From 476d89c89b98bf9d657d48219071524ea035e5f7 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Mon, 17 Apr 2023 20:04:05 -0700
Subject: [PATCH 001/367] development notebooks for tracking source data files

---
 notebooks/0.0-process-updated-releases.ipynb |  956 +++++++++++++
 notebooks/0.2-github-api-eda.ipynb           | 1292 ++++++++++++++++++
 2 files changed, 2248 insertions(+)
 create mode 100644 notebooks/0.0-process-updated-releases.ipynb
 create mode 100644 notebooks/0.2-github-api-eda.ipynb

diff --git a/notebooks/0.0-process-updated-releases.ipynb b/notebooks/0.0-process-updated-releases.ipynb
new file mode 100644
index 00000000..2eb8803e
--- /dev/null
+++ b/notebooks/0.0-process-updated-releases.ipynb
@@ -0,0 +1,956 @@
+{
+ "cells": [
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# GitHub API EDA\n",
+    "\n",
+    "Application state variables:\n",
+    "```json\n",
+    "{\n",
+    "    \"current_release\": \"3510\",\n",
+    "    \"last_processed_commit\": {\n",
+    "        \"sha\": \"5f2c562056f8ffa89aeea0631f2a52300ee0de17\",\n",
+    "        \"date\": \"2023-01-13T10:04:48Z\"\n",
+    "    },\n",
+    "    \"tracked_assets\": [\n",
+    "        \"hla.dat\",\n",
+    "        \"msf/\"\n",
+    "    ]\n",
+    "}\n",
+    "```\n",
+    "\n",
+    "## Strategy\n",
+    "### 1. App State\n",
+    "* Fetch app state from S3\n",
+    "### 2. Asset Processing\n",
+    "* For each tracked asset:\n",
+    "  * Fetch the commits for the asset\n",
+    "  * Filter by the last processed commit date\n",
+    "* Merge the commits for each asset into a single list &rarr; array of commits\n",
+    "* If array is empty (no commits found), exit\n",
+    "* If array is not empty (commits are found)\n",
+    "  * Get the release version for each commit &larr; needs strategy\n",
+    "  * Build the release"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import re\n",
+    "import pandas as pd\n",
+    "from src.utils import (\n",
+    "    get_commits_for_asset,\n",
+    "    get_repo_asset,\n",
+    "    get_commits,\n",
+    "    flatten_json\n",
+    ")\n",
+    "\n",
+    "# Pandas display options\n",
+    "pd.set_option('display.max_rows', None)\n",
+    "pd.set_option('display.max_columns', None)\n",
+    "pd.set_option('display.max_colwidth', None)\n",
+    "pd.set_option('display.width', None)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "GITHUB_REPOSITORY_OWNER = \"ANHIG\" # os.environ[\"GITHUB_REPOSITORY_OWNER\"]\n",
+    "GITHUB_REPOSITORY_NAME = \"IMGTHLA\" # os.environ[\"GITHUB_REPOSITORY_NAME\"]"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### App State"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "app_state = {\n",
+    "    \"current_release\": 3510,\n",
+    "    \"last_processed_commit\": {\n",
+    "        \"sha\": \"ecd63776c6225af0cf8bcc9fa9c6998d3129fb14\",\n",
+    "        \"date\": \"2022-04-14T11:00:42Z\"\n",
+    "    },\n",
+    "    \"tracked_assets\": [\n",
+    "        \"hla.dat\",\n",
+    "        \"msf/\"\n",
+    "    ]\n",
+    "}"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Asset Processing"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "asset_commits = []\n",
+    "for asset in app_state['tracked_assets']:\n",
+    "    commits = get_commits_for_asset(\n",
+    "        owner=GITHUB_REPOSITORY_OWNER,\n",
+    "        repo=GITHUB_REPOSITORY_NAME,\n",
+    "        path=asset,\n",
+    "        since=app_state['last_processed_commit']['date']\n",
+    "    )\n",
+    "    asset_commits.extend(commits)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Filter out commits before last processed commit\n",
+    "unique_shas = list(set([(item[\"sha\"], item[\"commit\"][\"author\"][\"date\"]) for item in asset_commits \\\n",
+    "                        if item[\"commit\"][\"author\"][\"date\"] > app_state['last_processed_commit']['date']]))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[('def376dc6955b339b17f0a4b840e80eb6b9c744b', '2023-04-17T16:01:01Z'),\n",
+       " ('2d38d3313229fdc5f8aa00052a2db21b35be3d2d', '2022-10-14T08:46:01Z'),\n",
+       " ('1a3be9a5d01a414854ff3bfacd5257c14adeefa2', '2022-07-14T13:40:17Z'),\n",
+       " ('4486f5c623705c6a14d9eeaba7d155cff30cdb43', '2023-01-12T14:36:43Z'),\n",
+       " ('72a9e28a52c9629dd63dfad5f215cdc562e2fd7e', '2022-07-14T12:28:41Z'),\n",
+       " ('8f80f24d49797595d8a18b8d4d1f59846fbf3fe1', '2022-08-25T15:43:12Z'),\n",
+       " ('2c631a4b61d529ff1c0635750888f6f6d79c2703', '2022-10-13T12:58:37Z')]"
+      ]
+     },
+     "execution_count": 24,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "unique_shas"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Release versions by sha [('def376dc6955b339b17f0a4b840e80eb6b9c744b', 3520), ('4486f5c623705c6a14d9eeaba7d155cff30cdb43', 3510), ('2d38d3313229fdc5f8aa00052a2db21b35be3d2d', 3500), ('2c631a4b61d529ff1c0635750888f6f6d79c2703', 3500), ('1a3be9a5d01a414854ff3bfacd5257c14adeefa2', 3490), ('8f80f24d49797595d8a18b8d4d1f59846fbf3fe1', 3490), ('72a9e28a52c9629dd63dfad5f215cdc562e2fd7e', 3480)]\n",
+      "Unique releases:\n",
+      " [3520, 3490, 3500, 3510, 3480]\n"
+     ]
+    }
+   ],
+   "source": [
+    "# get the releases for each unique commit from Allelelist.txt\n",
+    "# can produce duplicate release versions if the same release is updated more than once\n",
+    "release_version_re = r\"# version: IPD-IMGT/HLA (\\d+\\.\\d+\\.\\d+)\"\n",
+    "release_versions = []\n",
+    "for sha, _ in unique_shas:\n",
+    "    allele_list = get_repo_asset(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME, \"Allelelist.txt\", sha)\n",
+    "    release_version = int(re.search(release_version_re, allele_list).group(1).replace(\".\", \"\"))\n",
+    "    release_versions.append((sha, release_version))\n",
+    "\n",
+    "release_versions.sort(key=lambda x: x[1], reverse=True)\n",
+    "print(\"Release versions by sha\", release_versions)\n",
+    "\n",
+    "unique_release_versions = list(set([version[1] for version in release_versions]))\n",
+    "print(\"Unique releases:\\n\", unique_release_versions)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[('def376dc6955b339b17f0a4b840e80eb6b9c744b', 3520),\n",
+       " ('4486f5c623705c6a14d9eeaba7d155cff30cdb43', 3510),\n",
+       " ('2d38d3313229fdc5f8aa00052a2db21b35be3d2d', 3500),\n",
+       " ('2c631a4b61d529ff1c0635750888f6f6d79c2703', 3500),\n",
+       " ('1a3be9a5d01a414854ff3bfacd5257c14adeefa2', 3490),\n",
+       " ('8f80f24d49797595d8a18b8d4d1f59846fbf3fe1', 3490),\n",
+       " ('72a9e28a52c9629dd63dfad5f215cdc562e2fd7e', 3480)]"
+      ]
+     },
+     "execution_count": 26,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "release_versions"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# sort commits by most recent date on [].commit.author.date\n",
+    "asset_commits.sort(key=lambda x: x[\"commit\"][\"author\"][\"date\"], reverse=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'2023-04-17T16:01:01Z'"
+      ]
+     },
+     "execution_count": 28,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "max([x[\"commit\"][\"author\"][\"date\"] for x in asset_commits])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "all_commits = get_commits(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "select_keys = [\"sha\", \"commit\"]\n",
+    "\n",
+    "# filter by select_keys\n",
+    "all_commits = [{k: v for k, v in x.items() if k in select_keys} for x in all_commits]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 38,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df = pd.DataFrame([flatten_json(commit) for commit in all_commits])[[\"sha\", \"commit.author.date\"]]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 39,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>sha</th>\n",
+       "      <th>commit.author.date</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>38398a75e9762ff070d8e9bd714d074332646cd7</td>\n",
+       "      <td>2023-04-17T16:03:52Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>def376dc6955b339b17f0a4b840e80eb6b9c744b</td>\n",
+       "      <td>2023-04-17T16:01:01Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>5f2c562056f8ffa89aeea0631f2a52300ee0de17</td>\n",
+       "      <td>2023-01-13T10:04:48Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>4b8432c7d56121c84d6ef1d75a1c7185c628c13d</td>\n",
+       "      <td>2023-01-12T14:47:00Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>4486f5c623705c6a14d9eeaba7d155cff30cdb43</td>\n",
+       "      <td>2023-01-12T14:36:43Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>50b790037030d958b662085c3f4cf34ba72a32ec</td>\n",
+       "      <td>2022-12-14T10:02:54Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>36220a1c5c2d6954f4873a552544cc0e55b61d0a</td>\n",
+       "      <td>2022-12-14T10:02:28Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>e941759874365cb152a3562c22d10847d10db326</td>\n",
+       "      <td>2022-10-14T08:47:37Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>2d38d3313229fdc5f8aa00052a2db21b35be3d2d</td>\n",
+       "      <td>2022-10-14T08:46:01Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>1ce31fc9e2805034578eff60a269c02176f03252</td>\n",
+       "      <td>2022-10-13T13:06:12Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>2c631a4b61d529ff1c0635750888f6f6d79c2703</td>\n",
+       "      <td>2022-10-13T12:58:37Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>12b4b94bb49b4640fa48a1182cc9b1e1fbf7e816</td>\n",
+       "      <td>2022-08-25T15:44:07Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>8f80f24d49797595d8a18b8d4d1f59846fbf3fe1</td>\n",
+       "      <td>2022-08-25T15:43:12Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>a9680a9e80e2c119d4aa41f90e5f40cef6e7df02</td>\n",
+       "      <td>2022-08-21T09:31:21Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>1fd937e6c0ff8452f64152aec9632f0586f981d1</td>\n",
+       "      <td>2022-08-21T09:29:01Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>50e92c677f4cd547c32bb9305269a762a9595074</td>\n",
+       "      <td>2022-07-23T12:54:16Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>8732e7d4739a911e01f69d2c5bda82ca15ca68a9</td>\n",
+       "      <td>2022-07-23T12:53:45Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>536e8833f3be4bbcffbfba43cd0b3043c5bf4068</td>\n",
+       "      <td>2022-07-15T08:21:31Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <td>c90cc62006b35061c8db4b6f8da1b86de7650b23</td>\n",
+       "      <td>2022-07-15T08:20:46Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <td>1a3be9a5d01a414854ff3bfacd5257c14adeefa2</td>\n",
+       "      <td>2022-07-14T13:40:17Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20</th>\n",
+       "      <td>4863b8f0a070d70836dfbdc00bdf70aa7bb66345</td>\n",
+       "      <td>2022-07-14T12:31:36Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21</th>\n",
+       "      <td>72a9e28a52c9629dd63dfad5f215cdc562e2fd7e</td>\n",
+       "      <td>2022-07-14T12:28:41Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22</th>\n",
+       "      <td>dddc6afc29de895f4131693e17b3cc856ff23f8d</td>\n",
+       "      <td>2022-07-14T12:27:25Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23</th>\n",
+       "      <td>d1dd2ac5e2b6a8abef9e33ed397807ece52a22fe</td>\n",
+       "      <td>2022-04-20T08:39:00Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24</th>\n",
+       "      <td>4d33035dd296826bbde200e17e5281910ac8be13</td>\n",
+       "      <td>2022-04-20T08:37:44Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25</th>\n",
+       "      <td>4a13df461c42f970a099de77377f309995e7995c</td>\n",
+       "      <td>2022-04-19T08:30:24Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26</th>\n",
+       "      <td>5e1d9764c8e96749bc11d52807eea1f7cc38ce5c</td>\n",
+       "      <td>2022-04-14T11:01:59Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27</th>\n",
+       "      <td>ecd63776c6225af0cf8bcc9fa9c6998d3129fb14</td>\n",
+       "      <td>2022-04-14T11:00:42Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>28</th>\n",
+       "      <td>cada41a6bfac5a8bf88ed2107a0b856b9b9785a0</td>\n",
+       "      <td>2022-03-15T14:27:59Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29</th>\n",
+       "      <td>db33aee5dc0b44251b64ff4c2e2f05d59e4e3a2d</td>\n",
+       "      <td>2022-03-15T14:27:31Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30</th>\n",
+       "      <td>207cdce7fef5dae54fdad4cc4f933ebd1ab13c5e</td>\n",
+       "      <td>2022-02-10T15:36:59Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>31</th>\n",
+       "      <td>8ab272288e81fa9a49fd4765579b066c2c03cc10</td>\n",
+       "      <td>2022-02-10T15:26:19Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32</th>\n",
+       "      <td>d4c410cd91618a8a74a7763598e499f6a8aa168b</td>\n",
+       "      <td>2022-01-14T15:25:23Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33</th>\n",
+       "      <td>db46d2a0209720c5fa0ab8b03403f7009f69d2d6</td>\n",
+       "      <td>2022-01-14T12:27:52Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>34</th>\n",
+       "      <td>ebb3d8c6aa383567bb7794cacf745b1c82efbb7f</td>\n",
+       "      <td>2022-01-14T12:27:35Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35</th>\n",
+       "      <td>fc712c5a4dd00f534e845982a29f46a14e22b292</td>\n",
+       "      <td>2022-01-14T08:05:58Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36</th>\n",
+       "      <td>239bf68f403bbdbabb43fa0277040f4dda2b2aff</td>\n",
+       "      <td>2022-01-13T20:33:38Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37</th>\n",
+       "      <td>d86bdd9983424c792691269fa10e6f022ccf2191</td>\n",
+       "      <td>2022-01-13T16:53:03Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>38</th>\n",
+       "      <td>06ceff14b2db920d458dc337b1100dced992e627</td>\n",
+       "      <td>2022-01-13T16:52:15Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>39</th>\n",
+       "      <td>3fb27698fe4ebbd5ec4a0e565d97a53fe48c7cdd</td>\n",
+       "      <td>2022-01-04T09:19:02Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>40</th>\n",
+       "      <td>0a051a92e0baab68b4c77ad13b8cb4e7eaa2f810</td>\n",
+       "      <td>2022-01-04T09:18:33Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>41</th>\n",
+       "      <td>d76ca7d75891aac95205b2cc11510ce8ef41a65a</td>\n",
+       "      <td>2021-11-11T11:49:26Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42</th>\n",
+       "      <td>178c68cca2044cbd5032cbff23e4c06b738aed2a</td>\n",
+       "      <td>2021-11-11T11:48:57Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>43</th>\n",
+       "      <td>2d19daf42ff47c2f2c4e7970dd77ed32768eb38f</td>\n",
+       "      <td>2021-10-26T11:32:30Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>44</th>\n",
+       "      <td>3f46491c0fe377fd922412c93137efb6a4879b05</td>\n",
+       "      <td>2021-10-26T11:15:21Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>45</th>\n",
+       "      <td>8dd2a04b1d7e559f5124d012f0a729d0180216d2</td>\n",
+       "      <td>2021-10-11T15:33:46Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>46</th>\n",
+       "      <td>ddda708da9f2f41ae7e7d122973c2eddb141d949</td>\n",
+       "      <td>2021-10-11T15:29:53Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>47</th>\n",
+       "      <td>8d77b3dd93959663d58ae5b626289d0746edd0e7</td>\n",
+       "      <td>2021-10-11T15:13:57Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>48</th>\n",
+       "      <td>d53cfe39089bd2ce40cf0fa06167d0ae38e3e4ea</td>\n",
+       "      <td>2021-10-11T14:48:05Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>49</th>\n",
+       "      <td>389b55b1c3ef58ea1136fb0c9e6d2ce73038d655</td>\n",
+       "      <td>2021-10-11T13:16:09Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50</th>\n",
+       "      <td>5088650c144e6a3ee05ac1e015d487a86095e665</td>\n",
+       "      <td>2021-10-11T12:53:06Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51</th>\n",
+       "      <td>7dc4672795eaea35bd8c7e1fa2ec40cf948fc2fd</td>\n",
+       "      <td>2021-09-17T15:49:56Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>52</th>\n",
+       "      <td>352813601073bcdc3d5eb08d1be07be904276a9a</td>\n",
+       "      <td>2021-09-17T15:49:21Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>53</th>\n",
+       "      <td>6c613ce701353f42b6c911801f0aeb78413fac9d</td>\n",
+       "      <td>2021-08-20T15:25:29Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>54</th>\n",
+       "      <td>8f892b2675dd6464f526d32f1ad1d3fd62fa3b03</td>\n",
+       "      <td>2021-08-20T14:12:35Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>55</th>\n",
+       "      <td>a231c3b065a7b9c86c92915f3b4bcf012ec36175</td>\n",
+       "      <td>2021-07-20T11:13:25Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56</th>\n",
+       "      <td>1a3007e433ed7ccffc4a2c7c36ed8013d6105d4d</td>\n",
+       "      <td>2021-07-20T10:34:46Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>57</th>\n",
+       "      <td>4a8d93e8607e2413edee71da68cade6e11249fea</td>\n",
+       "      <td>2021-07-19T11:27:37Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>58</th>\n",
+       "      <td>d3fd19b04d4256600e8c90a27a2b317d61514c86</td>\n",
+       "      <td>2021-07-19T11:23:30Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>59</th>\n",
+       "      <td>fd63f824a11eead1f7fb39457251c7ac27ad1f93</td>\n",
+       "      <td>2021-07-15T08:07:22Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>60</th>\n",
+       "      <td>89b57278869c7b46fbbaf94825ed336328f3567a</td>\n",
+       "      <td>2021-07-15T07:59:10Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>61</th>\n",
+       "      <td>6fdf7add8bb4f416bd8660e6b826d80e8759dfe1</td>\n",
+       "      <td>2021-07-14T06:19:03Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62</th>\n",
+       "      <td>b57de92d58da2bf787e5af34ab09e0e8ee6cea6c</td>\n",
+       "      <td>2021-07-13T16:04:39Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>63</th>\n",
+       "      <td>4cdd02827d4b0d2d8834e45baaea621663e0d632</td>\n",
+       "      <td>2021-07-13T16:03:03Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64</th>\n",
+       "      <td>e6a3f0cc5710495475e7b959ee82c649978843f8</td>\n",
+       "      <td>2021-07-13T16:01:36Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>65</th>\n",
+       "      <td>487c16cf1fb4ecb7eca25d752cb7178f10232a81</td>\n",
+       "      <td>2021-07-13T15:56:41Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66</th>\n",
+       "      <td>3d7382f653a9707c3b2d683e7d58b7b9d0b4e747</td>\n",
+       "      <td>2021-07-13T15:55:05Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>67</th>\n",
+       "      <td>d155ba8553d2c53580ef66fbf733484dc2857a30</td>\n",
+       "      <td>2021-07-13T15:52:43Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>68</th>\n",
+       "      <td>af805f6d40beef639fac7bd1c5f7789893c2f662</td>\n",
+       "      <td>2021-06-15T10:31:53Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>69</th>\n",
+       "      <td>ee9eefb21f878da18c72bdc04b31d6ec5d8ade06</td>\n",
+       "      <td>2021-06-15T10:26:05Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>70</th>\n",
+       "      <td>a736a7ce4d98a0fefa3f4c01ab6da4641de74254</td>\n",
+       "      <td>2021-06-11T12:09:09Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71</th>\n",
+       "      <td>2f6878301950dfea48a8147a6d8bd012be564063</td>\n",
+       "      <td>2021-06-11T12:09:02Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72</th>\n",
+       "      <td>c0510fbaa138ba0029d8aa2949c282fb2dfbf926</td>\n",
+       "      <td>2021-06-11T10:16:30Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>73</th>\n",
+       "      <td>4871325c65b16d5fc1a0fb406ebf539c3cbcf054</td>\n",
+       "      <td>2021-05-12T10:36:19Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>74</th>\n",
+       "      <td>cf8ed2bb499fae21b7ed1544177ef3589a8246b1</td>\n",
+       "      <td>2021-05-12T10:34:43Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>75</th>\n",
+       "      <td>b9d97ef45c56394528534bd1a2ec7d2d78523354</td>\n",
+       "      <td>2021-04-26T14:25:47Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76</th>\n",
+       "      <td>8da1eca28db8f6ae0db7e7134d334a10eb96f6a3</td>\n",
+       "      <td>2021-04-21T11:17:00Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77</th>\n",
+       "      <td>a2726dfb0cde8a5d567ce9a115d4f254f2af3851</td>\n",
+       "      <td>2021-04-21T11:16:49Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>78</th>\n",
+       "      <td>410e5b8bd76c20bcde2cd0e92c78713e00160c28</td>\n",
+       "      <td>2021-04-21T10:36:48Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>79</th>\n",
+       "      <td>4240ef4cf17e503c44b177ff0f7b740258ac2e70</td>\n",
+       "      <td>2021-04-12T15:17:44Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80</th>\n",
+       "      <td>7b746d5303493fb53214ceffbd9b365c8ef4a126</td>\n",
+       "      <td>2021-04-01T10:04:53Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>81</th>\n",
+       "      <td>94cfe2ac15af0171f1397984ca0d1968a6931eb3</td>\n",
+       "      <td>2021-03-03T08:53:38Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>82</th>\n",
+       "      <td>c37267e1ee355c619a3058da5a7135e19e6522de</td>\n",
+       "      <td>2021-03-03T08:44:58Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>83</th>\n",
+       "      <td>d531c3422f806634d35d611b0296b6a34815c4e7</td>\n",
+       "      <td>2021-02-26T12:30:20Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84</th>\n",
+       "      <td>0fa36435691cac5651bee2ffe511f73ccd98c367</td>\n",
+       "      <td>2021-02-17T15:20:04Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85</th>\n",
+       "      <td>a65fcca04e51ba8a9d48d2ee676be1de7ff01746</td>\n",
+       "      <td>2021-02-17T14:31:37Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86</th>\n",
+       "      <td>3182e0793150de4ffb34da2774991cb24e49a191</td>\n",
+       "      <td>2021-02-04T13:05:18Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87</th>\n",
+       "      <td>5df8b7ecec0e249df5485dd622efed8b35758540</td>\n",
+       "      <td>2021-02-04T11:29:37Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88</th>\n",
+       "      <td>0fe7efb1a6217accb8d53cbb17a633f406459fbb</td>\n",
+       "      <td>2021-02-03T16:38:34Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>89</th>\n",
+       "      <td>2fdc68adf24ec02e28fba5657c7f31c1373491d2</td>\n",
+       "      <td>2021-02-03T16:11:39Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90</th>\n",
+       "      <td>cf7eb4a9781fbdac6dba9ff7b345db2d88748eea</td>\n",
+       "      <td>2021-02-03T16:10:25Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91</th>\n",
+       "      <td>6305b6c83d61553d3606905f7b41a0cb99f92f0d</td>\n",
+       "      <td>2021-01-19T16:57:57Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92</th>\n",
+       "      <td>25c04ea1f8bc4a9915417998310a563bdbb48115</td>\n",
+       "      <td>2021-01-19T16:56:43Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93</th>\n",
+       "      <td>cee977d8d1ca2d1f03f384e53227d56e5143b6fb</td>\n",
+       "      <td>2021-01-19T11:56:18Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>94</th>\n",
+       "      <td>03ded64be9b290287ab0101891ca6f338861c2fe</td>\n",
+       "      <td>2021-01-19T11:55:23Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95</th>\n",
+       "      <td>4ec1022d2645f3c2e5018971473710d568078eae</td>\n",
+       "      <td>2021-01-18T16:31:24Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96</th>\n",
+       "      <td>7a7d58ec828e8295dd4011f4f460f961a2b4428a</td>\n",
+       "      <td>2021-01-18T15:04:52Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97</th>\n",
+       "      <td>67c8be545d4483ac34f86fdd57f09135a4820be6</td>\n",
+       "      <td>2021-01-18T15:02:25Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98</th>\n",
+       "      <td>441eeff3a9fca4934fc9cf54e2e4a914bb43ef10</td>\n",
+       "      <td>2021-01-18T14:51:08Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99</th>\n",
+       "      <td>a02389393dbd06e2e936d7d2438ef7e48fb969d9</td>\n",
+       "      <td>2020-12-16T11:39:46Z</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                         sha    commit.author.date\n",
+       "0   38398a75e9762ff070d8e9bd714d074332646cd7  2023-04-17T16:03:52Z\n",
+       "1   def376dc6955b339b17f0a4b840e80eb6b9c744b  2023-04-17T16:01:01Z\n",
+       "2   5f2c562056f8ffa89aeea0631f2a52300ee0de17  2023-01-13T10:04:48Z\n",
+       "3   4b8432c7d56121c84d6ef1d75a1c7185c628c13d  2023-01-12T14:47:00Z\n",
+       "4   4486f5c623705c6a14d9eeaba7d155cff30cdb43  2023-01-12T14:36:43Z\n",
+       "5   50b790037030d958b662085c3f4cf34ba72a32ec  2022-12-14T10:02:54Z\n",
+       "6   36220a1c5c2d6954f4873a552544cc0e55b61d0a  2022-12-14T10:02:28Z\n",
+       "7   e941759874365cb152a3562c22d10847d10db326  2022-10-14T08:47:37Z\n",
+       "8   2d38d3313229fdc5f8aa00052a2db21b35be3d2d  2022-10-14T08:46:01Z\n",
+       "9   1ce31fc9e2805034578eff60a269c02176f03252  2022-10-13T13:06:12Z\n",
+       "10  2c631a4b61d529ff1c0635750888f6f6d79c2703  2022-10-13T12:58:37Z\n",
+       "11  12b4b94bb49b4640fa48a1182cc9b1e1fbf7e816  2022-08-25T15:44:07Z\n",
+       "12  8f80f24d49797595d8a18b8d4d1f59846fbf3fe1  2022-08-25T15:43:12Z\n",
+       "13  a9680a9e80e2c119d4aa41f90e5f40cef6e7df02  2022-08-21T09:31:21Z\n",
+       "14  1fd937e6c0ff8452f64152aec9632f0586f981d1  2022-08-21T09:29:01Z\n",
+       "15  50e92c677f4cd547c32bb9305269a762a9595074  2022-07-23T12:54:16Z\n",
+       "16  8732e7d4739a911e01f69d2c5bda82ca15ca68a9  2022-07-23T12:53:45Z\n",
+       "17  536e8833f3be4bbcffbfba43cd0b3043c5bf4068  2022-07-15T08:21:31Z\n",
+       "18  c90cc62006b35061c8db4b6f8da1b86de7650b23  2022-07-15T08:20:46Z\n",
+       "19  1a3be9a5d01a414854ff3bfacd5257c14adeefa2  2022-07-14T13:40:17Z\n",
+       "20  4863b8f0a070d70836dfbdc00bdf70aa7bb66345  2022-07-14T12:31:36Z\n",
+       "21  72a9e28a52c9629dd63dfad5f215cdc562e2fd7e  2022-07-14T12:28:41Z\n",
+       "22  dddc6afc29de895f4131693e17b3cc856ff23f8d  2022-07-14T12:27:25Z\n",
+       "23  d1dd2ac5e2b6a8abef9e33ed397807ece52a22fe  2022-04-20T08:39:00Z\n",
+       "24  4d33035dd296826bbde200e17e5281910ac8be13  2022-04-20T08:37:44Z\n",
+       "25  4a13df461c42f970a099de77377f309995e7995c  2022-04-19T08:30:24Z\n",
+       "26  5e1d9764c8e96749bc11d52807eea1f7cc38ce5c  2022-04-14T11:01:59Z\n",
+       "27  ecd63776c6225af0cf8bcc9fa9c6998d3129fb14  2022-04-14T11:00:42Z\n",
+       "28  cada41a6bfac5a8bf88ed2107a0b856b9b9785a0  2022-03-15T14:27:59Z\n",
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+       "80  7b746d5303493fb53214ceffbd9b365c8ef4a126  2021-04-01T10:04:53Z\n",
+       "81  94cfe2ac15af0171f1397984ca0d1968a6931eb3  2021-03-03T08:53:38Z\n",
+       "82  c37267e1ee355c619a3058da5a7135e19e6522de  2021-03-03T08:44:58Z\n",
+       "83  d531c3422f806634d35d611b0296b6a34815c4e7  2021-02-26T12:30:20Z\n",
+       "84  0fa36435691cac5651bee2ffe511f73ccd98c367  2021-02-17T15:20:04Z\n",
+       "85  a65fcca04e51ba8a9d48d2ee676be1de7ff01746  2021-02-17T14:31:37Z\n",
+       "86  3182e0793150de4ffb34da2774991cb24e49a191  2021-02-04T13:05:18Z\n",
+       "87  5df8b7ecec0e249df5485dd622efed8b35758540  2021-02-04T11:29:37Z\n",
+       "88  0fe7efb1a6217accb8d53cbb17a633f406459fbb  2021-02-03T16:38:34Z\n",
+       "89  2fdc68adf24ec02e28fba5657c7f31c1373491d2  2021-02-03T16:11:39Z\n",
+       "90  cf7eb4a9781fbdac6dba9ff7b345db2d88748eea  2021-02-03T16:10:25Z\n",
+       "91  6305b6c83d61553d3606905f7b41a0cb99f92f0d  2021-01-19T16:57:57Z\n",
+       "92  25c04ea1f8bc4a9915417998310a563bdbb48115  2021-01-19T16:56:43Z\n",
+       "93  cee977d8d1ca2d1f03f384e53227d56e5143b6fb  2021-01-19T11:56:18Z\n",
+       "94  03ded64be9b290287ab0101891ca6f338861c2fe  2021-01-19T11:55:23Z\n",
+       "95  4ec1022d2645f3c2e5018971473710d568078eae  2021-01-18T16:31:24Z\n",
+       "96  7a7d58ec828e8295dd4011f4f460f961a2b4428a  2021-01-18T15:04:52Z\n",
+       "97  67c8be545d4483ac34f86fdd57f09135a4820be6  2021-01-18T15:02:25Z\n",
+       "98  441eeff3a9fca4934fc9cf54e2e4a914bb43ef10  2021-01-18T14:51:08Z\n",
+       "99  a02389393dbd06e2e936d7d2438ef7e48fb969d9  2020-12-16T11:39:46Z"
+      ]
+     },
+     "execution_count": 39,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": ".venv",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.9.16"
+  },
+  "orig_nbformat": 4
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/notebooks/0.2-github-api-eda.ipynb b/notebooks/0.2-github-api-eda.ipynb
new file mode 100644
index 00000000..8f2f556b
--- /dev/null
+++ b/notebooks/0.2-github-api-eda.ipynb
@@ -0,0 +1,1292 @@
+{
+ "cells": [
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# GitHub API EDA\n",
+    "Using NetworkX for exploration of graph data from the GitHub API."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 38,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "from dotenv import load_dotenv, find_dotenv\n",
+    "load_dotenv(find_dotenv());\n",
+    "from itertools import chain, starmap\n",
+    "import json\n",
+    "import requests\n",
+    "import pandas as pd\n",
+    "\n",
+    "# Pandas display options\n",
+    "pd.set_option('display.max_rows', None)\n",
+    "pd.set_option('display.max_columns', None)\n",
+    "pd.set_option('display.max_colwidth', None)\n",
+    "pd.set_option('display.width', None)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 39,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Environment variables\n",
+    "AWS_REGION = os.environ[\"AWS_REGION\"] \n",
+    "GITHUB_PERSONAL_ACCESS_TOKEN = os.environ[\"GITHUB_PERSONAL_ACCESS_TOKEN\"]\n",
+    "GITHUB_REPOSITORY_OWNER = \"ANHIG\" # os.environ[\"GITHUB_REPOSITORY_OWNER\"]\n",
+    "GITHUB_REPOSITORY_NAME = \"IMGTHLA\" # os.environ[\"GITHUB_REPOSITORY_NAME\"]\n",
+    "GFE_BUCKET = os.environ[\"GFE_BUCKET\"]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 40,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def flatten_json(dictionary, sep='.', skip_fields=[]):\n",
+    "    \"\"\"Flatten a nested json file. For a list of dictionaries, use this\n",
+    "    inside a for loop before converting to pandas DataFrame.\"\"\"\n",
+    "\n",
+    "    def unpack(parent_key, parent_value):\n",
+    "        \"\"\"Unpack one level of nesting in json file\"\"\"\n",
+    "        # Unpack one level only!!!\n",
+    "        \n",
+    "        if isinstance(parent_value, dict):\n",
+    "            for key, value in parent_value.items():\n",
+    "                temp1 = parent_key + sep + key\n",
+    "                yield temp1, value\n",
+    "        elif isinstance(parent_value, list):\n",
+    "            i = 0 \n",
+    "            for value in parent_value:\n",
+    "                temp2 = parent_key + sep +str(i) \n",
+    "                i += 1\n",
+    "                yield temp2, value\n",
+    "        else:\n",
+    "            yield parent_key, parent_value    \n",
+    "\n",
+    "\n",
+    "    # Keep iterating until the termination condition is satisfied\n",
+    "    while True:\n",
+    "        # Keep unpacking the json file until all values are atomic elements (not dictionary or list)\n",
+    "        dictionary = dict(chain.from_iterable(starmap(unpack, dictionary.items())))\n",
+    "        # Terminate condition: not any value in the json file is dictionary or list\n",
+    "        if not any(isinstance(value, dict) for value in dictionary.values()) and \\\n",
+    "           not any(isinstance(value, list) for value in dictionary.values()):\n",
+    "            break\n",
+    "\n",
+    "    return dictionary\n",
+    "\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 41,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def get_commits(owner, repo, per_page=100):\n",
+    "    \"\"\"Return a list of GitHub commits for the specified repository\"\"\"\n",
+    "\n",
+    "    base_url = 'https://api.github.com'\n",
+    "\n",
+    "    # Endpoint\n",
+    "    endpoint = f'/repos/{owner}/{repo}/commits?per_page={per_page}'\n",
+    "\n",
+    "    url = base_url + endpoint\n",
+    "\n",
+    "    # Headers\n",
+    "    headers = {\n",
+    "        'Authorization': f'token {GITHUB_PERSONAL_ACCESS_TOKEN}',\n",
+    "        'Content-Type': 'application/json',\n",
+    "        'Accept': 'application/vnd.github.v3+json',\n",
+    "        'X-GitHub-Api-Version': '2022-11-28'\n",
+    "    }\n",
+    "\n",
+    "    response = requests.get(url, headers=headers)\n",
+    "\n",
+    "    return response.json()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 42,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def get_commit(owner, repo, commit_sha):\n",
+    "    \"\"\"Return the commit for the specified repository and commit SHA\"\"\"\n",
+    "\n",
+    "    base_url = 'https://api.github.com'\n",
+    "\n",
+    "    # Endpoint\n",
+    "    endpoint = f'/repos/{owner}/{repo}/commits/{commit_sha}'\n",
+    "    url = base_url + endpoint\n",
+    "\n",
+    "    # Headers\n",
+    "    headers = {\n",
+    "        'Authorization': f'token {GITHUB_PERSONAL_ACCESS_TOKEN}',\n",
+    "        'Content-Type': 'application/json',\n",
+    "        'Accept': 'application/vnd.github.v3+json',\n",
+    "        'X-GitHub-Api-Version': '2022-11-28'\n",
+    "    }\n",
+    "\n",
+    "    response = requests.get(url, headers=headers)\n",
+    "\n",
+    "    return response.json()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 43,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def get_branches(owner, repo):\n",
+    "    \"\"\"Fetch branches for a GitHub repository\"\"\"\n",
+    "\n",
+    "    base_url = 'https://api.github.com'\n",
+    "\n",
+    "    # Endpoint\n",
+    "    endpoint = f'/repos/{owner}/{repo}/branches'\n",
+    "    url = base_url + endpoint\n",
+    "\n",
+    "    # Headers\n",
+    "    headers = {\n",
+    "        'Authorization': f'token {GITHUB_PERSONAL_ACCESS_TOKEN}',\n",
+    "        'Content-Type': 'application/json',\n",
+    "        'Accept': 'application/vnd.github.v3+json',\n",
+    "        'X-GitHub-Api-Version': '2022-11-28'\n",
+    "    }\n",
+    "\n",
+    "    response = requests.get(url, headers=headers)\n",
+    "    branches = response.json()\n",
+    "\n",
+    "    return branches"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 44,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def get_branch(owner, repo, branch_name):\n",
+    "    \"\"\"Fetch branches for a GitHub repository\"\"\"\n",
+    "\n",
+    "    base_url = 'https://api.github.com'\n",
+    "\n",
+    "    # Endpoint\n",
+    "    endpoint = f'/repos/{owner}/{repo}/branches/{branch_name}'\n",
+    "    url = base_url + endpoint\n",
+    "\n",
+    "    # Headers\n",
+    "    headers = {\n",
+    "        'Authorization': f'token {GITHUB_PERSONAL_ACCESS_TOKEN}',\n",
+    "        'Content-Type': 'application/json',\n",
+    "        'Accept': 'application/vnd.github.v3+json',\n",
+    "        'X-GitHub-Api-Version': '2022-11-28'\n",
+    "    }\n",
+    "\n",
+    "    response = requests.get(url, headers=headers)\n",
+    "    branches = response.json()\n",
+    "\n",
+    "    return branches"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 45,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Function to fetch pull requests\n",
+    "def fetch_pull_requests(owner, repo):\n",
+    "    url = f\"https://api.github.com/repos/{owner}/{repo}/pulls?state=all\"\n",
+    "    \n",
+    "    # Headers\n",
+    "    headers = {\n",
+    "        'Authorization': f'token {GITHUB_PERSONAL_ACCESS_TOKEN}',\n",
+    "        'Content-Type': 'application/json',\n",
+    "        'Accept': 'application/vnd.github.v3+json',\n",
+    "        'X-GitHub-Api-Version': '2022-11-28'\n",
+    "    }\n",
+    "    response = requests.get(url, headers=headers)\n",
+    "\n",
+    "    if response.status_code == 200:\n",
+    "        return response.json()\n",
+    "    else:\n",
+    "        print(f\"Error: {response.status_code}\")\n",
+    "        return []"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Branches"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 46,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# branches = get_branches(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 47,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# branch = get_branch(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME, \"Latest\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 48,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# branch['commit']['sha']"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 49,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# branches_df = pd.DataFrame([flatten_json(branch) for branch in branches])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 50,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# branches_df"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Pull Requests"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 51,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# # Fetch pull requests and load them into a DataFrame\n",
+    "# pull_requests = fetch_pull_requests(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME, GITHUB_PERSONAL_ACCESS_TOKEN)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 52,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# # pull_requests_df = pd.DataFrame(pull_requests)\n",
+    "# pull_requests_df = pd.DataFrame([flatten_json(pull_request) for pull_request in pull_requests])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 53,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# pull_requests_df.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 54,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# pull_requests_df[\"title\"].unique()"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Commits"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 55,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "commits = get_commits(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 56,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "100"
+      ]
+     },
+     "execution_count": 56,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "len(commits)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 57,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'38398a75e9762ff070d8e9bd714d074332646cd7'"
+      ]
+     },
+     "execution_count": 57,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "commits[0]['sha']"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 58,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'sha': '38398a75e9762ff070d8e9bd714d074332646cd7',\n",
+       " 'node_id': 'C_kwDOAXZz6NoAKDM4Mzk4YTc1ZTk3NjJmZjA3MGQ4ZTliZDcxNGQwNzQzMzI2NDZjZDc',\n",
+       " 'commit': {'author': {'name': 'xeniageorgiouAN',\n",
+       "   'email': 'xenia.georgiou@anthonynolan.org',\n",
+       "   'date': '2023-04-17T16:03:52Z'},\n",
+       "  'committer': {'name': 'GitHub',\n",
+       "   'email': 'noreply@github.com',\n",
+       "   'date': '2023-04-17T16:03:52Z'},\n",
+       "  'message': 'Merge pull request #334 from ANHIG/3520\\n\\nIPD-IMGT/HLA Release 3.52.0',\n",
+       "  'tree': {'sha': 'e9ffca9666e355b1285a0c6a42951f6a28ea7f90',\n",
+       "   'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/e9ffca9666e355b1285a0c6a42951f6a28ea7f90'},\n",
+       "  'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/38398a75e9762ff070d8e9bd714d074332646cd7',\n",
+       "  'comment_count': 0,\n",
+       "  'verification': {'verified': True,\n",
+       "   'reason': 'valid',\n",
+       "   'signature': '-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJkPW3oCRBK7hj4Ov3rIwAAkxkIAI1/KmiZW1yRfwe8e++ROHQo\\ncPbR+1PipOfVXcgaJVyK5vfiR1d+1DsLph0k+VurKcVIn5As5Pc+XSi7ImeeNFzV\\nrk51rZXuSwzznIuuRptXJsnhcrfnsg61FII47Qqhh2YcMkFFg7TMDlRZca0qWCJB\\nHZ2+MbVkXZjJf1ZmBTq6z/gHVRcApwfGlD6JVwNkppGC0EgXAJm+5/qguB7CNGgZ\\nDXK1PLm9p5qhiC2zdg+ploGe53NKYEFgib1N3qhOc7hAi6p60bWoFw2gdFzMjmSu\\nqdtdSdIvbm0aobJDjiabTHLq85ojQ40RiPR4WBc65BXhXsmYSsTwnQvgdiDkXKY=\\n=ajY2\\n-----END PGP SIGNATURE-----\\n',\n",
+       "   'payload': 'tree e9ffca9666e355b1285a0c6a42951f6a28ea7f90\\nparent 5f2c562056f8ffa89aeea0631f2a52300ee0de17\\nparent def376dc6955b339b17f0a4b840e80eb6b9c744b\\nauthor xeniageorgiouAN <xenia.georgiou@anthonynolan.org> 1681747432 +0100\\ncommitter GitHub <noreply@github.com> 1681747432 +0100\\n\\nMerge pull request #334 from ANHIG/3520\\n\\nIPD-IMGT/HLA Release 3.52.0'}},\n",
+       " 'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/commits/38398a75e9762ff070d8e9bd714d074332646cd7',\n",
+       " 'html_url': 'https://github.com/ANHIG/IMGTHLA/commit/38398a75e9762ff070d8e9bd714d074332646cd7',\n",
+       " 'comments_url': 'https://api.github.com/repos/ANHIG/IMGTHLA/commits/38398a75e9762ff070d8e9bd714d074332646cd7/comments',\n",
+       " 'author': {'login': 'xeniageorgiouAN',\n",
+       "  'id': 55495460,\n",
+       "  'node_id': 'MDQ6VXNlcjU1NDk1NDYw',\n",
+       "  'avatar_url': 'https://avatars.githubusercontent.com/u/55495460?v=4',\n",
+       "  'gravatar_id': '',\n",
+       "  'url': 'https://api.github.com/users/xeniageorgiouAN',\n",
+       "  'html_url': 'https://github.com/xeniageorgiouAN',\n",
+       "  'followers_url': 'https://api.github.com/users/xeniageorgiouAN/followers',\n",
+       "  'following_url': 'https://api.github.com/users/xeniageorgiouAN/following{/other_user}',\n",
+       "  'gists_url': 'https://api.github.com/users/xeniageorgiouAN/gists{/gist_id}',\n",
+       "  'starred_url': 'https://api.github.com/users/xeniageorgiouAN/starred{/owner}{/repo}',\n",
+       "  'subscriptions_url': 'https://api.github.com/users/xeniageorgiouAN/subscriptions',\n",
+       "  'organizations_url': 'https://api.github.com/users/xeniageorgiouAN/orgs',\n",
+       "  'repos_url': 'https://api.github.com/users/xeniageorgiouAN/repos',\n",
+       "  'events_url': 'https://api.github.com/users/xeniageorgiouAN/events{/privacy}',\n",
+       "  'received_events_url': 'https://api.github.com/users/xeniageorgiouAN/received_events',\n",
+       "  'type': 'User',\n",
+       "  'site_admin': False},\n",
+       " 'committer': {'login': 'web-flow',\n",
+       "  'id': 19864447,\n",
+       "  'node_id': 'MDQ6VXNlcjE5ODY0NDQ3',\n",
+       "  'avatar_url': 'https://avatars.githubusercontent.com/u/19864447?v=4',\n",
+       "  'gravatar_id': '',\n",
+       "  'url': 'https://api.github.com/users/web-flow',\n",
+       "  'html_url': 'https://github.com/web-flow',\n",
+       "  'followers_url': 'https://api.github.com/users/web-flow/followers',\n",
+       "  'following_url': 'https://api.github.com/users/web-flow/following{/other_user}',\n",
+       "  'gists_url': 'https://api.github.com/users/web-flow/gists{/gist_id}',\n",
+       "  'starred_url': 'https://api.github.com/users/web-flow/starred{/owner}{/repo}',\n",
+       "  'subscriptions_url': 'https://api.github.com/users/web-flow/subscriptions',\n",
+       "  'organizations_url': 'https://api.github.com/users/web-flow/orgs',\n",
+       "  'repos_url': 'https://api.github.com/users/web-flow/repos',\n",
+       "  'events_url': 'https://api.github.com/users/web-flow/events{/privacy}',\n",
+       "  'received_events_url': 'https://api.github.com/users/web-flow/received_events',\n",
+       "  'type': 'User',\n",
+       "  'site_admin': False},\n",
+       " 'parents': [{'sha': '5f2c562056f8ffa89aeea0631f2a52300ee0de17',\n",
+       "   'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/commits/5f2c562056f8ffa89aeea0631f2a52300ee0de17',\n",
+       "   'html_url': 'https://github.com/ANHIG/IMGTHLA/commit/5f2c562056f8ffa89aeea0631f2a52300ee0de17'},\n",
+       "  {'sha': 'def376dc6955b339b17f0a4b840e80eb6b9c744b',\n",
+       "   'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/commits/def376dc6955b339b17f0a4b840e80eb6b9c744b',\n",
+       "   'html_url': 'https://github.com/ANHIG/IMGTHLA/commit/def376dc6955b339b17f0a4b840e80eb6b9c744b'}],\n",
+       " 'stats': {'total': 0, 'additions': 0, 'deletions': 0},\n",
+       " 'files': []}"
+      ]
+     },
+     "execution_count": 58,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "get_commit(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME, \"38398a75e9762ff070d8e9bd714d074332646cd7\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 128,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# load dataframe from json and drop columns that are all null\n",
+    "commits_df = (\n",
+    "    pd.DataFrame([flatten_json(commit) for commit in commits])\n",
+    "    # pd.DataFrame(commits)\n",
+    "    .dropna(axis=1, how='all')\n",
+    "    # .sort_values(by='commit.committer.date', ascending=False)\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 129,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Index(['sha', 'node_id', 'commit.author.name', 'commit.author.email',\n",
+       "       'commit.author.date', 'commit.committer.name', 'commit.committer.email',\n",
+       "       'commit.committer.date', 'commit.message', 'commit.tree.sha',\n",
+       "       'commit.tree.url', 'commit.url', 'commit.comment_count',\n",
+       "       'commit.verification.verified', 'commit.verification.reason',\n",
+       "       'commit.verification.signature', 'commit.verification.payload', 'url',\n",
+       "       'html_url', 'comments_url', 'author.login', 'author.id',\n",
+       "       'author.node_id', 'author.avatar_url', 'author.gravatar_id',\n",
+       "       'author.url', 'author.html_url', 'author.followers_url',\n",
+       "       'author.following_url', 'author.gists_url', 'author.starred_url',\n",
+       "       'author.subscriptions_url', 'author.organizations_url',\n",
+       "       'author.repos_url', 'author.events_url', 'author.received_events_url',\n",
+       "       'author.type', 'author.site_admin', 'committer.login', 'committer.id',\n",
+       "       'committer.node_id', 'committer.avatar_url', 'committer.gravatar_id',\n",
+       "       'committer.url', 'committer.html_url', 'committer.followers_url',\n",
+       "       'committer.following_url', 'committer.gists_url',\n",
+       "       'committer.starred_url', 'committer.subscriptions_url',\n",
+       "       'committer.organizations_url', 'committer.repos_url',\n",
+       "       'committer.events_url', 'committer.received_events_url',\n",
+       "       'committer.type', 'committer.site_admin', 'parents.0.sha',\n",
+       "       'parents.0.url', 'parents.0.html_url', 'parents.1.sha', 'parents.1.url',\n",
+       "       'parents.1.html_url'],\n",
+       "      dtype='object')"
+      ]
+     },
+     "execution_count": 129,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "commits_df.columns"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 130,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "cols = [\n",
+    "    \"sha\",\n",
+    "    \"commit.author.date\",\n",
+    "    \"commit.message\"\n",
+    "]\n",
+    "commits_df = commits_df[cols]\n",
+    "\n",
+    "# convert date column to datetime\n",
+    "commits_df[\"date\"] = pd.to_datetime(commits_df[\"commit.author.date\"])\n",
+    "commits_df.drop(columns=[\"commit.author.date\"], inplace=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 131,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# # Commit SHAs do not correspond to branch SHAs, so this approach doesn't work\n",
+    "# # join the branches df to the commits df on branches['commit.sha']\n",
+    "# commits_df = commits_df.merge(branches_df, left_on='sha', right_on='commit.sha', how='outer')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 132,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# commits_df.iloc[:4, :]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 133,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "38398a75e9762ff070d8e9bd714d074332646cd7\n",
+      "def376dc6955b339b17f0a4b840e80eb6b9c744b\n",
+      "5f2c562056f8ffa89aeea0631f2a52300ee0de17\n",
+      "4b8432c7d56121c84d6ef1d75a1c7185c628c13d\n",
+      "4486f5c623705c6a14d9eeaba7d155cff30cdb43\n",
+      "50b790037030d958b662085c3f4cf34ba72a32ec\n",
+      "36220a1c5c2d6954f4873a552544cc0e55b61d0a\n",
+      "e941759874365cb152a3562c22d10847d10db326\n",
+      "2d38d3313229fdc5f8aa00052a2db21b35be3d2d\n",
+      "1ce31fc9e2805034578eff60a269c02176f03252\n",
+      "2c631a4b61d529ff1c0635750888f6f6d79c2703\n",
+      "12b4b94bb49b4640fa48a1182cc9b1e1fbf7e816\n",
+      "8f80f24d49797595d8a18b8d4d1f59846fbf3fe1\n",
+      "a9680a9e80e2c119d4aa41f90e5f40cef6e7df02\n",
+      "1fd937e6c0ff8452f64152aec9632f0586f981d1\n",
+      "50e92c677f4cd547c32bb9305269a762a9595074\n",
+      "8732e7d4739a911e01f69d2c5bda82ca15ca68a9\n",
+      "536e8833f3be4bbcffbfba43cd0b3043c5bf4068\n",
+      "c90cc62006b35061c8db4b6f8da1b86de7650b23\n",
+      "1a3be9a5d01a414854ff3bfacd5257c14adeefa2\n"
+     ]
+    }
+   ],
+   "source": [
+    "commit_refs = []\n",
+    "limit = 20\n",
+    "for idx, sha in enumerate(commits_df.iloc[:20, :][\"sha\"].to_list()):\n",
+    "    # fetch commit\n",
+    "    print(sha)\n",
+    "    commit = get_commit(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME, sha)\n",
+    "    commit_refs.append(commit)\n",
+    "\n",
+    "    if idx+1 == limit:\n",
+    "        break"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 137,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# commit_refs_df = pd.DataFrame([flatten_json(commit) for commit in commit_refs])\n",
+    "commit_refs_df = pd.DataFrame(commit_refs)[[\"sha\", \"files\", \"parents\"]]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 141,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "0     [{'sha': '5f2c562056f8ffa89aeea0631f2a52300ee0de17', 'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/commits/5f2c562056f8ffa89aeea0631f2a52300ee0de17', 'html_url': 'https://github.com/ANHIG/IMGTHLA/commit/5f2c562056f8ffa89aeea0631f2a52300ee0de17'}, {'sha': 'def376dc6955b339b17f0a4b840e80eb6b9c744b', 'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/commits/def376dc6955b339b17f0a4b840e80eb6b9c744b', 'html_url': 'https://github.com/ANHIG/IMGTHLA/commit/def376dc6955b339b17f0a4b840e80eb6b9c744b'}]\n",
+       "1                                                                                                                                                                                                                                                                [{'sha': '5f2c562056f8ffa89aeea0631f2a52300ee0de17', 'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/commits/5f2c562056f8ffa89aeea0631f2a52300ee0de17', 'html_url': 'https://github.com/ANHIG/IMGTHLA/commit/5f2c562056f8ffa89aeea0631f2a52300ee0de17'}]\n",
+       "2     [{'sha': '50b790037030d958b662085c3f4cf34ba72a32ec', 'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/commits/50b790037030d958b662085c3f4cf34ba72a32ec', 'html_url': 'https://github.com/ANHIG/IMGTHLA/commit/50b790037030d958b662085c3f4cf34ba72a32ec'}, {'sha': '4b8432c7d56121c84d6ef1d75a1c7185c628c13d', 'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/commits/4b8432c7d56121c84d6ef1d75a1c7185c628c13d', 'html_url': 'https://github.com/ANHIG/IMGTHLA/commit/4b8432c7d56121c84d6ef1d75a1c7185c628c13d'}]\n",
+       "3                                                                                                                                                                                                                                                                [{'sha': '4486f5c623705c6a14d9eeaba7d155cff30cdb43', 'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/commits/4486f5c623705c6a14d9eeaba7d155cff30cdb43', 'html_url': 'https://github.com/ANHIG/IMGTHLA/commit/4486f5c623705c6a14d9eeaba7d155cff30cdb43'}]\n",
+       "4                                                                                                                                                                                                                                                                [{'sha': '50b790037030d958b662085c3f4cf34ba72a32ec', 'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/commits/50b790037030d958b662085c3f4cf34ba72a32ec', 'html_url': 'https://github.com/ANHIG/IMGTHLA/commit/50b790037030d958b662085c3f4cf34ba72a32ec'}]\n",
+       "5     [{'sha': 'e941759874365cb152a3562c22d10847d10db326', 'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/commits/e941759874365cb152a3562c22d10847d10db326', 'html_url': 'https://github.com/ANHIG/IMGTHLA/commit/e941759874365cb152a3562c22d10847d10db326'}, {'sha': '36220a1c5c2d6954f4873a552544cc0e55b61d0a', 'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/commits/36220a1c5c2d6954f4873a552544cc0e55b61d0a', 'html_url': 'https://github.com/ANHIG/IMGTHLA/commit/36220a1c5c2d6954f4873a552544cc0e55b61d0a'}]\n",
+       "6                                                                                                                                                                                                                                                                [{'sha': '2d38d3313229fdc5f8aa00052a2db21b35be3d2d', 'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/commits/2d38d3313229fdc5f8aa00052a2db21b35be3d2d', 'html_url': 'https://github.com/ANHIG/IMGTHLA/commit/2d38d3313229fdc5f8aa00052a2db21b35be3d2d'}]\n",
+       "7     [{'sha': '1ce31fc9e2805034578eff60a269c02176f03252', 'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/commits/1ce31fc9e2805034578eff60a269c02176f03252', 'html_url': 'https://github.com/ANHIG/IMGTHLA/commit/1ce31fc9e2805034578eff60a269c02176f03252'}, {'sha': '2d38d3313229fdc5f8aa00052a2db21b35be3d2d', 'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/commits/2d38d3313229fdc5f8aa00052a2db21b35be3d2d', 'html_url': 'https://github.com/ANHIG/IMGTHLA/commit/2d38d3313229fdc5f8aa00052a2db21b35be3d2d'}]\n",
+       "8                                                                                                                                                                                                                                                                [{'sha': '2c631a4b61d529ff1c0635750888f6f6d79c2703', 'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/commits/2c631a4b61d529ff1c0635750888f6f6d79c2703', 'html_url': 'https://github.com/ANHIG/IMGTHLA/commit/2c631a4b61d529ff1c0635750888f6f6d79c2703'}]\n",
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+       "10                                                                                                                                                                                                                                                               [{'sha': '12b4b94bb49b4640fa48a1182cc9b1e1fbf7e816', 'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/commits/12b4b94bb49b4640fa48a1182cc9b1e1fbf7e816', 'html_url': 'https://github.com/ANHIG/IMGTHLA/commit/12b4b94bb49b4640fa48a1182cc9b1e1fbf7e816'}]\n",
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+       "19                                                                                                                                                                                                                                                               [{'sha': '4863b8f0a070d70836dfbdc00bdf70aa7bb66345', 'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/commits/4863b8f0a070d70836dfbdc00bdf70aa7bb66345', 'html_url': 'https://github.com/ANHIG/IMGTHLA/commit/4863b8f0a070d70836dfbdc00bdf70aa7bb66345'}]\n",
+       "Name: parents, dtype: object"
+      ]
+     },
+     "execution_count": 141,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "commit_refs_df.loc[:20, :]['parents']"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 97,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
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+       "12                                                                                                                                                                                                                                                               [{'sha': '1fd937e6c0ff8452f64152aec9632f0586f981d1', 'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/commits/1fd937e6c0ff8452f64152aec9632f0586f981d1', 'html_url': 'https://github.com/ANHIG/IMGTHLA/commit/1fd937e6c0ff8452f64152aec9632f0586f981d1'}]\n",
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+       "14                                                                                                                                                                                                                                                               [{'sha': '8732e7d4739a911e01f69d2c5bda82ca15ca68a9', 'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/commits/8732e7d4739a911e01f69d2c5bda82ca15ca68a9', 'html_url': 'https://github.com/ANHIG/IMGTHLA/commit/8732e7d4739a911e01f69d2c5bda82ca15ca68a9'}]\n",
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+       "16                                                                                                                                                                                                                                                               [{'sha': 'c90cc62006b35061c8db4b6f8da1b86de7650b23', 'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/commits/c90cc62006b35061c8db4b6f8da1b86de7650b23', 'html_url': 'https://github.com/ANHIG/IMGTHLA/commit/c90cc62006b35061c8db4b6f8da1b86de7650b23'}]\n",
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+       "18    [{'sha': '1a3be9a5d01a414854ff3bfacd5257c14adeefa2', 'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/commits/1a3be9a5d01a414854ff3bfacd5257c14adeefa2', 'html_url': 'https://github.com/ANHIG/IMGTHLA/commit/1a3be9a5d01a414854ff3bfacd5257c14adeefa2'}, {'sha': 'd1dd2ac5e2b6a8abef9e33ed397807ece52a22fe', 'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/commits/d1dd2ac5e2b6a8abef9e33ed397807ece52a22fe', 'html_url': 'https://github.com/ANHIG/IMGTHLA/commit/d1dd2ac5e2b6a8abef9e33ed397807ece52a22fe'}]\n",
+       "19                                                                                                                                                                                                                                                               [{'sha': '4863b8f0a070d70836dfbdc00bdf70aa7bb66345', 'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/commits/4863b8f0a070d70836dfbdc00bdf70aa7bb66345', 'html_url': 'https://github.com/ANHIG/IMGTHLA/commit/4863b8f0a070d70836dfbdc00bdf70aa7bb66345'}]\n",
+       "Name: parents, dtype: object"
+      ]
+     },
+     "execution_count": 97,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "commit_refs_df['parents']"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 142,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "<class 'pandas.core.frame.DataFrame'>\n",
+      "RangeIndex: 100 entries, 0 to 99\n",
+      "Data columns (total 3 columns):\n",
+      " #   Column          Non-Null Count  Dtype              \n",
+      "---  ------          --------------  -----              \n",
+      " 0   sha             100 non-null    object             \n",
+      " 1   commit.message  100 non-null    object             \n",
+      " 2   date            100 non-null    datetime64[ns, UTC]\n",
+      "dtypes: datetime64[ns, UTC](1), object(2)\n",
+      "memory usage: 2.5+ KB\n"
+     ]
+    }
+   ],
+   "source": [
+    "commits_df.info()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 143,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "<class 'pandas.core.frame.DataFrame'>\n",
+      "RangeIndex: 20 entries, 0 to 19\n",
+      "Data columns (total 3 columns):\n",
+      " #   Column   Non-Null Count  Dtype \n",
+      "---  ------   --------------  ----- \n",
+      " 0   sha      20 non-null     object\n",
+      " 1   files    20 non-null     object\n",
+      " 2   parents  20 non-null     object\n",
+      "dtypes: object(3)\n",
+      "memory usage: 608.0+ bytes\n"
+     ]
+    }
+   ],
+   "source": [
+    "commit_refs_df.info()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 144,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# join commit dfs on sha\n",
+    "commits_joined_df = commits_df.merge(commit_refs_df, on='sha', how='inner')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 145,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Index(['sha', 'commit.message', 'date', 'files', 'parents'], dtype='object')"
+      ]
+     },
+     "execution_count": 145,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "commits_joined_df.columns"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 146,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "commits_joined_df.loc[:10, ['sha', 'commit.message', 'date', 'parents', 'files']].to_csv(\"commits.csv\", index=False, header=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 152,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[{'sha': 'e941759874365cb152a3562c22d10847d10db326',\n",
+       "  'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/commits/e941759874365cb152a3562c22d10847d10db326',\n",
+       "  'html_url': 'https://github.com/ANHIG/IMGTHLA/commit/e941759874365cb152a3562c22d10847d10db326'},\n",
+       " {'sha': '36220a1c5c2d6954f4873a552544cc0e55b61d0a',\n",
+       "  'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/commits/36220a1c5c2d6954f4873a552544cc0e55b61d0a',\n",
+       "  'html_url': 'https://github.com/ANHIG/IMGTHLA/commit/36220a1c5c2d6954f4873a552544cc0e55b61d0a'}]"
+      ]
+     },
+     "execution_count": 152,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "commits_joined_df['parents'].iloc[5]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 68,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# # # group commits by day\n",
+    "# # commit_refs_df = pd.DataFrame(commit_refs)\n",
+    "# # commit_refs_df[\"date\"] = pd.to_datetime(commit_refs_df[\"commit\"].apply(lambda x: x[\"author\"][\"date\"]))\n",
+    "\n",
+    "# # # extract message field\n",
+    "# # commit_refs_df[\"message\"] = commit_refs_df[\"commit\"].apply(lambda x: x[\"message\"])\n",
+    "\n",
+    "# # convert commit.author.date to datetime and sort by date descending\n",
+    "# commit_refs_df[\"date\"] = pd.to_datetime(commit_refs_df[\"commit.author.date\"])\n",
+    "\n",
+    "# # extract filename from files field\n",
+    "# commit_refs_df[\"files\"] = commit_refs_df[\"files\"].apply(lambda x: [file[\"filename\"] for file in x])\n",
+    "\n",
+    "# # select columns\n",
+    "# cols = [\n",
+    "#     \"sha\",\n",
+    "#     \"date\",\n",
+    "#     \"files\",\n",
+    "# ]\n",
+    "\n",
+    "# commit_refs_df = commit_refs_df[cols].explode(\"files\").dropna().sort_values(\"date\", ascending=False)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 69,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# commit_refs_df.groupby(pd.Grouper(key=\"date\", freq=\"D\"))[[\"sha\", \"files\"]].count()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 70,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# flatten_json(commit_refs_df.loc[0, \"commit\"])"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## GitHub Graph Analysis"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import networkx as nx"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 153,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "<class 'pandas.core.frame.DataFrame'>\n",
+      "RangeIndex: 7 entries, 0 to 6\n",
+      "Data columns (total 5 columns):\n",
+      " #   Column          Non-Null Count  Dtype              \n",
+      "---  ------          --------------  -----              \n",
+      " 0   sha             7 non-null      object             \n",
+      " 1   commit.message  7 non-null      object             \n",
+      " 2   date            7 non-null      datetime64[ns, UTC]\n",
+      " 3   files           7 non-null      object             \n",
+      " 4   parents         7 non-null      object             \n",
+      "dtypes: datetime64[ns, UTC](1), object(4)\n",
+      "memory usage: 408.0+ bytes\n"
+     ]
+    }
+   ],
+   "source": [
+    "commits_joined_df.iloc[:7, :].info()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 127,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# commits_joined_df.loc[:7, ['sha', 'commit', 'parents', 'files']].to_csv(\"commits_joined.csv\", index=False, header=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 188,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "commits_exp_df = commits_joined_df.explode(\"files\").explode(\"parents\")\n",
+    "commits_exp_df.columns = ['sha', 'commit.message', 'date', 'file', 'parent']"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 189,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# unnest the fields in the file column as their own columns with prefix\n",
+    "commits_exp_df = pd.json_normalize(commits_exp_df['file'], sep='.')\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 190,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>sha</th>\n",
+       "      <th>filename</th>\n",
+       "      <th>status</th>\n",
+       "      <th>additions</th>\n",
+       "      <th>deletions</th>\n",
+       "      <th>changes</th>\n",
+       "      <th>blob_url</th>\n",
+       "      <th>raw_url</th>\n",
+       "      <th>contents_url</th>\n",
+       "      <th>previous_filename</th>\n",
+       "      <th>patch</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>df1a5591eff92be3a94c065884d8264d308513c6</td>\n",
+       "      <td>ihiw/hml/3.51.0_ReferenceSequences.fasta</td>\n",
+       "      <td>renamed</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/blob/4b8432c7d56121c84d6ef1d75a1c7185c628c13d/ihiw%2Fhml%2F3.51.0_ReferenceSequences.fasta</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/raw/4b8432c7d56121c84d6ef1d75a1c7185c628c13d/ihiw%2Fhml%2F3.51.0_ReferenceSequences.fasta</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/contents/ihiw%2Fhml%2F3.51.0_ReferenceSequences.fasta?ref=4b8432c7d56121c84d6ef1d75a1c7185c628c13d</td>\n",
+       "      <td>ihiw/hml/3.50.0_ReferenceSequences.fasta</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>e23440821dc326f42b5444dbb1eac323650fae1e</td>\n",
+       "      <td>ihiw/hml/3.51.0_Reference_Alleles.txt</td>\n",
+       "      <td>renamed</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/blob/4b8432c7d56121c84d6ef1d75a1c7185c628c13d/ihiw%2Fhml%2F3.51.0_Reference_Alleles.txt</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/raw/4b8432c7d56121c84d6ef1d75a1c7185c628c13d/ihiw%2Fhml%2F3.51.0_Reference_Alleles.txt</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/contents/ihiw%2Fhml%2F3.51.0_Reference_Alleles.txt?ref=4b8432c7d56121c84d6ef1d75a1c7185c628c13d</td>\n",
+       "      <td>ihiw/hml/3.50.0_Reference_Alleles.txt</td>\n",
+       "      <td>@@ -1,8 +1,8 @@\\n-# filename: 3.50.0_Reference_Alleles.txt\\n-# date: 2022-10-12\\n+# filename: 3.51.0_Reference_Alleles.txt\\n+# date: 2023-01-12\\n # version: 1.0\\n # author: Ben Matern &lt;B.M.Matern@umcutrecht.nl&gt;\\n-IPD-IMGT/HLA Database 3.50.0 Accession Number\\tLocus\\tIPD-IMGT/HLA Database 3.50.0 Allele Name\\tDescription\\n+IPD-IMGT/HLA Database 3.51.0 Accession Number\\tLocus\\tIPD-IMGT/HLA Database 3.51.0 Allele Name\\tDescription\\n HLA00001\\tHLA-A\\tHLA-A*01:01:01:01\\tHLA-A Locus Reference;A*01 Reference\\n HLA00005\\tHLA-A\\tHLA-A*02:01:01:01\\tA*02 Reference\\n HLA00037\\tHLA-A\\tHLA-A*03:01:01:01\\tA*03 Reference</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>09190c395f26163a25fa85d0666b35f9f8846f49</td>\n",
+       "      <td>Allelelist_history.txt</td>\n",
+       "      <td>modified</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/blob/50b790037030d958b662085c3f4cf34ba72a32ec/Allelelist_history.txt</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/raw/50b790037030d958b662085c3f4cf34ba72a32ec/Allelelist_history.txt</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/contents/Allelelist_history.txt?ref=50b790037030d958b662085c3f4cf34ba72a32ec</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>@@ -1,6 +1,6 @@\\n # file: Allelelist_history.txt\\n-# date: \\n-# version: IPD-IMGT/HLA \\n+# date: 2022-10-12\\n+# version: IPD-IMGT/HLA 3.50.0\\n # origin: https://github.com/ANHIG/IMGTHLA/Allelelist_history.txt\\n # repository: https://raw.githubusercontent.com/ANHIG/IMGTHLA/Latest/Allelelist_history.txt\\n # author: WHO, Steven G. E. Marsh (steven.marsh@ucl.ac.uk)</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>09190c395f26163a25fa85d0666b35f9f8846f49</td>\n",
+       "      <td>Allelelist_history.txt</td>\n",
+       "      <td>modified</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/blob/50b790037030d958b662085c3f4cf34ba72a32ec/Allelelist_history.txt</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/raw/50b790037030d958b662085c3f4cf34ba72a32ec/Allelelist_history.txt</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/contents/Allelelist_history.txt?ref=50b790037030d958b662085c3f4cf34ba72a32ec</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>@@ -1,6 +1,6 @@\\n # file: Allelelist_history.txt\\n-# date: \\n-# version: IPD-IMGT/HLA \\n+# date: 2022-10-12\\n+# version: IPD-IMGT/HLA 3.50.0\\n # origin: https://github.com/ANHIG/IMGTHLA/Allelelist_history.txt\\n # repository: https://raw.githubusercontent.com/ANHIG/IMGTHLA/Latest/Allelelist_history.txt\\n # author: WHO, Steven G. E. Marsh (steven.marsh@ucl.ac.uk)</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                        sha   \n",
+       "5  df1a5591eff92be3a94c065884d8264d308513c6  \\\n",
+       "6  e23440821dc326f42b5444dbb1eac323650fae1e   \n",
+       "7                                       NaN   \n",
+       "8  09190c395f26163a25fa85d0666b35f9f8846f49   \n",
+       "9  09190c395f26163a25fa85d0666b35f9f8846f49   \n",
+       "\n",
+       "                                   filename    status  additions  deletions   \n",
+       "5  ihiw/hml/3.51.0_ReferenceSequences.fasta   renamed        0.0        0.0  \\\n",
+       "6     ihiw/hml/3.51.0_Reference_Alleles.txt   renamed        3.0        3.0   \n",
+       "7                                       NaN       NaN        NaN        NaN   \n",
+       "8                    Allelelist_history.txt  modified        2.0        2.0   \n",
+       "9                    Allelelist_history.txt  modified        2.0        2.0   \n",
+       "\n",
+       "   changes   \n",
+       "5      0.0  \\\n",
+       "6      6.0   \n",
+       "7      NaN   \n",
+       "8      4.0   \n",
+       "9      4.0   \n",
+       "\n",
+       "                                                                                                                      blob_url   \n",
+       "5  https://github.com/ANHIG/IMGTHLA/blob/4b8432c7d56121c84d6ef1d75a1c7185c628c13d/ihiw%2Fhml%2F3.51.0_ReferenceSequences.fasta  \\\n",
+       "6     https://github.com/ANHIG/IMGTHLA/blob/4b8432c7d56121c84d6ef1d75a1c7185c628c13d/ihiw%2Fhml%2F3.51.0_Reference_Alleles.txt   \n",
+       "7                                                                                                                          NaN   \n",
+       "8                        https://github.com/ANHIG/IMGTHLA/blob/50b790037030d958b662085c3f4cf34ba72a32ec/Allelelist_history.txt   \n",
+       "9                        https://github.com/ANHIG/IMGTHLA/blob/50b790037030d958b662085c3f4cf34ba72a32ec/Allelelist_history.txt   \n",
+       "\n",
+       "                                                                                                                      raw_url   \n",
+       "5  https://github.com/ANHIG/IMGTHLA/raw/4b8432c7d56121c84d6ef1d75a1c7185c628c13d/ihiw%2Fhml%2F3.51.0_ReferenceSequences.fasta  \\\n",
+       "6     https://github.com/ANHIG/IMGTHLA/raw/4b8432c7d56121c84d6ef1d75a1c7185c628c13d/ihiw%2Fhml%2F3.51.0_Reference_Alleles.txt   \n",
+       "7                                                                                                                         NaN   \n",
+       "8                        https://github.com/ANHIG/IMGTHLA/raw/50b790037030d958b662085c3f4cf34ba72a32ec/Allelelist_history.txt   \n",
+       "9                        https://github.com/ANHIG/IMGTHLA/raw/50b790037030d958b662085c3f4cf34ba72a32ec/Allelelist_history.txt   \n",
+       "\n",
+       "                                                                                                                                    contents_url   \n",
+       "5  https://api.github.com/repos/ANHIG/IMGTHLA/contents/ihiw%2Fhml%2F3.51.0_ReferenceSequences.fasta?ref=4b8432c7d56121c84d6ef1d75a1c7185c628c13d  \\\n",
+       "6     https://api.github.com/repos/ANHIG/IMGTHLA/contents/ihiw%2Fhml%2F3.51.0_Reference_Alleles.txt?ref=4b8432c7d56121c84d6ef1d75a1c7185c628c13d   \n",
+       "7                                                                                                                                            NaN   \n",
+       "8                        https://api.github.com/repos/ANHIG/IMGTHLA/contents/Allelelist_history.txt?ref=50b790037030d958b662085c3f4cf34ba72a32ec   \n",
+       "9                        https://api.github.com/repos/ANHIG/IMGTHLA/contents/Allelelist_history.txt?ref=50b790037030d958b662085c3f4cf34ba72a32ec   \n",
+       "\n",
+       "                          previous_filename   \n",
+       "5  ihiw/hml/3.50.0_ReferenceSequences.fasta  \\\n",
+       "6     ihiw/hml/3.50.0_Reference_Alleles.txt   \n",
+       "7                                       NaN   \n",
+       "8                                       NaN   \n",
+       "9                                       NaN   \n",
+       "\n",
+       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 patch  \n",
+       "5                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  NaN  \n",
+       "6  @@ -1,8 +1,8 @@\\n-# filename: 3.50.0_Reference_Alleles.txt\\n-# date: 2022-10-12\\n+# filename: 3.51.0_Reference_Alleles.txt\\n+# date: 2023-01-12\\n # version: 1.0\\n # author: Ben Matern <B.M.Matern@umcutrecht.nl>\\n-IPD-IMGT/HLA Database 3.50.0 Accession Number\\tLocus\\tIPD-IMGT/HLA Database 3.50.0 Allele Name\\tDescription\\n+IPD-IMGT/HLA Database 3.51.0 Accession Number\\tLocus\\tIPD-IMGT/HLA Database 3.51.0 Allele Name\\tDescription\\n HLA00001\\tHLA-A\\tHLA-A*01:01:01:01\\tHLA-A Locus Reference;A*01 Reference\\n HLA00005\\tHLA-A\\tHLA-A*02:01:01:01\\tA*02 Reference\\n HLA00037\\tHLA-A\\tHLA-A*03:01:01:01\\tA*03 Reference  \n",
+       "7                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  NaN  \n",
+       "8                                                                                                                                                                                                                                                          @@ -1,6 +1,6 @@\\n # file: Allelelist_history.txt\\n-# date: \\n-# version: IPD-IMGT/HLA \\n+# date: 2022-10-12\\n+# version: IPD-IMGT/HLA 3.50.0\\n # origin: https://github.com/ANHIG/IMGTHLA/Allelelist_history.txt\\n # repository: https://raw.githubusercontent.com/ANHIG/IMGTHLA/Latest/Allelelist_history.txt\\n # author: WHO, Steven G. E. Marsh (steven.marsh@ucl.ac.uk)  \n",
+       "9                                                                                                                                                                                                                                                          @@ -1,6 +1,6 @@\\n # file: Allelelist_history.txt\\n-# date: \\n-# version: IPD-IMGT/HLA \\n+# date: 2022-10-12\\n+# version: IPD-IMGT/HLA 3.50.0\\n # origin: https://github.com/ANHIG/IMGTHLA/Allelelist_history.txt\\n # repository: https://raw.githubusercontent.com/ANHIG/IMGTHLA/Latest/Allelelist_history.txt\\n # author: WHO, Steven G. E. Marsh (steven.marsh@ucl.ac.uk)  "
+      ]
+     },
+     "execution_count": 190,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "commits_exp_df.iloc[5:, :].head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 184,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['sha',\n",
+       " 'commit.message',\n",
+       " 'date',\n",
+       " 'file',\n",
+       " 'parent',\n",
+       " 0,\n",
+       " 'sha',\n",
+       " 'filename',\n",
+       " 'status',\n",
+       " 'additions',\n",
+       " 'deletions',\n",
+       " 'changes',\n",
+       " 'blob_url',\n",
+       " 'raw_url',\n",
+       " 'contents_url',\n",
+       " 'previous_filename',\n",
+       " 'patch']"
+      ]
+     },
+     "execution_count": 184,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "list(commits_exp_df.columns)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "G = nx.from_pandas_edgelist(commits_exp_df, source='sha', target='file', edge_attr=[])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 158,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'graph': {},\n",
+       " '_node': {'38398a75e9762ff070d8e9bd714d074332646cd7': {'label': 'Merge pull request #334 from ANHIG/3520\\n\\nIPD-IMGT/HLA Release 3.52.0'},\n",
+       "  'def376dc6955b339b17f0a4b840e80eb6b9c744b': {'label': 'IPD-IMGT/HLA Release 3.52.0'},\n",
+       "  '5f2c562056f8ffa89aeea0631f2a52300ee0de17': {'label': 'Merge pull request #325 from ANHIG/3510\\n\\n3510'},\n",
+       "  '4b8432c7d56121c84d6ef1d75a1c7185c628c13d': {'label': 'IPD-IMGT/HLA Database Release 3.51.0\\n\\nUpdated the ihiw folder for 3.51.0'},\n",
+       "  '4486f5c623705c6a14d9eeaba7d155cff30cdb43': {'label': 'IPD-IMGT/HLA Release 3.51.0\\n\\nUpdates for 3.51.0'},\n",
+       "  '50b790037030d958b662085c3f4cf34ba72a32ec': {'label': 'Merge pull request #323 from ANHIG/3500\\n\\nCorrected missing date and version field in Allelelist_history.txt'},\n",
+       "  '36220a1c5c2d6954f4873a552544cc0e55b61d0a': {'label': 'Corrected missing date and version field in Allelelist_history.txt'},\n",
+       "  'e941759874365cb152a3562c22d10847d10db326': {'label': 'Merge pull request #318 from ANHIG/3500\\n\\nhla.dat file for IPD-IMGT/HLA Release 3.50.0'},\n",
+       "  '2d38d3313229fdc5f8aa00052a2db21b35be3d2d': {'label': 'hla.dat file for IPD-IMGT/HLA Release 3.50.0'},\n",
+       "  '1ce31fc9e2805034578eff60a269c02176f03252': {'label': 'Merge pull request #317 from ANHIG/3500\\n\\nIPD-IMGT/HLA Release 3.50.0'},\n",
+       "  '2c631a4b61d529ff1c0635750888f6f6d79c2703': {'label': 'IPD-IMGT/HLA Release 3.50.0'},\n",
+       "  '12b4b94bb49b4640fa48a1182cc9b1e1fbf7e816': {'label': 'Merge pull request #315 from ANHIG/3490\\n\\nRemoval of duplicate \"KW   Human MHC;\" in hla.dat; Removal of empty 3…'},\n",
+       "  '8f80f24d49797595d8a18b8d4d1f59846fbf3fe1': {'label': 'Removal of duplicate \"KW   Human MHC;\" in hla.dat; Removal of empty 3\\'UTR in DQB1*03:480Q'},\n",
+       "  'a9680a9e80e2c119d4aa41f90e5f40cef6e7df02': {'label': 'Merge pull request #314 from ANHIG/3490\\n\\nCorrected DRA*01:01:01:01 P group (DRA*01:01P)'},\n",
+       "  '1fd937e6c0ff8452f64152aec9632f0586f981d1': {'label': 'Corrected DRA*01:01:01:01 P group (DRA*01:01P)'},\n",
+       "  '50e92c677f4cd547c32bb9305269a762a9595074': {'label': 'Merge pull request #310 from ANHIG/3490\\n\\nAdded additional space in DRB_prot.txt, DRB_nuc.txt and DRB1_gen.txt …'},\n",
+       "  '8732e7d4739a911e01f69d2c5bda82ca15ca68a9': {'label': 'Added additional space in DRB_prot.txt, DRB_nuc.txt and DRB1_gen.txt due to DRB1*15:200:01:01N and DRB1*15:200:01:02N'},\n",
+       "  '536e8833f3be4bbcffbfba43cd0b3043c5bf4068': {'label': 'Merge pull request #308 from ANHIG/3490\\n\\n3490'},\n",
+       "  'c90cc62006b35061c8db4b6f8da1b86de7650b23': {'label': \"Merge branch 'Latest' into 3490\"},\n",
+       "  '1a3be9a5d01a414854ff3bfacd5257c14adeefa2': {'label': 'IPD-IMGT/HLA Release 3.49.0'}},\n",
+       " '_adj': {'38398a75e9762ff070d8e9bd714d074332646cd7': {},\n",
+       "  'def376dc6955b339b17f0a4b840e80eb6b9c744b': {},\n",
+       "  '5f2c562056f8ffa89aeea0631f2a52300ee0de17': {},\n",
+       "  '4b8432c7d56121c84d6ef1d75a1c7185c628c13d': {},\n",
+       "  '4486f5c623705c6a14d9eeaba7d155cff30cdb43': {},\n",
+       "  '50b790037030d958b662085c3f4cf34ba72a32ec': {},\n",
+       "  '36220a1c5c2d6954f4873a552544cc0e55b61d0a': {},\n",
+       "  'e941759874365cb152a3562c22d10847d10db326': {},\n",
+       "  '2d38d3313229fdc5f8aa00052a2db21b35be3d2d': {},\n",
+       "  '1ce31fc9e2805034578eff60a269c02176f03252': {},\n",
+       "  '2c631a4b61d529ff1c0635750888f6f6d79c2703': {},\n",
+       "  '12b4b94bb49b4640fa48a1182cc9b1e1fbf7e816': {},\n",
+       "  '8f80f24d49797595d8a18b8d4d1f59846fbf3fe1': {},\n",
+       "  'a9680a9e80e2c119d4aa41f90e5f40cef6e7df02': {},\n",
+       "  '1fd937e6c0ff8452f64152aec9632f0586f981d1': {},\n",
+       "  '50e92c677f4cd547c32bb9305269a762a9595074': {},\n",
+       "  '8732e7d4739a911e01f69d2c5bda82ca15ca68a9': {},\n",
+       "  '536e8833f3be4bbcffbfba43cd0b3043c5bf4068': {},\n",
+       "  'c90cc62006b35061c8db4b6f8da1b86de7650b23': {},\n",
+       "  '1a3be9a5d01a414854ff3bfacd5257c14adeefa2': {}},\n",
+       " '_succ': {'38398a75e9762ff070d8e9bd714d074332646cd7': {},\n",
+       "  'def376dc6955b339b17f0a4b840e80eb6b9c744b': {},\n",
+       "  '5f2c562056f8ffa89aeea0631f2a52300ee0de17': {},\n",
+       "  '4b8432c7d56121c84d6ef1d75a1c7185c628c13d': {},\n",
+       "  '4486f5c623705c6a14d9eeaba7d155cff30cdb43': {},\n",
+       "  '50b790037030d958b662085c3f4cf34ba72a32ec': {},\n",
+       "  '36220a1c5c2d6954f4873a552544cc0e55b61d0a': {},\n",
+       "  'e941759874365cb152a3562c22d10847d10db326': {},\n",
+       "  '2d38d3313229fdc5f8aa00052a2db21b35be3d2d': {},\n",
+       "  '1ce31fc9e2805034578eff60a269c02176f03252': {},\n",
+       "  '2c631a4b61d529ff1c0635750888f6f6d79c2703': {},\n",
+       "  '12b4b94bb49b4640fa48a1182cc9b1e1fbf7e816': {},\n",
+       "  '8f80f24d49797595d8a18b8d4d1f59846fbf3fe1': {},\n",
+       "  'a9680a9e80e2c119d4aa41f90e5f40cef6e7df02': {},\n",
+       "  '1fd937e6c0ff8452f64152aec9632f0586f981d1': {},\n",
+       "  '50e92c677f4cd547c32bb9305269a762a9595074': {},\n",
+       "  '8732e7d4739a911e01f69d2c5bda82ca15ca68a9': {},\n",
+       "  '536e8833f3be4bbcffbfba43cd0b3043c5bf4068': {},\n",
+       "  'c90cc62006b35061c8db4b6f8da1b86de7650b23': {},\n",
+       "  '1a3be9a5d01a414854ff3bfacd5257c14adeefa2': {}},\n",
+       " '_pred': {'38398a75e9762ff070d8e9bd714d074332646cd7': {},\n",
+       "  'def376dc6955b339b17f0a4b840e80eb6b9c744b': {},\n",
+       "  '5f2c562056f8ffa89aeea0631f2a52300ee0de17': {},\n",
+       "  '4b8432c7d56121c84d6ef1d75a1c7185c628c13d': {},\n",
+       "  '4486f5c623705c6a14d9eeaba7d155cff30cdb43': {},\n",
+       "  '50b790037030d958b662085c3f4cf34ba72a32ec': {},\n",
+       "  '36220a1c5c2d6954f4873a552544cc0e55b61d0a': {},\n",
+       "  'e941759874365cb152a3562c22d10847d10db326': {},\n",
+       "  '2d38d3313229fdc5f8aa00052a2db21b35be3d2d': {},\n",
+       "  '1ce31fc9e2805034578eff60a269c02176f03252': {},\n",
+       "  '2c631a4b61d529ff1c0635750888f6f6d79c2703': {},\n",
+       "  '12b4b94bb49b4640fa48a1182cc9b1e1fbf7e816': {},\n",
+       "  '8f80f24d49797595d8a18b8d4d1f59846fbf3fe1': {},\n",
+       "  'a9680a9e80e2c119d4aa41f90e5f40cef6e7df02': {},\n",
+       "  '1fd937e6c0ff8452f64152aec9632f0586f981d1': {},\n",
+       "  '50e92c677f4cd547c32bb9305269a762a9595074': {},\n",
+       "  '8732e7d4739a911e01f69d2c5bda82ca15ca68a9': {},\n",
+       "  '536e8833f3be4bbcffbfba43cd0b3043c5bf4068': {},\n",
+       "  'c90cc62006b35061c8db4b6f8da1b86de7650b23': {},\n",
+       "  '1a3be9a5d01a414854ff3bfacd5257c14adeefa2': {}}}"
+      ]
+     },
+     "execution_count": 158,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "vars(G)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": ".venv",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.9.16"
+  },
+  "orig_nbformat": 4
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}

From ca6b900b8f95eb14f3d685838da59a18fcf6ca87 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Tue, 18 Apr 2023 12:41:58 -0700
Subject: [PATCH 002/367] refactor pipeline & database S3 config paths

---
 .gitignore                                    |  8 ++--
 Makefile                                      | 19 ++------
 gfe-db/database/Makefile                      | 30 ++++++------
 .../amazon-cloudwatch-agent.json              |  0
 .../neo4j/cypher/create_constraints.cyp       |  0
 .../neo4j/cypher/drop_constraints.cyp         |  0
 .../{ => config}/neo4j/cypher/init.cyp        |  0
 .../{ => config}/neo4j/cypher/load.cyp        |  0
 .../{ => config}/neo4j/neo4j.template         |  0
 gfe-db/database/{ => config}/scripts/Makefile |  9 ++--
 .../{ => config}/scripts/init/create_cert.sh  |  0
 .../scripts/init/eip_assoc_waiter.sh          |  0
 .../database/{ => config}/scripts/load_db.sh  |  0
 .../{ => config}/scripts/send_heartbeat.sh    |  0
 .../{ => config}/scripts/start_task.sh        |  0
 gfe-db/database/template.yaml                 | 13 ++++-
 gfe-db/pipeline/Makefile                      |  3 +-
 .../config/IMGTHLA-repository-state.json      | 47 -------------------
 gfe-db/pipeline/config/pipeline-input.json    |  6 ---
 gfe-db/pipeline/config/source-config.json     | 33 +++++++++++++
 20 files changed, 77 insertions(+), 91 deletions(-)
 rename gfe-db/database/{ => config}/amazon-cloudwatch-agent/amazon-cloudwatch-agent.json (100%)
 rename gfe-db/database/{ => config}/neo4j/cypher/create_constraints.cyp (100%)
 rename gfe-db/database/{ => config}/neo4j/cypher/drop_constraints.cyp (100%)
 rename gfe-db/database/{ => config}/neo4j/cypher/init.cyp (100%)
 rename gfe-db/database/{ => config}/neo4j/cypher/load.cyp (100%)
 rename gfe-db/database/{ => config}/neo4j/neo4j.template (100%)
 rename gfe-db/database/{ => config}/scripts/Makefile (94%)
 rename gfe-db/database/{ => config}/scripts/init/create_cert.sh (100%)
 rename gfe-db/database/{ => config}/scripts/init/eip_assoc_waiter.sh (100%)
 rename gfe-db/database/{ => config}/scripts/load_db.sh (100%)
 rename gfe-db/database/{ => config}/scripts/send_heartbeat.sh (100%)
 rename gfe-db/database/{ => config}/scripts/start_task.sh (100%)
 delete mode 100644 gfe-db/pipeline/config/IMGTHLA-repository-state.json
 delete mode 100644 gfe-db/pipeline/config/pipeline-input.json
 create mode 100644 gfe-db/pipeline/config/source-config.json

diff --git a/.gitignore b/.gitignore
index 9c3ffc7b..f66dfd15 100755
--- a/.gitignore
+++ b/.gitignore
@@ -95,10 +95,12 @@ data/
 *.dat
 logs/
 *.bak
-_*.*
+_*.md
+___*/
+___*.json
 .github/_*
 payload.json
 response.json
 neo4j.conf
-___*
-gfedb.zip
\ No newline at end of file
+gfedb.zip
+reports/
\ No newline at end of file
diff --git a/Makefile b/Makefile
index 828322b9..7e0a0339 100644
--- a/Makefile
+++ b/Makefile
@@ -1,21 +1,16 @@
-##########################
-# Bootstrapping variables
-##########################
-
-# Application specific environment variables
+# Application specific environment variables can replace variables declared in the Makefile with `?=` assignment.
 include .env
 export
 
 # Base settings, these should almost never change
 export AWS_ACCOUNT ?= $(shell aws sts get-caller-identity --query Account --output text)
-
 export ROOT_DIR := $(shell pwd)
 export DATABASE_DIR := ${ROOT_DIR}/${APP_NAME}/database
 export LOGS_DIR := $(shell echo "${ROOT_DIR}/logs")
 export CFN_LOG_PATH := $(shell echo "${LOGS_DIR}/cfn/logs.txt")
 export PURGE_LOGS := false
 
-# TODO move these to a config file
+# TODO move these to a database environment config file
 export NEO4J_AMI_ID ?= ami-04aa5da301f99bf58 # Bitnami Neo4j, requires subscription through AWS Marketplace
 export DATABASE_VOLUME_SIZE ?= 50
 # TODO: Add TRIGGER_SCHEDULE variable
@@ -23,6 +18,7 @@ export DATABASE_VOLUME_SIZE ?= 50
 
 # Resource identifiers
 export DATA_BUCKET_NAME ?= ${STAGE}-${APP_NAME}-${AWS_ACCOUNT}-${AWS_REGION}
+export CONFIG_S3_PATH := config
 export ECR_BASE_URI := ${AWS_ACCOUNT}.dkr.ecr.${AWS_REGION}.amazonaws.com
 export BUILD_REPOSITORY ?= ${STAGE}-${APP_NAME}-build-service
 export INSTANCE_ID := $(shell aws ssm get-parameters \
@@ -30,11 +26,6 @@ export INSTANCE_ID := $(shell aws ssm get-parameters \
 		--output json \
 		| jq -r '.Parameters[0].Value')
 
-# S3 paths
-export PIPELINE_STATE_PATH := config/IMGTHLA-repository-state.json
-export PIPELINE_PARAMS_PATH := config/pipeline-input.json
-export FUNCTIONS_PATH := ${APP_NAME}/pipeline/functions
-
 target:
 	$(info ${HELP_MESSAGE})
 	@exit 0
@@ -127,7 +118,7 @@ pipeline.jobs.deploy:
 
 config.deploy:
 	$(MAKE) -C ${APP_NAME}/pipeline/ service.config.deploy
-	$(MAKE) -C ${APP_NAME}/database/ config.deploy
+	$(MAKE) -C ${APP_NAME}/database/ service.config.deploy
 
 monitoring.create-subscriptions:
 	$(MAKE) -C ${APP_NAME}/infrastructure service.monitoring.create-subscriptions
@@ -146,7 +137,7 @@ database.load.run: # args: align, kir, limit, releases
 	echo "$$payload" | jq -r && \
 	echo "$$payload" | jq > payload.json
 	@echo "Run pipeline with this payload? [y/N] \c " && read ans && [ $${ans:-N} = y ]
-	@function_name="${STAGE}"-"${APP_NAME}"-"$$(cat ${FUNCTIONS_PATH}/environment.json | jq -r '.Functions.InvokePipeline.FunctionConfiguration.FunctionName')" && \
+	@function_name="${STAGE}"-"${APP_NAME}"-"$$(cat ${APP_NAME}/pipeline/functions/environment.json | jq -r '.Functions.InvokePipeline.FunctionConfiguration.FunctionName')" && \
 	echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Invoking $$function_name..." 2>&1 | tee -a ${CFN_LOG_PATH} && \
 	echo "Payload:" >> ${CFN_LOG_PATH} && \
 	cat payload.json >> ${CFN_LOG_PATH} && \
diff --git a/gfe-db/database/Makefile b/gfe-db/database/Makefile
index 3f874e11..5cc3d26e 100644
--- a/gfe-db/database/Makefile
+++ b/gfe-db/database/Makefile
@@ -30,19 +30,14 @@ service.check-key-pair: ##=> Checks if the key pair already exists and creates i
 service.config.deploy: service.config.neo4j.deploy service.config.scripts.deploy service.config.cloudwatch-agent.deploy
 
 service.config.neo4j.deploy: service.config.update-dns
-	@aws s3 cp neo4j/neo4j.conf s3://$$DATA_BUCKET_NAME/config/neo4j/neo4j.conf 2>&1 | tee -a $$CFN_LOG_PATH
-	@aws s3 cp --recursive neo4j/cypher/ s3://$$DATA_BUCKET_NAME/config/neo4j/cypher/ 2>&1 | tee -a $$CFN_LOG_PATH
-
-service.config.update-dns:
-	@[ "${HOST_DOMAIN}" != "" ] && \
-	cat neo4j/neo4j.template | \
-	sed s"/# dbms.default_advertised_address=.*/dbms.default_advertised_address=${SUBDOMAIN}.${HOST_DOMAIN}/" > neo4j/neo4j.conf
+	# @aws s3 cp config/neo4j/neo4j.conf s3://$$DATA_BUCKET_NAME/$${CONFIG_S3_PATH}/${SERVICE}/neo4j/neo4j.conf 2>&1 | tee -a $$CFN_LOG_PATH
+	@aws s3 cp --recursive config/neo4j/cypher/ s3://$$DATA_BUCKET_NAME/$${CONFIG_S3_PATH}/${SERVICE}/neo4j/ 2>&1 | tee -a $$CFN_LOG_PATH
 
 service.config.scripts.deploy:
-	@script_s3_path=s3://$$DATA_BUCKET_NAME/config/scripts/ && \
+	@script_s3_path=s3://$$DATA_BUCKET_NAME/$${CONFIG_S3_PATH}/${SERVICE}/scripts/ && \
 	echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deploying backup script to $$script_s3_path" 2>&1 \
 		| tee -a $$CFN_LOG_PATH && \
-	aws s3 cp --recursive scripts/ $$script_s3_path
+	aws s3 cp --recursive config/scripts/ $$script_s3_path
 
 service.config.scripts.sync: service.config.scripts.deploy
 	@document_name="$$(aws ssm get-parameter \
@@ -53,13 +48,18 @@ service.config.scripts.sync: service.config.scripts.deploy
 		--comment "${STAGE}=${APP_NAME} backup service" 2>&1 | tee -a $$CFN_LOG_PATH || true
 
 service.config.cloudwatch-agent.deploy:
-	@mkdir -p amazon-cloudwatch-agent/tmp/ 
-	@cat amazon-cloudwatch-agent/amazon-cloudwatch-agent.json | sed "s/STAGE/$${STAGE}/g" | sed "s/APP_NAME/$${APP_NAME}/g" > amazon-cloudwatch-agent/tmp/_amazon-cloudwatch-agent.json
-	@config_s3_path=s3://$$DATA_BUCKET_NAME/config/amazon-cloudwatch-agent/amazon-cloudwatch-agent.json && \
+	@mkdir -p config/amazon-cloudwatch-agent/tmp/ 
+	@cat config/amazon-cloudwatch-agent/amazon-cloudwatch-agent.json | sed "s/STAGE/$${STAGE}/g" | sed "s/APP_NAME/$${APP_NAME}/g" > config/amazon-cloudwatch-agent/tmp/_amazon-cloudwatch-agent.json
+	@config_s3_path=s3://$$DATA_BUCKET_NAME/$${CONFIG_S3_PATH}/${SERVICE}/amazon-cloudwatch-agent/amazon-cloudwatch-agent.json && \
 	echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deploying amazon-cloudwatch-agent config to $$config_s3_path" 2>&1 \
 		| tee -a $$CFN_LOG_PATH && \
-	aws s3 cp amazon-cloudwatch-agent/tmp/_amazon-cloudwatch-agent.json $$config_s3_path
-	@rm -rf amazon-cloudwatch-agent/tmp/
+	aws s3 cp config/amazon-cloudwatch-agent/tmp/_amazon-cloudwatch-agent.json $$config_s3_path
+	@rm -rf config/amazon-cloudwatch-agent/tmp/
+
+service.config.update-dns:
+	@[ "${HOST_DOMAIN}" != "" ] && \
+	cat config/neo4j/neo4j.template | \
+	sed s"/# dbms.default_advertised_address=.*/dbms.default_advertised_address=${SUBDOMAIN}.${HOST_DOMAIN}/" > config/neo4j/neo4j.conf
 
 service.deploy:
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deploying Neo4j to EC2 with ${NEO4J_AMI_ID}" 2>&1 | tee -a $$CFN_LOG_PATH
@@ -71,7 +71,9 @@ service.deploy:
 		--parameter-overrides \
 			Stage="$${STAGE}" \
 			AppName="$${APP_NAME}" \
+			ServiceName="${SERVICE}" \
 			DataBucketName="$${DATA_BUCKET_NAME}" \
+			ConfigS3Path="$${CONFIG_S3_PATH}" \
 			Neo4jAmiId="$${NEO4J_AMI_ID}" \
 			Neo4jPassword="$${NEO4J_PASSWORD}" \
 			DatabaseVolumeSize="$${DATABASE_VOLUME_SIZE}" \
diff --git a/gfe-db/database/amazon-cloudwatch-agent/amazon-cloudwatch-agent.json b/gfe-db/database/config/amazon-cloudwatch-agent/amazon-cloudwatch-agent.json
similarity index 100%
rename from gfe-db/database/amazon-cloudwatch-agent/amazon-cloudwatch-agent.json
rename to gfe-db/database/config/amazon-cloudwatch-agent/amazon-cloudwatch-agent.json
diff --git a/gfe-db/database/neo4j/cypher/create_constraints.cyp b/gfe-db/database/config/neo4j/cypher/create_constraints.cyp
similarity index 100%
rename from gfe-db/database/neo4j/cypher/create_constraints.cyp
rename to gfe-db/database/config/neo4j/cypher/create_constraints.cyp
diff --git a/gfe-db/database/neo4j/cypher/drop_constraints.cyp b/gfe-db/database/config/neo4j/cypher/drop_constraints.cyp
similarity index 100%
rename from gfe-db/database/neo4j/cypher/drop_constraints.cyp
rename to gfe-db/database/config/neo4j/cypher/drop_constraints.cyp
diff --git a/gfe-db/database/neo4j/cypher/init.cyp b/gfe-db/database/config/neo4j/cypher/init.cyp
similarity index 100%
rename from gfe-db/database/neo4j/cypher/init.cyp
rename to gfe-db/database/config/neo4j/cypher/init.cyp
diff --git a/gfe-db/database/neo4j/cypher/load.cyp b/gfe-db/database/config/neo4j/cypher/load.cyp
similarity index 100%
rename from gfe-db/database/neo4j/cypher/load.cyp
rename to gfe-db/database/config/neo4j/cypher/load.cyp
diff --git a/gfe-db/database/neo4j/neo4j.template b/gfe-db/database/config/neo4j/neo4j.template
similarity index 100%
rename from gfe-db/database/neo4j/neo4j.template
rename to gfe-db/database/config/neo4j/neo4j.template
diff --git a/gfe-db/database/scripts/Makefile b/gfe-db/database/config/scripts/Makefile
similarity index 94%
rename from gfe-db/database/scripts/Makefile
rename to gfe-db/database/config/scripts/Makefile
index f3826d30..2a2a5724 100644
--- a/gfe-db/database/scripts/Makefile
+++ b/gfe-db/database/config/scripts/Makefile
@@ -1,5 +1,6 @@
 # This Makefile only orchestrates process that are run on the EC2 database instance, it is deployed and called on the server
 # Must be run as sudo
+SERVICE := database
 
 # Application specific environment variables
 include env.sh
@@ -96,7 +97,7 @@ neo4j.restart:
 
 neo4j.config.update: neo4j.config.backup
 	@echo "Downloading Neo4j configuration from ${DATA_BUCKET_NAME}"
-	@aws s3 cp s3://${DATA_BUCKET_NAME}/config/neo4j/neo4j.conf ${NEO4J_HOME}/conf/neo4j.conf
+	@aws s3 cp s3://${DATA_BUCKET_NAME}/config/${SERVICE}/neo4j/neo4j.conf ${NEO4J_HOME}/conf/neo4j.conf
 
 neo4j.config.reset-auth:
 	@echo "Resetting Neo4j authentication"
@@ -128,7 +129,7 @@ neo4j.plugins.install-gds:
 neo4j.init:
 	@mkdir -p ${NEO4J_HOME}/backups ${NEO4J_HOME}/cypher
 	@echo "Fetching Cypher scripts from S3..."
-	@aws s3 cp --recursive s3://${DATA_BUCKET_NAME}/config/neo4j/cypher/ ${NEO4J_HOME}/cypher/
+	@aws s3 cp --recursive s3://${DATA_BUCKET_NAME}/config/${SERVICE}/neo4j/cypher/ ${NEO4J_HOME}/cypher/
 	@echo "Executing initialization queries..."
 	@cat ${NEO4J_HOME}/cypher/init.cyp | /opt/bitnami/neo4j/bin/cypher-shell -u ${NEO4J_USERNAME} -p ${NEO4J_PASSWORD} -a neo4j+s://${SUBDOMAIN}.${HOST_DOMAIN}:7687
 
@@ -170,13 +171,13 @@ neo4j.restore: #from_date=<YYYY/MM/DD/HH>
 neo4j.create-constraints:
 	@mkdir -p ${NEO4J_HOME}/backups ${NEO4J_HOME}/cypher
 	@echo "Fetching cypher scripts from S3..."
-	@aws s3 cp --recursive s3://${DATA_BUCKET_NAME}/config/neo4j/cypher/ ${NEO4J_HOME}/cypher/
+	@aws s3 cp --recursive s3://${DATA_BUCKET_NAME}/config/${SERVICE}/neo4j/cypher/ ${NEO4J_HOME}/cypher/
 	@cat ${NEO4J_HOME}/cypher/create_constraints.cyp | cypher-shell -u ${NEO4J_USERNAME} -p ${NEO4J_PASSWORD} -a neo4j+s://${SUBDOMAIN}.${HOST_DOMAIN}:7687
 
 neo4j.drop-constraints:
 	@mkdir -p ${NEO4J_HOME}/backups ${NEO4J_HOME}/cypher
 	@echo "Fetching cypher scripts from S3..."
-	@aws s3 cp --recursive s3://${DATA_BUCKET_NAME}/config/neo4j/cypher/ ${NEO4J_HOME}/cypher/
+	@aws s3 cp --recursive s3://${DATA_BUCKET_NAME}/config/${SERVICE}/neo4j/cypher/ ${NEO4J_HOME}/cypher/
 	@cat ${NEO4J_HOME}/cypher/drop_constraints.cyp | cypher-shell -u ${NEO4J_USERNAME} -p ${NEO4J_PASSWORD} -a neo4j+s://${SUBDOMAIN}.${HOST_DOMAIN}:7687
 
 # TODO integrate reporting, copy to S3 with logs
diff --git a/gfe-db/database/scripts/init/create_cert.sh b/gfe-db/database/config/scripts/init/create_cert.sh
similarity index 100%
rename from gfe-db/database/scripts/init/create_cert.sh
rename to gfe-db/database/config/scripts/init/create_cert.sh
diff --git a/gfe-db/database/scripts/init/eip_assoc_waiter.sh b/gfe-db/database/config/scripts/init/eip_assoc_waiter.sh
similarity index 100%
rename from gfe-db/database/scripts/init/eip_assoc_waiter.sh
rename to gfe-db/database/config/scripts/init/eip_assoc_waiter.sh
diff --git a/gfe-db/database/scripts/load_db.sh b/gfe-db/database/config/scripts/load_db.sh
similarity index 100%
rename from gfe-db/database/scripts/load_db.sh
rename to gfe-db/database/config/scripts/load_db.sh
diff --git a/gfe-db/database/scripts/send_heartbeat.sh b/gfe-db/database/config/scripts/send_heartbeat.sh
similarity index 100%
rename from gfe-db/database/scripts/send_heartbeat.sh
rename to gfe-db/database/config/scripts/send_heartbeat.sh
diff --git a/gfe-db/database/scripts/start_task.sh b/gfe-db/database/config/scripts/start_task.sh
similarity index 100%
rename from gfe-db/database/scripts/start_task.sh
rename to gfe-db/database/config/scripts/start_task.sh
diff --git a/gfe-db/database/template.yaml b/gfe-db/database/template.yaml
index 36d37f41..5753e5bf 100644
--- a/gfe-db/database/template.yaml
+++ b/gfe-db/database/template.yaml
@@ -9,8 +9,13 @@ Parameters:
   AppName:
     Type: String
     Description: Application name
+  ServiceName:
+    Type: String
+    Description: Service name
   DataBucketName:
     Type: String
+  ConfigS3Path:
+    Type: String
   Neo4jAmiId:
     Type: String #AWS::EC2::Image::Id
     # Default: ami-0e1324ddfc4d086bb
@@ -165,7 +170,7 @@ Resources:
           mkdir -p /tmp/amazon-cloudwatch-agent
           wget -q -O /tmp/amazon-cloudwatch-agent/amazon-cloudwatch-agent.deb https://s3.amazonaws.com/amazoncloudwatch-agent/debian/amd64/latest/amazon-cloudwatch-agent.deb
           dpkg -i -E /tmp/amazon-cloudwatch-agent/amazon-cloudwatch-agent.deb
-          aws s3 cp s3://${DataBucketName}/config/amazon-cloudwatch-agent/amazon-cloudwatch-agent.json /opt/aws/amazon-cloudwatch-agent/etc/amazon-cloudwatch-agent.json
+          aws s3 cp s3://${DataBucketName}/${ConfigS3Path}/${ServiceName}/amazon-cloudwatch-agent/amazon-cloudwatch-agent.json /opt/aws/amazon-cloudwatch-agent/etc/amazon-cloudwatch-agent.json
           systemctl enable amazon-cloudwatch-agent.service
           service amazon-cloudwatch-agent start
           # CloudFormation Helpers
@@ -181,8 +186,10 @@ Resources:
           # Permanently set application environment variables (these should never change for the duration of the deployment) # TODO: Move to Makefile target
           echo "STAGE=${Stage}" >> $BITNAMI_HOME/env.sh
           echo "APP_NAME=${AppName}" >> $BITNAMI_HOME/env.sh
+          echo "SERVICE_NAME=${ServiceName}" >> $BITNAMI_HOME/env.sh
           echo "AWS_REGION=${AWS::Region}" >> $BITNAMI_HOME/env.sh
           echo "DATA_BUCKET_NAME=${DataBucketName}" >> $BITNAMI_HOME/env.sh
+          echo "CONFIG_S3_PATH=${ConfigS3Path}" >> $BITNAMI_HOME/env.sh
           echo "HOST_DOMAIN=${HostDomain}" >> $BITNAMI_HOME/env.sh
           echo "SUBDOMAIN=${Subdomain}" >> $BITNAMI_HOME/env.sh
           echo "ADMIN_EMAIL=${AdminEmail}" >> $BITNAMI_HOME/env.sh
@@ -198,8 +205,10 @@ Resources:
           echo "shopt -s direxpand" >> $BITNAMI_HOME/.bashrc
           source $BITNAMI_HOME/.bashrc
           # Download Makefile from data bucket
-          aws s3 cp --recursive s3://${DataBucketName}/config/scripts/ $BITNAMI_HOME/
+          # TODO switch cfn params for environment variables once .bashrc is sourced
+          aws s3 cp --recursive s3://${DataBucketName}/${ConfigS3Path}/${ServiceName}/scripts/ $BITNAMI_HOME/
           # cfn-signal
+          # TODO switch cfn params for environment variables once .bashrc is sourced
           /opt/aws/bin/cfn-signal \
             --exit-code $? \
             --stack  ${Stage}-${AppName}-database \
diff --git a/gfe-db/pipeline/Makefile b/gfe-db/pipeline/Makefile
index cfa16113..ea3d2e78 100644
--- a/gfe-db/pipeline/Makefile
+++ b/gfe-db/pipeline/Makefile
@@ -11,6 +11,7 @@ deploy:
 	$(MAKE) service.jobs.deploy
 	$(MAKE) service.config.deploy
 
+# TODO update S3 config parameters GitHubRepositoryOwner, GitHubRepositoryName, PipelineStatePath, PipelineParamsPath
 service.functions.deploy:
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deploying ${SERVICE} - functions" 2>&1 | tee -a $$CFN_LOG_PATH
 	@sam build \
@@ -47,7 +48,7 @@ service.jobs.deploy:
 
 # TODO parameterize S3 config path and export as environment variable to recall in database shell scripts
 service.config.deploy:
-	@config_s3_path=s3://$$DATA_BUCKET_NAME/config/ && \
+	@config_s3_path=s3://$${DATA_BUCKET_NAME}/$${CONFIG_S3_PATH}/${SERVICE} && \
 	echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deploying config to $$config_s3_path" 2>&1 | tee -a $$CFN_LOG_PATH && \
 	aws s3 cp --recursive config/ $$config_s3_path 2>&1 | tee -a $$CFN_LOG_PATH
 
diff --git a/gfe-db/pipeline/config/IMGTHLA-repository-state.json b/gfe-db/pipeline/config/IMGTHLA-repository-state.json
deleted file mode 100644
index 88b9f765..00000000
--- a/gfe-db/pipeline/config/IMGTHLA-repository-state.json
+++ /dev/null
@@ -1,47 +0,0 @@
-{
-  "timestamp": "2021-12-09 02:36:59",
-  "repository_url": "https://github.com/ANHIG/IMGTHLA",
-  "releases": [
-    "3100",
-    "3110",
-    "3120",
-    "3130",
-    "3140",
-    "3150",
-    "3160",
-    "3170",
-    "3180",
-    "3190",
-    "3200",
-    "3210",
-    "3220",
-    "3230",
-    "3240",
-    "3250",
-    "3260",
-    "3270",
-    "3280",
-    "3290",
-    "3300",
-    "3310",
-    "3320",
-    "3330",
-    "3340",
-    "3350",
-    "3360",
-    "3370",
-    "3380",
-    "3390",
-    "3400",
-    "3410",
-    "3420",
-    "3430",
-    "3440",
-    "3450",
-    "3460",
-    "3470",
-    "3480",
-    "3490",
-    "3500"
-  ]
-}
diff --git a/gfe-db/pipeline/config/pipeline-input.json b/gfe-db/pipeline/config/pipeline-input.json
deleted file mode 100644
index 0307cddf..00000000
--- a/gfe-db/pipeline/config/pipeline-input.json
+++ /dev/null
@@ -1,6 +0,0 @@
-{
-  "align": "False",
-  "kir": "False",
-  "mem_profile": "False",
-  "limit": "1000"
-}
diff --git a/gfe-db/pipeline/config/source-config.json b/gfe-db/pipeline/config/source-config.json
new file mode 100644
index 00000000..3a605494
--- /dev/null
+++ b/gfe-db/pipeline/config/source-config.json
@@ -0,0 +1,33 @@
+{
+    "repositories": {
+        "ANHIG/IMGTHLA": {
+            "owner": "ANHIG",
+            "name": "IMGTHLA",
+            "url": "",
+            "tracked_assets": [
+                "hla.dat",
+                "msf/"
+            ],
+            "default_input_parameters": {
+                "align": "False",
+                "kir": "False",
+                "mem_profile": "False",
+                "limit": "1000"
+            },
+            "execution_history": [
+                {
+                    "version": 3510,
+                    "commit_sha": "ecd63776c6225af0cf8bcc9fa9c6998d3129fb14",
+                    "date": "2022-04-14T11:00:42Z",
+                    "status": "SUCCESS",
+                    "input_parameters": {
+                        "align": "False",
+                        "kir": "False",
+                        "mem_profile": "False",
+                        "limit": "1000"
+                    }
+                }
+            ]
+        }
+    }
+}
\ No newline at end of file

From b561925630d0c81299061650e97089f4b4c05ca1 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Tue, 18 Apr 2023 14:51:31 -0700
Subject: [PATCH 003/367] update file tracking logic in notebook

---
 notebooks/0.0-process-updated-releases.ipynb | 112 ++++++++++---------
 1 file changed, 62 insertions(+), 50 deletions(-)

diff --git a/notebooks/0.0-process-updated-releases.ipynb b/notebooks/0.0-process-updated-releases.ipynb
index 2eb8803e..9d3aa4db 100644
--- a/notebooks/0.0-process-updated-releases.ipynb
+++ b/notebooks/0.0-process-updated-releases.ipynb
@@ -25,6 +25,7 @@
     "## Strategy\n",
     "### 1. App State\n",
     "* Fetch app state from S3\n",
+    "* Update app state at end of execution\n",
     "### 2. Asset Processing\n",
     "* For each tracked asset:\n",
     "  * Fetch the commits for the asset\n",
@@ -42,15 +43,25 @@
    "metadata": {},
    "outputs": [],
    "source": [
+    "import sys\n",
+    "sys.path.append('/Users/ammon/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/gfe-db/pipeline/functions/get_repo_updates/')\n",
+    "import logging\n",
+    "from datetime import datetime\n",
     "import re\n",
+    "import json\n",
     "import pandas as pd\n",
     "from src.utils import (\n",
+    "    load_state,\n",
     "    get_commits_for_asset,\n",
     "    get_repo_asset,\n",
     "    get_commits,\n",
     "    flatten_json\n",
     ")\n",
     "\n",
+    "# logging\n",
+    "logging.basicConfig(level=logging.INFO)\n",
+    "logger = logging.getLogger(__name__)\n",
+    "\n",
     "# Pandas display options\n",
     "pd.set_option('display.max_rows', None)\n",
     "pd.set_option('display.max_columns', None)\n",
@@ -78,15 +89,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 32,
    "metadata": {},
    "outputs": [],
    "source": [
     "app_state = {\n",
-    "    \"current_release\": 3510,\n",
-    "    \"last_processed_commit\": {\n",
+    "    \"last_processed_release\": {\n",
+    "        \"release\": 3510,\n",
     "        \"sha\": \"ecd63776c6225af0cf8bcc9fa9c6998d3129fb14\",\n",
-    "        \"date\": \"2022-04-14T11:00:42Z\"\n",
+    "        \"date\": \"2022-04-14T11:00:42Z\",\n",
+    "        \"status\": \"SUCCESS\"\n",
     "    },\n",
     "    \"tracked_assets\": [\n",
     "        \"hla.dat\",\n",
@@ -95,6 +107,22 @@
     "}"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 33,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 34,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "state = load_state(app_state)"
+   ]
+  },
   {
    "attachments": {},
    "cell_type": "markdown",
@@ -105,35 +133,35 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 35,
    "metadata": {},
    "outputs": [],
    "source": [
     "asset_commits = []\n",
-    "for asset in app_state['tracked_assets']:\n",
+    "for asset in state['tracked_assets']:\n",
     "    commits = get_commits_for_asset(\n",
     "        owner=GITHUB_REPOSITORY_OWNER,\n",
     "        repo=GITHUB_REPOSITORY_NAME,\n",
     "        path=asset,\n",
-    "        since=app_state['last_processed_commit']['date']\n",
+    "        since=state['last_processed_commit']['date']\n",
     "    )\n",
     "    asset_commits.extend(commits)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 36,
    "metadata": {},
    "outputs": [],
    "source": [
     "# Filter out commits before last processed commit\n",
     "unique_shas = list(set([(item[\"sha\"], item[\"commit\"][\"author\"][\"date\"]) for item in asset_commits \\\n",
-    "                        if item[\"commit\"][\"author\"][\"date\"] > app_state['last_processed_commit']['date']]))"
+    "                        if datetime.strptime(item[\"commit\"][\"author\"][\"date\"], \"%Y-%m-%dT%H:%M:%SZ\") > state['last_processed_commit']['date']]))"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 37,
    "metadata": {},
    "outputs": [
     {
@@ -141,14 +169,14 @@
       "text/plain": [
        "[('def376dc6955b339b17f0a4b840e80eb6b9c744b', '2023-04-17T16:01:01Z'),\n",
        " ('2d38d3313229fdc5f8aa00052a2db21b35be3d2d', '2022-10-14T08:46:01Z'),\n",
-       " ('1a3be9a5d01a414854ff3bfacd5257c14adeefa2', '2022-07-14T13:40:17Z'),\n",
-       " ('4486f5c623705c6a14d9eeaba7d155cff30cdb43', '2023-01-12T14:36:43Z'),\n",
        " ('72a9e28a52c9629dd63dfad5f215cdc562e2fd7e', '2022-07-14T12:28:41Z'),\n",
+       " ('2c631a4b61d529ff1c0635750888f6f6d79c2703', '2022-10-13T12:58:37Z'),\n",
        " ('8f80f24d49797595d8a18b8d4d1f59846fbf3fe1', '2022-08-25T15:43:12Z'),\n",
-       " ('2c631a4b61d529ff1c0635750888f6f6d79c2703', '2022-10-13T12:58:37Z')]"
+       " ('1a3be9a5d01a414854ff3bfacd5257c14adeefa2', '2022-07-14T13:40:17Z'),\n",
+       " ('4486f5c623705c6a14d9eeaba7d155cff30cdb43', '2023-01-12T14:36:43Z')]"
       ]
      },
-     "execution_count": 24,
+     "execution_count": 37,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -159,15 +187,15 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 25,
+   "execution_count": 39,
    "metadata": {},
    "outputs": [
     {
-     "name": "stdout",
+     "name": "stderr",
      "output_type": "stream",
      "text": [
-      "Release versions by sha [('def376dc6955b339b17f0a4b840e80eb6b9c744b', 3520), ('4486f5c623705c6a14d9eeaba7d155cff30cdb43', 3510), ('2d38d3313229fdc5f8aa00052a2db21b35be3d2d', 3500), ('2c631a4b61d529ff1c0635750888f6f6d79c2703', 3500), ('1a3be9a5d01a414854ff3bfacd5257c14adeefa2', 3490), ('8f80f24d49797595d8a18b8d4d1f59846fbf3fe1', 3490), ('72a9e28a52c9629dd63dfad5f215cdc562e2fd7e', 3480)]\n",
-      "Unique releases:\n",
+      "INFO:__main__:Release versions by sha[[\"def376dc6955b339b17f0a4b840e80eb6b9c744b\", 3520], [\"4486f5c623705c6a14d9eeaba7d155cff30cdb43\", 3510], [\"2d38d3313229fdc5f8aa00052a2db21b35be3d2d\", 3500], [\"2c631a4b61d529ff1c0635750888f6f6d79c2703\", 3500], [\"8f80f24d49797595d8a18b8d4d1f59846fbf3fe1\", 3490], [\"1a3be9a5d01a414854ff3bfacd5257c14adeefa2\", 3490], [\"72a9e28a52c9629dd63dfad5f215cdc562e2fd7e\", 3480]]\n",
+      "INFO:__main__:Unique releases:\n",
       " [3520, 3490, 3500, 3510, 3480]\n"
      ]
     }
@@ -175,6 +203,7 @@
    "source": [
     "# get the releases for each unique commit from Allelelist.txt\n",
     "# can produce duplicate release versions if the same release is updated more than once\n",
+    "# makes the assumption that the release version branch is up to date for that release, since the build process targets the release version branch and not the specific commit sha\n",
     "release_version_re = r\"# version: IPD-IMGT/HLA (\\d+\\.\\d+\\.\\d+)\"\n",
     "release_versions = []\n",
     "for sha, _ in unique_shas:\n",
@@ -182,67 +211,50 @@
     "    release_version = int(re.search(release_version_re, allele_list).group(1).replace(\".\", \"\"))\n",
     "    release_versions.append((sha, release_version))\n",
     "\n",
-    "release_versions.sort(key=lambda x: x[1], reverse=True)\n",
-    "print(\"Release versions by sha\", release_versions)\n",
+    "release_versions.sort(key=lambda x: x[1], reverse=False)\n",
+    "logger.info(f\"Release versions by sha:\\n{json.dumps(release_versions)}\")\n",
     "\n",
     "unique_release_versions = list(set([version[1] for version in release_versions]))\n",
-    "print(\"Unique releases:\\n\", unique_release_versions)"
+    "logger.info(f\"Unique releases:\\n {json.dumps(unique_release_versions)}\")"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 26,
+   "execution_count": 41,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "[('def376dc6955b339b17f0a4b840e80eb6b9c744b', 3520),\n",
-       " ('4486f5c623705c6a14d9eeaba7d155cff30cdb43', 3510),\n",
-       " ('2d38d3313229fdc5f8aa00052a2db21b35be3d2d', 3500),\n",
-       " ('2c631a4b61d529ff1c0635750888f6f6d79c2703', 3500),\n",
-       " ('1a3be9a5d01a414854ff3bfacd5257c14adeefa2', 3490),\n",
-       " ('8f80f24d49797595d8a18b8d4d1f59846fbf3fe1', 3490),\n",
-       " ('72a9e28a52c9629dd63dfad5f215cdc562e2fd7e', 3480)]"
+       "[3520, 3490, 3500, 3510, 3480]"
       ]
      },
-     "execution_count": 26,
+     "execution_count": 41,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "release_versions"
+    "# send these to the state machine\n",
+    "unique_release_versions"
    ]
   },
   {
-   "cell_type": "code",
-   "execution_count": 23,
+   "attachments": {},
+   "cell_type": "markdown",
    "metadata": {},
-   "outputs": [],
    "source": [
-    "# sort commits by most recent date on [].commit.author.date\n",
-    "asset_commits.sort(key=lambda x: x[\"commit\"][\"author\"][\"date\"], reverse=True)"
+    "## Testing"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 28,
+   "execution_count": 42,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "'2023-04-17T16:01:01Z'"
-      ]
-     },
-     "execution_count": 28,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
-    "max([x[\"commit\"][\"author\"][\"date\"] for x in asset_commits])"
+    "# sort commits by most recent date on [].commit.author.date\n",
+    "asset_commits.sort(key=lambda x: x[\"commit\"][\"author\"][\"date\"], reverse=True)"
    ]
   },
   {

From 15d61126ad40221b1e136b9373d08c115ceabe86 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Tue, 18 Apr 2023 17:03:46 -0700
Subject: [PATCH 004/367] update data source processing notebook

---
 notebooks/0.1-process-updated-releases.ipynb | 1101 ++++++++++++++++++
 1 file changed, 1101 insertions(+)
 create mode 100644 notebooks/0.1-process-updated-releases.ipynb

diff --git a/notebooks/0.1-process-updated-releases.ipynb b/notebooks/0.1-process-updated-releases.ipynb
new file mode 100644
index 00000000..98e1c362
--- /dev/null
+++ b/notebooks/0.1-process-updated-releases.ipynb
@@ -0,0 +1,1101 @@
+{
+ "cells": [
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# GitHub API EDA\n",
+    "\n",
+    "0.1 - Add schema validation for app state\n",
+    "\n",
+    "Application state variables:\n",
+    "```json\n",
+    "{\n",
+    "    \"current_release\": \"3510\",\n",
+    "    \"last_processed_commit\": {\n",
+    "        \"sha\": \"5f2c562056f8ffa89aeea0631f2a52300ee0de17\",\n",
+    "        \"date\": \"2023-01-13T10:04:48Z\"\n",
+    "    },\n",
+    "    \"tracked_assets\": [\n",
+    "        \"hla.dat\",\n",
+    "        \"msf/\"\n",
+    "    ]\n",
+    "}\n",
+    "```\n",
+    "\n",
+    "## Strategy\n",
+    "### 1. App State\n",
+    "* Fetch app state from S3\n",
+    "* Update app state at end of execution\n",
+    "### 2. Asset Processing\n",
+    "* For each tracked asset:\n",
+    "  * Fetch the commits for the asset\n",
+    "  * Filter by the last processed commit date\n",
+    "* Merge the commits for each asset into a single list &rarr; array of commits\n",
+    "* If array is empty (no commits found), exit\n",
+    "* If array is not empty (commits are found)\n",
+    "  * Get the release version for each commit &larr; needs strategy\n",
+    "  * Build the release"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "import sys\n",
+    "sys.path.append('/Users/ammon/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/gfe-db/pipeline/functions/get_repo_updates/')\n",
+    "import logging\n",
+    "from datetime import datetime\n",
+    "import re\n",
+    "import json\n",
+    "import boto3\n",
+    "import pandas as pd\n",
+    "from src.utils import (\n",
+    "    read_source_config,\n",
+    "    write_source_config,\n",
+    "    get_commits_for_asset,\n",
+    "    get_repo_asset,\n",
+    "    get_commits,\n",
+    "    flatten_json,\n",
+    "    merge_release_version_with_commit\n",
+    ")\n",
+    "\n",
+    "# logging\n",
+    "logging.basicConfig(level=logging.INFO)\n",
+    "logger = logging.getLogger(__name__)\n",
+    "\n",
+    "# Pandas display options\n",
+    "pd.set_option('display.max_rows', None)\n",
+    "pd.set_option('display.max_columns', None)\n",
+    "pd.set_option('display.max_colwidth', None)\n",
+    "pd.set_option('display.width', None)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "GITHUB_REPOSITORY_OWNER = \"ANHIG\" # os.environ[\"GITHUB_REPOSITORY_OWNER\"]\n",
+    "GITHUB_REPOSITORY_NAME = \"IMGTHLA\" # os.environ[\"GITHUB_REPOSITORY_NAME\"]\n",
+    "AWS_REGION = os.environ[\"AWS_REGION\"]\n",
+    "DATA_BUCKET_NAME = os.environ[\"DATA_BUCKET_NAME\"]\n",
+    "PIPELINE_CONFIG_S3_PATH = os.environ[\"PIPELINE_CONFIG_S3_PATH\"]"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### App State"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "source_config = read_source_config(DATA_BUCKET_NAME, PIPELINE_CONFIG_S3_PATH)"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Asset Processing"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "source_repo = source_config.repositories[GITHUB_REPOSITORY_OWNER + \"/\" + GITHUB_REPOSITORY_NAME]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "last_processed_commit = source_repo.execution_history[0]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "asset_commits = []\n",
+    "for asset in source_repo.tracked_assets:\n",
+    "    commits = get_commits_for_asset(\n",
+    "        owner=GITHUB_REPOSITORY_OWNER,\n",
+    "        repo=GITHUB_REPOSITORY_NAME,\n",
+    "        path=asset,\n",
+    "        since=last_processed_commit.date\n",
+    "    )\n",
+    "\n",
+    "    if not commits:\n",
+    "        logger.warning(f\"No commits found for asset {asset} with sha {last_processed_commit.commit_sha} since {last_processed_commit.date}\")\n",
+    "    else: \n",
+    "        asset_commits.extend(commits)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Filter out commits before last processed commit\n",
+    "unique_shas = list(set([(item[\"sha\"], item[\"commit\"][\"author\"][\"date\"]) for item in asset_commits \\\n",
+    "                        if datetime.strptime(item[\"commit\"][\"author\"][\"date\"], \"%Y-%m-%dT%H:%M:%SZ\") > datetime.strptime(last_processed_commit.date, \"%Y-%m-%dT%H:%M:%SZ\")]))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[('2d38d3313229fdc5f8aa00052a2db21b35be3d2d', '2022-10-14T08:46:01Z'),\n",
+       " ('72a9e28a52c9629dd63dfad5f215cdc562e2fd7e', '2022-07-14T12:28:41Z'),\n",
+       " ('def376dc6955b339b17f0a4b840e80eb6b9c744b', '2023-04-17T16:01:01Z'),\n",
+       " ('4486f5c623705c6a14d9eeaba7d155cff30cdb43', '2023-01-12T14:36:43Z'),\n",
+       " ('2c631a4b61d529ff1c0635750888f6f6d79c2703', '2022-10-13T12:58:37Z'),\n",
+       " ('1a3be9a5d01a414854ff3bfacd5257c14adeefa2', '2022-07-14T13:40:17Z'),\n",
+       " ('8f80f24d49797595d8a18b8d4d1f59846fbf3fe1', '2022-08-25T15:43:12Z')]"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "unique_shas"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "INFO:__main__:Release versions by sha:\n",
+      "[[3520, \"def376dc6955b339b17f0a4b840e80eb6b9c744b\", \"2023-04-17T16:01:01Z\"], [3510, \"4486f5c623705c6a14d9eeaba7d155cff30cdb43\", \"2023-01-12T14:36:43Z\"], [3500, \"2d38d3313229fdc5f8aa00052a2db21b35be3d2d\", \"2022-10-14T08:46:01Z\"], [3500, \"2c631a4b61d529ff1c0635750888f6f6d79c2703\", \"2022-10-13T12:58:37Z\"], [3490, \"8f80f24d49797595d8a18b8d4d1f59846fbf3fe1\", \"2022-08-25T15:43:12Z\"], [3490, \"1a3be9a5d01a414854ff3bfacd5257c14adeefa2\", \"2022-07-14T13:40:17Z\"], [3480, \"72a9e28a52c9629dd63dfad5f215cdc562e2fd7e\", \"2022-07-14T12:28:41Z\"]]\n",
+      "INFO:__main__:Unique releases:\n",
+      " [3480, 3490, 3500, 3510, 3520]\n"
+     ]
+    }
+   ],
+   "source": [
+    "# get the releases for each unique commit from Allelelist.txt\n",
+    "# can produce duplicate release versions if the same release is updated more than once\n",
+    "# makes the assumption that the release version branch is up to date for that release, since the build process targets the release version branch and not the specific commit sha\n",
+    "release_version_re = r\"# version: IPD-IMGT/HLA (\\d+\\.\\d+\\.\\d+)\"\n",
+    "release_versions = []\n",
+    "for sha, date in unique_shas:\n",
+    "    allele_list = get_repo_asset(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME, \"Allelelist.txt\", sha)\n",
+    "    release_version = int(re.search(release_version_re, allele_list).group(1).replace(\".\", \"\"))\n",
+    "\n",
+    "    # TODO use a dict instead of tuple and append directly to source_config BOOKMARK\n",
+    "    release_versions.append((release_version, sha, date))\n",
+    "\n",
+    "# write this to source config file (must be sorted by data descending)\n",
+    "release_versions.sort(key=lambda x: x[2], reverse=True)\n",
+    "logger.info(f\"Release versions by sha:\\n{json.dumps(release_versions)}\")\n",
+    "\n",
+    "# send this array to state machine\n",
+    "unique_release_versions = list(set([version[0] for version in release_versions]))\n",
+    "unique_release_versions.sort(reverse=False)\n",
+    "logger.info(f\"Unique releases:\\n {json.dumps(unique_release_versions)}\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[(3520, 'def376dc6955b339b17f0a4b840e80eb6b9c744b', '2023-04-17T16:01:01Z'),\n",
+       " (3510, '4486f5c623705c6a14d9eeaba7d155cff30cdb43', '2023-01-12T14:36:43Z'),\n",
+       " (3500, '2d38d3313229fdc5f8aa00052a2db21b35be3d2d', '2022-10-14T08:46:01Z'),\n",
+       " (3500, '2c631a4b61d529ff1c0635750888f6f6d79c2703', '2022-10-13T12:58:37Z'),\n",
+       " (3490, '8f80f24d49797595d8a18b8d4d1f59846fbf3fe1', '2022-08-25T15:43:12Z'),\n",
+       " (3490, '1a3be9a5d01a414854ff3bfacd5257c14adeefa2', '2022-07-14T13:40:17Z'),\n",
+       " (3480, '72a9e28a52c9629dd63dfad5f215cdc562e2fd7e', '2022-07-14T12:28:41Z')]"
+      ]
+     },
+     "execution_count": 14,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# TODO BOOKMARK appened dict of processed commits to source config, remember to add the default input parameters to each dict\n",
+    "source_config.repositories[GITHUB_REPOSITORY_OWNER + \"/\" + GITHUB_REPOSITORY_NAME].execution_history = \\\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 42,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[('72a9e28a52c9629dd63dfad5f215cdc562e2fd7e', 3480),\n",
+       " ('8f80f24d49797595d8a18b8d4d1f59846fbf3fe1', 3490),\n",
+       " ('1a3be9a5d01a414854ff3bfacd5257c14adeefa2', 3490),\n",
+       " ('2c631a4b61d529ff1c0635750888f6f6d79c2703', 3500),\n",
+       " ('2d38d3313229fdc5f8aa00052a2db21b35be3d2d', 3500),\n",
+       " ('4486f5c623705c6a14d9eeaba7d155cff30cdb43', 3510),\n",
+       " ('def376dc6955b339b17f0a4b840e80eb6b9c744b', 3520)]"
+      ]
+     },
+     "execution_count": 42,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "release_versions"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "NameError",
+     "evalue": "name 'unique_release_versions' is not defined",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
+      "Cell \u001b[0;32mIn[13], line 2\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[39m# send these to the state machine\u001b[39;00m\n\u001b[0;32m----> 2\u001b[0m unique_release_versions\n",
+      "\u001b[0;31mNameError\u001b[0m: name 'unique_release_versions' is not defined"
+     ]
+    }
+   ],
+   "source": [
+    "# send these to the state machine\n",
+    "unique_release_versions"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 43,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 44,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[(3490, '8f80f24d49797595d8a18b8d4d1f59846fbf3fe1', '2022-08-25T15:43:12Z'),\n",
+       " (3500, '2c631a4b61d529ff1c0635750888f6f6d79c2703', '2022-10-13T12:58:37Z'),\n",
+       " (3480, '72a9e28a52c9629dd63dfad5f215cdc562e2fd7e', '2022-07-14T12:28:41Z'),\n",
+       " (3490, '1a3be9a5d01a414854ff3bfacd5257c14adeefa2', '2022-07-14T13:40:17Z'),\n",
+       " (3510, '4486f5c623705c6a14d9eeaba7d155cff30cdb43', '2023-01-12T14:36:43Z'),\n",
+       " (3520, 'def376dc6955b339b17f0a4b840e80eb6b9c744b', '2023-04-17T16:01:01Z'),\n",
+       " (3500, '2d38d3313229fdc5f8aa00052a2db21b35be3d2d', '2022-10-14T08:46:01Z')]"
+      ]
+     },
+     "execution_count": 44,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": []
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Testing"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "release_version_re = r\"# version: IPD-IMGT/HLA (\\d+\\.\\d+\\.\\d+)\"\n",
+    "allele_list = get_repo_asset(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME, \"Allelelist.txt\", '06ceff14b2db920d458dc337b1100dced992e627')\n",
+    "release_version = int(re.search(release_version_re, allele_list).group(1).replace(\".\", \"\"))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "3470"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "release_version"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 42,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# sort commits by most recent date on [].commit.author.date\n",
+    "asset_commits.sort(key=lambda x: x[\"commit\"][\"author\"][\"date\"], reverse=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "all_commits = get_commits(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "select_keys = [\"sha\", \"commit\"]\n",
+    "\n",
+    "# filter by select_keys\n",
+    "all_commits = [{k: v for k, v in x.items() if k in select_keys} for x in all_commits]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 38,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df = pd.DataFrame([flatten_json(commit) for commit in all_commits])[[\"sha\", \"commit.author.date\"]]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 39,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>sha</th>\n",
+       "      <th>commit.author.date</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>38398a75e9762ff070d8e9bd714d074332646cd7</td>\n",
+       "      <td>2023-04-17T16:03:52Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>def376dc6955b339b17f0a4b840e80eb6b9c744b</td>\n",
+       "      <td>2023-04-17T16:01:01Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>5f2c562056f8ffa89aeea0631f2a52300ee0de17</td>\n",
+       "      <td>2023-01-13T10:04:48Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>4b8432c7d56121c84d6ef1d75a1c7185c628c13d</td>\n",
+       "      <td>2023-01-12T14:47:00Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>4486f5c623705c6a14d9eeaba7d155cff30cdb43</td>\n",
+       "      <td>2023-01-12T14:36:43Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>50b790037030d958b662085c3f4cf34ba72a32ec</td>\n",
+       "      <td>2022-12-14T10:02:54Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>36220a1c5c2d6954f4873a552544cc0e55b61d0a</td>\n",
+       "      <td>2022-12-14T10:02:28Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>e941759874365cb152a3562c22d10847d10db326</td>\n",
+       "      <td>2022-10-14T08:47:37Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>2d38d3313229fdc5f8aa00052a2db21b35be3d2d</td>\n",
+       "      <td>2022-10-14T08:46:01Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>1ce31fc9e2805034578eff60a269c02176f03252</td>\n",
+       "      <td>2022-10-13T13:06:12Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>2c631a4b61d529ff1c0635750888f6f6d79c2703</td>\n",
+       "      <td>2022-10-13T12:58:37Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>12b4b94bb49b4640fa48a1182cc9b1e1fbf7e816</td>\n",
+       "      <td>2022-08-25T15:44:07Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>8f80f24d49797595d8a18b8d4d1f59846fbf3fe1</td>\n",
+       "      <td>2022-08-25T15:43:12Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>a9680a9e80e2c119d4aa41f90e5f40cef6e7df02</td>\n",
+       "      <td>2022-08-21T09:31:21Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>1fd937e6c0ff8452f64152aec9632f0586f981d1</td>\n",
+       "      <td>2022-08-21T09:29:01Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>50e92c677f4cd547c32bb9305269a762a9595074</td>\n",
+       "      <td>2022-07-23T12:54:16Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>8732e7d4739a911e01f69d2c5bda82ca15ca68a9</td>\n",
+       "      <td>2022-07-23T12:53:45Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>536e8833f3be4bbcffbfba43cd0b3043c5bf4068</td>\n",
+       "      <td>2022-07-15T08:21:31Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <td>c90cc62006b35061c8db4b6f8da1b86de7650b23</td>\n",
+       "      <td>2022-07-15T08:20:46Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <td>1a3be9a5d01a414854ff3bfacd5257c14adeefa2</td>\n",
+       "      <td>2022-07-14T13:40:17Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20</th>\n",
+       "      <td>4863b8f0a070d70836dfbdc00bdf70aa7bb66345</td>\n",
+       "      <td>2022-07-14T12:31:36Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21</th>\n",
+       "      <td>72a9e28a52c9629dd63dfad5f215cdc562e2fd7e</td>\n",
+       "      <td>2022-07-14T12:28:41Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22</th>\n",
+       "      <td>dddc6afc29de895f4131693e17b3cc856ff23f8d</td>\n",
+       "      <td>2022-07-14T12:27:25Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23</th>\n",
+       "      <td>d1dd2ac5e2b6a8abef9e33ed397807ece52a22fe</td>\n",
+       "      <td>2022-04-20T08:39:00Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24</th>\n",
+       "      <td>4d33035dd296826bbde200e17e5281910ac8be13</td>\n",
+       "      <td>2022-04-20T08:37:44Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25</th>\n",
+       "      <td>4a13df461c42f970a099de77377f309995e7995c</td>\n",
+       "      <td>2022-04-19T08:30:24Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26</th>\n",
+       "      <td>5e1d9764c8e96749bc11d52807eea1f7cc38ce5c</td>\n",
+       "      <td>2022-04-14T11:01:59Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27</th>\n",
+       "      <td>ecd63776c6225af0cf8bcc9fa9c6998d3129fb14</td>\n",
+       "      <td>2022-04-14T11:00:42Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>28</th>\n",
+       "      <td>cada41a6bfac5a8bf88ed2107a0b856b9b9785a0</td>\n",
+       "      <td>2022-03-15T14:27:59Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29</th>\n",
+       "      <td>db33aee5dc0b44251b64ff4c2e2f05d59e4e3a2d</td>\n",
+       "      <td>2022-03-15T14:27:31Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30</th>\n",
+       "      <td>207cdce7fef5dae54fdad4cc4f933ebd1ab13c5e</td>\n",
+       "      <td>2022-02-10T15:36:59Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>31</th>\n",
+       "      <td>8ab272288e81fa9a49fd4765579b066c2c03cc10</td>\n",
+       "      <td>2022-02-10T15:26:19Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32</th>\n",
+       "      <td>d4c410cd91618a8a74a7763598e499f6a8aa168b</td>\n",
+       "      <td>2022-01-14T15:25:23Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33</th>\n",
+       "      <td>db46d2a0209720c5fa0ab8b03403f7009f69d2d6</td>\n",
+       "      <td>2022-01-14T12:27:52Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>34</th>\n",
+       "      <td>ebb3d8c6aa383567bb7794cacf745b1c82efbb7f</td>\n",
+       "      <td>2022-01-14T12:27:35Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35</th>\n",
+       "      <td>fc712c5a4dd00f534e845982a29f46a14e22b292</td>\n",
+       "      <td>2022-01-14T08:05:58Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36</th>\n",
+       "      <td>239bf68f403bbdbabb43fa0277040f4dda2b2aff</td>\n",
+       "      <td>2022-01-13T20:33:38Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37</th>\n",
+       "      <td>d86bdd9983424c792691269fa10e6f022ccf2191</td>\n",
+       "      <td>2022-01-13T16:53:03Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>38</th>\n",
+       "      <td>06ceff14b2db920d458dc337b1100dced992e627</td>\n",
+       "      <td>2022-01-13T16:52:15Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>39</th>\n",
+       "      <td>3fb27698fe4ebbd5ec4a0e565d97a53fe48c7cdd</td>\n",
+       "      <td>2022-01-04T09:19:02Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>40</th>\n",
+       "      <td>0a051a92e0baab68b4c77ad13b8cb4e7eaa2f810</td>\n",
+       "      <td>2022-01-04T09:18:33Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>41</th>\n",
+       "      <td>d76ca7d75891aac95205b2cc11510ce8ef41a65a</td>\n",
+       "      <td>2021-11-11T11:49:26Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42</th>\n",
+       "      <td>178c68cca2044cbd5032cbff23e4c06b738aed2a</td>\n",
+       "      <td>2021-11-11T11:48:57Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>43</th>\n",
+       "      <td>2d19daf42ff47c2f2c4e7970dd77ed32768eb38f</td>\n",
+       "      <td>2021-10-26T11:32:30Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>44</th>\n",
+       "      <td>3f46491c0fe377fd922412c93137efb6a4879b05</td>\n",
+       "      <td>2021-10-26T11:15:21Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>45</th>\n",
+       "      <td>8dd2a04b1d7e559f5124d012f0a729d0180216d2</td>\n",
+       "      <td>2021-10-11T15:33:46Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>46</th>\n",
+       "      <td>ddda708da9f2f41ae7e7d122973c2eddb141d949</td>\n",
+       "      <td>2021-10-11T15:29:53Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>47</th>\n",
+       "      <td>8d77b3dd93959663d58ae5b626289d0746edd0e7</td>\n",
+       "      <td>2021-10-11T15:13:57Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>48</th>\n",
+       "      <td>d53cfe39089bd2ce40cf0fa06167d0ae38e3e4ea</td>\n",
+       "      <td>2021-10-11T14:48:05Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>49</th>\n",
+       "      <td>389b55b1c3ef58ea1136fb0c9e6d2ce73038d655</td>\n",
+       "      <td>2021-10-11T13:16:09Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50</th>\n",
+       "      <td>5088650c144e6a3ee05ac1e015d487a86095e665</td>\n",
+       "      <td>2021-10-11T12:53:06Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51</th>\n",
+       "      <td>7dc4672795eaea35bd8c7e1fa2ec40cf948fc2fd</td>\n",
+       "      <td>2021-09-17T15:49:56Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>52</th>\n",
+       "      <td>352813601073bcdc3d5eb08d1be07be904276a9a</td>\n",
+       "      <td>2021-09-17T15:49:21Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>53</th>\n",
+       "      <td>6c613ce701353f42b6c911801f0aeb78413fac9d</td>\n",
+       "      <td>2021-08-20T15:25:29Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>54</th>\n",
+       "      <td>8f892b2675dd6464f526d32f1ad1d3fd62fa3b03</td>\n",
+       "      <td>2021-08-20T14:12:35Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>55</th>\n",
+       "      <td>a231c3b065a7b9c86c92915f3b4bcf012ec36175</td>\n",
+       "      <td>2021-07-20T11:13:25Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56</th>\n",
+       "      <td>1a3007e433ed7ccffc4a2c7c36ed8013d6105d4d</td>\n",
+       "      <td>2021-07-20T10:34:46Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>57</th>\n",
+       "      <td>4a8d93e8607e2413edee71da68cade6e11249fea</td>\n",
+       "      <td>2021-07-19T11:27:37Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>58</th>\n",
+       "      <td>d3fd19b04d4256600e8c90a27a2b317d61514c86</td>\n",
+       "      <td>2021-07-19T11:23:30Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>59</th>\n",
+       "      <td>fd63f824a11eead1f7fb39457251c7ac27ad1f93</td>\n",
+       "      <td>2021-07-15T08:07:22Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>60</th>\n",
+       "      <td>89b57278869c7b46fbbaf94825ed336328f3567a</td>\n",
+       "      <td>2021-07-15T07:59:10Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>61</th>\n",
+       "      <td>6fdf7add8bb4f416bd8660e6b826d80e8759dfe1</td>\n",
+       "      <td>2021-07-14T06:19:03Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62</th>\n",
+       "      <td>b57de92d58da2bf787e5af34ab09e0e8ee6cea6c</td>\n",
+       "      <td>2021-07-13T16:04:39Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>63</th>\n",
+       "      <td>4cdd02827d4b0d2d8834e45baaea621663e0d632</td>\n",
+       "      <td>2021-07-13T16:03:03Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64</th>\n",
+       "      <td>e6a3f0cc5710495475e7b959ee82c649978843f8</td>\n",
+       "      <td>2021-07-13T16:01:36Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>65</th>\n",
+       "      <td>487c16cf1fb4ecb7eca25d752cb7178f10232a81</td>\n",
+       "      <td>2021-07-13T15:56:41Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66</th>\n",
+       "      <td>3d7382f653a9707c3b2d683e7d58b7b9d0b4e747</td>\n",
+       "      <td>2021-07-13T15:55:05Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>67</th>\n",
+       "      <td>d155ba8553d2c53580ef66fbf733484dc2857a30</td>\n",
+       "      <td>2021-07-13T15:52:43Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>68</th>\n",
+       "      <td>af805f6d40beef639fac7bd1c5f7789893c2f662</td>\n",
+       "      <td>2021-06-15T10:31:53Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>69</th>\n",
+       "      <td>ee9eefb21f878da18c72bdc04b31d6ec5d8ade06</td>\n",
+       "      <td>2021-06-15T10:26:05Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>70</th>\n",
+       "      <td>a736a7ce4d98a0fefa3f4c01ab6da4641de74254</td>\n",
+       "      <td>2021-06-11T12:09:09Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71</th>\n",
+       "      <td>2f6878301950dfea48a8147a6d8bd012be564063</td>\n",
+       "      <td>2021-06-11T12:09:02Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72</th>\n",
+       "      <td>c0510fbaa138ba0029d8aa2949c282fb2dfbf926</td>\n",
+       "      <td>2021-06-11T10:16:30Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>73</th>\n",
+       "      <td>4871325c65b16d5fc1a0fb406ebf539c3cbcf054</td>\n",
+       "      <td>2021-05-12T10:36:19Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>74</th>\n",
+       "      <td>cf8ed2bb499fae21b7ed1544177ef3589a8246b1</td>\n",
+       "      <td>2021-05-12T10:34:43Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>75</th>\n",
+       "      <td>b9d97ef45c56394528534bd1a2ec7d2d78523354</td>\n",
+       "      <td>2021-04-26T14:25:47Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76</th>\n",
+       "      <td>8da1eca28db8f6ae0db7e7134d334a10eb96f6a3</td>\n",
+       "      <td>2021-04-21T11:17:00Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77</th>\n",
+       "      <td>a2726dfb0cde8a5d567ce9a115d4f254f2af3851</td>\n",
+       "      <td>2021-04-21T11:16:49Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>78</th>\n",
+       "      <td>410e5b8bd76c20bcde2cd0e92c78713e00160c28</td>\n",
+       "      <td>2021-04-21T10:36:48Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>79</th>\n",
+       "      <td>4240ef4cf17e503c44b177ff0f7b740258ac2e70</td>\n",
+       "      <td>2021-04-12T15:17:44Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80</th>\n",
+       "      <td>7b746d5303493fb53214ceffbd9b365c8ef4a126</td>\n",
+       "      <td>2021-04-01T10:04:53Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>81</th>\n",
+       "      <td>94cfe2ac15af0171f1397984ca0d1968a6931eb3</td>\n",
+       "      <td>2021-03-03T08:53:38Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>82</th>\n",
+       "      <td>c37267e1ee355c619a3058da5a7135e19e6522de</td>\n",
+       "      <td>2021-03-03T08:44:58Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>83</th>\n",
+       "      <td>d531c3422f806634d35d611b0296b6a34815c4e7</td>\n",
+       "      <td>2021-02-26T12:30:20Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84</th>\n",
+       "      <td>0fa36435691cac5651bee2ffe511f73ccd98c367</td>\n",
+       "      <td>2021-02-17T15:20:04Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85</th>\n",
+       "      <td>a65fcca04e51ba8a9d48d2ee676be1de7ff01746</td>\n",
+       "      <td>2021-02-17T14:31:37Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86</th>\n",
+       "      <td>3182e0793150de4ffb34da2774991cb24e49a191</td>\n",
+       "      <td>2021-02-04T13:05:18Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87</th>\n",
+       "      <td>5df8b7ecec0e249df5485dd622efed8b35758540</td>\n",
+       "      <td>2021-02-04T11:29:37Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88</th>\n",
+       "      <td>0fe7efb1a6217accb8d53cbb17a633f406459fbb</td>\n",
+       "      <td>2021-02-03T16:38:34Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>89</th>\n",
+       "      <td>2fdc68adf24ec02e28fba5657c7f31c1373491d2</td>\n",
+       "      <td>2021-02-03T16:11:39Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90</th>\n",
+       "      <td>cf7eb4a9781fbdac6dba9ff7b345db2d88748eea</td>\n",
+       "      <td>2021-02-03T16:10:25Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91</th>\n",
+       "      <td>6305b6c83d61553d3606905f7b41a0cb99f92f0d</td>\n",
+       "      <td>2021-01-19T16:57:57Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92</th>\n",
+       "      <td>25c04ea1f8bc4a9915417998310a563bdbb48115</td>\n",
+       "      <td>2021-01-19T16:56:43Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93</th>\n",
+       "      <td>cee977d8d1ca2d1f03f384e53227d56e5143b6fb</td>\n",
+       "      <td>2021-01-19T11:56:18Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>94</th>\n",
+       "      <td>03ded64be9b290287ab0101891ca6f338861c2fe</td>\n",
+       "      <td>2021-01-19T11:55:23Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95</th>\n",
+       "      <td>4ec1022d2645f3c2e5018971473710d568078eae</td>\n",
+       "      <td>2021-01-18T16:31:24Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96</th>\n",
+       "      <td>7a7d58ec828e8295dd4011f4f460f961a2b4428a</td>\n",
+       "      <td>2021-01-18T15:04:52Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97</th>\n",
+       "      <td>67c8be545d4483ac34f86fdd57f09135a4820be6</td>\n",
+       "      <td>2021-01-18T15:02:25Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98</th>\n",
+       "      <td>441eeff3a9fca4934fc9cf54e2e4a914bb43ef10</td>\n",
+       "      <td>2021-01-18T14:51:08Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99</th>\n",
+       "      <td>a02389393dbd06e2e936d7d2438ef7e48fb969d9</td>\n",
+       "      <td>2020-12-16T11:39:46Z</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                         sha    commit.author.date\n",
+       "0   38398a75e9762ff070d8e9bd714d074332646cd7  2023-04-17T16:03:52Z\n",
+       "1   def376dc6955b339b17f0a4b840e80eb6b9c744b  2023-04-17T16:01:01Z\n",
+       "2   5f2c562056f8ffa89aeea0631f2a52300ee0de17  2023-01-13T10:04:48Z\n",
+       "3   4b8432c7d56121c84d6ef1d75a1c7185c628c13d  2023-01-12T14:47:00Z\n",
+       "4   4486f5c623705c6a14d9eeaba7d155cff30cdb43  2023-01-12T14:36:43Z\n",
+       "5   50b790037030d958b662085c3f4cf34ba72a32ec  2022-12-14T10:02:54Z\n",
+       "6   36220a1c5c2d6954f4873a552544cc0e55b61d0a  2022-12-14T10:02:28Z\n",
+       "7   e941759874365cb152a3562c22d10847d10db326  2022-10-14T08:47:37Z\n",
+       "8   2d38d3313229fdc5f8aa00052a2db21b35be3d2d  2022-10-14T08:46:01Z\n",
+       "9   1ce31fc9e2805034578eff60a269c02176f03252  2022-10-13T13:06:12Z\n",
+       "10  2c631a4b61d529ff1c0635750888f6f6d79c2703  2022-10-13T12:58:37Z\n",
+       "11  12b4b94bb49b4640fa48a1182cc9b1e1fbf7e816  2022-08-25T15:44:07Z\n",
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+       "14  1fd937e6c0ff8452f64152aec9632f0586f981d1  2022-08-21T09:29:01Z\n",
+       "15  50e92c677f4cd547c32bb9305269a762a9595074  2022-07-23T12:54:16Z\n",
+       "16  8732e7d4739a911e01f69d2c5bda82ca15ca68a9  2022-07-23T12:53:45Z\n",
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+       "21  72a9e28a52c9629dd63dfad5f215cdc562e2fd7e  2022-07-14T12:28:41Z\n",
+       "22  dddc6afc29de895f4131693e17b3cc856ff23f8d  2022-07-14T12:27:25Z\n",
+       "23  d1dd2ac5e2b6a8abef9e33ed397807ece52a22fe  2022-04-20T08:39:00Z\n",
+       "24  4d33035dd296826bbde200e17e5281910ac8be13  2022-04-20T08:37:44Z\n",
+       "25  4a13df461c42f970a099de77377f309995e7995c  2022-04-19T08:30:24Z\n",
+       "26  5e1d9764c8e96749bc11d52807eea1f7cc38ce5c  2022-04-14T11:01:59Z\n",
+       "27  ecd63776c6225af0cf8bcc9fa9c6998d3129fb14  2022-04-14T11:00:42Z\n",
+       "28  cada41a6bfac5a8bf88ed2107a0b856b9b9785a0  2022-03-15T14:27:59Z\n",
+       "29  db33aee5dc0b44251b64ff4c2e2f05d59e4e3a2d  2022-03-15T14:27:31Z\n",
+       "30  207cdce7fef5dae54fdad4cc4f933ebd1ab13c5e  2022-02-10T15:36:59Z\n",
+       "31  8ab272288e81fa9a49fd4765579b066c2c03cc10  2022-02-10T15:26:19Z\n",
+       "32  d4c410cd91618a8a74a7763598e499f6a8aa168b  2022-01-14T15:25:23Z\n",
+       "33  db46d2a0209720c5fa0ab8b03403f7009f69d2d6  2022-01-14T12:27:52Z\n",
+       "34  ebb3d8c6aa383567bb7794cacf745b1c82efbb7f  2022-01-14T12:27:35Z\n",
+       "35  fc712c5a4dd00f534e845982a29f46a14e22b292  2022-01-14T08:05:58Z\n",
+       "36  239bf68f403bbdbabb43fa0277040f4dda2b2aff  2022-01-13T20:33:38Z\n",
+       "37  d86bdd9983424c792691269fa10e6f022ccf2191  2022-01-13T16:53:03Z\n",
+       "38  06ceff14b2db920d458dc337b1100dced992e627  2022-01-13T16:52:15Z\n",
+       "39  3fb27698fe4ebbd5ec4a0e565d97a53fe48c7cdd  2022-01-04T09:19:02Z\n",
+       "40  0a051a92e0baab68b4c77ad13b8cb4e7eaa2f810  2022-01-04T09:18:33Z\n",
+       "41  d76ca7d75891aac95205b2cc11510ce8ef41a65a  2021-11-11T11:49:26Z\n",
+       "42  178c68cca2044cbd5032cbff23e4c06b738aed2a  2021-11-11T11:48:57Z\n",
+       "43  2d19daf42ff47c2f2c4e7970dd77ed32768eb38f  2021-10-26T11:32:30Z\n",
+       "44  3f46491c0fe377fd922412c93137efb6a4879b05  2021-10-26T11:15:21Z\n",
+       "45  8dd2a04b1d7e559f5124d012f0a729d0180216d2  2021-10-11T15:33:46Z\n",
+       "46  ddda708da9f2f41ae7e7d122973c2eddb141d949  2021-10-11T15:29:53Z\n",
+       "47  8d77b3dd93959663d58ae5b626289d0746edd0e7  2021-10-11T15:13:57Z\n",
+       "48  d53cfe39089bd2ce40cf0fa06167d0ae38e3e4ea  2021-10-11T14:48:05Z\n",
+       "49  389b55b1c3ef58ea1136fb0c9e6d2ce73038d655  2021-10-11T13:16:09Z\n",
+       "50  5088650c144e6a3ee05ac1e015d487a86095e665  2021-10-11T12:53:06Z\n",
+       "51  7dc4672795eaea35bd8c7e1fa2ec40cf948fc2fd  2021-09-17T15:49:56Z\n",
+       "52  352813601073bcdc3d5eb08d1be07be904276a9a  2021-09-17T15:49:21Z\n",
+       "53  6c613ce701353f42b6c911801f0aeb78413fac9d  2021-08-20T15:25:29Z\n",
+       "54  8f892b2675dd6464f526d32f1ad1d3fd62fa3b03  2021-08-20T14:12:35Z\n",
+       "55  a231c3b065a7b9c86c92915f3b4bcf012ec36175  2021-07-20T11:13:25Z\n",
+       "56  1a3007e433ed7ccffc4a2c7c36ed8013d6105d4d  2021-07-20T10:34:46Z\n",
+       "57  4a8d93e8607e2413edee71da68cade6e11249fea  2021-07-19T11:27:37Z\n",
+       "58  d3fd19b04d4256600e8c90a27a2b317d61514c86  2021-07-19T11:23:30Z\n",
+       "59  fd63f824a11eead1f7fb39457251c7ac27ad1f93  2021-07-15T08:07:22Z\n",
+       "60  89b57278869c7b46fbbaf94825ed336328f3567a  2021-07-15T07:59:10Z\n",
+       "61  6fdf7add8bb4f416bd8660e6b826d80e8759dfe1  2021-07-14T06:19:03Z\n",
+       "62  b57de92d58da2bf787e5af34ab09e0e8ee6cea6c  2021-07-13T16:04:39Z\n",
+       "63  4cdd02827d4b0d2d8834e45baaea621663e0d632  2021-07-13T16:03:03Z\n",
+       "64  e6a3f0cc5710495475e7b959ee82c649978843f8  2021-07-13T16:01:36Z\n",
+       "65  487c16cf1fb4ecb7eca25d752cb7178f10232a81  2021-07-13T15:56:41Z\n",
+       "66  3d7382f653a9707c3b2d683e7d58b7b9d0b4e747  2021-07-13T15:55:05Z\n",
+       "67  d155ba8553d2c53580ef66fbf733484dc2857a30  2021-07-13T15:52:43Z\n",
+       "68  af805f6d40beef639fac7bd1c5f7789893c2f662  2021-06-15T10:31:53Z\n",
+       "69  ee9eefb21f878da18c72bdc04b31d6ec5d8ade06  2021-06-15T10:26:05Z\n",
+       "70  a736a7ce4d98a0fefa3f4c01ab6da4641de74254  2021-06-11T12:09:09Z\n",
+       "71  2f6878301950dfea48a8147a6d8bd012be564063  2021-06-11T12:09:02Z\n",
+       "72  c0510fbaa138ba0029d8aa2949c282fb2dfbf926  2021-06-11T10:16:30Z\n",
+       "73  4871325c65b16d5fc1a0fb406ebf539c3cbcf054  2021-05-12T10:36:19Z\n",
+       "74  cf8ed2bb499fae21b7ed1544177ef3589a8246b1  2021-05-12T10:34:43Z\n",
+       "75  b9d97ef45c56394528534bd1a2ec7d2d78523354  2021-04-26T14:25:47Z\n",
+       "76  8da1eca28db8f6ae0db7e7134d334a10eb96f6a3  2021-04-21T11:17:00Z\n",
+       "77  a2726dfb0cde8a5d567ce9a115d4f254f2af3851  2021-04-21T11:16:49Z\n",
+       "78  410e5b8bd76c20bcde2cd0e92c78713e00160c28  2021-04-21T10:36:48Z\n",
+       "79  4240ef4cf17e503c44b177ff0f7b740258ac2e70  2021-04-12T15:17:44Z\n",
+       "80  7b746d5303493fb53214ceffbd9b365c8ef4a126  2021-04-01T10:04:53Z\n",
+       "81  94cfe2ac15af0171f1397984ca0d1968a6931eb3  2021-03-03T08:53:38Z\n",
+       "82  c37267e1ee355c619a3058da5a7135e19e6522de  2021-03-03T08:44:58Z\n",
+       "83  d531c3422f806634d35d611b0296b6a34815c4e7  2021-02-26T12:30:20Z\n",
+       "84  0fa36435691cac5651bee2ffe511f73ccd98c367  2021-02-17T15:20:04Z\n",
+       "85  a65fcca04e51ba8a9d48d2ee676be1de7ff01746  2021-02-17T14:31:37Z\n",
+       "86  3182e0793150de4ffb34da2774991cb24e49a191  2021-02-04T13:05:18Z\n",
+       "87  5df8b7ecec0e249df5485dd622efed8b35758540  2021-02-04T11:29:37Z\n",
+       "88  0fe7efb1a6217accb8d53cbb17a633f406459fbb  2021-02-03T16:38:34Z\n",
+       "89  2fdc68adf24ec02e28fba5657c7f31c1373491d2  2021-02-03T16:11:39Z\n",
+       "90  cf7eb4a9781fbdac6dba9ff7b345db2d88748eea  2021-02-03T16:10:25Z\n",
+       "91  6305b6c83d61553d3606905f7b41a0cb99f92f0d  2021-01-19T16:57:57Z\n",
+       "92  25c04ea1f8bc4a9915417998310a563bdbb48115  2021-01-19T16:56:43Z\n",
+       "93  cee977d8d1ca2d1f03f384e53227d56e5143b6fb  2021-01-19T11:56:18Z\n",
+       "94  03ded64be9b290287ab0101891ca6f338861c2fe  2021-01-19T11:55:23Z\n",
+       "95  4ec1022d2645f3c2e5018971473710d568078eae  2021-01-18T16:31:24Z\n",
+       "96  7a7d58ec828e8295dd4011f4f460f961a2b4428a  2021-01-18T15:04:52Z\n",
+       "97  67c8be545d4483ac34f86fdd57f09135a4820be6  2021-01-18T15:02:25Z\n",
+       "98  441eeff3a9fca4934fc9cf54e2e4a914bb43ef10  2021-01-18T14:51:08Z\n",
+       "99  a02389393dbd06e2e936d7d2438ef7e48fb969d9  2020-12-16T11:39:46Z"
+      ]
+     },
+     "execution_count": 39,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": ".venv",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.9.16"
+  },
+  "orig_nbformat": 4
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}

From cf8540b4f85657ba5e7ca96e4b41c338ed812724 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Tue, 18 Apr 2023 17:07:32 -0700
Subject: [PATCH 005/367] Python modules and types for get_repo_updates

---
 gfe-db/database/Makefile                      |   2 +-
 gfe-db/infrastructure/template.yaml           |   3 -
 gfe-db/pipeline/Makefile                      |   6 +-
 gfe-db/pipeline/config/source-config.json     |  16 +-
 gfe-db/pipeline/functions/environment.json    |  10 +-
 .../get_repo_updates/events/event.json        |   0
 .../get_repo_updates/src/__init__.py          |   0
 .../functions/get_repo_updates/src/app.py     |   0
 .../get_repo_updates/src/requirements.txt     |   3 +
 .../get_repo_updates/src/utils/__init__.py    |   1 +
 .../get_repo_updates/src/utils/constants.py   |  12 +
 .../get_repo_updates/src/utils/types.py       |  77 +++++
 .../get_repo_updates/src/utils/utils.py       | 302 ++++++++++++++++++
 .../functions/invoke_load_script/__init__.py  |   0
 .../functions/invoke_pipeline/src/__init__.py |   0
 .../functions/invoke_pipeline/src/app.py      |  10 +-
 gfe-db/pipeline/template.yaml                 |  18 +-
 17 files changed, 423 insertions(+), 37 deletions(-)
 create mode 100644 gfe-db/pipeline/functions/get_repo_updates/events/event.json
 create mode 100644 gfe-db/pipeline/functions/get_repo_updates/src/__init__.py
 create mode 100644 gfe-db/pipeline/functions/get_repo_updates/src/app.py
 create mode 100644 gfe-db/pipeline/functions/get_repo_updates/src/requirements.txt
 create mode 100644 gfe-db/pipeline/functions/get_repo_updates/src/utils/__init__.py
 create mode 100644 gfe-db/pipeline/functions/get_repo_updates/src/utils/constants.py
 create mode 100644 gfe-db/pipeline/functions/get_repo_updates/src/utils/types.py
 create mode 100644 gfe-db/pipeline/functions/get_repo_updates/src/utils/utils.py
 create mode 100644 gfe-db/pipeline/functions/invoke_load_script/__init__.py
 create mode 100644 gfe-db/pipeline/functions/invoke_pipeline/src/__init__.py

diff --git a/gfe-db/database/Makefile b/gfe-db/database/Makefile
index 5cc3d26e..896d6c8b 100644
--- a/gfe-db/database/Makefile
+++ b/gfe-db/database/Makefile
@@ -30,7 +30,7 @@ service.check-key-pair: ##=> Checks if the key pair already exists and creates i
 service.config.deploy: service.config.neo4j.deploy service.config.scripts.deploy service.config.cloudwatch-agent.deploy
 
 service.config.neo4j.deploy: service.config.update-dns
-	# @aws s3 cp config/neo4j/neo4j.conf s3://$$DATA_BUCKET_NAME/$${CONFIG_S3_PATH}/${SERVICE}/neo4j/neo4j.conf 2>&1 | tee -a $$CFN_LOG_PATH
+	@aws s3 cp config/neo4j/neo4j.conf s3://$$DATA_BUCKET_NAME/$${CONFIG_S3_PATH}/${SERVICE}/neo4j/neo4j.conf 2>&1 | tee -a $$CFN_LOG_PATH
 	@aws s3 cp --recursive config/neo4j/cypher/ s3://$$DATA_BUCKET_NAME/$${CONFIG_S3_PATH}/${SERVICE}/neo4j/ 2>&1 | tee -a $$CFN_LOG_PATH
 
 service.config.scripts.deploy:
diff --git a/gfe-db/infrastructure/template.yaml b/gfe-db/infrastructure/template.yaml
index 612a6365..25b38609 100644
--- a/gfe-db/infrastructure/template.yaml
+++ b/gfe-db/infrastructure/template.yaml
@@ -180,9 +180,6 @@ Resources:
     Type: AWS::SNS::Topic
     Properties:
       DisplayName: !Sub "${AppName} Data Pipeline Errors"
-      Subscription:
-        - Endpoint: gclindsey@gmail.com
-          Protocol: email
       Tags:
         - Key: Stage
           Value: !Ref Stage
diff --git a/gfe-db/pipeline/Makefile b/gfe-db/pipeline/Makefile
index ea3d2e78..10d09158 100644
--- a/gfe-db/pipeline/Makefile
+++ b/gfe-db/pipeline/Makefile
@@ -32,10 +32,8 @@ service.functions.deploy:
 			InvokePipelineFunctionMemorySize="$$(cat functions/environment.json | jq -r '.Functions.InvokePipeline.FunctionConfiguration.MemorySize')" \
 			InvokePipelineFunctionTimeout="$$(cat functions/environment.json | jq -r '.Functions.InvokePipeline.FunctionConfiguration.Timeout')" \
 			InvokePipelineFunctionSchedule="$$(cat functions/environment.json | jq -r '.Functions.InvokePipeline.InvokePipelineFunctionSchedule')" \
-			GitHubRepositoryOwner="$$(cat functions/environment.json | jq -r '.Functions.InvokePipeline.FunctionConfiguration.Environment.Variables.GITHUB_REPOSITORY_OWNER')" \
-			GitHubRepositoryName="$$(cat functions/environment.json | jq -r '.Functions.InvokePipeline.FunctionConfiguration.Environment.Variables.GITHUB_REPOSITORY_NAME')" \
-			PipelineStatePath="$$(cat functions/environment.json | jq -r '.Functions.InvokePipeline.FunctionConfiguration.Environment.Variables.PIPELINE_STATE_PATH')" \
-			PipelineParamsPath="$$(cat functions/environment.json | jq -r '.Functions.InvokePipeline.FunctionConfiguration.Environment.Variables.PIPELINE_PARAMS_PATH')"  \
+			DataBucketName="$${DATA_BUCKET_NAME}" \
+			ConfigS3Path="$${CONFIG_S3_PATH}" \
 			InvokeLoadScriptFunctionName="$${STAGE}"-"$${APP_NAME}"-"$$(cat functions/environment.json | jq -r '.Functions.InvokeLoadScript.FunctionConfiguration.FunctionName')" \
 			Stage="$${STAGE}" \
 			AppName="$${APP_NAME}" \
diff --git a/gfe-db/pipeline/config/source-config.json b/gfe-db/pipeline/config/source-config.json
index 3a605494..ae390b04 100644
--- a/gfe-db/pipeline/config/source-config.json
+++ b/gfe-db/pipeline/config/source-config.json
@@ -3,7 +3,7 @@
         "ANHIG/IMGTHLA": {
             "owner": "ANHIG",
             "name": "IMGTHLA",
-            "url": "",
+            "url": "https://github.com/ANHIG/IMGTHLA",
             "tracked_assets": [
                 "hla.dat",
                 "msf/"
@@ -16,7 +16,7 @@
             },
             "execution_history": [
                 {
-                    "version": 3510,
+                    "version": 3480,
                     "commit_sha": "ecd63776c6225af0cf8bcc9fa9c6998d3129fb14",
                     "date": "2022-04-14T11:00:42Z",
                     "status": "SUCCESS",
@@ -26,6 +26,18 @@
                         "mem_profile": "False",
                         "limit": "1000"
                     }
+                },
+                {
+                    "version": 3470,
+                    "commit_sha": "06ceff14b2db920d458dc337b1100dced992e627",
+                    "date": "2022-01-13T16:52:15Z",
+                    "status": "SUCCESS",
+                    "input_parameters": {
+                        "align": "False",
+                        "kir": "False",
+                        "mem_profile": "False",
+                        "limit": "1000"
+                    }
                 }
             ]
         }
diff --git a/gfe-db/pipeline/functions/environment.json b/gfe-db/pipeline/functions/environment.json
index 9711bd7d..f13ec396 100644
--- a/gfe-db/pipeline/functions/environment.json
+++ b/gfe-db/pipeline/functions/environment.json
@@ -5,15 +5,7 @@
             "FunctionConfiguration": {
                 "FunctionName": "invoke-pipeline",
                 "Timeout": 60,
-                "MemorySize": 256,
-                "Environment": {
-                    "Variables": {
-                        "GITHUB_REPOSITORY_OWNER": "ANHIG",
-                        "GITHUB_REPOSITORY_NAME": "IMGTHLA",
-                        "PIPELINE_STATE_PATH": "config/IMGTHLA-repository-state.json",
-                        "PIPELINE_PARAMS_PATH": "config/pipeline-input.json"
-                    }
-                }
+                "MemorySize": 256
             }
         },
         "InvokeLoadScript": {
diff --git a/gfe-db/pipeline/functions/get_repo_updates/events/event.json b/gfe-db/pipeline/functions/get_repo_updates/events/event.json
new file mode 100644
index 00000000..e69de29b
diff --git a/gfe-db/pipeline/functions/get_repo_updates/src/__init__.py b/gfe-db/pipeline/functions/get_repo_updates/src/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/gfe-db/pipeline/functions/get_repo_updates/src/app.py b/gfe-db/pipeline/functions/get_repo_updates/src/app.py
new file mode 100644
index 00000000..e69de29b
diff --git a/gfe-db/pipeline/functions/get_repo_updates/src/requirements.txt b/gfe-db/pipeline/functions/get_repo_updates/src/requirements.txt
new file mode 100644
index 00000000..07b7357e
--- /dev/null
+++ b/gfe-db/pipeline/functions/get_repo_updates/src/requirements.txt
@@ -0,0 +1,3 @@
+python-dotenv
+pydantic
+requests
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/get_repo_updates/src/utils/__init__.py b/gfe-db/pipeline/functions/get_repo_updates/src/utils/__init__.py
new file mode 100644
index 00000000..90f60fdd
--- /dev/null
+++ b/gfe-db/pipeline/functions/get_repo_updates/src/utils/__init__.py
@@ -0,0 +1 @@
+from .utils import *
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/get_repo_updates/src/utils/constants.py b/gfe-db/pipeline/functions/get_repo_updates/src/utils/constants.py
new file mode 100644
index 00000000..94b9ed9d
--- /dev/null
+++ b/gfe-db/pipeline/functions/get_repo_updates/src/utils/constants.py
@@ -0,0 +1,12 @@
+import os
+import logging
+from dotenv import load_dotenv, find_dotenv
+load_dotenv(find_dotenv());
+
+# Logging
+logger = logging.getLogger(__name__)
+logger.setLevel(logging.INFO)
+
+# Environment variables
+AWS_REGION = os.environ["AWS_REGION"] 
+GITHUB_PERSONAL_ACCESS_TOKEN = os.environ["GITHUB_PERSONAL_ACCESS_TOKEN"]
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/get_repo_updates/src/utils/types.py b/gfe-db/pipeline/functions/get_repo_updates/src/utils/types.py
new file mode 100644
index 00000000..ec14bc36
--- /dev/null
+++ b/gfe-db/pipeline/functions/get_repo_updates/src/utils/types.py
@@ -0,0 +1,77 @@
+import re
+from pydantic import BaseModel, validator
+
+### Source Config Models ###
+class InputParameterConfig(BaseModel):
+    align: bool
+    kir: bool
+    mem_profile: bool
+    limit: str
+
+    # validate that limit is an integer
+    @validator('limit')
+    def limit_is_integer(cls, v):
+        if not v.isnumeric():
+            raise ValueError('limit must be an integer')
+        return v
+
+class ExecutionHistoryConfig(BaseModel):
+    version: int
+    commit_sha: str
+    date: str
+    status: str
+    input_parameters: InputParameterConfig
+
+    # validate that version is a 4 digit number, position 0 is a number between 1 and 9, and position 1:2 is a number between 0 and 99 and position 3 is 0
+    @validator('version')
+    def version_is_valid(cls, v):
+        if not re.match(r'^[1-9][0-9]{2}0$', str(v)):
+            raise ValueError("version must match '^[1-9][0-9]{2}0$'")
+        return v
+
+    # validate that commit_sha is a 40 character hex string
+    @validator('commit_sha')
+    def commit_sha_is_hex(cls, v):
+        if not re.match(r'^[0-9a-f]{40}$', v):
+            raise ValueError('commit_sha must be a 40 character hex string')
+        return v
+
+    # validate that date field is ISO 8601 format with timezone
+    @validator('date')
+    def date_is_iso_8601_with_timezone(cls, v):
+        if not re.match(r'^\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2}Z$', v):
+            raise ValueError('date must be in ISO 8601 format with timezone')
+        return v
+    
+    # validate the status is on of 'SUCCESS', 'FAILURE', or 'IN_PROGRESS'
+    @validator('status')
+    def status_is_valid(cls, v):
+        if v not in ['SUCCESS', 'FAILURE', 'IN_PROGRESS']:
+            raise ValueError('status must be one of "SUCCESS", "FAILURE", or "IN_PROGRESS"')
+        return v
+
+class RepositoryConfig(BaseModel):
+    owner: str
+    name: str
+    url: str
+    tracked_assets: list[str]
+    default_input_parameters: InputParameterConfig
+    execution_history: list[ExecutionHistoryConfig]
+
+    # validate that the url is a valid URL
+    @validator('url')
+    def url_is_valid(cls, v):
+        if not re.match(r'^https?://', v):
+            raise ValueError('url must be a valid URL')
+        return v
+    
+    # validate that execution_history is sorted by date descending
+    @validator('execution_history')
+    def execution_history_is_sorted_by_date_descending(cls, v):
+        for i in range(0, len(v) - 1):
+            if v[i].date < v[i+1].date:
+                raise ValueError('execution_history must be sorted by date descending')
+        return v
+
+class SourceConfig(BaseModel):
+    repositories: dict[str, RepositoryConfig]
diff --git a/gfe-db/pipeline/functions/get_repo_updates/src/utils/utils.py b/gfe-db/pipeline/functions/get_repo_updates/src/utils/utils.py
new file mode 100644
index 00000000..79a5efe2
--- /dev/null
+++ b/gfe-db/pipeline/functions/get_repo_updates/src/utils/utils.py
@@ -0,0 +1,302 @@
+import logging
+from itertools import chain, starmap
+from datetime import datetime
+import json
+import requests
+import boto3
+from .types import SourceConfig
+from .constants import AWS_REGION, GITHUB_PERSONAL_ACCESS_TOKEN
+
+# Logging
+logger = logging.getLogger(__name__)
+logger.setLevel(logging.INFO)
+
+# boto3 session
+session = boto3.Session(region_name=AWS_REGION)
+s3 = session.client('s3')
+
+def flatten_json(dictionary, sep='.', skip_fields=[]):
+    """Flatten a nested json file. For a list of dictionaries, use this
+    inside a for loop before converting to pandas DataFrame."""
+
+    def unpack(parent_key, parent_value):
+        """Unpack one level of nesting in json file"""
+        # Unpack one level only!!!
+        
+        if isinstance(parent_value, dict):
+            for key, value in parent_value.items():
+                temp1 = parent_key + sep + key
+                yield temp1, value
+        elif isinstance(parent_value, list):
+            i = 0 
+            for value in parent_value:
+                temp2 = parent_key + sep +str(i) 
+                i += 1
+                yield temp2, value
+        else:
+            yield parent_key, parent_value    
+
+
+    # Keep iterating until the termination condition is satisfied
+    while True:
+        # Keep unpacking the json file until all values are atomic elements (not dictionary or list)
+        dictionary = dict(chain.from_iterable(starmap(unpack, dictionary.items())))
+        # Terminate condition: not any value in the json file is dictionary or list
+        if not any(isinstance(value, dict) for value in dictionary.values()) and \
+           not any(isinstance(value, list) for value in dictionary.values()):
+            break
+
+    return dictionary
+
+
+def read_s3_json(bucket, key):
+    """Reads config file containing the current state of branches in 
+    a GitHub repo"""
+    
+    try:
+        response = s3.get_object(
+            Bucket=bucket, 
+            Key=key)
+        return json.loads(response["Body"].read().decode())
+        
+    except Exception as err:
+        logger.error(f'Failed to read config file to s3://{bucket}/{key}. HTTPStatusCode: {response["ResponseMetadata"]["HTTPStatusCode"]}')
+        raise err
+
+
+def write_s3_json(bucket, key, data):
+    """Writes config file containing the current state of branches in 
+    a GitHub repo"""
+    
+    try:
+        response = s3.put_object(
+            Bucket=bucket, 
+            Key=key,
+            Body=json.dumps(data).encode())
+        
+    except Exception as err:
+        logger.error(f'Failed to write config file to s3://{bucket}/{key}. HTTPStatusCode: {response["ResponseMetadata"]["HTTPStatusCode"]}')
+        raise err
+
+
+def read_source_config(bucket, key):
+    data = read_s3_json(bucket, key)
+    return SourceConfig(**data)
+
+
+def write_source_config(bucket, key, source_config: SourceConfig):
+    write_s3_json(bucket, key, source_config.dict())
+
+
+def get_commits(owner, repo, per_page=100):
+    """Return a list of GitHub commits for the specified repository"""
+
+    base_url = 'https://api.github.com'
+
+    # Endpoint
+    endpoint = f'/repos/{owner}/{repo}/commits?per_page={per_page}'
+
+    url = base_url + endpoint
+
+    # Headers
+    headers = {
+        'Authorization': f'token {GITHUB_PERSONAL_ACCESS_TOKEN}',
+        'Content-Type': 'application/json',
+        'Accept': 'application/vnd.github.v3+json',
+        'X-GitHub-Api-Version': '2022-11-28'
+    }
+
+    response = requests.get(url, headers=headers)
+
+    return response.json()
+
+
+def get_commit(owner, repo, commit_sha):
+    """Return the commit for the specified repository and commit SHA"""
+
+    base_url = 'https://api.github.com'
+
+    # Endpoint
+    endpoint = f'/repos/{owner}/{repo}/commits/{commit_sha}'
+    url = base_url + endpoint
+
+    # Headers
+    headers = {
+        'Authorization': f'token {GITHUB_PERSONAL_ACCESS_TOKEN}',
+        'Content-Type': 'application/json',
+        'Accept': 'application/vnd.github.v3+json',
+        'X-GitHub-Api-Version': '2022-11-28'
+    }
+
+    response = requests.get(url, headers=headers)
+
+    return response.json()
+
+
+def get_file_contents(owner, repo, path):
+
+    base_url = 'https://api.github.com'
+
+    # Endpoint
+    endpoint = f'/repos/{owner}/{repo}/contents/{path}'
+    url = base_url + endpoint
+
+    # Headers
+    headers = {
+        'Authorization': f'token {GITHUB_PERSONAL_ACCESS_TOKEN}',
+        'Content-Type': 'application/json',
+        'Accept': 'application/vnd.github.v3+json',
+        'X-GitHub-Api-Version': '2022-11-28'
+    }
+
+    response = requests.get(url, headers=headers)
+
+    return response.json()
+
+
+def get_commits_for_asset(owner, repo, path, since=None):
+
+    base_url = 'https://api.github.com'
+
+    # Endpoint
+    endpoint = f'/repos/{owner}/{repo}/commits'
+    url = base_url + endpoint
+
+    # Headers
+    headers = {
+        'Authorization': f'token {GITHUB_PERSONAL_ACCESS_TOKEN}',
+        'Content-Type': 'application/json',
+        'Accept': 'application/vnd.github.v3+json',
+        'X-GitHub-Api-Version': '2022-11-28'
+    }
+
+    params = {
+        'path': path,
+        # validate date is in ISO 8601 format
+        'since': since.isoformat() if isinstance(since, datetime) else since
+    }
+
+    response = requests.get(url, headers=headers, params=params)
+
+    return response.json()
+
+
+def get_repo_contents(owner, repo, path, commit_sha=None):
+
+    base_url = 'https://api.github.com'
+
+    # Endpoint
+    endpoint = f'/repos/{owner}/{repo}/contents/{path}'
+    url = base_url + endpoint
+
+    # Headers
+    headers = {
+        'Authorization': f'token {GITHUB_PERSONAL_ACCESS_TOKEN}',
+        'Content-Type': 'application/json',
+        'Accept': 'application/vnd.github.v3+json',
+        'X-GitHub-Api-Version': '2022-11-28'
+    }
+
+    params = {
+        'ref': commit_sha
+    }
+
+    response = requests.get(url, headers=headers, params=params)
+
+    return response.json()
+
+
+def get_repo_asset(owner, repo, path, commit_sha=None):
+    """Download a file from a GitHub repository"""
+    repo_contents = get_repo_contents(owner, repo, path, commit_sha)
+
+    try:
+        res = requests.get(repo_contents['download_url'])
+    except KeyError:
+        logger.error(json.dumps(repo_contents))
+        raise Exception(f'Error downloading {path}')
+    
+    if res.status_code != 200:
+        logger.error(f'Status code {res.status_code} for {path}')
+        raise Exception(f'Error downloading {path}')
+    
+    return res.text
+
+
+def get_branches(owner, repo):
+    """Fetch branches for a GitHub repository"""
+
+    base_url = 'https://api.github.com'
+
+    # Endpoint
+    endpoint = f'/repos/{owner}/{repo}/branches'
+    url = base_url + endpoint
+
+    # Headers
+    headers = {
+        'Authorization': f'token {GITHUB_PERSONAL_ACCESS_TOKEN}',
+        'Content-Type': 'application/json',
+        'Accept': 'application/vnd.github.v3+json',
+        'X-GitHub-Api-Version': '2022-11-28'
+    }
+
+    response = requests.get(url, headers=headers)
+    branches = response.json()
+
+    return branches
+
+
+def get_branch(owner, repo, branch_name):
+    """Fetch branches for a GitHub repository"""
+
+    base_url = 'https://api.github.com'
+
+    # Endpoint
+    endpoint = f'/repos/{owner}/{repo}/branches/{branch_name}'
+    url = base_url + endpoint
+
+    # Headers
+    headers = {
+        'Authorization': f'token {GITHUB_PERSONAL_ACCESS_TOKEN}',
+        'Content-Type': 'application/json',
+        'Accept': 'application/vnd.github.v3+json',
+        'X-GitHub-Api-Version': '2022-11-28'
+    }
+
+    response = requests.get(url, headers=headers)
+    branches = response.json()
+
+    return branches
+
+
+# Function to fetch pull requests
+def get_pull_requests(owner, repo):
+    url = f"https://api.github.com/repos/{owner}/{repo}/pulls?state=all"
+    
+    # Headers
+    headers = {
+        'Authorization': f'token {GITHUB_PERSONAL_ACCESS_TOKEN}',
+        'Content-Type': 'application/json',
+        'Accept': 'application/vnd.github.v3+json',
+        'X-GitHub-Api-Version': '2022-11-28'
+    }
+    response = requests.get(url, headers=headers)
+
+    if response.status_code == 200:
+        return response.json()
+    else:
+        print(f"Error: {response.status_code}")
+        return []
+    
+
+def merge_release_version_with_commit(unique_shas, release_versions):
+    # Convert release_versions to a dictionary for easier lookup
+    release_versions_dict = {sha: version for sha, version in release_versions}
+
+    # Merge the arrays using a list comprehension
+    merged_data = [(release_versions_dict[sha], sha, date) for sha, date in unique_shas]
+
+    # sort by date
+    merged_data.sort(key=lambda x: x[2])
+    
+    return merged_data
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/invoke_load_script/__init__.py b/gfe-db/pipeline/functions/invoke_load_script/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/gfe-db/pipeline/functions/invoke_pipeline/src/__init__.py b/gfe-db/pipeline/functions/invoke_pipeline/src/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/gfe-db/pipeline/functions/invoke_pipeline/src/app.py b/gfe-db/pipeline/functions/invoke_pipeline/src/app.py
index 6f3c0590..83545fec 100644
--- a/gfe-db/pipeline/functions/invoke_pipeline/src/app.py
+++ b/gfe-db/pipeline/functions/invoke_pipeline/src/app.py
@@ -17,14 +17,14 @@
 GITHUB_PERSONAL_ACCESS_TOKEN = os.environ["GITHUB_PERSONAL_ACCESS_TOKEN"]
 GITHUB_REPOSITORY_OWNER = os.environ["GITHUB_REPOSITORY_OWNER"]
 GITHUB_REPOSITORY_NAME = os.environ["GITHUB_REPOSITORY_NAME"]
-GFE_BUCKET = os.environ["GFE_BUCKET"]
+DATA_BUCKET_NAME = os.environ["DATA_BUCKET_NAME"]
 # TODO: add to Makefile
 PIPELINE_STATE_PATH = os.environ["PIPELINE_STATE_PATH"]
 PIPELINE_PARAMS_PATH = os.environ["PIPELINE_PARAMS_PATH"]
 UPDATE_PIPELINE_STATE_MACHINE_ARN = os.environ["UPDATE_PIPELINE_STATE_MACHINE_ARN"]
 
-branches_state_path = f"s3://{GFE_BUCKET}/{PIPELINE_STATE_PATH}"
-pipeline_params_path = f"s3://{GFE_BUCKET}/{PIPELINE_PARAMS_PATH}"
+branches_state_path = f"s3://{DATA_BUCKET_NAME}/{PIPELINE_STATE_PATH}"
+pipeline_params_path = f"s3://{DATA_BUCKET_NAME}/{PIPELINE_PARAMS_PATH}"
 
 s3 = boto3.client('s3')
 sfn = boto3.client('stepfunctions')
@@ -150,7 +150,7 @@ def write_config(path):
     try:
         response = s3.put_object(
              Body=json.dumps(branches_config),
-             Bucket=GFE_BUCKET,
+             Bucket=DATA_BUCKET_NAME,
              Key="/".join(path.split("/")[3:]))
         
         if response['ResponseMetadata']['HTTPStatusCode'] == 200:
@@ -170,7 +170,7 @@ def read_config(path):
     
     try:
         response = s3.get_object(
-            Bucket=GFE_BUCKET, 
+            Bucket=DATA_BUCKET_NAME, 
             Key="/".join(path.split("/")[3:]))
         
         if response['ResponseMetadata']['HTTPStatusCode'] == 200:
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 10615920..e2c5e236 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -9,6 +9,9 @@ Parameters:
   AppName:
     Type: String
     Description: Application name
+  ServiceName:
+    Type: String
+    Description: Service name
   InvokePipelineFunctionName:
     Type: String
   InvokePipelineFunctionMemorySize:
@@ -19,14 +22,6 @@ Parameters:
     Type: Number
   InvokePipelineFunctionSchedule:
     Type: String
-  GitHubRepositoryOwner: 
-    Type: String
-  GitHubRepositoryName:
-    Type: String
-  PipelineStatePath:
-    Type: String
-  PipelineParamsPath:
-    Type: String
   InvokeLoadScriptFunctionName:
     Type: String
   ECRBaseUri:
@@ -325,12 +320,9 @@ Resources:
       Environment:
         Variables:
           GITHUB_PERSONAL_ACCESS_TOKEN: !Sub '{{resolve:secretsmanager:${AppName}-${Stage}-GitHubPersonalAccessToken:SecretString:personal_access_token:AWSCURRENT}}'
-          GITHUB_REPOSITORY_OWNER: !Ref GitHubRepositoryOwner
-          GITHUB_REPOSITORY_NAME: !Ref GitHubRepositoryName
-          GFE_BUCKET: !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}'
+          DATA_BUCKET_NAME: !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}'
+          PIPELINE_CONFIG_S3_PATH: !Sub '${ConfigS3Path}/${ServiceName}/source-config.json'
           UPDATE_PIPELINE_STATE_MACHINE_ARN: !GetAtt UpdatePipelineStateMachine.Arn
-          PIPELINE_STATE_PATH: !Ref PipelineStatePath
-          PIPELINE_PARAMS_PATH: !Ref PipelineParamsPath
       Events:
         Trigger:
           Type: Schedule

From 7993bf07174f5d00a36277cbfc123245555159d5 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Tue, 18 Apr 2023 20:50:37 -0700
Subject: [PATCH 006/367] notebook logic to update source-config

---
 .../get_repo_updates/src/utils/types.py       |  27 +-
 notebooks/0.1-process-updated-releases.ipynb  | 274 +++++++++++++-----
 notebooks/source-config.json                  | 132 +++++++++
 3 files changed, 348 insertions(+), 85 deletions(-)
 create mode 100644 notebooks/source-config.json

diff --git a/gfe-db/pipeline/functions/get_repo_updates/src/utils/types.py b/gfe-db/pipeline/functions/get_repo_updates/src/utils/types.py
index ec14bc36..8d1adc46 100644
--- a/gfe-db/pipeline/functions/get_repo_updates/src/utils/types.py
+++ b/gfe-db/pipeline/functions/get_repo_updates/src/utils/types.py
@@ -1,6 +1,13 @@
 import re
+from typing import List, Optional, Dict
 from pydantic import BaseModel, validator
 
+# validate that date field is ISO 8601 format with timezone
+def date_is_iso_8601_with_timezone(v):
+    if not re.match(r'^\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2}Z$', v):
+        raise ValueError('date must be in ISO 8601 format with timezone')
+    return v
+
 ### Source Config Models ###
 class InputParameterConfig(BaseModel):
     align: bool
@@ -15,10 +22,13 @@ def limit_is_integer(cls, v):
             raise ValueError('limit must be an integer')
         return v
 
-class ExecutionHistoryConfig(BaseModel):
+# TODO add commit_date, execution_date, commit_url
+class ExecutionHistoryItem(BaseModel):
     version: int
     commit_sha: str
-    date: str
+    commit_date_utc: str
+    commit_url: str
+    execution_date_utc: str
     status: str
     input_parameters: InputParameterConfig
 
@@ -36,18 +46,13 @@ def commit_sha_is_hex(cls, v):
             raise ValueError('commit_sha must be a 40 character hex string')
         return v
 
-    # validate that date field is ISO 8601 format with timezone
-    @validator('date')
-    def date_is_iso_8601_with_timezone(cls, v):
-        if not re.match(r'^\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2}Z$', v):
-            raise ValueError('date must be in ISO 8601 format with timezone')
-        return v
+    _date_is_iso_8601_with_timezone = validator('commit_date_utc', 'execution_date_utc', allow_reuse=True)(date_is_iso_8601_with_timezone)
     
     # validate the status is on of 'SUCCESS', 'FAILURE', or 'IN_PROGRESS'
     @validator('status')
     def status_is_valid(cls, v):
-        if v not in ['SUCCESS', 'FAILURE', 'IN_PROGRESS']:
-            raise ValueError('status must be one of "SUCCESS", "FAILURE", or "IN_PROGRESS"')
+        if v not in ["SUCCESS", "PENDING", "SKIPPED", "FAILED", "IN_PROGRESS"]:
+            raise ValueError('status must be one of "SUCCESS", "PENDING", "SKIPPED", "FAILED", or "IN_PROGRESS"')
         return v
 
 class RepositoryConfig(BaseModel):
@@ -56,7 +61,7 @@ class RepositoryConfig(BaseModel):
     url: str
     tracked_assets: list[str]
     default_input_parameters: InputParameterConfig
-    execution_history: list[ExecutionHistoryConfig]
+    execution_history: list[ExecutionHistoryItem]
 
     # validate that the url is a valid URL
     @validator('url')
diff --git a/notebooks/0.1-process-updated-releases.ipynb b/notebooks/0.1-process-updated-releases.ipynb
index 98e1c362..f69832fd 100644
--- a/notebooks/0.1-process-updated-releases.ipynb
+++ b/notebooks/0.1-process-updated-releases.ipynb
@@ -41,9 +41,26 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 1,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "ename": "ConfigError",
+     "evalue": "Validators defined with incorrect fields: date_is_iso_8601_with_timezone (use check_fields=False if you're inheriting from the model and intended this)",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mConfigError\u001b[0m                               Traceback (most recent call last)",
+      "Cell \u001b[0;32mIn[1], line 10\u001b[0m\n\u001b[1;32m      8\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39mboto3\u001b[39;00m\n\u001b[1;32m      9\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39mpandas\u001b[39;00m \u001b[39mas\u001b[39;00m \u001b[39mpd\u001b[39;00m\n\u001b[0;32m---> 10\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39msrc\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mutils\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mtypes\u001b[39;00m \u001b[39mimport\u001b[39;00m (\n\u001b[1;32m     11\u001b[0m     ExecutionHistoryItem\n\u001b[1;32m     12\u001b[0m )\n\u001b[1;32m     13\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39msrc\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mutils\u001b[39;00m \u001b[39mimport\u001b[39;00m (\n\u001b[1;32m     14\u001b[0m     read_source_config,\n\u001b[1;32m     15\u001b[0m     write_source_config,\n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m     20\u001b[0m     merge_release_version_with_commit\n\u001b[1;32m     21\u001b[0m )\n\u001b[1;32m     23\u001b[0m \u001b[39m# logging\u001b[39;00m\n",
+      "File \u001b[0;32m~/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/gfe-db/pipeline/functions/get_repo_updates/src/utils/__init__.py:1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39m.\u001b[39;00m\u001b[39mutils\u001b[39;00m \u001b[39mimport\u001b[39;00m \u001b[39m*\u001b[39m\n",
+      "File \u001b[0;32m~/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/gfe-db/pipeline/functions/get_repo_updates/src/utils/utils.py:7\u001b[0m\n\u001b[1;32m      5\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39mrequests\u001b[39;00m\n\u001b[1;32m      6\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39mboto3\u001b[39;00m\n\u001b[0;32m----> 7\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39m.\u001b[39;00m\u001b[39mtypes\u001b[39;00m \u001b[39mimport\u001b[39;00m SourceConfig\n\u001b[1;32m      8\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39m.\u001b[39;00m\u001b[39mconstants\u001b[39;00m \u001b[39mimport\u001b[39;00m AWS_REGION, GITHUB_PERSONAL_ACCESS_TOKEN\n\u001b[1;32m     10\u001b[0m \u001b[39m# Logging\u001b[39;00m\n",
+      "File \u001b[0;32m~/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/gfe-db/pipeline/functions/get_repo_updates/src/utils/types.py:20\u001b[0m\n\u001b[1;32m     17\u001b[0m         \u001b[39mreturn\u001b[39;00m v\n\u001b[1;32m     19\u001b[0m \u001b[39m# TODO add commit_date, execution_date, commit_url\u001b[39;00m\n\u001b[0;32m---> 20\u001b[0m \u001b[39mclass\u001b[39;00m \u001b[39mExecutionHistoryItem\u001b[39;00m(BaseModel):\n\u001b[1;32m     21\u001b[0m     version: \u001b[39mint\u001b[39m\n\u001b[1;32m     22\u001b[0m     commit_sha: \u001b[39mstr\u001b[39m\n",
+      "File \u001b[0;32m~/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/.venv-dev/lib/python3.9/site-packages/pydantic/main.py:241\u001b[0m, in \u001b[0;36mpydantic.main.ModelMetaclass.__new__\u001b[0;34m()\u001b[0m\n",
+      "File \u001b[0;32m~/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/.venv-dev/lib/python3.9/site-packages/pydantic/class_validators.py:189\u001b[0m, in \u001b[0;36mpydantic.class_validators.ValidatorGroup.check_for_unused\u001b[0;34m()\u001b[0m\n",
+      "\u001b[0;31mConfigError\u001b[0m: Validators defined with incorrect fields: date_is_iso_8601_with_timezone (use check_fields=False if you're inheriting from the model and intended this)"
+     ]
+    }
+   ],
    "source": [
     "import os\n",
     "import sys\n",
@@ -54,6 +71,9 @@
     "import json\n",
     "import boto3\n",
     "import pandas as pd\n",
+    "from src.utils.types import (\n",
+    "    ExecutionHistoryItem\n",
+    ")\n",
     "from src.utils import (\n",
     "    read_source_config,\n",
     "    write_source_config,\n",
@@ -77,7 +97,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -98,7 +118,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -110,12 +130,16 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Asset Processing"
+    "### Asset Processing\n",
+    "\n",
+    "## TODO\n",
+    "- [ ] Add commit_date and execution_date to app state\n",
+    "- [ ] Add commit_url to app state"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -124,7 +148,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -133,7 +157,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -154,7 +178,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -165,22 +189,22 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
        "[('2d38d3313229fdc5f8aa00052a2db21b35be3d2d', '2022-10-14T08:46:01Z'),\n",
-       " ('72a9e28a52c9629dd63dfad5f215cdc562e2fd7e', '2022-07-14T12:28:41Z'),\n",
-       " ('def376dc6955b339b17f0a4b840e80eb6b9c744b', '2023-04-17T16:01:01Z'),\n",
        " ('4486f5c623705c6a14d9eeaba7d155cff30cdb43', '2023-01-12T14:36:43Z'),\n",
+       " ('72a9e28a52c9629dd63dfad5f215cdc562e2fd7e', '2022-07-14T12:28:41Z'),\n",
+       " ('8f80f24d49797595d8a18b8d4d1f59846fbf3fe1', '2022-08-25T15:43:12Z'),\n",
        " ('2c631a4b61d529ff1c0635750888f6f6d79c2703', '2022-10-13T12:58:37Z'),\n",
        " ('1a3be9a5d01a414854ff3bfacd5257c14adeefa2', '2022-07-14T13:40:17Z'),\n",
-       " ('8f80f24d49797595d8a18b8d4d1f59846fbf3fe1', '2022-08-25T15:43:12Z')]"
+       " ('def376dc6955b339b17f0a4b840e80eb6b9c744b', '2023-04-17T16:01:01Z')]"
       ]
      },
-     "execution_count": 12,
+     "execution_count": 8,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -191,20 +215,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 9,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "INFO:__main__:Release versions by sha:\n",
-      "[[3520, \"def376dc6955b339b17f0a4b840e80eb6b9c744b\", \"2023-04-17T16:01:01Z\"], [3510, \"4486f5c623705c6a14d9eeaba7d155cff30cdb43\", \"2023-01-12T14:36:43Z\"], [3500, \"2d38d3313229fdc5f8aa00052a2db21b35be3d2d\", \"2022-10-14T08:46:01Z\"], [3500, \"2c631a4b61d529ff1c0635750888f6f6d79c2703\", \"2022-10-13T12:58:37Z\"], [3490, \"8f80f24d49797595d8a18b8d4d1f59846fbf3fe1\", \"2022-08-25T15:43:12Z\"], [3490, \"1a3be9a5d01a414854ff3bfacd5257c14adeefa2\", \"2022-07-14T13:40:17Z\"], [3480, \"72a9e28a52c9629dd63dfad5f215cdc562e2fd7e\", \"2022-07-14T12:28:41Z\"]]\n",
-      "INFO:__main__:Unique releases:\n",
-      " [3480, 3490, 3500, 3510, 3520]\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "# get the releases for each unique commit from Allelelist.txt\n",
     "# can produce duplicate release versions if the same release is updated more than once\n",
@@ -216,86 +229,195 @@
     "    release_version = int(re.search(release_version_re, allele_list).group(1).replace(\".\", \"\"))\n",
     "\n",
     "    # TODO use a dict instead of tuple and append directly to source_config BOOKMARK\n",
-    "    release_versions.append((release_version, sha, date))\n",
-    "\n",
-    "# write this to source config file (must be sorted by data descending)\n",
+    "    release_versions.append((release_version, sha, date))\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "INFO:__main__:Release versions by sha:\n",
+      "[[3520, \"def376dc6955b339b17f0a4b840e80eb6b9c744b\", \"2023-04-17T16:01:01Z\"], [3510, \"4486f5c623705c6a14d9eeaba7d155cff30cdb43\", \"2023-01-12T14:36:43Z\"], [3500, \"2d38d3313229fdc5f8aa00052a2db21b35be3d2d\", \"2022-10-14T08:46:01Z\"], [3500, \"2c631a4b61d529ff1c0635750888f6f6d79c2703\", \"2022-10-13T12:58:37Z\"], [3490, \"8f80f24d49797595d8a18b8d4d1f59846fbf3fe1\", \"2022-08-25T15:43:12Z\"], [3490, \"1a3be9a5d01a414854ff3bfacd5257c14adeefa2\", \"2022-07-14T13:40:17Z\"], [3480, \"72a9e28a52c9629dd63dfad5f215cdc562e2fd7e\", \"2022-07-14T12:28:41Z\"]]\n"
+     ]
+    }
+   ],
+   "source": [
+    "# write this to source config file (must be sorted by data descending), but the status should be labeled firsts\n",
     "release_versions.sort(key=lambda x: x[2], reverse=True)\n",
-    "logger.info(f\"Release versions by sha:\\n{json.dumps(release_versions)}\")\n",
-    "\n",
+    "logger.info(f\"Release versions by sha:\\n{json.dumps(release_versions)}\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "INFO:__main__:Unique releases:\n",
+      " [3480, 3490, 3500, 3510, 3520]\n"
+     ]
+    }
+   ],
+   "source": [
     "# send this array to state machine\n",
     "unique_release_versions = list(set([version[0] for version in release_versions]))\n",
     "unique_release_versions.sort(reverse=False)\n",
     "logger.info(f\"Unique releases:\\n {json.dumps(unique_release_versions)}\")"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# take the most recent release version and get the commit sha for that release version\n",
+    "# this is the commit sha that will be used to build the release version\n",
+    "commits_pending = []\n",
+    "for version in unique_release_versions:\n",
+    "    items_for_version = [item for item in release_versions if item[0] == version]\n",
+    "    most_recent_item = max(items_for_version, key=lambda x: x[2])\n",
+    "    commits_pending.append(most_recent_item)\n"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 14,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "[(3520, 'def376dc6955b339b17f0a4b840e80eb6b9c744b', '2023-04-17T16:01:01Z'),\n",
-       " (3510, '4486f5c623705c6a14d9eeaba7d155cff30cdb43', '2023-01-12T14:36:43Z'),\n",
-       " (3500, '2d38d3313229fdc5f8aa00052a2db21b35be3d2d', '2022-10-14T08:46:01Z'),\n",
-       " (3500, '2c631a4b61d529ff1c0635750888f6f6d79c2703', '2022-10-13T12:58:37Z'),\n",
-       " (3490, '8f80f24d49797595d8a18b8d4d1f59846fbf3fe1', '2022-08-25T15:43:12Z'),\n",
-       " (3490, '1a3be9a5d01a414854ff3bfacd5257c14adeefa2', '2022-07-14T13:40:17Z'),\n",
-       " (3480, '72a9e28a52c9629dd63dfad5f215cdc562e2fd7e', '2022-07-14T12:28:41Z')]"
-      ]
-     },
-     "execution_count": 14,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
-    "# TODO BOOKMARK appened dict of processed commits to source config, remember to add the default input parameters to each dict\n",
-    "source_config.repositories[GITHUB_REPOSITORY_OWNER + \"/\" + GITHUB_REPOSITORY_NAME].execution_history = \\\n"
+    "# the commits that aren't in commits_pending are labeled as skipped\n",
+    "commits_skipped = set(release_versions).difference(set(commits_pending))\n"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 42,
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "execution_history_pending = [\n",
+    "    ExecutionHistoryItemItem(\n",
+    "        **{\n",
+    "            \"version\": item[0],\n",
+    "            \"commit_sha\": item[1],\n",
+    "            \"date\": item[2],\n",
+    "            \"status\": \"PENDING\",\n",
+    "            \"input_parameters\": source_repo.default_input_parameters.dict(),\n",
+    "        }\n",
+    "    )\n",
+    "    for item in commits_pending\n",
+    "]\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "execution_history_skipped = [\n",
+    "    ExecutionHistoryItem(\n",
+    "        **{\n",
+    "            \"version\": item[0],\n",
+    "            \"commit_sha\": item[1],\n",
+    "            \"date\": item[2],\n",
+    "            \"status\": \"SKIPPED\",\n",
+    "            \"input_parameters\": source_repo.default_input_parameters.dict(),\n",
+    "        }\n",
+    "    )\n",
+    "    for item in commits_skipped\n",
+    "]\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "execution_history = execution_history_pending + execution_history_skipped"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "[('72a9e28a52c9629dd63dfad5f215cdc562e2fd7e', 3480),\n",
-       " ('8f80f24d49797595d8a18b8d4d1f59846fbf3fe1', 3490),\n",
-       " ('1a3be9a5d01a414854ff3bfacd5257c14adeefa2', 3490),\n",
-       " ('2c631a4b61d529ff1c0635750888f6f6d79c2703', 3500),\n",
-       " ('2d38d3313229fdc5f8aa00052a2db21b35be3d2d', 3500),\n",
-       " ('4486f5c623705c6a14d9eeaba7d155cff30cdb43', 3510),\n",
-       " ('def376dc6955b339b17f0a4b840e80eb6b9c744b', 3520)]"
+       "[ExecutionHistoryItem(version=3520, commit_sha='def376dc6955b339b17f0a4b840e80eb6b9c744b', date='2023-04-17T16:01:01Z', status='PENDING', input_parameters=InputParameterConfig(align=False, kir=False, mem_profile=False, limit='1000')),\n",
+       " ExecutionHistoryItem(version=3510, commit_sha='4486f5c623705c6a14d9eeaba7d155cff30cdb43', date='2023-01-12T14:36:43Z', status='PENDING', input_parameters=InputParameterConfig(align=False, kir=False, mem_profile=False, limit='1000')),\n",
+       " ExecutionHistoryItem(version=3500, commit_sha='2d38d3313229fdc5f8aa00052a2db21b35be3d2d', date='2022-10-14T08:46:01Z', status='PENDING', input_parameters=InputParameterConfig(align=False, kir=False, mem_profile=False, limit='1000')),\n",
+       " ExecutionHistoryItem(version=3500, commit_sha='2c631a4b61d529ff1c0635750888f6f6d79c2703', date='2022-10-13T12:58:37Z', status='SKIPPED', input_parameters=InputParameterConfig(align=False, kir=False, mem_profile=False, limit='1000')),\n",
+       " ExecutionHistoryItem(version=3490, commit_sha='8f80f24d49797595d8a18b8d4d1f59846fbf3fe1', date='2022-08-25T15:43:12Z', status='PENDING', input_parameters=InputParameterConfig(align=False, kir=False, mem_profile=False, limit='1000')),\n",
+       " ExecutionHistoryItem(version=3490, commit_sha='1a3be9a5d01a414854ff3bfacd5257c14adeefa2', date='2022-07-14T13:40:17Z', status='SKIPPED', input_parameters=InputParameterConfig(align=False, kir=False, mem_profile=False, limit='1000')),\n",
+       " ExecutionHistoryItem(version=3480, commit_sha='72a9e28a52c9629dd63dfad5f215cdc562e2fd7e', date='2022-07-14T12:28:41Z', status='PENDING', input_parameters=InputParameterConfig(align=False, kir=False, mem_profile=False, limit='1000'))]"
       ]
      },
-     "execution_count": 42,
+     "execution_count": 20,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "release_versions"
+    "# sort by date descending\n",
+    "execution_history.sort(key=lambda x: x.date, reverse=True)\n",
+    "# execution_history"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# warning: extend method is not idempotent, so if you run this cell more than once, you will get duplicate commits\n",
+    "source_config.repositories[GITHUB_REPOSITORY_OWNER + \"/\" + GITHUB_REPOSITORY_NAME].execution_history.extend(execution_history)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# sort by date descending\n",
+    "source_config.repositories[GITHUB_REPOSITORY_OWNER + \"/\" + GITHUB_REPOSITORY_NAME].execution_history.sort(key=lambda x: x.date, reverse=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# print(json.dumps([item.dict() for item in source_config.repositories[GITHUB_REPOSITORY_OWNER + \"/\" + GITHUB_REPOSITORY_NAME].execution_history], indent=4))"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 28,
    "metadata": {},
    "outputs": [
     {
-     "ename": "NameError",
-     "evalue": "name 'unique_release_versions' is not defined",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
-      "Cell \u001b[0;32mIn[13], line 2\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[39m# send these to the state machine\u001b[39;00m\n\u001b[0;32m----> 2\u001b[0m unique_release_versions\n",
-      "\u001b[0;31mNameError\u001b[0m: name 'unique_release_versions' is not defined"
-     ]
+     "data": {
+      "text/plain": [
+       "[3480, 3490, 3500, 3510, 3520]"
+      ]
+     },
+     "execution_count": 28,
+     "metadata": {},
+     "output_type": "execute_result"
     }
    ],
    "source": [
@@ -305,10 +427,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 43,
+   "execution_count": 27,
    "metadata": {},
    "outputs": [],
-   "source": []
+   "source": [
+    "# write to json file\n",
+    "with open(\"source-config.json\", \"w\") as f:\n",
+    "    json.dump(source_config.dict(), f, indent=4)"
+   ]
   },
   {
    "cell_type": "code",
diff --git a/notebooks/source-config.json b/notebooks/source-config.json
new file mode 100644
index 00000000..ccbf10fa
--- /dev/null
+++ b/notebooks/source-config.json
@@ -0,0 +1,132 @@
+{
+    "app": "gfe-db",
+    "updated_at_utc": "2021-09-14T12:00:00Z",
+    "updated_from_resource": "",
+    "repositories": {
+        "ANHIG/IMGTHLA": {
+            "owner": "ANHIG",
+            "name": "IMGTHLA",
+            "url": "https://github.com/ANHIG/IMGTHLA",
+            "tracked_assets": [
+                "hla.dat",
+                "msf/"
+            ],
+            "default_input_parameters": {
+                "align": false,
+                "kir": false,
+                "mem_profile": false,
+                "limit": "1000"
+            },
+            "execution_history": [
+                {
+                    "version": 3520,
+                    "commit_sha": "def376dc6955b339b17f0a4b840e80eb6b9c744b",
+                    "date": "2023-04-17T16:01:01Z",
+                    "status": "PENDING",
+                    "input_parameters": {
+                        "align": false,
+                        "kir": false,
+                        "mem_profile": false,
+                        "limit": "1000"
+                    }
+                },
+                {
+                    "version": 3510,
+                    "commit_sha": "4486f5c623705c6a14d9eeaba7d155cff30cdb43",
+                    "date": "2023-01-12T14:36:43Z",
+                    "status": "PENDING",
+                    "input_parameters": {
+                        "align": false,
+                        "kir": false,
+                        "mem_profile": false,
+                        "limit": "1000"
+                    }
+                },
+                {
+                    "version": 3500,
+                    "commit_sha": "2d38d3313229fdc5f8aa00052a2db21b35be3d2d",
+                    "date": "2022-10-14T08:46:01Z",
+                    "status": "PENDING",
+                    "input_parameters": {
+                        "align": false,
+                        "kir": false,
+                        "mem_profile": false,
+                        "limit": "1000"
+                    }
+                },
+                {
+                    "version": 3500,
+                    "commit_sha": "2c631a4b61d529ff1c0635750888f6f6d79c2703",
+                    "date": "2022-10-13T12:58:37Z",
+                    "status": "SKIPPED",
+                    "input_parameters": {
+                        "align": false,
+                        "kir": false,
+                        "mem_profile": false,
+                        "limit": "1000"
+                    }
+                },
+                {
+                    "version": 3490,
+                    "commit_sha": "8f80f24d49797595d8a18b8d4d1f59846fbf3fe1",
+                    "date": "2022-08-25T15:43:12Z",
+                    "status": "PENDING",
+                    "input_parameters": {
+                        "align": false,
+                        "kir": false,
+                        "mem_profile": false,
+                        "limit": "1000"
+                    }
+                },
+                {
+                    "version": 3490,
+                    "commit_sha": "1a3be9a5d01a414854ff3bfacd5257c14adeefa2",
+                    "date": "2022-07-14T13:40:17Z",
+                    "status": "SKIPPED",
+                    "input_parameters": {
+                        "align": false,
+                        "kir": false,
+                        "mem_profile": false,
+                        "limit": "1000"
+                    }
+                },
+                {
+                    "version": 3480,
+                    "commit_sha": "72a9e28a52c9629dd63dfad5f215cdc562e2fd7e",
+                    "date": "2022-07-14T12:28:41Z",
+                    "status": "PENDING",
+                    "input_parameters": {
+                        "align": false,
+                        "kir": false,
+                        "mem_profile": false,
+                        "limit": "1000"
+                    }
+                },
+                {
+                    "version": 3480,
+                    "commit_sha": "ecd63776c6225af0cf8bcc9fa9c6998d3129fb14",
+                    "date": "2022-04-14T11:00:42Z",
+                    "status": "SUCCESS",
+                    "input_parameters": {
+                        "align": false,
+                        "kir": false,
+                        "mem_profile": false,
+                        "limit": "1000"
+                    }
+                },
+                {
+                    "version": 3470,
+                    "commit_sha": "06ceff14b2db920d458dc337b1100dced992e627",
+                    "date": "2022-01-13T16:52:15Z",
+                    "status": "SUCCESS",
+                    "input_parameters": {
+                        "align": false,
+                        "kir": false,
+                        "mem_profile": false,
+                        "limit": "1000"
+                    }
+                }
+            ]
+        }
+    }
+}
\ No newline at end of file

From 4f7906a3239b9f0581dddec03bfd1bbff037de05 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Mon, 24 Apr 2023 19:44:51 -0700
Subject: [PATCH 007/367] add build config dev notebook

---
 notebooks/0.1-process-updated-releases.ipynb  |  361 ++++-
 notebooks/source-config.json                  |  132 --
 .../0.0-track-releases-by-commit.ipynb        | 1443 +++++++++++++++++
 .../1.0-build-source-config.ipynb             |  552 +++++++
 notebooks/track_releases/source-config.json   |  491 ++++++
 requirements-dev.txt                          |    2 +-
 6 files changed, 2765 insertions(+), 216 deletions(-)
 delete mode 100644 notebooks/source-config.json
 create mode 100644 notebooks/track_releases/0.0-track-releases-by-commit.ipynb
 create mode 100644 notebooks/track_releases/1.0-build-source-config.ipynb
 create mode 100644 notebooks/track_releases/source-config.json

diff --git a/notebooks/0.1-process-updated-releases.ipynb b/notebooks/0.1-process-updated-releases.ipynb
index f69832fd..22f8b2f0 100644
--- a/notebooks/0.1-process-updated-releases.ipynb
+++ b/notebooks/0.1-process-updated-releases.ipynb
@@ -43,30 +43,14 @@
    "cell_type": "code",
    "execution_count": 1,
    "metadata": {},
-   "outputs": [
-    {
-     "ename": "ConfigError",
-     "evalue": "Validators defined with incorrect fields: date_is_iso_8601_with_timezone (use check_fields=False if you're inheriting from the model and intended this)",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mConfigError\u001b[0m                               Traceback (most recent call last)",
-      "Cell \u001b[0;32mIn[1], line 10\u001b[0m\n\u001b[1;32m      8\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39mboto3\u001b[39;00m\n\u001b[1;32m      9\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39mpandas\u001b[39;00m \u001b[39mas\u001b[39;00m \u001b[39mpd\u001b[39;00m\n\u001b[0;32m---> 10\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39msrc\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mutils\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mtypes\u001b[39;00m \u001b[39mimport\u001b[39;00m (\n\u001b[1;32m     11\u001b[0m     ExecutionHistoryItem\n\u001b[1;32m     12\u001b[0m )\n\u001b[1;32m     13\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39msrc\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mutils\u001b[39;00m \u001b[39mimport\u001b[39;00m (\n\u001b[1;32m     14\u001b[0m     read_source_config,\n\u001b[1;32m     15\u001b[0m     write_source_config,\n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m     20\u001b[0m     merge_release_version_with_commit\n\u001b[1;32m     21\u001b[0m )\n\u001b[1;32m     23\u001b[0m \u001b[39m# logging\u001b[39;00m\n",
-      "File \u001b[0;32m~/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/gfe-db/pipeline/functions/get_repo_updates/src/utils/__init__.py:1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39m.\u001b[39;00m\u001b[39mutils\u001b[39;00m \u001b[39mimport\u001b[39;00m \u001b[39m*\u001b[39m\n",
-      "File \u001b[0;32m~/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/gfe-db/pipeline/functions/get_repo_updates/src/utils/utils.py:7\u001b[0m\n\u001b[1;32m      5\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39mrequests\u001b[39;00m\n\u001b[1;32m      6\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39mboto3\u001b[39;00m\n\u001b[0;32m----> 7\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39m.\u001b[39;00m\u001b[39mtypes\u001b[39;00m \u001b[39mimport\u001b[39;00m SourceConfig\n\u001b[1;32m      8\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39m.\u001b[39;00m\u001b[39mconstants\u001b[39;00m \u001b[39mimport\u001b[39;00m AWS_REGION, GITHUB_PERSONAL_ACCESS_TOKEN\n\u001b[1;32m     10\u001b[0m \u001b[39m# Logging\u001b[39;00m\n",
-      "File \u001b[0;32m~/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/gfe-db/pipeline/functions/get_repo_updates/src/utils/types.py:20\u001b[0m\n\u001b[1;32m     17\u001b[0m         \u001b[39mreturn\u001b[39;00m v\n\u001b[1;32m     19\u001b[0m \u001b[39m# TODO add commit_date, execution_date, commit_url\u001b[39;00m\n\u001b[0;32m---> 20\u001b[0m \u001b[39mclass\u001b[39;00m \u001b[39mExecutionHistoryItem\u001b[39;00m(BaseModel):\n\u001b[1;32m     21\u001b[0m     version: \u001b[39mint\u001b[39m\n\u001b[1;32m     22\u001b[0m     commit_sha: \u001b[39mstr\u001b[39m\n",
-      "File \u001b[0;32m~/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/.venv-dev/lib/python3.9/site-packages/pydantic/main.py:241\u001b[0m, in \u001b[0;36mpydantic.main.ModelMetaclass.__new__\u001b[0;34m()\u001b[0m\n",
-      "File \u001b[0;32m~/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/.venv-dev/lib/python3.9/site-packages/pydantic/class_validators.py:189\u001b[0m, in \u001b[0;36mpydantic.class_validators.ValidatorGroup.check_for_unused\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;31mConfigError\u001b[0m: Validators defined with incorrect fields: date_is_iso_8601_with_timezone (use check_fields=False if you're inheriting from the model and intended this)"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "import os\n",
     "import sys\n",
     "sys.path.append('/Users/ammon/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/gfe-db/pipeline/functions/get_repo_updates/')\n",
     "import logging\n",
     "from datetime import datetime\n",
+    "utc_now = datetime.utcnow().strftime(\"%Y-%m-%dT%H:%M:%SZ\")\n",
     "import re\n",
     "import json\n",
     "import boto3\n",
@@ -122,6 +106,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
+    "# source config file in S3 must be up to date \n",
     "source_config = read_source_config(DATA_BUCKET_NAME, PIPELINE_CONFIG_S3_PATH)"
    ]
   },
@@ -130,29 +115,50 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Asset Processing\n",
-    "\n",
-    "## TODO\n",
-    "- [ ] Add commit_date and execution_date to app state\n",
-    "- [ ] Add commit_url to app state"
+    "### Asset Processing"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": 4,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "RepositoryConfig(owner='ANHIG', name='IMGTHLA', url='https://github.com/ANHIG/IMGTHLA', tracked_assets=['hla.dat', 'msf/'], default_input_parameters=InputParameters(align=False, kir=False, mem_profile=False, limit='1000'), execution_history=[ExecutionHistoryItem(version=3480, date_utc='2022-04-14T11:00:42Z', commit=CommitDetails(sha='ecd63776c6225af0cf8bcc9fa9c6998d3129fb14', date_utc='2022-04-14T11:00:42Z', url='url'), input_parameters=InputParameters(align=False, kir=False, mem_profile=False, limit='1000'), status='SUCCESS'), ExecutionHistoryItem(version=3470, date_utc='2022-01-13T16:52:15Z', commit=CommitDetails(sha='06ceff14b2db920d458dc337b1100dced992e627', date_utc='2022-01-13T16:52:15Z', url='url'), input_parameters=InputParameters(align=False, kir=False, mem_profile=False, limit='1000'), status='SUCCESS')])"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
-    "source_repo = source_config.repositories[GITHUB_REPOSITORY_OWNER + \"/\" + GITHUB_REPOSITORY_NAME]"
+    "source_repo = source_config.repositories[GITHUB_REPOSITORY_OWNER + \"/\" + GITHUB_REPOSITORY_NAME]\n",
+    "source_repo"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 41,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "ExecutionHistoryItem(version=3520, date_utc='2023-04-24T21:34:36Z', commit=CommitDetails(sha='def376dc6955b339b17f0a4b840e80eb6b9c744b', date_utc='2023-04-17T16:01:01Z', url='<url>'), input_parameters=InputParameters(align=False, kir=False, mem_profile=False, limit='1000'), status='PENDING')"
+      ]
+     },
+     "execution_count": 41,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
-    "last_processed_commit = source_repo.execution_history[0]"
+    "# get most recent item in source_repo.execution_history by source_repo.execution_history[].date_utc \n",
+    "last_processed_commit = max(source_repo.execution_history, key=lambda x: x.date_utc)\n",
+    "last_processed_commit"
    ]
   },
   {
@@ -167,7 +173,7 @@
     "        owner=GITHUB_REPOSITORY_OWNER,\n",
     "        repo=GITHUB_REPOSITORY_NAME,\n",
     "        path=asset,\n",
-    "        since=last_processed_commit.date\n",
+    "        since=last_processed_commit.date_utc\n",
     "    )\n",
     "\n",
     "    if not commits:\n",
@@ -180,61 +186,165 @@
    "cell_type": "code",
    "execution_count": 7,
    "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'sha': 'def376dc6955b339b17f0a4b840e80eb6b9c744b',\n",
+       " 'node_id': 'C_kwDOAXZz6NoAKGRlZjM3NmRjNjk1NWIzMzliMTdmMGE0Yjg0MGU4MGViNmI5Yzc0NGI',\n",
+       " 'commit': {'author': {'name': 'xeniageorgiouAN',\n",
+       "   'email': 'xenia.georgiou@anthonynolan.org',\n",
+       "   'date': '2023-04-17T16:01:01Z'},\n",
+       "  'committer': {'name': 'xeniageorgiouAN',\n",
+       "   'email': 'xenia.georgiou@anthonynolan.org',\n",
+       "   'date': '2023-04-17T16:01:01Z'},\n",
+       "  'message': 'IPD-IMGT/HLA Release 3.52.0',\n",
+       "  'tree': {'sha': 'e9ffca9666e355b1285a0c6a42951f6a28ea7f90',\n",
+       "   'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/e9ffca9666e355b1285a0c6a42951f6a28ea7f90'},\n",
+       "  'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/def376dc6955b339b17f0a4b840e80eb6b9c744b',\n",
+       "  'comment_count': 0,\n",
+       "  'verification': {'verified': False,\n",
+       "   'reason': 'unsigned',\n",
+       "   'signature': None,\n",
+       "   'payload': None}},\n",
+       " 'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/commits/def376dc6955b339b17f0a4b840e80eb6b9c744b',\n",
+       " 'html_url': 'https://github.com/ANHIG/IMGTHLA/commit/def376dc6955b339b17f0a4b840e80eb6b9c744b',\n",
+       " 'comments_url': 'https://api.github.com/repos/ANHIG/IMGTHLA/commits/def376dc6955b339b17f0a4b840e80eb6b9c744b/comments',\n",
+       " 'author': {'login': 'xeniageorgiouAN',\n",
+       "  'id': 55495460,\n",
+       "  'node_id': 'MDQ6VXNlcjU1NDk1NDYw',\n",
+       "  'avatar_url': 'https://avatars.githubusercontent.com/u/55495460?v=4',\n",
+       "  'gravatar_id': '',\n",
+       "  'url': 'https://api.github.com/users/xeniageorgiouAN',\n",
+       "  'html_url': 'https://github.com/xeniageorgiouAN',\n",
+       "  'followers_url': 'https://api.github.com/users/xeniageorgiouAN/followers',\n",
+       "  'following_url': 'https://api.github.com/users/xeniageorgiouAN/following{/other_user}',\n",
+       "  'gists_url': 'https://api.github.com/users/xeniageorgiouAN/gists{/gist_id}',\n",
+       "  'starred_url': 'https://api.github.com/users/xeniageorgiouAN/starred{/owner}{/repo}',\n",
+       "  'subscriptions_url': 'https://api.github.com/users/xeniageorgiouAN/subscriptions',\n",
+       "  'organizations_url': 'https://api.github.com/users/xeniageorgiouAN/orgs',\n",
+       "  'repos_url': 'https://api.github.com/users/xeniageorgiouAN/repos',\n",
+       "  'events_url': 'https://api.github.com/users/xeniageorgiouAN/events{/privacy}',\n",
+       "  'received_events_url': 'https://api.github.com/users/xeniageorgiouAN/received_events',\n",
+       "  'type': 'User',\n",
+       "  'site_admin': False},\n",
+       " 'committer': {'login': 'xeniageorgiouAN',\n",
+       "  'id': 55495460,\n",
+       "  'node_id': 'MDQ6VXNlcjU1NDk1NDYw',\n",
+       "  'avatar_url': 'https://avatars.githubusercontent.com/u/55495460?v=4',\n",
+       "  'gravatar_id': '',\n",
+       "  'url': 'https://api.github.com/users/xeniageorgiouAN',\n",
+       "  'html_url': 'https://github.com/xeniageorgiouAN',\n",
+       "  'followers_url': 'https://api.github.com/users/xeniageorgiouAN/followers',\n",
+       "  'following_url': 'https://api.github.com/users/xeniageorgiouAN/following{/other_user}',\n",
+       "  'gists_url': 'https://api.github.com/users/xeniageorgiouAN/gists{/gist_id}',\n",
+       "  'starred_url': 'https://api.github.com/users/xeniageorgiouAN/starred{/owner}{/repo}',\n",
+       "  'subscriptions_url': 'https://api.github.com/users/xeniageorgiouAN/subscriptions',\n",
+       "  'organizations_url': 'https://api.github.com/users/xeniageorgiouAN/orgs',\n",
+       "  'repos_url': 'https://api.github.com/users/xeniageorgiouAN/repos',\n",
+       "  'events_url': 'https://api.github.com/users/xeniageorgiouAN/events{/privacy}',\n",
+       "  'received_events_url': 'https://api.github.com/users/xeniageorgiouAN/received_events',\n",
+       "  'type': 'User',\n",
+       "  'site_admin': False},\n",
+       " 'parents': [{'sha': '5f2c562056f8ffa89aeea0631f2a52300ee0de17',\n",
+       "   'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/commits/5f2c562056f8ffa89aeea0631f2a52300ee0de17',\n",
+       "   'html_url': 'https://github.com/ANHIG/IMGTHLA/commit/5f2c562056f8ffa89aeea0631f2a52300ee0de17'}]}"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "asset_commits[0]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
    "outputs": [],
    "source": [
     "# Filter out commits before last processed commit\n",
     "unique_shas = list(set([(item[\"sha\"], item[\"commit\"][\"author\"][\"date\"]) for item in asset_commits \\\n",
-    "                        if datetime.strptime(item[\"commit\"][\"author\"][\"date\"], \"%Y-%m-%dT%H:%M:%SZ\") > datetime.strptime(last_processed_commit.date, \"%Y-%m-%dT%H:%M:%SZ\")]))"
+    "                        if datetime.strptime(item[\"commit\"][\"author\"][\"date\"], \"%Y-%m-%dT%H:%M:%SZ\") > datetime.strptime(last_processed_commit.date_utc, \"%Y-%m-%dT%H:%M:%SZ\")]))"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "[('2d38d3313229fdc5f8aa00052a2db21b35be3d2d', '2022-10-14T08:46:01Z'),\n",
+       "[('def376dc6955b339b17f0a4b840e80eb6b9c744b', '2023-04-17T16:01:01Z'),\n",
        " ('4486f5c623705c6a14d9eeaba7d155cff30cdb43', '2023-01-12T14:36:43Z'),\n",
-       " ('72a9e28a52c9629dd63dfad5f215cdc562e2fd7e', '2022-07-14T12:28:41Z'),\n",
-       " ('8f80f24d49797595d8a18b8d4d1f59846fbf3fe1', '2022-08-25T15:43:12Z'),\n",
+       " ('2d38d3313229fdc5f8aa00052a2db21b35be3d2d', '2022-10-14T08:46:01Z'),\n",
        " ('2c631a4b61d529ff1c0635750888f6f6d79c2703', '2022-10-13T12:58:37Z'),\n",
+       " ('8f80f24d49797595d8a18b8d4d1f59846fbf3fe1', '2022-08-25T15:43:12Z'),\n",
        " ('1a3be9a5d01a414854ff3bfacd5257c14adeefa2', '2022-07-14T13:40:17Z'),\n",
-       " ('def376dc6955b339b17f0a4b840e80eb6b9c744b', '2023-04-17T16:01:01Z')]"
+       " ('72a9e28a52c9629dd63dfad5f215cdc562e2fd7e', '2022-07-14T12:28:41Z')]"
       ]
      },
-     "execution_count": 8,
+     "execution_count": 9,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
+    "unique_shas.sort(key=lambda x: datetime.strptime(x[1], \"%Y-%m-%dT%H:%M:%SZ\"), reverse=True)\n",
     "unique_shas"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 10,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "INFO:__main__:Getting release version for sha def376dc6955b339b17f0a4b840e80eb6b9c744b and date 2023-04-17T16:01:01Z\n",
+      "INFO:__main__:Getting release version for sha 4486f5c623705c6a14d9eeaba7d155cff30cdb43 and date 2023-01-12T14:36:43Z\n",
+      "INFO:__main__:Getting release version for sha 2d38d3313229fdc5f8aa00052a2db21b35be3d2d and date 2022-10-14T08:46:01Z\n",
+      "INFO:__main__:Getting release version for sha 2c631a4b61d529ff1c0635750888f6f6d79c2703 and date 2022-10-13T12:58:37Z\n",
+      "INFO:__main__:Getting release version for sha 8f80f24d49797595d8a18b8d4d1f59846fbf3fe1 and date 2022-08-25T15:43:12Z\n",
+      "INFO:__main__:Getting release version for sha 1a3be9a5d01a414854ff3bfacd5257c14adeefa2 and date 2022-07-14T13:40:17Z\n",
+      "INFO:__main__:Getting release version for sha 72a9e28a52c9629dd63dfad5f215cdc562e2fd7e and date 2022-07-14T12:28:41Z\n"
+     ]
+    }
+   ],
    "source": [
     "# get the releases for each unique commit from Allelelist.txt\n",
     "# can produce duplicate release versions if the same release is updated more than once\n",
     "# makes the assumption that the release version branch is up to date for that release, since the build process targets the release version branch and not the specific commit sha\n",
     "release_version_re = r\"# version: IPD-IMGT/HLA (\\d+\\.\\d+\\.\\d+)\"\n",
     "release_versions = []\n",
+    "release_versions_dicts = []\n",
     "for sha, date in unique_shas:\n",
-    "    allele_list = get_repo_asset(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME, \"Allelelist.txt\", sha)\n",
-    "    release_version = int(re.search(release_version_re, allele_list).group(1).replace(\".\", \"\"))\n",
+    "    logger.info(f\"Getting release version for sha {sha} and date {date}\")\n",
+    "    allele_list = get_repo_asset(\n",
+    "        GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME, \"Allelelist.txt\", sha\n",
+    "    )\n",
+    "    release_version = int(\n",
+    "        re.search(release_version_re, allele_list).group(1).replace(\".\", \"\")\n",
+    "    )\n",
     "\n",
     "    # TODO use a dict instead of tuple and append directly to source_config BOOKMARK\n",
-    "    release_versions.append((release_version, sha, date))\n"
+    "    release_versions.append((release_version, sha, date))\n",
+    "    release_versions_dicts.append({\n",
+    "        release_version, \n",
+    "        sha, \n",
+    "        date\n",
+    "    })\n"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [
     {
@@ -254,48 +364,120 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 33,
    "metadata": {},
    "outputs": [
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "INFO:__main__:Unique releases:\n",
-      " [3480, 3490, 3500, 3510, 3520]\n"
+      "INFO:__main__:Found unique releases [[3480, \"72a9e28a52c9629dd63dfad5f215cdc562e2fd7e\"], [3490, \"1a3be9a5d01a414854ff3bfacd5257c14adeefa2\"], [3490, \"8f80f24d49797595d8a18b8d4d1f59846fbf3fe1\"], [3500, \"2c631a4b61d529ff1c0635750888f6f6d79c2703\"], [3500, \"2d38d3313229fdc5f8aa00052a2db21b35be3d2d\"], [3510, \"4486f5c623705c6a14d9eeaba7d155cff30cdb43\"], [3520, \"def376dc6955b339b17f0a4b840e80eb6b9c744b\"]]\n"
      ]
     }
    ],
    "source": [
     "# send this array to state machine\n",
-    "unique_release_versions = list(set([version[0] for version in release_versions]))\n",
+    "unique_release_versions = list(set([(version[0], version[1]) for version in release_versions]))\n",
     "unique_release_versions.sort(reverse=False)\n",
-    "logger.info(f\"Unique releases:\\n {json.dumps(unique_release_versions)}\")"
+    "logger.info(f\"Found unique releases {json.dumps(unique_release_versions)}\")"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 34,
    "metadata": {},
    "outputs": [],
    "source": [
     "# take the most recent release version and get the commit sha for that release version\n",
     "# this is the commit sha that will be used to build the release version\n",
-    "commits_pending = []\n",
-    "for version in unique_release_versions:\n",
+    "commits_pending_build = []\n",
+    "for version, sha in unique_release_versions:\n",
     "    items_for_version = [item for item in release_versions if item[0] == version]\n",
     "    most_recent_item = max(items_for_version, key=lambda x: x[2])\n",
-    "    commits_pending.append(most_recent_item)\n"
+    "    commits_pending_build.append(most_recent_item)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 36,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[(3480, '72a9e28a52c9629dd63dfad5f215cdc562e2fd7e', '2022-07-14T12:28:41Z'),\n",
+       " (3490, '8f80f24d49797595d8a18b8d4d1f59846fbf3fe1', '2022-08-25T15:43:12Z'),\n",
+       " (3490, '8f80f24d49797595d8a18b8d4d1f59846fbf3fe1', '2022-08-25T15:43:12Z'),\n",
+       " (3500, '2d38d3313229fdc5f8aa00052a2db21b35be3d2d', '2022-10-14T08:46:01Z'),\n",
+       " (3500, '2d38d3313229fdc5f8aa00052a2db21b35be3d2d', '2022-10-14T08:46:01Z'),\n",
+       " (3510, '4486f5c623705c6a14d9eeaba7d155cff30cdb43', '2023-01-12T14:36:43Z'),\n",
+       " (3520, 'def376dc6955b339b17f0a4b840e80eb6b9c744b', '2023-04-17T16:01:01Z')]"
+      ]
+     },
+     "execution_count": 36,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "commits_pending_build"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 37,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[(3480, '72a9e28a52c9629dd63dfad5f215cdc562e2fd7e', '2022-07-14T12:28:41Z'),\n",
+       " (3490, '8f80f24d49797595d8a18b8d4d1f59846fbf3fe1', '2022-08-25T15:43:12Z'),\n",
+       " (3490, '8f80f24d49797595d8a18b8d4d1f59846fbf3fe1', '2022-08-25T15:43:12Z'),\n",
+       " (3500, '2d38d3313229fdc5f8aa00052a2db21b35be3d2d', '2022-10-14T08:46:01Z'),\n",
+       " (3500, '2d38d3313229fdc5f8aa00052a2db21b35be3d2d', '2022-10-14T08:46:01Z'),\n",
+       " (3510, '4486f5c623705c6a14d9eeaba7d155cff30cdb43', '2023-01-12T14:36:43Z'),\n",
+       " (3520, 'def376dc6955b339b17f0a4b840e80eb6b9c744b', '2023-04-17T16:01:01Z')]"
+      ]
+     },
+     "execution_count": 37,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "commits_pending_build"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 38,
    "metadata": {},
    "outputs": [],
    "source": [
     "# the commits that aren't in commits_pending are labeled as skipped\n",
-    "commits_skipped = set(release_versions).difference(set(commits_pending))\n"
+    "commits_skipped = set(release_versions).difference(set(commits_pending_build))\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 39,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{(3490, '1a3be9a5d01a414854ff3bfacd5257c14adeefa2', '2022-07-14T13:40:17Z'),\n",
+       " (3500, '2c631a4b61d529ff1c0635750888f6f6d79c2703', '2022-10-13T12:58:37Z')}"
+      ]
+     },
+     "execution_count": 39,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "commits_skipped"
    ]
   },
   {
@@ -305,16 +487,20 @@
    "outputs": [],
    "source": [
     "execution_history_pending = [\n",
-    "    ExecutionHistoryItemItem(\n",
+    "    ExecutionHistoryItem(\n",
     "        **{\n",
     "            \"version\": item[0],\n",
-    "            \"commit_sha\": item[1],\n",
-    "            \"date\": item[2],\n",
+    "            \"date_utc\": utc_now, # TODO switch to Lambda context variable\n",
+    "            \"commit\": {\n",
+    "                \"sha\": item[1],\n",
+    "                \"date_utc\": item[2],\n",
+    "                \"url\": \"<url>\"\n",
+    "            },\n",
     "            \"status\": \"PENDING\",\n",
     "            \"input_parameters\": source_repo.default_input_parameters.dict(),\n",
     "        }\n",
     "    )\n",
-    "    for item in commits_pending\n",
+    "    for item in commits_pending_build\n",
     "]\n"
    ]
   },
@@ -328,10 +514,13 @@
     "    ExecutionHistoryItem(\n",
     "        **{\n",
     "            \"version\": item[0],\n",
-    "            \"commit_sha\": item[1],\n",
-    "            \"date\": item[2],\n",
-    "            \"status\": \"SKIPPED\",\n",
-    "            \"input_parameters\": source_repo.default_input_parameters.dict(),\n",
+    "            \"date_utc\": utc_now, # TODO switch to Lambda context variable\n",
+    "            \"commit\": {\n",
+    "                \"sha\": item[1],\n",
+    "                \"date_utc\": item[2],\n",
+    "                \"url\": \"<url>\"\n",
+    "            },\n",
+    "            \"status\": \"SKIPPED\"\n",
     "        }\n",
     "    )\n",
     "    for item in commits_skipped\n",
@@ -340,7 +529,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 18,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -349,35 +538,35 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 19,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "[ExecutionHistoryItem(version=3520, commit_sha='def376dc6955b339b17f0a4b840e80eb6b9c744b', date='2023-04-17T16:01:01Z', status='PENDING', input_parameters=InputParameterConfig(align=False, kir=False, mem_profile=False, limit='1000')),\n",
-       " ExecutionHistoryItem(version=3510, commit_sha='4486f5c623705c6a14d9eeaba7d155cff30cdb43', date='2023-01-12T14:36:43Z', status='PENDING', input_parameters=InputParameterConfig(align=False, kir=False, mem_profile=False, limit='1000')),\n",
-       " ExecutionHistoryItem(version=3500, commit_sha='2d38d3313229fdc5f8aa00052a2db21b35be3d2d', date='2022-10-14T08:46:01Z', status='PENDING', input_parameters=InputParameterConfig(align=False, kir=False, mem_profile=False, limit='1000')),\n",
-       " ExecutionHistoryItem(version=3500, commit_sha='2c631a4b61d529ff1c0635750888f6f6d79c2703', date='2022-10-13T12:58:37Z', status='SKIPPED', input_parameters=InputParameterConfig(align=False, kir=False, mem_profile=False, limit='1000')),\n",
-       " ExecutionHistoryItem(version=3490, commit_sha='8f80f24d49797595d8a18b8d4d1f59846fbf3fe1', date='2022-08-25T15:43:12Z', status='PENDING', input_parameters=InputParameterConfig(align=False, kir=False, mem_profile=False, limit='1000')),\n",
-       " ExecutionHistoryItem(version=3490, commit_sha='1a3be9a5d01a414854ff3bfacd5257c14adeefa2', date='2022-07-14T13:40:17Z', status='SKIPPED', input_parameters=InputParameterConfig(align=False, kir=False, mem_profile=False, limit='1000')),\n",
-       " ExecutionHistoryItem(version=3480, commit_sha='72a9e28a52c9629dd63dfad5f215cdc562e2fd7e', date='2022-07-14T12:28:41Z', status='PENDING', input_parameters=InputParameterConfig(align=False, kir=False, mem_profile=False, limit='1000'))]"
+       "[ExecutionHistoryItem(version=3520, date_utc='2023-04-24T21:34:36Z', commit=CommitDetails(sha='def376dc6955b339b17f0a4b840e80eb6b9c744b', date_utc='2023-04-17T16:01:01Z', url='<url>'), input_parameters=InputParameters(align=False, kir=False, mem_profile=False, limit='1000'), status='PENDING'),\n",
+       " ExecutionHistoryItem(version=3510, date_utc='2023-04-24T21:34:36Z', commit=CommitDetails(sha='4486f5c623705c6a14d9eeaba7d155cff30cdb43', date_utc='2023-01-12T14:36:43Z', url='<url>'), input_parameters=InputParameters(align=False, kir=False, mem_profile=False, limit='1000'), status='PENDING'),\n",
+       " ExecutionHistoryItem(version=3500, date_utc='2023-04-24T21:34:36Z', commit=CommitDetails(sha='2d38d3313229fdc5f8aa00052a2db21b35be3d2d', date_utc='2022-10-14T08:46:01Z', url='<url>'), input_parameters=InputParameters(align=False, kir=False, mem_profile=False, limit='1000'), status='PENDING'),\n",
+       " ExecutionHistoryItem(version=3500, date_utc='2023-04-24T21:34:36Z', commit=CommitDetails(sha='2c631a4b61d529ff1c0635750888f6f6d79c2703', date_utc='2022-10-13T12:58:37Z', url='<url>'), input_parameters=None, status='SKIPPED'),\n",
+       " ExecutionHistoryItem(version=3490, date_utc='2023-04-24T21:34:36Z', commit=CommitDetails(sha='8f80f24d49797595d8a18b8d4d1f59846fbf3fe1', date_utc='2022-08-25T15:43:12Z', url='<url>'), input_parameters=InputParameters(align=False, kir=False, mem_profile=False, limit='1000'), status='PENDING'),\n",
+       " ExecutionHistoryItem(version=3490, date_utc='2023-04-24T21:34:36Z', commit=CommitDetails(sha='1a3be9a5d01a414854ff3bfacd5257c14adeefa2', date_utc='2022-07-14T13:40:17Z', url='<url>'), input_parameters=None, status='SKIPPED'),\n",
+       " ExecutionHistoryItem(version=3480, date_utc='2023-04-24T21:34:36Z', commit=CommitDetails(sha='72a9e28a52c9629dd63dfad5f215cdc562e2fd7e', date_utc='2022-07-14T12:28:41Z', url='<url>'), input_parameters=InputParameters(align=False, kir=False, mem_profile=False, limit='1000'), status='PENDING')]"
       ]
      },
-     "execution_count": 20,
+     "execution_count": 19,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "# sort by date descending\n",
-    "execution_history.sort(key=lambda x: x.date, reverse=True)\n",
-    "# execution_history"
+    "# sort by commit date descending\n",
+    "execution_history.sort(key=lambda x: x.commit.date_utc, reverse=True)\n",
+    "execution_history"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 20,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -387,17 +576,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 21,
    "metadata": {},
    "outputs": [],
    "source": [
-    "# sort by date descending\n",
-    "source_config.repositories[GITHUB_REPOSITORY_OWNER + \"/\" + GITHUB_REPOSITORY_NAME].execution_history.sort(key=lambda x: x.date, reverse=True)"
+    "# sort by execution date descending\n",
+    "source_config.repositories[GITHUB_REPOSITORY_OWNER + \"/\" + GITHUB_REPOSITORY_NAME].execution_history.sort(key=lambda x: x.date_utc, reverse=True)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 26,
+   "execution_count": 22,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -406,16 +595,22 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 28,
+   "execution_count": 40,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "[3480, 3490, 3500, 3510, 3520]"
+       "[(3480, '72a9e28a52c9629dd63dfad5f215cdc562e2fd7e'),\n",
+       " (3490, '1a3be9a5d01a414854ff3bfacd5257c14adeefa2'),\n",
+       " (3490, '8f80f24d49797595d8a18b8d4d1f59846fbf3fe1'),\n",
+       " (3500, '2c631a4b61d529ff1c0635750888f6f6d79c2703'),\n",
+       " (3500, '2d38d3313229fdc5f8aa00052a2db21b35be3d2d'),\n",
+       " (3510, '4486f5c623705c6a14d9eeaba7d155cff30cdb43'),\n",
+       " (3520, 'def376dc6955b339b17f0a4b840e80eb6b9c744b')]"
       ]
      },
-     "execution_count": 28,
+     "execution_count": 40,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -427,7 +622,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 27,
+   "execution_count": 24,
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/notebooks/source-config.json b/notebooks/source-config.json
deleted file mode 100644
index ccbf10fa..00000000
--- a/notebooks/source-config.json
+++ /dev/null
@@ -1,132 +0,0 @@
-{
-    "app": "gfe-db",
-    "updated_at_utc": "2021-09-14T12:00:00Z",
-    "updated_from_resource": "",
-    "repositories": {
-        "ANHIG/IMGTHLA": {
-            "owner": "ANHIG",
-            "name": "IMGTHLA",
-            "url": "https://github.com/ANHIG/IMGTHLA",
-            "tracked_assets": [
-                "hla.dat",
-                "msf/"
-            ],
-            "default_input_parameters": {
-                "align": false,
-                "kir": false,
-                "mem_profile": false,
-                "limit": "1000"
-            },
-            "execution_history": [
-                {
-                    "version": 3520,
-                    "commit_sha": "def376dc6955b339b17f0a4b840e80eb6b9c744b",
-                    "date": "2023-04-17T16:01:01Z",
-                    "status": "PENDING",
-                    "input_parameters": {
-                        "align": false,
-                        "kir": false,
-                        "mem_profile": false,
-                        "limit": "1000"
-                    }
-                },
-                {
-                    "version": 3510,
-                    "commit_sha": "4486f5c623705c6a14d9eeaba7d155cff30cdb43",
-                    "date": "2023-01-12T14:36:43Z",
-                    "status": "PENDING",
-                    "input_parameters": {
-                        "align": false,
-                        "kir": false,
-                        "mem_profile": false,
-                        "limit": "1000"
-                    }
-                },
-                {
-                    "version": 3500,
-                    "commit_sha": "2d38d3313229fdc5f8aa00052a2db21b35be3d2d",
-                    "date": "2022-10-14T08:46:01Z",
-                    "status": "PENDING",
-                    "input_parameters": {
-                        "align": false,
-                        "kir": false,
-                        "mem_profile": false,
-                        "limit": "1000"
-                    }
-                },
-                {
-                    "version": 3500,
-                    "commit_sha": "2c631a4b61d529ff1c0635750888f6f6d79c2703",
-                    "date": "2022-10-13T12:58:37Z",
-                    "status": "SKIPPED",
-                    "input_parameters": {
-                        "align": false,
-                        "kir": false,
-                        "mem_profile": false,
-                        "limit": "1000"
-                    }
-                },
-                {
-                    "version": 3490,
-                    "commit_sha": "8f80f24d49797595d8a18b8d4d1f59846fbf3fe1",
-                    "date": "2022-08-25T15:43:12Z",
-                    "status": "PENDING",
-                    "input_parameters": {
-                        "align": false,
-                        "kir": false,
-                        "mem_profile": false,
-                        "limit": "1000"
-                    }
-                },
-                {
-                    "version": 3490,
-                    "commit_sha": "1a3be9a5d01a414854ff3bfacd5257c14adeefa2",
-                    "date": "2022-07-14T13:40:17Z",
-                    "status": "SKIPPED",
-                    "input_parameters": {
-                        "align": false,
-                        "kir": false,
-                        "mem_profile": false,
-                        "limit": "1000"
-                    }
-                },
-                {
-                    "version": 3480,
-                    "commit_sha": "72a9e28a52c9629dd63dfad5f215cdc562e2fd7e",
-                    "date": "2022-07-14T12:28:41Z",
-                    "status": "PENDING",
-                    "input_parameters": {
-                        "align": false,
-                        "kir": false,
-                        "mem_profile": false,
-                        "limit": "1000"
-                    }
-                },
-                {
-                    "version": 3480,
-                    "commit_sha": "ecd63776c6225af0cf8bcc9fa9c6998d3129fb14",
-                    "date": "2022-04-14T11:00:42Z",
-                    "status": "SUCCESS",
-                    "input_parameters": {
-                        "align": false,
-                        "kir": false,
-                        "mem_profile": false,
-                        "limit": "1000"
-                    }
-                },
-                {
-                    "version": 3470,
-                    "commit_sha": "06ceff14b2db920d458dc337b1100dced992e627",
-                    "date": "2022-01-13T16:52:15Z",
-                    "status": "SUCCESS",
-                    "input_parameters": {
-                        "align": false,
-                        "kir": false,
-                        "mem_profile": false,
-                        "limit": "1000"
-                    }
-                }
-            ]
-        }
-    }
-}
\ No newline at end of file
diff --git a/notebooks/track_releases/0.0-track-releases-by-commit.ipynb b/notebooks/track_releases/0.0-track-releases-by-commit.ipynb
new file mode 100644
index 00000000..01930086
--- /dev/null
+++ b/notebooks/track_releases/0.0-track-releases-by-commit.ipynb
@@ -0,0 +1,1443 @@
+{
+ "cells": [
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Release Tracking\n",
+    "Track releases by commit.\n",
+    "\n",
+    "## Sequence\n",
+    "- Create source config file if it is not available ==> CreateSourceConfig\n",
+    "  - Get all commits and store shas, dates, urls\n",
+    "  - Enrich commits with release version\n",
+    "- GetNewCommits\n",
+    "  - Get all commits since last release\n",
+    "  - Enrich commits with release version\n",
+    "  - Update source config\n",
+    "- FindUpdatedReleases\n",
+    "  - Parse new commits where at least one of the tracked files has been changed\n",
+    "  - output the release version and the commit sha\n",
+    "- Update the source config state with the new commits\n",
+    "\n",
+    "### Notes\n",
+    "- All logic should rely on the source config file which is updated using the GitHub API in GetNewCommits"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "ImportError",
+     "evalue": "cannot import name 'NoSuchKey' from 'botocore.exceptions' (/Users/ammon/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/.venv-dev/lib/python3.9/site-packages/botocore/exceptions.py)",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mImportError\u001b[0m                               Traceback (most recent call last)",
+      "Cell \u001b[0;32mIn[4], line 9\u001b[0m\n\u001b[1;32m      7\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39mre\u001b[39;00m\n\u001b[1;32m      8\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39mjson\u001b[39;00m\n\u001b[0;32m----> 9\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39mbotocore\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mexceptions\u001b[39;00m \u001b[39mimport\u001b[39;00m NoSuchKey\n\u001b[1;32m     10\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39msrc\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mutils\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mtypes\u001b[39;00m \u001b[39mimport\u001b[39;00m (\n\u001b[1;32m     11\u001b[0m     ExecutionHistoryItem\n\u001b[1;32m     12\u001b[0m )\n\u001b[1;32m     13\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39msrc\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mutils\u001b[39;00m \u001b[39mimport\u001b[39;00m (\n\u001b[1;32m     14\u001b[0m     read_source_config,\n\u001b[1;32m     15\u001b[0m     get_commits_for_asset,\n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m     18\u001b[0m     flatten_json,\n\u001b[1;32m     19\u001b[0m )\n",
+      "\u001b[0;31mImportError\u001b[0m: cannot import name 'NoSuchKey' from 'botocore.exceptions' (/Users/ammon/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/.venv-dev/lib/python3.9/site-packages/botocore/exceptions.py)"
+     ]
+    }
+   ],
+   "source": [
+    "import os\n",
+    "import sys\n",
+    "sys.path.append('/Users/ammon/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/gfe-db/pipeline/functions/get_repo_updates/')\n",
+    "import logging\n",
+    "from datetime import datetime\n",
+    "utc_now = datetime.utcnow().strftime(\"%Y-%m-%dT%H:%M:%SZ\")\n",
+    "import re\n",
+    "import json\n",
+    "from botocore.exceptions import ClientError\n",
+    "from src.utils.types import (\n",
+    "    ExecutionHistoryItem\n",
+    ")\n",
+    "from src.utils import (\n",
+    "    read_source_config,\n",
+    "    get_commits_for_asset,\n",
+    "    get_repo_asset,\n",
+    "    get_commits,\n",
+    "    flatten_json,\n",
+    ")\n",
+    "\n",
+    "# logging\n",
+    "logging.basicConfig(level=logging.INFO)\n",
+    "logger = logging.getLogger(__name__)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "GITHUB_REPOSITORY_OWNER = \"ANHIG\" # os.environ[\"GITHUB_REPOSITORY_OWNER\"]\n",
+    "GITHUB_REPOSITORY_NAME = \"IMGTHLA\" # os.environ[\"GITHUB_REPOSITORY_NAME\"]\n",
+    "AWS_REGION = os.environ[\"AWS_REGION\"]\n",
+    "DATA_BUCKET_NAME = os.environ[\"DATA_BUCKET_NAME\"]\n",
+    "PIPELINE_CONFIG_S3_PATH = os.environ[\"PIPELINE_CONFIG_S3_PATH\"]"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### App State"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "ERROR:src.utils.utils:Failed to read config file to s3://dev-gfe-db-531868584498-us-east-1/config/pipeline/source-config.json\n"
+     ]
+    },
+    {
+     "ename": "NameError",
+     "evalue": "name 'ClientError' is not defined",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mNoSuchKey\u001b[0m                                 Traceback (most recent call last)",
+      "Cell \u001b[0;32mIn[5], line 3\u001b[0m\n\u001b[1;32m      2\u001b[0m \u001b[39mtry\u001b[39;00m:\n\u001b[0;32m----> 3\u001b[0m     source_config \u001b[39m=\u001b[39m read_source_config(DATA_BUCKET_NAME, PIPELINE_CONFIG_S3_PATH)\n\u001b[1;32m      4\u001b[0m \u001b[39mexcept\u001b[39;00m ClientError \u001b[39mas\u001b[39;00m e:\n",
+      "File \u001b[0;32m~/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/gfe-db/pipeline/functions/get_repo_updates/src/utils/utils.py:83\u001b[0m, in \u001b[0;36mread_source_config\u001b[0;34m(bucket, key)\u001b[0m\n\u001b[1;32m     82\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39mread_source_config\u001b[39m(bucket, key):\n\u001b[0;32m---> 83\u001b[0m     data \u001b[39m=\u001b[39m read_s3_json(bucket, key)\n\u001b[1;32m     84\u001b[0m     \u001b[39mreturn\u001b[39;00m SourceConfig(\u001b[39m*\u001b[39m\u001b[39m*\u001b[39mdata)\n",
+      "File \u001b[0;32m~/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/gfe-db/pipeline/functions/get_repo_updates/src/utils/utils.py:64\u001b[0m, in \u001b[0;36mread_s3_json\u001b[0;34m(bucket, key)\u001b[0m\n\u001b[1;32m     63\u001b[0m logger\u001b[39m.\u001b[39merror(\u001b[39mf\u001b[39m\u001b[39m'\u001b[39m\u001b[39mFailed to read config file to s3://\u001b[39m\u001b[39m{\u001b[39;00mbucket\u001b[39m}\u001b[39;00m\u001b[39m/\u001b[39m\u001b[39m{\u001b[39;00mkey\u001b[39m}\u001b[39;00m\u001b[39m'\u001b[39m)\n\u001b[0;32m---> 64\u001b[0m \u001b[39mraise\u001b[39;00m err\n",
+      "File \u001b[0;32m~/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/gfe-db/pipeline/functions/get_repo_updates/src/utils/utils.py:57\u001b[0m, in \u001b[0;36mread_s3_json\u001b[0;34m(bucket, key)\u001b[0m\n\u001b[1;32m     56\u001b[0m \u001b[39mtry\u001b[39;00m:\n\u001b[0;32m---> 57\u001b[0m     response \u001b[39m=\u001b[39m s3\u001b[39m.\u001b[39;49mget_object(\n\u001b[1;32m     58\u001b[0m         Bucket\u001b[39m=\u001b[39;49mbucket, \n\u001b[1;32m     59\u001b[0m         Key\u001b[39m=\u001b[39;49mkey)\n\u001b[1;32m     60\u001b[0m     \u001b[39mreturn\u001b[39;00m json\u001b[39m.\u001b[39mloads(response[\u001b[39m\"\u001b[39m\u001b[39mBody\u001b[39m\u001b[39m\"\u001b[39m]\u001b[39m.\u001b[39mread()\u001b[39m.\u001b[39mdecode())\n",
+      "File \u001b[0;32m~/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/.venv-dev/lib/python3.9/site-packages/botocore/client.py:357\u001b[0m, in \u001b[0;36mClientCreator._create_api_method.<locals>._api_call\u001b[0;34m(self, *args, **kwargs)\u001b[0m\n\u001b[1;32m    356\u001b[0m \u001b[39m# The \"self\" in this scope is referring to the BaseClient.\u001b[39;00m\n\u001b[0;32m--> 357\u001b[0m \u001b[39mreturn\u001b[39;00m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_make_api_call(operation_name, kwargs)\n",
+      "File \u001b[0;32m~/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/.venv-dev/lib/python3.9/site-packages/botocore/client.py:676\u001b[0m, in \u001b[0;36mBaseClient._make_api_call\u001b[0;34m(self, operation_name, api_params)\u001b[0m\n\u001b[1;32m    675\u001b[0m     error_class \u001b[39m=\u001b[39m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mexceptions\u001b[39m.\u001b[39mfrom_code(error_code)\n\u001b[0;32m--> 676\u001b[0m     \u001b[39mraise\u001b[39;00m error_class(parsed_response, operation_name)\n\u001b[1;32m    677\u001b[0m \u001b[39melse\u001b[39;00m:\n",
+      "\u001b[0;31mNoSuchKey\u001b[0m: An error occurred (NoSuchKey) when calling the GetObject operation: The specified key does not exist.",
+      "\nDuring handling of the above exception, another exception occurred:\n",
+      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
+      "Cell \u001b[0;32mIn[5], line 4\u001b[0m\n\u001b[1;32m      2\u001b[0m \u001b[39mtry\u001b[39;00m:\n\u001b[1;32m      3\u001b[0m     source_config \u001b[39m=\u001b[39m read_source_config(DATA_BUCKET_NAME, PIPELINE_CONFIG_S3_PATH)\n\u001b[0;32m----> 4\u001b[0m \u001b[39mexcept\u001b[39;00m ClientError \u001b[39mas\u001b[39;00m e:\n\u001b[1;32m      5\u001b[0m     logger\u001b[39m.\u001b[39merror(\u001b[39mf\u001b[39m\u001b[39m\"\u001b[39m\u001b[39mCould not read source config file from S3: \u001b[39m\u001b[39m{\u001b[39;00me\u001b[39m}\u001b[39;00m\u001b[39m\"\u001b[39m)\n\u001b[1;32m      6\u001b[0m     \u001b[39mraise\u001b[39;00m e\n",
+      "\u001b[0;31mNameError\u001b[0m: name 'ClientError' is not defined"
+     ]
+    }
+   ],
+   "source": [
+    "# source config file in S3 must be up to date\n",
+    "try:\n",
+    "    source_config = read_source_config(DATA_BUCKET_NAME, PIPELINE_CONFIG_S3_PATH)\n",
+    "except ClientError as e:\n",
+    "    logger.error(f\"Could not read source config file from S3: {e}\")\n",
+    "    raise e"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Asset Processing"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "RepositoryConfig(owner='ANHIG', name='IMGTHLA', url='https://github.com/ANHIG/IMGTHLA', tracked_assets=['hla.dat', 'msf/'], default_input_parameters=InputParameters(align=False, kir=False, mem_profile=False, limit='1000'), execution_history=[ExecutionHistoryItem(version=3480, date_utc='2022-04-14T11:00:42Z', commit=CommitDetails(sha='ecd63776c6225af0cf8bcc9fa9c6998d3129fb14', date_utc='2022-04-14T11:00:42Z', url='url'), input_parameters=InputParameters(align=False, kir=False, mem_profile=False, limit='1000'), status='SUCCESS'), ExecutionHistoryItem(version=3470, date_utc='2022-01-13T16:52:15Z', commit=CommitDetails(sha='06ceff14b2db920d458dc337b1100dced992e627', date_utc='2022-01-13T16:52:15Z', url='url'), input_parameters=InputParameters(align=False, kir=False, mem_profile=False, limit='1000'), status='SUCCESS')])"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "source_repo = source_config.repositories[GITHUB_REPOSITORY_OWNER + \"/\" + GITHUB_REPOSITORY_NAME]\n",
+    "source_repo"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 41,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "ExecutionHistoryItem(version=3520, date_utc='2023-04-24T21:34:36Z', commit=CommitDetails(sha='def376dc6955b339b17f0a4b840e80eb6b9c744b', date_utc='2023-04-17T16:01:01Z', url='<url>'), input_parameters=InputParameters(align=False, kir=False, mem_profile=False, limit='1000'), status='PENDING')"
+      ]
+     },
+     "execution_count": 41,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# get most recent item in source_repo.execution_history by source_repo.execution_history[].date_utc \n",
+    "last_processed_commit = max(source_repo.execution_history, key=lambda x: x.date_utc)\n",
+    "last_processed_commit"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "asset_commits = []\n",
+    "for asset in source_repo.tracked_assets:\n",
+    "    commits = get_commits_for_asset(\n",
+    "        owner=GITHUB_REPOSITORY_OWNER,\n",
+    "        repo=GITHUB_REPOSITORY_NAME,\n",
+    "        path=asset,\n",
+    "        since=last_processed_commit.date_utc\n",
+    "    )\n",
+    "\n",
+    "    if not commits:\n",
+    "        logger.warning(f\"No commits found for asset {asset} with sha {last_processed_commit.commit_sha} since {last_processed_commit.date}\")\n",
+    "    else: \n",
+    "        asset_commits.extend(commits)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'sha': 'def376dc6955b339b17f0a4b840e80eb6b9c744b',\n",
+       " 'node_id': 'C_kwDOAXZz6NoAKGRlZjM3NmRjNjk1NWIzMzliMTdmMGE0Yjg0MGU4MGViNmI5Yzc0NGI',\n",
+       " 'commit': {'author': {'name': 'xeniageorgiouAN',\n",
+       "   'email': 'xenia.georgiou@anthonynolan.org',\n",
+       "   'date': '2023-04-17T16:01:01Z'},\n",
+       "  'committer': {'name': 'xeniageorgiouAN',\n",
+       "   'email': 'xenia.georgiou@anthonynolan.org',\n",
+       "   'date': '2023-04-17T16:01:01Z'},\n",
+       "  'message': 'IPD-IMGT/HLA Release 3.52.0',\n",
+       "  'tree': {'sha': 'e9ffca9666e355b1285a0c6a42951f6a28ea7f90',\n",
+       "   'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/e9ffca9666e355b1285a0c6a42951f6a28ea7f90'},\n",
+       "  'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/def376dc6955b339b17f0a4b840e80eb6b9c744b',\n",
+       "  'comment_count': 0,\n",
+       "  'verification': {'verified': False,\n",
+       "   'reason': 'unsigned',\n",
+       "   'signature': None,\n",
+       "   'payload': None}},\n",
+       " 'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/commits/def376dc6955b339b17f0a4b840e80eb6b9c744b',\n",
+       " 'html_url': 'https://github.com/ANHIG/IMGTHLA/commit/def376dc6955b339b17f0a4b840e80eb6b9c744b',\n",
+       " 'comments_url': 'https://api.github.com/repos/ANHIG/IMGTHLA/commits/def376dc6955b339b17f0a4b840e80eb6b9c744b/comments',\n",
+       " 'author': {'login': 'xeniageorgiouAN',\n",
+       "  'id': 55495460,\n",
+       "  'node_id': 'MDQ6VXNlcjU1NDk1NDYw',\n",
+       "  'avatar_url': 'https://avatars.githubusercontent.com/u/55495460?v=4',\n",
+       "  'gravatar_id': '',\n",
+       "  'url': 'https://api.github.com/users/xeniageorgiouAN',\n",
+       "  'html_url': 'https://github.com/xeniageorgiouAN',\n",
+       "  'followers_url': 'https://api.github.com/users/xeniageorgiouAN/followers',\n",
+       "  'following_url': 'https://api.github.com/users/xeniageorgiouAN/following{/other_user}',\n",
+       "  'gists_url': 'https://api.github.com/users/xeniageorgiouAN/gists{/gist_id}',\n",
+       "  'starred_url': 'https://api.github.com/users/xeniageorgiouAN/starred{/owner}{/repo}',\n",
+       "  'subscriptions_url': 'https://api.github.com/users/xeniageorgiouAN/subscriptions',\n",
+       "  'organizations_url': 'https://api.github.com/users/xeniageorgiouAN/orgs',\n",
+       "  'repos_url': 'https://api.github.com/users/xeniageorgiouAN/repos',\n",
+       "  'events_url': 'https://api.github.com/users/xeniageorgiouAN/events{/privacy}',\n",
+       "  'received_events_url': 'https://api.github.com/users/xeniageorgiouAN/received_events',\n",
+       "  'type': 'User',\n",
+       "  'site_admin': False},\n",
+       " 'committer': {'login': 'xeniageorgiouAN',\n",
+       "  'id': 55495460,\n",
+       "  'node_id': 'MDQ6VXNlcjU1NDk1NDYw',\n",
+       "  'avatar_url': 'https://avatars.githubusercontent.com/u/55495460?v=4',\n",
+       "  'gravatar_id': '',\n",
+       "  'url': 'https://api.github.com/users/xeniageorgiouAN',\n",
+       "  'html_url': 'https://github.com/xeniageorgiouAN',\n",
+       "  'followers_url': 'https://api.github.com/users/xeniageorgiouAN/followers',\n",
+       "  'following_url': 'https://api.github.com/users/xeniageorgiouAN/following{/other_user}',\n",
+       "  'gists_url': 'https://api.github.com/users/xeniageorgiouAN/gists{/gist_id}',\n",
+       "  'starred_url': 'https://api.github.com/users/xeniageorgiouAN/starred{/owner}{/repo}',\n",
+       "  'subscriptions_url': 'https://api.github.com/users/xeniageorgiouAN/subscriptions',\n",
+       "  'organizations_url': 'https://api.github.com/users/xeniageorgiouAN/orgs',\n",
+       "  'repos_url': 'https://api.github.com/users/xeniageorgiouAN/repos',\n",
+       "  'events_url': 'https://api.github.com/users/xeniageorgiouAN/events{/privacy}',\n",
+       "  'received_events_url': 'https://api.github.com/users/xeniageorgiouAN/received_events',\n",
+       "  'type': 'User',\n",
+       "  'site_admin': False},\n",
+       " 'parents': [{'sha': '5f2c562056f8ffa89aeea0631f2a52300ee0de17',\n",
+       "   'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/commits/5f2c562056f8ffa89aeea0631f2a52300ee0de17',\n",
+       "   'html_url': 'https://github.com/ANHIG/IMGTHLA/commit/5f2c562056f8ffa89aeea0631f2a52300ee0de17'}]}"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "asset_commits[0]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Filter out commits before last processed commit\n",
+    "unique_shas = list(set([(item[\"sha\"], item[\"commit\"][\"author\"][\"date\"]) for item in asset_commits \\\n",
+    "                        if datetime.strptime(item[\"commit\"][\"author\"][\"date\"], \"%Y-%m-%dT%H:%M:%SZ\") > datetime.strptime(last_processed_commit.date_utc, \"%Y-%m-%dT%H:%M:%SZ\")]))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[('def376dc6955b339b17f0a4b840e80eb6b9c744b', '2023-04-17T16:01:01Z'),\n",
+       " ('4486f5c623705c6a14d9eeaba7d155cff30cdb43', '2023-01-12T14:36:43Z'),\n",
+       " ('2d38d3313229fdc5f8aa00052a2db21b35be3d2d', '2022-10-14T08:46:01Z'),\n",
+       " ('2c631a4b61d529ff1c0635750888f6f6d79c2703', '2022-10-13T12:58:37Z'),\n",
+       " ('8f80f24d49797595d8a18b8d4d1f59846fbf3fe1', '2022-08-25T15:43:12Z'),\n",
+       " ('1a3be9a5d01a414854ff3bfacd5257c14adeefa2', '2022-07-14T13:40:17Z'),\n",
+       " ('72a9e28a52c9629dd63dfad5f215cdc562e2fd7e', '2022-07-14T12:28:41Z')]"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "unique_shas.sort(key=lambda x: datetime.strptime(x[1], \"%Y-%m-%dT%H:%M:%SZ\"), reverse=True)\n",
+    "unique_shas"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "INFO:__main__:Getting release version for sha def376dc6955b339b17f0a4b840e80eb6b9c744b and date 2023-04-17T16:01:01Z\n",
+      "INFO:__main__:Getting release version for sha 4486f5c623705c6a14d9eeaba7d155cff30cdb43 and date 2023-01-12T14:36:43Z\n",
+      "INFO:__main__:Getting release version for sha 2d38d3313229fdc5f8aa00052a2db21b35be3d2d and date 2022-10-14T08:46:01Z\n",
+      "INFO:__main__:Getting release version for sha 2c631a4b61d529ff1c0635750888f6f6d79c2703 and date 2022-10-13T12:58:37Z\n",
+      "INFO:__main__:Getting release version for sha 8f80f24d49797595d8a18b8d4d1f59846fbf3fe1 and date 2022-08-25T15:43:12Z\n",
+      "INFO:__main__:Getting release version for sha 1a3be9a5d01a414854ff3bfacd5257c14adeefa2 and date 2022-07-14T13:40:17Z\n",
+      "INFO:__main__:Getting release version for sha 72a9e28a52c9629dd63dfad5f215cdc562e2fd7e and date 2022-07-14T12:28:41Z\n"
+     ]
+    }
+   ],
+   "source": [
+    "# get the releases for each unique commit from Allelelist.txt\n",
+    "# can produce duplicate release versions if the same release is updated more than once\n",
+    "# makes the assumption that the release version branch is up to date for that release, since the build process targets the release version branch and not the specific commit sha\n",
+    "release_version_re = r\"# version: IPD-IMGT/HLA (\\d+\\.\\d+\\.\\d+)\"\n",
+    "release_versions = []\n",
+    "release_versions_dicts = []\n",
+    "for sha, date in unique_shas:\n",
+    "    logger.info(f\"Getting release version for sha {sha} and date {date}\")\n",
+    "    allele_list = get_repo_asset(\n",
+    "        GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME, \"Allelelist.txt\", sha\n",
+    "    )\n",
+    "    release_version = int(\n",
+    "        re.search(release_version_re, allele_list).group(1).replace(\".\", \"\")\n",
+    "    )\n",
+    "\n",
+    "    # TODO use a dict instead of tuple and append directly to source_config BOOKMARK\n",
+    "    release_versions.append((release_version, sha, date))\n",
+    "    release_versions_dicts.append({\n",
+    "        release_version, \n",
+    "        sha, \n",
+    "        date\n",
+    "    })\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "INFO:__main__:Release versions by sha:\n",
+      "[[3520, \"def376dc6955b339b17f0a4b840e80eb6b9c744b\", \"2023-04-17T16:01:01Z\"], [3510, \"4486f5c623705c6a14d9eeaba7d155cff30cdb43\", \"2023-01-12T14:36:43Z\"], [3500, \"2d38d3313229fdc5f8aa00052a2db21b35be3d2d\", \"2022-10-14T08:46:01Z\"], [3500, \"2c631a4b61d529ff1c0635750888f6f6d79c2703\", \"2022-10-13T12:58:37Z\"], [3490, \"8f80f24d49797595d8a18b8d4d1f59846fbf3fe1\", \"2022-08-25T15:43:12Z\"], [3490, \"1a3be9a5d01a414854ff3bfacd5257c14adeefa2\", \"2022-07-14T13:40:17Z\"], [3480, \"72a9e28a52c9629dd63dfad5f215cdc562e2fd7e\", \"2022-07-14T12:28:41Z\"]]\n"
+     ]
+    }
+   ],
+   "source": [
+    "# write this to source config file (must be sorted by data descending), but the status should be labeled firsts\n",
+    "release_versions.sort(key=lambda x: x[2], reverse=True)\n",
+    "logger.info(f\"Release versions by sha:\\n{json.dumps(release_versions)}\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 33,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "INFO:__main__:Found unique releases [[3480, \"72a9e28a52c9629dd63dfad5f215cdc562e2fd7e\"], [3490, \"1a3be9a5d01a414854ff3bfacd5257c14adeefa2\"], [3490, \"8f80f24d49797595d8a18b8d4d1f59846fbf3fe1\"], [3500, \"2c631a4b61d529ff1c0635750888f6f6d79c2703\"], [3500, \"2d38d3313229fdc5f8aa00052a2db21b35be3d2d\"], [3510, \"4486f5c623705c6a14d9eeaba7d155cff30cdb43\"], [3520, \"def376dc6955b339b17f0a4b840e80eb6b9c744b\"]]\n"
+     ]
+    }
+   ],
+   "source": [
+    "# send this array to state machine\n",
+    "unique_release_versions = list(set([(version[0], version[1]) for version in release_versions]))\n",
+    "unique_release_versions.sort(reverse=False)\n",
+    "logger.info(f\"Found unique releases {json.dumps(unique_release_versions)}\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 34,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# take the most recent release version and get the commit sha for that release version\n",
+    "# this is the commit sha that will be used to build the release version\n",
+    "commits_pending_build = []\n",
+    "for version, sha in unique_release_versions:\n",
+    "    items_for_version = [item for item in release_versions if item[0] == version]\n",
+    "    most_recent_item = max(items_for_version, key=lambda x: x[2])\n",
+    "    commits_pending_build.append(most_recent_item)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 36,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[(3480, '72a9e28a52c9629dd63dfad5f215cdc562e2fd7e', '2022-07-14T12:28:41Z'),\n",
+       " (3490, '8f80f24d49797595d8a18b8d4d1f59846fbf3fe1', '2022-08-25T15:43:12Z'),\n",
+       " (3490, '8f80f24d49797595d8a18b8d4d1f59846fbf3fe1', '2022-08-25T15:43:12Z'),\n",
+       " (3500, '2d38d3313229fdc5f8aa00052a2db21b35be3d2d', '2022-10-14T08:46:01Z'),\n",
+       " (3500, '2d38d3313229fdc5f8aa00052a2db21b35be3d2d', '2022-10-14T08:46:01Z'),\n",
+       " (3510, '4486f5c623705c6a14d9eeaba7d155cff30cdb43', '2023-01-12T14:36:43Z'),\n",
+       " (3520, 'def376dc6955b339b17f0a4b840e80eb6b9c744b', '2023-04-17T16:01:01Z')]"
+      ]
+     },
+     "execution_count": 36,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "commits_pending_build"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 37,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[(3480, '72a9e28a52c9629dd63dfad5f215cdc562e2fd7e', '2022-07-14T12:28:41Z'),\n",
+       " (3490, '8f80f24d49797595d8a18b8d4d1f59846fbf3fe1', '2022-08-25T15:43:12Z'),\n",
+       " (3490, '8f80f24d49797595d8a18b8d4d1f59846fbf3fe1', '2022-08-25T15:43:12Z'),\n",
+       " (3500, '2d38d3313229fdc5f8aa00052a2db21b35be3d2d', '2022-10-14T08:46:01Z'),\n",
+       " (3500, '2d38d3313229fdc5f8aa00052a2db21b35be3d2d', '2022-10-14T08:46:01Z'),\n",
+       " (3510, '4486f5c623705c6a14d9eeaba7d155cff30cdb43', '2023-01-12T14:36:43Z'),\n",
+       " (3520, 'def376dc6955b339b17f0a4b840e80eb6b9c744b', '2023-04-17T16:01:01Z')]"
+      ]
+     },
+     "execution_count": 37,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "commits_pending_build"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 38,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# the commits that aren't in commits_pending are labeled as skipped\n",
+    "commits_skipped = set(release_versions).difference(set(commits_pending_build))\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 39,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{(3490, '1a3be9a5d01a414854ff3bfacd5257c14adeefa2', '2022-07-14T13:40:17Z'),\n",
+       " (3500, '2c631a4b61d529ff1c0635750888f6f6d79c2703', '2022-10-13T12:58:37Z')}"
+      ]
+     },
+     "execution_count": 39,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "commits_skipped"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "execution_history_pending = [\n",
+    "    ExecutionHistoryItem(\n",
+    "        **{\n",
+    "            \"version\": item[0],\n",
+    "            \"date_utc\": utc_now, # TODO switch to Lambda context variable\n",
+    "            \"commit\": {\n",
+    "                \"sha\": item[1],\n",
+    "                \"date_utc\": item[2],\n",
+    "                \"url\": \"<url>\"\n",
+    "            },\n",
+    "            \"status\": \"PENDING\",\n",
+    "            \"input_parameters\": source_repo.default_input_parameters.dict(),\n",
+    "        }\n",
+    "    )\n",
+    "    for item in commits_pending_build\n",
+    "]\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "execution_history_skipped = [\n",
+    "    ExecutionHistoryItem(\n",
+    "        **{\n",
+    "            \"version\": item[0],\n",
+    "            \"date_utc\": utc_now, # TODO switch to Lambda context variable\n",
+    "            \"commit\": {\n",
+    "                \"sha\": item[1],\n",
+    "                \"date_utc\": item[2],\n",
+    "                \"url\": \"<url>\"\n",
+    "            },\n",
+    "            \"status\": \"SKIPPED\"\n",
+    "        }\n",
+    "    )\n",
+    "    for item in commits_skipped\n",
+    "]\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "execution_history = execution_history_pending + execution_history_skipped"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[ExecutionHistoryItem(version=3520, date_utc='2023-04-24T21:34:36Z', commit=CommitDetails(sha='def376dc6955b339b17f0a4b840e80eb6b9c744b', date_utc='2023-04-17T16:01:01Z', url='<url>'), input_parameters=InputParameters(align=False, kir=False, mem_profile=False, limit='1000'), status='PENDING'),\n",
+       " ExecutionHistoryItem(version=3510, date_utc='2023-04-24T21:34:36Z', commit=CommitDetails(sha='4486f5c623705c6a14d9eeaba7d155cff30cdb43', date_utc='2023-01-12T14:36:43Z', url='<url>'), input_parameters=InputParameters(align=False, kir=False, mem_profile=False, limit='1000'), status='PENDING'),\n",
+       " ExecutionHistoryItem(version=3500, date_utc='2023-04-24T21:34:36Z', commit=CommitDetails(sha='2d38d3313229fdc5f8aa00052a2db21b35be3d2d', date_utc='2022-10-14T08:46:01Z', url='<url>'), input_parameters=InputParameters(align=False, kir=False, mem_profile=False, limit='1000'), status='PENDING'),\n",
+       " ExecutionHistoryItem(version=3500, date_utc='2023-04-24T21:34:36Z', commit=CommitDetails(sha='2c631a4b61d529ff1c0635750888f6f6d79c2703', date_utc='2022-10-13T12:58:37Z', url='<url>'), input_parameters=None, status='SKIPPED'),\n",
+       " ExecutionHistoryItem(version=3490, date_utc='2023-04-24T21:34:36Z', commit=CommitDetails(sha='8f80f24d49797595d8a18b8d4d1f59846fbf3fe1', date_utc='2022-08-25T15:43:12Z', url='<url>'), input_parameters=InputParameters(align=False, kir=False, mem_profile=False, limit='1000'), status='PENDING'),\n",
+       " ExecutionHistoryItem(version=3490, date_utc='2023-04-24T21:34:36Z', commit=CommitDetails(sha='1a3be9a5d01a414854ff3bfacd5257c14adeefa2', date_utc='2022-07-14T13:40:17Z', url='<url>'), input_parameters=None, status='SKIPPED'),\n",
+       " ExecutionHistoryItem(version=3480, date_utc='2023-04-24T21:34:36Z', commit=CommitDetails(sha='72a9e28a52c9629dd63dfad5f215cdc562e2fd7e', date_utc='2022-07-14T12:28:41Z', url='<url>'), input_parameters=InputParameters(align=False, kir=False, mem_profile=False, limit='1000'), status='PENDING')]"
+      ]
+     },
+     "execution_count": 19,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# sort by commit date descending\n",
+    "execution_history.sort(key=lambda x: x.commit.date_utc, reverse=True)\n",
+    "execution_history"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# warning: extend method is not idempotent, so if you run this cell more than once, you will get duplicate commits\n",
+    "source_config.repositories[GITHUB_REPOSITORY_OWNER + \"/\" + GITHUB_REPOSITORY_NAME].execution_history.extend(execution_history)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# sort by execution date descending\n",
+    "source_config.repositories[GITHUB_REPOSITORY_OWNER + \"/\" + GITHUB_REPOSITORY_NAME].execution_history.sort(key=lambda x: x.date_utc, reverse=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# print(json.dumps([item.dict() for item in source_config.repositories[GITHUB_REPOSITORY_OWNER + \"/\" + GITHUB_REPOSITORY_NAME].execution_history], indent=4))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 40,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[(3480, '72a9e28a52c9629dd63dfad5f215cdc562e2fd7e'),\n",
+       " (3490, '1a3be9a5d01a414854ff3bfacd5257c14adeefa2'),\n",
+       " (3490, '8f80f24d49797595d8a18b8d4d1f59846fbf3fe1'),\n",
+       " (3500, '2c631a4b61d529ff1c0635750888f6f6d79c2703'),\n",
+       " (3500, '2d38d3313229fdc5f8aa00052a2db21b35be3d2d'),\n",
+       " (3510, '4486f5c623705c6a14d9eeaba7d155cff30cdb43'),\n",
+       " (3520, 'def376dc6955b339b17f0a4b840e80eb6b9c744b')]"
+      ]
+     },
+     "execution_count": 40,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# send these to the state machine\n",
+    "unique_release_versions"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# write to json file\n",
+    "with open(\"source-config.json\", \"w\") as f:\n",
+    "    json.dump(source_config.dict(), f, indent=4)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 44,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[(3490, '8f80f24d49797595d8a18b8d4d1f59846fbf3fe1', '2022-08-25T15:43:12Z'),\n",
+       " (3500, '2c631a4b61d529ff1c0635750888f6f6d79c2703', '2022-10-13T12:58:37Z'),\n",
+       " (3480, '72a9e28a52c9629dd63dfad5f215cdc562e2fd7e', '2022-07-14T12:28:41Z'),\n",
+       " (3490, '1a3be9a5d01a414854ff3bfacd5257c14adeefa2', '2022-07-14T13:40:17Z'),\n",
+       " (3510, '4486f5c623705c6a14d9eeaba7d155cff30cdb43', '2023-01-12T14:36:43Z'),\n",
+       " (3520, 'def376dc6955b339b17f0a4b840e80eb6b9c744b', '2023-04-17T16:01:01Z'),\n",
+       " (3500, '2d38d3313229fdc5f8aa00052a2db21b35be3d2d', '2022-10-14T08:46:01Z')]"
+      ]
+     },
+     "execution_count": 44,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": []
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Testing"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "release_version_re = r\"# version: IPD-IMGT/HLA (\\d+\\.\\d+\\.\\d+)\"\n",
+    "allele_list = get_repo_asset(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME, \"Allelelist.txt\", '06ceff14b2db920d458dc337b1100dced992e627')\n",
+    "release_version = int(re.search(release_version_re, allele_list).group(1).replace(\".\", \"\"))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "3470"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "release_version"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 42,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# sort commits by most recent date on [].commit.author.date\n",
+    "asset_commits.sort(key=lambda x: x[\"commit\"][\"author\"][\"date\"], reverse=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "all_commits = get_commits(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "select_keys = [\"sha\", \"commit\"]\n",
+    "\n",
+    "# filter by select_keys\n",
+    "all_commits = [{k: v for k, v in x.items() if k in select_keys} for x in all_commits]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 38,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df = pd.DataFrame([flatten_json(commit) for commit in all_commits])[[\"sha\", \"commit.author.date\"]]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 39,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>sha</th>\n",
+       "      <th>commit.author.date</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>38398a75e9762ff070d8e9bd714d074332646cd7</td>\n",
+       "      <td>2023-04-17T16:03:52Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>def376dc6955b339b17f0a4b840e80eb6b9c744b</td>\n",
+       "      <td>2023-04-17T16:01:01Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>5f2c562056f8ffa89aeea0631f2a52300ee0de17</td>\n",
+       "      <td>2023-01-13T10:04:48Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>4b8432c7d56121c84d6ef1d75a1c7185c628c13d</td>\n",
+       "      <td>2023-01-12T14:47:00Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>4486f5c623705c6a14d9eeaba7d155cff30cdb43</td>\n",
+       "      <td>2023-01-12T14:36:43Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>50b790037030d958b662085c3f4cf34ba72a32ec</td>\n",
+       "      <td>2022-12-14T10:02:54Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>36220a1c5c2d6954f4873a552544cc0e55b61d0a</td>\n",
+       "      <td>2022-12-14T10:02:28Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>e941759874365cb152a3562c22d10847d10db326</td>\n",
+       "      <td>2022-10-14T08:47:37Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>2d38d3313229fdc5f8aa00052a2db21b35be3d2d</td>\n",
+       "      <td>2022-10-14T08:46:01Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>1ce31fc9e2805034578eff60a269c02176f03252</td>\n",
+       "      <td>2022-10-13T13:06:12Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>2c631a4b61d529ff1c0635750888f6f6d79c2703</td>\n",
+       "      <td>2022-10-13T12:58:37Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>12b4b94bb49b4640fa48a1182cc9b1e1fbf7e816</td>\n",
+       "      <td>2022-08-25T15:44:07Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>8f80f24d49797595d8a18b8d4d1f59846fbf3fe1</td>\n",
+       "      <td>2022-08-25T15:43:12Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>a9680a9e80e2c119d4aa41f90e5f40cef6e7df02</td>\n",
+       "      <td>2022-08-21T09:31:21Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>1fd937e6c0ff8452f64152aec9632f0586f981d1</td>\n",
+       "      <td>2022-08-21T09:29:01Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>50e92c677f4cd547c32bb9305269a762a9595074</td>\n",
+       "      <td>2022-07-23T12:54:16Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>8732e7d4739a911e01f69d2c5bda82ca15ca68a9</td>\n",
+       "      <td>2022-07-23T12:53:45Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>536e8833f3be4bbcffbfba43cd0b3043c5bf4068</td>\n",
+       "      <td>2022-07-15T08:21:31Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <td>c90cc62006b35061c8db4b6f8da1b86de7650b23</td>\n",
+       "      <td>2022-07-15T08:20:46Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <td>1a3be9a5d01a414854ff3bfacd5257c14adeefa2</td>\n",
+       "      <td>2022-07-14T13:40:17Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20</th>\n",
+       "      <td>4863b8f0a070d70836dfbdc00bdf70aa7bb66345</td>\n",
+       "      <td>2022-07-14T12:31:36Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21</th>\n",
+       "      <td>72a9e28a52c9629dd63dfad5f215cdc562e2fd7e</td>\n",
+       "      <td>2022-07-14T12:28:41Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22</th>\n",
+       "      <td>dddc6afc29de895f4131693e17b3cc856ff23f8d</td>\n",
+       "      <td>2022-07-14T12:27:25Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23</th>\n",
+       "      <td>d1dd2ac5e2b6a8abef9e33ed397807ece52a22fe</td>\n",
+       "      <td>2022-04-20T08:39:00Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24</th>\n",
+       "      <td>4d33035dd296826bbde200e17e5281910ac8be13</td>\n",
+       "      <td>2022-04-20T08:37:44Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25</th>\n",
+       "      <td>4a13df461c42f970a099de77377f309995e7995c</td>\n",
+       "      <td>2022-04-19T08:30:24Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26</th>\n",
+       "      <td>5e1d9764c8e96749bc11d52807eea1f7cc38ce5c</td>\n",
+       "      <td>2022-04-14T11:01:59Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27</th>\n",
+       "      <td>ecd63776c6225af0cf8bcc9fa9c6998d3129fb14</td>\n",
+       "      <td>2022-04-14T11:00:42Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>28</th>\n",
+       "      <td>cada41a6bfac5a8bf88ed2107a0b856b9b9785a0</td>\n",
+       "      <td>2022-03-15T14:27:59Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29</th>\n",
+       "      <td>db33aee5dc0b44251b64ff4c2e2f05d59e4e3a2d</td>\n",
+       "      <td>2022-03-15T14:27:31Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30</th>\n",
+       "      <td>207cdce7fef5dae54fdad4cc4f933ebd1ab13c5e</td>\n",
+       "      <td>2022-02-10T15:36:59Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>31</th>\n",
+       "      <td>8ab272288e81fa9a49fd4765579b066c2c03cc10</td>\n",
+       "      <td>2022-02-10T15:26:19Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32</th>\n",
+       "      <td>d4c410cd91618a8a74a7763598e499f6a8aa168b</td>\n",
+       "      <td>2022-01-14T15:25:23Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33</th>\n",
+       "      <td>db46d2a0209720c5fa0ab8b03403f7009f69d2d6</td>\n",
+       "      <td>2022-01-14T12:27:52Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>34</th>\n",
+       "      <td>ebb3d8c6aa383567bb7794cacf745b1c82efbb7f</td>\n",
+       "      <td>2022-01-14T12:27:35Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35</th>\n",
+       "      <td>fc712c5a4dd00f534e845982a29f46a14e22b292</td>\n",
+       "      <td>2022-01-14T08:05:58Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36</th>\n",
+       "      <td>239bf68f403bbdbabb43fa0277040f4dda2b2aff</td>\n",
+       "      <td>2022-01-13T20:33:38Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37</th>\n",
+       "      <td>d86bdd9983424c792691269fa10e6f022ccf2191</td>\n",
+       "      <td>2022-01-13T16:53:03Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>38</th>\n",
+       "      <td>06ceff14b2db920d458dc337b1100dced992e627</td>\n",
+       "      <td>2022-01-13T16:52:15Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>39</th>\n",
+       "      <td>3fb27698fe4ebbd5ec4a0e565d97a53fe48c7cdd</td>\n",
+       "      <td>2022-01-04T09:19:02Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>40</th>\n",
+       "      <td>0a051a92e0baab68b4c77ad13b8cb4e7eaa2f810</td>\n",
+       "      <td>2022-01-04T09:18:33Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>41</th>\n",
+       "      <td>d76ca7d75891aac95205b2cc11510ce8ef41a65a</td>\n",
+       "      <td>2021-11-11T11:49:26Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42</th>\n",
+       "      <td>178c68cca2044cbd5032cbff23e4c06b738aed2a</td>\n",
+       "      <td>2021-11-11T11:48:57Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>43</th>\n",
+       "      <td>2d19daf42ff47c2f2c4e7970dd77ed32768eb38f</td>\n",
+       "      <td>2021-10-26T11:32:30Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>44</th>\n",
+       "      <td>3f46491c0fe377fd922412c93137efb6a4879b05</td>\n",
+       "      <td>2021-10-26T11:15:21Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>45</th>\n",
+       "      <td>8dd2a04b1d7e559f5124d012f0a729d0180216d2</td>\n",
+       "      <td>2021-10-11T15:33:46Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>46</th>\n",
+       "      <td>ddda708da9f2f41ae7e7d122973c2eddb141d949</td>\n",
+       "      <td>2021-10-11T15:29:53Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>47</th>\n",
+       "      <td>8d77b3dd93959663d58ae5b626289d0746edd0e7</td>\n",
+       "      <td>2021-10-11T15:13:57Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>48</th>\n",
+       "      <td>d53cfe39089bd2ce40cf0fa06167d0ae38e3e4ea</td>\n",
+       "      <td>2021-10-11T14:48:05Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>49</th>\n",
+       "      <td>389b55b1c3ef58ea1136fb0c9e6d2ce73038d655</td>\n",
+       "      <td>2021-10-11T13:16:09Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50</th>\n",
+       "      <td>5088650c144e6a3ee05ac1e015d487a86095e665</td>\n",
+       "      <td>2021-10-11T12:53:06Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51</th>\n",
+       "      <td>7dc4672795eaea35bd8c7e1fa2ec40cf948fc2fd</td>\n",
+       "      <td>2021-09-17T15:49:56Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>52</th>\n",
+       "      <td>352813601073bcdc3d5eb08d1be07be904276a9a</td>\n",
+       "      <td>2021-09-17T15:49:21Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>53</th>\n",
+       "      <td>6c613ce701353f42b6c911801f0aeb78413fac9d</td>\n",
+       "      <td>2021-08-20T15:25:29Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>54</th>\n",
+       "      <td>8f892b2675dd6464f526d32f1ad1d3fd62fa3b03</td>\n",
+       "      <td>2021-08-20T14:12:35Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>55</th>\n",
+       "      <td>a231c3b065a7b9c86c92915f3b4bcf012ec36175</td>\n",
+       "      <td>2021-07-20T11:13:25Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56</th>\n",
+       "      <td>1a3007e433ed7ccffc4a2c7c36ed8013d6105d4d</td>\n",
+       "      <td>2021-07-20T10:34:46Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>57</th>\n",
+       "      <td>4a8d93e8607e2413edee71da68cade6e11249fea</td>\n",
+       "      <td>2021-07-19T11:27:37Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>58</th>\n",
+       "      <td>d3fd19b04d4256600e8c90a27a2b317d61514c86</td>\n",
+       "      <td>2021-07-19T11:23:30Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>59</th>\n",
+       "      <td>fd63f824a11eead1f7fb39457251c7ac27ad1f93</td>\n",
+       "      <td>2021-07-15T08:07:22Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>60</th>\n",
+       "      <td>89b57278869c7b46fbbaf94825ed336328f3567a</td>\n",
+       "      <td>2021-07-15T07:59:10Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>61</th>\n",
+       "      <td>6fdf7add8bb4f416bd8660e6b826d80e8759dfe1</td>\n",
+       "      <td>2021-07-14T06:19:03Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62</th>\n",
+       "      <td>b57de92d58da2bf787e5af34ab09e0e8ee6cea6c</td>\n",
+       "      <td>2021-07-13T16:04:39Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>63</th>\n",
+       "      <td>4cdd02827d4b0d2d8834e45baaea621663e0d632</td>\n",
+       "      <td>2021-07-13T16:03:03Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64</th>\n",
+       "      <td>e6a3f0cc5710495475e7b959ee82c649978843f8</td>\n",
+       "      <td>2021-07-13T16:01:36Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>65</th>\n",
+       "      <td>487c16cf1fb4ecb7eca25d752cb7178f10232a81</td>\n",
+       "      <td>2021-07-13T15:56:41Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66</th>\n",
+       "      <td>3d7382f653a9707c3b2d683e7d58b7b9d0b4e747</td>\n",
+       "      <td>2021-07-13T15:55:05Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>67</th>\n",
+       "      <td>d155ba8553d2c53580ef66fbf733484dc2857a30</td>\n",
+       "      <td>2021-07-13T15:52:43Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>68</th>\n",
+       "      <td>af805f6d40beef639fac7bd1c5f7789893c2f662</td>\n",
+       "      <td>2021-06-15T10:31:53Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>69</th>\n",
+       "      <td>ee9eefb21f878da18c72bdc04b31d6ec5d8ade06</td>\n",
+       "      <td>2021-06-15T10:26:05Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>70</th>\n",
+       "      <td>a736a7ce4d98a0fefa3f4c01ab6da4641de74254</td>\n",
+       "      <td>2021-06-11T12:09:09Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71</th>\n",
+       "      <td>2f6878301950dfea48a8147a6d8bd012be564063</td>\n",
+       "      <td>2021-06-11T12:09:02Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72</th>\n",
+       "      <td>c0510fbaa138ba0029d8aa2949c282fb2dfbf926</td>\n",
+       "      <td>2021-06-11T10:16:30Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>73</th>\n",
+       "      <td>4871325c65b16d5fc1a0fb406ebf539c3cbcf054</td>\n",
+       "      <td>2021-05-12T10:36:19Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>74</th>\n",
+       "      <td>cf8ed2bb499fae21b7ed1544177ef3589a8246b1</td>\n",
+       "      <td>2021-05-12T10:34:43Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>75</th>\n",
+       "      <td>b9d97ef45c56394528534bd1a2ec7d2d78523354</td>\n",
+       "      <td>2021-04-26T14:25:47Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76</th>\n",
+       "      <td>8da1eca28db8f6ae0db7e7134d334a10eb96f6a3</td>\n",
+       "      <td>2021-04-21T11:17:00Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77</th>\n",
+       "      <td>a2726dfb0cde8a5d567ce9a115d4f254f2af3851</td>\n",
+       "      <td>2021-04-21T11:16:49Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>78</th>\n",
+       "      <td>410e5b8bd76c20bcde2cd0e92c78713e00160c28</td>\n",
+       "      <td>2021-04-21T10:36:48Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>79</th>\n",
+       "      <td>4240ef4cf17e503c44b177ff0f7b740258ac2e70</td>\n",
+       "      <td>2021-04-12T15:17:44Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80</th>\n",
+       "      <td>7b746d5303493fb53214ceffbd9b365c8ef4a126</td>\n",
+       "      <td>2021-04-01T10:04:53Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>81</th>\n",
+       "      <td>94cfe2ac15af0171f1397984ca0d1968a6931eb3</td>\n",
+       "      <td>2021-03-03T08:53:38Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>82</th>\n",
+       "      <td>c37267e1ee355c619a3058da5a7135e19e6522de</td>\n",
+       "      <td>2021-03-03T08:44:58Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>83</th>\n",
+       "      <td>d531c3422f806634d35d611b0296b6a34815c4e7</td>\n",
+       "      <td>2021-02-26T12:30:20Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84</th>\n",
+       "      <td>0fa36435691cac5651bee2ffe511f73ccd98c367</td>\n",
+       "      <td>2021-02-17T15:20:04Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85</th>\n",
+       "      <td>a65fcca04e51ba8a9d48d2ee676be1de7ff01746</td>\n",
+       "      <td>2021-02-17T14:31:37Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86</th>\n",
+       "      <td>3182e0793150de4ffb34da2774991cb24e49a191</td>\n",
+       "      <td>2021-02-04T13:05:18Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87</th>\n",
+       "      <td>5df8b7ecec0e249df5485dd622efed8b35758540</td>\n",
+       "      <td>2021-02-04T11:29:37Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88</th>\n",
+       "      <td>0fe7efb1a6217accb8d53cbb17a633f406459fbb</td>\n",
+       "      <td>2021-02-03T16:38:34Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>89</th>\n",
+       "      <td>2fdc68adf24ec02e28fba5657c7f31c1373491d2</td>\n",
+       "      <td>2021-02-03T16:11:39Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90</th>\n",
+       "      <td>cf7eb4a9781fbdac6dba9ff7b345db2d88748eea</td>\n",
+       "      <td>2021-02-03T16:10:25Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91</th>\n",
+       "      <td>6305b6c83d61553d3606905f7b41a0cb99f92f0d</td>\n",
+       "      <td>2021-01-19T16:57:57Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92</th>\n",
+       "      <td>25c04ea1f8bc4a9915417998310a563bdbb48115</td>\n",
+       "      <td>2021-01-19T16:56:43Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93</th>\n",
+       "      <td>cee977d8d1ca2d1f03f384e53227d56e5143b6fb</td>\n",
+       "      <td>2021-01-19T11:56:18Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>94</th>\n",
+       "      <td>03ded64be9b290287ab0101891ca6f338861c2fe</td>\n",
+       "      <td>2021-01-19T11:55:23Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95</th>\n",
+       "      <td>4ec1022d2645f3c2e5018971473710d568078eae</td>\n",
+       "      <td>2021-01-18T16:31:24Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96</th>\n",
+       "      <td>7a7d58ec828e8295dd4011f4f460f961a2b4428a</td>\n",
+       "      <td>2021-01-18T15:04:52Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97</th>\n",
+       "      <td>67c8be545d4483ac34f86fdd57f09135a4820be6</td>\n",
+       "      <td>2021-01-18T15:02:25Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98</th>\n",
+       "      <td>441eeff3a9fca4934fc9cf54e2e4a914bb43ef10</td>\n",
+       "      <td>2021-01-18T14:51:08Z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99</th>\n",
+       "      <td>a02389393dbd06e2e936d7d2438ef7e48fb969d9</td>\n",
+       "      <td>2020-12-16T11:39:46Z</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                         sha    commit.author.date\n",
+       "0   38398a75e9762ff070d8e9bd714d074332646cd7  2023-04-17T16:03:52Z\n",
+       "1   def376dc6955b339b17f0a4b840e80eb6b9c744b  2023-04-17T16:01:01Z\n",
+       "2   5f2c562056f8ffa89aeea0631f2a52300ee0de17  2023-01-13T10:04:48Z\n",
+       "3   4b8432c7d56121c84d6ef1d75a1c7185c628c13d  2023-01-12T14:47:00Z\n",
+       "4   4486f5c623705c6a14d9eeaba7d155cff30cdb43  2023-01-12T14:36:43Z\n",
+       "5   50b790037030d958b662085c3f4cf34ba72a32ec  2022-12-14T10:02:54Z\n",
+       "6   36220a1c5c2d6954f4873a552544cc0e55b61d0a  2022-12-14T10:02:28Z\n",
+       "7   e941759874365cb152a3562c22d10847d10db326  2022-10-14T08:47:37Z\n",
+       "8   2d38d3313229fdc5f8aa00052a2db21b35be3d2d  2022-10-14T08:46:01Z\n",
+       "9   1ce31fc9e2805034578eff60a269c02176f03252  2022-10-13T13:06:12Z\n",
+       "10  2c631a4b61d529ff1c0635750888f6f6d79c2703  2022-10-13T12:58:37Z\n",
+       "11  12b4b94bb49b4640fa48a1182cc9b1e1fbf7e816  2022-08-25T15:44:07Z\n",
+       "12  8f80f24d49797595d8a18b8d4d1f59846fbf3fe1  2022-08-25T15:43:12Z\n",
+       "13  a9680a9e80e2c119d4aa41f90e5f40cef6e7df02  2022-08-21T09:31:21Z\n",
+       "14  1fd937e6c0ff8452f64152aec9632f0586f981d1  2022-08-21T09:29:01Z\n",
+       "15  50e92c677f4cd547c32bb9305269a762a9595074  2022-07-23T12:54:16Z\n",
+       "16  8732e7d4739a911e01f69d2c5bda82ca15ca68a9  2022-07-23T12:53:45Z\n",
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+       "18  c90cc62006b35061c8db4b6f8da1b86de7650b23  2022-07-15T08:20:46Z\n",
+       "19  1a3be9a5d01a414854ff3bfacd5257c14adeefa2  2022-07-14T13:40:17Z\n",
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+       "21  72a9e28a52c9629dd63dfad5f215cdc562e2fd7e  2022-07-14T12:28:41Z\n",
+       "22  dddc6afc29de895f4131693e17b3cc856ff23f8d  2022-07-14T12:27:25Z\n",
+       "23  d1dd2ac5e2b6a8abef9e33ed397807ece52a22fe  2022-04-20T08:39:00Z\n",
+       "24  4d33035dd296826bbde200e17e5281910ac8be13  2022-04-20T08:37:44Z\n",
+       "25  4a13df461c42f970a099de77377f309995e7995c  2022-04-19T08:30:24Z\n",
+       "26  5e1d9764c8e96749bc11d52807eea1f7cc38ce5c  2022-04-14T11:01:59Z\n",
+       "27  ecd63776c6225af0cf8bcc9fa9c6998d3129fb14  2022-04-14T11:00:42Z\n",
+       "28  cada41a6bfac5a8bf88ed2107a0b856b9b9785a0  2022-03-15T14:27:59Z\n",
+       "29  db33aee5dc0b44251b64ff4c2e2f05d59e4e3a2d  2022-03-15T14:27:31Z\n",
+       "30  207cdce7fef5dae54fdad4cc4f933ebd1ab13c5e  2022-02-10T15:36:59Z\n",
+       "31  8ab272288e81fa9a49fd4765579b066c2c03cc10  2022-02-10T15:26:19Z\n",
+       "32  d4c410cd91618a8a74a7763598e499f6a8aa168b  2022-01-14T15:25:23Z\n",
+       "33  db46d2a0209720c5fa0ab8b03403f7009f69d2d6  2022-01-14T12:27:52Z\n",
+       "34  ebb3d8c6aa383567bb7794cacf745b1c82efbb7f  2022-01-14T12:27:35Z\n",
+       "35  fc712c5a4dd00f534e845982a29f46a14e22b292  2022-01-14T08:05:58Z\n",
+       "36  239bf68f403bbdbabb43fa0277040f4dda2b2aff  2022-01-13T20:33:38Z\n",
+       "37  d86bdd9983424c792691269fa10e6f022ccf2191  2022-01-13T16:53:03Z\n",
+       "38  06ceff14b2db920d458dc337b1100dced992e627  2022-01-13T16:52:15Z\n",
+       "39  3fb27698fe4ebbd5ec4a0e565d97a53fe48c7cdd  2022-01-04T09:19:02Z\n",
+       "40  0a051a92e0baab68b4c77ad13b8cb4e7eaa2f810  2022-01-04T09:18:33Z\n",
+       "41  d76ca7d75891aac95205b2cc11510ce8ef41a65a  2021-11-11T11:49:26Z\n",
+       "42  178c68cca2044cbd5032cbff23e4c06b738aed2a  2021-11-11T11:48:57Z\n",
+       "43  2d19daf42ff47c2f2c4e7970dd77ed32768eb38f  2021-10-26T11:32:30Z\n",
+       "44  3f46491c0fe377fd922412c93137efb6a4879b05  2021-10-26T11:15:21Z\n",
+       "45  8dd2a04b1d7e559f5124d012f0a729d0180216d2  2021-10-11T15:33:46Z\n",
+       "46  ddda708da9f2f41ae7e7d122973c2eddb141d949  2021-10-11T15:29:53Z\n",
+       "47  8d77b3dd93959663d58ae5b626289d0746edd0e7  2021-10-11T15:13:57Z\n",
+       "48  d53cfe39089bd2ce40cf0fa06167d0ae38e3e4ea  2021-10-11T14:48:05Z\n",
+       "49  389b55b1c3ef58ea1136fb0c9e6d2ce73038d655  2021-10-11T13:16:09Z\n",
+       "50  5088650c144e6a3ee05ac1e015d487a86095e665  2021-10-11T12:53:06Z\n",
+       "51  7dc4672795eaea35bd8c7e1fa2ec40cf948fc2fd  2021-09-17T15:49:56Z\n",
+       "52  352813601073bcdc3d5eb08d1be07be904276a9a  2021-09-17T15:49:21Z\n",
+       "53  6c613ce701353f42b6c911801f0aeb78413fac9d  2021-08-20T15:25:29Z\n",
+       "54  8f892b2675dd6464f526d32f1ad1d3fd62fa3b03  2021-08-20T14:12:35Z\n",
+       "55  a231c3b065a7b9c86c92915f3b4bcf012ec36175  2021-07-20T11:13:25Z\n",
+       "56  1a3007e433ed7ccffc4a2c7c36ed8013d6105d4d  2021-07-20T10:34:46Z\n",
+       "57  4a8d93e8607e2413edee71da68cade6e11249fea  2021-07-19T11:27:37Z\n",
+       "58  d3fd19b04d4256600e8c90a27a2b317d61514c86  2021-07-19T11:23:30Z\n",
+       "59  fd63f824a11eead1f7fb39457251c7ac27ad1f93  2021-07-15T08:07:22Z\n",
+       "60  89b57278869c7b46fbbaf94825ed336328f3567a  2021-07-15T07:59:10Z\n",
+       "61  6fdf7add8bb4f416bd8660e6b826d80e8759dfe1  2021-07-14T06:19:03Z\n",
+       "62  b57de92d58da2bf787e5af34ab09e0e8ee6cea6c  2021-07-13T16:04:39Z\n",
+       "63  4cdd02827d4b0d2d8834e45baaea621663e0d632  2021-07-13T16:03:03Z\n",
+       "64  e6a3f0cc5710495475e7b959ee82c649978843f8  2021-07-13T16:01:36Z\n",
+       "65  487c16cf1fb4ecb7eca25d752cb7178f10232a81  2021-07-13T15:56:41Z\n",
+       "66  3d7382f653a9707c3b2d683e7d58b7b9d0b4e747  2021-07-13T15:55:05Z\n",
+       "67  d155ba8553d2c53580ef66fbf733484dc2857a30  2021-07-13T15:52:43Z\n",
+       "68  af805f6d40beef639fac7bd1c5f7789893c2f662  2021-06-15T10:31:53Z\n",
+       "69  ee9eefb21f878da18c72bdc04b31d6ec5d8ade06  2021-06-15T10:26:05Z\n",
+       "70  a736a7ce4d98a0fefa3f4c01ab6da4641de74254  2021-06-11T12:09:09Z\n",
+       "71  2f6878301950dfea48a8147a6d8bd012be564063  2021-06-11T12:09:02Z\n",
+       "72  c0510fbaa138ba0029d8aa2949c282fb2dfbf926  2021-06-11T10:16:30Z\n",
+       "73  4871325c65b16d5fc1a0fb406ebf539c3cbcf054  2021-05-12T10:36:19Z\n",
+       "74  cf8ed2bb499fae21b7ed1544177ef3589a8246b1  2021-05-12T10:34:43Z\n",
+       "75  b9d97ef45c56394528534bd1a2ec7d2d78523354  2021-04-26T14:25:47Z\n",
+       "76  8da1eca28db8f6ae0db7e7134d334a10eb96f6a3  2021-04-21T11:17:00Z\n",
+       "77  a2726dfb0cde8a5d567ce9a115d4f254f2af3851  2021-04-21T11:16:49Z\n",
+       "78  410e5b8bd76c20bcde2cd0e92c78713e00160c28  2021-04-21T10:36:48Z\n",
+       "79  4240ef4cf17e503c44b177ff0f7b740258ac2e70  2021-04-12T15:17:44Z\n",
+       "80  7b746d5303493fb53214ceffbd9b365c8ef4a126  2021-04-01T10:04:53Z\n",
+       "81  94cfe2ac15af0171f1397984ca0d1968a6931eb3  2021-03-03T08:53:38Z\n",
+       "82  c37267e1ee355c619a3058da5a7135e19e6522de  2021-03-03T08:44:58Z\n",
+       "83  d531c3422f806634d35d611b0296b6a34815c4e7  2021-02-26T12:30:20Z\n",
+       "84  0fa36435691cac5651bee2ffe511f73ccd98c367  2021-02-17T15:20:04Z\n",
+       "85  a65fcca04e51ba8a9d48d2ee676be1de7ff01746  2021-02-17T14:31:37Z\n",
+       "86  3182e0793150de4ffb34da2774991cb24e49a191  2021-02-04T13:05:18Z\n",
+       "87  5df8b7ecec0e249df5485dd622efed8b35758540  2021-02-04T11:29:37Z\n",
+       "88  0fe7efb1a6217accb8d53cbb17a633f406459fbb  2021-02-03T16:38:34Z\n",
+       "89  2fdc68adf24ec02e28fba5657c7f31c1373491d2  2021-02-03T16:11:39Z\n",
+       "90  cf7eb4a9781fbdac6dba9ff7b345db2d88748eea  2021-02-03T16:10:25Z\n",
+       "91  6305b6c83d61553d3606905f7b41a0cb99f92f0d  2021-01-19T16:57:57Z\n",
+       "92  25c04ea1f8bc4a9915417998310a563bdbb48115  2021-01-19T16:56:43Z\n",
+       "93  cee977d8d1ca2d1f03f384e53227d56e5143b6fb  2021-01-19T11:56:18Z\n",
+       "94  03ded64be9b290287ab0101891ca6f338861c2fe  2021-01-19T11:55:23Z\n",
+       "95  4ec1022d2645f3c2e5018971473710d568078eae  2021-01-18T16:31:24Z\n",
+       "96  7a7d58ec828e8295dd4011f4f460f961a2b4428a  2021-01-18T15:04:52Z\n",
+       "97  67c8be545d4483ac34f86fdd57f09135a4820be6  2021-01-18T15:02:25Z\n",
+       "98  441eeff3a9fca4934fc9cf54e2e4a914bb43ef10  2021-01-18T14:51:08Z\n",
+       "99  a02389393dbd06e2e936d7d2438ef7e48fb969d9  2020-12-16T11:39:46Z"
+      ]
+     },
+     "execution_count": 39,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": ".venv",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.9.16"
+  },
+  "orig_nbformat": 4
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/notebooks/track_releases/1.0-build-source-config.ipynb b/notebooks/track_releases/1.0-build-source-config.ipynb
new file mode 100644
index 00000000..c74d535d
--- /dev/null
+++ b/notebooks/track_releases/1.0-build-source-config.ipynb
@@ -0,0 +1,552 @@
+{
+ "cells": [
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Build Source Config\n",
+    "```json\n",
+    "{\n",
+    "    \"created_at_utc\": \"2022-04-14T11:00:42Z\",\n",
+    "    \"updated_at_utc\": \"2023-04-25T01:50:12Z\",\n",
+    "    \"repositories\": {\n",
+    "        \"ANHIG/IMGTHLA\": {\n",
+    "            \"owner\": \"ANHIG\",\n",
+    "            \"name\": \"IMGTHLA\",\n",
+    "            \"url\": \"https://github.com/ANHIG/IMGTHLA\",\n",
+    "            \"tracked_assets\": [\n",
+    "                \"hla.dat\",\n",
+    "                \"msf/\"\n",
+    "            ],\n",
+    "            \"default_input_parameters\": {\n",
+    "                \"align\": \"False\",\n",
+    "                \"kir\": \"False\",\n",
+    "                \"mem_profile\": \"False\",\n",
+    "                \"limit\": \"1000\"\n",
+    "            },\n",
+    "            \"execution_history\": [\n",
+    "                {\n",
+    "                    \"version\": 3480,\n",
+    "                    \"execution_date_utc\": \"2022-04-14T11:00:42Z\",\n",
+    "                    \"commit\": {\n",
+    "                        \"sha\": \"ecd63776c6225af0cf8bcc9fa9c6998d3129fb14\",\n",
+    "                        \"message\": \"<message>\",\n",
+    "                        \"date_utc\": \"2022-04-14T11:00:42Z\",\n",
+    "                        \"html_url\": \"url\"\n",
+    "                    },\n",
+    "                    \"input_parameters\": {\n",
+    "                        \"align\": \"False\",\n",
+    "                        \"kir\": \"False\",\n",
+    "                        \"mem_profile\": \"False\",\n",
+    "                        \"limit\": \"1000\"\n",
+    "                    },\n",
+    "                    \"status\": \"SUCCESS\"                    \n",
+    "                },\n",
+    "                {\n",
+    "                    \"version\": 3470,\n",
+    "                    \"execution_date_utc\": \"2022-01-13T16:52:15Z\",\n",
+    "                    \"commit\": {\n",
+    "                        \"sha\": \"06ceff14b2db920d458dc337b1100dced992e627\",\n",
+    "                        \"message\": \"<message>\",\n",
+    "                        \"date_utc\": \"2022-01-13T16:52:15Z\",\n",
+    "                        \"html_url\": \"url\"\n",
+    "                    },\n",
+    "                    \"input_parameters\": {\n",
+    "                        \"align\": \"False\",\n",
+    "                        \"kir\": \"False\",\n",
+    "                        \"mem_profile\": \"False\",\n",
+    "                        \"limit\": \"1000\"\n",
+    "                    },\n",
+    "                    \"status\": \"SUCCESS\"\n",
+    "                }\n",
+    "            ]\n",
+    "        }\n",
+    "    }\n",
+    "}\n",
+    "```"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "import sys\n",
+    "sys.path.append('/Users/ammon/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/gfe-db/pipeline/functions/get_repo_updates/')\n",
+    "import logging\n",
+    "from datetime import datetime\n",
+    "utc_now = datetime.utcnow().strftime(\"%Y-%m-%dT%H:%M:%SZ\")\n",
+    "import re\n",
+    "import json\n",
+    "import pandas as pd\n",
+    "from botocore.exceptions import ClientError\n",
+    "from src.utils.types import (\n",
+    "    Commit,\n",
+    "    InputParameters,\n",
+    "    ExecutionHistoryItem,\n",
+    "    RepositoryConfig,\n",
+    "    SourceConfig\n",
+    ")\n",
+    "from src.utils import (\n",
+    "    read_source_config,\n",
+    "    paginate_commits,\n",
+    "    flatten_json,\n",
+    "    get_repo_asset\n",
+    ")\n",
+    "\n",
+    "# logging\n",
+    "logging.basicConfig(level=logging.INFO)\n",
+    "logger = logging.getLogger(__name__)\n",
+    "\n",
+    "# Pandas display options\n",
+    "pd.set_option('display.max_rows', None)\n",
+    "pd.set_option('display.max_columns', None)\n",
+    "pd.set_option('display.max_colwidth', None)\n",
+    "pd.set_option('display.width', None)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'2023-04-25T02:35:07Z'"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "utc_now"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "GITHUB_REPOSITORY_OWNER = \"ANHIG\" # os.environ[\"GITHUB_REPOSITORY_OWNER\"]\n",
+    "GITHUB_REPOSITORY_NAME = \"IMGTHLA\" # os.environ[\"GITHUB_REPOSITORY_NAME\"]\n",
+    "AWS_REGION = os.environ[\"AWS_REGION\"]\n",
+    "DATA_BUCKET_NAME = os.environ[\"DATA_BUCKET_NAME\"]\n",
+    "PIPELINE_CONFIG_S3_PATH = os.environ[\"PIPELINE_CONFIG_S3_PATH\"]"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### App State"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "ERROR:src.utils.utils:Failed to read config file to s3://dev-gfe-db-531868584498-us-east-1/config/pipeline/source-config.json\n",
+      "INFO:__main__:'source-config.json' not found. Building source config from repository.\n"
+     ]
+    }
+   ],
+   "source": [
+    "# source config file in S3 must be up to date\n",
+    "try:\n",
+    "    source_config = read_source_config(DATA_BUCKET_NAME, PIPELINE_CONFIG_S3_PATH)\n",
+    "except ClientError as e:\n",
+    "    logger.info(\"'source-config.json' not found. Building source config from repository.\")"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Commits"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Fetch all commits from repo using GitHub API\n",
+    "all_commits = paginate_commits(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "select_keys = [\"sha\", \"commit\", \"html_url\"]\n",
+    "\n",
+    "# filter by select_keys\n",
+    "all_commits = [{k: v for k, v in x.items() if k in select_keys} for x in all_commits]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# all_commits[0]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# # For reference only, not using pandas in deployment\n",
+    "# select_cols = [\"sha\", \"commit.author.date\", \"commit.message\", \"html_url\"]\n",
+    "# df = pd.DataFrame([flatten_json(commit) for commit in all_commits])[select_cols]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# df.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "all_commits_flat = [flatten_json(commit) for commit in all_commits]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "select_keys = [\"sha\", \"commit.author.date\", \"commit.message\", \"html_url\"]\n",
+    "all_commits_flat = [{k: v for k, v in x.items() if k in select_keys} for x in all_commits_flat]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# rename keys\n",
+    "rename_keys = {\n",
+    "    \"sha\": \"sha\", \n",
+    "    \"commit.author.date\": \"date_utc\", \n",
+    "    \"commit.message\": \"message\", \n",
+    "    \"html_url\": \"html_url\"\n",
+    "}\n",
+    "\n",
+    "# Rename\n",
+    "commits = [{rename_keys[k]: v for k, v in x.items()} for x in all_commits_flat]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'sha': '38398a75e9762ff070d8e9bd714d074332646cd7',\n",
+       " 'date_utc': '2023-04-17T16:03:52Z',\n",
+       " 'message': 'Merge pull request #334 from ANHIG/3520\\n\\nIPD-IMGT/HLA Release 3.52.0',\n",
+       " 'html_url': 'https://github.com/ANHIG/IMGTHLA/commit/38398a75e9762ff070d8e9bd714d074332646cd7'}"
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "commits[0]"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Execution History Items"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "KeyboardInterrupt",
+     "evalue": "",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
+      "Cell \u001b[0;32mIn[14], line 12\u001b[0m\n\u001b[1;32m     10\u001b[0m date \u001b[39m=\u001b[39m commit[\u001b[39m'\u001b[39m\u001b[39mdate_utc\u001b[39m\u001b[39m'\u001b[39m]\n\u001b[1;32m     11\u001b[0m logger\u001b[39m.\u001b[39mdebug(\u001b[39mf\u001b[39m\u001b[39m\"\u001b[39m\u001b[39mGetting release version for sha \u001b[39m\u001b[39m{\u001b[39;00msha\u001b[39m}\u001b[39;00m\u001b[39m and date \u001b[39m\u001b[39m{\u001b[39;00mdate\u001b[39m}\u001b[39;00m\u001b[39m\"\u001b[39m)\n\u001b[0;32m---> 12\u001b[0m allele_list \u001b[39m=\u001b[39m get_repo_asset(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME, \u001b[39m\"\u001b[39;49m\u001b[39mAllelelist.txt\u001b[39;49m\u001b[39m\"\u001b[39;49m, sha)\n\u001b[1;32m     13\u001b[0m release_version \u001b[39m=\u001b[39m \u001b[39mint\u001b[39m(re\u001b[39m.\u001b[39msearch(release_version_re, allele_list)\u001b[39m.\u001b[39mgroup(\u001b[39m1\u001b[39m)\u001b[39m.\u001b[39mreplace(\u001b[39m\"\u001b[39m\u001b[39m.\u001b[39m\u001b[39m\"\u001b[39m, \u001b[39m\"\u001b[39m\u001b[39m\"\u001b[39m))\n\u001b[1;32m     15\u001b[0m execution_history_items\u001b[39m.\u001b[39mappend({\n\u001b[1;32m     16\u001b[0m     \u001b[39m\"\u001b[39m\u001b[39mversion\u001b[39m\u001b[39m\"\u001b[39m: release_version,\n\u001b[1;32m     17\u001b[0m     \u001b[39m\"\u001b[39m\u001b[39mexecution_date_utc\u001b[39m\u001b[39m\"\u001b[39m: \u001b[39mNone\u001b[39;00m,\n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m     20\u001b[0m     \u001b[39m\"\u001b[39m\u001b[39mstatus\u001b[39m\u001b[39m\"\u001b[39m: \u001b[39mNone\u001b[39;00m\n\u001b[1;32m     21\u001b[0m })\n",
+      "File \u001b[0;32m~/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/gfe-db/pipeline/functions/get_repo_updates/src/utils/utils.py:235\u001b[0m, in \u001b[0;36mget_repo_asset\u001b[0;34m(owner, repo, path, commit_sha)\u001b[0m\n\u001b[1;32m    233\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39mget_repo_asset\u001b[39m(owner, repo, path, commit_sha\u001b[39m=\u001b[39m\u001b[39mNone\u001b[39;00m):\n\u001b[1;32m    234\u001b[0m \u001b[39m    \u001b[39m\u001b[39m\"\"\"Download a file from a GitHub repository\"\"\"\u001b[39;00m\n\u001b[0;32m--> 235\u001b[0m     repo_contents \u001b[39m=\u001b[39m get_repo_contents(owner, repo, path, commit_sha)\n\u001b[1;32m    237\u001b[0m     \u001b[39mtry\u001b[39;00m:\n\u001b[1;32m    238\u001b[0m         res \u001b[39m=\u001b[39m requests\u001b[39m.\u001b[39mget(repo_contents[\u001b[39m'\u001b[39m\u001b[39mdownload_url\u001b[39m\u001b[39m'\u001b[39m])\n",
+      "File \u001b[0;32m~/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/gfe-db/pipeline/functions/get_repo_updates/src/utils/utils.py:228\u001b[0m, in \u001b[0;36mget_repo_contents\u001b[0;34m(owner, repo, path, commit_sha)\u001b[0m\n\u001b[1;32m    217\u001b[0m headers \u001b[39m=\u001b[39m {\n\u001b[1;32m    218\u001b[0m     \u001b[39m'\u001b[39m\u001b[39mAuthorization\u001b[39m\u001b[39m'\u001b[39m: \u001b[39mf\u001b[39m\u001b[39m'\u001b[39m\u001b[39mtoken \u001b[39m\u001b[39m{\u001b[39;00mGITHUB_PERSONAL_ACCESS_TOKEN\u001b[39m}\u001b[39;00m\u001b[39m'\u001b[39m,\n\u001b[1;32m    219\u001b[0m     \u001b[39m'\u001b[39m\u001b[39mContent-Type\u001b[39m\u001b[39m'\u001b[39m: \u001b[39m'\u001b[39m\u001b[39mapplication/json\u001b[39m\u001b[39m'\u001b[39m,\n\u001b[1;32m    220\u001b[0m     \u001b[39m'\u001b[39m\u001b[39mAccept\u001b[39m\u001b[39m'\u001b[39m: \u001b[39m'\u001b[39m\u001b[39mapplication/vnd.github.v3+json\u001b[39m\u001b[39m'\u001b[39m,\n\u001b[1;32m    221\u001b[0m     \u001b[39m'\u001b[39m\u001b[39mX-GitHub-Api-Version\u001b[39m\u001b[39m'\u001b[39m: \u001b[39m'\u001b[39m\u001b[39m2022-11-28\u001b[39m\u001b[39m'\u001b[39m\n\u001b[1;32m    222\u001b[0m }\n\u001b[1;32m    224\u001b[0m params \u001b[39m=\u001b[39m {\n\u001b[1;32m    225\u001b[0m     \u001b[39m'\u001b[39m\u001b[39mref\u001b[39m\u001b[39m'\u001b[39m: commit_sha\n\u001b[1;32m    226\u001b[0m }\n\u001b[0;32m--> 228\u001b[0m response \u001b[39m=\u001b[39m requests\u001b[39m.\u001b[39;49mget(url, headers\u001b[39m=\u001b[39;49mheaders, params\u001b[39m=\u001b[39;49mparams)\n\u001b[1;32m    230\u001b[0m \u001b[39mreturn\u001b[39;00m response\u001b[39m.\u001b[39mjson()\n",
+      "File \u001b[0;32m~/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/.venv-dev/lib/python3.9/site-packages/requests/api.py:75\u001b[0m, in \u001b[0;36mget\u001b[0;34m(url, params, **kwargs)\u001b[0m\n\u001b[1;32m     64\u001b[0m \u001b[39m\u001b[39m\u001b[39mr\u001b[39m\u001b[39m\"\"\"Sends a GET request.\u001b[39;00m\n\u001b[1;32m     65\u001b[0m \n\u001b[1;32m     66\u001b[0m \u001b[39m:param url: URL for the new :class:`Request` object.\u001b[39;00m\n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m     71\u001b[0m \u001b[39m:rtype: requests.Response\u001b[39;00m\n\u001b[1;32m     72\u001b[0m \u001b[39m\"\"\"\u001b[39;00m\n\u001b[1;32m     74\u001b[0m kwargs\u001b[39m.\u001b[39msetdefault(\u001b[39m'\u001b[39m\u001b[39mallow_redirects\u001b[39m\u001b[39m'\u001b[39m, \u001b[39mTrue\u001b[39;00m)\n\u001b[0;32m---> 75\u001b[0m \u001b[39mreturn\u001b[39;00m request(\u001b[39m'\u001b[39;49m\u001b[39mget\u001b[39;49m\u001b[39m'\u001b[39;49m, url, params\u001b[39m=\u001b[39;49mparams, \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mkwargs)\n",
+      "File \u001b[0;32m~/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/.venv-dev/lib/python3.9/site-packages/requests/api.py:60\u001b[0m, in \u001b[0;36mrequest\u001b[0;34m(method, url, **kwargs)\u001b[0m\n\u001b[1;32m     56\u001b[0m \u001b[39m# By using the 'with' statement we are sure the session is closed, thus we\u001b[39;00m\n\u001b[1;32m     57\u001b[0m \u001b[39m# avoid leaving sockets open which can trigger a ResourceWarning in some\u001b[39;00m\n\u001b[1;32m     58\u001b[0m \u001b[39m# cases, and look like a memory leak in others.\u001b[39;00m\n\u001b[1;32m     59\u001b[0m \u001b[39mwith\u001b[39;00m sessions\u001b[39m.\u001b[39mSession() \u001b[39mas\u001b[39;00m session:\n\u001b[0;32m---> 60\u001b[0m     \u001b[39mreturn\u001b[39;00m session\u001b[39m.\u001b[39;49mrequest(method\u001b[39m=\u001b[39;49mmethod, url\u001b[39m=\u001b[39;49murl, \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mkwargs)\n",
+      "File \u001b[0;32m~/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/.venv-dev/lib/python3.9/site-packages/requests/sessions.py:533\u001b[0m, in \u001b[0;36mSession.request\u001b[0;34m(self, method, url, params, data, headers, cookies, files, auth, timeout, allow_redirects, proxies, hooks, stream, verify, cert, json)\u001b[0m\n\u001b[1;32m    528\u001b[0m send_kwargs \u001b[39m=\u001b[39m {\n\u001b[1;32m    529\u001b[0m     \u001b[39m'\u001b[39m\u001b[39mtimeout\u001b[39m\u001b[39m'\u001b[39m: timeout,\n\u001b[1;32m    530\u001b[0m     \u001b[39m'\u001b[39m\u001b[39mallow_redirects\u001b[39m\u001b[39m'\u001b[39m: allow_redirects,\n\u001b[1;32m    531\u001b[0m }\n\u001b[1;32m    532\u001b[0m send_kwargs\u001b[39m.\u001b[39mupdate(settings)\n\u001b[0;32m--> 533\u001b[0m resp \u001b[39m=\u001b[39m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49msend(prep, \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49msend_kwargs)\n\u001b[1;32m    535\u001b[0m \u001b[39mreturn\u001b[39;00m resp\n",
+      "File \u001b[0;32m~/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/.venv-dev/lib/python3.9/site-packages/requests/sessions.py:686\u001b[0m, in \u001b[0;36mSession.send\u001b[0;34m(self, request, **kwargs)\u001b[0m\n\u001b[1;32m    683\u001b[0m         \u001b[39mpass\u001b[39;00m\n\u001b[1;32m    685\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39mnot\u001b[39;00m stream:\n\u001b[0;32m--> 686\u001b[0m     r\u001b[39m.\u001b[39;49mcontent\n\u001b[1;32m    688\u001b[0m \u001b[39mreturn\u001b[39;00m r\n",
+      "File \u001b[0;32m~/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/.venv-dev/lib/python3.9/site-packages/requests/models.py:828\u001b[0m, in \u001b[0;36mResponse.content\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m    826\u001b[0m         \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_content \u001b[39m=\u001b[39m \u001b[39mNone\u001b[39;00m\n\u001b[1;32m    827\u001b[0m     \u001b[39melse\u001b[39;00m:\n\u001b[0;32m--> 828\u001b[0m         \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_content \u001b[39m=\u001b[39m \u001b[39mb\u001b[39;49m\u001b[39m'\u001b[39;49m\u001b[39m'\u001b[39;49m\u001b[39m.\u001b[39;49mjoin(\u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49miter_content(CONTENT_CHUNK_SIZE)) \u001b[39mor\u001b[39;00m \u001b[39mb\u001b[39m\u001b[39m'\u001b[39m\u001b[39m'\u001b[39m\n\u001b[1;32m    830\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_content_consumed \u001b[39m=\u001b[39m \u001b[39mTrue\u001b[39;00m\n\u001b[1;32m    831\u001b[0m \u001b[39m# don't need to release the connection; that's been handled by urllib3\u001b[39;00m\n\u001b[1;32m    832\u001b[0m \u001b[39m# since we exhausted the data.\u001b[39;00m\n",
+      "File \u001b[0;32m~/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/.venv-dev/lib/python3.9/site-packages/requests/models.py:750\u001b[0m, in \u001b[0;36mResponse.iter_content.<locals>.generate\u001b[0;34m()\u001b[0m\n\u001b[1;32m    748\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39mhasattr\u001b[39m(\u001b[39mself\u001b[39m\u001b[39m.\u001b[39mraw, \u001b[39m'\u001b[39m\u001b[39mstream\u001b[39m\u001b[39m'\u001b[39m):\n\u001b[1;32m    749\u001b[0m     \u001b[39mtry\u001b[39;00m:\n\u001b[0;32m--> 750\u001b[0m         \u001b[39mfor\u001b[39;00m chunk \u001b[39min\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mraw\u001b[39m.\u001b[39mstream(chunk_size, decode_content\u001b[39m=\u001b[39m\u001b[39mTrue\u001b[39;00m):\n\u001b[1;32m    751\u001b[0m             \u001b[39myield\u001b[39;00m chunk\n\u001b[1;32m    752\u001b[0m     \u001b[39mexcept\u001b[39;00m ProtocolError \u001b[39mas\u001b[39;00m e:\n",
+      "File \u001b[0;32m~/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/.venv-dev/lib/python3.9/site-packages/urllib3/response.py:492\u001b[0m, in \u001b[0;36mHTTPResponse.stream\u001b[0;34m(self, amt, decode_content)\u001b[0m\n\u001b[1;32m    476\u001b[0m \u001b[39m\u001b[39m\u001b[39m\"\"\"\u001b[39;00m\n\u001b[1;32m    477\u001b[0m \u001b[39mA generator wrapper for the read() method. A call will block until\u001b[39;00m\n\u001b[1;32m    478\u001b[0m \u001b[39m``amt`` bytes have been read from the connection or until the\u001b[39;00m\n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m    489\u001b[0m \u001b[39m    'content-encoding' header.\u001b[39;00m\n\u001b[1;32m    490\u001b[0m \u001b[39m\"\"\"\u001b[39;00m\n\u001b[1;32m    491\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mchunked \u001b[39mand\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39msupports_chunked_reads():\n\u001b[0;32m--> 492\u001b[0m     \u001b[39mfor\u001b[39;00m line \u001b[39min\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mread_chunked(amt, decode_content\u001b[39m=\u001b[39mdecode_content):\n\u001b[1;32m    493\u001b[0m         \u001b[39myield\u001b[39;00m line\n\u001b[1;32m    494\u001b[0m \u001b[39melse\u001b[39;00m:\n",
+      "File \u001b[0;32m~/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/.venv-dev/lib/python3.9/site-packages/urllib3/response.py:671\u001b[0m, in \u001b[0;36mHTTPResponse.read_chunked\u001b[0;34m(self, amt, decode_content)\u001b[0m\n\u001b[1;32m    669\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mchunk_left \u001b[39m==\u001b[39m \u001b[39m0\u001b[39m:\n\u001b[1;32m    670\u001b[0m     \u001b[39mbreak\u001b[39;00m\n\u001b[0;32m--> 671\u001b[0m chunk \u001b[39m=\u001b[39m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_handle_chunk(amt)\n\u001b[1;32m    672\u001b[0m decoded \u001b[39m=\u001b[39m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_decode(chunk, decode_content\u001b[39m=\u001b[39mdecode_content,\n\u001b[1;32m    673\u001b[0m                        flush_decoder\u001b[39m=\u001b[39m\u001b[39mFalse\u001b[39;00m)\n\u001b[1;32m    674\u001b[0m \u001b[39mif\u001b[39;00m decoded:\n",
+      "File \u001b[0;32m~/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/.venv-dev/lib/python3.9/site-packages/urllib3/response.py:617\u001b[0m, in \u001b[0;36mHTTPResponse._handle_chunk\u001b[0;34m(self, amt)\u001b[0m\n\u001b[1;32m    615\u001b[0m     \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mchunk_left \u001b[39m=\u001b[39m \u001b[39mNone\u001b[39;00m\n\u001b[1;32m    616\u001b[0m \u001b[39melif\u001b[39;00m amt \u001b[39m<\u001b[39m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mchunk_left:\n\u001b[0;32m--> 617\u001b[0m     value \u001b[39m=\u001b[39m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_fp\u001b[39m.\u001b[39;49m_safe_read(amt)\n\u001b[1;32m    618\u001b[0m     \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mchunk_left \u001b[39m=\u001b[39m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mchunk_left \u001b[39m-\u001b[39m amt\n\u001b[1;32m    619\u001b[0m     returned_chunk \u001b[39m=\u001b[39m value\n",
+      "File \u001b[0;32m/opt/homebrew/Cellar/python@3.9/3.9.16/Frameworks/Python.framework/Versions/3.9/lib/python3.9/http/client.py:626\u001b[0m, in \u001b[0;36mHTTPResponse._safe_read\u001b[0;34m(self, amt)\u001b[0m\n\u001b[1;32m    624\u001b[0m s \u001b[39m=\u001b[39m []\n\u001b[1;32m    625\u001b[0m \u001b[39mwhile\u001b[39;00m amt \u001b[39m>\u001b[39m \u001b[39m0\u001b[39m:\n\u001b[0;32m--> 626\u001b[0m     chunk \u001b[39m=\u001b[39m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mfp\u001b[39m.\u001b[39;49mread(\u001b[39mmin\u001b[39;49m(amt, MAXAMOUNT))\n\u001b[1;32m    627\u001b[0m     \u001b[39mif\u001b[39;00m \u001b[39mnot\u001b[39;00m chunk:\n\u001b[1;32m    628\u001b[0m         \u001b[39mraise\u001b[39;00m IncompleteRead(\u001b[39mb\u001b[39m\u001b[39m'\u001b[39m\u001b[39m'\u001b[39m\u001b[39m.\u001b[39mjoin(s), amt)\n",
+      "File \u001b[0;32m/opt/homebrew/Cellar/python@3.9/3.9.16/Frameworks/Python.framework/Versions/3.9/lib/python3.9/socket.py:704\u001b[0m, in \u001b[0;36mSocketIO.readinto\u001b[0;34m(self, b)\u001b[0m\n\u001b[1;32m    702\u001b[0m \u001b[39mwhile\u001b[39;00m \u001b[39mTrue\u001b[39;00m:\n\u001b[1;32m    703\u001b[0m     \u001b[39mtry\u001b[39;00m:\n\u001b[0;32m--> 704\u001b[0m         \u001b[39mreturn\u001b[39;00m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_sock\u001b[39m.\u001b[39;49mrecv_into(b)\n\u001b[1;32m    705\u001b[0m     \u001b[39mexcept\u001b[39;00m timeout:\n\u001b[1;32m    706\u001b[0m         \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_timeout_occurred \u001b[39m=\u001b[39m \u001b[39mTrue\u001b[39;00m\n",
+      "File \u001b[0;32m/opt/homebrew/Cellar/python@3.9/3.9.16/Frameworks/Python.framework/Versions/3.9/lib/python3.9/ssl.py:1242\u001b[0m, in \u001b[0;36mSSLSocket.recv_into\u001b[0;34m(self, buffer, nbytes, flags)\u001b[0m\n\u001b[1;32m   1238\u001b[0m     \u001b[39mif\u001b[39;00m flags \u001b[39m!=\u001b[39m \u001b[39m0\u001b[39m:\n\u001b[1;32m   1239\u001b[0m         \u001b[39mraise\u001b[39;00m \u001b[39mValueError\u001b[39;00m(\n\u001b[1;32m   1240\u001b[0m           \u001b[39m\"\u001b[39m\u001b[39mnon-zero flags not allowed in calls to recv_into() on \u001b[39m\u001b[39m%s\u001b[39;00m\u001b[39m\"\u001b[39m \u001b[39m%\u001b[39m\n\u001b[1;32m   1241\u001b[0m           \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m\u001b[39m__class__\u001b[39m)\n\u001b[0;32m-> 1242\u001b[0m     \u001b[39mreturn\u001b[39;00m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mread(nbytes, buffer)\n\u001b[1;32m   1243\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[1;32m   1244\u001b[0m     \u001b[39mreturn\u001b[39;00m \u001b[39msuper\u001b[39m()\u001b[39m.\u001b[39mrecv_into(buffer, nbytes, flags)\n",
+      "File \u001b[0;32m/opt/homebrew/Cellar/python@3.9/3.9.16/Frameworks/Python.framework/Versions/3.9/lib/python3.9/ssl.py:1100\u001b[0m, in \u001b[0;36mSSLSocket.read\u001b[0;34m(self, len, buffer)\u001b[0m\n\u001b[1;32m   1098\u001b[0m \u001b[39mtry\u001b[39;00m:\n\u001b[1;32m   1099\u001b[0m     \u001b[39mif\u001b[39;00m buffer \u001b[39mis\u001b[39;00m \u001b[39mnot\u001b[39;00m \u001b[39mNone\u001b[39;00m:\n\u001b[0;32m-> 1100\u001b[0m         \u001b[39mreturn\u001b[39;00m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_sslobj\u001b[39m.\u001b[39;49mread(\u001b[39mlen\u001b[39;49m, buffer)\n\u001b[1;32m   1101\u001b[0m     \u001b[39melse\u001b[39;00m:\n\u001b[1;32m   1102\u001b[0m         \u001b[39mreturn\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_sslobj\u001b[39m.\u001b[39mread(\u001b[39mlen\u001b[39m)\n",
+      "\u001b[0;31mKeyboardInterrupt\u001b[0m: "
+     ]
+    }
+   ],
+   "source": [
+    "# TODO use multithreading to speed up BOOKMARK\n",
+    "# next we get the release version for each commit\n",
+    "release_version_re = r\"# version: IPD-IMGT/HLA (\\d+\\.\\d+\\.\\d+)\"\n",
+    "execution_history_items = []\n",
+    "errors = 0\n",
+    "max_errors = 5\n",
+    "limit = None\n",
+    "for idx, commit in enumerate(commits):\n",
+    "    try:\n",
+    "        sha = commit['sha']\n",
+    "        date = commit['date_utc']\n",
+    "        logger.debug(f\"Getting release version for sha {sha} and date {date}\")\n",
+    "        allele_list = get_repo_asset(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME, \"Allelelist.txt\", sha)\n",
+    "        release_version = int(re.search(release_version_re, allele_list).group(1).replace(\".\", \"\"))\n",
+    "\n",
+    "        execution_history_items.append({\n",
+    "            \"version\": release_version,\n",
+    "            \"execution_date_utc\": None,\n",
+    "            \"commit\": commit,\n",
+    "            \"input_parameters\": None,\n",
+    "            \"status\": None\n",
+    "        })\n",
+    "    except Exception as e:\n",
+    "        errors += 1\n",
+    "        logger.error(f\"Error processing commit {commit['sha']}: {e}\")\n",
+    "        if errors >= max_errors:\n",
+    "            logger.error(f\"Max errors reached. Exiting loop.\")\n",
+    "            break\n",
+    "\n",
+    "    if limit is not None:\n",
+    "        if idx+1 == limit:\n",
+    "            break"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "39"
+      ]
+     },
+     "execution_count": 15,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "len(execution_history_items)"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## RepositoryConfig"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'ANHIG/IMGTHLA'"
+      ]
+     },
+     "execution_count": 16,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "repository_path = f\"{GITHUB_REPOSITORY_OWNER}/{GITHUB_REPOSITORY_NAME}\"\n",
+    "tracked_assets = [\"hla.dat\", \"msf/\"]\n",
+    "repository_path\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "base_source_config = {\n",
+    "    \"created_at_utc\": utc_now,\n",
+    "    \"updated_at_utc\": utc_now,\n",
+    "    \"repositories\": {\n",
+    "        repository_path: {\n",
+    "            \"owner\": GITHUB_REPOSITORY_OWNER,\n",
+    "            \"name\": GITHUB_REPOSITORY_NAME,\n",
+    "            \"url\": f\"https://github.com/{repository_path}\",\n",
+    "            \"tracked_assets\": tracked_assets,\n",
+    "            \"default_input_parameters\": {\n",
+    "                \"align\": \"False\",\n",
+    "                \"kir\": \"False\",\n",
+    "                \"mem_profile\": \"False\",\n",
+    "                \"limit\": \"1000\"\n",
+    "            }\n",
+    "        }\n",
+    "    }\n",
+    "}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'created_at_utc': '2023-04-25T02:35:07Z',\n",
+       " 'updated_at_utc': '2023-04-25T02:35:07Z',\n",
+       " 'repositories': {'ANHIG/IMGTHLA': {'owner': 'ANHIG',\n",
+       "   'name': 'IMGTHLA',\n",
+       "   'url': 'https://github.com/ANHIG/IMGTHLA',\n",
+       "   'tracked_assets': ['hla.dat', 'msf/'],\n",
+       "   'default_input_parameters': {'align': 'False',\n",
+       "    'kir': 'False',\n",
+       "    'mem_profile': 'False',\n",
+       "    'limit': '1000'}}}}"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "base_source_config"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "base_source_config[\"repositories\"][repository_path][\"execution_history\"] = execution_history_items"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "source_config = SourceConfig(**base_source_config)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "SourceConfig(created_at_utc='2023-04-25T02:35:07Z', updated_at_utc='2023-04-25T02:35:07Z', repositories={'ANHIG/IMGTHLA': RepositoryConfig(owner='ANHIG', name='IMGTHLA', url='https://github.com/ANHIG/IMGTHLA', tracked_assets=['hla.dat', 'msf/'], default_input_parameters=InputParameters(align=False, kir=False, mem_profile=False, limit='1000'), execution_history=[ExecutionHistoryItem(version=3520, execution_date_utc=None, commit=Commit(sha='38398a75e9762ff070d8e9bd714d074332646cd7', date_utc='2023-04-17T16:03:52Z', message='Merge pull request #334 from ANHIG/3520\\n\\nIPD-IMGT/HLA Release 3.52.0', html_url='https://github.com/ANHIG/IMGTHLA/commit/38398a75e9762ff070d8e9bd714d074332646cd7'), input_parameters=None, status=None), ExecutionHistoryItem(version=3520, execution_date_utc=None, commit=Commit(sha='def376dc6955b339b17f0a4b840e80eb6b9c744b', date_utc='2023-04-17T16:01:01Z', message='IPD-IMGT/HLA Release 3.52.0', html_url='https://github.com/ANHIG/IMGTHLA/commit/def376dc6955b339b17f0a4b840e80eb6b9c744b'), input_parameters=None, status=None), ExecutionHistoryItem(version=3510, execution_date_utc=None, commit=Commit(sha='5f2c562056f8ffa89aeea0631f2a52300ee0de17', date_utc='2023-01-13T10:04:48Z', message='Merge pull request #325 from ANHIG/3510\\n\\n3510', html_url='https://github.com/ANHIG/IMGTHLA/commit/5f2c562056f8ffa89aeea0631f2a52300ee0de17'), input_parameters=None, status=None), ExecutionHistoryItem(version=3510, execution_date_utc=None, commit=Commit(sha='4b8432c7d56121c84d6ef1d75a1c7185c628c13d', date_utc='2023-01-12T14:47:00Z', message='IPD-IMGT/HLA Database Release 3.51.0\\n\\nUpdated the ihiw folder for 3.51.0', html_url='https://github.com/ANHIG/IMGTHLA/commit/4b8432c7d56121c84d6ef1d75a1c7185c628c13d'), input_parameters=None, status=None), ExecutionHistoryItem(version=3510, execution_date_utc=None, commit=Commit(sha='4486f5c623705c6a14d9eeaba7d155cff30cdb43', date_utc='2023-01-12T14:36:43Z', message='IPD-IMGT/HLA Release 3.51.0\\n\\nUpdates for 3.51.0', html_url='https://github.com/ANHIG/IMGTHLA/commit/4486f5c623705c6a14d9eeaba7d155cff30cdb43'), input_parameters=None, status=None), ExecutionHistoryItem(version=3500, execution_date_utc=None, commit=Commit(sha='50b790037030d958b662085c3f4cf34ba72a32ec', date_utc='2022-12-14T10:02:54Z', message='Merge pull request #323 from ANHIG/3500\\n\\nCorrected missing date and version field in Allelelist_history.txt', html_url='https://github.com/ANHIG/IMGTHLA/commit/50b790037030d958b662085c3f4cf34ba72a32ec'), input_parameters=None, status=None), ExecutionHistoryItem(version=3500, execution_date_utc=None, commit=Commit(sha='36220a1c5c2d6954f4873a552544cc0e55b61d0a', date_utc='2022-12-14T10:02:28Z', message='Corrected missing date and version field in Allelelist_history.txt', html_url='https://github.com/ANHIG/IMGTHLA/commit/36220a1c5c2d6954f4873a552544cc0e55b61d0a'), input_parameters=None, status=None), ExecutionHistoryItem(version=3500, execution_date_utc=None, commit=Commit(sha='e941759874365cb152a3562c22d10847d10db326', date_utc='2022-10-14T08:47:37Z', message='Merge pull request #318 from ANHIG/3500\\n\\nhla.dat file for IPD-IMGT/HLA Release 3.50.0', html_url='https://github.com/ANHIG/IMGTHLA/commit/e941759874365cb152a3562c22d10847d10db326'), input_parameters=None, status=None), ExecutionHistoryItem(version=3500, execution_date_utc=None, commit=Commit(sha='2d38d3313229fdc5f8aa00052a2db21b35be3d2d', date_utc='2022-10-14T08:46:01Z', message='hla.dat file for IPD-IMGT/HLA Release 3.50.0', html_url='https://github.com/ANHIG/IMGTHLA/commit/2d38d3313229fdc5f8aa00052a2db21b35be3d2d'), input_parameters=None, status=None), ExecutionHistoryItem(version=3500, execution_date_utc=None, commit=Commit(sha='1ce31fc9e2805034578eff60a269c02176f03252', date_utc='2022-10-13T13:06:12Z', message='Merge pull request #317 from ANHIG/3500\\n\\nIPD-IMGT/HLA Release 3.50.0', html_url='https://github.com/ANHIG/IMGTHLA/commit/1ce31fc9e2805034578eff60a269c02176f03252'), input_parameters=None, status=None), ExecutionHistoryItem(version=3500, execution_date_utc=None, commit=Commit(sha='2c631a4b61d529ff1c0635750888f6f6d79c2703', date_utc='2022-10-13T12:58:37Z', message='IPD-IMGT/HLA Release 3.50.0', html_url='https://github.com/ANHIG/IMGTHLA/commit/2c631a4b61d529ff1c0635750888f6f6d79c2703'), input_parameters=None, status=None), ExecutionHistoryItem(version=3490, execution_date_utc=None, commit=Commit(sha='12b4b94bb49b4640fa48a1182cc9b1e1fbf7e816', date_utc='2022-08-25T15:44:07Z', message='Merge pull request #315 from ANHIG/3490\\n\\nRemoval of duplicate \"KW   Human MHC;\" in hla.dat; Removal of empty 3…', html_url='https://github.com/ANHIG/IMGTHLA/commit/12b4b94bb49b4640fa48a1182cc9b1e1fbf7e816'), input_parameters=None, status=None), ExecutionHistoryItem(version=3490, execution_date_utc=None, commit=Commit(sha='8f80f24d49797595d8a18b8d4d1f59846fbf3fe1', date_utc='2022-08-25T15:43:12Z', message='Removal of duplicate \"KW   Human MHC;\" in hla.dat; Removal of empty 3\\'UTR in DQB1*03:480Q', html_url='https://github.com/ANHIG/IMGTHLA/commit/8f80f24d49797595d8a18b8d4d1f59846fbf3fe1'), input_parameters=None, status=None), ExecutionHistoryItem(version=3490, execution_date_utc=None, commit=Commit(sha='a9680a9e80e2c119d4aa41f90e5f40cef6e7df02', date_utc='2022-08-21T09:31:21Z', message='Merge pull request #314 from ANHIG/3490\\n\\nCorrected DRA*01:01:01:01 P group (DRA*01:01P)', html_url='https://github.com/ANHIG/IMGTHLA/commit/a9680a9e80e2c119d4aa41f90e5f40cef6e7df02'), input_parameters=None, status=None), ExecutionHistoryItem(version=3490, execution_date_utc=None, commit=Commit(sha='1fd937e6c0ff8452f64152aec9632f0586f981d1', date_utc='2022-08-21T09:29:01Z', message='Corrected DRA*01:01:01:01 P group (DRA*01:01P)', html_url='https://github.com/ANHIG/IMGTHLA/commit/1fd937e6c0ff8452f64152aec9632f0586f981d1'), input_parameters=None, status=None), ExecutionHistoryItem(version=3490, execution_date_utc=None, commit=Commit(sha='50e92c677f4cd547c32bb9305269a762a9595074', date_utc='2022-07-23T12:54:16Z', message='Merge pull request #310 from ANHIG/3490\\n\\nAdded additional space in DRB_prot.txt, DRB_nuc.txt and DRB1_gen.txt …', html_url='https://github.com/ANHIG/IMGTHLA/commit/50e92c677f4cd547c32bb9305269a762a9595074'), input_parameters=None, status=None), ExecutionHistoryItem(version=3490, execution_date_utc=None, commit=Commit(sha='8732e7d4739a911e01f69d2c5bda82ca15ca68a9', date_utc='2022-07-23T12:53:45Z', message='Added additional space in DRB_prot.txt, DRB_nuc.txt and DRB1_gen.txt due to DRB1*15:200:01:01N and DRB1*15:200:01:02N', html_url='https://github.com/ANHIG/IMGTHLA/commit/8732e7d4739a911e01f69d2c5bda82ca15ca68a9'), input_parameters=None, status=None), ExecutionHistoryItem(version=3490, execution_date_utc=None, commit=Commit(sha='536e8833f3be4bbcffbfba43cd0b3043c5bf4068', date_utc='2022-07-15T08:21:31Z', message='Merge pull request #308 from ANHIG/3490\\n\\n3490', html_url='https://github.com/ANHIG/IMGTHLA/commit/536e8833f3be4bbcffbfba43cd0b3043c5bf4068'), input_parameters=None, status=None), ExecutionHistoryItem(version=3490, execution_date_utc=None, commit=Commit(sha='c90cc62006b35061c8db4b6f8da1b86de7650b23', date_utc='2022-07-15T08:20:46Z', message=\"Merge branch 'Latest' into 3490\", html_url='https://github.com/ANHIG/IMGTHLA/commit/c90cc62006b35061c8db4b6f8da1b86de7650b23'), input_parameters=None, status=None), ExecutionHistoryItem(version=3490, execution_date_utc=None, commit=Commit(sha='1a3be9a5d01a414854ff3bfacd5257c14adeefa2', date_utc='2022-07-14T13:40:17Z', message='IPD-IMGT/HLA Release 3.49.0', html_url='https://github.com/ANHIG/IMGTHLA/commit/1a3be9a5d01a414854ff3bfacd5257c14adeefa2'), input_parameters=None, status=None), ExecutionHistoryItem(version=3490, execution_date_utc=None, commit=Commit(sha='4863b8f0a070d70836dfbdc00bdf70aa7bb66345', date_utc='2022-07-14T12:31:36Z', message='IPD-IMGT/HLA Release 3.49.0', html_url='https://github.com/ANHIG/IMGTHLA/commit/4863b8f0a070d70836dfbdc00bdf70aa7bb66345'), input_parameters=None, status=None), ExecutionHistoryItem(version=3480, execution_date_utc=None, commit=Commit(sha='72a9e28a52c9629dd63dfad5f215cdc562e2fd7e', date_utc='2022-07-14T12:28:41Z', message='IPD-IMGT/HLA Release 3.49.0', html_url='https://github.com/ANHIG/IMGTHLA/commit/72a9e28a52c9629dd63dfad5f215cdc562e2fd7e'), input_parameters=None, status=None), ExecutionHistoryItem(version=3480, execution_date_utc=None, commit=Commit(sha='dddc6afc29de895f4131693e17b3cc856ff23f8d', date_utc='2022-07-14T12:27:25Z', message='IPD-IMGT/HLA Release 3.49.0', html_url='https://github.com/ANHIG/IMGTHLA/commit/dddc6afc29de895f4131693e17b3cc856ff23f8d'), input_parameters=None, status=None), ExecutionHistoryItem(version=3480, execution_date_utc=None, commit=Commit(sha='d1dd2ac5e2b6a8abef9e33ed397807ece52a22fe', date_utc='2022-04-20T08:39:00Z', message='Merge pull request #305 from ANHIG/3480\\n\\nUpload of Allelelist_history.txt for IPD-IMGT/HLA Release 3.48.0', html_url='https://github.com/ANHIG/IMGTHLA/commit/d1dd2ac5e2b6a8abef9e33ed397807ece52a22fe'), input_parameters=None, status=None), ExecutionHistoryItem(version=3480, execution_date_utc=None, commit=Commit(sha='4d33035dd296826bbde200e17e5281910ac8be13', date_utc='2022-04-20T08:37:44Z', message='Upload of Allelelist_history.txt for IPD-IMGT/HLA Release 3.48.0', html_url='https://github.com/ANHIG/IMGTHLA/commit/4d33035dd296826bbde200e17e5281910ac8be13'), input_parameters=None, status=None), ExecutionHistoryItem(version=3480, execution_date_utc=None, commit=Commit(sha='4a13df461c42f970a099de77377f309995e7995c', date_utc='2022-04-19T08:30:24Z', message=\"Merge branch '3480' into Latest\", html_url='https://github.com/ANHIG/IMGTHLA/commit/4a13df461c42f970a099de77377f309995e7995c'), input_parameters=None, status=None), ExecutionHistoryItem(version=3480, execution_date_utc=None, commit=Commit(sha='5e1d9764c8e96749bc11d52807eea1f7cc38ce5c', date_utc='2022-04-14T11:01:59Z', message='Updated md5checksums', html_url='https://github.com/ANHIG/IMGTHLA/commit/5e1d9764c8e96749bc11d52807eea1f7cc38ce5c'), input_parameters=None, status=None), ExecutionHistoryItem(version=3480, execution_date_utc=None, commit=Commit(sha='ecd63776c6225af0cf8bcc9fa9c6998d3129fb14', date_utc='2022-04-14T11:00:42Z', message='IPD-IMGT/HLA Release 3.48.0', html_url='https://github.com/ANHIG/IMGTHLA/commit/ecd63776c6225af0cf8bcc9fa9c6998d3129fb14'), input_parameters=None, status=None), ExecutionHistoryItem(version=3470, execution_date_utc=None, commit=Commit(sha='cada41a6bfac5a8bf88ed2107a0b856b9b9785a0', date_utc='2022-03-15T14:27:59Z', message='Merge pull request #299 from ANHIG/3470\\n\\nUpdate to xml/hla.xml.zip correcting meta data', html_url='https://github.com/ANHIG/IMGTHLA/commit/cada41a6bfac5a8bf88ed2107a0b856b9b9785a0'), input_parameters=None, status=None), ExecutionHistoryItem(version=3470, execution_date_utc=None, commit=Commit(sha='db33aee5dc0b44251b64ff4c2e2f05d59e4e3a2d', date_utc='2022-03-15T14:27:31Z', message='Update to xml/hla.xml.zip correcting meta data', html_url='https://github.com/ANHIG/IMGTHLA/commit/db33aee5dc0b44251b64ff4c2e2f05d59e4e3a2d'), input_parameters=None, status=None), ExecutionHistoryItem(version=3470, execution_date_utc=None, commit=Commit(sha='207cdce7fef5dae54fdad4cc4f933ebd1ab13c5e', date_utc='2022-02-10T15:36:59Z', message='Merge pull request #296 from ANHIG/3470\\n\\nCorrection of HLA P Groups in hla.xml', html_url='https://github.com/ANHIG/IMGTHLA/commit/207cdce7fef5dae54fdad4cc4f933ebd1ab13c5e'), input_parameters=None, status=None), ExecutionHistoryItem(version=3470, execution_date_utc=None, commit=Commit(sha='8ab272288e81fa9a49fd4765579b066c2c03cc10', date_utc='2022-02-10T15:26:19Z', message='Correction of HLA P Groups in hla.xml', html_url='https://github.com/ANHIG/IMGTHLA/commit/8ab272288e81fa9a49fd4765579b066c2c03cc10'), input_parameters=None, status=None), ExecutionHistoryItem(version=3470, execution_date_utc=None, commit=Commit(sha='d4c410cd91618a8a74a7763598e499f6a8aa168b', date_utc='2022-01-14T15:25:23Z', message='Merge pull request #292 from ANHIG/3470\\n\\n3470', html_url='https://github.com/ANHIG/IMGTHLA/commit/d4c410cd91618a8a74a7763598e499f6a8aa168b'), input_parameters=None, status=None), ExecutionHistoryItem(version=3470, execution_date_utc=None, commit=Commit(sha='db46d2a0209720c5fa0ab8b03403f7009f69d2d6', date_utc='2022-01-14T12:27:52Z', message=\"Merge branch '3470' of github.com:ANHIG/IMGTHLA into 3470\", html_url='https://github.com/ANHIG/IMGTHLA/commit/db46d2a0209720c5fa0ab8b03403f7009f69d2d6'), input_parameters=None, status=None), ExecutionHistoryItem(version=3470, execution_date_utc=None, commit=Commit(sha='ebb3d8c6aa383567bb7794cacf745b1c82efbb7f', date_utc='2022-01-14T12:27:35Z', message='IPD-IMGT/HLA Release 3.47.0', html_url='https://github.com/ANHIG/IMGTHLA/commit/ebb3d8c6aa383567bb7794cacf745b1c82efbb7f'), input_parameters=None, status=None), ExecutionHistoryItem(version=3470, execution_date_utc=None, commit=Commit(sha='fc712c5a4dd00f534e845982a29f46a14e22b292', date_utc='2022-01-14T08:05:58Z', message='Update README.md\\n\\nUpdate sponsorship contact and malformed section header', html_url='https://github.com/ANHIG/IMGTHLA/commit/fc712c5a4dd00f534e845982a29f46a14e22b292'), input_parameters=None, status=None), ExecutionHistoryItem(version=3470, execution_date_utc=None, commit=Commit(sha='239bf68f403bbdbabb43fa0277040f4dda2b2aff', date_utc='2022-01-13T20:33:38Z', message='Merge pull request #291 from ANHIG/3470\\n\\n3470', html_url='https://github.com/ANHIG/IMGTHLA/commit/239bf68f403bbdbabb43fa0277040f4dda2b2aff'), input_parameters=None, status=None), ExecutionHistoryItem(version=3470, execution_date_utc=None, commit=Commit(sha='d86bdd9983424c792691269fa10e6f022ccf2191', date_utc='2022-01-13T16:53:03Z', message='IPD-IMGT/HLA Release 3.47.0', html_url='https://github.com/ANHIG/IMGTHLA/commit/d86bdd9983424c792691269fa10e6f022ccf2191'), input_parameters=None, status=None), ExecutionHistoryItem(version=3470, execution_date_utc=None, commit=Commit(sha='06ceff14b2db920d458dc337b1100dced992e627', date_utc='2022-01-13T16:52:15Z', message='IPD-IMGT/HLA Release 3.47.0', html_url='https://github.com/ANHIG/IMGTHLA/commit/06ceff14b2db920d458dc337b1100dced992e627'), input_parameters=None, status=None)])})"
+      ]
+     },
+     "execution_count": 21,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "source_config"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# write config locally\n",
+    "with open(\"source-config.json\", \"w\") as f:\n",
+    "    json.dump(source_config.dict(), f, indent=4)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": ".venv",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.9.16"
+  },
+  "orig_nbformat": 4
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/notebooks/track_releases/source-config.json b/notebooks/track_releases/source-config.json
new file mode 100644
index 00000000..9142b299
--- /dev/null
+++ b/notebooks/track_releases/source-config.json
@@ -0,0 +1,491 @@
+{
+    "created_at_utc": "2023-04-25T02:35:07Z",
+    "updated_at_utc": "2023-04-25T02:35:07Z",
+    "repositories": {
+        "ANHIG/IMGTHLA": {
+            "owner": "ANHIG",
+            "name": "IMGTHLA",
+            "url": "https://github.com/ANHIG/IMGTHLA",
+            "tracked_assets": [
+                "hla.dat",
+                "msf/"
+            ],
+            "default_input_parameters": {
+                "align": false,
+                "kir": false,
+                "mem_profile": false,
+                "limit": "1000"
+            },
+            "execution_history": [
+                {
+                    "version": 3520,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "38398a75e9762ff070d8e9bd714d074332646cd7",
+                        "date_utc": "2023-04-17T16:03:52Z",
+                        "message": "Merge pull request #334 from ANHIG/3520\n\nIPD-IMGT/HLA Release 3.52.0",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/38398a75e9762ff070d8e9bd714d074332646cd7"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3520,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "def376dc6955b339b17f0a4b840e80eb6b9c744b",
+                        "date_utc": "2023-04-17T16:01:01Z",
+                        "message": "IPD-IMGT/HLA Release 3.52.0",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/def376dc6955b339b17f0a4b840e80eb6b9c744b"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3510,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "5f2c562056f8ffa89aeea0631f2a52300ee0de17",
+                        "date_utc": "2023-01-13T10:04:48Z",
+                        "message": "Merge pull request #325 from ANHIG/3510\n\n3510",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/5f2c562056f8ffa89aeea0631f2a52300ee0de17"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3510,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "4b8432c7d56121c84d6ef1d75a1c7185c628c13d",
+                        "date_utc": "2023-01-12T14:47:00Z",
+                        "message": "IPD-IMGT/HLA Database Release 3.51.0\n\nUpdated the ihiw folder for 3.51.0",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/4b8432c7d56121c84d6ef1d75a1c7185c628c13d"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3510,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "4486f5c623705c6a14d9eeaba7d155cff30cdb43",
+                        "date_utc": "2023-01-12T14:36:43Z",
+                        "message": "IPD-IMGT/HLA Release 3.51.0\n\nUpdates for 3.51.0",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/4486f5c623705c6a14d9eeaba7d155cff30cdb43"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3500,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "50b790037030d958b662085c3f4cf34ba72a32ec",
+                        "date_utc": "2022-12-14T10:02:54Z",
+                        "message": "Merge pull request #323 from ANHIG/3500\n\nCorrected missing date and version field in Allelelist_history.txt",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/50b790037030d958b662085c3f4cf34ba72a32ec"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3500,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "36220a1c5c2d6954f4873a552544cc0e55b61d0a",
+                        "date_utc": "2022-12-14T10:02:28Z",
+                        "message": "Corrected missing date and version field in Allelelist_history.txt",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/36220a1c5c2d6954f4873a552544cc0e55b61d0a"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3500,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "e941759874365cb152a3562c22d10847d10db326",
+                        "date_utc": "2022-10-14T08:47:37Z",
+                        "message": "Merge pull request #318 from ANHIG/3500\n\nhla.dat file for IPD-IMGT/HLA Release 3.50.0",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/e941759874365cb152a3562c22d10847d10db326"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3500,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "2d38d3313229fdc5f8aa00052a2db21b35be3d2d",
+                        "date_utc": "2022-10-14T08:46:01Z",
+                        "message": "hla.dat file for IPD-IMGT/HLA Release 3.50.0",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/2d38d3313229fdc5f8aa00052a2db21b35be3d2d"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3500,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "1ce31fc9e2805034578eff60a269c02176f03252",
+                        "date_utc": "2022-10-13T13:06:12Z",
+                        "message": "Merge pull request #317 from ANHIG/3500\n\nIPD-IMGT/HLA Release 3.50.0",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/1ce31fc9e2805034578eff60a269c02176f03252"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3500,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "2c631a4b61d529ff1c0635750888f6f6d79c2703",
+                        "date_utc": "2022-10-13T12:58:37Z",
+                        "message": "IPD-IMGT/HLA Release 3.50.0",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/2c631a4b61d529ff1c0635750888f6f6d79c2703"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3490,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "12b4b94bb49b4640fa48a1182cc9b1e1fbf7e816",
+                        "date_utc": "2022-08-25T15:44:07Z",
+                        "message": "Merge pull request #315 from ANHIG/3490\n\nRemoval of duplicate \"KW   Human MHC;\" in hla.dat; Removal of empty 3\u2026",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/12b4b94bb49b4640fa48a1182cc9b1e1fbf7e816"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3490,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "8f80f24d49797595d8a18b8d4d1f59846fbf3fe1",
+                        "date_utc": "2022-08-25T15:43:12Z",
+                        "message": "Removal of duplicate \"KW   Human MHC;\" in hla.dat; Removal of empty 3'UTR in DQB1*03:480Q",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/8f80f24d49797595d8a18b8d4d1f59846fbf3fe1"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3490,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "a9680a9e80e2c119d4aa41f90e5f40cef6e7df02",
+                        "date_utc": "2022-08-21T09:31:21Z",
+                        "message": "Merge pull request #314 from ANHIG/3490\n\nCorrected DRA*01:01:01:01 P group (DRA*01:01P)",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/a9680a9e80e2c119d4aa41f90e5f40cef6e7df02"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3490,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "1fd937e6c0ff8452f64152aec9632f0586f981d1",
+                        "date_utc": "2022-08-21T09:29:01Z",
+                        "message": "Corrected DRA*01:01:01:01 P group (DRA*01:01P)",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/1fd937e6c0ff8452f64152aec9632f0586f981d1"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3490,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "50e92c677f4cd547c32bb9305269a762a9595074",
+                        "date_utc": "2022-07-23T12:54:16Z",
+                        "message": "Merge pull request #310 from ANHIG/3490\n\nAdded additional space in DRB_prot.txt, DRB_nuc.txt and DRB1_gen.txt \u2026",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/50e92c677f4cd547c32bb9305269a762a9595074"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3490,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "8732e7d4739a911e01f69d2c5bda82ca15ca68a9",
+                        "date_utc": "2022-07-23T12:53:45Z",
+                        "message": "Added additional space in DRB_prot.txt, DRB_nuc.txt and DRB1_gen.txt due to DRB1*15:200:01:01N and DRB1*15:200:01:02N",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/8732e7d4739a911e01f69d2c5bda82ca15ca68a9"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3490,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "536e8833f3be4bbcffbfba43cd0b3043c5bf4068",
+                        "date_utc": "2022-07-15T08:21:31Z",
+                        "message": "Merge pull request #308 from ANHIG/3490\n\n3490",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/536e8833f3be4bbcffbfba43cd0b3043c5bf4068"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3490,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "c90cc62006b35061c8db4b6f8da1b86de7650b23",
+                        "date_utc": "2022-07-15T08:20:46Z",
+                        "message": "Merge branch 'Latest' into 3490",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/c90cc62006b35061c8db4b6f8da1b86de7650b23"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3490,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "1a3be9a5d01a414854ff3bfacd5257c14adeefa2",
+                        "date_utc": "2022-07-14T13:40:17Z",
+                        "message": "IPD-IMGT/HLA Release 3.49.0",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/1a3be9a5d01a414854ff3bfacd5257c14adeefa2"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3490,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "4863b8f0a070d70836dfbdc00bdf70aa7bb66345",
+                        "date_utc": "2022-07-14T12:31:36Z",
+                        "message": "IPD-IMGT/HLA Release 3.49.0",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/4863b8f0a070d70836dfbdc00bdf70aa7bb66345"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3480,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "72a9e28a52c9629dd63dfad5f215cdc562e2fd7e",
+                        "date_utc": "2022-07-14T12:28:41Z",
+                        "message": "IPD-IMGT/HLA Release 3.49.0",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/72a9e28a52c9629dd63dfad5f215cdc562e2fd7e"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3480,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "dddc6afc29de895f4131693e17b3cc856ff23f8d",
+                        "date_utc": "2022-07-14T12:27:25Z",
+                        "message": "IPD-IMGT/HLA Release 3.49.0",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/dddc6afc29de895f4131693e17b3cc856ff23f8d"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3480,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "d1dd2ac5e2b6a8abef9e33ed397807ece52a22fe",
+                        "date_utc": "2022-04-20T08:39:00Z",
+                        "message": "Merge pull request #305 from ANHIG/3480\n\nUpload of Allelelist_history.txt for IPD-IMGT/HLA Release 3.48.0",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/d1dd2ac5e2b6a8abef9e33ed397807ece52a22fe"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3480,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "4d33035dd296826bbde200e17e5281910ac8be13",
+                        "date_utc": "2022-04-20T08:37:44Z",
+                        "message": "Upload of Allelelist_history.txt for IPD-IMGT/HLA Release 3.48.0",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/4d33035dd296826bbde200e17e5281910ac8be13"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3480,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "4a13df461c42f970a099de77377f309995e7995c",
+                        "date_utc": "2022-04-19T08:30:24Z",
+                        "message": "Merge branch '3480' into Latest",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/4a13df461c42f970a099de77377f309995e7995c"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3480,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "5e1d9764c8e96749bc11d52807eea1f7cc38ce5c",
+                        "date_utc": "2022-04-14T11:01:59Z",
+                        "message": "Updated md5checksums",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/5e1d9764c8e96749bc11d52807eea1f7cc38ce5c"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3480,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "ecd63776c6225af0cf8bcc9fa9c6998d3129fb14",
+                        "date_utc": "2022-04-14T11:00:42Z",
+                        "message": "IPD-IMGT/HLA Release 3.48.0",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/ecd63776c6225af0cf8bcc9fa9c6998d3129fb14"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3470,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "cada41a6bfac5a8bf88ed2107a0b856b9b9785a0",
+                        "date_utc": "2022-03-15T14:27:59Z",
+                        "message": "Merge pull request #299 from ANHIG/3470\n\nUpdate to xml/hla.xml.zip correcting meta data",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/cada41a6bfac5a8bf88ed2107a0b856b9b9785a0"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3470,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "db33aee5dc0b44251b64ff4c2e2f05d59e4e3a2d",
+                        "date_utc": "2022-03-15T14:27:31Z",
+                        "message": "Update to xml/hla.xml.zip correcting meta data",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/db33aee5dc0b44251b64ff4c2e2f05d59e4e3a2d"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3470,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "207cdce7fef5dae54fdad4cc4f933ebd1ab13c5e",
+                        "date_utc": "2022-02-10T15:36:59Z",
+                        "message": "Merge pull request #296 from ANHIG/3470\n\nCorrection of HLA P Groups in hla.xml",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/207cdce7fef5dae54fdad4cc4f933ebd1ab13c5e"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3470,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "8ab272288e81fa9a49fd4765579b066c2c03cc10",
+                        "date_utc": "2022-02-10T15:26:19Z",
+                        "message": "Correction of HLA P Groups in hla.xml",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/8ab272288e81fa9a49fd4765579b066c2c03cc10"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3470,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "d4c410cd91618a8a74a7763598e499f6a8aa168b",
+                        "date_utc": "2022-01-14T15:25:23Z",
+                        "message": "Merge pull request #292 from ANHIG/3470\n\n3470",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/d4c410cd91618a8a74a7763598e499f6a8aa168b"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3470,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "db46d2a0209720c5fa0ab8b03403f7009f69d2d6",
+                        "date_utc": "2022-01-14T12:27:52Z",
+                        "message": "Merge branch '3470' of github.com:ANHIG/IMGTHLA into 3470",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/db46d2a0209720c5fa0ab8b03403f7009f69d2d6"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3470,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "ebb3d8c6aa383567bb7794cacf745b1c82efbb7f",
+                        "date_utc": "2022-01-14T12:27:35Z",
+                        "message": "IPD-IMGT/HLA Release 3.47.0",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/ebb3d8c6aa383567bb7794cacf745b1c82efbb7f"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3470,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "fc712c5a4dd00f534e845982a29f46a14e22b292",
+                        "date_utc": "2022-01-14T08:05:58Z",
+                        "message": "Update README.md\n\nUpdate sponsorship contact and malformed section header",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/fc712c5a4dd00f534e845982a29f46a14e22b292"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3470,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "239bf68f403bbdbabb43fa0277040f4dda2b2aff",
+                        "date_utc": "2022-01-13T20:33:38Z",
+                        "message": "Merge pull request #291 from ANHIG/3470\n\n3470",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/239bf68f403bbdbabb43fa0277040f4dda2b2aff"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3470,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "d86bdd9983424c792691269fa10e6f022ccf2191",
+                        "date_utc": "2022-01-13T16:53:03Z",
+                        "message": "IPD-IMGT/HLA Release 3.47.0",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/d86bdd9983424c792691269fa10e6f022ccf2191"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3470,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "06ceff14b2db920d458dc337b1100dced992e627",
+                        "date_utc": "2022-01-13T16:52:15Z",
+                        "message": "IPD-IMGT/HLA Release 3.47.0",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/06ceff14b2db920d458dc337b1100dced992e627"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                }
+            ]
+        }
+    }
+}
\ No newline at end of file
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 4d189483..879efb2c 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -2,7 +2,7 @@ requests
 numpy
 py-ard==0.9.1
 py-gfe==1.1.5
-lxml==4.6.3
+lxml==4.9.2
 Pympler==0.9
 awscli==1.18.159
 boto3==1.15.3
\ No newline at end of file

From fa9ae0f7be078ecad663c9482ea6525057ca4856 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Mon, 24 Apr 2023 19:45:11 -0700
Subject: [PATCH 008/367] update function modules

---
 .../functions/get_repo_updates/src/app.py     |  7 ++
 .../get_repo_updates/src/utils/types.py       | 94 ++++++++++++-------
 .../get_repo_updates/src/utils/utils.py       | 34 ++++++-
 3 files changed, 95 insertions(+), 40 deletions(-)

diff --git a/gfe-db/pipeline/functions/get_repo_updates/src/app.py b/gfe-db/pipeline/functions/get_repo_updates/src/app.py
index e69de29b..a22f9bb3 100644
--- a/gfe-db/pipeline/functions/get_repo_updates/src/app.py
+++ b/gfe-db/pipeline/functions/get_repo_updates/src/app.py
@@ -0,0 +1,7 @@
+import os
+import logging
+
+# set up logging
+logger = logging.getLogger()
+logger.setLevel(logging.INFO)
+
diff --git a/gfe-db/pipeline/functions/get_repo_updates/src/utils/types.py b/gfe-db/pipeline/functions/get_repo_updates/src/utils/types.py
index 8d1adc46..2d79a035 100644
--- a/gfe-db/pipeline/functions/get_repo_updates/src/utils/types.py
+++ b/gfe-db/pipeline/functions/get_repo_updates/src/utils/types.py
@@ -1,15 +1,44 @@
 import re
-from typing import List, Optional, Dict
+from typing import Optional
 from pydantic import BaseModel, validator
 
+
+valid_statuses = ["SUCCESS", "PENDING", "SKIPPED", "FAILED", "IN_PROGRESS", None]
+
 # validate that date field is ISO 8601 format with timezone
 def date_is_iso_8601_with_timezone(v):
     if not re.match(r'^\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2}Z$', v):
-        raise ValueError('date must be in ISO 8601 format with timezone')
+        raise ValueError("Date must be in ISO 8601 format with timezone")
+    return v
+
+# validate that url is a valid URL
+def url_is_valid(v):
+    if not re.match(r'^https?://', v):
+        raise ValueError("Url must be a valid URL")
     return v
 
 ### Source Config Models ###
-class InputParameterConfig(BaseModel):
+class Commit(BaseModel):
+    sha: str
+    date_utc: str
+    message: Optional[str]
+    html_url: str
+
+    # validate that commit_sha is a 40 character hex string
+    @validator('sha')
+    def commit_sha_is_hex(cls, v):
+        if not re.match(r'^[0-9a-f]{40}$', v):
+            raise ValueError("Commit sha must be a 40 character hex string")
+        return v
+
+    # validate that date is ISO 8601 format with timezone
+    @validator('date_utc')
+    def date_utc_is_iso_8601_with_timezone(cls, v):
+        return date_is_iso_8601_with_timezone(v)
+    
+    # TODO: validate that html_url is a valid URL for a commit
+
+class InputParameters(BaseModel):
     align: bool
     kir: bool
     mem_profile: bool
@@ -19,40 +48,28 @@ class InputParameterConfig(BaseModel):
     @validator('limit')
     def limit_is_integer(cls, v):
         if not v.isnumeric():
-            raise ValueError('limit must be an integer')
+            raise ValueError("Limit must be an integer")
         return v
+    
 
-# TODO add commit_date, execution_date, commit_url
 class ExecutionHistoryItem(BaseModel):
     version: int
-    commit_sha: str
-    commit_date_utc: str
-    commit_url: str
-    execution_date_utc: str
-    status: str
-    input_parameters: InputParameterConfig
+    execution_date_utc: Optional[str]
+    commit: Commit
+    input_parameters: Optional[InputParameters]
+    status: Optional[str]
+
+    @validator('status')
+    def status_is_valid(cls, v):
+        if v not in valid_statuses:
+            raise ValueError(f"Status must be one of {valid_statuses}")
+        return v
 
     # validate that version is a 4 digit number, position 0 is a number between 1 and 9, and position 1:2 is a number between 0 and 99 and position 3 is 0
     @validator('version')
     def version_is_valid(cls, v):
         if not re.match(r'^[1-9][0-9]{2}0$', str(v)):
-            raise ValueError("version must match '^[1-9][0-9]{2}0$'")
-        return v
-
-    # validate that commit_sha is a 40 character hex string
-    @validator('commit_sha')
-    def commit_sha_is_hex(cls, v):
-        if not re.match(r'^[0-9a-f]{40}$', v):
-            raise ValueError('commit_sha must be a 40 character hex string')
-        return v
-
-    _date_is_iso_8601_with_timezone = validator('commit_date_utc', 'execution_date_utc', allow_reuse=True)(date_is_iso_8601_with_timezone)
-    
-    # validate the status is on of 'SUCCESS', 'FAILURE', or 'IN_PROGRESS'
-    @validator('status')
-    def status_is_valid(cls, v):
-        if v not in ["SUCCESS", "PENDING", "SKIPPED", "FAILED", "IN_PROGRESS"]:
-            raise ValueError('status must be one of "SUCCESS", "PENDING", "SKIPPED", "FAILED", or "IN_PROGRESS"')
+            raise ValueError("Version must match '^[1-9][0-9]{2}0$'")
         return v
 
 class RepositoryConfig(BaseModel):
@@ -60,23 +77,30 @@ class RepositoryConfig(BaseModel):
     name: str
     url: str
     tracked_assets: list[str]
-    default_input_parameters: InputParameterConfig
+    default_input_parameters: InputParameters
     execution_history: list[ExecutionHistoryItem]
 
     # validate that the url is a valid URL
     @validator('url')
     def url_is_valid(cls, v):
-        if not re.match(r'^https?://', v):
-            raise ValueError('url must be a valid URL')
-        return v
+        return url_is_valid(v)
     
     # validate that execution_history is sorted by date descending
     @validator('execution_history')
-    def execution_history_is_sorted_by_date_descending(cls, v):
+    def execution_history_is_sorted_by_execution_date_descending(cls, v):
         for i in range(0, len(v) - 1):
-            if v[i].date < v[i+1].date:
-                raise ValueError('execution_history must be sorted by date descending')
+            if v[i].commit.date_utc < v[i+1].commit.date_utc:
+                raise ValueError("'execution_history' array must be sorted by 'execution_date_utc' descending")
         return v
 
 class SourceConfig(BaseModel):
+    created_at_utc: str
+    updated_at_utc: str
     repositories: dict[str, RepositoryConfig]
+
+    # validate dates are ISO 8601 format with timezone for created_at_utc, updated_at_utc
+    @validator('created_at_utc', 'updated_at_utc')
+    def date_utc_is_iso_8601_with_timezone(cls, v):
+        return date_is_iso_8601_with_timezone(v)
+    
+
diff --git a/gfe-db/pipeline/functions/get_repo_updates/src/utils/utils.py b/gfe-db/pipeline/functions/get_repo_updates/src/utils/utils.py
index 79a5efe2..94cf95c3 100644
--- a/gfe-db/pipeline/functions/get_repo_updates/src/utils/utils.py
+++ b/gfe-db/pipeline/functions/get_repo_updates/src/utils/utils.py
@@ -4,6 +4,7 @@
 import json
 import requests
 import boto3
+from botocore.exceptions import ClientError
 from .types import SourceConfig
 from .constants import AWS_REGION, GITHUB_PERSONAL_ACCESS_TOKEN
 
@@ -59,8 +60,8 @@ def read_s3_json(bucket, key):
             Key=key)
         return json.loads(response["Body"].read().decode())
         
-    except Exception as err:
-        logger.error(f'Failed to read config file to s3://{bucket}/{key}. HTTPStatusCode: {response["ResponseMetadata"]["HTTPStatusCode"]}')
+    except ClientError as err:
+        logger.error(f'Failed to read config file to s3://{bucket}/{key}')
         raise err
 
 
@@ -88,16 +89,21 @@ def write_source_config(bucket, key, source_config: SourceConfig):
     write_s3_json(bucket, key, source_config.dict())
 
 
-def get_commits(owner, repo, per_page=100):
+def list_commits(owner, repo, **kwargs):
     """Return a list of GitHub commits for the specified repository"""
 
     base_url = 'https://api.github.com'
 
     # Endpoint
-    endpoint = f'/repos/{owner}/{repo}/commits?per_page={per_page}'
+    endpoint = f'/repos/{owner}/{repo}/commits'
 
     url = base_url + endpoint
 
+    params = {
+        'per_page': kwargs.get('per_page'),
+        'page': kwargs.get('page'),
+    }
+
     # Headers
     headers = {
         'Authorization': f'token {GITHUB_PERSONAL_ACCESS_TOKEN}',
@@ -106,11 +112,29 @@ def get_commits(owner, repo, per_page=100):
         'X-GitHub-Api-Version': '2022-11-28'
     }
 
-    response = requests.get(url, headers=headers)
+    response = requests.get(url, headers=headers, params=params)
 
     return response.json()
 
 
+def paginate_commits(owner, repo, start_page=1, per_page=100, **kwargs):
+
+    page = start_page
+    commits = []
+    while True:
+        response = list_commits(owner, repo, page=page, per_page=per_page, **kwargs)
+        if len(response) == 0:
+            break
+        logger.debug(f"Page {page}: {len(response)} commits")
+        commits.extend(response)
+        page += 1
+        
+    if len(commits) == 0:
+        raise ValueError("No commits found")
+    
+    return commits
+
+
 def get_commit(owner, repo, commit_sha):
     """Return the commit for the specified repository and commit SHA"""
 

From cef769a54461cf7f7338c02965ddef3c1fd6f5a7 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Tue, 25 Apr 2023 11:44:46 -0700
Subject: [PATCH 009/367] fetch commit data and reshape in source config build

---
 .gitignore                                    |   7 +-
 scripts/build_source_config/__init__.py       |   0
 scripts/build_source_config/main.py           | 152 ++++++++
 scripts/build_source_config/utils/__init__.py |   1 +
 .../build_source_config/utils/constants.py    |  12 +
 scripts/build_source_config/utils/types.py    | 106 +++++
 scripts/build_source_config/utils/utils.py    | 363 ++++++++++++++++++
 7 files changed, 640 insertions(+), 1 deletion(-)
 create mode 100644 scripts/build_source_config/__init__.py
 create mode 100644 scripts/build_source_config/main.py
 create mode 100644 scripts/build_source_config/utils/__init__.py
 create mode 100644 scripts/build_source_config/utils/constants.py
 create mode 100644 scripts/build_source_config/utils/types.py
 create mode 100644 scripts/build_source_config/utils/utils.py

diff --git a/.gitignore b/.gitignore
index f66dfd15..196b03da 100755
--- a/.gitignore
+++ b/.gitignore
@@ -88,6 +88,11 @@ packaged.yaml
 samconfig.toml
 
 # Project files
+
+## Script outputs
+_cache/
+
+## Miscellaneous
 tags
 data/
 *.pem
@@ -103,4 +108,4 @@ payload.json
 response.json
 neo4j.conf
 gfedb.zip
-reports/
\ No newline at end of file
+reports/
diff --git a/scripts/build_source_config/__init__.py b/scripts/build_source_config/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/scripts/build_source_config/main.py b/scripts/build_source_config/main.py
new file mode 100644
index 00000000..1654f4c3
--- /dev/null
+++ b/scripts/build_source_config/main.py
@@ -0,0 +1,152 @@
+"""
+Builds the source config file for the given repository source.
+"""
+import os
+import sys
+sys.path.append("/Users/ammon/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/scripts/")
+from pathlib import Path
+import logging
+logging.basicConfig(level=logging.INFO)
+logger = logging.getLogger(__name__)
+from datetime import datetime
+utc_now = datetime.utcnow().strftime("%Y-%m-%dT%H:%M:%SZ")
+import re
+import json
+from build_source_config.utils.types import SourceConfig
+from build_source_config.utils import (
+    cache,
+    paginate_commits,
+    flatten_json,
+    get_repo_asset
+)
+
+# Environment variables
+APP_NAME = os.environ["APP_NAME"]
+GITHUB_REPOSITORY_OWNER = "ANHIG" # os.environ["GITHUB_REPOSITORY_OWNER"]
+GITHUB_REPOSITORY_NAME = "IMGTHLA" # os.environ["GITHUB_REPOSITORY_NAME"]
+DATA_BUCKET_NAME = os.environ["DATA_BUCKET_NAME"]
+PIPELINE_CONFIG_S3_PATH = os.environ["PIPELINE_CONFIG_S3_PATH"]
+
+# Paths
+output_dir = Path(f"{APP_NAME}/pipeline/config")
+
+
+def flatten_json_records(records):
+    """Flatten a list of JSON records."""
+    return [flatten_json(record) for record in records]
+
+
+def select_keys(d, keys):
+    """Selects keys from a dictionary"""
+    return {k: v for k, v in d.items() if k in keys}
+
+
+def select_fields(dataset, fields):
+    """Select the fields for each record in an array of JSON objects"""
+    return [select_keys(x, fields) for x in dataset]
+
+
+def rename_keys(d, key_names_map):
+    """Rename keys in a dictionary"""
+    return {key_names_map[k]: v for k, v in d.items()}
+
+
+def rename_fields(dataset, key_names_map):
+    """Rename fields in each record in an array of JSON objects"""
+    return [rename_keys(x, key_names_map) for x in dataset]
+
+
+if __name__ == "__main__":
+    # Fetch all commits from repo using GitHub API, will be cached
+    all_commits = paginate_commits(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME)
+    
+    # filter by select_keys
+    commit_keys = ["sha", "commit", "html_url"]
+    all_commits = select_fields(all_commits, commit_keys)
+    
+    # flatten JSON records
+    all_commits_flat = flatten_json_records(all_commits)
+    commit_keys = ["sha", "commit.author.date", "commit.message", "html_url"]
+    all_commits_flat = [select_keys(x, commit_keys) for x in all_commits_flat]
+
+    # refactor to use rename_fields
+    commit_key_names_map = {
+        "sha": "sha", 
+        "commit.author.date": "date_utc", 
+        "commit.message": "message", 
+        "html_url": "html_url"
+    }
+
+    commits = rename_fields(all_commits_flat, commit_key_names_map)
+
+    # Get the release version for each commit
+    # TODO use multithreading to speed up
+    # next we get the release version for each commit
+    release_version_re = r"# version: IPD-IMGT/HLA (\d+\.\d+\.\d+)"
+    execution_history_items = []
+    errors = 0
+    max_errors = 5
+    limit = 5
+    for idx, commit in enumerate(commits):
+        try:
+            sha = commit['sha']
+            date = commit['date_utc']
+            logger.debug(f"Getting release version for sha {sha} and date {date}")
+            allele_list = get_repo_asset(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME, "Allelelist.txt", sha)
+            release_version = int(re.search(release_version_re, allele_list).group(1).replace(".", ""))
+            logger.info(f"Found release version {release_version} for sha {sha}")
+
+            execution_history_items.append({
+                "version": release_version,
+                "execution_date_utc": None,
+                "commit": commit,
+                "input_parameters": None,
+                "status": None
+            })
+        except Exception as e:
+            errors += 1
+            logger.error(f"Error processing commit {commit['sha']}: {e}")
+            if errors >= max_errors:
+                logger.error(f"Max errors reached. Exiting loop.")
+                break
+
+        if limit is not None:
+            if idx+1 == limit:
+                break
+
+    # Build RepositoryConfig
+    repository_path = f"{GITHUB_REPOSITORY_OWNER}/{GITHUB_REPOSITORY_NAME}"
+    tracked_assets = ["hla.dat", "msf/"]
+
+    base_source_config = {
+        "created_at_utc": utc_now,
+        "updated_at_utc": utc_now,
+        "repositories": {
+            repository_path: {
+                "owner": GITHUB_REPOSITORY_OWNER,
+                "name": GITHUB_REPOSITORY_NAME,
+                "url": f"https://github.com/{repository_path}",
+                "tracked_assets": tracked_assets,
+                "default_input_parameters": {
+                    "align": "False",
+                    "kir": "False",
+                    "mem_profile": "False",
+                    "limit": "1000"
+                }
+            }
+        }
+    }
+
+    # Deserialize SourceConfig
+    base_source_config["repositories"][repository_path]["execution_history"] = execution_history_items
+    source_config = SourceConfig(**base_source_config)
+
+    # convert utc_now string to datetime object using YYYYMMDDHHMM format
+    utc_now_version = datetime.strptime(utc_now, "%Y-%m-%dT%H:%M:%SZ").strftime("%Y%m%d-%H%M")
+
+
+    # write SourceConfig locally
+    with open(output_dir / f"source-config-v{utc_now_version}.json", "w") as f:
+        json.dump(source_config.dict(), f, indent=4)
+
+exit(0)
\ No newline at end of file
diff --git a/scripts/build_source_config/utils/__init__.py b/scripts/build_source_config/utils/__init__.py
new file mode 100644
index 00000000..90f60fdd
--- /dev/null
+++ b/scripts/build_source_config/utils/__init__.py
@@ -0,0 +1 @@
+from .utils import *
\ No newline at end of file
diff --git a/scripts/build_source_config/utils/constants.py b/scripts/build_source_config/utils/constants.py
new file mode 100644
index 00000000..94b9ed9d
--- /dev/null
+++ b/scripts/build_source_config/utils/constants.py
@@ -0,0 +1,12 @@
+import os
+import logging
+from dotenv import load_dotenv, find_dotenv
+load_dotenv(find_dotenv());
+
+# Logging
+logger = logging.getLogger(__name__)
+logger.setLevel(logging.INFO)
+
+# Environment variables
+AWS_REGION = os.environ["AWS_REGION"] 
+GITHUB_PERSONAL_ACCESS_TOKEN = os.environ["GITHUB_PERSONAL_ACCESS_TOKEN"]
\ No newline at end of file
diff --git a/scripts/build_source_config/utils/types.py b/scripts/build_source_config/utils/types.py
new file mode 100644
index 00000000..2d79a035
--- /dev/null
+++ b/scripts/build_source_config/utils/types.py
@@ -0,0 +1,106 @@
+import re
+from typing import Optional
+from pydantic import BaseModel, validator
+
+
+valid_statuses = ["SUCCESS", "PENDING", "SKIPPED", "FAILED", "IN_PROGRESS", None]
+
+# validate that date field is ISO 8601 format with timezone
+def date_is_iso_8601_with_timezone(v):
+    if not re.match(r'^\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2}Z$', v):
+        raise ValueError("Date must be in ISO 8601 format with timezone")
+    return v
+
+# validate that url is a valid URL
+def url_is_valid(v):
+    if not re.match(r'^https?://', v):
+        raise ValueError("Url must be a valid URL")
+    return v
+
+### Source Config Models ###
+class Commit(BaseModel):
+    sha: str
+    date_utc: str
+    message: Optional[str]
+    html_url: str
+
+    # validate that commit_sha is a 40 character hex string
+    @validator('sha')
+    def commit_sha_is_hex(cls, v):
+        if not re.match(r'^[0-9a-f]{40}$', v):
+            raise ValueError("Commit sha must be a 40 character hex string")
+        return v
+
+    # validate that date is ISO 8601 format with timezone
+    @validator('date_utc')
+    def date_utc_is_iso_8601_with_timezone(cls, v):
+        return date_is_iso_8601_with_timezone(v)
+    
+    # TODO: validate that html_url is a valid URL for a commit
+
+class InputParameters(BaseModel):
+    align: bool
+    kir: bool
+    mem_profile: bool
+    limit: str
+
+    # validate that limit is an integer
+    @validator('limit')
+    def limit_is_integer(cls, v):
+        if not v.isnumeric():
+            raise ValueError("Limit must be an integer")
+        return v
+    
+
+class ExecutionHistoryItem(BaseModel):
+    version: int
+    execution_date_utc: Optional[str]
+    commit: Commit
+    input_parameters: Optional[InputParameters]
+    status: Optional[str]
+
+    @validator('status')
+    def status_is_valid(cls, v):
+        if v not in valid_statuses:
+            raise ValueError(f"Status must be one of {valid_statuses}")
+        return v
+
+    # validate that version is a 4 digit number, position 0 is a number between 1 and 9, and position 1:2 is a number between 0 and 99 and position 3 is 0
+    @validator('version')
+    def version_is_valid(cls, v):
+        if not re.match(r'^[1-9][0-9]{2}0$', str(v)):
+            raise ValueError("Version must match '^[1-9][0-9]{2}0$'")
+        return v
+
+class RepositoryConfig(BaseModel):
+    owner: str
+    name: str
+    url: str
+    tracked_assets: list[str]
+    default_input_parameters: InputParameters
+    execution_history: list[ExecutionHistoryItem]
+
+    # validate that the url is a valid URL
+    @validator('url')
+    def url_is_valid(cls, v):
+        return url_is_valid(v)
+    
+    # validate that execution_history is sorted by date descending
+    @validator('execution_history')
+    def execution_history_is_sorted_by_execution_date_descending(cls, v):
+        for i in range(0, len(v) - 1):
+            if v[i].commit.date_utc < v[i+1].commit.date_utc:
+                raise ValueError("'execution_history' array must be sorted by 'execution_date_utc' descending")
+        return v
+
+class SourceConfig(BaseModel):
+    created_at_utc: str
+    updated_at_utc: str
+    repositories: dict[str, RepositoryConfig]
+
+    # validate dates are ISO 8601 format with timezone for created_at_utc, updated_at_utc
+    @validator('created_at_utc', 'updated_at_utc')
+    def date_utc_is_iso_8601_with_timezone(cls, v):
+        return date_is_iso_8601_with_timezone(v)
+    
+
diff --git a/scripts/build_source_config/utils/utils.py b/scripts/build_source_config/utils/utils.py
new file mode 100644
index 00000000..570198b8
--- /dev/null
+++ b/scripts/build_source_config/utils/utils.py
@@ -0,0 +1,363 @@
+import os
+import logging
+from pathlib import Path
+from itertools import chain, starmap
+from datetime import datetime
+import json
+import requests
+import boto3
+from botocore.exceptions import ClientError
+from .types import SourceConfig
+from .constants import AWS_REGION, GITHUB_PERSONAL_ACCESS_TOKEN
+
+# Logging
+logger = logging.getLogger(__name__)
+logger.setLevel(logging.INFO)
+
+
+APP_NAME = os.environ["APP_NAME"]
+
+# boto3 session
+session = boto3.Session(region_name=AWS_REGION)
+s3 = session.client('s3')
+
+output_dir = Path(f"{APP_NAME}/pipeline/config")
+cache_dir = Path(__file__).parent / "_cache"
+
+def save_to_cache(data, var_name):
+    """Saves data to cache directory"""
+    if not cache_dir.exists():
+        cache_dir.mkdir()
+    with open(cache_dir / var_name, "w") as f:
+        json.dump(data, f, indent=4)
+
+def load_from_cache(var_name):
+    """Loads data from cache directory"""
+    with open(cache_dir / var_name, "r") as f:
+        data = json.load(f)
+    return data
+
+# implement a @cache decorator to cache the results of the function in a file or load from cache if it exists
+def cache(func):
+    """Decorator to cache function results"""
+    def wrapper(*args, **kwargs):
+        var_name = func.__name__
+        if (cache_dir / var_name).exists():
+            logger.info(f"Loading {var_name} from cache")
+            return load_from_cache(var_name)
+        else:
+            logger.info(f"Saving {var_name} to cache")
+            data = func(*args, **kwargs)
+            save_to_cache(data, var_name)
+            return data
+    return wrapper
+
+
+def flatten_json(dictionary, sep='.', skip_fields=[]):
+    """Flatten a nested json file. For a list of dictionaries, use this
+    inside a for loop before converting to pandas DataFrame."""
+
+    def unpack(parent_key, parent_value):
+        """Unpack one level of nesting in json file"""
+        # Unpack one level only!!!
+        
+        if isinstance(parent_value, dict):
+            for key, value in parent_value.items():
+                temp1 = parent_key + sep + key
+                yield temp1, value
+        elif isinstance(parent_value, list):
+            i = 0 
+            for value in parent_value:
+                temp2 = parent_key + sep +str(i) 
+                i += 1
+                yield temp2, value
+        else:
+            yield parent_key, parent_value    
+
+
+    # Keep iterating until the termination condition is satisfied
+    while True:
+        # Keep unpacking the json file until all values are atomic elements (not dictionary or list)
+        dictionary = dict(chain.from_iterable(starmap(unpack, dictionary.items())))
+        # Terminate condition: not any value in the json file is dictionary or list
+        if not any(isinstance(value, dict) for value in dictionary.values()) and \
+           not any(isinstance(value, list) for value in dictionary.values()):
+            break
+
+    return dictionary
+
+
+def read_s3_json(bucket, key):
+    """Reads config file containing the current state of branches in 
+    a GitHub repo"""
+    
+    try:
+        response = s3.get_object(
+            Bucket=bucket, 
+            Key=key)
+        return json.loads(response["Body"].read().decode())
+        
+    except ClientError as err:
+        logger.error(f'Failed to read config file to s3://{bucket}/{key}')
+        raise err
+
+
+def write_s3_json(bucket, key, data):
+    """Writes config file containing the current state of branches in 
+    a GitHub repo"""
+    
+    try:
+        response = s3.put_object(
+            Bucket=bucket, 
+            Key=key,
+            Body=json.dumps(data).encode())
+        
+    except Exception as err:
+        logger.error(f'Failed to write config file to s3://{bucket}/{key}. HTTPStatusCode: {response["ResponseMetadata"]["HTTPStatusCode"]}')
+        raise err
+
+
+def read_source_config(bucket, key):
+    data = read_s3_json(bucket, key)
+    return SourceConfig(**data)
+
+
+def write_source_config(bucket, key, source_config: SourceConfig):
+    write_s3_json(bucket, key, source_config.dict())
+
+
+def list_commits(owner, repo, **kwargs):
+    """Return a list of GitHub commits for the specified repository"""
+
+    base_url = 'https://api.github.com'
+
+    # Endpoint
+    endpoint = f'/repos/{owner}/{repo}/commits'
+
+    url = base_url + endpoint
+
+    params = {
+        'per_page': kwargs.get('per_page'),
+        'page': kwargs.get('page'),
+    }
+
+    # Headers
+    headers = {
+        'Authorization': f'token {GITHUB_PERSONAL_ACCESS_TOKEN}',
+        'Content-Type': 'application/json',
+        'Accept': 'application/vnd.github.v3+json',
+        'X-GitHub-Api-Version': '2022-11-28'
+    }
+
+    response = requests.get(url, headers=headers, params=params)
+
+    return response.json()
+
+@cache
+def paginate_commits(owner, repo, start_page=1, per_page=100, **kwargs):
+
+    page = start_page
+    commits = []
+    while True:
+        response = list_commits(owner, repo, page=page, per_page=per_page, **kwargs)
+        if len(response) == 0:
+            break
+        logger.debug(f"Page {page}: {len(response)} commits")
+        commits.extend(response)
+        page += 1
+        
+    if len(commits) == 0:
+        raise ValueError("No commits found")
+    
+    return commits
+
+
+def get_commit(owner, repo, commit_sha):
+    """Return the commit for the specified repository and commit SHA"""
+
+    base_url = 'https://api.github.com'
+
+    # Endpoint
+    endpoint = f'/repos/{owner}/{repo}/commits/{commit_sha}'
+    url = base_url + endpoint
+
+    # Headers
+    headers = {
+        'Authorization': f'token {GITHUB_PERSONAL_ACCESS_TOKEN}',
+        'Content-Type': 'application/json',
+        'Accept': 'application/vnd.github.v3+json',
+        'X-GitHub-Api-Version': '2022-11-28'
+    }
+
+    response = requests.get(url, headers=headers)
+
+    return response.json()
+
+
+def get_file_contents(owner, repo, path):
+
+    base_url = 'https://api.github.com'
+
+    # Endpoint
+    endpoint = f'/repos/{owner}/{repo}/contents/{path}'
+    url = base_url + endpoint
+
+    # Headers
+    headers = {
+        'Authorization': f'token {GITHUB_PERSONAL_ACCESS_TOKEN}',
+        'Content-Type': 'application/json',
+        'Accept': 'application/vnd.github.v3+json',
+        'X-GitHub-Api-Version': '2022-11-28'
+    }
+
+    response = requests.get(url, headers=headers)
+
+    return response.json()
+
+
+def get_commits_for_asset(owner, repo, path, since=None):
+
+    base_url = 'https://api.github.com'
+
+    # Endpoint
+    endpoint = f'/repos/{owner}/{repo}/commits'
+    url = base_url + endpoint
+
+    # Headers
+    headers = {
+        'Authorization': f'token {GITHUB_PERSONAL_ACCESS_TOKEN}',
+        'Content-Type': 'application/json',
+        'Accept': 'application/vnd.github.v3+json',
+        'X-GitHub-Api-Version': '2022-11-28'
+    }
+
+    params = {
+        'path': path,
+        # validate date is in ISO 8601 format
+        'since': since.isoformat() if isinstance(since, datetime) else since
+    }
+
+    response = requests.get(url, headers=headers, params=params)
+
+    return response.json()
+
+
+def get_repo_contents(owner, repo, path, commit_sha=None):
+
+    base_url = 'https://api.github.com'
+
+    # Endpoint
+    endpoint = f'/repos/{owner}/{repo}/contents/{path}'
+    url = base_url + endpoint
+
+    # Headers
+    headers = {
+        'Authorization': f'token {GITHUB_PERSONAL_ACCESS_TOKEN}',
+        'Content-Type': 'application/json',
+        'Accept': 'application/vnd.github.v3+json',
+        'X-GitHub-Api-Version': '2022-11-28'
+    }
+
+    params = {
+        'ref': commit_sha
+    }
+
+    response = requests.get(url, headers=headers, params=params)
+
+    return response.json()
+
+
+def get_repo_asset(owner, repo, path, commit_sha=None):
+    """Download a file from a GitHub repository"""
+    repo_contents = get_repo_contents(owner, repo, path, commit_sha)
+
+    try:
+        res = requests.get(repo_contents['download_url'])
+    except KeyError:
+        logger.error(json.dumps(repo_contents))
+        raise Exception(f'Error downloading {path}')
+    
+    if res.status_code != 200:
+        logger.error(f'Status code {res.status_code} for {path}')
+        raise Exception(f'Error downloading {path}')
+    
+    return res.text
+
+
+def get_branches(owner, repo):
+    """Fetch branches for a GitHub repository"""
+
+    base_url = 'https://api.github.com'
+
+    # Endpoint
+    endpoint = f'/repos/{owner}/{repo}/branches'
+    url = base_url + endpoint
+
+    # Headers
+    headers = {
+        'Authorization': f'token {GITHUB_PERSONAL_ACCESS_TOKEN}',
+        'Content-Type': 'application/json',
+        'Accept': 'application/vnd.github.v3+json',
+        'X-GitHub-Api-Version': '2022-11-28'
+    }
+
+    response = requests.get(url, headers=headers)
+    branches = response.json()
+
+    return branches
+
+
+def get_branch(owner, repo, branch_name):
+    """Fetch branches for a GitHub repository"""
+
+    base_url = 'https://api.github.com'
+
+    # Endpoint
+    endpoint = f'/repos/{owner}/{repo}/branches/{branch_name}'
+    url = base_url + endpoint
+
+    # Headers
+    headers = {
+        'Authorization': f'token {GITHUB_PERSONAL_ACCESS_TOKEN}',
+        'Content-Type': 'application/json',
+        'Accept': 'application/vnd.github.v3+json',
+        'X-GitHub-Api-Version': '2022-11-28'
+    }
+
+    response = requests.get(url, headers=headers)
+    branches = response.json()
+
+    return branches
+
+
+# Function to fetch pull requests
+def get_pull_requests(owner, repo):
+    url = f"https://api.github.com/repos/{owner}/{repo}/pulls?state=all"
+    
+    # Headers
+    headers = {
+        'Authorization': f'token {GITHUB_PERSONAL_ACCESS_TOKEN}',
+        'Content-Type': 'application/json',
+        'Accept': 'application/vnd.github.v3+json',
+        'X-GitHub-Api-Version': '2022-11-28'
+    }
+    response = requests.get(url, headers=headers)
+
+    if response.status_code == 200:
+        return response.json()
+    else:
+        print(f"Error: {response.status_code}")
+        return []
+    
+
+def merge_release_version_with_commit(unique_shas, release_versions):
+    # Convert release_versions to a dictionary for easier lookup
+    release_versions_dict = {sha: version for sha, version in release_versions}
+
+    # Merge the arrays using a list comprehension
+    merged_data = [(release_versions_dict[sha], sha, date) for sha, date in unique_shas]
+
+    # sort by date
+    merged_data.sort(key=lambda x: x[2])
+    
+    return merged_data
\ No newline at end of file

From f24b4fed6c9c0b3be28d13e9123621324ab16ab7 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 29 Apr 2023 10:52:51 -0700
Subject: [PATCH 010/367] fetch release for for each commit in source
 repository and build source config/state

---
 scripts/build_source_config/main.py        | 176 +++++++++++++++------
 scripts/build_source_config/utils/types.py |  14 +-
 scripts/build_source_config/utils/utils.py |  44 +++++-
 3 files changed, 173 insertions(+), 61 deletions(-)

diff --git a/scripts/build_source_config/main.py b/scripts/build_source_config/main.py
index 1654f4c3..34b8b417 100644
--- a/scripts/build_source_config/main.py
+++ b/scripts/build_source_config/main.py
@@ -8,13 +8,22 @@
 import logging
 logging.basicConfig(level=logging.INFO)
 logger = logging.getLogger(__name__)
+from typing import List, Dict
 from datetime import datetime
 utc_now = datetime.utcnow().strftime("%Y-%m-%dT%H:%M:%SZ")
 import re
 import json
-from build_source_config.utils.types import SourceConfig
+import multiprocessing
+from concurrent.futures import ThreadPoolExecutor, as_completed
+from build_source_config.utils.types import (
+    Commit,
+    InputParameters,
+    ExecutionHistoryItem,
+    RepositoryConfig,
+    SourceConfig
+)
 from build_source_config.utils import (
-    cache,
+    cache_pickle,
     paginate_commits,
     flatten_json,
     get_repo_asset
@@ -28,6 +37,8 @@
 PIPELINE_CONFIG_S3_PATH = os.environ["PIPELINE_CONFIG_S3_PATH"]
 
 # Paths
+
+# TODO arg
 output_dir = Path(f"{APP_NAME}/pipeline/config")
 
 
@@ -51,16 +62,96 @@ def rename_keys(d, key_names_map):
     return {key_names_map[k]: v for k, v in d.items()}
 
 
-def rename_fields(dataset, key_names_map):
+def rename_fields(dataset: List[dict], key_names_map: dict[str, str]):
     """Rename fields in each record in an array of JSON objects"""
     return [rename_keys(x, key_names_map) for x in dataset]
 
 
+def find_text(pattern, input_str):
+    match = re.search(pattern, input_str)
+    if match:
+        text = match.group(0)
+        return text
+
+
+def get_release_version_for_commit(commit: dict, **kwargs) -> int:
+        sha = commit['sha']
+        asset_name = kwargs['asset_name']
+        release_version_regex = kwargs['release_version_regex']
+        allele_list = get_repo_asset(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME, asset_name, sha)
+        release_version = find_text(release_version_regex, allele_list)
+        if release_version is None:
+            raise Exception(f"Release version not found for commit {sha}")
+        return int(release_version.replace(".", "")[:4])
+
+
+def process_execution_history_item(commit: Dict[str, str], asset_configs: Dict[str, str], max_errors: int, errors: int) -> Dict[str, str]:
+
+    for asset_config in asset_configs:
+        try:
+            logger.info(f"Trying config {json.dumps(asset_config)}")
+            sha = commit['sha']
+            date = commit['date_utc']
+            logger.debug(f"Getting release version for sha {sha} and date {date}")
+
+            release_version = get_release_version_for_commit(commit, **asset_config)
+            logger.info(f"Found release version {release_version} for sha {sha}")
+
+            result = {
+                "version": release_version,
+                "execution_date_utc": None,
+                "commit": Commit(**commit),
+                "input_parameters": None,
+                "status": None
+            }
+        except Exception as e:
+            # This is because Allelelist.txt for certain commits doesn't contain the release version or name
+            # Need to find another file that indicates the release version should be small
+            errors += 1
+            logger.error(f"Error processing commit {commit['sha']}: {e}")
+            if errors >= max_errors:
+                logger.error(f"Max errors reached. Exiting loop.")
+                break
+            else:
+                continue
+
+        # return error count and increment outside this function
+        return result
+
+def filter_nulls(items: List[Dict[str, str]]) -> List[Dict[str, str]]:
+    return [x for x in items if x is not None]
+
+
+def sort_execution_history_items(execution_history_items: List[Dict[str, str]], ascending=False) -> List[Dict[str, str]]:
+    return sorted(execution_history_items, key=lambda x: x.commit.date_utc, reverse=(not ascending))
+
+# limit is int or None
+@cache_pickle
+def process_execution_history_items(commits: List[Dict[str, str]], asset_configs: List[Dict[str, str]], limit: int, max_errors: int) -> List[Dict[str, str]]:
+    execution_history_items = []
+    errors = 0
+    num_cores = multiprocessing.cpu_count()
+    num_threads = max(1, num_cores - 1)  # Reserve one core for other processes
+
+    # Create a ThreadPoolExecutor with the specified number of threads
+    with ThreadPoolExecutor(max_workers=num_threads) as executor:
+        # Submit the process_commit function for each commit to the executor
+        futures = [
+            executor.submit(process_execution_history_item, commit, asset_configs, max_errors, errors)
+            for commit in commits[:limit]
+        ]
+
+        # Collect the results as they complete
+        execution_history_items = [future.result() for future in as_completed(futures)]
+
+    return sort_execution_history_items(filter_nulls(execution_history_items))
+
 if __name__ == "__main__":
+
     # Fetch all commits from repo using GitHub API, will be cached
     all_commits = paginate_commits(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME)
     
-    # filter by select_keys
+    # filter by chosen commit keys
     commit_keys = ["sha", "commit", "html_url"]
     all_commits = select_fields(all_commits, commit_keys)
     
@@ -79,72 +170,59 @@ def rename_fields(dataset, key_names_map):
 
     commits = rename_fields(all_commits_flat, commit_key_names_map)
 
-    # Get the release version for each commit
-    # TODO use multithreading to speed up
-    # next we get the release version for each commit
-    release_version_re = r"# version: IPD-IMGT/HLA (\d+\.\d+\.\d+)"
-    execution_history_items = []
-    errors = 0
+    # Get the release version for each commit    
     max_errors = 5
-    limit = 5
-    for idx, commit in enumerate(commits):
-        try:
-            sha = commit['sha']
-            date = commit['date_utc']
-            logger.debug(f"Getting release version for sha {sha} and date {date}")
-            allele_list = get_repo_asset(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME, "Allelelist.txt", sha)
-            release_version = int(re.search(release_version_re, allele_list).group(1).replace(".", ""))
-            logger.info(f"Found release version {release_version} for sha {sha}")
-
-            execution_history_items.append({
-                "version": release_version,
-                "execution_date_utc": None,
-                "commit": commit,
-                "input_parameters": None,
-                "status": None
-            })
-        except Exception as e:
-            errors += 1
-            logger.error(f"Error processing commit {commit['sha']}: {e}")
-            if errors >= max_errors:
-                logger.error(f"Max errors reached. Exiting loop.")
-                break
-
-        if limit is not None:
-            if idx+1 == limit:
-                break
+    limit = None
+    asset_configs = [
+        {
+            "asset_name": "alignments/V_nuc.txt", # commits from 3a71348 to current
+            "release_version_regex": r'[1-9]\d{0,1}\.[1-9]\d{0,2}\.0(?:\.\d{1,2})?(?=\s|$)'
+        },
+        {
+            "asset_name": "aligments/V_nuc.txt", # commits from 8632b0d to 3645f26
+            "release_version_regex": r'[1-9]\d{0,1}\.[1-9]\d{0,2}\.0(?:\.\d{1,2})?(?=\s|$)',
+        },
+        {
+            "asset_name": "Alignments/V_nuc.txt", # commits from af54d28 to 9d8f585
+            "release_version_regex": r'[1-9]\d{0,1}\.[1-9]\d{0,2}\.0(?:\.\d{1,2})?(?=\s|$)'
+        },
+        {
+            "asset_name": "V_nuc.txt", # all commits before 08e0ef9
+            "release_version_regex": r'[1-9]\d{0,1}\.[1-9]\d{0,2}\.0(?:\.\d{1,2})?(?=\s|$)',
+        },
+    ]
+
+    # Build ExecutionHistoryItem list
+    execution_history_items = process_execution_history_items(commits, asset_configs, limit, max_errors)
 
     # Build RepositoryConfig
     repository_path = f"{GITHUB_REPOSITORY_OWNER}/{GITHUB_REPOSITORY_NAME}"
     tracked_assets = ["hla.dat", "msf/"]
 
-    base_source_config = {
+    source_config = SourceConfig(**{
         "created_at_utc": utc_now,
         "updated_at_utc": utc_now,
         "repositories": {
-            repository_path: {
+            repository_path: RepositoryConfig(**{
                 "owner": GITHUB_REPOSITORY_OWNER,
                 "name": GITHUB_REPOSITORY_NAME,
                 "url": f"https://github.com/{repository_path}",
                 "tracked_assets": tracked_assets,
-                "default_input_parameters": {
+                # TODO fetch default input parameters from S3 so they are easy to update 
+                "default_input_parameters": InputParameters(**{
                     "align": "False",
                     "kir": "False",
                     "mem_profile": "False",
-                    "limit": "1000"
-                }
-            }
+                    "limit": "1000",
+                }),
+                "execution_history": [ ExecutionHistoryItem(**item) for item in execution_history_items ]
+            })
         }
-    }
-
-    # Deserialize SourceConfig
-    base_source_config["repositories"][repository_path]["execution_history"] = execution_history_items
-    source_config = SourceConfig(**base_source_config)
+    })
 
     # convert utc_now string to datetime object using YYYYMMDDHHMM format
     utc_now_version = datetime.strptime(utc_now, "%Y-%m-%dT%H:%M:%SZ").strftime("%Y%m%d-%H%M")
 
-
     # write SourceConfig locally
     with open(output_dir / f"source-config-v{utc_now_version}.json", "w") as f:
         json.dump(source_config.dict(), f, indent=4)
diff --git a/scripts/build_source_config/utils/types.py b/scripts/build_source_config/utils/types.py
index 2d79a035..7b2385f8 100644
--- a/scripts/build_source_config/utils/types.py
+++ b/scripts/build_source_config/utils/types.py
@@ -1,10 +1,15 @@
 import re
+from datetime import datetime
 from typing import Optional
 from pydantic import BaseModel, validator
 
 
 valid_statuses = ["SUCCESS", "PENDING", "SKIPPED", "FAILED", "IN_PROGRESS", None]
 
+
+def to_datetime(v, fmt="%Y-%m-%dT%H:%M:%SZ"):
+    return datetime.strptime(v, fmt)
+
 # validate that date field is ISO 8601 format with timezone
 def date_is_iso_8601_with_timezone(v):
     if not re.match(r'^\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2}Z$', v):
@@ -85,12 +90,11 @@ class RepositoryConfig(BaseModel):
     def url_is_valid(cls, v):
         return url_is_valid(v)
     
-    # validate that execution_history is sorted by date descending
+    # validate that execution_history is sorted by commit.date_utc descending
     @validator('execution_history')
-    def execution_history_is_sorted_by_execution_date_descending(cls, v):
-        for i in range(0, len(v) - 1):
-            if v[i].commit.date_utc < v[i+1].commit.date_utc:
-                raise ValueError("'execution_history' array must be sorted by 'execution_date_utc' descending")
+    def execution_history_is_sorted(cls, v):
+        if not all(v[i].commit.date_utc >= v[i+1].commit.date_utc for i in range(len(v)-1)):
+            raise ValueError("Execution history must be sorted by commit.date_utc descending")
         return v
 
 class SourceConfig(BaseModel):
diff --git a/scripts/build_source_config/utils/utils.py b/scripts/build_source_config/utils/utils.py
index 570198b8..d2cada2e 100644
--- a/scripts/build_source_config/utils/utils.py
+++ b/scripts/build_source_config/utils/utils.py
@@ -4,6 +4,7 @@
 from itertools import chain, starmap
 from datetime import datetime
 import json
+import pickle
 import requests
 import boto3
 from botocore.exceptions import ClientError
@@ -24,31 +25,60 @@
 output_dir = Path(f"{APP_NAME}/pipeline/config")
 cache_dir = Path(__file__).parent / "_cache"
 
-def save_to_cache(data, var_name):
+def save_json_to_cache(data, var_name):
     """Saves data to cache directory"""
     if not cache_dir.exists():
         cache_dir.mkdir()
     with open(cache_dir / var_name, "w") as f:
         json.dump(data, f, indent=4)
 
-def load_from_cache(var_name):
+def save_pickle_to_cache(data, var_name):
+    """Saves data to cache directory"""
+    if not cache_dir.exists():
+        cache_dir.mkdir()
+    with open(cache_dir / var_name, "wb") as f:
+        pickle.dump(data, f)
+
+def load_json_from_cache(var_name):
     """Loads data from cache directory"""
     with open(cache_dir / var_name, "r") as f:
         data = json.load(f)
     return data
 
-# implement a @cache decorator to cache the results of the function in a file or load from cache if it exists
-def cache(func):
+def load_pickle_from_cache(var_name):
+    """Loads data from cache directory"""
+    with open(cache_dir / var_name, "rb") as f:
+        data = pickle.load(f)
+    return data
+
+# implement a @cache_json decorator to cache the results of the function in a file or load from cache if it exists
+def cache_json(func):
+    """Decorator to cache function results"""
+    def wrapper(*args, **kwargs):
+        var_name = func.__name__
+        if (cache_dir / var_name).exists():
+            logger.info(f"Loading {var_name} from cache")
+            return load_json_from_cache(var_name)
+        else:
+            logger.info(f"Saving {var_name} to cache")
+            data = func(*args, **kwargs)
+            save_json_to_cache(data, var_name)
+            return data
+    return wrapper
+
+
+# rewrite the cache_json decorator to work for pickle files
+def cache_pickle(func):
     """Decorator to cache function results"""
     def wrapper(*args, **kwargs):
         var_name = func.__name__
         if (cache_dir / var_name).exists():
             logger.info(f"Loading {var_name} from cache")
-            return load_from_cache(var_name)
+            return load_pickle_from_cache(var_name)
         else:
             logger.info(f"Saving {var_name} to cache")
             data = func(*args, **kwargs)
-            save_to_cache(data, var_name)
+            save_pickle_to_cache(data, var_name)
             return data
     return wrapper
 
@@ -153,7 +183,7 @@ def list_commits(owner, repo, **kwargs):
 
     return response.json()
 
-@cache
+@cache_json
 def paginate_commits(owner, repo, start_page=1, per_page=100, **kwargs):
 
     page = start_page

From f1a25676582bba55e0cd1e6286e991410e329a9b Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Mon, 1 May 2023 14:35:57 -0700
Subject: [PATCH 011/367] refactor and fix source config build process

---
 .../get_repo_updates/src/utils/constants.py   |   4 +-
 .../get_repo_updates/src/utils/types.py       |  33 +-
 .../get_repo_updates/src/utils/utils.py       | 238 ++++++++++-
 scripts/build_source_config/main.py           | 247 ++++-------
 scripts/build_source_config/utils/__init__.py |   1 -
 .../build_source_config/utils/constants.py    |  12 -
 scripts/build_source_config/utils/types.py    | 110 -----
 scripts/build_source_config/utils/utils.py    | 393 ------------------
 8 files changed, 332 insertions(+), 706 deletions(-)
 delete mode 100644 scripts/build_source_config/utils/__init__.py
 delete mode 100644 scripts/build_source_config/utils/constants.py
 delete mode 100644 scripts/build_source_config/utils/types.py
 delete mode 100644 scripts/build_source_config/utils/utils.py

diff --git a/gfe-db/pipeline/functions/get_repo_updates/src/utils/constants.py b/gfe-db/pipeline/functions/get_repo_updates/src/utils/constants.py
index 94b9ed9d..7670299c 100644
--- a/gfe-db/pipeline/functions/get_repo_updates/src/utils/constants.py
+++ b/gfe-db/pipeline/functions/get_repo_updates/src/utils/constants.py
@@ -9,4 +9,6 @@
 
 # Environment variables
 AWS_REGION = os.environ["AWS_REGION"] 
-GITHUB_PERSONAL_ACCESS_TOKEN = os.environ["GITHUB_PERSONAL_ACCESS_TOKEN"]
\ No newline at end of file
+GITHUB_PERSONAL_ACCESS_TOKEN = os.environ["GITHUB_PERSONAL_ACCESS_TOKEN"]
+GITHUB_REPOSITORY_OWNER = os.environ["GITHUB_REPOSITORY_OWNER"]
+GITHUB_REPOSITORY_NAME = os.environ["GITHUB_REPOSITORY_NAME"]
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/get_repo_updates/src/utils/types.py b/gfe-db/pipeline/functions/get_repo_updates/src/utils/types.py
index 2d79a035..c6542093 100644
--- a/gfe-db/pipeline/functions/get_repo_updates/src/utils/types.py
+++ b/gfe-db/pipeline/functions/get_repo_updates/src/utils/types.py
@@ -1,10 +1,14 @@
 import re
+from datetime import datetime
 from typing import Optional
 from pydantic import BaseModel, validator
 
 
 valid_statuses = ["SUCCESS", "PENDING", "SKIPPED", "FAILED", "IN_PROGRESS", None]
 
+def to_datetime(v, fmt="%Y-%m-%dT%H:%M:%SZ"):
+    return datetime.strptime(v, fmt)
+
 # validate that date field is ISO 8601 format with timezone
 def date_is_iso_8601_with_timezone(v):
     if not re.match(r'^\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2}Z$', v):
@@ -85,13 +89,32 @@ class RepositoryConfig(BaseModel):
     def url_is_valid(cls, v):
         return url_is_valid(v)
     
-    # validate that execution_history is sorted by date descending
+    # validate that execution_history is sorted by commit.date_utc descending
     @validator('execution_history')
-    def execution_history_is_sorted_by_execution_date_descending(cls, v):
-        for i in range(0, len(v) - 1):
-            if v[i].commit.date_utc < v[i+1].commit.date_utc:
-                raise ValueError("'execution_history' array must be sorted by 'execution_date_utc' descending")
+    def execution_history_is_sorted(cls, v):
+        if not all(v[i].commit.date_utc >= v[i+1].commit.date_utc for i in range(len(v)-1)):
+            raise ValueError("Execution history must be sorted by commit.date_utc descending")
         return v
+    
+    # Releases are formatted as a 4 digit integer incrementing by 10 with a lower bound of 3170
+    # Based on the formatting described, validate that no releases are missing from execution_history
+    # Remember that the execution_history is sorted by commit.date_utc descending, so release versions will decrement by 10
+    @validator('execution_history')
+    def execution_history_has_no_missing_releases(cls, v):
+
+        unique_release_versions = sorted(list(set([item.version for item in v])), reverse=True)
+
+        first_version = 3170 
+        expected_version = v[0].version
+        for version in unique_release_versions:
+            if version != expected_version:
+                raise ValueError(f"Execution history is missing version {expected_version}")
+            expected_version -= 10
+
+            if version == first_version:
+                break
+
+        return v 
 
 class SourceConfig(BaseModel):
     created_at_utc: str
diff --git a/gfe-db/pipeline/functions/get_repo_updates/src/utils/utils.py b/gfe-db/pipeline/functions/get_repo_updates/src/utils/utils.py
index 94cf95c3..179ee946 100644
--- a/gfe-db/pipeline/functions/get_repo_updates/src/utils/utils.py
+++ b/gfe-db/pipeline/functions/get_repo_updates/src/utils/utils.py
@@ -1,21 +1,97 @@
+import os
 import logging
+from typing import List, Dict
+from pathlib import Path
 from itertools import chain, starmap
 from datetime import datetime
 import json
+import pickle
+import re
 import requests
+import multiprocessing
+from concurrent.futures import ThreadPoolExecutor, as_completed
 import boto3
 from botocore.exceptions import ClientError
-from .types import SourceConfig
-from .constants import AWS_REGION, GITHUB_PERSONAL_ACCESS_TOKEN
+from .types import SourceConfig, Commit
+from .constants import (
+    AWS_REGION, 
+    GITHUB_PERSONAL_ACCESS_TOKEN,
+    GITHUB_REPOSITORY_OWNER,
+    GITHUB_REPOSITORY_NAME,
+)
 
 # Logging
 logger = logging.getLogger(__name__)
 logger.setLevel(logging.INFO)
 
+
+APP_NAME = os.environ["APP_NAME"]
+
 # boto3 session
 session = boto3.Session(region_name=AWS_REGION)
 s3 = session.client('s3')
 
+output_dir = Path(f"{APP_NAME}/pipeline/config")
+cache_dir = Path(__file__).parent / "_cache"
+
+def save_json_to_cache(data, var_name):
+    """Saves data to cache directory"""
+    if not cache_dir.exists():
+        cache_dir.mkdir()
+    with open(cache_dir / var_name, "w") as f:
+        json.dump(data, f, indent=4)
+
+def save_pickle_to_cache(data, var_name):
+    """Saves data to cache directory"""
+    if not cache_dir.exists():
+        cache_dir.mkdir()
+    with open(cache_dir / var_name, "wb") as f:
+        pickle.dump(data, f)
+
+def load_json_from_cache(var_name):
+    """Loads data from cache directory"""
+    with open(cache_dir / var_name, "r") as f:
+        data = json.load(f)
+    return data
+
+def load_pickle_from_cache(var_name):
+    """Loads data from cache directory"""
+    with open(cache_dir / var_name, "rb") as f:
+        data = pickle.load(f)
+    return data
+
+# implement a @cache_json decorator to cache the results of the function in a file or load from cache if it exists
+def cache_json(func):
+    """Decorator to cache function results"""
+    def wrapper(*args, **kwargs):
+        var_name = func.__name__
+        if (cache_dir / var_name).exists():
+            logger.info(f"Loading {var_name} from cache")
+            return load_json_from_cache(var_name)
+        else:
+            logger.info(f"Saving {var_name} to cache")
+            data = func(*args, **kwargs)
+            save_json_to_cache(data, var_name)
+            return data
+    return wrapper
+
+
+# rewrite the cache_json decorator to work for pickle files
+def cache_pickle(func):
+    """Decorator to cache function results"""
+    def wrapper(*args, **kwargs):
+        var_name = func.__name__
+        if (cache_dir / var_name).exists():
+            logger.info(f"Loading {var_name} from cache")
+            return load_pickle_from_cache(var_name)
+        else:
+            logger.info(f"Saving {var_name} to cache")
+            data = func(*args, **kwargs)
+            save_pickle_to_cache(data, var_name)
+            return data
+    return wrapper
+
+
 def flatten_json(dictionary, sep='.', skip_fields=[]):
     """Flatten a nested json file. For a list of dictionaries, use this
     inside a for loop before converting to pandas DataFrame."""
@@ -116,7 +192,7 @@ def list_commits(owner, repo, **kwargs):
 
     return response.json()
 
-
+# @cache_json
 def paginate_commits(owner, repo, start_page=1, per_page=100, **kwargs):
 
     page = start_page
@@ -227,18 +303,19 @@ def get_repo_contents(owner, repo, path, commit_sha=None):
 
     response = requests.get(url, headers=headers, params=params)
 
-    return response.json()
+    # check status 
+    if response.status_code != 200:
+        logger.debug(json.dumps(response.json()))
+        raise Exception(f"Asset not found at path '{path}'")
+    else:
+        return response.json()
 
 
 def get_repo_asset(owner, repo, path, commit_sha=None):
     """Download a file from a GitHub repository"""
     repo_contents = get_repo_contents(owner, repo, path, commit_sha)
 
-    try:
-        res = requests.get(repo_contents['download_url'])
-    except KeyError:
-        logger.error(json.dumps(repo_contents))
-        raise Exception(f'Error downloading {path}')
+    res = requests.get(repo_contents['download_url'])
     
     if res.status_code != 200:
         logger.error(f'Status code {res.status_code} for {path}')
@@ -265,9 +342,7 @@ def get_branches(owner, repo):
     }
 
     response = requests.get(url, headers=headers)
-    branches = response.json()
-
-    return branches
+    return response.json()
 
 
 def get_branch(owner, repo, branch_name):
@@ -288,9 +363,7 @@ def get_branch(owner, repo, branch_name):
     }
 
     response = requests.get(url, headers=headers)
-    branches = response.json()
-
-    return branches
+    return response.json()
 
 
 # Function to fetch pull requests
@@ -313,14 +386,133 @@ def get_pull_requests(owner, repo):
         return []
     
 
-def merge_release_version_with_commit(unique_shas, release_versions):
-    # Convert release_versions to a dictionary for easier lookup
-    release_versions_dict = {sha: version for sha, version in release_versions}
+# def merge_release_version_with_commit(unique_shas, release_versions):
+#     # Convert release_versions to a dictionary for easier lookup
+#     release_versions_dict = {sha: version for sha, version in release_versions}
 
-    # Merge the arrays using a list comprehension
-    merged_data = [(release_versions_dict[sha], sha, date) for sha, date in unique_shas]
+#     # Merge the arrays using a list comprehension
+#     merged_data = [(release_versions_dict[sha], sha, date) for sha, date in unique_shas]
 
-    # sort by date
-    merged_data.sort(key=lambda x: x[2])
+#     # sort by date
+#     merged_data.sort(key=lambda x: x[2])
     
-    return merged_data
\ No newline at end of file
+#     return merged_data
+
+
+def flatten_json_records(records):
+    """Flatten a list of JSON records."""
+    return [flatten_json(record) for record in records]
+
+
+def select_keys(d, keys):
+    """Selects keys from a dictionary"""
+    return {k: v for k, v in d.items() if k in keys}
+
+
+def select_fields(dataset, fields):
+    """Select the fields for each record in an array of JSON objects"""
+    return [select_keys(x, fields) for x in dataset]
+
+
+def rename_keys(d, key_names_map):
+    """Rename keys in a dictionary"""
+    return {key_names_map[k]: v for k, v in d.items()}
+
+
+def rename_fields(dataset: List[dict], key_names_map: dict[str, str]):
+    """Rename fields in each record in an array of JSON objects"""
+    return [rename_keys(x, key_names_map) for x in dataset]
+
+
+def find_text(pattern, input_str):
+    match = re.search(pattern, input_str)
+    if match:
+        text = match.group(0)
+        return text
+
+
+def get_release_version_for_commit(commit: dict, **kwargs) -> int:
+        sha = commit['sha']
+        asset_name = kwargs['asset_name']
+        release_version_regex = kwargs['release_version_regex']
+        allele_list = get_repo_asset(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME, asset_name, sha)
+        release_version = find_text(release_version_regex, allele_list)
+        if release_version is None:
+            raise Exception(f"Release version not found for commit {sha}")
+        return int(release_version.replace(".", "")[:4])
+
+
+def filter_nulls(items: List[Dict[str, str]]) -> List[Dict[str, str]]:
+    return [x for x in items if x is not None]
+
+
+def sort_execution_history_items(execution_history_items: List[Dict[str, str]], ascending=False) -> List[Dict[str, str]]:
+    return sorted(execution_history_items, key=lambda x: x['commit'].date_utc, reverse=(not ascending))
+
+
+def process_execution_history_item(commit: Dict[str, str], asset_configs: Dict[str, str], limit: int = None) -> Dict[str, str]:
+    errors = 0
+    sha = commit['sha']
+
+    for idx, asset_config in enumerate(asset_configs):
+        try:
+            logger.info(f"Getting release version for sha {sha} from {asset_config['asset_name']}")
+            release_version = get_release_version_for_commit(commit, **asset_config)
+            logger.info(f"Found release version {release_version} ({sha})")
+
+            result = {
+                "version": release_version,
+                "execution_date_utc": None,
+                "commit": Commit(**commit),
+                "input_parameters": None,
+                "status": None
+            }
+        except Exception as e:
+            # This is because Allelelist.txt for certain commits doesn't contain the release version or name
+            # Need to find another file that indicates the release version should be small
+            errors += 1
+            logger.error(f"Error processing commit {sha}: {e}")
+            if errors == len(asset_configs):
+                # logger.error(f"Max errors reached. Exiting loop.")
+                raise Exception(f"No assets found for commit {sha}")
+            else:
+                continue
+
+        # return error count and increment outside this function
+        return result
+
+
+def parallel_process_execution_history_items(commits: List[Dict[str, str]], asset_configs: List[Dict[str, str]], limit: int = None):
+    execution_history_items = []
+    num_cores = multiprocessing.cpu_count()
+    num_threads = max(1, num_cores - 1)  # Reserve one core for other processes
+    num_threads = min(6, num_cores) # limit threads to avoid GitHub API rate limit
+
+    # Create a ThreadPoolExecutor with the specified number of threads
+    with ThreadPoolExecutor(max_workers=num_threads) as executor:
+
+        # Submit the process_commit function for each commit to the executor
+        futures = [
+            executor.submit(process_execution_history_item, commit, asset_configs)
+            for commit in commits[:limit]
+        ]
+
+        # Collect the results as they complete
+        execution_history_items = [future.result() for future in as_completed(futures)]
+
+    return sort_execution_history_items(filter_nulls(execution_history_items))
+
+# limit is int or None
+# @cache_pickle
+def process_execution_history_items(commits: List[Dict[str, str]], asset_configs: List[Dict[str, str]], limit: None, parallel: str = False) -> List[Dict[str, str]]:
+
+    if parallel == True:
+        if limit:
+            logger.warning("'limit' will not work if parallel processing is enabled")
+        return parallel_process_execution_history_items(commits, asset_configs, limit)
+    else:
+        execution_history_items = []
+        for commit in commits[:limit]:
+            execution_history_items.append(process_execution_history_item(commit, asset_configs, limit))
+
+        return sort_execution_history_items(filter_nulls(execution_history_items))
diff --git a/scripts/build_source_config/main.py b/scripts/build_source_config/main.py
index 34b8b417..4190d6ef 100644
--- a/scripts/build_source_config/main.py
+++ b/scripts/build_source_config/main.py
@@ -3,158 +3,56 @@
 """
 import os
 import sys
-sys.path.append("/Users/ammon/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/scripts/")
+
+sys.path.append(
+    "/Users/ammon/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/gfe-db/pipeline/functions/get_repo_updates"
+)
 from pathlib import Path
 import logging
+
 logging.basicConfig(level=logging.INFO)
 logger = logging.getLogger(__name__)
-from typing import List, Dict
 from datetime import datetime
+
 utc_now = datetime.utcnow().strftime("%Y-%m-%dT%H:%M:%SZ")
-import re
 import json
-import multiprocessing
-from concurrent.futures import ThreadPoolExecutor, as_completed
-from build_source_config.utils.types import (
-    Commit,
+
+# these libraries are shared from the get_repo_updates function
+from src.utils.types import (
     InputParameters,
     ExecutionHistoryItem,
     RepositoryConfig,
-    SourceConfig
+    SourceConfig,
 )
-from build_source_config.utils import (
-    cache_pickle,
+from src.utils import (
     paginate_commits,
-    flatten_json,
-    get_repo_asset
+    select_fields,
+    flatten_json_records,
+    select_keys,
+    rename_fields,
+    process_execution_history_items,
 )
 
 # Environment variables
 APP_NAME = os.environ["APP_NAME"]
-GITHUB_REPOSITORY_OWNER = "ANHIG" # os.environ["GITHUB_REPOSITORY_OWNER"]
-GITHUB_REPOSITORY_NAME = "IMGTHLA" # os.environ["GITHUB_REPOSITORY_NAME"]
+GITHUB_REPOSITORY_OWNER = "ANHIG"  # os.environ["GITHUB_REPOSITORY_OWNER"]
+GITHUB_REPOSITORY_NAME = "IMGTHLA"  # os.environ["GITHUB_REPOSITORY_NAME"]
 DATA_BUCKET_NAME = os.environ["DATA_BUCKET_NAME"]
 PIPELINE_CONFIG_S3_PATH = os.environ["PIPELINE_CONFIG_S3_PATH"]
 
-# Paths
-
-# TODO arg
-output_dir = Path(f"{APP_NAME}/pipeline/config")
-
-
-def flatten_json_records(records):
-    """Flatten a list of JSON records."""
-    return [flatten_json(record) for record in records]
-
-
-def select_keys(d, keys):
-    """Selects keys from a dictionary"""
-    return {k: v for k, v in d.items() if k in keys}
-
-
-def select_fields(dataset, fields):
-    """Select the fields for each record in an array of JSON objects"""
-    return [select_keys(x, fields) for x in dataset]
-
-
-def rename_keys(d, key_names_map):
-    """Rename keys in a dictionary"""
-    return {key_names_map[k]: v for k, v in d.items()}
-
-
-def rename_fields(dataset: List[dict], key_names_map: dict[str, str]):
-    """Rename fields in each record in an array of JSON objects"""
-    return [rename_keys(x, key_names_map) for x in dataset]
-
-
-def find_text(pattern, input_str):
-    match = re.search(pattern, input_str)
-    if match:
-        text = match.group(0)
-        return text
-
-
-def get_release_version_for_commit(commit: dict, **kwargs) -> int:
-        sha = commit['sha']
-        asset_name = kwargs['asset_name']
-        release_version_regex = kwargs['release_version_regex']
-        allele_list = get_repo_asset(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME, asset_name, sha)
-        release_version = find_text(release_version_regex, allele_list)
-        if release_version is None:
-            raise Exception(f"Release version not found for commit {sha}")
-        return int(release_version.replace(".", "")[:4])
-
-
-def process_execution_history_item(commit: Dict[str, str], asset_configs: Dict[str, str], max_errors: int, errors: int) -> Dict[str, str]:
-
-    for asset_config in asset_configs:
-        try:
-            logger.info(f"Trying config {json.dumps(asset_config)}")
-            sha = commit['sha']
-            date = commit['date_utc']
-            logger.debug(f"Getting release version for sha {sha} and date {date}")
-
-            release_version = get_release_version_for_commit(commit, **asset_config)
-            logger.info(f"Found release version {release_version} for sha {sha}")
-
-            result = {
-                "version": release_version,
-                "execution_date_utc": None,
-                "commit": Commit(**commit),
-                "input_parameters": None,
-                "status": None
-            }
-        except Exception as e:
-            # This is because Allelelist.txt for certain commits doesn't contain the release version or name
-            # Need to find another file that indicates the release version should be small
-            errors += 1
-            logger.error(f"Error processing commit {commit['sha']}: {e}")
-            if errors >= max_errors:
-                logger.error(f"Max errors reached. Exiting loop.")
-                break
-            else:
-                continue
-
-        # return error count and increment outside this function
-        return result
-
-def filter_nulls(items: List[Dict[str, str]]) -> List[Dict[str, str]]:
-    return [x for x in items if x is not None]
-
-
-def sort_execution_history_items(execution_history_items: List[Dict[str, str]], ascending=False) -> List[Dict[str, str]]:
-    return sorted(execution_history_items, key=lambda x: x.commit.date_utc, reverse=(not ascending))
-
-# limit is int or None
-@cache_pickle
-def process_execution_history_items(commits: List[Dict[str, str]], asset_configs: List[Dict[str, str]], limit: int, max_errors: int) -> List[Dict[str, str]]:
-    execution_history_items = []
-    errors = 0
-    num_cores = multiprocessing.cpu_count()
-    num_threads = max(1, num_cores - 1)  # Reserve one core for other processes
-
-    # Create a ThreadPoolExecutor with the specified number of threads
-    with ThreadPoolExecutor(max_workers=num_threads) as executor:
-        # Submit the process_commit function for each commit to the executor
-        futures = [
-            executor.submit(process_execution_history_item, commit, asset_configs, max_errors, errors)
-            for commit in commits[:limit]
-        ]
-
-        # Collect the results as they complete
-        execution_history_items = [future.result() for future in as_completed(futures)]
-
-    return sort_execution_history_items(filter_nulls(execution_history_items))
 
 if __name__ == "__main__":
+    # Paths
+    # TODO arg
+    output_dir = Path(f"{APP_NAME}/pipeline/config")
 
     # Fetch all commits from repo using GitHub API, will be cached
     all_commits = paginate_commits(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME)
-    
+
     # filter by chosen commit keys
     commit_keys = ["sha", "commit", "html_url"]
     all_commits = select_fields(all_commits, commit_keys)
-    
+
     # flatten JSON records
     all_commits_flat = flatten_json_records(all_commits)
     commit_keys = ["sha", "commit.author.date", "commit.message", "html_url"]
@@ -162,69 +60,96 @@ def process_execution_history_items(commits: List[Dict[str, str]], asset_configs
 
     # refactor to use rename_fields
     commit_key_names_map = {
-        "sha": "sha", 
-        "commit.author.date": "date_utc", 
-        "commit.message": "message", 
-        "html_url": "html_url"
+        "sha": "sha",
+        "commit.author.date": "date_utc",
+        "commit.message": "message",
+        "html_url": "html_url",
     }
 
     commits = rename_fields(all_commits_flat, commit_key_names_map)
 
-    # Get the release version for each commit    
+    # Get the release version for each commit
     max_errors = 5
     limit = None
     asset_configs = [
         {
-            "asset_name": "alignments/V_nuc.txt", # commits from 3a71348 to current
-            "release_version_regex": r'[1-9]\d{0,1}\.[1-9]\d{0,2}\.0(?:\.\d{1,2})?(?=\s|$)'
+            "asset_name": "alignments/V_nuc.txt",  # commits from 3a71348 to current
+            "release_version_regex": r"[1-9]\d{0,1}\.[1-9]\d{0,2}\.0(?:\.\d{1,2})?(?=\s|$)",
         },
         {
-            "asset_name": "aligments/V_nuc.txt", # commits from 8632b0d to 3645f26
-            "release_version_regex": r'[1-9]\d{0,1}\.[1-9]\d{0,2}\.0(?:\.\d{1,2})?(?=\s|$)',
+            "asset_name": "aligments/V_nuc.txt",  # commits from 8632b0d to 3645f26
+            "release_version_regex": r"[1-9]\d{0,1}\.[1-9]\d{0,2}\.0(?:\.\d{1,2})?(?=\s|$)",
         },
         {
-            "asset_name": "Alignments/V_nuc.txt", # commits from af54d28 to 9d8f585
-            "release_version_regex": r'[1-9]\d{0,1}\.[1-9]\d{0,2}\.0(?:\.\d{1,2})?(?=\s|$)'
+            "asset_name": "Alignments/V_nuc.txt",  # commits from af54d28 to 9d8f585
+            "release_version_regex": r"[1-9]\d{0,1}\.[1-9]\d{0,2}\.0(?:\.\d{1,2})?(?=\s|$)",
         },
         {
-            "asset_name": "V_nuc.txt", # all commits before 08e0ef9
-            "release_version_regex": r'[1-9]\d{0,1}\.[1-9]\d{0,2}\.0(?:\.\d{1,2})?(?=\s|$)',
+            "asset_name": "V_nuc.txt",  # all commits before 08e0ef9
+            "release_version_regex": r"[1-9]\d{0,1}\.[1-9]\d{0,2}\.0(?:\.\d{1,2})?(?=\s|$)",
         },
     ]
 
-    # Build ExecutionHistoryItem list
-    execution_history_items = process_execution_history_items(commits, asset_configs, limit, max_errors)
+    # Filtering out very old commits with no useful information
+    excluded_commit_shas = [
+        "08e0ef9f5c6aade40df681821a0b9caef439fe3a",
+        "6ad21b61dee3689c5ae68370d635c5ede483c851",
+        "79d13ceb388eb9dacc9e166be18cce9373f7fd1d",
+        "9f35f8fe8a2e25bb076e588e65389cac16a8ed2f",
+        "785c913f2d42abd68bcdf630ce2f58ee9b9c2579",
+        "efc06e88b56d1e6e44661ec45f192dc1186a30ad",
+    ]
+    commits = [commit for commit in commits if commit["sha"] not in excluded_commit_shas]
+
+    # Build ExecutionHistoryItem list using thread pooling    
+    execution_history_items = process_execution_history_items(
+        commits=commits,
+        asset_configs=asset_configs,
+        limit=limit,
+        parallel=True,
+    )
 
     # Build RepositoryConfig
     repository_path = f"{GITHUB_REPOSITORY_OWNER}/{GITHUB_REPOSITORY_NAME}"
     tracked_assets = ["hla.dat", "msf/"]
 
-    source_config = SourceConfig(**{
-        "created_at_utc": utc_now,
-        "updated_at_utc": utc_now,
-        "repositories": {
-            repository_path: RepositoryConfig(**{
-                "owner": GITHUB_REPOSITORY_OWNER,
-                "name": GITHUB_REPOSITORY_NAME,
-                "url": f"https://github.com/{repository_path}",
-                "tracked_assets": tracked_assets,
-                # TODO fetch default input parameters from S3 so they are easy to update 
-                "default_input_parameters": InputParameters(**{
-                    "align": "False",
-                    "kir": "False",
-                    "mem_profile": "False",
-                    "limit": "1000",
-                }),
-                "execution_history": [ ExecutionHistoryItem(**item) for item in execution_history_items ]
-            })
+    source_config = SourceConfig(
+        **{
+            "created_at_utc": utc_now,
+            "updated_at_utc": utc_now,
+            "repositories": {
+                repository_path: RepositoryConfig(
+                    **{
+                        "owner": GITHUB_REPOSITORY_OWNER,
+                        "name": GITHUB_REPOSITORY_NAME,
+                        "url": f"https://github.com/{repository_path}",
+                        "tracked_assets": tracked_assets,
+                        # TODO fetch default input parameters from S3 so they are easy to update
+                        "default_input_parameters": InputParameters(
+                            **{
+                                "align": "False",
+                                "kir": "False",
+                                "mem_profile": "False",
+                                "limit": "1000",
+                            }
+                        ),
+                        "execution_history": [
+                            ExecutionHistoryItem(**item)
+                            for item in execution_history_items
+                        ],
+                    }
+                )
+            },
         }
-    })
+    )
 
     # convert utc_now string to datetime object using YYYYMMDDHHMM format
-    utc_now_version = datetime.strptime(utc_now, "%Y-%m-%dT%H:%M:%SZ").strftime("%Y%m%d-%H%M")
+    utc_now_version = datetime.strptime(utc_now, "%Y-%m-%dT%H:%M:%SZ").strftime(
+        "%Y%m%d-%H%M"
+    )
 
     # write SourceConfig locally
     with open(output_dir / f"source-config-v{utc_now_version}.json", "w") as f:
         json.dump(source_config.dict(), f, indent=4)
 
-exit(0)
\ No newline at end of file
+exit(0)
diff --git a/scripts/build_source_config/utils/__init__.py b/scripts/build_source_config/utils/__init__.py
deleted file mode 100644
index 90f60fdd..00000000
--- a/scripts/build_source_config/utils/__init__.py
+++ /dev/null
@@ -1 +0,0 @@
-from .utils import *
\ No newline at end of file
diff --git a/scripts/build_source_config/utils/constants.py b/scripts/build_source_config/utils/constants.py
deleted file mode 100644
index 94b9ed9d..00000000
--- a/scripts/build_source_config/utils/constants.py
+++ /dev/null
@@ -1,12 +0,0 @@
-import os
-import logging
-from dotenv import load_dotenv, find_dotenv
-load_dotenv(find_dotenv());
-
-# Logging
-logger = logging.getLogger(__name__)
-logger.setLevel(logging.INFO)
-
-# Environment variables
-AWS_REGION = os.environ["AWS_REGION"] 
-GITHUB_PERSONAL_ACCESS_TOKEN = os.environ["GITHUB_PERSONAL_ACCESS_TOKEN"]
\ No newline at end of file
diff --git a/scripts/build_source_config/utils/types.py b/scripts/build_source_config/utils/types.py
deleted file mode 100644
index 7b2385f8..00000000
--- a/scripts/build_source_config/utils/types.py
+++ /dev/null
@@ -1,110 +0,0 @@
-import re
-from datetime import datetime
-from typing import Optional
-from pydantic import BaseModel, validator
-
-
-valid_statuses = ["SUCCESS", "PENDING", "SKIPPED", "FAILED", "IN_PROGRESS", None]
-
-
-def to_datetime(v, fmt="%Y-%m-%dT%H:%M:%SZ"):
-    return datetime.strptime(v, fmt)
-
-# validate that date field is ISO 8601 format with timezone
-def date_is_iso_8601_with_timezone(v):
-    if not re.match(r'^\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2}Z$', v):
-        raise ValueError("Date must be in ISO 8601 format with timezone")
-    return v
-
-# validate that url is a valid URL
-def url_is_valid(v):
-    if not re.match(r'^https?://', v):
-        raise ValueError("Url must be a valid URL")
-    return v
-
-### Source Config Models ###
-class Commit(BaseModel):
-    sha: str
-    date_utc: str
-    message: Optional[str]
-    html_url: str
-
-    # validate that commit_sha is a 40 character hex string
-    @validator('sha')
-    def commit_sha_is_hex(cls, v):
-        if not re.match(r'^[0-9a-f]{40}$', v):
-            raise ValueError("Commit sha must be a 40 character hex string")
-        return v
-
-    # validate that date is ISO 8601 format with timezone
-    @validator('date_utc')
-    def date_utc_is_iso_8601_with_timezone(cls, v):
-        return date_is_iso_8601_with_timezone(v)
-    
-    # TODO: validate that html_url is a valid URL for a commit
-
-class InputParameters(BaseModel):
-    align: bool
-    kir: bool
-    mem_profile: bool
-    limit: str
-
-    # validate that limit is an integer
-    @validator('limit')
-    def limit_is_integer(cls, v):
-        if not v.isnumeric():
-            raise ValueError("Limit must be an integer")
-        return v
-    
-
-class ExecutionHistoryItem(BaseModel):
-    version: int
-    execution_date_utc: Optional[str]
-    commit: Commit
-    input_parameters: Optional[InputParameters]
-    status: Optional[str]
-
-    @validator('status')
-    def status_is_valid(cls, v):
-        if v not in valid_statuses:
-            raise ValueError(f"Status must be one of {valid_statuses}")
-        return v
-
-    # validate that version is a 4 digit number, position 0 is a number between 1 and 9, and position 1:2 is a number between 0 and 99 and position 3 is 0
-    @validator('version')
-    def version_is_valid(cls, v):
-        if not re.match(r'^[1-9][0-9]{2}0$', str(v)):
-            raise ValueError("Version must match '^[1-9][0-9]{2}0$'")
-        return v
-
-class RepositoryConfig(BaseModel):
-    owner: str
-    name: str
-    url: str
-    tracked_assets: list[str]
-    default_input_parameters: InputParameters
-    execution_history: list[ExecutionHistoryItem]
-
-    # validate that the url is a valid URL
-    @validator('url')
-    def url_is_valid(cls, v):
-        return url_is_valid(v)
-    
-    # validate that execution_history is sorted by commit.date_utc descending
-    @validator('execution_history')
-    def execution_history_is_sorted(cls, v):
-        if not all(v[i].commit.date_utc >= v[i+1].commit.date_utc for i in range(len(v)-1)):
-            raise ValueError("Execution history must be sorted by commit.date_utc descending")
-        return v
-
-class SourceConfig(BaseModel):
-    created_at_utc: str
-    updated_at_utc: str
-    repositories: dict[str, RepositoryConfig]
-
-    # validate dates are ISO 8601 format with timezone for created_at_utc, updated_at_utc
-    @validator('created_at_utc', 'updated_at_utc')
-    def date_utc_is_iso_8601_with_timezone(cls, v):
-        return date_is_iso_8601_with_timezone(v)
-    
-
diff --git a/scripts/build_source_config/utils/utils.py b/scripts/build_source_config/utils/utils.py
deleted file mode 100644
index d2cada2e..00000000
--- a/scripts/build_source_config/utils/utils.py
+++ /dev/null
@@ -1,393 +0,0 @@
-import os
-import logging
-from pathlib import Path
-from itertools import chain, starmap
-from datetime import datetime
-import json
-import pickle
-import requests
-import boto3
-from botocore.exceptions import ClientError
-from .types import SourceConfig
-from .constants import AWS_REGION, GITHUB_PERSONAL_ACCESS_TOKEN
-
-# Logging
-logger = logging.getLogger(__name__)
-logger.setLevel(logging.INFO)
-
-
-APP_NAME = os.environ["APP_NAME"]
-
-# boto3 session
-session = boto3.Session(region_name=AWS_REGION)
-s3 = session.client('s3')
-
-output_dir = Path(f"{APP_NAME}/pipeline/config")
-cache_dir = Path(__file__).parent / "_cache"
-
-def save_json_to_cache(data, var_name):
-    """Saves data to cache directory"""
-    if not cache_dir.exists():
-        cache_dir.mkdir()
-    with open(cache_dir / var_name, "w") as f:
-        json.dump(data, f, indent=4)
-
-def save_pickle_to_cache(data, var_name):
-    """Saves data to cache directory"""
-    if not cache_dir.exists():
-        cache_dir.mkdir()
-    with open(cache_dir / var_name, "wb") as f:
-        pickle.dump(data, f)
-
-def load_json_from_cache(var_name):
-    """Loads data from cache directory"""
-    with open(cache_dir / var_name, "r") as f:
-        data = json.load(f)
-    return data
-
-def load_pickle_from_cache(var_name):
-    """Loads data from cache directory"""
-    with open(cache_dir / var_name, "rb") as f:
-        data = pickle.load(f)
-    return data
-
-# implement a @cache_json decorator to cache the results of the function in a file or load from cache if it exists
-def cache_json(func):
-    """Decorator to cache function results"""
-    def wrapper(*args, **kwargs):
-        var_name = func.__name__
-        if (cache_dir / var_name).exists():
-            logger.info(f"Loading {var_name} from cache")
-            return load_json_from_cache(var_name)
-        else:
-            logger.info(f"Saving {var_name} to cache")
-            data = func(*args, **kwargs)
-            save_json_to_cache(data, var_name)
-            return data
-    return wrapper
-
-
-# rewrite the cache_json decorator to work for pickle files
-def cache_pickle(func):
-    """Decorator to cache function results"""
-    def wrapper(*args, **kwargs):
-        var_name = func.__name__
-        if (cache_dir / var_name).exists():
-            logger.info(f"Loading {var_name} from cache")
-            return load_pickle_from_cache(var_name)
-        else:
-            logger.info(f"Saving {var_name} to cache")
-            data = func(*args, **kwargs)
-            save_pickle_to_cache(data, var_name)
-            return data
-    return wrapper
-
-
-def flatten_json(dictionary, sep='.', skip_fields=[]):
-    """Flatten a nested json file. For a list of dictionaries, use this
-    inside a for loop before converting to pandas DataFrame."""
-
-    def unpack(parent_key, parent_value):
-        """Unpack one level of nesting in json file"""
-        # Unpack one level only!!!
-        
-        if isinstance(parent_value, dict):
-            for key, value in parent_value.items():
-                temp1 = parent_key + sep + key
-                yield temp1, value
-        elif isinstance(parent_value, list):
-            i = 0 
-            for value in parent_value:
-                temp2 = parent_key + sep +str(i) 
-                i += 1
-                yield temp2, value
-        else:
-            yield parent_key, parent_value    
-
-
-    # Keep iterating until the termination condition is satisfied
-    while True:
-        # Keep unpacking the json file until all values are atomic elements (not dictionary or list)
-        dictionary = dict(chain.from_iterable(starmap(unpack, dictionary.items())))
-        # Terminate condition: not any value in the json file is dictionary or list
-        if not any(isinstance(value, dict) for value in dictionary.values()) and \
-           not any(isinstance(value, list) for value in dictionary.values()):
-            break
-
-    return dictionary
-
-
-def read_s3_json(bucket, key):
-    """Reads config file containing the current state of branches in 
-    a GitHub repo"""
-    
-    try:
-        response = s3.get_object(
-            Bucket=bucket, 
-            Key=key)
-        return json.loads(response["Body"].read().decode())
-        
-    except ClientError as err:
-        logger.error(f'Failed to read config file to s3://{bucket}/{key}')
-        raise err
-
-
-def write_s3_json(bucket, key, data):
-    """Writes config file containing the current state of branches in 
-    a GitHub repo"""
-    
-    try:
-        response = s3.put_object(
-            Bucket=bucket, 
-            Key=key,
-            Body=json.dumps(data).encode())
-        
-    except Exception as err:
-        logger.error(f'Failed to write config file to s3://{bucket}/{key}. HTTPStatusCode: {response["ResponseMetadata"]["HTTPStatusCode"]}')
-        raise err
-
-
-def read_source_config(bucket, key):
-    data = read_s3_json(bucket, key)
-    return SourceConfig(**data)
-
-
-def write_source_config(bucket, key, source_config: SourceConfig):
-    write_s3_json(bucket, key, source_config.dict())
-
-
-def list_commits(owner, repo, **kwargs):
-    """Return a list of GitHub commits for the specified repository"""
-
-    base_url = 'https://api.github.com'
-
-    # Endpoint
-    endpoint = f'/repos/{owner}/{repo}/commits'
-
-    url = base_url + endpoint
-
-    params = {
-        'per_page': kwargs.get('per_page'),
-        'page': kwargs.get('page'),
-    }
-
-    # Headers
-    headers = {
-        'Authorization': f'token {GITHUB_PERSONAL_ACCESS_TOKEN}',
-        'Content-Type': 'application/json',
-        'Accept': 'application/vnd.github.v3+json',
-        'X-GitHub-Api-Version': '2022-11-28'
-    }
-
-    response = requests.get(url, headers=headers, params=params)
-
-    return response.json()
-
-@cache_json
-def paginate_commits(owner, repo, start_page=1, per_page=100, **kwargs):
-
-    page = start_page
-    commits = []
-    while True:
-        response = list_commits(owner, repo, page=page, per_page=per_page, **kwargs)
-        if len(response) == 0:
-            break
-        logger.debug(f"Page {page}: {len(response)} commits")
-        commits.extend(response)
-        page += 1
-        
-    if len(commits) == 0:
-        raise ValueError("No commits found")
-    
-    return commits
-
-
-def get_commit(owner, repo, commit_sha):
-    """Return the commit for the specified repository and commit SHA"""
-
-    base_url = 'https://api.github.com'
-
-    # Endpoint
-    endpoint = f'/repos/{owner}/{repo}/commits/{commit_sha}'
-    url = base_url + endpoint
-
-    # Headers
-    headers = {
-        'Authorization': f'token {GITHUB_PERSONAL_ACCESS_TOKEN}',
-        'Content-Type': 'application/json',
-        'Accept': 'application/vnd.github.v3+json',
-        'X-GitHub-Api-Version': '2022-11-28'
-    }
-
-    response = requests.get(url, headers=headers)
-
-    return response.json()
-
-
-def get_file_contents(owner, repo, path):
-
-    base_url = 'https://api.github.com'
-
-    # Endpoint
-    endpoint = f'/repos/{owner}/{repo}/contents/{path}'
-    url = base_url + endpoint
-
-    # Headers
-    headers = {
-        'Authorization': f'token {GITHUB_PERSONAL_ACCESS_TOKEN}',
-        'Content-Type': 'application/json',
-        'Accept': 'application/vnd.github.v3+json',
-        'X-GitHub-Api-Version': '2022-11-28'
-    }
-
-    response = requests.get(url, headers=headers)
-
-    return response.json()
-
-
-def get_commits_for_asset(owner, repo, path, since=None):
-
-    base_url = 'https://api.github.com'
-
-    # Endpoint
-    endpoint = f'/repos/{owner}/{repo}/commits'
-    url = base_url + endpoint
-
-    # Headers
-    headers = {
-        'Authorization': f'token {GITHUB_PERSONAL_ACCESS_TOKEN}',
-        'Content-Type': 'application/json',
-        'Accept': 'application/vnd.github.v3+json',
-        'X-GitHub-Api-Version': '2022-11-28'
-    }
-
-    params = {
-        'path': path,
-        # validate date is in ISO 8601 format
-        'since': since.isoformat() if isinstance(since, datetime) else since
-    }
-
-    response = requests.get(url, headers=headers, params=params)
-
-    return response.json()
-
-
-def get_repo_contents(owner, repo, path, commit_sha=None):
-
-    base_url = 'https://api.github.com'
-
-    # Endpoint
-    endpoint = f'/repos/{owner}/{repo}/contents/{path}'
-    url = base_url + endpoint
-
-    # Headers
-    headers = {
-        'Authorization': f'token {GITHUB_PERSONAL_ACCESS_TOKEN}',
-        'Content-Type': 'application/json',
-        'Accept': 'application/vnd.github.v3+json',
-        'X-GitHub-Api-Version': '2022-11-28'
-    }
-
-    params = {
-        'ref': commit_sha
-    }
-
-    response = requests.get(url, headers=headers, params=params)
-
-    return response.json()
-
-
-def get_repo_asset(owner, repo, path, commit_sha=None):
-    """Download a file from a GitHub repository"""
-    repo_contents = get_repo_contents(owner, repo, path, commit_sha)
-
-    try:
-        res = requests.get(repo_contents['download_url'])
-    except KeyError:
-        logger.error(json.dumps(repo_contents))
-        raise Exception(f'Error downloading {path}')
-    
-    if res.status_code != 200:
-        logger.error(f'Status code {res.status_code} for {path}')
-        raise Exception(f'Error downloading {path}')
-    
-    return res.text
-
-
-def get_branches(owner, repo):
-    """Fetch branches for a GitHub repository"""
-
-    base_url = 'https://api.github.com'
-
-    # Endpoint
-    endpoint = f'/repos/{owner}/{repo}/branches'
-    url = base_url + endpoint
-
-    # Headers
-    headers = {
-        'Authorization': f'token {GITHUB_PERSONAL_ACCESS_TOKEN}',
-        'Content-Type': 'application/json',
-        'Accept': 'application/vnd.github.v3+json',
-        'X-GitHub-Api-Version': '2022-11-28'
-    }
-
-    response = requests.get(url, headers=headers)
-    branches = response.json()
-
-    return branches
-
-
-def get_branch(owner, repo, branch_name):
-    """Fetch branches for a GitHub repository"""
-
-    base_url = 'https://api.github.com'
-
-    # Endpoint
-    endpoint = f'/repos/{owner}/{repo}/branches/{branch_name}'
-    url = base_url + endpoint
-
-    # Headers
-    headers = {
-        'Authorization': f'token {GITHUB_PERSONAL_ACCESS_TOKEN}',
-        'Content-Type': 'application/json',
-        'Accept': 'application/vnd.github.v3+json',
-        'X-GitHub-Api-Version': '2022-11-28'
-    }
-
-    response = requests.get(url, headers=headers)
-    branches = response.json()
-
-    return branches
-
-
-# Function to fetch pull requests
-def get_pull_requests(owner, repo):
-    url = f"https://api.github.com/repos/{owner}/{repo}/pulls?state=all"
-    
-    # Headers
-    headers = {
-        'Authorization': f'token {GITHUB_PERSONAL_ACCESS_TOKEN}',
-        'Content-Type': 'application/json',
-        'Accept': 'application/vnd.github.v3+json',
-        'X-GitHub-Api-Version': '2022-11-28'
-    }
-    response = requests.get(url, headers=headers)
-
-    if response.status_code == 200:
-        return response.json()
-    else:
-        print(f"Error: {response.status_code}")
-        return []
-    
-
-def merge_release_version_with_commit(unique_shas, release_versions):
-    # Convert release_versions to a dictionary for easier lookup
-    release_versions_dict = {sha: version for sha, version in release_versions}
-
-    # Merge the arrays using a list comprehension
-    merged_data = [(release_versions_dict[sha], sha, date) for sha, date in unique_shas]
-
-    # sort by date
-    merged_data.sort(key=lambda x: x[2])
-    
-    return merged_data
\ No newline at end of file

From 841a812e3c96884c63108b278e446eeaf62edba4 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Mon, 1 May 2023 15:04:27 -0700
Subject: [PATCH 012/367] move source config build to pipeline layer

---
 .../pipeline/scripts}/build_source_config/__init__.py             | 0
 {scripts => gfe-db/pipeline/scripts}/build_source_config/main.py  | 0
 2 files changed, 0 insertions(+), 0 deletions(-)
 rename {scripts => gfe-db/pipeline/scripts}/build_source_config/__init__.py (100%)
 rename {scripts => gfe-db/pipeline/scripts}/build_source_config/main.py (100%)

diff --git a/scripts/build_source_config/__init__.py b/gfe-db/pipeline/scripts/build_source_config/__init__.py
similarity index 100%
rename from scripts/build_source_config/__init__.py
rename to gfe-db/pipeline/scripts/build_source_config/__init__.py
diff --git a/scripts/build_source_config/main.py b/gfe-db/pipeline/scripts/build_source_config/main.py
similarity index 100%
rename from scripts/build_source_config/main.py
rename to gfe-db/pipeline/scripts/build_source_config/main.py

From 16ccca9ae64491cf1e58126edf76ba904fa854b9 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Tue, 2 May 2023 14:09:19 -0700
Subject: [PATCH 013/367] rename source config scripts directory

---
 Makefile                                      |  3 +++
 gfe-db/pipeline/Makefile                      |  7 +++++++
 .../__init__.py                               |  0
 .../main.py => source_config/build.py}        | 21 ++++++++++---------
 4 files changed, 21 insertions(+), 10 deletions(-)
 rename gfe-db/pipeline/scripts/{build_source_config => source_config}/__init__.py (100%)
 rename gfe-db/pipeline/scripts/{build_source_config/main.py => source_config/build.py} (88%)

diff --git a/Makefile b/Makefile
index 7e0a0339..432d4116 100644
--- a/Makefile
+++ b/Makefile
@@ -116,6 +116,9 @@ pipeline.functions.deploy:
 pipeline.jobs.deploy:
 	$(MAKE) -C ${APP_NAME}/pipeline/ service.jobs.deploy
 
+config.build-source-config:
+	$(MAKE) -C ${APP_NAME}/pipeline/ service.config.build-source-config
+
 config.deploy:
 	$(MAKE) -C ${APP_NAME}/pipeline/ service.config.deploy
 	$(MAKE) -C ${APP_NAME}/database/ service.config.deploy
diff --git a/gfe-db/pipeline/Makefile b/gfe-db/pipeline/Makefile
index 10d09158..4951c6ad 100644
--- a/gfe-db/pipeline/Makefile
+++ b/gfe-db/pipeline/Makefile
@@ -28,6 +28,8 @@ service.functions.deploy:
 		--parameter-overrides \
 			Stage="$${STAGE}" \
 			AppName="$${APP_NAME}" \
+			ServiceName="${SERVICE}" \
+			ConfigS3Path="$${CONFIG_S3_PATH}" \
 			InvokePipelineFunctionName="$${STAGE}"-"$${APP_NAME}"-"$$(cat functions/environment.json | jq -r '.Functions.InvokePipeline.FunctionConfiguration.FunctionName')" \
 			InvokePipelineFunctionMemorySize="$$(cat functions/environment.json | jq -r '.Functions.InvokePipeline.FunctionConfiguration.MemorySize')" \
 			InvokePipelineFunctionTimeout="$$(cat functions/environment.json | jq -r '.Functions.InvokePipeline.FunctionConfiguration.Timeout')" \
@@ -44,6 +46,11 @@ service.functions.deploy:
 service.jobs.deploy:
 	$(MAKE) -C jobs/ deploy
 
+# TODO handle virtual environment creation
+# TODO pass output directory as argument
+service.config.build-source-config:
+	@python3 scripts/source_config/build.py
+
 # TODO parameterize S3 config path and export as environment variable to recall in database shell scripts
 service.config.deploy:
 	@config_s3_path=s3://$${DATA_BUCKET_NAME}/$${CONFIG_S3_PATH}/${SERVICE} && \
diff --git a/gfe-db/pipeline/scripts/build_source_config/__init__.py b/gfe-db/pipeline/scripts/source_config/__init__.py
similarity index 100%
rename from gfe-db/pipeline/scripts/build_source_config/__init__.py
rename to gfe-db/pipeline/scripts/source_config/__init__.py
diff --git a/gfe-db/pipeline/scripts/build_source_config/main.py b/gfe-db/pipeline/scripts/source_config/build.py
similarity index 88%
rename from gfe-db/pipeline/scripts/build_source_config/main.py
rename to gfe-db/pipeline/scripts/source_config/build.py
index 4190d6ef..40167e96 100644
--- a/gfe-db/pipeline/scripts/build_source_config/main.py
+++ b/gfe-db/pipeline/scripts/source_config/build.py
@@ -90,7 +90,7 @@
         },
     ]
 
-    # Filtering out very old commits with no useful information
+    # Excluding old commits with no useful information
     excluded_commit_shas = [
         "08e0ef9f5c6aade40df681821a0b9caef439fe3a",
         "6ad21b61dee3689c5ae68370d635c5ede483c851",
@@ -127,10 +127,10 @@
                         # TODO fetch default input parameters from S3 so they are easy to update
                         "default_input_parameters": InputParameters(
                             **{
-                                "align": "False",
-                                "kir": "False",
-                                "mem_profile": "False",
-                                "limit": "1000",
+                                "align": os.environ.get("ALIGN", False),
+                                "kir": os.environ.get("KIR", False),
+                                "mem_profile": os.environ.get("MEM_PROFILE", False),
+                                "limit": os.environ.get("LIMIT", None),
                             }
                         ),
                         "execution_history": [
@@ -143,13 +143,14 @@
         }
     )
 
-    # convert utc_now string to datetime object using YYYYMMDDHHMM format
-    utc_now_version = datetime.strptime(utc_now, "%Y-%m-%dT%H:%M:%SZ").strftime(
-        "%Y%m%d-%H%M"
-    )
+    # # convert utc_now string to datetime object using YYYYMMDDHHMM format
+    # utc_now_version = datetime.strptime(utc_now, "%Y-%m-%dT%H:%M:%SZ").strftime(
+    #     "%Y%m%d-%H%M"
+    # )
 
+    # TODO get from argparse
     # write SourceConfig locally
-    with open(output_dir / f"source-config-v{utc_now_version}.json", "w") as f:
+    with open(output_dir / f"source-config.json", "w") as f:
         json.dump(source_config.dict(), f, indent=4)
 
 exit(0)

From 6058aaf2fd4f9e5eb6673b5bb73b418ab19ca69b Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Tue, 2 May 2023 14:09:36 -0700
Subject: [PATCH 014/367] rename check repo updates

---
 .../events/event.json                         |  0
 .../src/__init__.py                           |  0
 .../src/app.py                                |  0
 .../src/requirements.txt                      |  0
 .../src/utils/__init__.py                     |  0
 .../src/utils/constants.py                    |  0
 .../src/utils/types.py                        | 19 ++++++++-----------
 .../src/utils/utils.py                        |  0
 8 files changed, 8 insertions(+), 11 deletions(-)
 rename gfe-db/pipeline/functions/{get_repo_updates => check_source_update}/events/event.json (100%)
 rename gfe-db/pipeline/functions/{get_repo_updates => check_source_update}/src/__init__.py (100%)
 rename gfe-db/pipeline/functions/{get_repo_updates => check_source_update}/src/app.py (100%)
 rename gfe-db/pipeline/functions/{get_repo_updates => check_source_update}/src/requirements.txt (100%)
 rename gfe-db/pipeline/functions/{get_repo_updates => check_source_update}/src/utils/__init__.py (100%)
 rename gfe-db/pipeline/functions/{get_repo_updates => check_source_update}/src/utils/constants.py (100%)
 rename gfe-db/pipeline/functions/{get_repo_updates => check_source_update}/src/utils/types.py (91%)
 rename gfe-db/pipeline/functions/{get_repo_updates => check_source_update}/src/utils/utils.py (100%)

diff --git a/gfe-db/pipeline/functions/get_repo_updates/events/event.json b/gfe-db/pipeline/functions/check_source_update/events/event.json
similarity index 100%
rename from gfe-db/pipeline/functions/get_repo_updates/events/event.json
rename to gfe-db/pipeline/functions/check_source_update/events/event.json
diff --git a/gfe-db/pipeline/functions/get_repo_updates/src/__init__.py b/gfe-db/pipeline/functions/check_source_update/src/__init__.py
similarity index 100%
rename from gfe-db/pipeline/functions/get_repo_updates/src/__init__.py
rename to gfe-db/pipeline/functions/check_source_update/src/__init__.py
diff --git a/gfe-db/pipeline/functions/get_repo_updates/src/app.py b/gfe-db/pipeline/functions/check_source_update/src/app.py
similarity index 100%
rename from gfe-db/pipeline/functions/get_repo_updates/src/app.py
rename to gfe-db/pipeline/functions/check_source_update/src/app.py
diff --git a/gfe-db/pipeline/functions/get_repo_updates/src/requirements.txt b/gfe-db/pipeline/functions/check_source_update/src/requirements.txt
similarity index 100%
rename from gfe-db/pipeline/functions/get_repo_updates/src/requirements.txt
rename to gfe-db/pipeline/functions/check_source_update/src/requirements.txt
diff --git a/gfe-db/pipeline/functions/get_repo_updates/src/utils/__init__.py b/gfe-db/pipeline/functions/check_source_update/src/utils/__init__.py
similarity index 100%
rename from gfe-db/pipeline/functions/get_repo_updates/src/utils/__init__.py
rename to gfe-db/pipeline/functions/check_source_update/src/utils/__init__.py
diff --git a/gfe-db/pipeline/functions/get_repo_updates/src/utils/constants.py b/gfe-db/pipeline/functions/check_source_update/src/utils/constants.py
similarity index 100%
rename from gfe-db/pipeline/functions/get_repo_updates/src/utils/constants.py
rename to gfe-db/pipeline/functions/check_source_update/src/utils/constants.py
diff --git a/gfe-db/pipeline/functions/get_repo_updates/src/utils/types.py b/gfe-db/pipeline/functions/check_source_update/src/utils/types.py
similarity index 91%
rename from gfe-db/pipeline/functions/get_repo_updates/src/utils/types.py
rename to gfe-db/pipeline/functions/check_source_update/src/utils/types.py
index c6542093..54b51e3e 100644
--- a/gfe-db/pipeline/functions/get_repo_updates/src/utils/types.py
+++ b/gfe-db/pipeline/functions/check_source_update/src/utils/types.py
@@ -3,8 +3,13 @@
 from typing import Optional
 from pydantic import BaseModel, validator
 
-
-valid_statuses = ["SUCCESS", "PENDING", "SKIPPED", "FAILED", "IN_PROGRESS", None]
+# EventBridge Rules trigger UpdateStatus Lambda
+# SKIPPED: state machine execution started and skipped 
+# PENDING: state machine execution started
+# IN_PROGRESS: batch build job triggered 
+# SUCCESS: state machine execution succeeded
+# FAILED: state machine execution failed
+valid_statuses = ["SKIPPED", "PENDING", "IN_PROGRESS", "SUCCESS", "FAILED", None]
 
 def to_datetime(v, fmt="%Y-%m-%dT%H:%M:%SZ"):
     return datetime.strptime(v, fmt)
@@ -46,15 +51,7 @@ class InputParameters(BaseModel):
     align: bool
     kir: bool
     mem_profile: bool
-    limit: str
-
-    # validate that limit is an integer
-    @validator('limit')
-    def limit_is_integer(cls, v):
-        if not v.isnumeric():
-            raise ValueError("Limit must be an integer")
-        return v
-    
+    limit: Optional[int]
 
 class ExecutionHistoryItem(BaseModel):
     version: int
diff --git a/gfe-db/pipeline/functions/get_repo_updates/src/utils/utils.py b/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py
similarity index 100%
rename from gfe-db/pipeline/functions/get_repo_updates/src/utils/utils.py
rename to gfe-db/pipeline/functions/check_source_update/src/utils/utils.py

From c3c9dd13ed9f0bd2ad361241306689024169721b Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Tue, 2 May 2023 14:10:00 -0700
Subject: [PATCH 015/367] add execution state table

---
 gfe-db/pipeline/template.yaml | 20 ++++++++++++++++++++
 1 file changed, 20 insertions(+)

diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index e2c5e236..889e43e6 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -12,6 +12,9 @@ Parameters:
   ServiceName:
     Type: String
     Description: Service name
+  ConfigS3Path:
+    Type: String
+    Description: S3 path to config file
   InvokePipelineFunctionName:
     Type: String
   InvokePipelineFunctionMemorySize:
@@ -30,6 +33,23 @@ Parameters:
     Type: String
 
 Resources:
+  ExecutionStateTable:
+    Type: AWS::DynamoDB::Table
+    Properties:
+      AttributeDefinitions:
+        - AttributeName: version
+          AttributeType: N
+        - AttributeName: 'commit.sha'
+          AttributeType: S
+      KeySchema:
+        - AttributeName: version
+          KeyType: HASH
+        - AttributeName: 'commit.sha'
+          KeyType: RANGE
+      ProvisionedThroughput:
+        ReadCapacityUnits: 1
+        WriteCapacityUnits: 1
+
   BuildServerSG:
     Type: AWS::EC2::SecurityGroup
     Properties:

From 0524fdbe6b2e4f7e7828097c7b1e11b1f8e980d6 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Tue, 2 May 2023 14:33:33 -0700
Subject: [PATCH 016/367] load IMGT/HLA repo commits to DynamoDB

---
 gfe-db/pipeline/config/source-config.json     | 6590 ++++++++++++++++-
 .../pipeline/scripts/source_config/build.py   |    5 +-
 gfe-db/pipeline/scripts/source_config/load.py |   50 +
 gfe-db/pipeline/template.yaml                 |    7 +
 4 files changed, 6625 insertions(+), 27 deletions(-)
 create mode 100644 gfe-db/pipeline/scripts/source_config/load.py

diff --git a/gfe-db/pipeline/config/source-config.json b/gfe-db/pipeline/config/source-config.json
index ae390b04..42f42e2b 100644
--- a/gfe-db/pipeline/config/source-config.json
+++ b/gfe-db/pipeline/config/source-config.json
@@ -1,4 +1,6 @@
 {
+    "created_at_utc": "2023-05-01T21:32:31Z",
+    "updated_at_utc": "2023-05-01T21:32:31Z",
     "repositories": {
         "ANHIG/IMGTHLA": {
             "owner": "ANHIG",
@@ -9,35 +11,6575 @@
                 "msf/"
             ],
             "default_input_parameters": {
-                "align": "False",
-                "kir": "False",
-                "mem_profile": "False",
+                "align": false,
+                "kir": false,
+                "mem_profile": false,
                 "limit": "1000"
             },
             "execution_history": [
+                {
+                    "version": 3520,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "38398a75e9762ff070d8e9bd714d074332646cd7",
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+                    "commit": {
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+                        "date_utc": "2017-07-21T14:16:30Z",
+                        "message": "Merge pull request #109 from ANHIG/3290\n\nIPD-IMGT/HLA Release 3.29.0",
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+                        "message": "Merge pull request #71 from ANHIG/3250\n\nDeleted alleles update",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/13f8bc112d704fc9e1b3cd0ce56e02c72416cf4f"
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+                        "message": "Deleted alleles update\n\nUpdate to description of DRB1*08:01:03 deletion",
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+                        "message": "Merge pull request #70 from ANHIG/3250\n\n3250",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/adec3121cc96858e7f5d6d36cdd350fd4ddca708"
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+                        "message": "Release 3.25.0 Update\n\nAddition of missing asterisks to aligned sequences of two HLA-DQB1 and\none HLA-C sequence.",
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+                        "message": "Merge pull request #69 from ANHIG/3250\n\nIPD-IMGT/HLA Release 3.25.0 Update",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/0f7985cab0dd8155ab97b93edba5e1320d6fc19b"
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+                        "message": "IPD-IMGT/HLA Release 3.25.0 Update\n\nUpdate to filenames and zipped alignments",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/25d5b34c0315027ace921911b3b970f6f061dc1a"
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+                        "message": "Merge pull request #68 from ANHIG/3250\n\nRelease 3.25.0 Update",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/2c88b82e2ed05d9989ffbf6f35260d98b5b7fe75"
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+                        "message": "Release 3.25.0 Update\n\nInclusion of DPB2 files into zipped archive",
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+                        "date_utc": "2016-08-03T09:42:39Z",
+                        "message": "Merge pull request #67 from ANHIG/3250\n\nRelease 3.25.0 Update",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/7dfd8cde8009ee80ac6494f95447b37e14b3f3ee"
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+                        "message": "Release 3.25.0 Update\n\nDPB2 sequences were omitted from the concatenated fasta libraries.",
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+                        "message": "Merge pull request #66 from ANHIG/3250\n\nRelease 3.25.0 Update",
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+                        "message": "Release 3.25.0 Update\n\nDPB2 sequences were omitted from the concatenated fasta libraries.",
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+                        "message": "Merge pull request #65 from ANHIG/3250\n\n3250",
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+                        "message": "IPD-IMGT/HLA Release 3.25.0\n\nUpdate for IPD-IMGT/HLA Release 3.25.0",
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+                        "message": "Create README.md",
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+                        "message": "Update README.md",
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+                        "message": "Merge pull request #62 from ANHIG/3240\n\nAddition of archives and README",
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+                        "message": "Addition of archives and README\n\nAddition of archives and README to directory",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/7d90e5cc213b23a0d743e9c53071ba84651bfe5a"
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+                        "date_utc": "2016-05-06T14:28:11Z",
+                        "message": "Merge pull request #61 from jrob119/3240\n\n3240",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/f1ad73426bf06478f2b9e07e8309886bc71137b2"
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+                    "commit": {
+                        "sha": "70055402cf42eef5e0d13a1d2ef3b93de0c020f9",
+                        "date_utc": "2016-05-06T14:27:07Z",
+                        "message": "Release 3.24.0.1 Update\n\nVersion Report - 3.24.0.1 (2016-05)\n\nThe following changes have been made to release 3.24.0 to correct a\nnumber of protein sequences, a number of minor errors in displaying the\nsequences and to include a number of sequences that were accidently\nomitted.\n\nCDS sequences\n\nThe C*04:09N deletion was incorrectly displayed.\nThe CDS sequences were not changed.\n\nProtein sequences\n\nThe following proteins sequences were incorrectly translated; A*30:78N,\nA*68:11N, C*03:316N, C*04:09N, DRB5*01:08N.\nThe following proteins sequences did not have the stop codon displayed;\nA*01:04N, A*68:18N, DPB1*507:01N.\n\nGenomic sequences\n\nThe following sequences were omitted; A*02:17:02, A*30:89, B*14:03,\nB*15:08:01, B*15:30, B*35:04:01, B*35:43:01, B*39:09:01, B*51:08:01,\nB*58:02:01, C*02:10:01:03,C*07:01:01:05, C*14:02:01:02, E*01:03:04,\nE*01:06, E*01:08N, E*01:09, E*01:10, DQB1*02:02:01:02.\n\nThe displayed sequences of the following alleles have been modified;\nA*68:18N, C*04:09N, DRB1*01:01:01, DRB1*01:03, DRB1*04:07:01,\nDRB1*07:01:01:03, DRB1*10:01:01:02, DRB1*11:02:01, DRB1*11:03:01,\nDRB1*11:01:01:02, DRB1*12:01:01:02, DRB1*12:01:01:03, DRB1*13:01:01:02,\nDRB1*15:02:01:02, DRB1*16:01:01, DRB1*16:02:01:02.\n\nChanges to the hla.dat file\n\nAt the request of our users, deleted alleles have been added to the\nhla.dat file. These are included as an entry with a single ambiguous\nbase 'x' in the nucleotide sequence. The 'DE' line descibes the allele\nand the reason for deletion.",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/70055402cf42eef5e0d13a1d2ef3b93de0c020f9"
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+                    "commit": {
+                        "sha": "98adbce2d54553228999014ad63398430bfb41ef",
+                        "date_utc": "2016-05-06T14:24:47Z",
+                        "message": "Release 3.24.0.1 Update\n\nVersion Report - 3.24.0.1 (2016-05)\n\nThe following changes have been made to release 3.24.0 to correct a\nnumber of protein sequences, a number of minor errors in displaying the\nsequences and to include a number of sequences that were accidently\nomitted.\n\nCDS sequences\n\nThe C*04:09N deletion was incorrectly displayed.\nThe CDS sequences were not changed.\n\nProtein sequences\n\nThe following proteins sequences were incorrectly translated; A*30:78N,\nA*68:11N, C*03:316N, C*04:09N, DRB5*01:08N.\nThe following proteins sequences did not have the stop codon displayed;\nA*01:04N, A*68:18N, DPB1*507:01N.\n\nGenomic sequences\n\nThe following sequences were omitted; A*02:17:02, A*30:89, B*14:03,\nB*15:08:01, B*15:30, B*35:04:01, B*35:43:01, B*39:09:01, B*51:08:01,\nB*58:02:01, C*02:10:01:03,C*07:01:01:05, C*14:02:01:02, E*01:03:04,\nE*01:06, E*01:08N, E*01:09, E*01:10, DQB1*02:02:01:02.\n\nThe displayed sequences of the following alleles have been modified;\nA*68:18N, C*04:09N, DRB1*01:01:01, DRB1*01:03, DRB1*04:07:01,\nDRB1*07:01:01:03, DRB1*10:01:01:02, DRB1*11:02:01, DRB1*11:03:01,\nDRB1*11:01:01:02, DRB1*12:01:01:02, DRB1*12:01:01:03, DRB1*13:01:01:02,\nDRB1*15:02:01:02, DRB1*16:01:01, DRB1*16:02:01:02.\n\nChanges to the hla.dat file\n\nAt the request of our users, deleted alleles have been added to the\nhla.dat file. These are included as an entry with a single ambiguous\nbase 'x' in the nucleotide sequence. The 'DE' line descibes the allele\nand the reason for deletion.",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/98adbce2d54553228999014ad63398430bfb41ef"
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+                        "date_utc": "2016-04-22T09:50:27Z",
+                        "message": "Merge pull request #60 from jrob119/3240\n\nRelease 3.24.0 Update",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/6b7e701845b5e8fcce28b3631df1c108b4627c69"
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+                        "date_utc": "2015-01-19T12:15:23Z",
+                        "message": "Merge pull request #13 from jrob119/3190\n\nRelease 3.19.0",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/8d4aeace94c22b512f77425cfd93c73a1f8dc199"
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+                    "commit": {
+                        "sha": "e58668988a36089ba7e486c143bb73a387deae47",
+                        "date_utc": "2015-01-19T11:58:44Z",
+                        "message": "Merge pull request #12 from jrob119/3190\n\nRelease 3.19.0",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/e58668988a36089ba7e486c143bb73a387deae47"
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+                    "commit": {
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+                        "date_utc": "2015-01-19T11:57:41Z",
+                        "message": "Release 3.19.0",
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+                        "message": "Merge pull request #11 from jrob119/3.19.0\n\nRelease 3.19.0",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/189bf8edeb7bc2bdd2aeabf6ea9a35f2a34b6fac"
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+                    "commit": {
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+                        "message": "Release 3.19.0\n\nUpdates for Release 3.19.0 of the IMGT/HLA Database",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/a77291dc50f529de813a08cdefbbc0986e9af618"
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+                    "commit": {
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+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/025e835ee28d08dfb6e1f0f16a6118800d72be6b"
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+                        "date_utc": "2014-11-27T15:52:46Z",
+                        "message": "Inclusion of single allele G groups",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/3f99d6172ea3777ef27af719d2dda40dcecf1b56"
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+                    "commit": {
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+                        "date_utc": "2014-11-21T10:03:45Z",
+                        "message": "Updating zip file with A*24:252N corrections to text alignments",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/e65254b19ff0d017fd349d9678d4c8233670c707"
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+                {
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+                    "commit": {
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+                        "date_utc": "2014-11-20T15:56:43Z",
+                        "message": "Updating zip file with A*24:252N corrections to text alignments",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/9196885051adca8a5adccb2e2ac075f006e78500"
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+                {
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+                    "commit": {
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+                        "date_utc": "2014-11-20T12:51:26Z",
+                        "message": "hugogenename added to XSD",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/167fe20afe4b342d0a0df8012efa0e176f4aaff7"
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+                {
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+                    "commit": {
+                        "sha": "e8db2e14dd3d1ae99e8d18d472917b9af3ed5006",
+                        "date_utc": "2014-11-20T12:26:50Z",
+                        "message": "Correction to mark up of A*24:252N deletion",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/e8db2e14dd3d1ae99e8d18d472917b9af3ed5006"
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+                {
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+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "cd39076585625dec1eebbf66af67269b0ace44fd",
+                        "date_utc": "2014-10-16T11:06:40Z",
+                        "message": "Correction to C*08:89 Exon 2 coordinates",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/cd39076585625dec1eebbf66af67269b0ace44fd"
+                    },
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+                {
+                    "version": 3180,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "f126f70b25b1e61d169ab9da1dfa37f05fbdba7e",
+                        "date_utc": "2014-10-13T08:57:07Z",
+                        "message": "Release 3.18.0",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/f126f70b25b1e61d169ab9da1dfa37f05fbdba7e"
+                    },
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+                    "status": null
+                },
+                {
+                    "version": 3180,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "fcd68570866ef29194433ac4087d4505ca08f8b1",
+                        "date_utc": "2014-10-10T11:35:52Z",
+                        "message": "Release 3.18.0",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/fcd68570866ef29194433ac4087d4505ca08f8b1"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3180,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "77dab20c6e423fef3c41419cdc9271b3d5d667c5",
+                        "date_utc": "2014-10-10T08:38:01Z",
+                        "message": "Release 3.18.0",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/77dab20c6e423fef3c41419cdc9271b3d5d667c5"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3180,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "6070036419bc21c39658a0362a91bb0ba6105b56",
+                        "date_utc": "2014-10-10T08:28:16Z",
+                        "message": "Merge branch '3180' into Latest",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/6070036419bc21c39658a0362a91bb0ba6105b56"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3180,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "b2bc0b6582d3d681518ba61fda43f4412ed4ce3c",
+                        "date_utc": "2014-10-10T08:11:43Z",
+                        "message": "Release 3.18.0",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/b2bc0b6582d3d681518ba61fda43f4412ed4ce3c"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3180,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "552bffb1497d24e4f71b1accf7905a6356622c97",
+                        "date_utc": "2014-10-07T15:11:13Z",
+                        "message": "Release 3.18.0",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/552bffb1497d24e4f71b1accf7905a6356622c97"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3180,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "e6cc9f3080932f9c77b6b03a7ab2e65ddb50bb3f",
+                        "date_utc": "2014-10-07T13:03:28Z",
+                        "message": "Release 3.18.0",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/e6cc9f3080932f9c77b6b03a7ab2e65ddb50bb3f"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3170,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "3a71348c5399bbcc1c2b28cd4ebaaa287cd5269e",
+                        "date_utc": "2014-09-27T21:07:01Z",
+                        "message": "Renaming subdirectory",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/3a71348c5399bbcc1c2b28cd4ebaaa287cd5269e"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3170,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "3645f26142d7b8481ab0b9848f87822118f04415",
+                        "date_utc": "2014-09-27T21:04:43Z",
+                        "message": "Added Allele lists to Latest Directory",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/3645f26142d7b8481ab0b9848f87822118f04415"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3170,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "cfcebc23178847dbd71fd1154c59a251a2d570b8",
+                        "date_utc": "2014-09-27T21:03:12Z",
+                        "message": "Merge pull request #8 from jrob119/3170\n\n3170",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/cfcebc23178847dbd71fd1154c59a251a2d570b8"
+                    },
+                    "input_parameters": null,
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+                },
+                {
+                    "version": 3170,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "4826201263c95aefc29beaeb323f883cf6b4edfb",
+                        "date_utc": "2014-09-27T21:02:10Z",
+                        "message": "Added XML Files",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/4826201263c95aefc29beaeb323f883cf6b4edfb"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3170,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "0022011301eada9040803c924aa45423fd39e89c",
+                        "date_utc": "2014-09-27T20:56:36Z",
+                        "message": "Adding XML files",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/0022011301eada9040803c924aa45423fd39e89c"
+                    },
+                    "input_parameters": null,
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+                },
+                {
+                    "version": 3170,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "69ac32a1e30dda03ea96d38178682a986d2b01db",
+                        "date_utc": "2014-09-27T20:50:18Z",
+                        "message": "Merge pull request #7 from jrob119/3170\n\n3170",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/69ac32a1e30dda03ea96d38178682a986d2b01db"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3170,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "340238f97d078fc6b8524deac6366c9ce261b049",
+                        "date_utc": "2014-09-27T20:48:52Z",
+                        "message": "Merge pull request #6 from jrob119/Latest\n\nRenaming",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/340238f97d078fc6b8524deac6366c9ce261b049"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3170,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "8632b0d19389dcac1b3f1089b634396b51ae8530",
+                        "date_utc": "2014-09-27T20:47:44Z",
+                        "message": "Renaming",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/8632b0d19389dcac1b3f1089b634396b51ae8530"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3170,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "9d8f585502fcfe70c5f809ba44856a6f0cd986a2",
+                        "date_utc": "2014-09-27T20:33:43Z",
+                        "message": "Merge pull request #5 from jrob119/3170\n\nMerge pull request #4 from jrob119/Latest",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/9d8f585502fcfe70c5f809ba44856a6f0cd986a2"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3170,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "7c9d9585576bec8fdf41e18d44033d2c8af7a923",
+                        "date_utc": "2014-09-27T20:33:03Z",
+                        "message": "Removed md5 file",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/7c9d9585576bec8fdf41e18d44033d2c8af7a923"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3170,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "a07bcbd18f5f95606b16258241f9d18ba0e65390",
+                        "date_utc": "2014-09-27T19:53:05Z",
+                        "message": "Merge pull request #4 from jrob119/Latest\n\nMerge pull request #3 from jrob119/3170",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/a07bcbd18f5f95606b16258241f9d18ba0e65390"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3170,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "0e31941b14171c16697123ff7b81becbeef1c089",
+                        "date_utc": "2014-09-27T19:38:32Z",
+                        "message": "Merge pull request #3 from jrob119/3170\n\nMerge pull request #2 from jrob119/Latest",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/0e31941b14171c16697123ff7b81becbeef1c089"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3170,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "d9944466594e328cb46f732e5670660fd672a141",
+                        "date_utc": "2014-09-27T19:25:48Z",
+                        "message": "Merge pull request #2 from jrob119/Latest\n\nRestructuring",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/d9944466594e328cb46f732e5670660fd672a141"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3170,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "16da2f90240d536159a20697fb952b4d14846b13",
+                        "date_utc": "2014-09-27T19:18:54Z",
+                        "message": "Restructuring to subdirectories",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/16da2f90240d536159a20697fb952b4d14846b13"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3170,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "6ce547fefafa6b804338c231bcb137b789653fdc",
+                        "date_utc": "2014-09-27T19:13:24Z",
+                        "message": "Merge pull request #1 from jrob119/3170\n\nInitial Release and Commit",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/6ce547fefafa6b804338c231bcb137b789653fdc"
+                    },
+                    "input_parameters": null,
+                    "status": null
+                },
+                {
+                    "version": 3170,
+                    "execution_date_utc": null,
+                    "commit": {
+                        "sha": "af54d281b5f99a75ba06f1026bac7a4086d92f8a",
+                        "date_utc": "2014-09-27T19:10:12Z",
+                        "message": "Initial Release and Commit",
+                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/af54d281b5f99a75ba06f1026bac7a4086d92f8a"
+                    },
+                    "input_parameters": null,
+                    "status": null
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             ]
         }
diff --git a/gfe-db/pipeline/scripts/source_config/build.py b/gfe-db/pipeline/scripts/source_config/build.py
index 40167e96..ad761640 100644
--- a/gfe-db/pipeline/scripts/source_config/build.py
+++ b/gfe-db/pipeline/scripts/source_config/build.py
@@ -3,9 +3,8 @@
 """
 import os
 import sys
-
 sys.path.append(
-    "/Users/ammon/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/gfe-db/pipeline/functions/get_repo_updates"
+    "/Users/ammon/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/gfe-db/pipeline/functions/check_source_update"
 )
 from pathlib import Path
 import logging
@@ -17,7 +16,7 @@
 utc_now = datetime.utcnow().strftime("%Y-%m-%dT%H:%M:%SZ")
 import json
 
-# these libraries are shared from the get_repo_updates function
+# these libraries are shared from the check_source_update function
 from src.utils.types import (
     InputParameters,
     ExecutionHistoryItem,
diff --git a/gfe-db/pipeline/scripts/source_config/load.py b/gfe-db/pipeline/scripts/source_config/load.py
new file mode 100644
index 00000000..f016f8ee
--- /dev/null
+++ b/gfe-db/pipeline/scripts/source_config/load.py
@@ -0,0 +1,50 @@
+"""
+Loads gfe-db execution state to DynamoDB table.
+"""
+import os
+import sys
+sys.path.append(
+    "/Users/ammon/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/gfe-db/pipeline/functions/check_source_update"
+)
+from pathlib import Path
+import logging
+import boto3
+from src.utils.types import (
+    SourceConfig,
+)
+from src.utils.utils import (
+    read_source_config,
+    flatten_json_records,
+)
+
+logging.basicConfig(level=logging.INFO)
+logger = logging.getLogger(__name__)
+
+ssm = boto3.client('ssm')
+dynamodb = boto3.resource('dynamodb')
+
+DATA_BUCKET_NAME = os.environ["DATA_BUCKET_NAME"]
+PIPELINE_CONFIG_S3_PATH = os.environ["PIPELINE_CONFIG_S3_PATH"]
+GITHUB_REPOSITORY_OWNER = os.environ["GITHUB_REPOSITORY_OWNER"]
+GITHUB_REPOSITORY_NAME = os.environ["GITHUB_REPOSITORY_NAME"]
+
+# fetch '/${AppName}/${Stage}/${AWS::Region}/ExecutionStateTableName' value from Parameter Store
+execution_state_table_name = ssm.get_parameter(
+    Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/ExecutionStateTableName'
+)['Parameter']['Value']
+
+# read in source config JSON file from local
+source_config = read_source_config(DATA_BUCKET_NAME, PIPELINE_CONFIG_S3_PATH)
+execution_history = source_config.repositories[f'{GITHUB_REPOSITORY_OWNER}/{GITHUB_REPOSITORY_NAME}'].execution_history
+
+# flatten JSON records
+execution_history_flat = flatten_json_records([item.dict() for item in execution_history])
+
+# load to dynamodb table named execution_state_table_name using batch put
+table = dynamodb.Table(execution_state_table_name)
+with table.batch_writer() as batch:
+    logger.info(f"Loading {len(execution_history_flat)} items to {execution_state_table_name}")
+    for item in execution_history_flat:
+        batch.put_item(Item=item)
+
+logger.info(f"Success")
\ No newline at end of file
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 889e43e6..688a99fd 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -50,6 +50,13 @@ Resources:
         ReadCapacityUnits: 1
         WriteCapacityUnits: 1
 
+  ExecutionStateTableName:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/ExecutionStateTableName'
+      Type: String
+      Value: !Ref ExecutionStateTable
+
   BuildServerSG:
     Type: AWS::EC2::SecurityGroup
     Properties:

From b31c556e8ba5f78cf870e707ae8911d3274f2888 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Tue, 2 May 2023 14:54:20 -0700
Subject: [PATCH 017/367] rename "execution history" to "execution state"

---
 .gitignore                                    |  1 +
 .../check_source_update/src/utils/types.py    | 18 +++++------
 .../check_source_update/src/utils/utils.py    | 30 ++++++++-----------
 .../pipeline/scripts/source_config/build.py   | 14 ++++-----
 4 files changed, 30 insertions(+), 33 deletions(-)

diff --git a/.gitignore b/.gitignore
index 196b03da..1d77c304 100755
--- a/.gitignore
+++ b/.gitignore
@@ -109,3 +109,4 @@ response.json
 neo4j.conf
 gfedb.zip
 reports/
+source-config-v*.json
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/check_source_update/src/utils/types.py b/gfe-db/pipeline/functions/check_source_update/src/utils/types.py
index 54b51e3e..40886b88 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/utils/types.py
+++ b/gfe-db/pipeline/functions/check_source_update/src/utils/types.py
@@ -53,7 +53,7 @@ class InputParameters(BaseModel):
     mem_profile: bool
     limit: Optional[int]
 
-class ExecutionHistoryItem(BaseModel):
+class ExecutionStateItem(BaseModel):
     version: int
     execution_date_utc: Optional[str]
     commit: Commit
@@ -79,25 +79,25 @@ class RepositoryConfig(BaseModel):
     url: str
     tracked_assets: list[str]
     default_input_parameters: InputParameters
-    execution_history: list[ExecutionHistoryItem]
+    execution_state: list[ExecutionStateItem]
 
     # validate that the url is a valid URL
     @validator('url')
     def url_is_valid(cls, v):
         return url_is_valid(v)
     
-    # validate that execution_history is sorted by commit.date_utc descending
-    @validator('execution_history')
-    def execution_history_is_sorted(cls, v):
+    # validate that execution_state is sorted by commit.date_utc descending
+    @validator('execution_state')
+    def execution_state_is_sorted(cls, v):
         if not all(v[i].commit.date_utc >= v[i+1].commit.date_utc for i in range(len(v)-1)):
             raise ValueError("Execution history must be sorted by commit.date_utc descending")
         return v
     
     # Releases are formatted as a 4 digit integer incrementing by 10 with a lower bound of 3170
-    # Based on the formatting described, validate that no releases are missing from execution_history
-    # Remember that the execution_history is sorted by commit.date_utc descending, so release versions will decrement by 10
-    @validator('execution_history')
-    def execution_history_has_no_missing_releases(cls, v):
+    # Based on the formatting described, validate that no releases are missing from execution_state
+    # Remember that the execution_state is sorted by commit.date_utc descending, so release versions will decrement by 10
+    @validator('execution_state')
+    def execution_state_has_no_missing_releases(cls, v):
 
         unique_release_versions = sorted(list(set([item.version for item in v])), reverse=True)
 
diff --git a/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py b/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py
index 179ee946..7be6cae7 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py
+++ b/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py
@@ -24,14 +24,10 @@
 logger = logging.getLogger(__name__)
 logger.setLevel(logging.INFO)
 
-
-APP_NAME = os.environ["APP_NAME"]
-
 # boto3 session
 session = boto3.Session(region_name=AWS_REGION)
 s3 = session.client('s3')
 
-output_dir = Path(f"{APP_NAME}/pipeline/config")
 cache_dir = Path(__file__).parent / "_cache"
 
 def save_json_to_cache(data, var_name):
@@ -446,11 +442,11 @@ def filter_nulls(items: List[Dict[str, str]]) -> List[Dict[str, str]]:
     return [x for x in items if x is not None]
 
 
-def sort_execution_history_items(execution_history_items: List[Dict[str, str]], ascending=False) -> List[Dict[str, str]]:
-    return sorted(execution_history_items, key=lambda x: x['commit'].date_utc, reverse=(not ascending))
+def sort_execution_state_items(execution_state_items: List[Dict[str, str]], ascending=False) -> List[Dict[str, str]]:
+    return sorted(execution_state_items, key=lambda x: x['commit'].date_utc, reverse=(not ascending))
 
 
-def process_execution_history_item(commit: Dict[str, str], asset_configs: Dict[str, str], limit: int = None) -> Dict[str, str]:
+def process_execution_state_item(commit: Dict[str, str], asset_configs: Dict[str, str], limit: int = None) -> Dict[str, str]:
     errors = 0
     sha = commit['sha']
 
@@ -482,8 +478,8 @@ def process_execution_history_item(commit: Dict[str, str], asset_configs: Dict[s
         return result
 
 
-def parallel_process_execution_history_items(commits: List[Dict[str, str]], asset_configs: List[Dict[str, str]], limit: int = None):
-    execution_history_items = []
+def parallel_process_execution_state_items(commits: List[Dict[str, str]], asset_configs: List[Dict[str, str]], limit: int = None):
+    execution_state_items = []
     num_cores = multiprocessing.cpu_count()
     num_threads = max(1, num_cores - 1)  # Reserve one core for other processes
     num_threads = min(6, num_cores) # limit threads to avoid GitHub API rate limit
@@ -493,26 +489,26 @@ def parallel_process_execution_history_items(commits: List[Dict[str, str]], asse
 
         # Submit the process_commit function for each commit to the executor
         futures = [
-            executor.submit(process_execution_history_item, commit, asset_configs)
+            executor.submit(process_execution_state_item, commit, asset_configs)
             for commit in commits[:limit]
         ]
 
         # Collect the results as they complete
-        execution_history_items = [future.result() for future in as_completed(futures)]
+        execution_state_items = [future.result() for future in as_completed(futures)]
 
-    return sort_execution_history_items(filter_nulls(execution_history_items))
+    return sort_execution_state_items(filter_nulls(execution_state_items))
 
 # limit is int or None
 # @cache_pickle
-def process_execution_history_items(commits: List[Dict[str, str]], asset_configs: List[Dict[str, str]], limit: None, parallel: str = False) -> List[Dict[str, str]]:
+def process_execution_state_items(commits: List[Dict[str, str]], asset_configs: List[Dict[str, str]], limit: None, parallel: str = False) -> List[Dict[str, str]]:
 
     if parallel == True:
         if limit:
             logger.warning("'limit' will not work if parallel processing is enabled")
-        return parallel_process_execution_history_items(commits, asset_configs, limit)
+        return parallel_process_execution_state_items(commits, asset_configs, limit)
     else:
-        execution_history_items = []
+        execution_state_items = []
         for commit in commits[:limit]:
-            execution_history_items.append(process_execution_history_item(commit, asset_configs, limit))
+            execution_state_items.append(process_execution_state_item(commit, asset_configs, limit))
 
-        return sort_execution_history_items(filter_nulls(execution_history_items))
+        return sort_execution_state_items(filter_nulls(execution_state_items))
diff --git a/gfe-db/pipeline/scripts/source_config/build.py b/gfe-db/pipeline/scripts/source_config/build.py
index ad761640..e627149d 100644
--- a/gfe-db/pipeline/scripts/source_config/build.py
+++ b/gfe-db/pipeline/scripts/source_config/build.py
@@ -19,7 +19,7 @@
 # these libraries are shared from the check_source_update function
 from src.utils.types import (
     InputParameters,
-    ExecutionHistoryItem,
+    ExecutionStateItem,
     RepositoryConfig,
     SourceConfig,
 )
@@ -29,7 +29,7 @@
     flatten_json_records,
     select_keys,
     rename_fields,
-    process_execution_history_items,
+    process_execution_state_items,
 )
 
 # Environment variables
@@ -100,8 +100,8 @@
     ]
     commits = [commit for commit in commits if commit["sha"] not in excluded_commit_shas]
 
-    # Build ExecutionHistoryItem list using thread pooling    
-    execution_history_items = process_execution_history_items(
+    # Build ExecutionStateItem list using thread pooling    
+    execution_state_items = process_execution_state_items(
         commits=commits,
         asset_configs=asset_configs,
         limit=limit,
@@ -132,9 +132,9 @@
                                 "limit": os.environ.get("LIMIT", None),
                             }
                         ),
-                        "execution_history": [
-                            ExecutionHistoryItem(**item)
-                            for item in execution_history_items
+                        "execution_state": [
+                            ExecutionStateItem(**item)
+                            for item in execution_state_items
                         ],
                     }
                 )

From 36d5b343ae803f15f56eb625ba93457c8e071bbd Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Tue, 2 May 2023 15:40:55 -0700
Subject: [PATCH 018/367] add update_execution_state

---
 .../functions/check_source_update/src/app.py  |  9 +++
 .../events/batch-job-running-state-event.json | 55 +++++++++++++++++++
 .../events/sfn-execution-aborted-event.json   | 26 +++++++++
 .../events/sfn-execution-failed-event.json    | 26 +++++++++
 .../events/sfn-execution-started-event.json   | 26 +++++++++
 .../events/sfn-execution-succeeded-event.json | 28 ++++++++++
 .../events/sfn-execution-timeout-event.json   | 26 +++++++++
 .../src/__init__.py}                          |  0
 .../update_execution_state/src/app.py         | 43 +++++++++++++++
 .../src/requirements.txt                      |  0
 gfe-db/pipeline/template.yaml                 |  8 +++
 11 files changed, 247 insertions(+)
 create mode 100644 gfe-db/pipeline/functions/update_execution_state/events/batch-job-running-state-event.json
 create mode 100644 gfe-db/pipeline/functions/update_execution_state/events/sfn-execution-aborted-event.json
 create mode 100644 gfe-db/pipeline/functions/update_execution_state/events/sfn-execution-failed-event.json
 create mode 100644 gfe-db/pipeline/functions/update_execution_state/events/sfn-execution-started-event.json
 create mode 100644 gfe-db/pipeline/functions/update_execution_state/events/sfn-execution-succeeded-event.json
 create mode 100644 gfe-db/pipeline/functions/update_execution_state/events/sfn-execution-timeout-event.json
 rename gfe-db/pipeline/functions/{check_source_update/events/event.json => update_execution_state/src/__init__.py} (100%)
 create mode 100644 gfe-db/pipeline/functions/update_execution_state/src/app.py
 create mode 100644 gfe-db/pipeline/functions/update_execution_state/src/requirements.txt

diff --git a/gfe-db/pipeline/functions/check_source_update/src/app.py b/gfe-db/pipeline/functions/check_source_update/src/app.py
index a22f9bb3..41b9a257 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/src/app.py
@@ -1,7 +1,16 @@
 import os
 import logging
+import json
+import boto3
 
 # set up logging
 logger = logging.getLogger()
 logger.setLevel(logging.INFO)
 
+# Environment
+AWS_REGION = os.environ["AWS_REGION"]
+
+def lambda_handler(event, context):
+    logger.info(json.loads(event))
+
+    return
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/update_execution_state/events/batch-job-running-state-event.json b/gfe-db/pipeline/functions/update_execution_state/events/batch-job-running-state-event.json
new file mode 100644
index 00000000..6207a5f4
--- /dev/null
+++ b/gfe-db/pipeline/functions/update_execution_state/events/batch-job-running-state-event.json
@@ -0,0 +1,55 @@
+{
+    "version": "0",
+    "id": "c8f9c4b5-76e5-d76a-f980-7011e206042b",
+    "detail-type": "Batch Job State Change",
+    "source": "aws.batch",
+    "account": "123456789012",
+    "time": "2022-01-11T23:36:40Z",
+    "region": "us-east-1",
+    "resources": [
+        "arn:aws:batch:us-east-1:123456789012:job/4c7599ae-0a82-49aa-ba5a-4727fcce14a8"
+    ],
+    "detail": {
+        "jobArn": "arn:aws:batch:us-east-1:123456789012:job/4c7599ae-0a82-49aa-ba5a-4727fcce14a8",
+        "jobName": "event-test",
+        "jobId": "4c7599ae-0a82-49aa-ba5a-4727fcce14a8",
+        "jobQueue": "arn:aws:batch:us-east-1:123456789012:job-queue/PexjEHappyPathCanary2JobQueue",
+        "status": "RUNNING",
+        "attempts": [],
+        "createdAt": 1641944200058,
+        "retryStrategy": {
+            "attempts": 2,
+            "evaluateOnExit": []
+        },
+        "dependsOn": [],
+        "jobDefinition": "arn:aws:batch:us-east-1:123456789012:job-definition/first-run-job-definition:1",
+        "parameters": {},
+        "container": {
+            "image": "137112412989.dkr.ecr.us-east-1.amazonaws.com/amazonlinux:latest",
+            "command": [
+                "sleep",
+                "600"
+            ],
+            "volumes": [],
+            "environment": [],
+            "mountPoints": [],
+            "ulimits": [],
+            "networkInterfaces": [],
+            "resourceRequirements": [
+                {
+                    "value": "2",
+                    "type": "VCPU"
+                }, {
+                    "value": "256",
+                    "type": "MEMORY"
+                }
+            ],
+            "secrets": []
+        },
+        "tags": {
+            "resourceArn": "arn:aws:batch:us-east-1:123456789012:job/4c7599ae-0a82-49aa-ba5a-4727fcce14a8"
+        },
+        "propagateTags": false,
+        "platformCapabilities": []
+    }
+}
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/update_execution_state/events/sfn-execution-aborted-event.json b/gfe-db/pipeline/functions/update_execution_state/events/sfn-execution-aborted-event.json
new file mode 100644
index 00000000..1515ff67
--- /dev/null
+++ b/gfe-db/pipeline/functions/update_execution_state/events/sfn-execution-aborted-event.json
@@ -0,0 +1,26 @@
+{
+    "version": "0",
+    "id": "315c1398-40ff-a850-213b-158f73e60175",
+    "detail-type": "Step Functions Execution Status Change",
+    "source": "aws.states",
+    "account": "012345678912",
+    "time": "2019-02-26T19:42:21Z",
+    "region": "us-east-1",
+    "resources": [
+      "arn:aws:states:us-east-1:012345678912:execution:state-machine-name:execution-name"
+    ],
+    "detail": {
+        "executionArn": "arn:aws:states:us-east-1:012345678912:execution:state-machine-name:execution-name",
+        "stateMachineArn": "arn:aws:states:us-east-1:012345678912:stateMachine:state-machine",
+        "name": "execution-name",
+        "status": "ABORTED",
+        "startDate": 1551225014968,
+        "stopDate": 1551225017576,
+        "input": "{}",
+        "inputDetails": {
+             "included": true
+        },
+        "output": null,
+        "outputDetails": null
+    }
+}
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/update_execution_state/events/sfn-execution-failed-event.json b/gfe-db/pipeline/functions/update_execution_state/events/sfn-execution-failed-event.json
new file mode 100644
index 00000000..35cbc727
--- /dev/null
+++ b/gfe-db/pipeline/functions/update_execution_state/events/sfn-execution-failed-event.json
@@ -0,0 +1,26 @@
+{
+    "version": "0",
+    "id": "315c1398-40ff-a850-213b-158f73e60175",
+    "detail-type": "Step Functions Execution Status Change",
+    "source": "aws.states",
+    "account": "012345678912",
+    "time": "2019-02-26T19:42:21Z",
+    "region": "us-east-1",
+    "resources": [
+      "arn:aws:states:us-east-1:012345678912:execution:state-machine-name:execution-name"
+    ],
+    "detail": {
+        "executionArn": "arn:aws:states:us-east-1:012345678912:execution:state-machine-name:execution-name",
+        "stateMachineArn": "arn:aws:states:us-east-1:012345678912:stateMachine:state-machine",
+        "name": "execution-name",
+        "status": "FAILED",
+        "startDate": 1551225146847,
+        "stopDate": 1551225151881,
+        "input": "{}",
+        "inputDetails": {
+             "included": true
+        },
+        "output": null,
+        "outputDetails": null
+    }
+}
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/update_execution_state/events/sfn-execution-started-event.json b/gfe-db/pipeline/functions/update_execution_state/events/sfn-execution-started-event.json
new file mode 100644
index 00000000..75f202ca
--- /dev/null
+++ b/gfe-db/pipeline/functions/update_execution_state/events/sfn-execution-started-event.json
@@ -0,0 +1,26 @@
+{
+    "version": "0",
+    "id": "315c1398-40ff-a850-213b-158f73e60175",
+    "detail-type": "Step Functions Execution Status Change",
+    "source": "aws.states",
+    "account": "012345678912",
+    "time": "2019-02-26T19:42:21Z",
+    "region": "us-east-1",
+    "resources": [
+      "arn:aws:states:us-east-1:012345678912:execution:state-machine-name:execution-name"
+    ],
+    "detail": {
+        "executionArn": "arn:aws:states:us-east-1:012345678912:execution:state-machine-name:execution-name",
+        "stateMachineArn": "arn:aws:states:us-east-1:012345678912:stateMachine:state-machine",
+        "name": "execution-name",
+        "status": "RUNNING",
+        "startDate": 1551225271984,
+        "stopDate":  null,
+        "input": "{}",
+        "inputDetails": {
+             "included": true
+        },
+        "output": null,
+        "outputDetails": null
+    }
+}
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/update_execution_state/events/sfn-execution-succeeded-event.json b/gfe-db/pipeline/functions/update_execution_state/events/sfn-execution-succeeded-event.json
new file mode 100644
index 00000000..452aea74
--- /dev/null
+++ b/gfe-db/pipeline/functions/update_execution_state/events/sfn-execution-succeeded-event.json
@@ -0,0 +1,28 @@
+{
+    "version": "0",
+    "id": "315c1398-40ff-a850-213b-158f73e60175",
+    "detail-type": "Step Functions Execution Status Change",
+    "source": "aws.states",
+    "account": "012345678912",
+    "time": "2019-02-26T19:42:21Z",
+    "region": "us-east-1",
+    "resources": [
+      "arn:aws:states:us-east-1:012345678912:execution:state-machine-name:execution-name"
+    ],
+    "detail": {
+        "executionArn": "arn:aws:states:us-east-1:012345678912:execution:state-machine-name:execution-name",
+        "stateMachineArn": "arn:aws:states:us-east-1:012345678912:stateMachine:state-machine",
+        "name": "execution-name",
+        "status": "SUCCEEDED",
+        "startDate": 1547148840101,
+        "stopDate": 1547148840122,
+        "input": "{}",
+        "inputDetails": {
+             "included": true
+        },
+        "output": "\"Hello World!\"",
+        "outputDetails": {
+             "included": true
+        }
+    }
+}
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/update_execution_state/events/sfn-execution-timeout-event.json b/gfe-db/pipeline/functions/update_execution_state/events/sfn-execution-timeout-event.json
new file mode 100644
index 00000000..1d0ecd9d
--- /dev/null
+++ b/gfe-db/pipeline/functions/update_execution_state/events/sfn-execution-timeout-event.json
@@ -0,0 +1,26 @@
+{
+    "version": "0",
+    "id": "315c1398-40ff-a850-213b-158f73e60175",
+    "detail-type": "Step Functions Execution Status Change",
+    "source": "aws.states",
+    "account": "012345678912",
+    "time": "2019-02-26T19:42:21Z",
+    "region": "us-east-1",
+    "resources": [
+      "arn:aws:states:us-east-1:012345678912:execution:state-machine-name:execution-name"
+    ],
+    "detail": {
+        "executionArn": "arn:aws:states:us-east-1:012345678912:execution:state-machine-name:execution-name",
+        "stateMachineArn": "arn:aws:states:us-east-1:012345678912:stateMachine:state-machine",
+        "name": "execution-name",
+        "status": "TIMED_OUT",
+        "startDate": 1551224926156,
+        "stopDate": 1551224927157,
+        "input": "{}",
+        "inputDetails": {
+             "included": true
+        },
+        "output": null,
+        "outputDetails": null
+    }
+}
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/check_source_update/events/event.json b/gfe-db/pipeline/functions/update_execution_state/src/__init__.py
similarity index 100%
rename from gfe-db/pipeline/functions/check_source_update/events/event.json
rename to gfe-db/pipeline/functions/update_execution_state/src/__init__.py
diff --git a/gfe-db/pipeline/functions/update_execution_state/src/app.py b/gfe-db/pipeline/functions/update_execution_state/src/app.py
new file mode 100644
index 00000000..1b79aace
--- /dev/null
+++ b/gfe-db/pipeline/functions/update_execution_state/src/app.py
@@ -0,0 +1,43 @@
+import os
+import logging
+import json
+import boto3
+
+# set up logging
+logger = logging.getLogger()
+logger.setLevel(logging.INFO)
+
+# Environment
+AWS_REGION = os.environ["AWS_REGION"]
+
+# Get SSM Parameters
+ssm = boto3.client('ssm')
+# state_machine_arn '/${AppName}/${Stage}/${AWS::Region}/UpdatePipelineArn'
+state_machine_arn = ssm.get_parameter(
+    Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/UpdatePipelineArn'
+)['Parameter']['Value']
+
+# table_name '/${AppName}/${Stage}/${AWS::Region}/ExecutionStateTableName'
+table_name = ssm.get_parameter(
+    Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/ExecutionStateTableName'
+)['Parameter']['Value']
+
+# job queue ARN '/${AppName}/${Stage}/${AWS::Region}/BuildJobQueueArn'
+job_queue_arn = ssm.get_parameter(
+    Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/BuildJobQueueArn'
+)['Parameter']['Value']
+
+def lambda_handler(event, context):
+    logger.info(json.loads(event))
+
+    # Get State Machine ARN
+
+    # Load event
+
+    # Validate Event is from correct State Machine or Batch Job queue
+
+    # Determine event type
+
+    # Update table
+    
+    return
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/update_execution_state/src/requirements.txt b/gfe-db/pipeline/functions/update_execution_state/src/requirements.txt
new file mode 100644
index 00000000..e69de29b
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 688a99fd..13a2edec 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -198,6 +198,14 @@ Resources:
         - Order: 1
           ComputeEnvironment: !Ref BuildComputeEnvironment
 
+  # SSM Parameter for the BuildJobQueue ARN
+  BuildJobQueueArn:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/BuildJobQueueArn'
+      Type: String
+      Value: !GetAtt BuildJobQueue.JobQueueArn
+
   BuildComputeEnvironment:
     Type: AWS::Batch::ComputeEnvironment
     Properties:

From 3c8afd5e35bc9a43d467d065e16ca6805cd25a4e Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Wed, 3 May 2023 11:44:40 -0700
Subject: [PATCH 019/367] compare execution state with source repository
 commits

---
 .../functions/check_source_update/src/app.py  | 160 +++++++++++++++++-
 .../check_source_update/src/utils/types.py    |   3 +
 .../check_source_update/src/utils/utils.py    |   4 +-
 .../pipeline/scripts/source_config/build.py   |   2 +
 4 files changed, 166 insertions(+), 3 deletions(-)

diff --git a/gfe-db/pipeline/functions/check_source_update/src/app.py b/gfe-db/pipeline/functions/check_source_update/src/app.py
index 41b9a257..04547bc7 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/src/app.py
@@ -1,7 +1,16 @@
+"""
+Checks a GitHub repository for new commits and triggers data ingestion
+"""
 import os
 import logging
 import json
 import boto3
+from utils.constants import (
+    GITHUB_REPOSITORY_OWNER,
+    GITHUB_REPOSITORY_NAME,
+)
+from utils.types import ExecutionStateItem, Commit, to_datetime
+from utils.utils import list_commits, process_execution_state_items
 
 # set up logging
 logger = logging.getLogger()
@@ -9,8 +18,155 @@
 
 # Environment
 AWS_REGION = os.environ["AWS_REGION"]
+APP_NAME = os.environ["APP_NAME"]
+STAGE = os.environ["STAGE"]
+
+# AWS clients
+ssm = boto3.client("ssm")
+dynamodb = boto3.resource("dynamodb", region_name=AWS_REGION)
+
+# Get SSM Parameters
+table_name = ssm.get_parameter(
+    Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/ExecutionStateTableName'
+)["Parameter"]["Value"]
+
+state_machine_arn = ssm.get_parameter(
+    Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/UpdatePipelineArn'
+)["Parameter"]["Value"]
+
 
 def lambda_handler(event, context):
-    logger.info(json.loads(event))
+    logger.info(json.dumps(event))
+
+    ### Retrieve Execution State ###
+    # instantiate table
+    table = dynamodb.Table(table_name)
+
+    # get all the items from the table
+    items = table.scan()["Items"]
+
+    # sort items by commit.date_utc
+    items = sorted(items, key=lambda x: x["commit.date_utc"], reverse=True)
+
+    # Deserialize the items
+    execution_state = [
+        ExecutionStateItem(
+            **{
+                "version": item["version"],
+                "commit": {
+                    "sha": item["commit.sha"],
+                    "message": item["commit.message"],
+                    "date_utc": item["commit.date_utc"],
+                    "html_url": item["commit.html_url"],
+                },
+                "status": item["status"],
+                "execution_date_utc": item["execution_date_utc"],
+                "input_parameters": item["input_parameters"],
+            }
+        )
+        for item in items
+    ]
+    del items
+
+    ### Retrieve Repository Commits ###
+    # get the most recent 100 commits from github
+    commits = list_commits(
+        GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME, per_page=100
+    )
+    repository_state = [
+        Commit(
+            **{
+                "sha": commit["sha"],
+                "message": commit["commit"]["message"],
+                "date_utc": commit["commit"]["author"]["date"],
+                "html_url": commit["html_url"],
+            }
+        )
+        for commit in commits
+    ]
+
+    # get the newest commits where date_utc is more recent
+    new_commits = [
+        commit
+        for commit in repository_state
+        if commit.date_utc > execution_state[0].commit.date_utc
+    ]
+
+    ### Process New Commits ### 
+    # TODO Note: current logic is making the assumption that commits retrieved from state have already been processed and are marked accordingly
+    # TODO All commits from state should be be processed if status is null, because this indicates they have not been handled yet
+    # if there are new commits, get the release version for each commit and deserialize
+    if len(new_commits) > 0:
+        asset_configs = [
+            {
+                "asset_name": "alignments/V_nuc.txt",  # commits from 3a71348 to current
+                "release_version_regex": r"[1-9]\d{0,1}\.[1-9]\d{0,2}\.0(?:\.\d{1,2})?(?=\s|$)",
+            },
+            {
+                "asset_name": "aligments/V_nuc.txt",  # commits from 8632b0d to 3645f26
+                "release_version_regex": r"[1-9]\d{0,1}\.[1-9]\d{0,2}\.0(?:\.\d{1,2})?(?=\s|$)",
+            },
+            {
+                "asset_name": "Alignments/V_nuc.txt",  # commits from af54d28 to 9d8f585
+                "release_version_regex": r"[1-9]\d{0,1}\.[1-9]\d{0,2}\.0(?:\.\d{1,2})?(?=\s|$)",
+            },
+            {
+                "asset_name": "V_nuc.txt",  # all commits before 08e0ef9
+                "release_version_regex": r"[1-9]\d{0,1}\.[1-9]\d{0,2}\.0(?:\.\d{1,2})?(?=\s|$)",
+            },
+        ]
+
+        # get the release version for each commit
+        new_execution_state_items = process_execution_state_items(
+            commits=[commit.dict() for commit in new_commits],
+            asset_configs=asset_configs,
+            limit=None,
+            parallel=False,
+        )
+
+        # TODO move inside new_execution_state_items
+        new_execution_state_items = [
+            ExecutionStateItem(**item) for item in new_execution_state_items
+        ]
+
+        # group by release version and get most recent by commit date (max date_utc)
+        unique_new_releases = list(set([item.version for item in new_execution_state_items]))
+        new_releases_by_commit = [
+            {
+                version: max(
+                    [
+                        item
+                        for item in new_execution_state_items
+                        if item.version == version
+                    ],
+                    key=lambda x: x.commit.date_utc,
+                )
+            }
+            for version in unique_new_releases
+        ]
+        # extract all commit values from new_releases_by_commit
+        commits_pending = [
+            list(item.values())[0].commit.sha for item in new_releases_by_commit
+        ]
+
+        # update execution state status as PENDING for commits that are the most recent release data,
+        # and SKIPPED for commits that are not the most recent release data
+        # ⚠️ see TODOs above regarding all commits from state being marked. This logic should process all commits 
+        # that have null status, and mark them as PENDING or SKIPPED accordingly
+        for item in new_execution_state_items:
+
+            # mark item processing status
+            if item.commit.sha in commits_pending:
+                item.status = "PENDING"
+            else:
+                item.status = "SKIPPED"
+
+            # set  execution_date_utc
+
+        
+
+    return
+
 
-    return
\ No newline at end of file
+if __name__ == "__main__":
+    lambda_handler({}, None)
diff --git a/gfe-db/pipeline/functions/check_source_update/src/utils/types.py b/gfe-db/pipeline/functions/check_source_update/src/utils/types.py
index 40886b88..4140cb34 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/utils/types.py
+++ b/gfe-db/pipeline/functions/check_source_update/src/utils/types.py
@@ -81,6 +81,9 @@ class RepositoryConfig(BaseModel):
     default_input_parameters: InputParameters
     execution_state: list[ExecutionStateItem]
 
+    # TODO include asset_config with target assets descriptors
+    # asset_config: dict[str, str]
+
     # validate that the url is a valid URL
     @validator('url')
     def url_is_valid(cls, v):
diff --git a/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py b/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py
index 7be6cae7..37ecfb6e 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py
+++ b/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py
@@ -475,6 +475,8 @@ def process_execution_state_item(commit: Dict[str, str], asset_configs: Dict[str
                 continue
 
         # return error count and increment outside this function
+
+        # TODO deserialize to ExecutionStateItem
         return result
 
 
@@ -500,7 +502,7 @@ def parallel_process_execution_state_items(commits: List[Dict[str, str]], asset_
 
 # limit is int or None
 # @cache_pickle
-def process_execution_state_items(commits: List[Dict[str, str]], asset_configs: List[Dict[str, str]], limit: None, parallel: str = False) -> List[Dict[str, str]]:
+def process_execution_state_items(commits: List[Dict[str, str]], asset_configs: List[Dict[str, str]], limit: None = None, parallel: str = False) -> List[Dict[str, str]]:
 
     if parallel == True:
         if limit:
diff --git a/gfe-db/pipeline/scripts/source_config/build.py b/gfe-db/pipeline/scripts/source_config/build.py
index e627149d..157e2205 100644
--- a/gfe-db/pipeline/scripts/source_config/build.py
+++ b/gfe-db/pipeline/scripts/source_config/build.py
@@ -70,6 +70,8 @@
     # Get the release version for each commit
     max_errors = 5
     limit = None
+
+    # TODO move to source config so this is accessible to other services
     asset_configs = [
         {
             "asset_name": "alignments/V_nuc.txt",  # commits from 3a71348 to current

From ce5bcc0321dc04730688e094feacd088f8dc5c71 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 4 May 2023 09:55:40 -0700
Subject: [PATCH 020/367] comments and clean up

---
 .../pipeline/functions/check_source_update/src/app.py  | 10 +++++-----
 gfe-db/pipeline/scripts/source_config/build.py         |  5 +++--
 2 files changed, 8 insertions(+), 7 deletions(-)

diff --git a/gfe-db/pipeline/functions/check_source_update/src/app.py b/gfe-db/pipeline/functions/check_source_update/src/app.py
index 04547bc7..d7d72586 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/src/app.py
@@ -1,5 +1,6 @@
 """
-Checks a GitHub repository for new commits and triggers data ingestion
+Checks a GitHub repository for new commits and triggers data ingestion. This function processes
+only the releases that it finds. To process specific releases, use a different method.
 """
 import os
 import logging
@@ -97,6 +98,7 @@ def lambda_handler(event, context):
     # TODO All commits from state should be be processed if status is null, because this indicates they have not been handled yet
     # if there are new commits, get the release version for each commit and deserialize
     if len(new_commits) > 0:
+        # TODO fetch from 
         asset_configs = [
             {
                 "asset_name": "alignments/V_nuc.txt",  # commits from 3a71348 to current
@@ -124,7 +126,7 @@ def lambda_handler(event, context):
             parallel=False,
         )
 
-        # TODO move inside new_execution_state_items
+        # TODO move inside process_execution_state_items
         new_execution_state_items = [
             ExecutionStateItem(**item) for item in new_execution_state_items
         ]
@@ -151,8 +153,6 @@ def lambda_handler(event, context):
 
         # update execution state status as PENDING for commits that are the most recent release data,
         # and SKIPPED for commits that are not the most recent release data
-        # ⚠️ see TODOs above regarding all commits from state being marked. This logic should process all commits 
-        # that have null status, and mark them as PENDING or SKIPPED accordingly
         for item in new_execution_state_items:
 
             # mark item processing status
@@ -161,7 +161,7 @@ def lambda_handler(event, context):
             else:
                 item.status = "SKIPPED"
 
-            # set  execution_date_utc
+            # TODO set execution_date_utc using Lambda context
 
         
 
diff --git a/gfe-db/pipeline/scripts/source_config/build.py b/gfe-db/pipeline/scripts/source_config/build.py
index 157e2205..7198668f 100644
--- a/gfe-db/pipeline/scripts/source_config/build.py
+++ b/gfe-db/pipeline/scripts/source_config/build.py
@@ -68,10 +68,9 @@
     commits = rename_fields(all_commits_flat, commit_key_names_map)
 
     # Get the release version for each commit
-    max_errors = 5
     limit = None
 
-    # TODO move to source config so this is accessible to other services
+    # TODO move to external config store
     asset_configs = [
         {
             "asset_name": "alignments/V_nuc.txt",  # commits from 3a71348 to current
@@ -114,6 +113,8 @@
     repository_path = f"{GITHUB_REPOSITORY_OWNER}/{GITHUB_REPOSITORY_NAME}"
     tracked_assets = ["hla.dat", "msf/"]
 
+    # TODO split up source config and execution stae
+    # TODO add asset_config item to source config
     source_config = SourceConfig(
         **{
             "created_at_utc": utc_now,

From e09ebeed8261459c664ff3fdafeb3d2655caeb84 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 4 May 2023 11:39:21 -0700
Subject: [PATCH 021/367] decouple source config from execution state and
 update base schema

---
 gfe-db/pipeline/config/source-config.json     | 6620 +----------------
 .../check_source_update/src/utils/types.py    |   77 +-
 .../check_source_update/src/utils/utils.py    |   37 +-
 .../pipeline/scripts/source_config/build.py   |   90 +-
 4 files changed, 131 insertions(+), 6693 deletions(-)

diff --git a/gfe-db/pipeline/config/source-config.json b/gfe-db/pipeline/config/source-config.json
index 42f42e2b..2155c1cd 100644
--- a/gfe-db/pipeline/config/source-config.json
+++ b/gfe-db/pipeline/config/source-config.json
@@ -1,6587 +1,59 @@
 {
-    "created_at_utc": "2023-05-01T21:32:31Z",
-    "updated_at_utc": "2023-05-01T21:32:31Z",
     "repositories": {
         "ANHIG/IMGTHLA": {
             "owner": "ANHIG",
             "name": "IMGTHLA",
+            "description": "Github for files currently published in the IPD-IMGT/HLA FTP Directory hosted at the European Bioinformatics Institute",
             "url": "https://github.com/ANHIG/IMGTHLA",
-            "tracked_assets": [
-                "hla.dat",
-                "msf/"
-            ],
+            "tracked_assets": {
+                "description": "Changes to these files trigger processing",
+                "values": [
+                    "hla.dat",
+                    "msf/"
+                ]
+            },
+            "target_metadata_config": {
+                "description": "Regex patterns to extract the release version metadata from the text content of the asset",
+                "values": [
+                    {
+                        "description": "Extract release version metadata for commits from 3a71348 to current",
+                        "asset_path": "alignments/V_nuc.txt",
+                        "metadata_regex": "[1-9]\\d{0,1}\\.[1-9]\\d{0,2}\\.0(?:\\.\\d{1,2})?(?=\\s|$)"
+                    },
+                    {
+                        "description": "Extract release version metadata for commits from 8632b0d to 3645f26",
+                        "asset_path": "aligments/V_nuc.txt",
+                        "metadata_regex": "[1-9]\\d{0,1}\\.[1-9]\\d{0,2}\\.0(?:\\.\\d{1,2})?(?=\\s|$)"
+                    },
+                    {
+                        "description": "Extract release version metadata for commits from af54d28 to 9d8f585",
+                        "asset_path": "Alignments/V_nuc.txt",
+                        "metadata_regex": "[1-9]\\d{0,1}\\.[1-9]\\d{0,2}\\.0(?:\\.\\d{1,2})?(?=\\s|$)"
+                    },
+                    {
+                        "description": "Extract release version metadata for all commits before 08e0ef9",
+                        "asset_path": "V_nuc.txt",
+                        "metadata_regex": "[1-9]\\d{0,1}\\.[1-9]\\d{0,2}\\.0(?:\\.\\d{1,2})?(?=\\s|$)"
+                    }
+                ]
+            },
+            "excluded_commit_shas": {
+                "description": "Commits to exclude from processing",
+                "values": [
+                    "08e0ef9f5c6aade40df681821a0b9caef439fe3a",
+                    "6ad21b61dee3689c5ae68370d635c5ede483c851",
+                    "79d13ceb388eb9dacc9e166be18cce9373f7fd1d",
+                    "9f35f8fe8a2e25bb076e588e65389cac16a8ed2f",
+                    "785c913f2d42abd68bcdf630ce2f58ee9b9c2579",
+                    "efc06e88b56d1e6e44661ec45f192dc1186a30ad"
+                ]
+            },
             "default_input_parameters": {
                 "align": false,
                 "kir": false,
                 "mem_profile": false,
-                "limit": "1000"
-            },
-            "execution_history": [
-                {
-                    "version": 3520,
-                    "execution_date_utc": null,
-                    "commit": {
-                        "sha": "38398a75e9762ff070d8e9bd714d074332646cd7",
-                        "date_utc": "2023-04-17T16:03:52Z",
-                        "message": "Merge pull request #334 from ANHIG/3520\n\nIPD-IMGT/HLA Release 3.52.0",
-                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/38398a75e9762ff070d8e9bd714d074332646cd7"
-                    },
-                    "input_parameters": null,
-                    "status": null
-                },
-                {
-                    "version": 3520,
-                    "execution_date_utc": null,
-                    "commit": {
-                        "sha": "def376dc6955b339b17f0a4b840e80eb6b9c744b",
-                        "date_utc": "2023-04-17T16:01:01Z",
-                        "message": "IPD-IMGT/HLA Release 3.52.0",
-                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/def376dc6955b339b17f0a4b840e80eb6b9c744b"
-                    },
-                    "input_parameters": null,
-                    "status": null
-                },
-                {
-                    "version": 3510,
-                    "execution_date_utc": null,
-                    "commit": {
-                        "sha": "5f2c562056f8ffa89aeea0631f2a52300ee0de17",
-                        "date_utc": "2023-01-13T10:04:48Z",
-                        "message": "Merge pull request #325 from ANHIG/3510\n\n3510",
-                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/5f2c562056f8ffa89aeea0631f2a52300ee0de17"
-                    },
-                    "input_parameters": null,
-                    "status": null
-                },
-                {
-                    "version": 3510,
-                    "execution_date_utc": null,
-                    "commit": {
-                        "sha": "4b8432c7d56121c84d6ef1d75a1c7185c628c13d",
-                        "date_utc": "2023-01-12T14:47:00Z",
-                        "message": "IPD-IMGT/HLA Database Release 3.51.0\n\nUpdated the ihiw folder for 3.51.0",
-                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/4b8432c7d56121c84d6ef1d75a1c7185c628c13d"
-                    },
-                    "input_parameters": null,
-                    "status": null
-                },
-                {
-                    "version": 3510,
-                    "execution_date_utc": null,
-                    "commit": {
-                        "sha": "4486f5c623705c6a14d9eeaba7d155cff30cdb43",
-                        "date_utc": "2023-01-12T14:36:43Z",
-                        "message": "IPD-IMGT/HLA Release 3.51.0\n\nUpdates for 3.51.0",
-                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/4486f5c623705c6a14d9eeaba7d155cff30cdb43"
-                    },
-                    "input_parameters": null,
-                    "status": null
-                },
-                {
-                    "version": 3500,
-                    "execution_date_utc": null,
-                    "commit": {
-                        "sha": "50b790037030d958b662085c3f4cf34ba72a32ec",
-                        "date_utc": "2022-12-14T10:02:54Z",
-                        "message": "Merge pull request #323 from ANHIG/3500\n\nCorrected missing date and version field in Allelelist_history.txt",
-                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/50b790037030d958b662085c3f4cf34ba72a32ec"
-                    },
-                    "input_parameters": null,
-                    "status": null
-                },
-                {
-                    "version": 3500,
-                    "execution_date_utc": null,
-                    "commit": {
-                        "sha": "36220a1c5c2d6954f4873a552544cc0e55b61d0a",
-                        "date_utc": "2022-12-14T10:02:28Z",
-                        "message": "Corrected missing date and version field in Allelelist_history.txt",
-                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/36220a1c5c2d6954f4873a552544cc0e55b61d0a"
-                    },
-                    "input_parameters": null,
-                    "status": null
-                },
-                {
-                    "version": 3500,
-                    "execution_date_utc": null,
-                    "commit": {
-                        "sha": "e941759874365cb152a3562c22d10847d10db326",
-                        "date_utc": "2022-10-14T08:47:37Z",
-                        "message": "Merge pull request #318 from ANHIG/3500\n\nhla.dat file for IPD-IMGT/HLA Release 3.50.0",
-                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/e941759874365cb152a3562c22d10847d10db326"
-                    },
-                    "input_parameters": null,
-                    "status": null
-                },
-                {
-                    "version": 3500,
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-                        "message": "Release 3.24.0.1 Update\n\nVersion Report - 3.24.0.1 (2016-05)\n\nThe following changes have been made to release 3.24.0 to correct a\nnumber of protein sequences, a number of minor errors in displaying the\nsequences and to include a number of sequences that were accidently\nomitted.\n\nCDS sequences\n\nThe C*04:09N deletion was incorrectly displayed.\nThe CDS sequences were not changed.\n\nProtein sequences\n\nThe following proteins sequences were incorrectly translated; A*30:78N,\nA*68:11N, C*03:316N, C*04:09N, DRB5*01:08N.\nThe following proteins sequences did not have the stop codon displayed;\nA*01:04N, A*68:18N, DPB1*507:01N.\n\nGenomic sequences\n\nThe following sequences were omitted; A*02:17:02, A*30:89, B*14:03,\nB*15:08:01, B*15:30, B*35:04:01, B*35:43:01, B*39:09:01, B*51:08:01,\nB*58:02:01, C*02:10:01:03,C*07:01:01:05, C*14:02:01:02, E*01:03:04,\nE*01:06, E*01:08N, E*01:09, E*01:10, DQB1*02:02:01:02.\n\nThe displayed sequences of the following alleles have been modified;\nA*68:18N, C*04:09N, DRB1*01:01:01, DRB1*01:03, DRB1*04:07:01,\nDRB1*07:01:01:03, DRB1*10:01:01:02, DRB1*11:02:01, DRB1*11:03:01,\nDRB1*11:01:01:02, DRB1*12:01:01:02, DRB1*12:01:01:03, DRB1*13:01:01:02,\nDRB1*15:02:01:02, DRB1*16:01:01, DRB1*16:02:01:02.\n\nChanges to the hla.dat file\n\nAt the request of our users, deleted alleles have been added to the\nhla.dat file. These are included as an entry with a single ambiguous\nbase 'x' in the nucleotide sequence. The 'DE' line descibes the allele\nand the reason for deletion.",
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-                        "message": "Release 3.24.0.1 Update\n\nVersion Report - 3.24.0.1 (2016-05)\n\nThe following changes have been made to release 3.24.0 to correct a\nnumber of protein sequences, a number of minor errors in displaying the\nsequences and to include a number of sequences that were accidently\nomitted.\n\nCDS sequences\n\nThe C*04:09N deletion was incorrectly displayed.\nThe CDS sequences were not changed.\n\nProtein sequences\n\nThe following proteins sequences were incorrectly translated; A*30:78N,\nA*68:11N, C*03:316N, C*04:09N, DRB5*01:08N.\nThe following proteins sequences did not have the stop codon displayed;\nA*01:04N, A*68:18N, DPB1*507:01N.\n\nGenomic sequences\n\nThe following sequences were omitted; A*02:17:02, A*30:89, B*14:03,\nB*15:08:01, B*15:30, B*35:04:01, B*35:43:01, B*39:09:01, B*51:08:01,\nB*58:02:01, C*02:10:01:03,C*07:01:01:05, C*14:02:01:02, E*01:03:04,\nE*01:06, E*01:08N, E*01:09, E*01:10, DQB1*02:02:01:02.\n\nThe displayed sequences of the following alleles have been modified;\nA*68:18N, C*04:09N, DRB1*01:01:01, DRB1*01:03, DRB1*04:07:01,\nDRB1*07:01:01:03, DRB1*10:01:01:02, DRB1*11:02:01, DRB1*11:03:01,\nDRB1*11:01:01:02, DRB1*12:01:01:02, DRB1*12:01:01:03, DRB1*13:01:01:02,\nDRB1*15:02:01:02, DRB1*16:01:01, DRB1*16:02:01:02.\n\nChanges to the hla.dat file\n\nAt the request of our users, deleted alleles have been added to the\nhla.dat file. These are included as an entry with a single ambiguous\nbase 'x' in the nucleotide sequence. The 'DE' line descibes the allele\nand the reason for deletion.",
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-                        "message": "Merge pull request #60 from jrob119/3240\n\nRelease 3.24.0 Update",
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-                        "message": "Update to Release 3.24.0\n\nThe A*30:89 genomic sequence was erroneously omitted from the release.\nThe alignment of the C*04:09N sequence has been reviewed and updated.\nThe nucleotide and protein sequences have not changed.",
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-                        "message": "Merge pull request #57 from jrob119/3240\n\nUpdated OID README.md",
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-                        "date_utc": "2014-10-10T08:28:16Z",
-                        "message": "Merge branch '3180' into Latest",
-                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/6070036419bc21c39658a0362a91bb0ba6105b56"
-                    },
-                    "input_parameters": null,
-                    "status": null
-                },
-                {
-                    "version": 3180,
-                    "execution_date_utc": null,
-                    "commit": {
-                        "sha": "b2bc0b6582d3d681518ba61fda43f4412ed4ce3c",
-                        "date_utc": "2014-10-10T08:11:43Z",
-                        "message": "Release 3.18.0",
-                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/b2bc0b6582d3d681518ba61fda43f4412ed4ce3c"
-                    },
-                    "input_parameters": null,
-                    "status": null
-                },
-                {
-                    "version": 3180,
-                    "execution_date_utc": null,
-                    "commit": {
-                        "sha": "552bffb1497d24e4f71b1accf7905a6356622c97",
-                        "date_utc": "2014-10-07T15:11:13Z",
-                        "message": "Release 3.18.0",
-                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/552bffb1497d24e4f71b1accf7905a6356622c97"
-                    },
-                    "input_parameters": null,
-                    "status": null
-                },
-                {
-                    "version": 3180,
-                    "execution_date_utc": null,
-                    "commit": {
-                        "sha": "e6cc9f3080932f9c77b6b03a7ab2e65ddb50bb3f",
-                        "date_utc": "2014-10-07T13:03:28Z",
-                        "message": "Release 3.18.0",
-                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/e6cc9f3080932f9c77b6b03a7ab2e65ddb50bb3f"
-                    },
-                    "input_parameters": null,
-                    "status": null
-                },
-                {
-                    "version": 3170,
-                    "execution_date_utc": null,
-                    "commit": {
-                        "sha": "3a71348c5399bbcc1c2b28cd4ebaaa287cd5269e",
-                        "date_utc": "2014-09-27T21:07:01Z",
-                        "message": "Renaming subdirectory",
-                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/3a71348c5399bbcc1c2b28cd4ebaaa287cd5269e"
-                    },
-                    "input_parameters": null,
-                    "status": null
-                },
-                {
-                    "version": 3170,
-                    "execution_date_utc": null,
-                    "commit": {
-                        "sha": "3645f26142d7b8481ab0b9848f87822118f04415",
-                        "date_utc": "2014-09-27T21:04:43Z",
-                        "message": "Added Allele lists to Latest Directory",
-                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/3645f26142d7b8481ab0b9848f87822118f04415"
-                    },
-                    "input_parameters": null,
-                    "status": null
-                },
-                {
-                    "version": 3170,
-                    "execution_date_utc": null,
-                    "commit": {
-                        "sha": "cfcebc23178847dbd71fd1154c59a251a2d570b8",
-                        "date_utc": "2014-09-27T21:03:12Z",
-                        "message": "Merge pull request #8 from jrob119/3170\n\n3170",
-                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/cfcebc23178847dbd71fd1154c59a251a2d570b8"
-                    },
-                    "input_parameters": null,
-                    "status": null
-                },
-                {
-                    "version": 3170,
-                    "execution_date_utc": null,
-                    "commit": {
-                        "sha": "4826201263c95aefc29beaeb323f883cf6b4edfb",
-                        "date_utc": "2014-09-27T21:02:10Z",
-                        "message": "Added XML Files",
-                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/4826201263c95aefc29beaeb323f883cf6b4edfb"
-                    },
-                    "input_parameters": null,
-                    "status": null
-                },
-                {
-                    "version": 3170,
-                    "execution_date_utc": null,
-                    "commit": {
-                        "sha": "0022011301eada9040803c924aa45423fd39e89c",
-                        "date_utc": "2014-09-27T20:56:36Z",
-                        "message": "Adding XML files",
-                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/0022011301eada9040803c924aa45423fd39e89c"
-                    },
-                    "input_parameters": null,
-                    "status": null
-                },
-                {
-                    "version": 3170,
-                    "execution_date_utc": null,
-                    "commit": {
-                        "sha": "69ac32a1e30dda03ea96d38178682a986d2b01db",
-                        "date_utc": "2014-09-27T20:50:18Z",
-                        "message": "Merge pull request #7 from jrob119/3170\n\n3170",
-                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/69ac32a1e30dda03ea96d38178682a986d2b01db"
-                    },
-                    "input_parameters": null,
-                    "status": null
-                },
-                {
-                    "version": 3170,
-                    "execution_date_utc": null,
-                    "commit": {
-                        "sha": "340238f97d078fc6b8524deac6366c9ce261b049",
-                        "date_utc": "2014-09-27T20:48:52Z",
-                        "message": "Merge pull request #6 from jrob119/Latest\n\nRenaming",
-                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/340238f97d078fc6b8524deac6366c9ce261b049"
-                    },
-                    "input_parameters": null,
-                    "status": null
-                },
-                {
-                    "version": 3170,
-                    "execution_date_utc": null,
-                    "commit": {
-                        "sha": "8632b0d19389dcac1b3f1089b634396b51ae8530",
-                        "date_utc": "2014-09-27T20:47:44Z",
-                        "message": "Renaming",
-                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/8632b0d19389dcac1b3f1089b634396b51ae8530"
-                    },
-                    "input_parameters": null,
-                    "status": null
-                },
-                {
-                    "version": 3170,
-                    "execution_date_utc": null,
-                    "commit": {
-                        "sha": "9d8f585502fcfe70c5f809ba44856a6f0cd986a2",
-                        "date_utc": "2014-09-27T20:33:43Z",
-                        "message": "Merge pull request #5 from jrob119/3170\n\nMerge pull request #4 from jrob119/Latest",
-                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/9d8f585502fcfe70c5f809ba44856a6f0cd986a2"
-                    },
-                    "input_parameters": null,
-                    "status": null
-                },
-                {
-                    "version": 3170,
-                    "execution_date_utc": null,
-                    "commit": {
-                        "sha": "7c9d9585576bec8fdf41e18d44033d2c8af7a923",
-                        "date_utc": "2014-09-27T20:33:03Z",
-                        "message": "Removed md5 file",
-                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/7c9d9585576bec8fdf41e18d44033d2c8af7a923"
-                    },
-                    "input_parameters": null,
-                    "status": null
-                },
-                {
-                    "version": 3170,
-                    "execution_date_utc": null,
-                    "commit": {
-                        "sha": "a07bcbd18f5f95606b16258241f9d18ba0e65390",
-                        "date_utc": "2014-09-27T19:53:05Z",
-                        "message": "Merge pull request #4 from jrob119/Latest\n\nMerge pull request #3 from jrob119/3170",
-                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/a07bcbd18f5f95606b16258241f9d18ba0e65390"
-                    },
-                    "input_parameters": null,
-                    "status": null
-                },
-                {
-                    "version": 3170,
-                    "execution_date_utc": null,
-                    "commit": {
-                        "sha": "0e31941b14171c16697123ff7b81becbeef1c089",
-                        "date_utc": "2014-09-27T19:38:32Z",
-                        "message": "Merge pull request #3 from jrob119/3170\n\nMerge pull request #2 from jrob119/Latest",
-                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/0e31941b14171c16697123ff7b81becbeef1c089"
-                    },
-                    "input_parameters": null,
-                    "status": null
-                },
-                {
-                    "version": 3170,
-                    "execution_date_utc": null,
-                    "commit": {
-                        "sha": "d9944466594e328cb46f732e5670660fd672a141",
-                        "date_utc": "2014-09-27T19:25:48Z",
-                        "message": "Merge pull request #2 from jrob119/Latest\n\nRestructuring",
-                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/d9944466594e328cb46f732e5670660fd672a141"
-                    },
-                    "input_parameters": null,
-                    "status": null
-                },
-                {
-                    "version": 3170,
-                    "execution_date_utc": null,
-                    "commit": {
-                        "sha": "16da2f90240d536159a20697fb952b4d14846b13",
-                        "date_utc": "2014-09-27T19:18:54Z",
-                        "message": "Restructuring to subdirectories",
-                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/16da2f90240d536159a20697fb952b4d14846b13"
-                    },
-                    "input_parameters": null,
-                    "status": null
-                },
-                {
-                    "version": 3170,
-                    "execution_date_utc": null,
-                    "commit": {
-                        "sha": "6ce547fefafa6b804338c231bcb137b789653fdc",
-                        "date_utc": "2014-09-27T19:13:24Z",
-                        "message": "Merge pull request #1 from jrob119/3170\n\nInitial Release and Commit",
-                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/6ce547fefafa6b804338c231bcb137b789653fdc"
-                    },
-                    "input_parameters": null,
-                    "status": null
-                },
-                {
-                    "version": 3170,
-                    "execution_date_utc": null,
-                    "commit": {
-                        "sha": "af54d281b5f99a75ba06f1026bac7a4086d92f8a",
-                        "date_utc": "2014-09-27T19:10:12Z",
-                        "message": "Initial Release and Commit",
-                        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/af54d281b5f99a75ba06f1026bac7a4086d92f8a"
-                    },
-                    "input_parameters": null,
-                    "status": null
-                }
-            ]
+                "limit": -1
+            }
         }
     }
 }
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/check_source_update/src/utils/types.py b/gfe-db/pipeline/functions/check_source_update/src/utils/types.py
index 4140cb34..befc4a55 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/utils/types.py
+++ b/gfe-db/pipeline/functions/check_source_update/src/utils/types.py
@@ -73,53 +73,74 @@ def version_is_valid(cls, v):
             raise ValueError("Version must match '^[1-9][0-9]{2}0$'")
         return v
 
+class ExcludedCommitShas(BaseModel):
+    description: str
+    values: list[str]
+
+    # TODO validate that values are hex strings
+
+class TrackedAssetsConfig(BaseModel):
+    description: str
+    values: list[str]
+
+class TargetMetadataConfigItem(BaseModel):
+    description: str
+    asset_path: str
+    metadata_regex: str
+
+class TargetMetadataConfig(BaseModel):
+    description: str
+    values: list[TargetMetadataConfigItem]
+
 class RepositoryConfig(BaseModel):
     owner: str
     name: str
+    description: str
     url: str
-    tracked_assets: list[str]
+    tracked_assets: Optional[TrackedAssetsConfig]  
+    target_metadata_config: Optional[TargetMetadataConfig]
+    excluded_commit_shas: Optional[ExcludedCommitShas]
     default_input_parameters: InputParameters
-    execution_state: list[ExecutionStateItem]
-
-    # TODO include asset_config with target assets descriptors
-    # asset_config: dict[str, str]
+    # execution_state: list[ExecutionStateItem]
 
     # validate that the url is a valid URL
     @validator('url')
     def url_is_valid(cls, v):
         return url_is_valid(v)
     
-    # validate that execution_state is sorted by commit.date_utc descending
-    @validator('execution_state')
-    def execution_state_is_sorted(cls, v):
-        if not all(v[i].commit.date_utc >= v[i+1].commit.date_utc for i in range(len(v)-1)):
-            raise ValueError("Execution history must be sorted by commit.date_utc descending")
-        return v
+    # # validate that execution_state is sorted by commit.date_utc descending
+    # @validator('execution_state')
+    # def execution_state_is_sorted(cls, v):
+    #     if not all(v[i].commit.date_utc >= v[i+1].commit.date_utc for i in range(len(v)-1)):
+    #         raise ValueError("Execution history must be sorted by commit.date_utc descending")
+    #     return v
     
-    # Releases are formatted as a 4 digit integer incrementing by 10 with a lower bound of 3170
-    # Based on the formatting described, validate that no releases are missing from execution_state
-    # Remember that the execution_state is sorted by commit.date_utc descending, so release versions will decrement by 10
-    @validator('execution_state')
-    def execution_state_has_no_missing_releases(cls, v):
+    # # Releases are formatted as a 4 digit integer incrementing by 10 with a lower bound of 3170
+    # # Based on the formatting described, validate that no releases are missing from execution_state
+    # # Remember that the execution_state is sorted by commit.date_utc descending, so release versions will decrement by 10
+    # @validator('execution_state')
+    # def execution_state_has_no_missing_releases(cls, v):
 
-        unique_release_versions = sorted(list(set([item.version for item in v])), reverse=True)
+    #     unique_release_versions = sorted(list(set([item.version for item in v])), reverse=True)
 
-        first_version = 3170 
-        expected_version = v[0].version
-        for version in unique_release_versions:
-            if version != expected_version:
-                raise ValueError(f"Execution history is missing version {expected_version}")
-            expected_version -= 10
+    #     first_version = 3170 
+    #     expected_version = v[0].version
+    #     for version in unique_release_versions:
+    #         if version != expected_version:
+    #             raise ValueError(f"Execution history is missing version {expected_version}")
+    #         expected_version -= 10
 
-            if version == first_version:
-                break
+    #         if version == first_version:
+    #             break
 
-        return v 
+    #     return v 
 
-class SourceConfig(BaseModel):
+class SourceConfigBase(BaseModel):
+    repositories: dict[str, RepositoryConfig]
+
+class SourceConfig(SourceConfigBase):
     created_at_utc: str
     updated_at_utc: str
-    repositories: dict[str, RepositoryConfig]
 
     # validate dates are ISO 8601 format with timezone for created_at_utc, updated_at_utc
     @validator('created_at_utc', 'updated_at_utc')
diff --git a/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py b/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py
index 37ecfb6e..77a41c2b 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py
+++ b/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py
@@ -12,7 +12,12 @@
 from concurrent.futures import ThreadPoolExecutor, as_completed
 import boto3
 from botocore.exceptions import ClientError
-from .types import SourceConfig, Commit
+from .types import (
+    SourceConfigBase, 
+    SourceConfig, 
+    TargetMetadataConfigItem,
+    Commit
+)
 from .constants import (
     AWS_REGION, 
     GITHUB_PERSONAL_ACCESS_TOKEN,
@@ -152,9 +157,9 @@ def write_s3_json(bucket, key, data):
         raise err
 
 
-def read_source_config(bucket, key):
+def read_source_config_base(bucket, key):
     data = read_s3_json(bucket, key)
-    return SourceConfig(**data)
+    return SourceConfigBase(**data)
 
 
 def write_source_config(bucket, key, source_config: SourceConfig):
@@ -429,9 +434,9 @@ def find_text(pattern, input_str):
 
 def get_release_version_for_commit(commit: dict, **kwargs) -> int:
         sha = commit['sha']
-        asset_name = kwargs['asset_name']
-        release_version_regex = kwargs['release_version_regex']
-        allele_list = get_repo_asset(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME, asset_name, sha)
+        asset_path = kwargs['asset_path']
+        release_version_regex = kwargs['metadata_regex']
+        allele_list = get_repo_asset(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME, asset_path, sha)
         release_version = find_text(release_version_regex, allele_list)
         if release_version is None:
             raise Exception(f"Release version not found for commit {sha}")
@@ -446,14 +451,14 @@ def sort_execution_state_items(execution_state_items: List[Dict[str, str]], asce
     return sorted(execution_state_items, key=lambda x: x['commit'].date_utc, reverse=(not ascending))
 
 
-def process_execution_state_item(commit: Dict[str, str], asset_configs: Dict[str, str], limit: int = None) -> Dict[str, str]:
+def process_execution_state_item(commit: Dict[str, str], target_metadata_config: list[TargetMetadataConfigItem], limit: int = None) -> Dict[str, str]:
     errors = 0
     sha = commit['sha']
 
-    for idx, asset_config in enumerate(asset_configs):
+    for idx, config in enumerate(target_metadata_config):
         try:
-            logger.info(f"Getting release version for sha {sha} from {asset_config['asset_name']}")
-            release_version = get_release_version_for_commit(commit, **asset_config)
+            logger.info(f"Getting release version for sha {sha} from {config.asset_path}")
+            release_version = get_release_version_for_commit(commit, **config.dict())
             logger.info(f"Found release version {release_version} ({sha})")
 
             result = {
@@ -468,7 +473,7 @@ def process_execution_state_item(commit: Dict[str, str], asset_configs: Dict[str
             # Need to find another file that indicates the release version should be small
             errors += 1
             logger.error(f"Error processing commit {sha}: {e}")
-            if errors == len(asset_configs):
+            if errors == len(target_metadata_config.values):
                 # logger.error(f"Max errors reached. Exiting loop.")
                 raise Exception(f"No assets found for commit {sha}")
             else:
@@ -480,7 +485,7 @@ def process_execution_state_item(commit: Dict[str, str], asset_configs: Dict[str
         return result
 
 
-def parallel_process_execution_state_items(commits: List[Dict[str, str]], asset_configs: List[Dict[str, str]], limit: int = None):
+def parallel_process_execution_state_items(commits: List[Dict[str, str]], target_metadata_config: list[TargetMetadataConfigItem], limit: int = None):
     execution_state_items = []
     num_cores = multiprocessing.cpu_count()
     num_threads = max(1, num_cores - 1)  # Reserve one core for other processes
@@ -491,7 +496,7 @@ def parallel_process_execution_state_items(commits: List[Dict[str, str]], asset_
 
         # Submit the process_commit function for each commit to the executor
         futures = [
-            executor.submit(process_execution_state_item, commit, asset_configs)
+            executor.submit(process_execution_state_item, commit, target_metadata_config)
             for commit in commits[:limit]
         ]
 
@@ -502,15 +507,15 @@ def parallel_process_execution_state_items(commits: List[Dict[str, str]], asset_
 
 # limit is int or None
 # @cache_pickle
-def process_execution_state_items(commits: List[Dict[str, str]], asset_configs: List[Dict[str, str]], limit: None = None, parallel: str = False) -> List[Dict[str, str]]:
+def process_execution_state_items(commits: List[Dict[str, str]], target_metadata_config: list[TargetMetadataConfigItem], limit: None = None, parallel: str = False) -> List[Dict[str, str]]:
 
     if parallel == True:
         if limit:
             logger.warning("'limit' will not work if parallel processing is enabled")
-        return parallel_process_execution_state_items(commits, asset_configs, limit)
+        return parallel_process_execution_state_items(commits, target_metadata_config, limit)
     else:
         execution_state_items = []
         for commit in commits[:limit]:
-            execution_state_items.append(process_execution_state_item(commit, asset_configs, limit))
+            execution_state_items.append(process_execution_state_item(commit, target_metadata_config, limit))
 
         return sort_execution_state_items(filter_nulls(execution_state_items))
diff --git a/gfe-db/pipeline/scripts/source_config/build.py b/gfe-db/pipeline/scripts/source_config/build.py
index 7198668f..19afec0f 100644
--- a/gfe-db/pipeline/scripts/source_config/build.py
+++ b/gfe-db/pipeline/scripts/source_config/build.py
@@ -22,8 +22,10 @@
     ExecutionStateItem,
     RepositoryConfig,
     SourceConfig,
+    # SourceConfigBase
 )
 from src.utils import (
+    read_source_config_base,
     paginate_commits,
     select_fields,
     flatten_json_records,
@@ -37,10 +39,14 @@
 GITHUB_REPOSITORY_OWNER = "ANHIG"  # os.environ["GITHUB_REPOSITORY_OWNER"]
 GITHUB_REPOSITORY_NAME = "IMGTHLA"  # os.environ["GITHUB_REPOSITORY_NAME"]
 DATA_BUCKET_NAME = os.environ["DATA_BUCKET_NAME"]
-PIPELINE_CONFIG_S3_PATH = os.environ["PIPELINE_CONFIG_S3_PATH"]
+PIPELINE_SOURCE_CONFIG_BASE_S3_PATH = os.environ["PIPELINE_SOURCE_CONFIG_BASE_S3_PATH"]
 
 
 if __name__ == "__main__":
+
+    # Get base source config
+    source_config_base = read_source_config_base(DATA_BUCKET_NAME, PIPELINE_SOURCE_CONFIG_BASE_S3_PATH)
+
     # Paths
     # TODO arg
     output_dir = Path(f"{APP_NAME}/pipeline/config")
@@ -68,81 +74,15 @@
     commits = rename_fields(all_commits_flat, commit_key_names_map)
 
     # Get the release version for each commit
-    limit = None
-
-    # TODO move to external config store
-    asset_configs = [
-        {
-            "asset_name": "alignments/V_nuc.txt",  # commits from 3a71348 to current
-            "release_version_regex": r"[1-9]\d{0,1}\.[1-9]\d{0,2}\.0(?:\.\d{1,2})?(?=\s|$)",
-        },
-        {
-            "asset_name": "aligments/V_nuc.txt",  # commits from 8632b0d to 3645f26
-            "release_version_regex": r"[1-9]\d{0,1}\.[1-9]\d{0,2}\.0(?:\.\d{1,2})?(?=\s|$)",
-        },
-        {
-            "asset_name": "Alignments/V_nuc.txt",  # commits from af54d28 to 9d8f585
-            "release_version_regex": r"[1-9]\d{0,1}\.[1-9]\d{0,2}\.0(?:\.\d{1,2})?(?=\s|$)",
-        },
-        {
-            "asset_name": "V_nuc.txt",  # all commits before 08e0ef9
-            "release_version_regex": r"[1-9]\d{0,1}\.[1-9]\d{0,2}\.0(?:\.\d{1,2})?(?=\s|$)",
-        },
-    ]
-
-    # Excluding old commits with no useful information
-    excluded_commit_shas = [
-        "08e0ef9f5c6aade40df681821a0b9caef439fe3a",
-        "6ad21b61dee3689c5ae68370d635c5ede483c851",
-        "79d13ceb388eb9dacc9e166be18cce9373f7fd1d",
-        "9f35f8fe8a2e25bb076e588e65389cac16a8ed2f",
-        "785c913f2d42abd68bcdf630ce2f58ee9b9c2579",
-        "efc06e88b56d1e6e44661ec45f192dc1186a30ad",
-    ]
+    target_metadata_config = source_config_base.repositories[GITHUB_REPOSITORY_OWNER+"/"+GITHUB_REPOSITORY_NAME].target_metadata_config.values
+    excluded_commit_shas = source_config_base.repositories[GITHUB_REPOSITORY_OWNER+"/"+GITHUB_REPOSITORY_NAME].excluded_commit_shas.values
     commits = [commit for commit in commits if commit["sha"] not in excluded_commit_shas]
 
     # Build ExecutionStateItem list using thread pooling    
     execution_state_items = process_execution_state_items(
         commits=commits,
-        asset_configs=asset_configs,
-        limit=limit,
-        parallel=True,
-    )
-
-    # Build RepositoryConfig
-    repository_path = f"{GITHUB_REPOSITORY_OWNER}/{GITHUB_REPOSITORY_NAME}"
-    tracked_assets = ["hla.dat", "msf/"]
-
-    # TODO split up source config and execution stae
-    # TODO add asset_config item to source config
-    source_config = SourceConfig(
-        **{
-            "created_at_utc": utc_now,
-            "updated_at_utc": utc_now,
-            "repositories": {
-                repository_path: RepositoryConfig(
-                    **{
-                        "owner": GITHUB_REPOSITORY_OWNER,
-                        "name": GITHUB_REPOSITORY_NAME,
-                        "url": f"https://github.com/{repository_path}",
-                        "tracked_assets": tracked_assets,
-                        # TODO fetch default input parameters from S3 so they are easy to update
-                        "default_input_parameters": InputParameters(
-                            **{
-                                "align": os.environ.get("ALIGN", False),
-                                "kir": os.environ.get("KIR", False),
-                                "mem_profile": os.environ.get("MEM_PROFILE", False),
-                                "limit": os.environ.get("LIMIT", None),
-                            }
-                        ),
-                        "execution_state": [
-                            ExecutionStateItem(**item)
-                            for item in execution_state_items
-                        ],
-                    }
-                )
-            },
-        }
+        target_metadata_config=target_metadata_config,
+        parallel=False,
     )
 
     # # convert utc_now string to datetime object using YYYYMMDDHHMM format
@@ -150,9 +90,9 @@
     #     "%Y%m%d-%H%M"
     # )
 
-    # TODO get from argparse
-    # write SourceConfig locally
-    with open(output_dir / f"source-config.json", "w") as f:
-        json.dump(source_config.dict(), f, indent=4)
+    # # TODO get from argparse
+    # # write SourceConfig locally
+    # with open(output_dir / f"source-config.json", "w") as f:
+    #     json.dump(source_config.dict(), f, indent=4)
 
 exit(0)

From 0d4cf09e98f568734db6c290d25e8a65f697f8e3 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 4 May 2023 21:23:44 -0700
Subject: [PATCH 022/367] add repository config to execution state item

---
 gfe-db/pipeline/config/execution-state.json   | 14775 ++++++++++++++++
 gfe-db/pipeline/config/source-config.json     |     4 +-
 .../check_source_update/src/utils/types.py    |   121 +-
 .../check_source_update/src/utils/utils.py    |   306 +-
 .../pipeline/scripts/source_config/build.py   |    70 +-
 5 files changed, 15061 insertions(+), 215 deletions(-)
 create mode 100644 gfe-db/pipeline/config/execution-state.json

diff --git a/gfe-db/pipeline/config/execution-state.json b/gfe-db/pipeline/config/execution-state.json
new file mode 100644
index 00000000..b0aadad1
--- /dev/null
+++ b/gfe-db/pipeline/config/execution-state.json
@@ -0,0 +1,14775 @@
+{
+    "created_utc": "2023-05-05T03:51:33Z",
+    "updated_utc": "2023-05-05T03:51:33Z",
+    "items": [
+        {
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "description": null,
+                "url": "https://github.com/ANHIG/IMGTHLA",
+                "tracked_assets": null,
+                "target_metadata_config": null,
+                "excluded_commit_shas": null,
+                "default_input_parameters": {
+                    "align": false,
+                    "kir": false,
+                    "mem_profile": false,
+                    "limit": -1
+                }
+            },
+            "version": 3520,
+            "execution_date_utc": null,
+            "commit": {
+                "sha": "38398a75e9762ff070d8e9bd714d074332646cd7",
+                "date_utc": "2023-04-17T16:03:52Z",
+                "message": "Merge pull request #334 from ANHIG/3520\n\nIPD-IMGT/HLA Release 3.52.0",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/38398a75e9762ff070d8e9bd714d074332646cd7"
+            },
+            "input_parameters": null,
+            "status": null
+        },
+        {
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "description": null,
+                "url": "https://github.com/ANHIG/IMGTHLA",
+                "tracked_assets": null,
+                "target_metadata_config": null,
+                "excluded_commit_shas": null,
+                "default_input_parameters": {
+                    "align": false,
+                    "kir": false,
+                    "mem_profile": false,
+                    "limit": -1
+                }
+            },
+            "version": 3520,
+            "execution_date_utc": null,
+            "commit": {
+                "sha": "def376dc6955b339b17f0a4b840e80eb6b9c744b",
+                "date_utc": "2023-04-17T16:01:01Z",
+                "message": "IPD-IMGT/HLA Release 3.52.0",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/def376dc6955b339b17f0a4b840e80eb6b9c744b"
+            },
+            "input_parameters": null,
+            "status": null
+        },
+        {
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "description": null,
+                "url": "https://github.com/ANHIG/IMGTHLA",
+                "tracked_assets": null,
+                "target_metadata_config": null,
+                "excluded_commit_shas": null,
+                "default_input_parameters": {
+                    "align": false,
+                    "kir": false,
+                    "mem_profile": false,
+                    "limit": -1
+                }
+            },
+            "version": 3510,
+            "execution_date_utc": null,
+            "commit": {
+                "sha": "5f2c562056f8ffa89aeea0631f2a52300ee0de17",
+                "date_utc": "2023-01-13T10:04:48Z",
+                "message": "Merge pull request #325 from ANHIG/3510\n\n3510",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/5f2c562056f8ffa89aeea0631f2a52300ee0de17"
+            },
+            "input_parameters": null,
+            "status": null
+        },
+        {
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "description": null,
+                "url": "https://github.com/ANHIG/IMGTHLA",
+                "tracked_assets": null,
+                "target_metadata_config": null,
+                "excluded_commit_shas": null,
+                "default_input_parameters": {
+                    "align": false,
+                    "kir": false,
+                    "mem_profile": false,
+                    "limit": -1
+                }
+            },
+            "version": 3510,
+            "execution_date_utc": null,
+            "commit": {
+                "sha": "4b8432c7d56121c84d6ef1d75a1c7185c628c13d",
+                "date_utc": "2023-01-12T14:47:00Z",
+                "message": "IPD-IMGT/HLA Database Release 3.51.0\n\nUpdated the ihiw folder for 3.51.0",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/4b8432c7d56121c84d6ef1d75a1c7185c628c13d"
+            },
+            "input_parameters": null,
+            "status": null
+        },
+        {
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "description": null,
+                "url": "https://github.com/ANHIG/IMGTHLA",
+                "tracked_assets": null,
+                "target_metadata_config": null,
+                "excluded_commit_shas": null,
+                "default_input_parameters": {
+                    "align": false,
+                    "kir": false,
+                    "mem_profile": false,
+                    "limit": -1
+                }
+            },
+            "version": 3510,
+            "execution_date_utc": null,
+            "commit": {
+                "sha": "4486f5c623705c6a14d9eeaba7d155cff30cdb43",
+                "date_utc": "2023-01-12T14:36:43Z",
+                "message": "IPD-IMGT/HLA Release 3.51.0\n\nUpdates for 3.51.0",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/4486f5c623705c6a14d9eeaba7d155cff30cdb43"
+            },
+            "input_parameters": null,
+            "status": null
+        },
+        {
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "description": null,
+                "url": "https://github.com/ANHIG/IMGTHLA",
+                "tracked_assets": null,
+                "target_metadata_config": null,
+                "excluded_commit_shas": null,
+                "default_input_parameters": {
+                    "align": false,
+                    "kir": false,
+                    "mem_profile": false,
+                    "limit": -1
+                }
+            },
+            "version": 3500,
+            "execution_date_utc": null,
+            "commit": {
+                "sha": "50b790037030d958b662085c3f4cf34ba72a32ec",
+                "date_utc": "2022-12-14T10:02:54Z",
+                "message": "Merge pull request #323 from ANHIG/3500\n\nCorrected missing date and version field in Allelelist_history.txt",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/50b790037030d958b662085c3f4cf34ba72a32ec"
+            },
+            "input_parameters": null,
+            "status": null
+        },
+        {
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "description": null,
+                "url": "https://github.com/ANHIG/IMGTHLA",
+                "tracked_assets": null,
+                "target_metadata_config": null,
+                "excluded_commit_shas": null,
+                "default_input_parameters": {
+                    "align": false,
+                    "kir": false,
+                    "mem_profile": false,
+                    "limit": -1
+                }
+            },
+            "version": 3500,
+            "execution_date_utc": null,
+            "commit": {
+                "sha": "36220a1c5c2d6954f4873a552544cc0e55b61d0a",
+                "date_utc": "2022-12-14T10:02:28Z",
+                "message": "Corrected missing date and version field in Allelelist_history.txt",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/36220a1c5c2d6954f4873a552544cc0e55b61d0a"
+            },
+            "input_parameters": null,
+            "status": null
+        },
+        {
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "description": null,
+                "url": "https://github.com/ANHIG/IMGTHLA",
+                "tracked_assets": null,
+                "target_metadata_config": null,
+                "excluded_commit_shas": null,
+                "default_input_parameters": {
+                    "align": false,
+                    "kir": false,
+                    "mem_profile": false,
+                    "limit": -1
+                }
+            },
+            "version": 3500,
+            "execution_date_utc": null,
+            "commit": {
+                "sha": "e941759874365cb152a3562c22d10847d10db326",
+                "date_utc": "2022-10-14T08:47:37Z",
+                "message": "Merge pull request #318 from ANHIG/3500\n\nhla.dat file for IPD-IMGT/HLA Release 3.50.0",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/e941759874365cb152a3562c22d10847d10db326"
+            },
+            "input_parameters": null,
+            "status": null
+        },
+        {
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "description": null,
+                "url": "https://github.com/ANHIG/IMGTHLA",
+                "tracked_assets": null,
+                "target_metadata_config": null,
+                "excluded_commit_shas": null,
+                "default_input_parameters": {
+                    "align": false,
+                    "kir": false,
+                    "mem_profile": false,
+                    "limit": -1
+                }
+            },
+            "version": 3500,
+            "execution_date_utc": null,
+            "commit": {
+                "sha": "2d38d3313229fdc5f8aa00052a2db21b35be3d2d",
+                "date_utc": "2022-10-14T08:46:01Z",
+                "message": "hla.dat file for IPD-IMGT/HLA Release 3.50.0",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/2d38d3313229fdc5f8aa00052a2db21b35be3d2d"
+            },
+            "input_parameters": null,
+            "status": null
+        },
+        {
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "description": null,
+                "url": "https://github.com/ANHIG/IMGTHLA",
+                "tracked_assets": null,
+                "target_metadata_config": null,
+                "excluded_commit_shas": null,
+                "default_input_parameters": {
+                    "align": false,
+                    "kir": false,
+                    "mem_profile": false,
+                    "limit": -1
+                }
+            },
+            "version": 3500,
+            "execution_date_utc": null,
+            "commit": {
+                "sha": "1ce31fc9e2805034578eff60a269c02176f03252",
+                "date_utc": "2022-10-13T13:06:12Z",
+                "message": "Merge pull request #317 from ANHIG/3500\n\nIPD-IMGT/HLA Release 3.50.0",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/1ce31fc9e2805034578eff60a269c02176f03252"
+            },
+            "input_parameters": null,
+            "status": null
+        },
+        {
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "description": null,
+                "url": "https://github.com/ANHIG/IMGTHLA",
+                "tracked_assets": null,
+                "target_metadata_config": null,
+                "excluded_commit_shas": null,
+                "default_input_parameters": {
+                    "align": false,
+                    "kir": false,
+                    "mem_profile": false,
+                    "limit": -1
+                }
+            },
+            "version": 3500,
+            "execution_date_utc": null,
+            "commit": {
+                "sha": "2c631a4b61d529ff1c0635750888f6f6d79c2703",
+                "date_utc": "2022-10-13T12:58:37Z",
+                "message": "IPD-IMGT/HLA Release 3.50.0",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/2c631a4b61d529ff1c0635750888f6f6d79c2703"
+            },
+            "input_parameters": null,
+            "status": null
+        },
+        {
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "description": null,
+                "url": "https://github.com/ANHIG/IMGTHLA",
+                "tracked_assets": null,
+                "target_metadata_config": null,
+                "excluded_commit_shas": null,
+                "default_input_parameters": {
+                    "align": false,
+                    "kir": false,
+                    "mem_profile": false,
+                    "limit": -1
+                }
+            },
+            "version": 3490,
+            "execution_date_utc": null,
+            "commit": {
+                "sha": "12b4b94bb49b4640fa48a1182cc9b1e1fbf7e816",
+                "date_utc": "2022-08-25T15:44:07Z",
+                "message": "Merge pull request #315 from ANHIG/3490\n\nRemoval of duplicate \"KW   Human MHC;\" in hla.dat; Removal of empty 3\u2026",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/12b4b94bb49b4640fa48a1182cc9b1e1fbf7e816"
+            },
+            "input_parameters": null,
+            "status": null
+        },
+        {
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "description": null,
+                "url": "https://github.com/ANHIG/IMGTHLA",
+                "tracked_assets": null,
+                "target_metadata_config": null,
+                "excluded_commit_shas": null,
+                "default_input_parameters": {
+                    "align": false,
+                    "kir": false,
+                    "mem_profile": false,
+                    "limit": -1
+                }
+            },
+            "version": 3490,
+            "execution_date_utc": null,
+            "commit": {
+                "sha": "8f80f24d49797595d8a18b8d4d1f59846fbf3fe1",
+                "date_utc": "2022-08-25T15:43:12Z",
+                "message": "Removal of duplicate \"KW   Human MHC;\" in hla.dat; Removal of empty 3'UTR in DQB1*03:480Q",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/8f80f24d49797595d8a18b8d4d1f59846fbf3fe1"
+            },
+            "input_parameters": null,
+            "status": null
+        },
+        {
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "description": null,
+                "url": "https://github.com/ANHIG/IMGTHLA",
+                "tracked_assets": null,
+                "target_metadata_config": null,
+                "excluded_commit_shas": null,
+                "default_input_parameters": {
+                    "align": false,
+                    "kir": false,
+                    "mem_profile": false,
+                    "limit": -1
+                }
+            },
+            "version": 3490,
+            "execution_date_utc": null,
+            "commit": {
+                "sha": "a9680a9e80e2c119d4aa41f90e5f40cef6e7df02",
+                "date_utc": "2022-08-21T09:31:21Z",
+                "message": "Merge pull request #314 from ANHIG/3490\n\nCorrected DRA*01:01:01:01 P group (DRA*01:01P)",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/a9680a9e80e2c119d4aa41f90e5f40cef6e7df02"
+            },
+            "input_parameters": null,
+            "status": null
+        },
+        {
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "description": null,
+                "url": "https://github.com/ANHIG/IMGTHLA",
+                "tracked_assets": null,
+                "target_metadata_config": null,
+                "excluded_commit_shas": null,
+                "default_input_parameters": {
+                    "align": false,
+                    "kir": false,
+                    "mem_profile": false,
+                    "limit": -1
+                }
+            },
+            "version": 3490,
+            "execution_date_utc": null,
+            "commit": {
+                "sha": "1fd937e6c0ff8452f64152aec9632f0586f981d1",
+                "date_utc": "2022-08-21T09:29:01Z",
+                "message": "Corrected DRA*01:01:01:01 P group (DRA*01:01P)",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/1fd937e6c0ff8452f64152aec9632f0586f981d1"
+            },
+            "input_parameters": null,
+            "status": null
+        },
+        {
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "description": null,
+                "url": "https://github.com/ANHIG/IMGTHLA",
+                "tracked_assets": null,
+                "target_metadata_config": null,
+                "excluded_commit_shas": null,
+                "default_input_parameters": {
+                    "align": false,
+                    "kir": false,
+                    "mem_profile": false,
+                    "limit": -1
+                }
+            },
+            "version": 3490,
+            "execution_date_utc": null,
+            "commit": {
+                "sha": "50e92c677f4cd547c32bb9305269a762a9595074",
+                "date_utc": "2022-07-23T12:54:16Z",
+                "message": "Merge pull request #310 from ANHIG/3490\n\nAdded additional space in DRB_prot.txt, DRB_nuc.txt and DRB1_gen.txt \u2026",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/50e92c677f4cd547c32bb9305269a762a9595074"
+            },
+            "input_parameters": null,
+            "status": null
+        },
+        {
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "description": null,
+                "url": "https://github.com/ANHIG/IMGTHLA",
+                "tracked_assets": null,
+                "target_metadata_config": null,
+                "excluded_commit_shas": null,
+                "default_input_parameters": {
+                    "align": false,
+                    "kir": false,
+                    "mem_profile": false,
+                    "limit": -1
+                }
+            },
+            "version": 3490,
+            "execution_date_utc": null,
+            "commit": {
+                "sha": "8732e7d4739a911e01f69d2c5bda82ca15ca68a9",
+                "date_utc": "2022-07-23T12:53:45Z",
+                "message": "Added additional space in DRB_prot.txt, DRB_nuc.txt and DRB1_gen.txt due to DRB1*15:200:01:01N and DRB1*15:200:01:02N",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/8732e7d4739a911e01f69d2c5bda82ca15ca68a9"
+            },
+            "input_parameters": null,
+            "status": null
+        },
+        {
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "description": null,
+                "url": "https://github.com/ANHIG/IMGTHLA",
+                "tracked_assets": null,
+                "target_metadata_config": null,
+                "excluded_commit_shas": null,
+                "default_input_parameters": {
+                    "align": false,
+                    "kir": false,
+                    "mem_profile": false,
+                    "limit": -1
+                }
+            },
+            "version": 3490,
+            "execution_date_utc": null,
+            "commit": {
+                "sha": "536e8833f3be4bbcffbfba43cd0b3043c5bf4068",
+                "date_utc": "2022-07-15T08:21:31Z",
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+                    "kir": false,
+                    "mem_profile": false,
+                    "limit": -1
+                }
+            },
+            "version": 3180,
+            "execution_date_utc": null,
+            "commit": {
+                "sha": "e6cc9f3080932f9c77b6b03a7ab2e65ddb50bb3f",
+                "date_utc": "2014-10-07T13:03:28Z",
+                "message": "Release 3.18.0",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/e6cc9f3080932f9c77b6b03a7ab2e65ddb50bb3f"
+            },
+            "input_parameters": null,
+            "status": null
+        },
+        {
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "description": null,
+                "url": "https://github.com/ANHIG/IMGTHLA",
+                "tracked_assets": null,
+                "target_metadata_config": null,
+                "excluded_commit_shas": null,
+                "default_input_parameters": {
+                    "align": false,
+                    "kir": false,
+                    "mem_profile": false,
+                    "limit": -1
+                }
+            },
+            "version": 3170,
+            "execution_date_utc": null,
+            "commit": {
+                "sha": "3a71348c5399bbcc1c2b28cd4ebaaa287cd5269e",
+                "date_utc": "2014-09-27T21:07:01Z",
+                "message": "Renaming subdirectory",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/3a71348c5399bbcc1c2b28cd4ebaaa287cd5269e"
+            },
+            "input_parameters": null,
+            "status": null
+        },
+        {
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "description": null,
+                "url": "https://github.com/ANHIG/IMGTHLA",
+                "tracked_assets": null,
+                "target_metadata_config": null,
+                "excluded_commit_shas": null,
+                "default_input_parameters": {
+                    "align": false,
+                    "kir": false,
+                    "mem_profile": false,
+                    "limit": -1
+                }
+            },
+            "version": 3170,
+            "execution_date_utc": null,
+            "commit": {
+                "sha": "3645f26142d7b8481ab0b9848f87822118f04415",
+                "date_utc": "2014-09-27T21:04:43Z",
+                "message": "Added Allele lists to Latest Directory",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/3645f26142d7b8481ab0b9848f87822118f04415"
+            },
+            "input_parameters": null,
+            "status": null
+        },
+        {
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "description": null,
+                "url": "https://github.com/ANHIG/IMGTHLA",
+                "tracked_assets": null,
+                "target_metadata_config": null,
+                "excluded_commit_shas": null,
+                "default_input_parameters": {
+                    "align": false,
+                    "kir": false,
+                    "mem_profile": false,
+                    "limit": -1
+                }
+            },
+            "version": 3170,
+            "execution_date_utc": null,
+            "commit": {
+                "sha": "cfcebc23178847dbd71fd1154c59a251a2d570b8",
+                "date_utc": "2014-09-27T21:03:12Z",
+                "message": "Merge pull request #8 from jrob119/3170\n\n3170",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/cfcebc23178847dbd71fd1154c59a251a2d570b8"
+            },
+            "input_parameters": null,
+            "status": null
+        },
+        {
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "description": null,
+                "url": "https://github.com/ANHIG/IMGTHLA",
+                "tracked_assets": null,
+                "target_metadata_config": null,
+                "excluded_commit_shas": null,
+                "default_input_parameters": {
+                    "align": false,
+                    "kir": false,
+                    "mem_profile": false,
+                    "limit": -1
+                }
+            },
+            "version": 3170,
+            "execution_date_utc": null,
+            "commit": {
+                "sha": "4826201263c95aefc29beaeb323f883cf6b4edfb",
+                "date_utc": "2014-09-27T21:02:10Z",
+                "message": "Added XML Files",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/4826201263c95aefc29beaeb323f883cf6b4edfb"
+            },
+            "input_parameters": null,
+            "status": null
+        },
+        {
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "description": null,
+                "url": "https://github.com/ANHIG/IMGTHLA",
+                "tracked_assets": null,
+                "target_metadata_config": null,
+                "excluded_commit_shas": null,
+                "default_input_parameters": {
+                    "align": false,
+                    "kir": false,
+                    "mem_profile": false,
+                    "limit": -1
+                }
+            },
+            "version": 3170,
+            "execution_date_utc": null,
+            "commit": {
+                "sha": "0022011301eada9040803c924aa45423fd39e89c",
+                "date_utc": "2014-09-27T20:56:36Z",
+                "message": "Adding XML files",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/0022011301eada9040803c924aa45423fd39e89c"
+            },
+            "input_parameters": null,
+            "status": null
+        },
+        {
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "description": null,
+                "url": "https://github.com/ANHIG/IMGTHLA",
+                "tracked_assets": null,
+                "target_metadata_config": null,
+                "excluded_commit_shas": null,
+                "default_input_parameters": {
+                    "align": false,
+                    "kir": false,
+                    "mem_profile": false,
+                    "limit": -1
+                }
+            },
+            "version": 3170,
+            "execution_date_utc": null,
+            "commit": {
+                "sha": "69ac32a1e30dda03ea96d38178682a986d2b01db",
+                "date_utc": "2014-09-27T20:50:18Z",
+                "message": "Merge pull request #7 from jrob119/3170\n\n3170",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/69ac32a1e30dda03ea96d38178682a986d2b01db"
+            },
+            "input_parameters": null,
+            "status": null
+        },
+        {
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "description": null,
+                "url": "https://github.com/ANHIG/IMGTHLA",
+                "tracked_assets": null,
+                "target_metadata_config": null,
+                "excluded_commit_shas": null,
+                "default_input_parameters": {
+                    "align": false,
+                    "kir": false,
+                    "mem_profile": false,
+                    "limit": -1
+                }
+            },
+            "version": 3170,
+            "execution_date_utc": null,
+            "commit": {
+                "sha": "340238f97d078fc6b8524deac6366c9ce261b049",
+                "date_utc": "2014-09-27T20:48:52Z",
+                "message": "Merge pull request #6 from jrob119/Latest\n\nRenaming",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/340238f97d078fc6b8524deac6366c9ce261b049"
+            },
+            "input_parameters": null,
+            "status": null
+        },
+        {
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "description": null,
+                "url": "https://github.com/ANHIG/IMGTHLA",
+                "tracked_assets": null,
+                "target_metadata_config": null,
+                "excluded_commit_shas": null,
+                "default_input_parameters": {
+                    "align": false,
+                    "kir": false,
+                    "mem_profile": false,
+                    "limit": -1
+                }
+            },
+            "version": 3170,
+            "execution_date_utc": null,
+            "commit": {
+                "sha": "8632b0d19389dcac1b3f1089b634396b51ae8530",
+                "date_utc": "2014-09-27T20:47:44Z",
+                "message": "Renaming",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/8632b0d19389dcac1b3f1089b634396b51ae8530"
+            },
+            "input_parameters": null,
+            "status": null
+        },
+        {
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "description": null,
+                "url": "https://github.com/ANHIG/IMGTHLA",
+                "tracked_assets": null,
+                "target_metadata_config": null,
+                "excluded_commit_shas": null,
+                "default_input_parameters": {
+                    "align": false,
+                    "kir": false,
+                    "mem_profile": false,
+                    "limit": -1
+                }
+            },
+            "version": 3170,
+            "execution_date_utc": null,
+            "commit": {
+                "sha": "9d8f585502fcfe70c5f809ba44856a6f0cd986a2",
+                "date_utc": "2014-09-27T20:33:43Z",
+                "message": "Merge pull request #5 from jrob119/3170\n\nMerge pull request #4 from jrob119/Latest",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/9d8f585502fcfe70c5f809ba44856a6f0cd986a2"
+            },
+            "input_parameters": null,
+            "status": null
+        },
+        {
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "description": null,
+                "url": "https://github.com/ANHIG/IMGTHLA",
+                "tracked_assets": null,
+                "target_metadata_config": null,
+                "excluded_commit_shas": null,
+                "default_input_parameters": {
+                    "align": false,
+                    "kir": false,
+                    "mem_profile": false,
+                    "limit": -1
+                }
+            },
+            "version": 3170,
+            "execution_date_utc": null,
+            "commit": {
+                "sha": "7c9d9585576bec8fdf41e18d44033d2c8af7a923",
+                "date_utc": "2014-09-27T20:33:03Z",
+                "message": "Removed md5 file",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/7c9d9585576bec8fdf41e18d44033d2c8af7a923"
+            },
+            "input_parameters": null,
+            "status": null
+        },
+        {
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "description": null,
+                "url": "https://github.com/ANHIG/IMGTHLA",
+                "tracked_assets": null,
+                "target_metadata_config": null,
+                "excluded_commit_shas": null,
+                "default_input_parameters": {
+                    "align": false,
+                    "kir": false,
+                    "mem_profile": false,
+                    "limit": -1
+                }
+            },
+            "version": 3170,
+            "execution_date_utc": null,
+            "commit": {
+                "sha": "a07bcbd18f5f95606b16258241f9d18ba0e65390",
+                "date_utc": "2014-09-27T19:53:05Z",
+                "message": "Merge pull request #4 from jrob119/Latest\n\nMerge pull request #3 from jrob119/3170",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/a07bcbd18f5f95606b16258241f9d18ba0e65390"
+            },
+            "input_parameters": null,
+            "status": null
+        },
+        {
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "description": null,
+                "url": "https://github.com/ANHIG/IMGTHLA",
+                "tracked_assets": null,
+                "target_metadata_config": null,
+                "excluded_commit_shas": null,
+                "default_input_parameters": {
+                    "align": false,
+                    "kir": false,
+                    "mem_profile": false,
+                    "limit": -1
+                }
+            },
+            "version": 3170,
+            "execution_date_utc": null,
+            "commit": {
+                "sha": "0e31941b14171c16697123ff7b81becbeef1c089",
+                "date_utc": "2014-09-27T19:38:32Z",
+                "message": "Merge pull request #3 from jrob119/3170\n\nMerge pull request #2 from jrob119/Latest",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/0e31941b14171c16697123ff7b81becbeef1c089"
+            },
+            "input_parameters": null,
+            "status": null
+        },
+        {
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "description": null,
+                "url": "https://github.com/ANHIG/IMGTHLA",
+                "tracked_assets": null,
+                "target_metadata_config": null,
+                "excluded_commit_shas": null,
+                "default_input_parameters": {
+                    "align": false,
+                    "kir": false,
+                    "mem_profile": false,
+                    "limit": -1
+                }
+            },
+            "version": 3170,
+            "execution_date_utc": null,
+            "commit": {
+                "sha": "d9944466594e328cb46f732e5670660fd672a141",
+                "date_utc": "2014-09-27T19:25:48Z",
+                "message": "Merge pull request #2 from jrob119/Latest\n\nRestructuring",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/d9944466594e328cb46f732e5670660fd672a141"
+            },
+            "input_parameters": null,
+            "status": null
+        },
+        {
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "description": null,
+                "url": "https://github.com/ANHIG/IMGTHLA",
+                "tracked_assets": null,
+                "target_metadata_config": null,
+                "excluded_commit_shas": null,
+                "default_input_parameters": {
+                    "align": false,
+                    "kir": false,
+                    "mem_profile": false,
+                    "limit": -1
+                }
+            },
+            "version": 3170,
+            "execution_date_utc": null,
+            "commit": {
+                "sha": "16da2f90240d536159a20697fb952b4d14846b13",
+                "date_utc": "2014-09-27T19:18:54Z",
+                "message": "Restructuring to subdirectories",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/16da2f90240d536159a20697fb952b4d14846b13"
+            },
+            "input_parameters": null,
+            "status": null
+        },
+        {
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "description": null,
+                "url": "https://github.com/ANHIG/IMGTHLA",
+                "tracked_assets": null,
+                "target_metadata_config": null,
+                "excluded_commit_shas": null,
+                "default_input_parameters": {
+                    "align": false,
+                    "kir": false,
+                    "mem_profile": false,
+                    "limit": -1
+                }
+            },
+            "version": 3170,
+            "execution_date_utc": null,
+            "commit": {
+                "sha": "6ce547fefafa6b804338c231bcb137b789653fdc",
+                "date_utc": "2014-09-27T19:13:24Z",
+                "message": "Merge pull request #1 from jrob119/3170\n\nInitial Release and Commit",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/6ce547fefafa6b804338c231bcb137b789653fdc"
+            },
+            "input_parameters": null,
+            "status": null
+        },
+        {
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "description": null,
+                "url": "https://github.com/ANHIG/IMGTHLA",
+                "tracked_assets": null,
+                "target_metadata_config": null,
+                "excluded_commit_shas": null,
+                "default_input_parameters": {
+                    "align": false,
+                    "kir": false,
+                    "mem_profile": false,
+                    "limit": -1
+                }
+            },
+            "version": 3170,
+            "execution_date_utc": null,
+            "commit": {
+                "sha": "af54d281b5f99a75ba06f1026bac7a4086d92f8a",
+                "date_utc": "2014-09-27T19:10:12Z",
+                "message": "Initial Release and Commit",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/af54d281b5f99a75ba06f1026bac7a4086d92f8a"
+            },
+            "input_parameters": null,
+            "status": null
+        }
+    ]
+}
\ No newline at end of file
diff --git a/gfe-db/pipeline/config/source-config.json b/gfe-db/pipeline/config/source-config.json
index 2155c1cd..381516b2 100644
--- a/gfe-db/pipeline/config/source-config.json
+++ b/gfe-db/pipeline/config/source-config.json
@@ -1,4 +1,6 @@
 {
+    "created_utc": "2023-05-05T03:51:33Z",
+    "updated_utc": "2023-05-05T03:51:33Z",
     "repositories": {
         "ANHIG/IMGTHLA": {
             "owner": "ANHIG",
@@ -14,7 +16,7 @@
             },
             "target_metadata_config": {
                 "description": "Regex patterns to extract the release version metadata from the text content of the asset",
-                "values": [
+                "items": [
                     {
                         "description": "Extract release version metadata for commits from 3a71348 to current",
                         "asset_path": "alignments/V_nuc.txt",
diff --git a/gfe-db/pipeline/functions/check_source_update/src/utils/types.py b/gfe-db/pipeline/functions/check_source_update/src/utils/types.py
index befc4a55..a693a666 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/utils/types.py
+++ b/gfe-db/pipeline/functions/check_source_update/src/utils/types.py
@@ -53,98 +53,99 @@ class InputParameters(BaseModel):
     mem_profile: bool
     limit: Optional[int]
 
-class ExecutionStateItem(BaseModel):
-    version: int
-    execution_date_utc: Optional[str]
-    commit: Commit
-    input_parameters: Optional[InputParameters]
-    status: Optional[str]
-
-    @validator('status')
-    def status_is_valid(cls, v):
-        if v not in valid_statuses:
-            raise ValueError(f"Status must be one of {valid_statuses}")
-        return v
-
-    # validate that version is a 4 digit number, position 0 is a number between 1 and 9, and position 1:2 is a number between 0 and 99 and position 3 is 0
-    @validator('version')
-    def version_is_valid(cls, v):
-        if not re.match(r'^[1-9][0-9]{2}0$', str(v)):
-            raise ValueError("Version must match '^[1-9][0-9]{2}0$'")
-        return v
-
 class ExcludedCommitShas(BaseModel):
-    description: str
+    description: Optional[str]
     values: list[str]
 
     # TODO validate that values are hex strings
 
 class TrackedAssetsConfig(BaseModel):
-    description: str
+    description: Optional[str]
     values: list[str]
 
 class TargetMetadataConfigItem(BaseModel):
-    description: str
+    description: Optional[str]
     asset_path: str
     metadata_regex: str
 
 class TargetMetadataConfig(BaseModel):
-    description: str
-    values: list[TargetMetadataConfigItem]
+    description: Optional[str]
+    items: list[TargetMetadataConfigItem]
 
 class RepositoryConfig(BaseModel):
     owner: str
     name: str
-    description: str
+    description: Optional[str]
     url: str
     tracked_assets: Optional[TrackedAssetsConfig]  
     target_metadata_config: Optional[TargetMetadataConfig]
     excluded_commit_shas: Optional[ExcludedCommitShas]
     default_input_parameters: InputParameters
-    # execution_state: list[ExecutionStateItem]
 
     # validate that the url is a valid URL
     @validator('url')
     def url_is_valid(cls, v):
         return url_is_valid(v)
-    
-    # # validate that execution_state is sorted by commit.date_utc descending
-    # @validator('execution_state')
-    # def execution_state_is_sorted(cls, v):
-    #     if not all(v[i].commit.date_utc >= v[i+1].commit.date_utc for i in range(len(v)-1)):
-    #         raise ValueError("Execution history must be sorted by commit.date_utc descending")
-    #     return v
-    
-    # # Releases are formatted as a 4 digit integer incrementing by 10 with a lower bound of 3170
-    # # Based on the formatting described, validate that no releases are missing from execution_state
-    # # Remember that the execution_state is sorted by commit.date_utc descending, so release versions will decrement by 10
-    # @validator('execution_state')
-    # def execution_state_has_no_missing_releases(cls, v):
 
-    #     unique_release_versions = sorted(list(set([item.version for item in v])), reverse=True)
+class SourceConfig(BaseModel):
+    created_utc: Optional[str]
+    updated_utc: Optional[str]
+    repositories: dict[str, RepositoryConfig]
+
+    # validate dates are ISO 8601 format with timezone for created_utc, updated_utc
+    @validator('created_utc', 'updated_utc')
+    def date_utc_is_iso_8601_with_timezone(cls, v):
+        return date_is_iso_8601_with_timezone(v)
 
-    #     first_version = 3170 
-    #     expected_version = v[0].version
-    #     for version in unique_release_versions:
-    #         if version != expected_version:
-    #             raise ValueError(f"Execution history is missing version {expected_version}")
-    #         expected_version -= 10
+class ExecutionStateItem(BaseModel):
+    repository: RepositoryConfig
+    version: int
+    execution_date_utc: Optional[str]
+    commit: Commit
+    input_parameters: Optional[InputParameters]
+    status: Optional[str]
 
-    #         if version == first_version:
-    #             break
+    @validator('status')
+    def status_is_valid(cls, v):
+        if v not in valid_statuses:
+            raise ValueError(f"Status must be one of {valid_statuses}")
+        return v
 
-    #     return v 
+    # validate that version is a 4 digit number, position 0 is a number between 1 and 9, and position 1:2 is a number between 0 and 99 and position 3 is 0
+    @validator('version')
+    def version_is_valid(cls, v):
+        if not re.match(r'^[1-9][0-9]{2}0$', str(v)):
+            raise ValueError("Version must match '^[1-9][0-9]{2}0$'")
+        return v
+    
+class ExecutionState(BaseModel):
+    created_utc: str
+    updated_utc: str
+    items: list[ExecutionStateItem]
+
+    # validate that items is sorted by commit.date_utc descending
+    @validator('items')
+    def execution_state_is_sorted(cls, v):
+        if not all(v[i].commit.date_utc >= v[i+1].commit.date_utc for i in range(len(v)-1)):
+            raise ValueError("Execution history must be sorted by commit.date_utc descending")
+        return v
+    
+    # Releases are formatted as a 4 digit integer incrementing by 10 with a lower bound of 3170
+    # Based on the formatting described, validate that no releases are missing from items
+    # Remember that the items is sorted by commit.date_utc descending, so release versions will decrement by 10
+    @validator('items')
+    def execution_state_has_no_missing_releases(cls, v):
 
-class SourceConfigBase(BaseModel):
-    repositories: dict[str, RepositoryConfig]
+        unique_release_versions = sorted(list(set([item.version for item in v])), reverse=True)
 
-class SourceConfig(SourceConfigBase):
-    created_at_utc: str
-    updated_at_utc: str
+        first_version = 3170 
+        expected_version = v[0].version
+        for version in unique_release_versions:
+            if version != expected_version:
+                raise ValueError(f"Execution history is missing version {expected_version}")
+            expected_version -= 10
 
-    # validate dates are ISO 8601 format with timezone for created_at_utc, updated_at_utc
-    @validator('created_at_utc', 'updated_at_utc')
-    def date_utc_is_iso_8601_with_timezone(cls, v):
-        return date_is_iso_8601_with_timezone(v)
-    
+            if version == first_version:
+                break
 
+        return v 
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py b/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py
index 77a41c2b..242d8e59 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py
+++ b/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py
@@ -13,13 +13,14 @@
 import boto3
 from botocore.exceptions import ClientError
 from .types import (
-    SourceConfigBase, 
-    SourceConfig, 
-    TargetMetadataConfigItem,
-    Commit
+    SourceConfig,
+    RepositoryConfig,
+    TargetMetadataConfig,
+    Commit,
+    ExecutionStateItem,
 )
 from .constants import (
-    AWS_REGION, 
+    AWS_REGION,
     GITHUB_PERSONAL_ACCESS_TOKEN,
     GITHUB_REPOSITORY_OWNER,
     GITHUB_REPOSITORY_NAME,
@@ -31,10 +32,11 @@
 
 # boto3 session
 session = boto3.Session(region_name=AWS_REGION)
-s3 = session.client('s3')
+s3 = session.client("s3")
 
 cache_dir = Path(__file__).parent / "_cache"
 
+
 def save_json_to_cache(data, var_name):
     """Saves data to cache directory"""
     if not cache_dir.exists():
@@ -42,6 +44,7 @@ def save_json_to_cache(data, var_name):
     with open(cache_dir / var_name, "w") as f:
         json.dump(data, f, indent=4)
 
+
 def save_pickle_to_cache(data, var_name):
     """Saves data to cache directory"""
     if not cache_dir.exists():
@@ -49,21 +52,25 @@ def save_pickle_to_cache(data, var_name):
     with open(cache_dir / var_name, "wb") as f:
         pickle.dump(data, f)
 
+
 def load_json_from_cache(var_name):
     """Loads data from cache directory"""
     with open(cache_dir / var_name, "r") as f:
         data = json.load(f)
     return data
 
+
 def load_pickle_from_cache(var_name):
     """Loads data from cache directory"""
     with open(cache_dir / var_name, "rb") as f:
         data = pickle.load(f)
     return data
 
+
 # implement a @cache_json decorator to cache the results of the function in a file or load from cache if it exists
 def cache_json(func):
     """Decorator to cache function results"""
+
     def wrapper(*args, **kwargs):
         var_name = func.__name__
         if (cache_dir / var_name).exists():
@@ -74,12 +81,14 @@ def wrapper(*args, **kwargs):
             data = func(*args, **kwargs)
             save_json_to_cache(data, var_name)
             return data
+
     return wrapper
 
 
 # rewrite the cache_json decorator to work for pickle files
 def cache_pickle(func):
     """Decorator to cache function results"""
+
     def wrapper(*args, **kwargs):
         var_name = func.__name__
         if (cache_dir / var_name).exists():
@@ -90,112 +99,110 @@ def wrapper(*args, **kwargs):
             data = func(*args, **kwargs)
             save_pickle_to_cache(data, var_name)
             return data
+
     return wrapper
 
 
-def flatten_json(dictionary, sep='.', skip_fields=[]):
+def flatten_json(dictionary, sep=".", skip_fields=[]):
     """Flatten a nested json file. For a list of dictionaries, use this
     inside a for loop before converting to pandas DataFrame."""
 
     def unpack(parent_key, parent_value):
         """Unpack one level of nesting in json file"""
         # Unpack one level only!!!
-        
+
         if isinstance(parent_value, dict):
             for key, value in parent_value.items():
                 temp1 = parent_key + sep + key
                 yield temp1, value
         elif isinstance(parent_value, list):
-            i = 0 
+            i = 0
             for value in parent_value:
-                temp2 = parent_key + sep +str(i) 
+                temp2 = parent_key + sep + str(i)
                 i += 1
                 yield temp2, value
         else:
-            yield parent_key, parent_value    
-
+            yield parent_key, parent_value
 
     # Keep iterating until the termination condition is satisfied
     while True:
         # Keep unpacking the json file until all values are atomic elements (not dictionary or list)
         dictionary = dict(chain.from_iterable(starmap(unpack, dictionary.items())))
         # Terminate condition: not any value in the json file is dictionary or list
-        if not any(isinstance(value, dict) for value in dictionary.values()) and \
-           not any(isinstance(value, list) for value in dictionary.values()):
+        if not any(
+            isinstance(value, dict) for value in dictionary.values()
+        ) and not any(isinstance(value, list) for value in dictionary.values()):
             break
 
     return dictionary
 
 
 def read_s3_json(bucket, key):
-    """Reads config file containing the current state of branches in 
+    """Reads config file containing the current state of branches in
     a GitHub repo"""
-    
+
     try:
-        response = s3.get_object(
-            Bucket=bucket, 
-            Key=key)
+        response = s3.get_object(Bucket=bucket, Key=key)
         return json.loads(response["Body"].read().decode())
-        
+
     except ClientError as err:
-        logger.error(f'Failed to read config file to s3://{bucket}/{key}')
+        logger.error(f"Failed to read config file to s3://{bucket}/{key}")
         raise err
 
 
 def write_s3_json(bucket, key, data):
-    """Writes config file containing the current state of branches in 
+    """Writes config file containing the current state of branches in
     a GitHub repo"""
-    
+
     try:
-        response = s3.put_object(
-            Bucket=bucket, 
-            Key=key,
-            Body=json.dumps(data).encode())
-        
+        response = s3.put_object(Bucket=bucket, Key=key, Body=json.dumps(data).encode())
+
     except Exception as err:
-        logger.error(f'Failed to write config file to s3://{bucket}/{key}. HTTPStatusCode: {response["ResponseMetadata"]["HTTPStatusCode"]}')
+        logger.error(
+            f'Failed to write config file to s3://{bucket}/{key}. HTTPStatusCode: {response["ResponseMetadata"]["HTTPStatusCode"]}'
+        )
         raise err
 
 
-def read_source_config_base(bucket, key):
-    data = read_s3_json(bucket, key)
-    return SourceConfigBase(**data)
+# def read_source_config(bucket, key):
+#     data = read_s3_json(bucket, key)
+#     return SourceConfig(**data)
 
 
-def write_source_config(bucket, key, source_config: SourceConfig):
-    write_s3_json(bucket, key, source_config.dict())
+# def write_source_config(bucket, key, source_config: SourceConfig):
+#     write_s3_json(bucket, key, source_config.dict())
 
 
 def list_commits(owner, repo, **kwargs):
     """Return a list of GitHub commits for the specified repository"""
 
-    base_url = 'https://api.github.com'
+    base_url = "https://api.github.com"
 
     # Endpoint
-    endpoint = f'/repos/{owner}/{repo}/commits'
+    endpoint = f"/repos/{owner}/{repo}/commits"
 
     url = base_url + endpoint
 
     params = {
-        'per_page': kwargs.get('per_page'),
-        'page': kwargs.get('page'),
+        "per_page": kwargs.get("per_page"),
+        "page": kwargs.get("page"),
     }
 
     # Headers
     headers = {
-        'Authorization': f'token {GITHUB_PERSONAL_ACCESS_TOKEN}',
-        'Content-Type': 'application/json',
-        'Accept': 'application/vnd.github.v3+json',
-        'X-GitHub-Api-Version': '2022-11-28'
+        "Authorization": f"token {GITHUB_PERSONAL_ACCESS_TOKEN}",
+        "Content-Type": "application/json",
+        "Accept": "application/vnd.github.v3+json",
+        "X-GitHub-Api-Version": "2022-11-28",
     }
 
     response = requests.get(url, headers=headers, params=params)
 
     return response.json()
 
+
 # @cache_json
 def paginate_commits(owner, repo, start_page=1, per_page=100, **kwargs):
-
     page = start_page
     commits = []
     while True:
@@ -205,28 +212,28 @@ def paginate_commits(owner, repo, start_page=1, per_page=100, **kwargs):
         logger.debug(f"Page {page}: {len(response)} commits")
         commits.extend(response)
         page += 1
-        
+
     if len(commits) == 0:
         raise ValueError("No commits found")
-    
+
     return commits
 
 
 def get_commit(owner, repo, commit_sha):
     """Return the commit for the specified repository and commit SHA"""
 
-    base_url = 'https://api.github.com'
+    base_url = "https://api.github.com"
 
     # Endpoint
-    endpoint = f'/repos/{owner}/{repo}/commits/{commit_sha}'
+    endpoint = f"/repos/{owner}/{repo}/commits/{commit_sha}"
     url = base_url + endpoint
 
     # Headers
     headers = {
-        'Authorization': f'token {GITHUB_PERSONAL_ACCESS_TOKEN}',
-        'Content-Type': 'application/json',
-        'Accept': 'application/vnd.github.v3+json',
-        'X-GitHub-Api-Version': '2022-11-28'
+        "Authorization": f"token {GITHUB_PERSONAL_ACCESS_TOKEN}",
+        "Content-Type": "application/json",
+        "Accept": "application/vnd.github.v3+json",
+        "X-GitHub-Api-Version": "2022-11-28",
     }
 
     response = requests.get(url, headers=headers)
@@ -235,19 +242,18 @@ def get_commit(owner, repo, commit_sha):
 
 
 def get_file_contents(owner, repo, path):
-
-    base_url = 'https://api.github.com'
+    base_url = "https://api.github.com"
 
     # Endpoint
-    endpoint = f'/repos/{owner}/{repo}/contents/{path}'
+    endpoint = f"/repos/{owner}/{repo}/contents/{path}"
     url = base_url + endpoint
 
     # Headers
     headers = {
-        'Authorization': f'token {GITHUB_PERSONAL_ACCESS_TOKEN}',
-        'Content-Type': 'application/json',
-        'Accept': 'application/vnd.github.v3+json',
-        'X-GitHub-Api-Version': '2022-11-28'
+        "Authorization": f"token {GITHUB_PERSONAL_ACCESS_TOKEN}",
+        "Content-Type": "application/json",
+        "Accept": "application/vnd.github.v3+json",
+        "X-GitHub-Api-Version": "2022-11-28",
     }
 
     response = requests.get(url, headers=headers)
@@ -256,25 +262,24 @@ def get_file_contents(owner, repo, path):
 
 
 def get_commits_for_asset(owner, repo, path, since=None):
-
-    base_url = 'https://api.github.com'
+    base_url = "https://api.github.com"
 
     # Endpoint
-    endpoint = f'/repos/{owner}/{repo}/commits'
+    endpoint = f"/repos/{owner}/{repo}/commits"
     url = base_url + endpoint
 
     # Headers
     headers = {
-        'Authorization': f'token {GITHUB_PERSONAL_ACCESS_TOKEN}',
-        'Content-Type': 'application/json',
-        'Accept': 'application/vnd.github.v3+json',
-        'X-GitHub-Api-Version': '2022-11-28'
+        "Authorization": f"token {GITHUB_PERSONAL_ACCESS_TOKEN}",
+        "Content-Type": "application/json",
+        "Accept": "application/vnd.github.v3+json",
+        "X-GitHub-Api-Version": "2022-11-28",
     }
 
     params = {
-        'path': path,
+        "path": path,
         # validate date is in ISO 8601 format
-        'since': since.isoformat() if isinstance(since, datetime) else since
+        "since": since.isoformat() if isinstance(since, datetime) else since,
     }
 
     response = requests.get(url, headers=headers, params=params)
@@ -283,28 +288,25 @@ def get_commits_for_asset(owner, repo, path, since=None):
 
 
 def get_repo_contents(owner, repo, path, commit_sha=None):
-
-    base_url = 'https://api.github.com'
+    base_url = "https://api.github.com"
 
     # Endpoint
-    endpoint = f'/repos/{owner}/{repo}/contents/{path}'
+    endpoint = f"/repos/{owner}/{repo}/contents/{path}"
     url = base_url + endpoint
 
     # Headers
     headers = {
-        'Authorization': f'token {GITHUB_PERSONAL_ACCESS_TOKEN}',
-        'Content-Type': 'application/json',
-        'Accept': 'application/vnd.github.v3+json',
-        'X-GitHub-Api-Version': '2022-11-28'
+        "Authorization": f"token {GITHUB_PERSONAL_ACCESS_TOKEN}",
+        "Content-Type": "application/json",
+        "Accept": "application/vnd.github.v3+json",
+        "X-GitHub-Api-Version": "2022-11-28",
     }
 
-    params = {
-        'ref': commit_sha
-    }
+    params = {"ref": commit_sha}
 
     response = requests.get(url, headers=headers, params=params)
 
-    # check status 
+    # check status
     if response.status_code != 200:
         logger.debug(json.dumps(response.json()))
         raise Exception(f"Asset not found at path '{path}'")
@@ -316,30 +318,30 @@ def get_repo_asset(owner, repo, path, commit_sha=None):
     """Download a file from a GitHub repository"""
     repo_contents = get_repo_contents(owner, repo, path, commit_sha)
 
-    res = requests.get(repo_contents['download_url'])
-    
+    res = requests.get(repo_contents["download_url"])
+
     if res.status_code != 200:
-        logger.error(f'Status code {res.status_code} for {path}')
-        raise Exception(f'Error downloading {path}')
-    
+        logger.error(f"Status code {res.status_code} for {path}")
+        raise Exception(f"Error downloading {path}")
+
     return res.text
 
 
 def get_branches(owner, repo):
     """Fetch branches for a GitHub repository"""
 
-    base_url = 'https://api.github.com'
+    base_url = "https://api.github.com"
 
     # Endpoint
-    endpoint = f'/repos/{owner}/{repo}/branches'
+    endpoint = f"/repos/{owner}/{repo}/branches"
     url = base_url + endpoint
 
     # Headers
     headers = {
-        'Authorization': f'token {GITHUB_PERSONAL_ACCESS_TOKEN}',
-        'Content-Type': 'application/json',
-        'Accept': 'application/vnd.github.v3+json',
-        'X-GitHub-Api-Version': '2022-11-28'
+        "Authorization": f"token {GITHUB_PERSONAL_ACCESS_TOKEN}",
+        "Content-Type": "application/json",
+        "Accept": "application/vnd.github.v3+json",
+        "X-GitHub-Api-Version": "2022-11-28",
     }
 
     response = requests.get(url, headers=headers)
@@ -349,18 +351,18 @@ def get_branches(owner, repo):
 def get_branch(owner, repo, branch_name):
     """Fetch branches for a GitHub repository"""
 
-    base_url = 'https://api.github.com'
+    base_url = "https://api.github.com"
 
     # Endpoint
-    endpoint = f'/repos/{owner}/{repo}/branches/{branch_name}'
+    endpoint = f"/repos/{owner}/{repo}/branches/{branch_name}"
     url = base_url + endpoint
 
     # Headers
     headers = {
-        'Authorization': f'token {GITHUB_PERSONAL_ACCESS_TOKEN}',
-        'Content-Type': 'application/json',
-        'Accept': 'application/vnd.github.v3+json',
-        'X-GitHub-Api-Version': '2022-11-28'
+        "Authorization": f"token {GITHUB_PERSONAL_ACCESS_TOKEN}",
+        "Content-Type": "application/json",
+        "Accept": "application/vnd.github.v3+json",
+        "X-GitHub-Api-Version": "2022-11-28",
     }
 
     response = requests.get(url, headers=headers)
@@ -370,13 +372,13 @@ def get_branch(owner, repo, branch_name):
 # Function to fetch pull requests
 def get_pull_requests(owner, repo):
     url = f"https://api.github.com/repos/{owner}/{repo}/pulls?state=all"
-    
+
     # Headers
     headers = {
-        'Authorization': f'token {GITHUB_PERSONAL_ACCESS_TOKEN}',
-        'Content-Type': 'application/json',
-        'Accept': 'application/vnd.github.v3+json',
-        'X-GitHub-Api-Version': '2022-11-28'
+        "Authorization": f"token {GITHUB_PERSONAL_ACCESS_TOKEN}",
+        "Content-Type": "application/json",
+        "Accept": "application/vnd.github.v3+json",
+        "X-GitHub-Api-Version": "2022-11-28",
     }
     response = requests.get(url, headers=headers)
 
@@ -385,7 +387,7 @@ def get_pull_requests(owner, repo):
     else:
         print(f"Error: {response.status_code}")
         return []
-    
+
 
 # def merge_release_version_with_commit(unique_shas, release_versions):
 #     # Convert release_versions to a dictionary for easier lookup
@@ -396,7 +398,7 @@ def get_pull_requests(owner, repo):
 
 #     # sort by date
 #     merged_data.sort(key=lambda x: x[2])
-    
+
 #     return merged_data
 
 
@@ -433,47 +435,63 @@ def find_text(pattern, input_str):
 
 
 def get_release_version_for_commit(commit: dict, **kwargs) -> int:
-        sha = commit['sha']
-        asset_path = kwargs['asset_path']
-        release_version_regex = kwargs['metadata_regex']
-        allele_list = get_repo_asset(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME, asset_path, sha)
-        release_version = find_text(release_version_regex, allele_list)
-        if release_version is None:
-            raise Exception(f"Release version not found for commit {sha}")
-        return int(release_version.replace(".", "")[:4])
+    sha = commit["sha"]
+    asset_path = kwargs["asset_path"]
+    release_version_regex = kwargs["metadata_regex"]
+    allele_list = get_repo_asset(
+        GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME, asset_path, sha
+    )
+    release_version = find_text(release_version_regex, allele_list)
+    if release_version is None:
+        raise Exception(f"Release version not found for commit {sha}")
+    return int(release_version.replace(".", "")[:4])
 
 
 def filter_nulls(items: List[Dict[str, str]]) -> List[Dict[str, str]]:
     return [x for x in items if x is not None]
 
 
-def sort_execution_state_items(execution_state_items: List[Dict[str, str]], ascending=False) -> List[Dict[str, str]]:
-    return sorted(execution_state_items, key=lambda x: x['commit'].date_utc, reverse=(not ascending))
+def sort_execution_state_items(
+    execution_state_items: List[Dict[str, str]], ascending=False
+) -> List[Dict[str, str]]:
+    return sorted(
+        execution_state_items,
+        key=lambda x: x["commit"].date_utc,
+        reverse=(not ascending),
+    )
 
 
-def process_execution_state_item(commit: Dict[str, str], target_metadata_config: list[TargetMetadataConfigItem], limit: int = None) -> Dict[str, str]:
+def process_execution_state_item(
+    commit: Dict[str, str],
+    repository_config: RepositoryConfig,
+    target_metadata_config: TargetMetadataConfig,
+    limit: int = None,
+) -> Dict[str, str]:
     errors = 0
-    sha = commit['sha']
+    sha = commit["sha"]
 
-    for idx, config in enumerate(target_metadata_config):
+    for config in target_metadata_config.items:
         try:
-            logger.info(f"Getting release version for sha {sha} from {config.asset_path}")
+            logger.info(
+                f"Getting release version for sha {sha} from {config.asset_path}"
+            )
             release_version = get_release_version_for_commit(commit, **config.dict())
             logger.info(f"Found release version {release_version} ({sha})")
 
             result = {
+                "repository": repository_config.dict(),
                 "version": release_version,
                 "execution_date_utc": None,
                 "commit": Commit(**commit),
                 "input_parameters": None,
-                "status": None
+                "status": None,
             }
         except Exception as e:
             # This is because Allelelist.txt for certain commits doesn't contain the release version or name
             # Need to find another file that indicates the release version should be small
             errors += 1
             logger.error(f"Error processing commit {sha}: {e}")
-            if errors == len(target_metadata_config.values):
+            if errors == len(target_metadata_config.items):
                 # logger.error(f"Max errors reached. Exiting loop.")
                 raise Exception(f"No assets found for commit {sha}")
             else:
@@ -485,37 +503,67 @@ def process_execution_state_item(commit: Dict[str, str], target_metadata_config:
         return result
 
 
-def parallel_process_execution_state_items(commits: List[Dict[str, str]], target_metadata_config: list[TargetMetadataConfigItem], limit: int = None):
+def parallel_process_execution_state_items(
+    commits: List[Dict[str, str]],
+    repository_config: RepositoryConfig,
+    target_metadata_config: TargetMetadataConfig,
+    limit: int = None,
+):
     execution_state_items = []
     num_cores = multiprocessing.cpu_count()
     num_threads = max(1, num_cores - 1)  # Reserve one core for other processes
-    num_threads = min(6, num_cores) # limit threads to avoid GitHub API rate limit
+    num_threads = min(6, num_cores)  # limit threads to avoid GitHub API rate limit
 
     # Create a ThreadPoolExecutor with the specified number of threads
     with ThreadPoolExecutor(max_workers=num_threads) as executor:
-
         # Submit the process_commit function for each commit to the executor
         futures = [
-            executor.submit(process_execution_state_item, commit, target_metadata_config)
+            executor.submit(
+                process_execution_state_item, commit, repository_config, target_metadata_config
+            )
             for commit in commits[:limit]
         ]
 
         # Collect the results as they complete
         execution_state_items = [future.result() for future in as_completed(futures)]
 
-    return sort_execution_state_items(filter_nulls(execution_state_items))
+    return [
+        ExecutionStateItem(**item)
+        for item in sort_execution_state_items(filter_nulls(execution_state_items))
+    ]
+
 
 # limit is int or None
 # @cache_pickle
-def process_execution_state_items(commits: List[Dict[str, str]], target_metadata_config: list[TargetMetadataConfigItem], limit: None = None, parallel: str = False) -> List[Dict[str, str]]:
-
+def process_execution_state_items(
+    commits: List[Dict[str, str]],
+    repository_config: RepositoryConfig,
+    target_metadata_config: TargetMetadataConfig,
+    limit: None = None,
+    parallel: str = False,
+) -> List[Dict[str, str]]:
     if parallel == True:
         if limit:
             logger.warning("'limit' will not work if parallel processing is enabled")
-        return parallel_process_execution_state_items(commits, target_metadata_config, limit)
+        return parallel_process_execution_state_items(
+            commits=commits,
+            repository_config=repository_config,
+            target_metadata_config=target_metadata_config,
+            limit=limit,
+        )
     else:
         execution_state_items = []
         for commit in commits[:limit]:
-            execution_state_items.append(process_execution_state_item(commit, target_metadata_config, limit))
-
-        return sort_execution_state_items(filter_nulls(execution_state_items))
+            execution_state_items.append(
+                process_execution_state_item(
+                    commits=commits,
+                    repository_config=repository_config,
+                    target_metadata_config=target_metadata_config,
+                    limit=limit,
+                )
+            )
+
+        return [
+            ExecutionStateItem(**item)
+            for item in sort_execution_state_items(filter_nulls(execution_state_items))
+        ]
diff --git a/gfe-db/pipeline/scripts/source_config/build.py b/gfe-db/pipeline/scripts/source_config/build.py
index 19afec0f..2b610435 100644
--- a/gfe-db/pipeline/scripts/source_config/build.py
+++ b/gfe-db/pipeline/scripts/source_config/build.py
@@ -18,14 +18,12 @@
 
 # these libraries are shared from the check_source_update function
 from src.utils.types import (
-    InputParameters,
-    ExecutionStateItem,
-    RepositoryConfig,
     SourceConfig,
-    # SourceConfigBase
+    RepositoryConfig,
+    ExecutionState
 )
 from src.utils import (
-    read_source_config_base,
+    read_s3_json,
     paginate_commits,
     select_fields,
     flatten_json_records,
@@ -36,22 +34,29 @@
 
 # Environment variables
 APP_NAME = os.environ["APP_NAME"]
-GITHUB_REPOSITORY_OWNER = "ANHIG"  # os.environ["GITHUB_REPOSITORY_OWNER"]
-GITHUB_REPOSITORY_NAME = "IMGTHLA"  # os.environ["GITHUB_REPOSITORY_NAME"]
+GITHUB_REPOSITORY_OWNER = os.environ["GITHUB_REPOSITORY_OWNER"]
+GITHUB_REPOSITORY_NAME = os.environ["GITHUB_REPOSITORY_NAME"]
 DATA_BUCKET_NAME = os.environ["DATA_BUCKET_NAME"]
-PIPELINE_SOURCE_CONFIG_BASE_S3_PATH = os.environ["PIPELINE_SOURCE_CONFIG_BASE_S3_PATH"]
+# PIPELINE_SOURCE_CONFIG_S3_PATH = os.environ["PIPELINE_SOURCE_CONFIG_S3_PATH"]
 
 
 if __name__ == "__main__":
 
-    # Get base source config
-    source_config_base = read_source_config_base(DATA_BUCKET_NAME, PIPELINE_SOURCE_CONFIG_BASE_S3_PATH)
-
     # Paths
     # TODO arg
     output_dir = Path(f"{APP_NAME}/pipeline/config")
 
+    # Get base source config
+    # try:
+    #     source_config = SourceConfig(**read_s3_json(DATA_BUCKET_NAME, PIPELINE_SOURCE_CONFIG_S3_PATH))
+    # except Exception as e:
+    #     logger.error(f"Error loading source config from {PIPELINE_SOURCE_CONFIG_S3_PATH}")
+    #     logger.info("Trying local source config")
+    with open(output_dir / "source-config.json", "r") as f:
+        source_config = SourceConfig(**json.load(f))
+
     # Fetch all commits from repo using GitHub API, will be cached
+    logger.info("Fetching all commits from repo using GitHub API")
     all_commits = paginate_commits(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME)
 
     # filter by chosen commit keys
@@ -74,25 +79,40 @@
     commits = rename_fields(all_commits_flat, commit_key_names_map)
 
     # Get the release version for each commit
-    target_metadata_config = source_config_base.repositories[GITHUB_REPOSITORY_OWNER+"/"+GITHUB_REPOSITORY_NAME].target_metadata_config.values
-    excluded_commit_shas = source_config_base.repositories[GITHUB_REPOSITORY_OWNER+"/"+GITHUB_REPOSITORY_NAME].excluded_commit_shas.values
+    target_metadata_config = source_config.repositories[GITHUB_REPOSITORY_OWNER+"/"+GITHUB_REPOSITORY_NAME].target_metadata_config
+    excluded_commit_shas = source_config.repositories[GITHUB_REPOSITORY_OWNER+"/"+GITHUB_REPOSITORY_NAME].excluded_commit_shas.values
     commits = [commit for commit in commits if commit["sha"] not in excluded_commit_shas]
 
     # Build ExecutionStateItem list using thread pooling    
+    logger.info("Building execution state")
     execution_state_items = process_execution_state_items(
         commits=commits,
+        repository_config=RepositoryConfig(
+            **select_keys(
+                source_config.repositories[GITHUB_REPOSITORY_OWNER+"/"+GITHUB_REPOSITORY_NAME].dict(), 
+                ["owner", "name", "url", "default_input_parameters"]
+            )
+        ),
         target_metadata_config=target_metadata_config,
-        parallel=False,
+        parallel=True,
     )
 
-    # # convert utc_now string to datetime object using YYYYMMDDHHMM format
-    # utc_now_version = datetime.strptime(utc_now, "%Y-%m-%dT%H:%M:%SZ").strftime(
-    #     "%Y%m%d-%H%M"
-    # )
-
-    # # TODO get from argparse
-    # # write SourceConfig locally
-    # with open(output_dir / f"source-config.json", "w") as f:
-    #     json.dump(source_config.dict(), f, indent=4)
-
-exit(0)
+    execution_state = ExecutionState(**{
+        "created_utc": utc_now,
+        "updated_utc": utc_now,
+        "items": execution_state_items,
+    })
+
+    source_config.created_utc, source_config.updated_utc = utc_now, utc_now
+
+    logger.info("Writing execution state to local file system")
+    # TODO get output_dir from argparse
+    # write ExecutionState locally
+    with open(output_dir / f"execution-state.json", "w") as f:
+        json.dump(execution_state.dict(), f, indent=4)
+
+    logger.info("Writing source config to local file system")
+    # TODO get output_dir from argparse
+    # write SourceConfig locally
+    with open(output_dir / f"source-config.json", "w") as f:
+        json.dump(source_config.dict(), f, indent=4)

From 5f5c0efc93f2802a49c1a544fed0394c6b3c8c22 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Mon, 8 May 2023 08:39:31 -0700
Subject: [PATCH 023/367] refactor execution state table

---
 .../check_source_update/src/utils/utils.py    |  4 ++
 gfe-db/pipeline/scripts/source_config/load.py | 49 ++++++++++++-------
 gfe-db/pipeline/template.yaml                 | 47 +++++++++---------
 3 files changed, 60 insertions(+), 40 deletions(-)

diff --git a/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py b/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py
index 242d8e59..b8540e85 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py
+++ b/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py
@@ -451,6 +451,10 @@ def filter_nulls(items: List[Dict[str, str]]) -> List[Dict[str, str]]:
     return [x for x in items if x is not None]
 
 
+def filter_null_fields(items: dict) -> dict:
+    return { k: v for k, v in items.items() if v is not None }
+
+
 def sort_execution_state_items(
     execution_state_items: List[Dict[str, str]], ascending=False
 ) -> List[Dict[str, str]]:
diff --git a/gfe-db/pipeline/scripts/source_config/load.py b/gfe-db/pipeline/scripts/source_config/load.py
index f016f8ee..b90df831 100644
--- a/gfe-db/pipeline/scripts/source_config/load.py
+++ b/gfe-db/pipeline/scripts/source_config/load.py
@@ -8,43 +8,56 @@
 )
 from pathlib import Path
 import logging
+import json
 import boto3
 from src.utils.types import (
-    SourceConfig,
+    ExecutionState,
 )
 from src.utils.utils import (
-    read_source_config,
-    flatten_json_records,
+    flatten_json_records
 )
 
-logging.basicConfig(level=logging.INFO)
+logging.basicConfig(level=logging.DEBUG)
 logger = logging.getLogger(__name__)
 
 ssm = boto3.client('ssm')
 dynamodb = boto3.resource('dynamodb')
 
+AWS_REGION = os.environ["AWS_REGION"]
+APP_NAME = os.environ["APP_NAME"]
+STAGE = os.environ["STAGE"]
 DATA_BUCKET_NAME = os.environ["DATA_BUCKET_NAME"]
-PIPELINE_CONFIG_S3_PATH = os.environ["PIPELINE_CONFIG_S3_PATH"]
 GITHUB_REPOSITORY_OWNER = os.environ["GITHUB_REPOSITORY_OWNER"]
 GITHUB_REPOSITORY_NAME = os.environ["GITHUB_REPOSITORY_NAME"]
 
 # fetch '/${AppName}/${Stage}/${AWS::Region}/ExecutionStateTableName' value from Parameter Store
 execution_state_table_name = ssm.get_parameter(
-    Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/ExecutionStateTableName'
+    Name=f'/{APP_NAME}/{STAGE}/{AWS_REGION}/ExecutionStateTableName'
 )['Parameter']['Value']
 
-# read in source config JSON file from local
-source_config = read_source_config(DATA_BUCKET_NAME, PIPELINE_CONFIG_S3_PATH)
-execution_history = source_config.repositories[f'{GITHUB_REPOSITORY_OWNER}/{GITHUB_REPOSITORY_NAME}'].execution_history
+if __name__ == "__main__":
 
-# flatten JSON records
-execution_history_flat = flatten_json_records([item.dict() for item in execution_history])
+    # Paths
+    # TODO arg
+    output_dir = Path(f"{APP_NAME}/pipeline/config")
 
-# load to dynamodb table named execution_state_table_name using batch put
-table = dynamodb.Table(execution_state_table_name)
-with table.batch_writer() as batch:
-    logger.info(f"Loading {len(execution_history_flat)} items to {execution_state_table_name}")
-    for item in execution_history_flat:
-        batch.put_item(Item=item)
+    # read in source config JSON file from local
+    with open(output_dir / "execution-state.json", "r") as f:
+        execution_state = ExecutionState(**json.load(f))
 
-logger.info(f"Success")
\ No newline at end of file
+    # TODO BOOKMARK redeploy execution state table
+    # flatten JSON records and filter nulls
+    execution_state_flat = [
+        {
+            k: v for k, v in item.items() if v is not None
+        } for item in flatten_json_records([item.dict() for item in execution_state.items])
+    ]
+
+    # load to dynamodb table named execution_state_table_name using batch put
+    table = dynamodb.Table(execution_state_table_name)
+    with table.batch_writer() as batch:
+        logger.info(f"Loading {len(execution_state_flat)} items to {execution_state_table_name}")
+        for item in execution_state_flat:
+            batch.put_item(Item=item)
+
+    logger.info(f"Success")
\ No newline at end of file
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 13a2edec..82ff84cf 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -33,29 +33,32 @@ Parameters:
     Type: String
 
 Resources:
-  ExecutionStateTable:
-    Type: AWS::DynamoDB::Table
-    Properties:
-      AttributeDefinitions:
-        - AttributeName: version
-          AttributeType: N
-        - AttributeName: 'commit.sha'
-          AttributeType: S
-      KeySchema:
-        - AttributeName: version
-          KeyType: HASH
-        - AttributeName: 'commit.sha'
-          KeyType: RANGE
-      ProvisionedThroughput:
-        ReadCapacityUnits: 1
-        WriteCapacityUnits: 1
 
-  ExecutionStateTableName:
-    Type: AWS::SSM::Parameter
-    Properties:
-      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/ExecutionStateTableName'
-      Type: String
-      Value: !Ref ExecutionStateTable
+  # TODO BOOKMARK redeploy execution state table
+  # ExecutionStateTable:
+  #   Type: AWS::DynamoDB::Table
+  #   Properties:
+  #     AttributeDefinitions:
+  #       - AttributeName: 'commit.sha'
+  #         AttributeType: S
+  #       - AttributeName: version
+  #         AttributeType: N
+  #     KeySchema:
+  #       - AttributeName: 'commit.sha'
+  #         KeyType: HASH
+  #       - AttributeName: version
+  #         KeyType: RANGE
+  #     BillingMode: PAY_PER_REQUEST
+  #     # ProvisionedThroughput:
+  #     #   ReadCapacityUnits: 2
+  #     #   WriteCapacityUnits: 2
+
+  # ExecutionStateTableName:
+  #   Type: AWS::SSM::Parameter
+  #   Properties:
+  #     Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/ExecutionStateTableName'
+  #     Type: String
+  #     Value: !Ref ExecutionStateTable
 
   BuildServerSG:
     Type: AWS::EC2::SecurityGroup

From 72f789a782c1b8c1272d1bc5f047de2b0398ce33 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Tue, 9 May 2023 12:50:13 -0700
Subject: [PATCH 024/367] enable execution state table

---
 .../src/utils/constants.py                    |  2 -
 .../pipeline/scripts/source_config/build.py   |  1 -
 gfe-db/pipeline/template.yaml                 | 46 +++++++++----------
 3 files changed, 23 insertions(+), 26 deletions(-)

diff --git a/gfe-db/pipeline/functions/check_source_update/src/utils/constants.py b/gfe-db/pipeline/functions/check_source_update/src/utils/constants.py
index 7670299c..7aa1e3c9 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/utils/constants.py
+++ b/gfe-db/pipeline/functions/check_source_update/src/utils/constants.py
@@ -1,7 +1,5 @@
 import os
 import logging
-from dotenv import load_dotenv, find_dotenv
-load_dotenv(find_dotenv());
 
 # Logging
 logger = logging.getLogger(__name__)
diff --git a/gfe-db/pipeline/scripts/source_config/build.py b/gfe-db/pipeline/scripts/source_config/build.py
index 2b610435..08eaed82 100644
--- a/gfe-db/pipeline/scripts/source_config/build.py
+++ b/gfe-db/pipeline/scripts/source_config/build.py
@@ -23,7 +23,6 @@
     ExecutionState
 )
 from src.utils import (
-    read_s3_json,
     paginate_commits,
     select_fields,
     flatten_json_records,
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 82ff84cf..20193e1a 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -35,30 +35,30 @@ Parameters:
 Resources:
 
   # TODO BOOKMARK redeploy execution state table
-  # ExecutionStateTable:
-  #   Type: AWS::DynamoDB::Table
-  #   Properties:
-  #     AttributeDefinitions:
-  #       - AttributeName: 'commit.sha'
-  #         AttributeType: S
-  #       - AttributeName: version
-  #         AttributeType: N
-  #     KeySchema:
-  #       - AttributeName: 'commit.sha'
-  #         KeyType: HASH
-  #       - AttributeName: version
-  #         KeyType: RANGE
-  #     BillingMode: PAY_PER_REQUEST
-  #     # ProvisionedThroughput:
-  #     #   ReadCapacityUnits: 2
-  #     #   WriteCapacityUnits: 2
+  ExecutionStateTable:
+    Type: AWS::DynamoDB::Table
+    Properties:
+      AttributeDefinitions:
+        - AttributeName: 'commit.sha'
+          AttributeType: S
+        - AttributeName: version
+          AttributeType: N
+      KeySchema:
+        - AttributeName: 'commit.sha'
+          KeyType: HASH
+        - AttributeName: version
+          KeyType: RANGE
+      BillingMode: PAY_PER_REQUEST
+      # ProvisionedThroughput:
+      #   ReadCapacityUnits: 2
+      #   WriteCapacityUnits: 2
 
-  # ExecutionStateTableName:
-  #   Type: AWS::SSM::Parameter
-  #   Properties:
-  #     Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/ExecutionStateTableName'
-  #     Type: String
-  #     Value: !Ref ExecutionStateTable
+  ExecutionStateTableName:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/ExecutionStateTableName'
+      Type: String
+      Value: !Ref ExecutionStateTable
 
   BuildServerSG:
     Type: AWS::EC2::SecurityGroup

From 5d6a0df28dcb0c20b15970e0bead8281d9e24f62 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Tue, 9 May 2023 15:35:40 -0700
Subject: [PATCH 025/367] refactor execution state model for easier retrieval

---
 Makefile                                      |  5 ++-
 gfe-db/pipeline/Makefile                      |  5 ++-
 .../check_source_update/src/utils/types.py    | 41 ++++++++++---------
 .../check_source_update/src/utils/utils.py    | 28 ++++++++-----
 .../pipeline/scripts/source_config/build.py   |  4 +-
 gfe-db/pipeline/scripts/source_config/load.py | 34 ++++++++++-----
 gfe-db/pipeline/template.yaml                 |  4 +-
 7 files changed, 76 insertions(+), 45 deletions(-)

diff --git a/Makefile b/Makefile
index 432d4116..9a0367c6 100644
--- a/Makefile
+++ b/Makefile
@@ -116,9 +116,12 @@ pipeline.functions.deploy:
 pipeline.jobs.deploy:
 	$(MAKE) -C ${APP_NAME}/pipeline/ service.jobs.deploy
 
-config.build-source-config:
+config.build-source-config: 
 	$(MAKE) -C ${APP_NAME}/pipeline/ service.config.build-source-config
 
+config.load-source-config: 
+	$(MAKE) -C ${APP_NAME}/pipeline/ service.config.load-source-config
+
 config.deploy:
 	$(MAKE) -C ${APP_NAME}/pipeline/ service.config.deploy
 	$(MAKE) -C ${APP_NAME}/database/ service.config.deploy
diff --git a/gfe-db/pipeline/Makefile b/gfe-db/pipeline/Makefile
index 4951c6ad..40beddbc 100644
--- a/gfe-db/pipeline/Makefile
+++ b/gfe-db/pipeline/Makefile
@@ -49,7 +49,10 @@ service.jobs.deploy:
 # TODO handle virtual environment creation
 # TODO pass output directory as argument
 service.config.build-source-config:
-	@python3 scripts/source_config/build.py
+	@python3 scripts/source_config/build.py ${ROOT_DIR}/${APP_NAME}/${SERVICE}/config/
+
+service.config.load-source-config:
+	@python3 scripts/source_config/load.py ${ROOT_DIR}/${APP_NAME}/${SERVICE}/config/
 
 # TODO parameterize S3 config path and export as environment variable to recall in database shell scripts
 service.config.deploy:
diff --git a/gfe-db/pipeline/functions/check_source_update/src/utils/types.py b/gfe-db/pipeline/functions/check_source_update/src/utils/types.py
index a693a666..4f1945e0 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/utils/types.py
+++ b/gfe-db/pipeline/functions/check_source_update/src/utils/types.py
@@ -4,12 +4,12 @@
 from pydantic import BaseModel, validator
 
 # EventBridge Rules trigger UpdateStatus Lambda
-# SKIPPED: state machine execution started and skipped 
+# SKIPPED: never processed 
 # PENDING: state machine execution started
 # IN_PROGRESS: batch build job triggered 
 # SUCCESS: state machine execution succeeded
 # FAILED: state machine execution failed
-valid_statuses = ["SKIPPED", "PENDING", "IN_PROGRESS", "SUCCESS", "FAILED", None]
+valid_statuses = ["NOT_PROCESSED", "SKIPPED", "PENDING", "IN_PROGRESS", "SUCCESS", "FAILED", None]
 
 def to_datetime(v, fmt="%Y-%m-%dT%H:%M:%SZ"):
     return datetime.strptime(v, fmt)
@@ -87,23 +87,11 @@ class RepositoryConfig(BaseModel):
     def url_is_valid(cls, v):
         return url_is_valid(v)
 
-class SourceConfig(BaseModel):
-    created_utc: Optional[str]
-    updated_utc: Optional[str]
-    repositories: dict[str, RepositoryConfig]
-
-    # validate dates are ISO 8601 format with timezone for created_utc, updated_utc
-    @validator('created_utc', 'updated_utc')
-    def date_utc_is_iso_8601_with_timezone(cls, v):
-        return date_is_iso_8601_with_timezone(v)
-
-class ExecutionStateItem(BaseModel):
-    repository: RepositoryConfig
+class ExecutionDetailsConfig(BaseModel):
     version: int
-    execution_date_utc: Optional[str]
-    commit: Commit
+    status: str
+    date_utc: Optional[str]
     input_parameters: Optional[InputParameters]
-    status: Optional[str]
 
     @validator('status')
     def status_is_valid(cls, v):
@@ -117,6 +105,21 @@ def version_is_valid(cls, v):
         if not re.match(r'^[1-9][0-9]{2}0$', str(v)):
             raise ValueError("Version must match '^[1-9][0-9]{2}0$'")
         return v
+
+class SourceConfig(BaseModel):
+    created_utc: Optional[str]
+    updated_utc: Optional[str]
+    repositories: dict[str, RepositoryConfig]
+
+    # validate dates are ISO 8601 format with timezone for created_utc, updated_utc
+    @validator('created_utc', 'updated_utc')
+    def date_utc_is_iso_8601_with_timezone(cls, v):
+        return date_is_iso_8601_with_timezone(v)
+
+class ExecutionStateItem(BaseModel):
+    repository: RepositoryConfig
+    commit: Commit
+    execution: ExecutionDetailsConfig
     
 class ExecutionState(BaseModel):
     created_utc: str
@@ -136,10 +139,10 @@ def execution_state_is_sorted(cls, v):
     @validator('items')
     def execution_state_has_no_missing_releases(cls, v):
 
-        unique_release_versions = sorted(list(set([item.version for item in v])), reverse=True)
+        unique_release_versions = sorted(list(set([item.execution.version for item in v])), reverse=True)
 
         first_version = 3170 
-        expected_version = v[0].version
+        expected_version = v[0].execution.version
         for version in unique_release_versions:
             if version != expected_version:
                 raise ValueError(f"Execution history is missing version {expected_version}")
diff --git a/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py b/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py
index b8540e85..b34b737a 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py
+++ b/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py
@@ -13,11 +13,11 @@
 import boto3
 from botocore.exceptions import ClientError
 from .types import (
-    SourceConfig,
     RepositoryConfig,
     TargetMetadataConfig,
     Commit,
     ExecutionStateItem,
+    ExecutionDetailsConfig
 )
 from .constants import (
     AWS_REGION,
@@ -134,7 +134,10 @@ def unpack(parent_key, parent_value):
         ) and not any(isinstance(value, list) for value in dictionary.values()):
             break
 
-    return dictionary
+    if len(skip_fields) > 0:
+        return {k: v for k, v in dictionary.items() if k not in skip_fields}
+    else:
+        return dictionary
 
 
 def read_s3_json(bucket, key):
@@ -402,9 +405,9 @@ def get_pull_requests(owner, repo):
 #     return merged_data
 
 
-def flatten_json_records(records):
+def flatten_json_records(records, skip_fields=[]):
     """Flatten a list of JSON records."""
-    return [flatten_json(record) for record in records]
+    return [flatten_json(record, skip_fields=skip_fields) for record in records]
 
 
 def select_keys(d, keys):
@@ -483,13 +486,16 @@ def process_execution_state_item(
             logger.info(f"Found release version {release_version} ({sha})")
 
             result = {
-                "repository": repository_config.dict(),
-                "version": release_version,
-                "execution_date_utc": None,
+                "repository": repository_config,
                 "commit": Commit(**commit),
-                "input_parameters": None,
-                "status": None,
+                "execution": ExecutionDetailsConfig(
+                    version=release_version,
+                    status="NOT_PROCESSED",
+                    date_utc=None,
+                    input_parameters=None,
+                )
             }
+
         except Exception as e:
             # This is because Allelelist.txt for certain commits doesn't contain the release version or name
             # Need to find another file that indicates the release version should be small
@@ -497,7 +503,7 @@ def process_execution_state_item(
             logger.error(f"Error processing commit {sha}: {e}")
             if errors == len(target_metadata_config.items):
                 # logger.error(f"Max errors reached. Exiting loop.")
-                raise Exception(f"No assets found for commit {sha}")
+                raise e
             else:
                 continue
 
@@ -560,7 +566,7 @@ def process_execution_state_items(
         for commit in commits[:limit]:
             execution_state_items.append(
                 process_execution_state_item(
-                    commits=commits,
+                    commit=commit,
                     repository_config=repository_config,
                     target_metadata_config=target_metadata_config,
                     limit=limit,
diff --git a/gfe-db/pipeline/scripts/source_config/build.py b/gfe-db/pipeline/scripts/source_config/build.py
index 08eaed82..9b6b8da6 100644
--- a/gfe-db/pipeline/scripts/source_config/build.py
+++ b/gfe-db/pipeline/scripts/source_config/build.py
@@ -43,7 +43,9 @@
 
     # Paths
     # TODO arg
-    output_dir = Path(f"{APP_NAME}/pipeline/config")
+    # output_dir = Path(f"{APP_NAME}/pipeline/config")
+    # get the output_dir from the command line
+    output_dir = Path(sys.argv[1])
 
     # Get base source config
     # try:
diff --git a/gfe-db/pipeline/scripts/source_config/load.py b/gfe-db/pipeline/scripts/source_config/load.py
index b90df831..d4aa0811 100644
--- a/gfe-db/pipeline/scripts/source_config/load.py
+++ b/gfe-db/pipeline/scripts/source_config/load.py
@@ -1,5 +1,5 @@
 """
-Loads gfe-db execution state to DynamoDB table.
+Loads the initial gfe-db execution state to DynamoDB table.
 """
 import os
 import sys
@@ -17,7 +17,7 @@
     flatten_json_records
 )
 
-logging.basicConfig(level=logging.DEBUG)
+logging.basicConfig(level=logging.INFO)
 logger = logging.getLogger(__name__)
 
 ssm = boto3.client('ssm')
@@ -37,21 +37,35 @@
 
 if __name__ == "__main__":
 
+    # TODO scan table for existing items and throw error if not empty
+
     # Paths
-    # TODO arg
-    output_dir = Path(f"{APP_NAME}/pipeline/config")
+    # output_dir = Path(f"{APP_NAME}/pipeline/config")
+    output_dir = Path(sys.argv[1])
 
     # read in source config JSON file from local
     with open(output_dir / "execution-state.json", "r") as f:
         execution_state = ExecutionState(**json.load(f))
 
-    # TODO BOOKMARK redeploy execution state table
+    # execution_state_json = [
+    #     {
+    #         "commit.sha": item.commit.sha,
+    #         "version": item.execution.version,
+    #         "execution": item.execution.json(),
+    #         "commit": item.commit.json(),
+    #         "repository": item.repository.json(),
+    #     } for item in execution_state.items
+    # ]
+
     # flatten JSON records and filter nulls
-    execution_state_flat = [
-        {
-            k: v for k, v in item.items() if v is not None
-        } for item in flatten_json_records([item.dict() for item in execution_state.items])
+    skip_fields = [
+        "repository.description",
+        "repository.excluded_commit_shas",
+        "repository.target_metadata_config",
+        "repository.tracked_assets"
+
     ]
+    execution_state_flat = flatten_json_records(execution_state.dict()["items"], skip_fields)
 
     # load to dynamodb table named execution_state_table_name using batch put
     table = dynamodb.Table(execution_state_table_name)
@@ -60,4 +74,4 @@
         for item in execution_state_flat:
             batch.put_item(Item=item)
 
-    logger.info(f"Success")
\ No newline at end of file
+    logger.info(f"Loaded {len(execution_state_flat)} items to {execution_state_table_name}")
\ No newline at end of file
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 20193e1a..53522879 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -41,12 +41,12 @@ Resources:
       AttributeDefinitions:
         - AttributeName: 'commit.sha'
           AttributeType: S
-        - AttributeName: version
+        - AttributeName: 'execution.version'
           AttributeType: N
       KeySchema:
         - AttributeName: 'commit.sha'
           KeyType: HASH
-        - AttributeName: version
+        - AttributeName: 'execution.version'
           KeyType: RANGE
       BillingMode: PAY_PER_REQUEST
       # ProvisionedThroughput:

From 00fa47e7e944ae8f09fd5af02c83ebb68041e3bd Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Mon, 22 May 2023 14:09:48 -0700
Subject: [PATCH 026/367] update state table from recent commits

---
 .../functions/check_source_update/src/app.py  | 279 ++++++++++--------
 .../src/utils/constants.py                    |  21 +-
 .../check_source_update/src/utils/types.py    |  69 ++++-
 .../check_source_update/src/utils/utils.py    | 107 +++++--
 4 files changed, 314 insertions(+), 162 deletions(-)

diff --git a/gfe-db/pipeline/functions/check_source_update/src/app.py b/gfe-db/pipeline/functions/check_source_update/src/app.py
index d7d72586..50d80771 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/src/app.py
@@ -4,14 +4,36 @@
 """
 import os
 import logging
+from decimal import Decimal
+from datetime import datetime, timedelta
+utc_now = datetime.utcnow().strftime("%Y-%m-%dT%H:%M:%SZ")
 import json
 import boto3
 from utils.constants import (
     GITHUB_REPOSITORY_OWNER,
     GITHUB_REPOSITORY_NAME,
+    execution_state_table_fields
+)
+from utils.types import (
+    str_to_datetime,
+    str_from_datetime,
+    ExecutionStateItem, 
+    RepositoryConfig,
+    Commit,
+    ExecutionDetailsConfig,
+    ExecutionPayloadItem
+)
+from utils.utils import (
+    read_source_config,
+    restore_nested_json, 
+    list_commits, 
+    get_release_version_for_commit,
+    flatten_json_records,
+    flatten_json,
+
+    cache_json,
+    cache_pickle
 )
-from utils.types import ExecutionStateItem, Commit, to_datetime
-from utils.utils import list_commits, process_execution_state_items
 
 # set up logging
 logger = logging.getLogger()
@@ -21,10 +43,14 @@
 AWS_REGION = os.environ["AWS_REGION"]
 APP_NAME = os.environ["APP_NAME"]
 STAGE = os.environ["STAGE"]
+PIPELINE_SOURCE_CONFIG_S3_PATH = os.environ["PIPELINE_SOURCE_CONFIG_S3_PATH"]
+GITHUB_REPOSITORY_OWNER = os.environ["GITHUB_REPOSITORY_OWNER"]
+GITHUB_REPOSITORY_NAME = os.environ["GITHUB_REPOSITORY_NAME"]
 
 # AWS clients
-ssm = boto3.client("ssm")
-dynamodb = boto3.resource("dynamodb", region_name=AWS_REGION)
+session = boto3.Session(region_name=AWS_REGION)
+ssm = session.client("ssm")
+dynamodb = session.resource("dynamodb", region_name=AWS_REGION)
 
 # Get SSM Parameters
 table_name = ssm.get_parameter(
@@ -35,137 +61,150 @@
     Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/UpdatePipelineArn'
 )["Parameter"]["Value"]
 
+data_bucket_name = ssm.get_parameter(
+    Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/DataBucketName'
+)["Parameter"]["Value"]
+
+# Get data source configuration
+repo_source_config = (
+    read_source_config(data_bucket_name, PIPELINE_SOURCE_CONFIG_S3_PATH)
+    .repositories[f"{GITHUB_REPOSITORY_OWNER}/{GITHUB_REPOSITORY_NAME}"]
+)
+
 
 def lambda_handler(event, context):
     logger.info(json.dumps(event))
 
-    ### Retrieve Execution State ###
-    # instantiate table
+    # Get items from state table
     table = dynamodb.Table(table_name)
 
-    # get all the items from the table
-    items = table.scan()["Items"]
+    execution_state = get_execution_state(table)
+
+    # ⬇ TESTING uncomment before deploying ⬇
+    # test_items_to_delete = execution_state[:5]
+    # delete from table using commit.sha
+    # for item in test_items_to_delete:
+    #     table.delete_item(Key={"commit.sha": item.commit.sha})
+    # del execution_state[:5]
+    # ⬆ TESTING uncomment before deploying ⬆
+
+    # Get the most recent commits from github since the most recent commit date retrieved from DynamoDB
+    commits = get_most_recent_commits(execution_state)
+
+    if not commits:
+        logger.info("No new commits found")
+        return
+
+    # TODO Get the release version for each new commit
+    # TODO Build a list of ExecutionStateItems using defaults for execution, repository and adding the commit BOOKMARK (1)
+    commits_with_releases = []
+    for commit in commits:
+        sha = commit["sha"]
+        for asset_config in repo_source_config.target_metadata_config.items:
+            try:
+                release_version = get_release_version_for_commit(commit, **asset_config.dict())
+                execution_detail = ExecutionDetailsConfig(**{"version": release_version, "status": "NOT_PROCESSED"})
+                repository_config = RepositoryConfig(**{
+                    "owner": GITHUB_REPOSITORY_OWNER, 
+                    "name": GITHUB_REPOSITORY_NAME,
+                    "url": f"https://github.com/{GITHUB_REPOSITORY_OWNER}/{GITHUB_REPOSITORY_NAME}",
+                    "default_input_parameters": repo_source_config.default_input_parameters,
+
+                })
+                commit = Commit.from_response_json(commit)
+                execution_state_item = ExecutionStateItem(
+                    updated_utc=utc_now,
+                    execution=execution_detail,
+                    repository=repository_config,
+                    commit=commit
+                )
+                commits_with_releases.append(execution_state_item)
+                # break the loop if successful
+                break
+            except Exception as e:
+                logger.info(f"Error getting release version for commit {sha}: {e}")
+
+    ### Trigger the build process for each release with the most recent commit for that version ###
+    # 1) Mark the most recent commit for each release as PENDING
+    pending_commits = [ 
+        update_execution_state_item_status(commit, "PENDING") \
+            for item in select_most_recent_commit_for_release(commits_with_releases) \
+                for commit in item.values()
+    ]
 
-    # sort items by commit.date_utc
-    items = sorted(items, key=lambda x: x["commit.date_utc"], reverse=True)
+    # 2) Mark the older commits for each release as SKIPPED
+    skipped_commits = [ update_execution_state_item_status(commit, "SKIPPED") for commit in commits_with_releases if commit not in pending_commits ]
 
-    # Deserialize the items
-    execution_state = [
-        ExecutionStateItem(
-            **{
-                "version": item["version"],
-                "commit": {
-                    "sha": item["commit.sha"],
-                    "message": item["commit.message"],
-                    "date_utc": item["commit.date_utc"],
-                    "html_url": item["commit.html_url"],
-                },
-                "status": item["status"],
-                "execution_date_utc": item["execution_date_utc"],
-                "input_parameters": item["input_parameters"],
-            }
-        )
-        for item in items
-    ]
-    del items
-
-    ### Retrieve Repository Commits ###
-    # get the most recent 100 commits from github
-    commits = list_commits(
-        GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME, per_page=100
-    )
-    repository_state = [
-        Commit(
-            **{
-                "sha": commit["sha"],
-                "message": commit["commit"]["message"],
-                "date_utc": commit["commit"]["author"]["date"],
-                "html_url": commit["html_url"],
-            }
-        )
-        for commit in commits
-    ]
+    # 3) Update the state table with the new commits, order by commit.date_utc descending
+    new_execution_state = pending_commits + skipped_commits
+    new_execution_state = sorted(new_execution_state, key=lambda x: x.commit.date_utc, reverse=False)
 
-    # get the newest commits where date_utc is more recent
-    new_commits = [
-        commit
-        for commit in repository_state
-        if commit.date_utc > execution_state[0].commit.date_utc
-    ]
+    # 4) Add the processed records to the state table
+    items = []
+    for item in new_execution_state:
 
-    ### Process New Commits ### 
-    # TODO Note: current logic is making the assumption that commits retrieved from state have already been processed and are marked accordingly
-    # TODO All commits from state should be be processed if status is null, because this indicates they have not been handled yet
-    # if there are new commits, get the release version for each commit and deserialize
-    if len(new_commits) > 0:
-        # TODO fetch from 
-        asset_configs = [
-            {
-                "asset_name": "alignments/V_nuc.txt",  # commits from 3a71348 to current
-                "release_version_regex": r"[1-9]\d{0,1}\.[1-9]\d{0,2}\.0(?:\.\d{1,2})?(?=\s|$)",
-            },
-            {
-                "asset_name": "aligments/V_nuc.txt",  # commits from 8632b0d to 3645f26
-                "release_version_regex": r"[1-9]\d{0,1}\.[1-9]\d{0,2}\.0(?:\.\d{1,2})?(?=\s|$)",
-            },
-            {
-                "asset_name": "Alignments/V_nuc.txt",  # commits from af54d28 to 9d8f585
-                "release_version_regex": r"[1-9]\d{0,1}\.[1-9]\d{0,2}\.0(?:\.\d{1,2})?(?=\s|$)",
-            },
-            {
-                "asset_name": "V_nuc.txt",  # all commits before 08e0ef9
-                "release_version_regex": r"[1-9]\d{0,1}\.[1-9]\d{0,2}\.0(?:\.\d{1,2})?(?=\s|$)",
-            },
-        ]
-
-        # get the release version for each commit
-        new_execution_state_items = process_execution_state_items(
-            commits=[commit.dict() for commit in new_commits],
-            asset_configs=asset_configs,
-            limit=None,
-            parallel=False,
-        )
-
-        # TODO move inside process_execution_state_items
-        new_execution_state_items = [
-            ExecutionStateItem(**item) for item in new_execution_state_items
-        ]
-
-        # group by release version and get most recent by commit date (max date_utc)
-        unique_new_releases = list(set([item.version for item in new_execution_state_items]))
-        new_releases_by_commit = [
-            {
-                version: max(
-                    [
-                        item
-                        for item in new_execution_state_items
-                        if item.version == version
-                    ],
-                    key=lambda x: x.commit.date_utc,
-                )
-            }
-            for version in unique_new_releases
-        ]
-        # extract all commit values from new_releases_by_commit
-        commits_pending = [
-            list(item.values())[0].commit.sha for item in new_releases_by_commit
-        ]
+        # flatten the item and select only the fields in the table
+        items.append(flatten_json(
+            data=item.dict(),
+            select_fields=execution_state_table_fields))
+
+        # table.put_item(Item=item)
 
-        # update execution state status as PENDING for commits that are the most recent release data,
-        # and SKIPPED for commits that are not the most recent release data
-        for item in new_execution_state_items:
+    with table.batch_writer() as batch:
+        logger.info(f"Loading {len(items)} items to {table_name}")
+        for item in items:
+            batch.put_item(Item=item)
 
-            # mark item processing status
-            if item.commit.sha in commits_pending:
-                item.status = "PENDING"
-            else:
-                item.status = "SKIPPED"
+    # TODO add input parameters, take into account that they will come from either the default or from user input through event
+    # 5) Return pending commits to the state machine for further processing
+    execution_payload = [ ExecutionPayloadItem.from_execution_state_item(item).dict() for item in pending_commits ] 
+    return execution_payload
 
-            # TODO set execution_date_utc using Lambda context
+@cache_pickle
+def get_execution_state(table):
+    # Retrieve execution state from table
+    items = table.scan()["Items"]
+    # convert Decimal types to int
+    from decimal import Decimal
+    items = [{k: int(v) if isinstance(v, Decimal) else v for k, v in item.items()} for item in items]
+    items = sorted(items, key=lambda x: x["commit.date_utc"], reverse=True)
+
+    # TODO Deserialize and repack the items
+    return [ ExecutionStateItem(**restore_nested_json(item)) for item in items ]
+
+
+def get_most_recent_commits(execution_state):
+    # 1) Get the most recent commit date from DynamoDB using max(), add one second to it so the same commit is not returned
+    last_commit_date = max([ str_to_datetime(item.commit.date_utc) for item in execution_state ])
+    
+    # add minor offset to avoid duplicate commits
+    since = str_from_datetime(last_commit_date + timedelta(seconds=1))
+
+    # 2) Get the most recent commits from GitHub using since=<date> parameter
+    return list_commits(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME, since=since)
+
+def select_most_recent_commit_for_release(commits: list[ExecutionStateItem]):
+    # group by release version and get most recent by commit date (max date_utc)
+    unique_new_releases = list(set([item.execution.version for item in commits]))
+    return [
+        {
+            version: max(
+                [
+                    item
+                    for item in commits
+                    if item.execution.version == version
+                ],
+                key=lambda x: x.commit.date_utc,
+            )
+        }
+        for version in unique_new_releases
+    ]
 
-        
+def update_execution_state_item_status(execution_state_item: ExecutionStateItem, status: str):
+    execution_state_item.execution.status = status
+    execution_state_item.execution.date_utc = str_from_datetime(datetime.utcnow())
+    return execution_state_item
 
-    return
 
 
 if __name__ == "__main__":
diff --git a/gfe-db/pipeline/functions/check_source_update/src/utils/constants.py b/gfe-db/pipeline/functions/check_source_update/src/utils/constants.py
index 7aa1e3c9..875f6888 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/utils/constants.py
+++ b/gfe-db/pipeline/functions/check_source_update/src/utils/constants.py
@@ -9,4 +9,23 @@
 AWS_REGION = os.environ["AWS_REGION"] 
 GITHUB_PERSONAL_ACCESS_TOKEN = os.environ["GITHUB_PERSONAL_ACCESS_TOKEN"]
 GITHUB_REPOSITORY_OWNER = os.environ["GITHUB_REPOSITORY_OWNER"]
-GITHUB_REPOSITORY_NAME = os.environ["GITHUB_REPOSITORY_NAME"]
\ No newline at end of file
+GITHUB_REPOSITORY_NAME = os.environ["GITHUB_REPOSITORY_NAME"]
+
+# list of fields to be used in the execution state table
+execution_state_table_fields = [
+    "commit.sha",
+    "execution.version",
+    "commit.date_utc",
+    "commit.html_url",
+    "commit.message",
+    "execution.date_utc",
+    "execution.input_parameters",
+    "execution.status",
+    "repository.default_input_parameters.align",
+    "repository.default_input_parameters.kir",
+    "repository.default_input_parameters.limit",
+    "repository.default_input_parameters.mem_profile",
+    "repository.name",
+    "repository.owner",
+    "repository.url"
+]
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/check_source_update/src/utils/types.py b/gfe-db/pipeline/functions/check_source_update/src/utils/types.py
index 4f1945e0..357b140e 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/utils/types.py
+++ b/gfe-db/pipeline/functions/check_source_update/src/utils/types.py
@@ -2,6 +2,7 @@
 from datetime import datetime
 from typing import Optional
 from pydantic import BaseModel, validator
+import jmespath
 
 # EventBridge Rules trigger UpdateStatus Lambda
 # SKIPPED: never processed 
@@ -11,9 +12,12 @@
 # FAILED: state machine execution failed
 valid_statuses = ["NOT_PROCESSED", "SKIPPED", "PENDING", "IN_PROGRESS", "SUCCESS", "FAILED", None]
 
-def to_datetime(v, fmt="%Y-%m-%dT%H:%M:%SZ"):
+def str_to_datetime(v, fmt="%Y-%m-%dT%H:%M:%SZ"):
     return datetime.strptime(v, fmt)
 
+def str_from_datetime(v, fmt="%Y-%m-%dT%H:%M:%SZ"):
+    return v.strftime(fmt)
+
 # validate that date field is ISO 8601 format with timezone
 def date_is_iso_8601_with_timezone(v):
     if not re.match(r'^\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2}Z$', v):
@@ -26,6 +30,17 @@ def url_is_valid(v):
         raise ValueError("Url must be a valid URL")
     return v
 
+def version_is_valid(v):
+    if not re.match(r'^[1-9][0-9]{2}0$', str(v)):
+        raise ValueError("Version must match '^[1-9][0-9]{2}0$'")
+    return v
+
+# validate that commit sha is a 40 character hex string
+def commit_sha_is_hex(v):
+    if not re.match(r'^[0-9a-f]{40}$', v):
+        raise ValueError("Commit sha must be a 40 character hex string")
+    return v
+
 ### Source Config Models ###
 class Commit(BaseModel):
     sha: str
@@ -33,12 +48,19 @@ class Commit(BaseModel):
     message: Optional[str]
     html_url: str
 
-    # validate that commit_sha is a 40 character hex string
     @validator('sha')
-    def commit_sha_is_hex(cls, v):
-        if not re.match(r'^[0-9a-f]{40}$', v):
-            raise ValueError("Commit sha must be a 40 character hex string")
-        return v
+    def _commit_sha_is_hex(cls, v):
+        return commit_sha_is_hex(v)
+    
+    # implement jmespath mapping to create the commit Class
+    @classmethod
+    def from_response_json(cls, response_json):
+        return cls(
+            sha=jmespath.search("sha", response_json),
+            date_utc=jmespath.search("commit.committer.date", response_json),
+            message=jmespath.search("commit.message", response_json),
+            html_url=jmespath.search("html_url", response_json)
+        )
 
     # validate that date is ISO 8601 format with timezone
     @validator('date_utc')
@@ -58,6 +80,11 @@ class ExcludedCommitShas(BaseModel):
     values: list[str]
 
     # TODO validate that values are hex strings
+    @validator('values')
+    def _commit_shas_are_hex(cls, v):
+        for sha in v:
+            sha = commit_sha_is_hex(sha)
+        return v
 
 class TrackedAssetsConfig(BaseModel):
     description: Optional[str]
@@ -101,10 +128,8 @@ def status_is_valid(cls, v):
 
     # validate that version is a 4 digit number, position 0 is a number between 1 and 9, and position 1:2 is a number between 0 and 99 and position 3 is 0
     @validator('version')
-    def version_is_valid(cls, v):
-        if not re.match(r'^[1-9][0-9]{2}0$', str(v)):
-            raise ValueError("Version must match '^[1-9][0-9]{2}0$'")
-        return v
+    def _version_is_valid(cls, v):
+        return version_is_valid(v)
 
 class SourceConfig(BaseModel):
     created_utc: Optional[str]
@@ -117,6 +142,8 @@ def date_utc_is_iso_8601_with_timezone(cls, v):
         return date_is_iso_8601_with_timezone(v)
 
 class ExecutionStateItem(BaseModel):
+    created_utc: Optional[str] # TODO make required once fully implemented
+    updated_utc: Optional[str] # TODO make required once fully implemented
     repository: RepositoryConfig
     commit: Commit
     execution: ExecutionDetailsConfig
@@ -151,4 +178,24 @@ def execution_state_has_no_missing_releases(cls, v):
             if version == first_version:
                 break
 
-        return v 
\ No newline at end of file
+        return v 
+    
+class ExecutionPayloadItem(BaseModel):
+    version: int
+    commit_sha: str
+
+    @validator('version')
+    def _version_is_valid(cls, v):
+        return version_is_valid(v)
+
+    @validator('commit_sha')
+    def _commit_sha_is_hex(cls, v):
+        return commit_sha_is_hex(v)
+
+    # create the ExecutionPayloadItem from ExecutionStateItem
+    @classmethod
+    def from_execution_state_item(cls, execution_state_item):
+        return cls(
+            version=execution_state_item.execution.version,
+            commit_sha=execution_state_item.commit.sha
+        )
diff --git a/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py b/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py
index b34b737a..7867bf6c 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py
+++ b/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py
@@ -1,6 +1,7 @@
 import os
 import logging
-from typing import List, Dict
+from typing import List, Dict, Union
+from pydantic import BaseModel
 from pathlib import Path
 from itertools import chain, starmap
 from datetime import datetime
@@ -13,6 +14,7 @@
 import boto3
 from botocore.exceptions import ClientError
 from .types import (
+    SourceConfig,
     RepositoryConfig,
     TargetMetadataConfig,
     Commit,
@@ -36,14 +38,27 @@
 
 cache_dir = Path(__file__).parent / "_cache"
 
-
 def save_json_to_cache(data, var_name):
     """Saves data to cache directory"""
     if not cache_dir.exists():
         cache_dir.mkdir()
-    with open(cache_dir / var_name, "w") as f:
-        json.dump(data, f, indent=4)
 
+    # Handles different types of JSON representations, if it fails to serialize, remove the file
+    try:
+        if isinstance(data, dict) or isinstance(data, List):
+            try:
+                with open(cache_dir / var_name, "w") as f:
+                    json.dump(data, f, indent=4)
+            except:
+                # assume it's a list of pydantic models
+                with open(cache_dir / var_name, "w") as f:
+                    json.dump([item.dict() for item in data], f, indent=4)
+    except Exception as e:
+        logger.error(f"Failed to serialize {var_name} to JSON: {e}")
+        # remove the file if it exists
+        if (cache_dir / var_name).exists():
+            (cache_dir / var_name).unlink()
+    
 
 def save_pickle_to_cache(data, var_name):
     """Saves data to cache directory"""
@@ -103,7 +118,7 @@ def wrapper(*args, **kwargs):
     return wrapper
 
 
-def flatten_json(dictionary, sep=".", skip_fields=[]):
+def flatten_json(data, sep=".", skip_fields=[], select_fields=[]):
     """Flatten a nested json file. For a list of dictionaries, use this
     inside a for loop before converting to pandas DataFrame."""
 
@@ -126,18 +141,32 @@ def unpack(parent_key, parent_value):
 
     # Keep iterating until the termination condition is satisfied
     while True:
-        # Keep unpacking the json file until all values are atomic elements (not dictionary or list)
-        dictionary = dict(chain.from_iterable(starmap(unpack, dictionary.items())))
-        # Terminate condition: not any value in the json file is dictionary or list
+        # Keep unpacking the json file until all values are atomic elements (not data or list)
+        data = dict(chain.from_iterable(starmap(unpack, data.items())))
+        # Terminate condition: not any value in the json file is data or list
         if not any(
-            isinstance(value, dict) for value in dictionary.values()
-        ) and not any(isinstance(value, list) for value in dictionary.values()):
+            isinstance(value, dict) for value in data.values()
+        ) and not any(isinstance(value, list) for value in data.values()):
             break
 
     if len(skip_fields) > 0:
-        return {k: v for k, v in dictionary.items() if k not in skip_fields}
-    else:
-        return dictionary
+        data = {k: v for k, v in data.items() if k not in skip_fields}
+
+    if len(select_fields) > 0:
+        data = {k: v for k, v in data.items() if k in select_fields}
+
+    return data
+
+
+def flatten_json_records(data, skip_fields=[], select_fields=[]):
+    """Flatten a list of JSON records."""
+    return [
+        flatten_json(
+        data=record, 
+        skip_fields=skip_fields, 
+        select_fields=select_fields) \
+            for record in data
+    ]
 
 
 def read_s3_json(bucket, key):
@@ -167,16 +196,16 @@ def write_s3_json(bucket, key, data):
         raise err
 
 
-# def read_source_config(bucket, key):
-#     data = read_s3_json(bucket, key)
-#     return SourceConfig(**data)
+def read_source_config(bucket, key):
+    data = read_s3_json(bucket, key)
+    return SourceConfig(**data)
 
 
 # def write_source_config(bucket, key, source_config: SourceConfig):
 #     write_s3_json(bucket, key, source_config.dict())
 
-
-def list_commits(owner, repo, **kwargs):
+@cache_json
+def list_commits(owner, repo, **params):
     """Return a list of GitHub commits for the specified repository"""
 
     base_url = "https://api.github.com"
@@ -186,10 +215,10 @@ def list_commits(owner, repo, **kwargs):
 
     url = base_url + endpoint
 
-    params = {
-        "per_page": kwargs.get("per_page"),
-        "page": kwargs.get("page"),
-    }
+    # params = {
+    #     "per_page": kwargs.get("per_page"),
+    #     "page": kwargs.get("page"),
+    # }
 
     # Headers
     headers = {
@@ -203,7 +232,6 @@ def list_commits(owner, repo, **kwargs):
 
     return response.json()
 
-
 # @cache_json
 def paginate_commits(owner, repo, start_page=1, per_page=100, **kwargs):
     page = start_page
@@ -405,11 +433,6 @@ def get_pull_requests(owner, repo):
 #     return merged_data
 
 
-def flatten_json_records(records, skip_fields=[]):
-    """Flatten a list of JSON records."""
-    return [flatten_json(record, skip_fields=skip_fields) for record in records]
-
-
 def select_keys(d, keys):
     """Selects keys from a dictionary"""
     return {k: v for k, v in d.items() if k in keys}
@@ -430,6 +453,27 @@ def rename_fields(dataset: List[dict], key_names_map: dict[str, str]):
     return [rename_keys(x, key_names_map) for x in dataset]
 
 
+def restore_nested_json(data: dict):
+    """Restores a previously flattened JSON object into a nested JSON object.
+
+    Args:
+        data (dict): A flattened JSON object.
+
+    Returns:
+        _type_: _description_
+    """
+    result = {}
+    for key, value in data.items():
+        parts = key.split(".")
+        current = result
+        for part in parts[:-1]:
+            if part not in current:
+                current[part] = {}
+            current = current[part]
+        current[parts[-1]] = value
+    return result
+
+
 def find_text(pattern, input_str):
     match = re.search(pattern, input_str)
     if match:
@@ -437,8 +481,11 @@ def find_text(pattern, input_str):
         return text
 
 
-def get_release_version_for_commit(commit: dict, **kwargs) -> int:
-    sha = commit["sha"]
+def get_release_version_for_commit(commit: Union[Commit, dict], **kwargs) -> int:
+    try:
+        sha = commit["sha"]
+    except:
+        sha = commit.sha
     asset_path = kwargs["asset_path"]
     release_version_regex = kwargs["metadata_regex"]
     allele_list = get_repo_asset(

From 956d42422530f2ce85bcd7ab52b647dd5d5752ce Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Mon, 22 May 2023 15:17:28 -0700
Subject: [PATCH 027/367] add default input parameters from source config

---
 .../functions/check_source_update/src/app.py  | 56 +++++++++++--------
 .../src/utils/constants.py                    |  4 ++
 .../check_source_update/src/utils/utils.py    |  1 -
 3 files changed, 38 insertions(+), 23 deletions(-)

diff --git a/gfe-db/pipeline/functions/check_source_update/src/app.py b/gfe-db/pipeline/functions/check_source_update/src/app.py
index 50d80771..99f3f83c 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/src/app.py
@@ -66,7 +66,7 @@
 )["Parameter"]["Value"]
 
 # Get data source configuration
-repo_source_config = (
+source_repo_config = (
     read_source_config(data_bucket_name, PIPELINE_SOURCE_CONFIG_S3_PATH)
     .repositories[f"{GITHUB_REPOSITORY_OWNER}/{GITHUB_REPOSITORY_NAME}"]
 )
@@ -80,13 +80,16 @@ def lambda_handler(event, context):
 
     execution_state = get_execution_state(table)
 
-    # ⬇ TESTING uncomment before deploying ⬇
+    # # ⬇ TESTING uncomment before deploying ⬇
     # test_items_to_delete = execution_state[:5]
-    # delete from table using commit.sha
-    # for item in test_items_to_delete:
-    #     table.delete_item(Key={"commit.sha": item.commit.sha})
+
+    # # # delete from table using commit.sha
+    # # # ValidationError
+    # # for item in test_items_to_delete:
+    # #     # table.delete_item(Key={"commit.sha": item.commit.sha})
+
     # del execution_state[:5]
-    # ⬆ TESTING uncomment before deploying ⬆
+    # # ⬆ TESTING uncomment before deploying ⬆
 
     # Get the most recent commits from github since the most recent commit date retrieved from DynamoDB
     commits = get_most_recent_commits(execution_state)
@@ -95,12 +98,11 @@ def lambda_handler(event, context):
         logger.info("No new commits found")
         return
 
-    # TODO Get the release version for each new commit
     # TODO Build a list of ExecutionStateItems using defaults for execution, repository and adding the commit BOOKMARK (1)
     commits_with_releases = []
     for commit in commits:
         sha = commit["sha"]
-        for asset_config in repo_source_config.target_metadata_config.items:
+        for asset_config in source_repo_config.target_metadata_config.items:
             try:
                 release_version = get_release_version_for_commit(commit, **asset_config.dict())
                 execution_detail = ExecutionDetailsConfig(**{"version": release_version, "status": "NOT_PROCESSED"})
@@ -108,7 +110,7 @@ def lambda_handler(event, context):
                     "owner": GITHUB_REPOSITORY_OWNER, 
                     "name": GITHUB_REPOSITORY_NAME,
                     "url": f"https://github.com/{GITHUB_REPOSITORY_OWNER}/{GITHUB_REPOSITORY_NAME}",
-                    "default_input_parameters": repo_source_config.default_input_parameters,
+                    "default_input_parameters": source_repo_config.default_input_parameters,
 
                 })
                 commit = Commit.from_response_json(commit)
@@ -126,37 +128,43 @@ def lambda_handler(event, context):
 
     ### Trigger the build process for each release with the most recent commit for that version ###
     # 1) Mark the most recent commit for each release as PENDING
+    # TODO add input parameters, take into account that they will come from either the default or from user input through event
+    input_parameters = source_repo_config.default_input_parameters
     pending_commits = [ 
-        update_execution_state_item_status(commit, "PENDING") \
+        update_execution_state_item(commit, status="PENDING", input_parameters=input_parameters) \
             for item in select_most_recent_commit_for_release(commits_with_releases) \
                 for commit in item.values()
     ]
 
+
     # 2) Mark the older commits for each release as SKIPPED
-    skipped_commits = [ update_execution_state_item_status(commit, "SKIPPED") for commit in commits_with_releases if commit not in pending_commits ]
+    skipped_commits = [ update_execution_state_item(commit, "SKIPPED") for commit in commits_with_releases if commit not in pending_commits ]
 
     # 3) Update the state table with the new commits, order by commit.date_utc descending
     new_execution_state = pending_commits + skipped_commits
     new_execution_state = sorted(new_execution_state, key=lambda x: x.commit.date_utc, reverse=False)
 
-    # 4) Add the processed records to the state table
-    items = []
-    for item in new_execution_state:
-
-        # flatten the item and select only the fields in the table
-        items.append(flatten_json(
+    # 4) Flatten and load the processed records to the state table
+    items = [ 
+        flatten_json(
             data=item.dict(),
-            select_fields=execution_state_table_fields))
+            select_fields=execution_state_table_fields) \
+                for item in new_execution_state
+        ]
+    # for item in new_execution_state:
 
-        # table.put_item(Item=item)
+    #     # flatten the item and select only the fields in the table
+    #     items.append(flatten_json(
+    #         data=item.dict(),
+    #         select_fields=execution_state_table_fields))
 
     with table.batch_writer() as batch:
         logger.info(f"Loading {len(items)} items to {table_name}")
         for item in items:
             batch.put_item(Item=item)
 
-    # TODO add input parameters, take into account that they will come from either the default or from user input through event
     # 5) Return pending commits to the state machine for further processing
+    # TODO add input parameters
     execution_payload = [ ExecutionPayloadItem.from_execution_state_item(item).dict() for item in pending_commits ] 
     return execution_payload
 
@@ -172,7 +180,7 @@ def get_execution_state(table):
     # TODO Deserialize and repack the items
     return [ ExecutionStateItem(**restore_nested_json(item)) for item in items ]
 
-
+@cache_json
 def get_most_recent_commits(execution_state):
     # 1) Get the most recent commit date from DynamoDB using max(), add one second to it so the same commit is not returned
     last_commit_date = max([ str_to_datetime(item.commit.date_utc) for item in execution_state ])
@@ -200,8 +208,12 @@ def select_most_recent_commit_for_release(commits: list[ExecutionStateItem]):
         for version in unique_new_releases
     ]
 
-def update_execution_state_item_status(execution_state_item: ExecutionStateItem, status: str):
+def update_execution_state_item(execution_state_item: ExecutionStateItem, status: str, input_parameters: dict = None):
     execution_state_item.execution.status = status
+
+    if input_parameters is not None and status == "PENDING":
+        execution_state_item.execution.input_parameters = input_parameters
+
     execution_state_item.execution.date_utc = str_from_datetime(datetime.utcnow())
     return execution_state_item
 
diff --git a/gfe-db/pipeline/functions/check_source_update/src/utils/constants.py b/gfe-db/pipeline/functions/check_source_update/src/utils/constants.py
index 875f6888..8106dd1e 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/utils/constants.py
+++ b/gfe-db/pipeline/functions/check_source_update/src/utils/constants.py
@@ -21,6 +21,10 @@
     "execution.date_utc",
     "execution.input_parameters",
     "execution.status",
+    "execution.input_parameters.align",
+    "execution.input_parameters.kir",
+    "execution.input_parameters.limit",
+    "execution.input_parameters.mem_profile",
     "repository.default_input_parameters.align",
     "repository.default_input_parameters.kir",
     "repository.default_input_parameters.limit",
diff --git a/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py b/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py
index 7867bf6c..2b77e014 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py
+++ b/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py
@@ -204,7 +204,6 @@ def read_source_config(bucket, key):
 # def write_source_config(bucket, key, source_config: SourceConfig):
 #     write_s3_json(bucket, key, source_config.dict())
 
-@cache_json
 def list_commits(owner, repo, **params):
     """Return a list of GitHub commits for the specified repository"""
 

From 8fb6404096f5b0023df2ba961a30a35f2a407090 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Mon, 22 May 2023 15:22:18 -0700
Subject: [PATCH 028/367] return input parameters with execution payload

---
 .../pipeline/functions/check_source_update/src/utils/types.py | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/gfe-db/pipeline/functions/check_source_update/src/utils/types.py b/gfe-db/pipeline/functions/check_source_update/src/utils/types.py
index 357b140e..1a45ee04 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/utils/types.py
+++ b/gfe-db/pipeline/functions/check_source_update/src/utils/types.py
@@ -183,6 +183,7 @@ def execution_state_has_no_missing_releases(cls, v):
 class ExecutionPayloadItem(BaseModel):
     version: int
     commit_sha: str
+    input_parameters: InputParameters
 
     @validator('version')
     def _version_is_valid(cls, v):
@@ -197,5 +198,6 @@ def _commit_sha_is_hex(cls, v):
     def from_execution_state_item(cls, execution_state_item):
         return cls(
             version=execution_state_item.execution.version,
-            commit_sha=execution_state_item.commit.sha
+            commit_sha=execution_state_item.commit.sha,
+            input_parameters=execution_state_item.execution.input_parameters
         )

From ea97a514263e4d4dd42b525d82debbe56ea27f2e Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Mon, 22 May 2023 18:51:15 -0700
Subject: [PATCH 029/367] organize tasks and clean up

---
 gfe-db/database/Makefile                      |    1 +
 gfe-db/pipeline/config/execution-state.json   | 5474 ++++++++++-------
 gfe-db/pipeline/config/source-config.json     |    4 +-
 .../functions/check_source_update/src/app.py  |   13 -
 .../check_source_update/src/utils/types.py    |   16 +-
 .../update_execution_state/src/app.py         |    7 +
 .../pipeline/scripts/source_config/build.py   |    3 -
 gfe-db/pipeline/scripts/source_config/load.py |    6 +-
 gfe-db/pipeline/template.yaml                 |    1 -
 notebooks/0.1-process-updated-releases.ipynb  |    2 +-
 .../0.0-track-releases-by-commit.ipynb        |    2 +-
 .../1.0-build-source-config.ipynb             |    2 +-
 12 files changed, 3311 insertions(+), 2220 deletions(-)

diff --git a/gfe-db/database/Makefile b/gfe-db/database/Makefile
index 896d6c8b..cba3e6ec 100644
--- a/gfe-db/database/Makefile
+++ b/gfe-db/database/Makefile
@@ -11,6 +11,7 @@ deploy:
 	$(MAKE) service.config.deploy
 	$(MAKE) service.deploy
 
+# TODO Update this to filter the check-key-pair JSON response by the actual key pair name instead of list index
 service.check-key-pair: ##=> Checks if the key pair already exists and creates it if it does not
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Checking for key pair ${EC2_KEY_PAIR_NAME}" 2>&1 | tee -a $$CFN_LOG_PATH
 	@key_pair="$$(aws ec2 describe-key-pairs --key-name ${EC2_KEY_PAIR_NAME} | jq '.KeyPairs[0].KeyName' || true)" && \
diff --git a/gfe-db/pipeline/config/execution-state.json b/gfe-db/pipeline/config/execution-state.json
index b0aadad1..22083819 100644
--- a/gfe-db/pipeline/config/execution-state.json
+++ b/gfe-db/pipeline/config/execution-state.json
@@ -1,6 +1,6 @@
 {
-    "created_utc": "2023-05-05T03:51:33Z",
-    "updated_utc": "2023-05-05T03:51:33Z",
+    "created_utc": "2023-05-09T21:43:16Z",
+    "updated_utc": "2023-05-09T21:43:16Z",
     "items": [
         {
             "repository": {
@@ -18,16 +18,18 @@
                     "limit": -1
                 }
             },
-            "version": 3520,
-            "execution_date_utc": null,
             "commit": {
                 "sha": "38398a75e9762ff070d8e9bd714d074332646cd7",
                 "date_utc": "2023-04-17T16:03:52Z",
                 "message": "Merge pull request #334 from ANHIG/3520\n\nIPD-IMGT/HLA Release 3.52.0",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/38398a75e9762ff070d8e9bd714d074332646cd7"
             },
-            "input_parameters": null,
-            "status": null
+            "execution": {
+                "version": 3520,
+                "status": "NOT_PROCESSED",
+                "date_utc": null,
+                "input_parameters": null
+            }
         },
         {
             "repository": {
@@ -45,16 +47,18 @@
                     "limit": -1
                 }
             },
-            "version": 3520,
-            "execution_date_utc": null,
             "commit": {
                 "sha": "def376dc6955b339b17f0a4b840e80eb6b9c744b",
                 "date_utc": "2023-04-17T16:01:01Z",
                 "message": "IPD-IMGT/HLA Release 3.52.0",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/def376dc6955b339b17f0a4b840e80eb6b9c744b"
             },
-            "input_parameters": null,
-            "status": null
+            "execution": {
+                "version": 3520,
+                "status": "NOT_PROCESSED",
+                "date_utc": null,
+                "input_parameters": null
+            }
         },
         {
             "repository": {
@@ -72,16 +76,18 @@
                     "limit": -1
                 }
             },
-            "version": 3510,
-            "execution_date_utc": null,
             "commit": {
                 "sha": "5f2c562056f8ffa89aeea0631f2a52300ee0de17",
                 "date_utc": "2023-01-13T10:04:48Z",
                 "message": "Merge pull request #325 from ANHIG/3510\n\n3510",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/5f2c562056f8ffa89aeea0631f2a52300ee0de17"
             },
-            "input_parameters": null,
-            "status": null
+            "execution": {
+                "version": 3510,
+                "status": "NOT_PROCESSED",
+                "date_utc": null,
+                "input_parameters": null
+            }
         },
         {
             "repository": {
@@ -99,16 +105,18 @@
                     "limit": -1
                 }
             },
-            "version": 3510,
-            "execution_date_utc": null,
             "commit": {
                 "sha": "4b8432c7d56121c84d6ef1d75a1c7185c628c13d",
                 "date_utc": "2023-01-12T14:47:00Z",
                 "message": "IPD-IMGT/HLA Database Release 3.51.0\n\nUpdated the ihiw folder for 3.51.0",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/4b8432c7d56121c84d6ef1d75a1c7185c628c13d"
             },
-            "input_parameters": null,
-            "status": null
+            "execution": {
+                "version": 3510,
+                "status": "NOT_PROCESSED",
+                "date_utc": null,
+                "input_parameters": null
+            }
         },
         {
             "repository": {
@@ -126,16 +134,18 @@
                     "limit": -1
                 }
             },
-            "version": 3510,
-            "execution_date_utc": null,
             "commit": {
                 "sha": "4486f5c623705c6a14d9eeaba7d155cff30cdb43",
                 "date_utc": "2023-01-12T14:36:43Z",
                 "message": "IPD-IMGT/HLA Release 3.51.0\n\nUpdates for 3.51.0",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/4486f5c623705c6a14d9eeaba7d155cff30cdb43"
             },
-            "input_parameters": null,
-            "status": null
+            "execution": {
+                "version": 3510,
+                "status": "NOT_PROCESSED",
+                "date_utc": null,
+                "input_parameters": null
+            }
         },
         {
             "repository": {
@@ -153,16 +163,18 @@
                     "limit": -1
                 }
             },
-            "version": 3500,
-            "execution_date_utc": null,
             "commit": {
                 "sha": "50b790037030d958b662085c3f4cf34ba72a32ec",
                 "date_utc": "2022-12-14T10:02:54Z",
                 "message": "Merge pull request #323 from ANHIG/3500\n\nCorrected missing date and version field in Allelelist_history.txt",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/50b790037030d958b662085c3f4cf34ba72a32ec"
             },
-            "input_parameters": null,
-            "status": null
+            "execution": {
+                "version": 3500,
+                "status": "NOT_PROCESSED",
+                "date_utc": null,
+                "input_parameters": null
+            }
         },
         {
             "repository": {
@@ -180,16 +192,18 @@
                     "limit": -1
                 }
             },
-            "version": 3500,
-            "execution_date_utc": null,
             "commit": {
                 "sha": "36220a1c5c2d6954f4873a552544cc0e55b61d0a",
                 "date_utc": "2022-12-14T10:02:28Z",
                 "message": "Corrected missing date and version field in Allelelist_history.txt",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/36220a1c5c2d6954f4873a552544cc0e55b61d0a"
             },
-            "input_parameters": null,
-            "status": null
+            "execution": {
+                "version": 3500,
+                "status": "NOT_PROCESSED",
+                "date_utc": null,
+                "input_parameters": null
+            }
         },
         {
             "repository": {
@@ -207,16 +221,18 @@
                     "limit": -1
                 }
             },
-            "version": 3500,
-            "execution_date_utc": null,
             "commit": {
                 "sha": "e941759874365cb152a3562c22d10847d10db326",
                 "date_utc": "2022-10-14T08:47:37Z",
                 "message": "Merge pull request #318 from ANHIG/3500\n\nhla.dat file for IPD-IMGT/HLA Release 3.50.0",
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@@ -8793,16 +9443,18 @@
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                 "message": "Merge pull request #110 from ANHIG/3290\n\nIPD-IMGT/HLA Release 3.29.0",
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@@ -8820,16 +9472,18 @@
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                 "message": "IPD-IMGT/HLA Release 3.29.0\n\nUpdate to fix listed sequence length of DQA1*05:05:01:03 in hla.dat and\nhla.xml and addition of B*40:155:01G to hla_ambigs.xml file.",
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@@ -8847,16 +9501,18 @@
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                 "date_utc": "2017-07-21T14:16:30Z",
                 "message": "Merge pull request #109 from ANHIG/3290\n\nIPD-IMGT/HLA Release 3.29.0",
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             },
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         },
         {
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@@ -8874,16 +9530,18 @@
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                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/ab4270d992aa01bdad00391cf9f75637ad639f4c"
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-            "input_parameters": null,
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+            "execution": {
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+            }
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@@ -8901,16 +9559,18 @@
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                 "date_utc": "2017-07-13T08:51:19Z",
                 "message": "Merge pull request #108 from ANHIG/3290\n\nIPD-IMGT/HLA Release 3.29.0",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/3bbf66f3b680f17e404388ed009202a082045458"
             },
-            "input_parameters": null,
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                 "message": "Merge pull request #107 from ANHIG/3290\n\n3290",
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@@ -9009,16 +9675,18 @@
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                 "message": "Release 3.24.0.1 Update\n\nVersion Report - 3.24.0.1 (2016-05)\n\nThe following changes have been made to release 3.24.0 to correct a\nnumber of protein sequences, a number of minor errors in displaying the\nsequences and to include a number of sequences that were accidently\nomitted.\n\nCDS sequences\n\nThe C*04:09N deletion was incorrectly displayed.\nThe CDS sequences were not changed.\n\nProtein sequences\n\nThe following proteins sequences were incorrectly translated; A*30:78N,\nA*68:11N, C*03:316N, C*04:09N, DRB5*01:08N.\nThe following proteins sequences did not have the stop codon displayed;\nA*01:04N, A*68:18N, DPB1*507:01N.\n\nGenomic sequences\n\nThe following sequences were omitted; A*02:17:02, A*30:89, B*14:03,\nB*15:08:01, B*15:30, B*35:04:01, B*35:43:01, B*39:09:01, B*51:08:01,\nB*58:02:01, C*02:10:01:03,C*07:01:01:05, C*14:02:01:02, E*01:03:04,\nE*01:06, E*01:08N, E*01:09, E*01:10, DQB1*02:02:01:02.\n\nThe displayed sequences of the following alleles have been modified;\nA*68:18N, C*04:09N, DRB1*01:01:01, DRB1*01:03, DRB1*04:07:01,\nDRB1*07:01:01:03, DRB1*10:01:01:02, DRB1*11:02:01, DRB1*11:03:01,\nDRB1*11:01:01:02, DRB1*12:01:01:02, DRB1*12:01:01:03, DRB1*13:01:01:02,\nDRB1*15:02:01:02, DRB1*16:01:01, DRB1*16:02:01:02.\n\nChanges to the hla.dat file\n\nAt the request of our users, deleted alleles have been added to the\nhla.dat file. These are included as an entry with a single ambiguous\nbase 'x' in the nucleotide sequence. The 'DE' line descibes the allele\nand the reason for deletion.",
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                 "message": "Release 3.24.0.1 Update\n\nVersion Report - 3.24.0.1 (2016-05)\n\nThe following changes have been made to release 3.24.0 to correct a\nnumber of protein sequences, a number of minor errors in displaying the\nsequences and to include a number of sequences that were accidently\nomitted.\n\nCDS sequences\n\nThe C*04:09N deletion was incorrectly displayed.\nThe CDS sequences were not changed.\n\nProtein sequences\n\nThe following proteins sequences were incorrectly translated; A*30:78N,\nA*68:11N, C*03:316N, C*04:09N, DRB5*01:08N.\nThe following proteins sequences did not have the stop codon displayed;\nA*01:04N, A*68:18N, DPB1*507:01N.\n\nGenomic sequences\n\nThe following sequences were omitted; A*02:17:02, A*30:89, B*14:03,\nB*15:08:01, B*15:30, B*35:04:01, B*35:43:01, B*39:09:01, B*51:08:01,\nB*58:02:01, C*02:10:01:03,C*07:01:01:05, C*14:02:01:02, E*01:03:04,\nE*01:06, E*01:08N, E*01:09, E*01:10, DQB1*02:02:01:02.\n\nThe displayed sequences of the following alleles have been modified;\nA*68:18N, C*04:09N, DRB1*01:01:01, DRB1*01:03, DRB1*04:07:01,\nDRB1*07:01:01:03, DRB1*10:01:01:02, DRB1*11:02:01, DRB1*11:03:01,\nDRB1*11:01:01:02, DRB1*12:01:01:02, DRB1*12:01:01:03, DRB1*13:01:01:02,\nDRB1*15:02:01:02, DRB1*16:01:01, DRB1*16:02:01:02.\n\nChanges to the hla.dat file\n\nAt the request of our users, deleted alleles have been added to the\nhla.dat file. These are included as an entry with a single ambiguous\nbase 'x' in the nucleotide sequence. The 'DE' line descibes the allele\nand the reason for deletion.",
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                 "message": "Merge pull request #60 from jrob119/3240\n\nRelease 3.24.0 Update",
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                 "message": "Merge pull request #59 from jrob119/3240\n\nRelease 3.24.0 Update",
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-            "input_parameters": null,
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@@ -11331,16 +12169,18 @@
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                 "date_utc": "2016-04-21T14:07:40Z",
                 "message": "Merge pull request #58 from jrob119/3240\n\nUpdate to Release 3.24.0",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/2fc03e93c3e5fb074ec957039252baa3b655147a"
             },
-            "input_parameters": null,
-            "status": null
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                 "message": "Update to Release 3.24.0\n\nThe A*30:89 genomic sequence was erroneously omitted from the release.\nThe alignment of the C*04:09N sequence has been reviewed and updated.\nThe nucleotide and protein sequences have not changed.",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/99fff9d205cc7fb0cf0b02a408ce628989bad7f9"
             },
-            "input_parameters": null,
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                 "date_utc": "2016-04-21T10:21:33Z",
                 "message": "Merge pull request #57 from jrob119/3240\n\nUpdated OID README.md",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/15f5a4a517d3c8720cc61e521e072efdd30f4f23"
             },
-            "input_parameters": null,
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                 "date_utc": "2016-04-21T10:20:50Z",
                 "message": "Updated OID README.md",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/ada3512714bf4053e2210e44b4368c1cabc14f5e"
             },
-            "input_parameters": null,
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@@ -11439,16 +12285,18 @@
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                 "date_utc": "2016-04-21T10:17:27Z",
                 "message": "Merge pull request #56 from jrob119/3240\n\nUpdated 3.24.0 OID Readme",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/dee7fbe962cb97fdb09b4d7e67a49d64b764c228"
             },
-            "input_parameters": null,
-            "status": null
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@@ -11466,16 +12314,18 @@
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                 "date_utc": "2016-04-21T10:17:13Z",
                 "message": "Updated 3.24.0 OID Readme",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/ed7d5ca3c803c270c2f9bf2c203e91a440a28327"
             },
-            "input_parameters": null,
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@@ -11493,16 +12343,18 @@
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                 "date_utc": "2016-04-15T15:35:58Z",
                 "message": "Merge pull request #54 from jrob119/3240\n\nRelease 3.24.0 Update",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/40478a1aa8f6629903e5d2b10ec2f60af03eb3e1"
             },
-            "input_parameters": null,
-            "status": null
+            "execution": {
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@@ -11520,16 +12372,18 @@
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                 "date_utc": "2016-04-15T15:35:32Z",
                 "message": "Release 3.24.0 Update\n\nRemoval of duplicate DRB345 entries from hla.xml file",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/d709ecc8960232754a592b2f442126f8a905e5c9"
             },
-            "input_parameters": null,
-            "status": null
+            "execution": {
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+                "input_parameters": null
+            }
         },
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@@ -11547,16 +12401,18 @@
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                 "sha": "2812ababfb97e4cb43c13f17e40e292560ac633c",
                 "date_utc": "2016-04-15T15:21:54Z",
                 "message": "Merge pull request #53 from jrob119/3240\n\nRelease 3.24.0 Update",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/2812ababfb97e4cb43c13f17e40e292560ac633c"
             },
-            "input_parameters": null,
-            "status": null
+            "execution": {
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+                "status": "NOT_PROCESSED",
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+            }
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@@ -11574,16 +12430,18 @@
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                 "date_utc": "2016-04-15T15:21:37Z",
                 "message": "Release 3.24.0 Update\n\nAmendments to wmda/hla_nom.txt file, the \u2019Deleted Antigen/Allele\nIdentical to\u2019 column for Cw1401\nand DRB112031 was updated",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/059daf7439b541a96ee814460f9764df45a2393b"
             },
-            "input_parameters": null,
-            "status": null
+            "execution": {
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                 "date_utc": "2016-04-14T08:36:01Z",
                 "message": "Merge pull request #52 from jrob119/3240\n\nRelease 3.24.0",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/d9a85b2ea7bf39d20d6a2062d9aa23c7cc4895fc"
             },
-            "input_parameters": null,
-            "status": null
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+                "status": "NOT_PROCESSED",
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@@ -11628,16 +12488,18 @@
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                 "date_utc": "2016-04-14T08:35:17Z",
                 "message": "Release 3.24.0\n\nFiles for Release 3.24.0 of the IPD-IMGT/HLA Database",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/cfb6db3de7f3a7e76d88467271541ff0cc8fbca1"
             },
-            "input_parameters": null,
-            "status": null
+            "execution": {
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+            }
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@@ -11655,16 +12517,18 @@
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                 "date_utc": "2016-04-14T08:32:56Z",
                 "message": "Merge pull request #51 from jrob119/3240\n\nRelease 3.24.0",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/1dd719c70ec1d0eb3ca15abe6c50b7ccf8c2c998"
             },
-            "input_parameters": null,
-            "status": null
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+            }
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@@ -11682,16 +12546,18 @@
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             "commit": {
                 "sha": "2313e0f9e830e72fcba7d4444caabb512060fad1",
                 "date_utc": "2016-04-14T08:31:24Z",
                 "message": "Merge pull request #49 from jrob119/Latest\n\nRelease 3.24.0",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/2313e0f9e830e72fcba7d4444caabb512060fad1"
             },
-            "input_parameters": null,
-            "status": null
+            "execution": {
+                "version": 3240,
+                "status": "NOT_PROCESSED",
+                "date_utc": null,
+                "input_parameters": null
+            }
         },
         {
             "repository": {
@@ -11709,16 +12575,18 @@
                     "limit": -1
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             "commit": {
                 "sha": "1d3608f1e7b32568c150db11b9e30716434e1fb3",
                 "date_utc": "2016-04-13T15:34:48Z",
                 "message": "Release 3.24.0 Update\n\nFiles for Release 3.24.0 of the IPD-IMGT/HLA Database",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/1d3608f1e7b32568c150db11b9e30716434e1fb3"
             },
-            "input_parameters": null,
-            "status": null
+            "execution": {
+                "version": 3240,
+                "status": "NOT_PROCESSED",
+                "date_utc": null,
+                "input_parameters": null
+            }
         },
         {
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@@ -11736,16 +12604,18 @@
                     "limit": -1
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-            "execution_date_utc": null,
             "commit": {
                 "sha": "cdeaf405d3a1c1537e1b9cc0d7ab1dbffb0b653c",
                 "date_utc": "2016-02-22T14:36:39Z",
                 "message": "Merge pull request #48 from jrob119/3230\n\nRelease 3.23.0 Update",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/cdeaf405d3a1c1537e1b9cc0d7ab1dbffb0b653c"
             },
-            "input_parameters": null,
-            "status": null
+            "execution": {
+                "version": 3230,
+                "status": "NOT_PROCESSED",
+                "date_utc": null,
+                "input_parameters": null
+            }
         },
         {
             "repository": {
@@ -11763,16 +12633,18 @@
                     "limit": -1
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-            "execution_date_utc": null,
             "commit": {
                 "sha": "930ed78dd5a00c7190d4f743bbda0ae389a95fae",
                 "date_utc": "2016-02-22T14:29:44Z",
                 "message": "Release 3.23.0 Update\n\nMissing Group IDs added and single allele G Groups i.e. A*24:02:34\nincluded in to file.",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/930ed78dd5a00c7190d4f743bbda0ae389a95fae"
             },
-            "input_parameters": null,
-            "status": null
+            "execution": {
+                "version": 3230,
+                "status": "NOT_PROCESSED",
+                "date_utc": null,
+                "input_parameters": null
+            }
         },
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@@ -11790,16 +12662,18 @@
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             "commit": {
                 "sha": "085cf28c84337e84d3c821fec281f159193501c7",
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@@ -14328,16 +15388,18 @@
                     "limit": -1
                 }
             },
-            "version": 3180,
-            "execution_date_utc": null,
             "commit": {
                 "sha": "e6cc9f3080932f9c77b6b03a7ab2e65ddb50bb3f",
                 "date_utc": "2014-10-07T13:03:28Z",
                 "message": "Release 3.18.0",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/e6cc9f3080932f9c77b6b03a7ab2e65ddb50bb3f"
             },
-            "input_parameters": null,
-            "status": null
+            "execution": {
+                "version": 3180,
+                "status": "NOT_PROCESSED",
+                "date_utc": null,
+                "input_parameters": null
+            }
         },
         {
             "repository": {
@@ -14355,16 +15417,18 @@
                     "limit": -1
                 }
             },
-            "version": 3170,
-            "execution_date_utc": null,
             "commit": {
                 "sha": "3a71348c5399bbcc1c2b28cd4ebaaa287cd5269e",
                 "date_utc": "2014-09-27T21:07:01Z",
                 "message": "Renaming subdirectory",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/3a71348c5399bbcc1c2b28cd4ebaaa287cd5269e"
             },
-            "input_parameters": null,
-            "status": null
+            "execution": {
+                "version": 3170,
+                "status": "NOT_PROCESSED",
+                "date_utc": null,
+                "input_parameters": null
+            }
         },
         {
             "repository": {
@@ -14382,16 +15446,18 @@
                     "limit": -1
                 }
             },
-            "version": 3170,
-            "execution_date_utc": null,
             "commit": {
                 "sha": "3645f26142d7b8481ab0b9848f87822118f04415",
                 "date_utc": "2014-09-27T21:04:43Z",
                 "message": "Added Allele lists to Latest Directory",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/3645f26142d7b8481ab0b9848f87822118f04415"
             },
-            "input_parameters": null,
-            "status": null
+            "execution": {
+                "version": 3170,
+                "status": "NOT_PROCESSED",
+                "date_utc": null,
+                "input_parameters": null
+            }
         },
         {
             "repository": {
@@ -14409,16 +15475,18 @@
                     "limit": -1
                 }
             },
-            "version": 3170,
-            "execution_date_utc": null,
             "commit": {
                 "sha": "cfcebc23178847dbd71fd1154c59a251a2d570b8",
                 "date_utc": "2014-09-27T21:03:12Z",
                 "message": "Merge pull request #8 from jrob119/3170\n\n3170",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/cfcebc23178847dbd71fd1154c59a251a2d570b8"
             },
-            "input_parameters": null,
-            "status": null
+            "execution": {
+                "version": 3170,
+                "status": "NOT_PROCESSED",
+                "date_utc": null,
+                "input_parameters": null
+            }
         },
         {
             "repository": {
@@ -14436,16 +15504,18 @@
                     "limit": -1
                 }
             },
-            "version": 3170,
-            "execution_date_utc": null,
             "commit": {
                 "sha": "4826201263c95aefc29beaeb323f883cf6b4edfb",
                 "date_utc": "2014-09-27T21:02:10Z",
                 "message": "Added XML Files",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/4826201263c95aefc29beaeb323f883cf6b4edfb"
             },
-            "input_parameters": null,
-            "status": null
+            "execution": {
+                "version": 3170,
+                "status": "NOT_PROCESSED",
+                "date_utc": null,
+                "input_parameters": null
+            }
         },
         {
             "repository": {
@@ -14463,16 +15533,18 @@
                     "limit": -1
                 }
             },
-            "version": 3170,
-            "execution_date_utc": null,
             "commit": {
                 "sha": "0022011301eada9040803c924aa45423fd39e89c",
                 "date_utc": "2014-09-27T20:56:36Z",
                 "message": "Adding XML files",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/0022011301eada9040803c924aa45423fd39e89c"
             },
-            "input_parameters": null,
-            "status": null
+            "execution": {
+                "version": 3170,
+                "status": "NOT_PROCESSED",
+                "date_utc": null,
+                "input_parameters": null
+            }
         },
         {
             "repository": {
@@ -14490,16 +15562,18 @@
                     "limit": -1
                 }
             },
-            "version": 3170,
-            "execution_date_utc": null,
             "commit": {
                 "sha": "69ac32a1e30dda03ea96d38178682a986d2b01db",
                 "date_utc": "2014-09-27T20:50:18Z",
                 "message": "Merge pull request #7 from jrob119/3170\n\n3170",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/69ac32a1e30dda03ea96d38178682a986d2b01db"
             },
-            "input_parameters": null,
-            "status": null
+            "execution": {
+                "version": 3170,
+                "status": "NOT_PROCESSED",
+                "date_utc": null,
+                "input_parameters": null
+            }
         },
         {
             "repository": {
@@ -14517,16 +15591,18 @@
                     "limit": -1
                 }
             },
-            "version": 3170,
-            "execution_date_utc": null,
             "commit": {
                 "sha": "340238f97d078fc6b8524deac6366c9ce261b049",
                 "date_utc": "2014-09-27T20:48:52Z",
                 "message": "Merge pull request #6 from jrob119/Latest\n\nRenaming",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/340238f97d078fc6b8524deac6366c9ce261b049"
             },
-            "input_parameters": null,
-            "status": null
+            "execution": {
+                "version": 3170,
+                "status": "NOT_PROCESSED",
+                "date_utc": null,
+                "input_parameters": null
+            }
         },
         {
             "repository": {
@@ -14544,16 +15620,18 @@
                     "limit": -1
                 }
             },
-            "version": 3170,
-            "execution_date_utc": null,
             "commit": {
                 "sha": "8632b0d19389dcac1b3f1089b634396b51ae8530",
                 "date_utc": "2014-09-27T20:47:44Z",
                 "message": "Renaming",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/8632b0d19389dcac1b3f1089b634396b51ae8530"
             },
-            "input_parameters": null,
-            "status": null
+            "execution": {
+                "version": 3170,
+                "status": "NOT_PROCESSED",
+                "date_utc": null,
+                "input_parameters": null
+            }
         },
         {
             "repository": {
@@ -14571,16 +15649,18 @@
                     "limit": -1
                 }
             },
-            "version": 3170,
-            "execution_date_utc": null,
             "commit": {
                 "sha": "9d8f585502fcfe70c5f809ba44856a6f0cd986a2",
                 "date_utc": "2014-09-27T20:33:43Z",
                 "message": "Merge pull request #5 from jrob119/3170\n\nMerge pull request #4 from jrob119/Latest",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/9d8f585502fcfe70c5f809ba44856a6f0cd986a2"
             },
-            "input_parameters": null,
-            "status": null
+            "execution": {
+                "version": 3170,
+                "status": "NOT_PROCESSED",
+                "date_utc": null,
+                "input_parameters": null
+            }
         },
         {
             "repository": {
@@ -14598,16 +15678,18 @@
                     "limit": -1
                 }
             },
-            "version": 3170,
-            "execution_date_utc": null,
             "commit": {
                 "sha": "7c9d9585576bec8fdf41e18d44033d2c8af7a923",
                 "date_utc": "2014-09-27T20:33:03Z",
                 "message": "Removed md5 file",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/7c9d9585576bec8fdf41e18d44033d2c8af7a923"
             },
-            "input_parameters": null,
-            "status": null
+            "execution": {
+                "version": 3170,
+                "status": "NOT_PROCESSED",
+                "date_utc": null,
+                "input_parameters": null
+            }
         },
         {
             "repository": {
@@ -14625,16 +15707,18 @@
                     "limit": -1
                 }
             },
-            "version": 3170,
-            "execution_date_utc": null,
             "commit": {
                 "sha": "a07bcbd18f5f95606b16258241f9d18ba0e65390",
                 "date_utc": "2014-09-27T19:53:05Z",
                 "message": "Merge pull request #4 from jrob119/Latest\n\nMerge pull request #3 from jrob119/3170",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/a07bcbd18f5f95606b16258241f9d18ba0e65390"
             },
-            "input_parameters": null,
-            "status": null
+            "execution": {
+                "version": 3170,
+                "status": "NOT_PROCESSED",
+                "date_utc": null,
+                "input_parameters": null
+            }
         },
         {
             "repository": {
@@ -14652,16 +15736,18 @@
                     "limit": -1
                 }
             },
-            "version": 3170,
-            "execution_date_utc": null,
             "commit": {
                 "sha": "0e31941b14171c16697123ff7b81becbeef1c089",
                 "date_utc": "2014-09-27T19:38:32Z",
                 "message": "Merge pull request #3 from jrob119/3170\n\nMerge pull request #2 from jrob119/Latest",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/0e31941b14171c16697123ff7b81becbeef1c089"
             },
-            "input_parameters": null,
-            "status": null
+            "execution": {
+                "version": 3170,
+                "status": "NOT_PROCESSED",
+                "date_utc": null,
+                "input_parameters": null
+            }
         },
         {
             "repository": {
@@ -14679,16 +15765,18 @@
                     "limit": -1
                 }
             },
-            "version": 3170,
-            "execution_date_utc": null,
             "commit": {
                 "sha": "d9944466594e328cb46f732e5670660fd672a141",
                 "date_utc": "2014-09-27T19:25:48Z",
                 "message": "Merge pull request #2 from jrob119/Latest\n\nRestructuring",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/d9944466594e328cb46f732e5670660fd672a141"
             },
-            "input_parameters": null,
-            "status": null
+            "execution": {
+                "version": 3170,
+                "status": "NOT_PROCESSED",
+                "date_utc": null,
+                "input_parameters": null
+            }
         },
         {
             "repository": {
@@ -14706,16 +15794,18 @@
                     "limit": -1
                 }
             },
-            "version": 3170,
-            "execution_date_utc": null,
             "commit": {
                 "sha": "16da2f90240d536159a20697fb952b4d14846b13",
                 "date_utc": "2014-09-27T19:18:54Z",
                 "message": "Restructuring to subdirectories",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/16da2f90240d536159a20697fb952b4d14846b13"
             },
-            "input_parameters": null,
-            "status": null
+            "execution": {
+                "version": 3170,
+                "status": "NOT_PROCESSED",
+                "date_utc": null,
+                "input_parameters": null
+            }
         },
         {
             "repository": {
@@ -14733,16 +15823,18 @@
                     "limit": -1
                 }
             },
-            "version": 3170,
-            "execution_date_utc": null,
             "commit": {
                 "sha": "6ce547fefafa6b804338c231bcb137b789653fdc",
                 "date_utc": "2014-09-27T19:13:24Z",
                 "message": "Merge pull request #1 from jrob119/3170\n\nInitial Release and Commit",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/6ce547fefafa6b804338c231bcb137b789653fdc"
             },
-            "input_parameters": null,
-            "status": null
+            "execution": {
+                "version": 3170,
+                "status": "NOT_PROCESSED",
+                "date_utc": null,
+                "input_parameters": null
+            }
         },
         {
             "repository": {
@@ -14760,16 +15852,18 @@
                     "limit": -1
                 }
             },
-            "version": 3170,
-            "execution_date_utc": null,
             "commit": {
                 "sha": "af54d281b5f99a75ba06f1026bac7a4086d92f8a",
                 "date_utc": "2014-09-27T19:10:12Z",
                 "message": "Initial Release and Commit",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/af54d281b5f99a75ba06f1026bac7a4086d92f8a"
             },
-            "input_parameters": null,
-            "status": null
+            "execution": {
+                "version": 3170,
+                "status": "NOT_PROCESSED",
+                "date_utc": null,
+                "input_parameters": null
+            }
         }
     ]
 }
\ No newline at end of file
diff --git a/gfe-db/pipeline/config/source-config.json b/gfe-db/pipeline/config/source-config.json
index 381516b2..d144ed06 100644
--- a/gfe-db/pipeline/config/source-config.json
+++ b/gfe-db/pipeline/config/source-config.json
@@ -1,6 +1,6 @@
 {
-    "created_utc": "2023-05-05T03:51:33Z",
-    "updated_utc": "2023-05-05T03:51:33Z",
+    "created_utc": "2023-05-09T21:43:16Z",
+    "updated_utc": "2023-05-09T21:43:16Z",
     "repositories": {
         "ANHIG/IMGTHLA": {
             "owner": "ANHIG",
diff --git a/gfe-db/pipeline/functions/check_source_update/src/app.py b/gfe-db/pipeline/functions/check_source_update/src/app.py
index 99f3f83c..d4729e0c 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/src/app.py
@@ -35,7 +35,6 @@
     cache_pickle
 )
 
-# set up logging
 logger = logging.getLogger()
 logger.setLevel(logging.INFO)
 
@@ -98,7 +97,6 @@ def lambda_handler(event, context):
         logger.info("No new commits found")
         return
 
-    # TODO Build a list of ExecutionStateItems using defaults for execution, repository and adding the commit BOOKMARK (1)
     commits_with_releases = []
     for commit in commits:
         sha = commit["sha"]
@@ -128,7 +126,6 @@ def lambda_handler(event, context):
 
     ### Trigger the build process for each release with the most recent commit for that version ###
     # 1) Mark the most recent commit for each release as PENDING
-    # TODO add input parameters, take into account that they will come from either the default or from user input through event
     input_parameters = source_repo_config.default_input_parameters
     pending_commits = [ 
         update_execution_state_item(commit, status="PENDING", input_parameters=input_parameters) \
@@ -136,7 +133,6 @@ def lambda_handler(event, context):
                 for commit in item.values()
     ]
 
-
     # 2) Mark the older commits for each release as SKIPPED
     skipped_commits = [ update_execution_state_item(commit, "SKIPPED") for commit in commits_with_releases if commit not in pending_commits ]
 
@@ -151,12 +147,6 @@ def lambda_handler(event, context):
             select_fields=execution_state_table_fields) \
                 for item in new_execution_state
         ]
-    # for item in new_execution_state:
-
-    #     # flatten the item and select only the fields in the table
-    #     items.append(flatten_json(
-    #         data=item.dict(),
-    #         select_fields=execution_state_table_fields))
 
     with table.batch_writer() as batch:
         logger.info(f"Loading {len(items)} items to {table_name}")
@@ -164,7 +154,6 @@ def lambda_handler(event, context):
             batch.put_item(Item=item)
 
     # 5) Return pending commits to the state machine for further processing
-    # TODO add input parameters
     execution_payload = [ ExecutionPayloadItem.from_execution_state_item(item).dict() for item in pending_commits ] 
     return execution_payload
 
@@ -172,8 +161,6 @@ def lambda_handler(event, context):
 def get_execution_state(table):
     # Retrieve execution state from table
     items = table.scan()["Items"]
-    # convert Decimal types to int
-    from decimal import Decimal
     items = [{k: int(v) if isinstance(v, Decimal) else v for k, v in item.items()} for item in items]
     items = sorted(items, key=lambda x: x["commit.date_utc"], reverse=True)
 
diff --git a/gfe-db/pipeline/functions/check_source_update/src/utils/types.py b/gfe-db/pipeline/functions/check_source_update/src/utils/types.py
index 1a45ee04..75596333 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/utils/types.py
+++ b/gfe-db/pipeline/functions/check_source_update/src/utils/types.py
@@ -4,12 +4,14 @@
 from pydantic import BaseModel, validator
 import jmespath
 
-# EventBridge Rules trigger UpdateStatus Lambda
-# SKIPPED: never processed 
-# PENDING: state machine execution started
-# IN_PROGRESS: batch build job triggered 
-# SUCCESS: state machine execution succeeded
-# FAILED: state machine execution failed
+# ExecutionState is changed using Step Functions DynamoDB states
+# SKIPPED: never processed (set by CheckSourceUpdate) ✅
+# PENDING: state machine execution started (set by CheckSourceUpdate) ✅
+# IN_PROGRESS: batch build job triggered (set by state machine)
+# SUCCESS: state machine execution succeeded (set by state machine)
+# FAILED: state machine execution failed (set by state machine)
+
+# TODO remove None, default is NOT_PROCESSED
 valid_statuses = ["NOT_PROCESSED", "SKIPPED", "PENDING", "IN_PROGRESS", "SUCCESS", "FAILED", None]
 
 def str_to_datetime(v, fmt="%Y-%m-%dT%H:%M:%SZ"):
@@ -79,7 +81,6 @@ class ExcludedCommitShas(BaseModel):
     description: Optional[str]
     values: list[str]
 
-    # TODO validate that values are hex strings
     @validator('values')
     def _commit_shas_are_hex(cls, v):
         for sha in v:
@@ -114,6 +115,7 @@ class RepositoryConfig(BaseModel):
     def url_is_valid(cls, v):
         return url_is_valid(v)
 
+# TODO add execution_id
 class ExecutionDetailsConfig(BaseModel):
     version: int
     status: str
diff --git a/gfe-db/pipeline/functions/update_execution_state/src/app.py b/gfe-db/pipeline/functions/update_execution_state/src/app.py
index 1b79aace..dedacebe 100644
--- a/gfe-db/pipeline/functions/update_execution_state/src/app.py
+++ b/gfe-db/pipeline/functions/update_execution_state/src/app.py
@@ -1,3 +1,10 @@
+"""
+Lambda with EventBridge event source
+* State Machine events trigger the function (State Change, Success, Failure etc.)
+* This function may need to have access to the names of states in the state machine so it can update the execution status
+  * Map state names to status updates
+"""
+
 import os
 import logging
 import json
diff --git a/gfe-db/pipeline/scripts/source_config/build.py b/gfe-db/pipeline/scripts/source_config/build.py
index 9b6b8da6..0b2ef834 100644
--- a/gfe-db/pipeline/scripts/source_config/build.py
+++ b/gfe-db/pipeline/scripts/source_config/build.py
@@ -42,9 +42,6 @@
 if __name__ == "__main__":
 
     # Paths
-    # TODO arg
-    # output_dir = Path(f"{APP_NAME}/pipeline/config")
-    # get the output_dir from the command line
     output_dir = Path(sys.argv[1])
 
     # Get base source config
diff --git a/gfe-db/pipeline/scripts/source_config/load.py b/gfe-db/pipeline/scripts/source_config/load.py
index d4aa0811..2d8219b7 100644
--- a/gfe-db/pipeline/scripts/source_config/load.py
+++ b/gfe-db/pipeline/scripts/source_config/load.py
@@ -8,6 +8,8 @@
 )
 from pathlib import Path
 import logging
+from datetime import datetime
+utc_now = datetime.utcnow().strftime("%Y-%m-%dT%H:%M:%SZ")
 import json
 import boto3
 from src.utils.types import (
@@ -57,8 +59,10 @@
     #     } for item in execution_state.items
     # ]
 
+    # TODO use selected fields from constants
     # flatten JSON records and filter nulls
     skip_fields = [
+        "execution.input_parameters",
         "repository.description",
         "repository.excluded_commit_shas",
         "repository.target_metadata_config",
@@ -74,4 +78,4 @@
         for item in execution_state_flat:
             batch.put_item(Item=item)
 
-    logger.info(f"Loaded {len(execution_state_flat)} items to {execution_state_table_name}")
\ No newline at end of file
+    logger.info(f"Success")
\ No newline at end of file
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 53522879..e67422de 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -34,7 +34,6 @@ Parameters:
 
 Resources:
 
-  # TODO BOOKMARK redeploy execution state table
   ExecutionStateTable:
     Type: AWS::DynamoDB::Table
     Properties:
diff --git a/notebooks/0.1-process-updated-releases.ipynb b/notebooks/0.1-process-updated-releases.ipynb
index 22f8b2f0..64e9ebff 100644
--- a/notebooks/0.1-process-updated-releases.ipynb
+++ b/notebooks/0.1-process-updated-releases.ipynb
@@ -333,7 +333,7 @@
     "        re.search(release_version_re, allele_list).group(1).replace(\".\", \"\")\n",
     "    )\n",
     "\n",
-    "    # TODO use a dict instead of tuple and append directly to source_config BOOKMARK\n",
+    "    # TODO use a dict instead of tuple and append directly to source_config\n",
     "    release_versions.append((release_version, sha, date))\n",
     "    release_versions_dicts.append({\n",
     "        release_version, \n",
diff --git a/notebooks/track_releases/0.0-track-releases-by-commit.ipynb b/notebooks/track_releases/0.0-track-releases-by-commit.ipynb
index 01930086..4a6bb51c 100644
--- a/notebooks/track_releases/0.0-track-releases-by-commit.ipynb
+++ b/notebooks/track_releases/0.0-track-releases-by-commit.ipynb
@@ -354,7 +354,7 @@
     "        re.search(release_version_re, allele_list).group(1).replace(\".\", \"\")\n",
     "    )\n",
     "\n",
-    "    # TODO use a dict instead of tuple and append directly to source_config BOOKMARK\n",
+    "    # TODO use a dict instead of tuple and append directly to source_config\n",
     "    release_versions.append((release_version, sha, date))\n",
     "    release_versions_dicts.append({\n",
     "        release_version, \n",
diff --git a/notebooks/track_releases/1.0-build-source-config.ipynb b/notebooks/track_releases/1.0-build-source-config.ipynb
index c74d535d..7753ffe8 100644
--- a/notebooks/track_releases/1.0-build-source-config.ipynb
+++ b/notebooks/track_releases/1.0-build-source-config.ipynb
@@ -331,7 +331,7 @@
     }
    ],
    "source": [
-    "# TODO use multithreading to speed up BOOKMARK\n",
+    "# TODO use multithreading to speed up\n",
     "# next we get the release version for each commit\n",
     "release_version_re = r\"# version: IPD-IMGT/HLA (\\d+\\.\\d+\\.\\d+)\"\n",
     "execution_history_items = []\n",

From 08f1306775b3c84d4e3877c0aaa40a3de26c97a4 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Wed, 24 May 2023 16:00:32 -0700
Subject: [PATCH 030/367] integrate CheckSourceUpdate and send releases to SQS
 for processing

---
 Makefile                                      |   9 +
 gfe-db/pipeline/Makefile                      |  15 +-
 .../check_source_update/events/event.json     |   7 +
 .../events/schedule-event.json                |  13 ++
 .../functions/check_source_update/src/app.py  | 211 +++++++++---------
 .../check_source_update/src/requirements.txt  |   3 +-
 .../src/utils/constants.py                    |  39 +++-
 gfe-db/pipeline/functions/environment.json    |   8 +-
 gfe-db/pipeline/template.yaml                 | 148 ++++++++----
 9 files changed, 290 insertions(+), 163 deletions(-)
 create mode 100644 gfe-db/pipeline/functions/check_source_update/events/event.json
 create mode 100644 gfe-db/pipeline/functions/check_source_update/events/schedule-event.json

diff --git a/Makefile b/Makefile
index 9a0367c6..c5db07f5 100644
--- a/Makefile
+++ b/Makefile
@@ -55,9 +55,18 @@ endif
 ifndef AWS_PROFILE
 $(error AWS_PROFILE is not set. Please select an AWS profile to use.)
 endif
+ifndef GITHUB_REPOSITORY_OWNER
+$(error GITHUB_REPOSITORY_OWNER is not set. Please add GITHUB_PERSONAL_ACCESS_TOKEN to the environment variables.)
+endif
+ifndef GITHUB_REPOSITORY_NAME
+$(error GITHUB_REPOSITORY_NAME is not set. Please add GITHUB_PERSONAL_ACCESS_TOKEN to the environment variables.)
+endif
 ifndef GITHUB_PERSONAL_ACCESS_TOKEN
 $(error GITHUB_PERSONAL_ACCESS_TOKEN is not set. Please add GITHUB_PERSONAL_ACCESS_TOKEN to the environment variables.)
 endif
+ifndef CONFIG_S3_PATH
+$(error CONFIG_S3_PATH is not set. Please add GITHUB_PERSONAL_ACCESS_TOKEN to the environment variables.)
+endif
 ifndef HOST_DOMAIN
 $(error HOST_DOMAIN is not set. Please add HOST_DOMAIN to the environment variables.)
 endif
diff --git a/gfe-db/pipeline/Makefile b/gfe-db/pipeline/Makefile
index 40beddbc..26ff810a 100644
--- a/gfe-db/pipeline/Makefile
+++ b/gfe-db/pipeline/Makefile
@@ -30,15 +30,14 @@ service.functions.deploy:
 			AppName="$${APP_NAME}" \
 			ServiceName="${SERVICE}" \
 			ConfigS3Path="$${CONFIG_S3_PATH}" \
-			InvokePipelineFunctionName="$${STAGE}"-"$${APP_NAME}"-"$$(cat functions/environment.json | jq -r '.Functions.InvokePipeline.FunctionConfiguration.FunctionName')" \
-			InvokePipelineFunctionMemorySize="$$(cat functions/environment.json | jq -r '.Functions.InvokePipeline.FunctionConfiguration.MemorySize')" \
-			InvokePipelineFunctionTimeout="$$(cat functions/environment.json | jq -r '.Functions.InvokePipeline.FunctionConfiguration.Timeout')" \
-			InvokePipelineFunctionSchedule="$$(cat functions/environment.json | jq -r '.Functions.InvokePipeline.InvokePipelineFunctionSchedule')" \
-			DataBucketName="$${DATA_BUCKET_NAME}" \
-			ConfigS3Path="$${CONFIG_S3_PATH}" \
+			GithubRepositoryOwner="$$GITHUB_REPOSITORY_OWNER" \
+			GithubRepositoryName="$$GITHUB_REPOSITORY_NAME" \
+			GitHubPersonalAccessToken="$$GITHUB_PERSONAL_ACCESS_TOKEN" \
+			CheckSourceUpdateFunctionName="$${STAGE}"-"$${APP_NAME}"-"$$(cat functions/environment.json | jq -r '.Functions.CheckSourceUpdate.FunctionConfiguration.FunctionName')" \
+			CheckSourceUpdateFunctionMemorySize="$$(cat functions/environment.json | jq -r '.Functions.CheckSourceUpdate.FunctionConfiguration.MemorySize')" \
+			CheckSourceUpdateFunctionTimeout="$$(cat functions/environment.json | jq -r '.Functions.CheckSourceUpdate.FunctionConfiguration.Timeout')" \
+			CheckSourceUpdateFunctionSchedule="$$(cat functions/environment.json | jq -r '.Functions.CheckSourceUpdate.CheckSourceUpdateFunctionSchedule')" \
 			InvokeLoadScriptFunctionName="$${STAGE}"-"$${APP_NAME}"-"$$(cat functions/environment.json | jq -r '.Functions.InvokeLoadScript.FunctionConfiguration.FunctionName')" \
-			Stage="$${STAGE}" \
-			AppName="$${APP_NAME}" \
 			ECRBaseUri="${ECR_BASE_URI}" \
 			BuildServiceRepositoryName="${BUILD_REPOSITORY}" \
 			2>&1 | tee -a $$CFN_LOG_PATH || true
diff --git a/gfe-db/pipeline/functions/check_source_update/events/event.json b/gfe-db/pipeline/functions/check_source_update/events/event.json
new file mode 100644
index 00000000..8b38c38a
--- /dev/null
+++ b/gfe-db/pipeline/functions/check_source_update/events/event.json
@@ -0,0 +1,7 @@
+{
+  "align": "False",
+  "kir": "False",
+  "mem_profile": "False",
+  "limit": "",
+  "releases": 3470
+}
diff --git a/gfe-db/pipeline/functions/check_source_update/events/schedule-event.json b/gfe-db/pipeline/functions/check_source_update/events/schedule-event.json
new file mode 100644
index 00000000..f934519e
--- /dev/null
+++ b/gfe-db/pipeline/functions/check_source_update/events/schedule-event.json
@@ -0,0 +1,13 @@
+{
+  "version": "0",
+  "id": "7df1ca36-636f-8c8d-1c81-a086a8943121",
+  "detail-type": "Scheduled Event",
+  "source": "aws.events",
+  "account": "<AWS Account ID>",
+  "time": "2022-02-01T12:00:00Z",
+  "region": "us-east-1",
+  "resources": [
+    "arn:aws:events:us-east-1:<AWS Account ID>:rule/dev-gfe-db-pipeline-trigger-TriggerFunctionTrigger-1CY4K6DEN9QT5"
+  ],
+  "detail": {}
+}
diff --git a/gfe-db/pipeline/functions/check_source_update/src/app.py b/gfe-db/pipeline/functions/check_source_update/src/app.py
index d4729e0c..383cc3bc 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/src/app.py
@@ -10,8 +10,12 @@
 import json
 import boto3
 from utils.constants import (
+    dynamodb,
     GITHUB_REPOSITORY_OWNER,
     GITHUB_REPOSITORY_NAME,
+    table_name,
+    data_bucket_name,
+    gfedb_processing_queue_url,
     execution_state_table_fields
 )
 from utils.types import (
@@ -28,136 +32,125 @@
     restore_nested_json, 
     list_commits, 
     get_release_version_for_commit,
-    flatten_json_records,
     flatten_json,
-
-    cache_json,
-    cache_pickle
 )
 
 logger = logging.getLogger()
 logger.setLevel(logging.INFO)
 
 # Environment
-AWS_REGION = os.environ["AWS_REGION"]
 APP_NAME = os.environ["APP_NAME"]
 STAGE = os.environ["STAGE"]
 PIPELINE_SOURCE_CONFIG_S3_PATH = os.environ["PIPELINE_SOURCE_CONFIG_S3_PATH"]
-GITHUB_REPOSITORY_OWNER = os.environ["GITHUB_REPOSITORY_OWNER"]
-GITHUB_REPOSITORY_NAME = os.environ["GITHUB_REPOSITORY_NAME"]
-
-# AWS clients
-session = boto3.Session(region_name=AWS_REGION)
-ssm = session.client("ssm")
-dynamodb = session.resource("dynamodb", region_name=AWS_REGION)
-
-# Get SSM Parameters
-table_name = ssm.get_parameter(
-    Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/ExecutionStateTableName'
-)["Parameter"]["Value"]
-
-state_machine_arn = ssm.get_parameter(
-    Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/UpdatePipelineArn'
-)["Parameter"]["Value"]
-
-data_bucket_name = ssm.get_parameter(
-    Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/DataBucketName'
-)["Parameter"]["Value"]
 
+logger.info(f"Fetching source config from {data_bucket_name}/{PIPELINE_SOURCE_CONFIG_S3_PATH}")
 # Get data source configuration
 source_repo_config = (
     read_source_config(data_bucket_name, PIPELINE_SOURCE_CONFIG_S3_PATH)
     .repositories[f"{GITHUB_REPOSITORY_OWNER}/{GITHUB_REPOSITORY_NAME}"]
 )
 
+queue = boto3.resource("sqs")
+queue = queue.Queue(gfedb_processing_queue_url)
 
 def lambda_handler(event, context):
-    logger.info(json.dumps(event))
-
-    # Get items from state table
-    table = dynamodb.Table(table_name)
-
-    execution_state = get_execution_state(table)
-
-    # # ⬇ TESTING uncomment before deploying ⬇
-    # test_items_to_delete = execution_state[:5]
-
-    # # # delete from table using commit.sha
-    # # # ValidationError
-    # # for item in test_items_to_delete:
-    # #     # table.delete_item(Key={"commit.sha": item.commit.sha})
-
-    # del execution_state[:5]
-    # # ⬆ TESTING uncomment before deploying ⬆
-
-    # Get the most recent commits from github since the most recent commit date retrieved from DynamoDB
-    commits = get_most_recent_commits(execution_state)
-
-    if not commits:
-        logger.info("No new commits found")
-        return
-
-    commits_with_releases = []
-    for commit in commits:
-        sha = commit["sha"]
-        for asset_config in source_repo_config.target_metadata_config.items:
-            try:
-                release_version = get_release_version_for_commit(commit, **asset_config.dict())
-                execution_detail = ExecutionDetailsConfig(**{"version": release_version, "status": "NOT_PROCESSED"})
-                repository_config = RepositoryConfig(**{
-                    "owner": GITHUB_REPOSITORY_OWNER, 
-                    "name": GITHUB_REPOSITORY_NAME,
-                    "url": f"https://github.com/{GITHUB_REPOSITORY_OWNER}/{GITHUB_REPOSITORY_NAME}",
-                    "default_input_parameters": source_repo_config.default_input_parameters,
-
-                })
-                commit = Commit.from_response_json(commit)
-                execution_state_item = ExecutionStateItem(
-                    updated_utc=utc_now,
-                    execution=execution_detail,
-                    repository=repository_config,
-                    commit=commit
-                )
-                commits_with_releases.append(execution_state_item)
-                # break the loop if successful
-                break
-            except Exception as e:
-                logger.info(f"Error getting release version for commit {sha}: {e}")
-
-    ### Trigger the build process for each release with the most recent commit for that version ###
-    # 1) Mark the most recent commit for each release as PENDING
-    input_parameters = source_repo_config.default_input_parameters
-    pending_commits = [ 
-        update_execution_state_item(commit, status="PENDING", input_parameters=input_parameters) \
-            for item in select_most_recent_commit_for_release(commits_with_releases) \
-                for commit in item.values()
-    ]
-
-    # 2) Mark the older commits for each release as SKIPPED
-    skipped_commits = [ update_execution_state_item(commit, "SKIPPED") for commit in commits_with_releases if commit not in pending_commits ]
-
-    # 3) Update the state table with the new commits, order by commit.date_utc descending
-    new_execution_state = pending_commits + skipped_commits
-    new_execution_state = sorted(new_execution_state, key=lambda x: x.commit.date_utc, reverse=False)
-
-    # 4) Flatten and load the processed records to the state table
-    items = [ 
-        flatten_json(
-            data=item.dict(),
-            select_fields=execution_state_table_fields) \
-                for item in new_execution_state
+    # logger.info(json.dumps(event))
+
+    try:
+        # Get items from state table
+        logger.info(f"Fetching execution state from {table_name}")
+        table = dynamodb.Table(table_name)
+        execution_state = get_execution_state(table)
+
+        # Get the most recent commits from github since the most recent commit date retrieved from DynamoDB
+        commits = get_most_recent_commits(execution_state)
+        logger.info(f"Found {len(commits)} commit(s) not yet processed\n{json.dumps([commit['sha'] for commit in commits], indent=2)}")
+
+        if not commits:
+            logger.info("No new commits found")
+            return
+
+        logger.info(f"Getting release versions")
+        commits_with_releases = []
+        for commit in commits:
+            sha = commit["sha"]
+            for asset_config in source_repo_config.target_metadata_config.items:
+                try:
+                    release_version = get_release_version_for_commit(commit, **asset_config.dict())
+                    logger.info(f"Found release version {release_version} for commit {sha}")
+                    execution_detail = ExecutionDetailsConfig(**{"version": release_version, "status": "NOT_PROCESSED"})
+                    repository_config = RepositoryConfig(**{
+                        "owner": GITHUB_REPOSITORY_OWNER, 
+                        "name": GITHUB_REPOSITORY_NAME,
+                        "url": f"https://github.com/{GITHUB_REPOSITORY_OWNER}/{GITHUB_REPOSITORY_NAME}",
+                        "default_input_parameters": source_repo_config.default_input_parameters,
+                    })
+                    execution_state_item = ExecutionStateItem(
+                        updated_utc=utc_now,
+                        execution=execution_detail,
+                        repository=repository_config,
+                        commit=Commit.from_response_json(commit)
+                    )
+                    commits_with_releases.append(execution_state_item)
+                    # break the loop if successful
+                    break
+                except Exception as e:
+                    logger.info(f"Error getting release version for commit {sha}: {e}")
+
+        ### Trigger the build process for each release with the most recent commit for that version ###
+        logger.info("Updating execution state")
+        # 1) Mark the most recent commit for each release as PENDING
+        input_parameters = source_repo_config.default_input_parameters
+        pending_commits = [ 
+            update_execution_state_item(commit, status="PENDING", input_parameters=input_parameters) \
+                for item in select_most_recent_commit_for_release(commits_with_releases) \
+                    for commit in item.values()
         ]
 
-    with table.batch_writer() as batch:
-        logger.info(f"Loading {len(items)} items to {table_name}")
-        for item in items:
-            batch.put_item(Item=item)
-
-    # 5) Return pending commits to the state machine for further processing
-    execution_payload = [ ExecutionPayloadItem.from_execution_state_item(item).dict() for item in pending_commits ] 
-    return execution_payload
+        # 2) Mark the older commits for each release as SKIPPED
+        skipped_commits = [ update_execution_state_item(commit, "SKIPPED") for commit in commits_with_releases if commit not in pending_commits ]
+
+        # 3) Update the state table with the new commits, order by commit.date_utc descending
+        new_execution_state = pending_commits + skipped_commits
+        new_execution_state = sorted(new_execution_state, key=lambda x: x.commit.date_utc, reverse=False)
+
+        # 4) Flatten and load the processed records to the state table
+        items = [ 
+            flatten_json(
+                data=item.dict(),
+                select_fields=execution_state_table_fields) \
+                    for item in new_execution_state
+            ]
+
+        with table.batch_writer() as batch:
+            logger.info(f"Loading {len(items)} items to {table_name}")
+            for item in items:
+                batch.put_item(Item=item)
+
+        logger.info(f"{len(items)} items loaded to {table_name}")   
+
+        # 5) Return pending commits to the state machine for further processing
+        execution_payload = [ ExecutionPayloadItem.from_execution_state_item(item).dict() for item in pending_commits ] 
+        for item in execution_payload:
+            queue.send_message(MessageBody=json.dumps(item))
+
+        return {
+            "statusCode": 200,
+            "body": json.dumps({
+                "message": f'Processed {len(execution_payload)} releases\n{json.dumps(execution_payload, indent=4)}'
+            }),
+        }
+    except Exception as e:
+        import traceback
+        logger.error(f'{e}\n{traceback.format_exc()}\n{json.dumps(event)}')
+        return {
+            "statusCode": 500,
+            "body": json.dumps({
+                "message": f'Error processing releases: {e}'
+            }),
+        }
 
-@cache_pickle
+# @cache_pickle
 def get_execution_state(table):
     # Retrieve execution state from table
     items = table.scan()["Items"]
@@ -167,7 +160,7 @@ def get_execution_state(table):
     # TODO Deserialize and repack the items
     return [ ExecutionStateItem(**restore_nested_json(item)) for item in items ]
 
-@cache_json
+# @cache_json
 def get_most_recent_commits(execution_state):
     # 1) Get the most recent commit date from DynamoDB using max(), add one second to it so the same commit is not returned
     last_commit_date = max([ str_to_datetime(item.commit.date_utc) for item in execution_state ])
diff --git a/gfe-db/pipeline/functions/check_source_update/src/requirements.txt b/gfe-db/pipeline/functions/check_source_update/src/requirements.txt
index 07b7357e..ab2fcc76 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/requirements.txt
+++ b/gfe-db/pipeline/functions/check_source_update/src/requirements.txt
@@ -1,3 +1,4 @@
 python-dotenv
 pydantic
-requests
\ No newline at end of file
+requests
+urllib3<2
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/check_source_update/src/utils/constants.py b/gfe-db/pipeline/functions/check_source_update/src/utils/constants.py
index 8106dd1e..d845a085 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/utils/constants.py
+++ b/gfe-db/pipeline/functions/check_source_update/src/utils/constants.py
@@ -1,5 +1,7 @@
 import os
 import logging
+import json
+import boto3
 
 # Logging
 logger = logging.getLogger(__name__)
@@ -7,9 +9,40 @@
 
 # Environment variables
 AWS_REGION = os.environ["AWS_REGION"] 
-GITHUB_PERSONAL_ACCESS_TOKEN = os.environ["GITHUB_PERSONAL_ACCESS_TOKEN"]
-GITHUB_REPOSITORY_OWNER = os.environ["GITHUB_REPOSITORY_OWNER"]
-GITHUB_REPOSITORY_NAME = os.environ["GITHUB_REPOSITORY_NAME"]
+
+# AWS clients
+session = boto3.Session(region_name=AWS_REGION)
+ssm = session.client("ssm")
+dynamodb = session.resource("dynamodb", region_name=AWS_REGION)
+sqs = session.client("sqs", region_name=AWS_REGION)
+secretsmanager = session.client("secretsmanager", region_name=AWS_REGION)
+
+GITHUB_PERSONAL_ACCESS_TOKEN = secretsmanager.get_secret_value(
+    SecretId=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/GitHubPersonalAccessToken'
+)["SecretString"]
+
+# Get SSM Parameters
+github_source_repository = json.loads(ssm.get_parameter(
+    Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/GithubSourceRepository'
+)["Parameter"]["Value"])
+GITHUB_REPOSITORY_OWNER = github_source_repository["owner"]
+GITHUB_REPOSITORY_NAME = github_source_repository["name"]
+
+table_name = ssm.get_parameter(
+    Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/ExecutionStateTableName'
+)["Parameter"]["Value"]
+
+# state_machine_arn = ssm.get_parameter(
+#     Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/UpdatePipelineArn'
+# )["Parameter"]["Value"]
+
+data_bucket_name = ssm.get_parameter(
+    Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/DataBucketName'
+)["Parameter"]["Value"]
+
+gfedb_processing_queue_url = ssm.get_parameter(
+    Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/GfeDbProcessingQueueUrl'
+)["Parameter"]["Value"]
 
 # list of fields to be used in the execution state table
 execution_state_table_fields = [
diff --git a/gfe-db/pipeline/functions/environment.json b/gfe-db/pipeline/functions/environment.json
index f13ec396..bfb74740 100644
--- a/gfe-db/pipeline/functions/environment.json
+++ b/gfe-db/pipeline/functions/environment.json
@@ -1,10 +1,10 @@
 {
     "Functions": {
-        "InvokePipeline": {
-            "InvokePipelineFunctionSchedule": "cron(0\\ 12\\ *\\ *\\ ?\\ *)",
+        "CheckSourceUpdate": {
+            "CheckSourceUpdateFunctionSchedule": "cron(0\\ 12\\ *\\ *\\ ?\\ *)",
             "FunctionConfiguration": {
-                "FunctionName": "invoke-pipeline",
-                "Timeout": 60,
+                "FunctionName": "check-source-update",
+                "Timeout": 300,
                 "MemorySize": 256
             }
         },
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index e67422de..a6f5ef64 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -12,18 +12,25 @@ Parameters:
   ServiceName:
     Type: String
     Description: Service name
+  GithubRepositoryOwner:
+    Type: String
+  GithubRepositoryName:
+    Type: String
+  GitHubPersonalAccessToken:
+    Type: String
+    NoEcho: true
   ConfigS3Path:
     Type: String
     Description: S3 path to config file
-  InvokePipelineFunctionName:
+  CheckSourceUpdateFunctionName:
     Type: String
-  InvokePipelineFunctionMemorySize:
+  CheckSourceUpdateFunctionMemorySize:
     Type: Number
     MinValue: 128
     MaxValue: 512
-  InvokePipelineFunctionTimeout:
+  CheckSourceUpdateFunctionTimeout:
     Type: Number
-  InvokePipelineFunctionSchedule:
+  CheckSourceUpdateFunctionSchedule:
     Type: String
   InvokeLoadScriptFunctionName:
     Type: String
@@ -34,6 +41,26 @@ Parameters:
 
 Resources:
 
+  GitHubPersonalAccessTokenSecret:
+    Type: AWS::SecretsManager::Secret
+    Properties:
+      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/GitHubPersonalAccessToken"
+      Description: GitHub Personal Access Token for repository access
+      SecretString: !Ref GitHubPersonalAccessToken
+      Tags:
+        - Key: Stage
+          Value: !Ref Stage
+        - Key: AppName 
+          Value: !Ref AppName
+  
+  GitHubSourceRepositoryParameter:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/GithubSourceRepository"
+      Type: String
+      Description: GitHub Personal Access Token for repository access
+      Value: !Sub '{"owner":"${GithubRepositoryOwner}", "name":"${GithubRepositoryName}"}'
+
   ExecutionStateTable:
     Type: AWS::DynamoDB::Table
     Properties:
@@ -342,65 +369,110 @@ Resources:
       Description: "Name of gfe-db build service repository"
       Value: !Ref BuildServiceRepositoryName
 
-  InvokePipelineFunction:
+  GfeDbProcessingQueue:
+    Type: AWS::SQS::Queue
+    Properties:
+      VisibilityTimeout: 300
+      MessageRetentionPeriod: 43200
+      ReceiveMessageWaitTimeSeconds: 20
+      RedrivePolicy:
+        deadLetterTargetArn: !GetAtt GfeDbProcessingDeadLetterQueue.Arn
+        maxReceiveCount: 3
+
+  GfeDbProcessingQueueUrlParameter:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Type: String
+      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/GfeDbProcessingQueueUrl'
+      Description: "URL of gfe-db processing queue"
+      Value: !GetAtt GfeDbProcessingQueue.QueueUrl
+
+  GfeDbProcessingDeadLetterQueue:
+    Type: AWS::SQS::Queue
+    Properties:
+      VisibilityTimeout: 300
+      MessageRetentionPeriod: 43200
+      ReceiveMessageWaitTimeSeconds: 20
+
+  CheckSourceUpdateFunction:
     Type: AWS::Serverless::Function
     Properties:
-      FunctionName: !Ref InvokePipelineFunctionName
+      FunctionName: !Ref CheckSourceUpdateFunctionName
       Description: !Sub '${AppName} update pipeline trigger: checks for new IMGT/HLA releases and starts the loading process'
-      CodeUri: functions/invoke_pipeline/src/
+      CodeUri: functions/check_source_update/src/
       Handler: app.lambda_handler
       Runtime: python3.9
-      MemorySize: !Ref InvokePipelineFunctionMemorySize
-      Timeout: !Ref InvokePipelineFunctionTimeout
+      MemorySize: !Ref CheckSourceUpdateFunctionMemorySize
+      Timeout: !Ref CheckSourceUpdateFunctionTimeout
       Architectures:
         - x86_64
       Environment:
         Variables:
-          GITHUB_PERSONAL_ACCESS_TOKEN: !Sub '{{resolve:secretsmanager:${AppName}-${Stage}-GitHubPersonalAccessToken:SecretString:personal_access_token:AWSCURRENT}}'
-          DATA_BUCKET_NAME: !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}'
-          PIPELINE_CONFIG_S3_PATH: !Sub '${ConfigS3Path}/${ServiceName}/source-config.json'
-          UPDATE_PIPELINE_STATE_MACHINE_ARN: !GetAtt UpdatePipelineStateMachine.Arn
+          APP_NAME: !Ref AppName
+          STAGE: !Ref Stage
+          PIPELINE_SOURCE_CONFIG_S3_PATH: !Sub '${ConfigS3Path}/${ServiceName}/source-config.json'
       Events:
         Trigger:
           Type: Schedule
           Properties:
-            Schedule: !Ref InvokePipelineFunctionSchedule
+            Schedule: !Ref CheckSourceUpdateFunctionSchedule
       Policies:
         - AWSLambdaBasicExecutionRole
         - Version: "2012-10-17"
           Statement:
-            - Sid: "AllowS3Access"
+            - Sid: "AllowSecretsManagerAccess"
+              Effect: "Allow"
+              Action:
+                - "secretsmanager:GetSecretValue"
+              Resource: !Ref GitHubPersonalAccessTokenSecret
+        - Version: "2012-10-17"
+          Statement:
+            - Sid: "AllowSSMParameterStoreAccess"
+              Effect: "Allow"
+              Action:
+                - "ssm:GetParameters"
+                - "ssm:GetParameter"
+              Resource: "*"
+        - Version: "2012-10-17"
+          Statement:
+            - Sid: "AllowSQSAccess"
               Effect: "Allow"
               Action:
+                - "sqs:SendMessage"
+                - "sqs:GetQueueUrl"
+                - "sqs:GetQueueAttributes"
+                - "sqs:SendMessageBatch"
+              Resource: "*" # TODO: restrict to the queue
+        - Version: "2012-10-17"
+          Statement:
+            - Sid: "AllowS3Access"
+              Effect: "Allow"
+              Action: 
                 - "s3:GetObject"
-                - "s3:PutObject"
                 - "s3:ListBucket"
+                - "s3:GetBucketLocation"
+                - "s3:GetObjectVersion"
               Resource:
                 - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}'
                 - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}/*'
-            - Sid: "AllowSFNStartExecution"
-              Effect: "Allow"
-              Action:
-                - "states:StartExecution"
-              Resource: !GetAtt UpdatePipelineStateMachine.Arn
 
-  InvokePipelineFunctionAlarm:
-    Type: AWS::CloudWatch::Alarm
-    Properties:
-      AlarmDescription: !Sub 'Alarm for ${InvokePipelineFunction} function errors'
-      ActionsEnabled: true
-      AlarmActions:
-        - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn}}'
-      MetricName: Errors
-      Namespace: AWS/Lambda
-      Statistic: Sum
-      Period: 86400
-      EvaluationPeriods: 1
-      Threshold: 1
-      ComparisonOperator: GreaterThanOrEqualToThreshold
-      Dimensions:
-        - Name: FunctionName
-          Value: !Ref InvokePipelineFunctionName
+  # CheckSourceUpdateFunctionAlarm:
+  #   Type: AWS::CloudWatch::Alarm
+  #   Properties:
+  #     AlarmDescription: !Sub 'Alarm for ${CheckSourceUpdateFunction} function errors'
+  #     ActionsEnabled: true
+  #     AlarmActions:
+  #       - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn}}'
+  #     MetricName: Errors
+  #     Namespace: AWS/Lambda
+  #     Statistic: Sum
+  #     Period: 86400
+  #     EvaluationPeriods: 1
+  #     Threshold: 1
+  #     ComparisonOperator: GreaterThanOrEqualToThreshold
+  #     Dimensions:
+  #       - Name: FunctionName
+  #         Value: !Ref CheckSourceUpdateFunctionName
 
   InvokeLoadScriptFunction:
     Type: AWS::Serverless::Function

From bc5b08330a60703b2af0f41b24034f1dfb5bddb8 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Wed, 24 May 2023 16:00:47 -0700
Subject: [PATCH 031/367] remove InvokePipeline and cleanup

---
 gfe-db/infrastructure/Makefile                |   1 -
 gfe-db/infrastructure/template.yaml           |  17 +-
 .../invoke_pipeline/events/event.json         |   7 -
 .../events/schedule-event.json                |  13 -
 .../functions/invoke_pipeline/src/__init__.py |   0
 .../functions/invoke_pipeline/src/app.py      | 283 ------------------
 .../invoke_pipeline/src/requirements.txt      |   2 -
 7 files changed, 1 insertion(+), 322 deletions(-)
 delete mode 100644 gfe-db/pipeline/functions/invoke_pipeline/events/event.json
 delete mode 100644 gfe-db/pipeline/functions/invoke_pipeline/events/schedule-event.json
 delete mode 100644 gfe-db/pipeline/functions/invoke_pipeline/src/__init__.py
 delete mode 100644 gfe-db/pipeline/functions/invoke_pipeline/src/app.py
 delete mode 100644 gfe-db/pipeline/functions/invoke_pipeline/src/requirements.txt

diff --git a/gfe-db/infrastructure/Makefile b/gfe-db/infrastructure/Makefile
index 82c2689e..0d31cc3d 100644
--- a/gfe-db/infrastructure/Makefile
+++ b/gfe-db/infrastructure/Makefile
@@ -20,7 +20,6 @@ service.deploy:
 			Stage="$${STAGE}" \
 			AppName="$${APP_NAME}" \
 			DataBucketName="$$DATA_BUCKET_NAME" \
-			GitHubPersonalAccessToken="$$GITHUB_PERSONAL_ACCESS_TOKEN" \
 			HostedZoneId="$${HOSTED_ZONE_ID}" 2>&1 | tee -a $${CFN_LOG_PATH} || true
 
 service.monitoring.create-subscriptions:
diff --git a/gfe-db/infrastructure/template.yaml b/gfe-db/infrastructure/template.yaml
index 25b38609..7b1cc6e4 100644
--- a/gfe-db/infrastructure/template.yaml
+++ b/gfe-db/infrastructure/template.yaml
@@ -9,9 +9,6 @@ Parameters:
     Type: String
   DataBucketName:
     Type: String
-  GitHubPersonalAccessToken:
-    Type: String
-    NoEcho: true
     
 Mappings:
   # AvailabilityZoneMap defines availability zones where an m5d.xlarge instance is available (used for Neo4j server).
@@ -121,23 +118,11 @@ Resources:
   DataBucketRegionalDomainNameParameter:
     Type: AWS::SSM::Parameter
     Properties:
-      Type: String
       Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/DataBucketRegionalDomainName'
+      Type: String
       Description: "S3 Bucket Regional Domain name for application bucket"
       Value: !GetAtt DataBucket.RegionalDomainName
   
-  GitHubPersonalAccessTokenSecret:
-    Type: AWS::SecretsManager::Secret
-    Properties:
-      Name: !Sub "${AppName}-${Stage}-GitHubPersonalAccessToken"
-      Description: GitHub Personal Access Token for repository access
-      SecretString: !Sub '{"personal_access_token":"${GitHubPersonalAccessToken}"}'
-      Tags:
-        - Key: Stage
-          Value: !Ref Stage
-        - Key: AppName 
-          Value: !Ref AppName
-
   Neo4jDatabaseElasticIp:
     Type: AWS::EC2::EIP
     Properties:
diff --git a/gfe-db/pipeline/functions/invoke_pipeline/events/event.json b/gfe-db/pipeline/functions/invoke_pipeline/events/event.json
deleted file mode 100644
index 8b38c38a..00000000
--- a/gfe-db/pipeline/functions/invoke_pipeline/events/event.json
+++ /dev/null
@@ -1,7 +0,0 @@
-{
-  "align": "False",
-  "kir": "False",
-  "mem_profile": "False",
-  "limit": "",
-  "releases": 3470
-}
diff --git a/gfe-db/pipeline/functions/invoke_pipeline/events/schedule-event.json b/gfe-db/pipeline/functions/invoke_pipeline/events/schedule-event.json
deleted file mode 100644
index f934519e..00000000
--- a/gfe-db/pipeline/functions/invoke_pipeline/events/schedule-event.json
+++ /dev/null
@@ -1,13 +0,0 @@
-{
-  "version": "0",
-  "id": "7df1ca36-636f-8c8d-1c81-a086a8943121",
-  "detail-type": "Scheduled Event",
-  "source": "aws.events",
-  "account": "<AWS Account ID>",
-  "time": "2022-02-01T12:00:00Z",
-  "region": "us-east-1",
-  "resources": [
-    "arn:aws:events:us-east-1:<AWS Account ID>:rule/dev-gfe-db-pipeline-trigger-TriggerFunctionTrigger-1CY4K6DEN9QT5"
-  ],
-  "detail": {}
-}
diff --git a/gfe-db/pipeline/functions/invoke_pipeline/src/__init__.py b/gfe-db/pipeline/functions/invoke_pipeline/src/__init__.py
deleted file mode 100644
index e69de29b..00000000
diff --git a/gfe-db/pipeline/functions/invoke_pipeline/src/app.py b/gfe-db/pipeline/functions/invoke_pipeline/src/app.py
deleted file mode 100644
index 83545fec..00000000
--- a/gfe-db/pipeline/functions/invoke_pipeline/src/app.py
+++ /dev/null
@@ -1,283 +0,0 @@
-import os
-import logging
-import datetime
-import copy
-import json
-import re
-import requests
-import numpy as np
-import boto3
-
-logger = logging.getLogger()
-logger.setLevel(logging.INFO)
-
-# TODO: Add database state to JSON that contains all loaded releases
-# TODO: make sure that state is being properly updated after each run
-
-GITHUB_PERSONAL_ACCESS_TOKEN = os.environ["GITHUB_PERSONAL_ACCESS_TOKEN"]
-GITHUB_REPOSITORY_OWNER = os.environ["GITHUB_REPOSITORY_OWNER"]
-GITHUB_REPOSITORY_NAME = os.environ["GITHUB_REPOSITORY_NAME"]
-DATA_BUCKET_NAME = os.environ["DATA_BUCKET_NAME"]
-# TODO: add to Makefile
-PIPELINE_STATE_PATH = os.environ["PIPELINE_STATE_PATH"]
-PIPELINE_PARAMS_PATH = os.environ["PIPELINE_PARAMS_PATH"]
-UPDATE_PIPELINE_STATE_MACHINE_ARN = os.environ["UPDATE_PIPELINE_STATE_MACHINE_ARN"]
-
-branches_state_path = f"s3://{DATA_BUCKET_NAME}/{PIPELINE_STATE_PATH}"
-pipeline_params_path = f"s3://{DATA_BUCKET_NAME}/{PIPELINE_PARAMS_PATH}"
-
-s3 = boto3.client('s3')
-sfn = boto3.client('stepfunctions')
-
-def lambda_handler(event, context):
-    """Checks for new IMGT/HLA releases and triggers the update
-    pipeline if any are found"""
-
-    logger.info(json.dumps(event))
-
-    if "releases" in event:
-        logging.info(f'Reading parameters from event')
-        new_releases, params = parse_event(event)
-    else:
-        # Load the previous repository state
-        logging.info(f'Reading parameters from file')
-        new_releases, params = parse_state(branches_state_path, pipeline_params_path)
-    
-    if new_releases:
-        state_machine_input = []
-
-        for release in new_releases:
-            params_input = copy.deepcopy(params)
-            params_input["releases"] = release
-            params_input = {k.upper():v for k,v in params_input.items()}
-            logger.info(f'Running pipeline with these parameters:\n{json.dumps(params_input)}')            
-            state_machine_input.append(params_input)
-
-        # TODO: include release number in execution identifier
-        response = sfn.start_execution(
-            stateMachineArn=UPDATE_PIPELINE_STATE_MACHINE_ARN,
-            input=json.dumps(state_machine_input))
-
-        # Update the config file
-        write_config(branches_state_path)
-
-        return {
-            # TODO: add timestamp
-            "status": response['ResponseMetadata']['HTTPStatusCode'],
-            "message": "Pipeline triggered",
-            "input": state_machine_input
-        }
-
-    else:
-        # Update the config file
-        write_config(branches_state_path)
-        
-        return {
-            "status": 200,
-            "message": "No new releases found"
-        }
-
-
-# Needed to serialize datetime objects in JSON responses
-class DatetimeEncoder(json.JSONEncoder):
-    """
-    Helps convert datetime objects to pure strings in AWS service API responses. Does not
-    convert timezone information.
-
-    Extend `json.JSONEncoder`. 
-    """
-
-    def default(self, obj):
-        try:
-            return super().default(obj)
-        except TypeError:
-            return str(obj)
-
-
-def get_branches(owner, repo):
-    """Return a list of GitHub branches for the specified repository"""
-
-    base_url = 'https://api.github.com'
-
-    # Endpoint
-    endpoint = f'/repos/{owner}/{repo}/branches?per_page=100'
-
-    url = base_url + endpoint
-
-    # Headers
-    headers = {
-        'Authorization': f'token {GITHUB_PERSONAL_ACCESS_TOKEN}', 
-        'Content-Type': 'application/json',
-        'Accept': 'application/vnd.github.v3+json'
-    }
-    
-    response = requests.get(url)
-    branches = json.loads(response.content)
-    
-    return [branch["name"] for branch in branches]
-
-
-def is_valid_release(branch):
-    """Returns True if the branch is a valid release, False if not"""
-
-    # IMGT/HLA release format string
-    # Checks for a pattern corresponding to 3 digits followed by one zero, ie., 3460
-    release_pattern = r'^\d{3}0$'
-    p = re.compile(release_pattern)
-    match = p.match(branch)
-
-    if match:
-        return True
-    else:
-        return False
-
-
-def get_releases(owner, repo):
-    """Filters repository branches for those that match the IMGT/HLA release format string"""
-    return list(filter(is_valid_release, get_branches(owner, repo)))
-
-
-def write_config(path):
-    """Writes config file containing the current state of branches in 
-    a GitHub repo"""
-    
-    branches_config = {
-        "timestamp": str(datetime.datetime.utcnow())[:-7],
-        "repository_url": f"https://github.com/{GITHUB_REPOSITORY_OWNER}/{GITHUB_REPOSITORY_NAME}",
-        "releases": get_releases(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME)
-    }
-    
-    try:
-        response = s3.put_object(
-             Body=json.dumps(branches_config),
-             Bucket=DATA_BUCKET_NAME,
-             Key="/".join(path.split("/")[3:]))
-        
-        if response['ResponseMetadata']['HTTPStatusCode'] == 200:
-            logger.info(f"Wrote config file to {path}")
-            return
-        else:
-            logger.error(f'Failed to write config file to {path}. HTTPStatusCode: {response["ResponseMetadata"]["HTTPStatusCode"]}')
-            return
-        
-    except Exception as err:
-        raise err
-
-
-def read_config(path):
-    """Reads config file containing the current state of branches in 
-    a GitHub repo"""
-    
-    try:
-        response = s3.get_object(
-            Bucket=DATA_BUCKET_NAME, 
-            Key="/".join(path.split("/")[3:]))
-        
-        if response['ResponseMetadata']['HTTPStatusCode'] == 200:
-            logger.info(f"Read config file from {path}")
-            return json.loads(response["Body"].read().decode())
-        else:
-            logger.error(f'Failed to read config file to {path}. HTTPStatusCode: {response["ResponseMetadata"]["HTTPStatusCode"]}')
-            return
-        
-    except Exception as err:
-        raise err
-
-
-def check_new_releases(previous_state, current_state):
-    """Compares the previous repository state as a list of branches, with the current
-    repository state. Returns new branches if they are a valid IMGT/HLA release, None 
-    if not."""
-
-    # Check if any branches have been added
-    new_branches_count = len(current_state) - len(previous_state)
-    branches_added = (new_branches_count > 0)
-
-    if branches_added:
-
-        logger.info(f"Found {new_branches_count} new branches: {json.dumps(current_state[-new_branches_count:])}")
-
-        # Get the new branches
-        new_releases = sorted([int(release) for release in list(set(current_state).difference(previous_state))])
-        previous_state_last_release = [int(previous_state[-1])]
-
-        # Check that the last release of the previous state and the newly added releases all differ by 10
-        elementwise_difference = list(set(np.diff([release for release in previous_state_last_release + new_releases])))
-        new_branches_are_valid_releases = (len(elementwise_difference) == 1 and elementwise_difference[0] == 10)
-
-        if new_branches_are_valid_releases:
-            
-            return [str(release) for release in new_releases]
-    else:
-        logger.info("No new branches detected")
-        
-        return
-
-def check_current_executions(state_machine_arn):
-    
-    response = sfn.list_executions(
-        stateMachineArn=state_machine_arn,
-        statusFilter='RUNNING')
-
-    # Extract executions
-    executions_arns = [execution['executionArn'] for execution in response['executions']]
-    
-    releases_processing = []
-
-    for executions_arn in executions_arns:
-
-        response = sfn.describe_execution(
-            executionArn=executions_arn)
-
-        releases_processing = releases_processing + [params["releases"] for params in json.loads(response['input'])]
-
-    return releases_processing
-    
-
-def parse_event(event):
-    """Restructures the event and returns pipeline execution parameters"""
-
-    new_releases = str(event["releases"]).replace(" ", "").split(",")
-    params = {k:v for k,v in event.items() if k != "releases"}
-
-    return new_releases, params
-
-
-def parse_state(state_path, params_path):
-    """"""
-    previous_state = read_config(state_path)['releases']
-
-    # Get the current repository state
-    current_state = get_releases(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME)
-
-    # Log repository states
-    logger.info(f'Previous repository state:\n{json.dumps(previous_state)}')
-    logger.info(f'Current repository state:\n{json.dumps(current_state)}')
-
-    # Compare the previous state with the current state
-    new_releases = check_new_releases(previous_state, current_state)
-
-    # TODO: Describe current executions and make sure the release is not already being built
-    # releases_processing = set(check_current_executions(UPDATE_PIPELINE_STATE_MACHINE_ARN))
-
-    # Load the current pipeline params
-    params = read_config(params_path)
-
-    return new_releases, params
-
-
-if __name__ == "__main__":
-    import os
-    from pathlib import Path
-
-    def read_json(path):
-        with open(path, 'r') as file:
-            event = json.load(file)
-        return event
-
-    path = Path(__file__)
-    path = str(path.parent.parent / "events" / "event.json")
-    
-    event = read_json(path)
-
-    lambda_handler("","")
diff --git a/gfe-db/pipeline/functions/invoke_pipeline/src/requirements.txt b/gfe-db/pipeline/functions/invoke_pipeline/src/requirements.txt
deleted file mode 100644
index 3e734911..00000000
--- a/gfe-db/pipeline/functions/invoke_pipeline/src/requirements.txt
+++ /dev/null
@@ -1,2 +0,0 @@
-requests
-numpy

From 23e0e6eabee5f5155929f8d8c6619b5b2718d833 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Wed, 24 May 2023 17:24:36 -0700
Subject: [PATCH 032/367] mock pipeline for testing

---
 .../statemachines/mock-pipeline.asl.json      |  30 ++++
 gfe-db/pipeline/template.yaml                 | 167 ++++++++++++------
 2 files changed, 142 insertions(+), 55 deletions(-)
 create mode 100644 gfe-db/pipeline/statemachines/mock-pipeline.asl.json

diff --git a/gfe-db/pipeline/statemachines/mock-pipeline.asl.json b/gfe-db/pipeline/statemachines/mock-pipeline.asl.json
new file mode 100644
index 00000000..e569f9d0
--- /dev/null
+++ b/gfe-db/pipeline/statemachines/mock-pipeline.asl.json
@@ -0,0 +1,30 @@
+{
+    "StartAt": "UpdateExecutionStateInProgress",
+    "States": {
+        "UpdateExecutionStateInProgress": {
+            "Type": "Task",
+            "Resource": "arn:aws:states:::dynamodb:updateItem",
+            "Parameters": {
+                "TableName": "${ExecutionStateTable}",
+                "Key": {
+                    "commit.sha": {
+                        "S.$": "$.commit_sha"
+                    }
+                },
+                "UpdateExpression": "SET #status = :execution_status",
+                "ExpressionAttributeValues": {
+                    ":execution_status": {
+                        "S": "IN_PROGRESS"
+                    }
+                },
+                "ExpressionAttributeNames": {
+                    "#status": "execution.status"
+                }
+            },
+            "Next": "End"
+        },
+        "End": {
+            "Type": "Succeed"
+        }
+    }
+}
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index a6f5ef64..7953d4ed 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -531,14 +531,14 @@ Resources:
   UpdatePipelineStateMachine:
     Type: AWS::Serverless::StateMachine
     Properties:
-      DefinitionUri: statemachines/pipeline.asl.json
+      DefinitionUri: statemachines/mock-pipeline.asl.json
       DefinitionSubstitutions:
-        AppName: !Ref AppName
-        BuildJobDefinition: !Ref BuildJobDefinition
-        BuildJobName: !Sub '${Stage}-${AppName}-build-job'
-        BuildJobQueue: !Ref BuildJobQueue
-        InvokeLoadScriptFunctionArn: !GetAtt InvokeLoadScriptFunction.Arn
-        LoadNeo4jActivityArn: !Ref LoadNeo4jActivity
+        ExecutionStateTable: !Ref ExecutionStateTable
+      #   BuildJobDefinition: !Ref BuildJobDefinition
+      #   BuildJobName: !Sub '${Stage}-${AppName}-build-job'
+      #   BuildJobQueue: !Ref BuildJobQueue
+      #   InvokeLoadScriptFunctionArn: !GetAtt InvokeLoadScriptFunction.Arn
+      #   LoadNeo4jActivityArn: !Ref LoadNeo4jActivity
       Policies:
         - LambdaInvokePolicy:
             FunctionName: !Ref InvokeLoadScriptFunction
@@ -560,17 +560,23 @@ Resources:
           Statement:
             - Effect: "Allow"
               Action: 
-                - "batch:SubmitJob"
-                - "batch:DescribeJobs"
-                - "batch:TerminateJob"
-              Resource: "*"
-            - Effect: "Allow"
-              Action: 
-                - "events:PutTargets"
-                - "events:PutRule"
-                - "events:DescribeRule"
-              Resource: 
-                - !Sub 'arn:aws:events:${AWS::Region}:${AWS::AccountId}:rule/StepFunctionsGetEventsForBatchJobsRule'
+                - "dynamodb:UpdateItem"
+              Resource: !GetAtt ExecutionStateTable.Arn
+      #   - Version: "2012-10-17"
+      #     Statement:
+      #       - Effect: "Allow"
+      #         Action: 
+      #           - "batch:SubmitJob"
+      #           - "batch:DescribeJobs"
+      #           - "batch:TerminateJob"
+      #         Resource: "*"
+      #       - Effect: "Allow"
+      #         Action: 
+      #           - "events:PutTargets"
+      #           - "events:PutRule"
+      #           - "events:DescribeRule"
+      #         Resource: 
+      #           - !Sub 'arn:aws:events:${AWS::Region}:${AWS::AccountId}:rule/StepFunctionsGetEventsForBatchJobsRule'
       Logging:
         Destinations: 
           - CloudWatchLogsLogGroup: 
@@ -578,6 +584,57 @@ Resources:
         IncludeExecutionData: true
         Level: ALL
 
+  # # TODO Retain the original statemachine until the new one is working
+  # UpdatePipelineStateMachine:
+  #   Type: AWS::Serverless::StateMachine
+  #   Properties:
+  #     DefinitionUri: statemachines/pipeline.asl.json
+  #     DefinitionSubstitutions:
+  #       AppName: !Ref AppName
+  #       BuildJobDefinition: !Ref BuildJobDefinition
+  #       BuildJobName: !Sub '${Stage}-${AppName}-build-job'
+  #       BuildJobQueue: !Ref BuildJobQueue
+  #       InvokeLoadScriptFunctionArn: !GetAtt InvokeLoadScriptFunction.Arn
+  #       LoadNeo4jActivityArn: !Ref LoadNeo4jActivity
+  #     Policies:
+  #       - LambdaInvokePolicy:
+  #           FunctionName: !Ref InvokeLoadScriptFunction
+  #       - Version: "2012-10-17"
+  #         Statement:
+  #           - Effect: "Allow"
+  #             Action:
+  #               - "logs:CreateLogDelivery"
+  #               - "logs:GetLogDelivery"
+  #               - "logs:UpdateLogDelivery"
+  #               - "logs:DeleteLogDelivery"
+  #               - "logs:ListLogDeliveries"
+  #               - "logs:PutResourcePolicy"
+  #               - "logs:DescribeResourcePolicies"
+  #               - "logs:DescribeLogGroups"
+  #             Resource: 
+  #               - "*"
+  #       - Version: "2012-10-17"
+  #         Statement:
+  #           - Effect: "Allow"
+  #             Action: 
+  #               - "batch:SubmitJob"
+  #               - "batch:DescribeJobs"
+  #               - "batch:TerminateJob"
+  #             Resource: "*"
+  #           - Effect: "Allow"
+  #             Action: 
+  #               - "events:PutTargets"
+  #               - "events:PutRule"
+  #               - "events:DescribeRule"
+  #             Resource: 
+  #               - !Sub 'arn:aws:events:${AWS::Region}:${AWS::AccountId}:rule/StepFunctionsGetEventsForBatchJobsRule'
+  #     Logging:
+  #       Destinations: 
+  #         - CloudWatchLogsLogGroup: 
+  #             LogGroupArn: !GetAtt UpdatePipelineLogGroup.Arn
+  #       IncludeExecutionData: true
+  #       Level: ALL
+
   LoadNeo4jActivity:
     Type: AWS::StepFunctions::Activity
     Properties: 
@@ -596,43 +653,43 @@ Resources:
       Description: "ARN of gfe-db update pipeline state machine"
       Value: !GetAtt UpdatePipelineStateMachine.Arn
 
-# CloudWatch Alarm for failed pipeline executions
-  UpdatePipelineStateMachineExecutionAlarm:
-    Type: AWS::CloudWatch::Alarm
-    Properties:
-      AlarmDescription: !Sub '${UpdatePipelineStateMachine} state machine errors'
-      ActionsEnabled: true
-      AlarmActions:
-        - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn}}'
-      MetricName: ExecutionsFailed
-      Namespace: AWS/States
-      Statistic: Sum
-      Period: 86400
-      EvaluationPeriods: 1
-      Threshold: 1
-      ComparisonOperator: GreaterThanOrEqualToThreshold
-      Dimensions:
-        - Name: StateMachineArn
-          Value: !GetAtt UpdatePipelineStateMachine.Arn
-
-# CloudWatch Alarm for failed pipeline integrations (Batch jobs)
-  UpdatePipelineStateMachineIntegrationAlarm:
-    Type: AWS::CloudWatch::Alarm
-    Properties:
-      AlarmDescription: !Sub '${UpdatePipelineStateMachine} state machine errors'
-      ActionsEnabled: true
-      AlarmActions:
-        - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn}}'
-      MetricName: ServiceIntegrationsFailed
-      Namespace: AWS/States
-      Statistic: Sum
-      Period: 86400
-      EvaluationPeriods: 1
-      Threshold: 1
-      ComparisonOperator: GreaterThanOrEqualToThreshold
-      Dimensions:
-        - Name: ServiceIntegrationResourceArn
-          Value: !Sub 'arn:aws:states:${AWS::Region}:${AWS::AccountId}:batch:submitJob.sync'
+# # CloudWatch Alarm for failed pipeline executions
+#   UpdatePipelineStateMachineExecutionAlarm:
+#     Type: AWS::CloudWatch::Alarm
+#     Properties:
+#       AlarmDescription: !Sub '${UpdatePipelineStateMachine} state machine errors'
+#       ActionsEnabled: true
+#       AlarmActions:
+#         - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn}}'
+#       MetricName: ExecutionsFailed
+#       Namespace: AWS/States
+#       Statistic: Sum
+#       Period: 86400
+#       EvaluationPeriods: 1
+#       Threshold: 1
+#       ComparisonOperator: GreaterThanOrEqualToThreshold
+#       Dimensions:
+#         - Name: StateMachineArn
+#           Value: !GetAtt UpdatePipelineStateMachine.Arn
+
+# # CloudWatch Alarm for failed pipeline integrations (Batch jobs)
+#   UpdatePipelineStateMachineIntegrationAlarm:
+#     Type: AWS::CloudWatch::Alarm
+#     Properties:
+#       AlarmDescription: !Sub '${UpdatePipelineStateMachine} state machine errors'
+#       ActionsEnabled: true
+#       AlarmActions:
+#         - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn}}'
+#       MetricName: ServiceIntegrationsFailed
+#       Namespace: AWS/States
+#       Statistic: Sum
+#       Period: 86400
+#       EvaluationPeriods: 1
+#       Threshold: 1
+#       ComparisonOperator: GreaterThanOrEqualToThreshold
+#       Dimensions:
+#         - Name: ServiceIntegrationResourceArn
+#           Value: !Sub 'arn:aws:states:${AWS::Region}:${AWS::AccountId}:batch:submitJob.sync'
 
   FailedAllelesQueue:
     Type: AWS::SQS::Queue

From 946a6a37462681235d10afc08f3ba1dcca586629 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 25 May 2023 12:50:20 -0700
Subject: [PATCH 033/367] rename DynamoDB fields using '__' separator

---
 .../functions/check_source_update/src/app.py  | 27 ++++--
 .../check_source_update/src/utils/utils.py    | 18 ++--
 gfe-db/pipeline/scripts/source_config/load.py | 19 ++--
 gfe-db/pipeline/template.yaml                 | 87 ++++++++++---------
 4 files changed, 86 insertions(+), 65 deletions(-)

diff --git a/gfe-db/pipeline/functions/check_source_update/src/app.py b/gfe-db/pipeline/functions/check_source_update/src/app.py
index 383cc3bc..c14242a8 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/src/app.py
@@ -67,8 +67,14 @@ def lambda_handler(event, context):
         logger.info(f"Found {len(commits)} commit(s) not yet processed\n{json.dumps([commit['sha'] for commit in commits], indent=2)}")
 
         if not commits:
-            logger.info("No new commits found")
-            return
+            message = "No new commits found"
+            logger.info(message)
+            return {
+                "statusCode": 200,
+                "body": json.dumps({
+                    "message": message
+                }),
+            }
 
         logger.info(f"Getting release versions")
         commits_with_releases = []
@@ -118,7 +124,8 @@ def lambda_handler(event, context):
         items = [ 
             flatten_json(
                 data=item.dict(),
-                select_fields=execution_state_table_fields) \
+                sep="__",
+                select_fields=[item.replace(".", "__") for item in execution_state_table_fields]) \
                     for item in new_execution_state
             ]
 
@@ -134,31 +141,33 @@ def lambda_handler(event, context):
         for item in execution_payload:
             queue.send_message(MessageBody=json.dumps(item))
 
+        message = f'Processed {len(execution_payload)} releases\n{json.dumps(execution_payload, indent=4)}'
         return {
             "statusCode": 200,
             "body": json.dumps({
-                "message": f'Processed {len(execution_payload)} releases\n{json.dumps(execution_payload, indent=4)}'
+                "message": message
             }),
         }
     except Exception as e:
         import traceback
-        logger.error(f'{e}\n{traceback.format_exc()}\n{json.dumps(event)}')
+        message = f'Error processing releases: {e}\n{traceback.format_exc()}\n{json.dumps(event)}'
+        logger.error(message)
         return {
             "statusCode": 500,
             "body": json.dumps({
-                "message": f'Error processing releases: {e}'
+                "message": message
             }),
         }
 
 # @cache_pickle
-def get_execution_state(table):
+def get_execution_state(table, sort_column="commit__date_utc", reverse_sort=True):
     # Retrieve execution state from table
     items = table.scan()["Items"]
     items = [{k: int(v) if isinstance(v, Decimal) else v for k, v in item.items()} for item in items]
-    items = sorted(items, key=lambda x: x["commit.date_utc"], reverse=True)
+    items = sorted(items, key=lambda x: x[sort_column], reverse=reverse_sort)
 
     # TODO Deserialize and repack the items
-    return [ ExecutionStateItem(**restore_nested_json(item)) for item in items ]
+    return [ ExecutionStateItem(**restore_nested_json(item, split_on="__")) for item in items ]
 
 # @cache_json
 def get_most_recent_commits(execution_state):
diff --git a/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py b/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py
index 2b77e014..6dd49d7b 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py
+++ b/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py
@@ -120,7 +120,14 @@ def wrapper(*args, **kwargs):
 
 def flatten_json(data, sep=".", skip_fields=[], select_fields=[]):
     """Flatten a nested json file. For a list of dictionaries, use this
-    inside a for loop before converting to pandas DataFrame."""
+    inside a for loop before converting to pandas DataFrame.
+    
+    Args:
+        data (dict): nested json file
+        sep (str, optional): separator for flattened keys. Defaults to ".".
+        skip_fields (list, optional): list of fields to skip. Defaults to [].
+        select_fields (list, optional): list of output fields to select including the separator. Defaults to [].
+    """
 
     def unpack(parent_key, parent_value):
         """Unpack one level of nesting in json file"""
@@ -158,11 +165,12 @@ def unpack(parent_key, parent_value):
     return data
 
 
-def flatten_json_records(data, skip_fields=[], select_fields=[]):
+def flatten_json_records(data, sep=".", skip_fields=[], select_fields=[]):
     """Flatten a list of JSON records."""
     return [
         flatten_json(
         data=record, 
+        sep=sep,
         skip_fields=skip_fields, 
         select_fields=select_fields) \
             for record in data
@@ -452,18 +460,18 @@ def rename_fields(dataset: List[dict], key_names_map: dict[str, str]):
     return [rename_keys(x, key_names_map) for x in dataset]
 
 
-def restore_nested_json(data: dict):
+def restore_nested_json(data: dict, split_on="."):
     """Restores a previously flattened JSON object into a nested JSON object.
 
     Args:
         data (dict): A flattened JSON object.
 
     Returns:
-        _type_: _description_
+        dict: A nested JSON object.
     """
     result = {}
     for key, value in data.items():
-        parts = key.split(".")
+        parts = key.split(split_on)
         current = result
         for part in parts[:-1]:
             if part not in current:
diff --git a/gfe-db/pipeline/scripts/source_config/load.py b/gfe-db/pipeline/scripts/source_config/load.py
index 2d8219b7..876e230b 100644
--- a/gfe-db/pipeline/scripts/source_config/load.py
+++ b/gfe-db/pipeline/scripts/source_config/load.py
@@ -12,6 +12,9 @@
 utc_now = datetime.utcnow().strftime("%Y-%m-%dT%H:%M:%SZ")
 import json
 import boto3
+from src.utils.constants import (
+    execution_state_table_fields
+)
 from src.utils.types import (
     ExecutionState,
 )
@@ -61,15 +64,15 @@
 
     # TODO use selected fields from constants
     # flatten JSON records and filter nulls
-    skip_fields = [
-        "execution.input_parameters",
-        "repository.description",
-        "repository.excluded_commit_shas",
-        "repository.target_metadata_config",
-        "repository.tracked_assets"
+    # skip_fields = [
+    #     "execution.input_parameters",
+    #     "repository.description",
+    #     "repository.excluded_commit_shas",
+    #     "repository.target_metadata_config",
+    #     "repository.tracked_assets"
 
-    ]
-    execution_state_flat = flatten_json_records(execution_state.dict()["items"], skip_fields)
+    # ]
+    execution_state_flat = flatten_json_records(execution_state.dict()["items"], sep="__", select_fields=[item.replace(".", "__") for item in execution_state_table_fields])
 
     # load to dynamodb table named execution_state_table_name using batch put
     table = dynamodb.Table(execution_state_table_name)
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 7953d4ed..417eee11 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -65,14 +65,14 @@ Resources:
     Type: AWS::DynamoDB::Table
     Properties:
       AttributeDefinitions:
-        - AttributeName: 'commit.sha'
+        - AttributeName: 'commit__sha'
           AttributeType: S
-        - AttributeName: 'execution.version'
+        - AttributeName: 'execution__version'
           AttributeType: N
       KeySchema:
-        - AttributeName: 'commit.sha'
+        - AttributeName: 'commit__sha'
           KeyType: HASH
-        - AttributeName: 'execution.version'
+        - AttributeName: 'execution__version'
           KeyType: RANGE
       BillingMode: PAY_PER_REQUEST
       # ProvisionedThroughput:
@@ -456,6 +456,7 @@ Resources:
                 - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}'
                 - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}/*'
 
+  # # TODO redeploy
   # CheckSourceUpdateFunctionAlarm:
   #   Type: AWS::CloudWatch::Alarm
   #   Properties:
@@ -645,51 +646,51 @@ Resources:
     Properties:
       LogGroupName: !Sub "${Stage}-${AppName}-pipeline-execution-logs"
 
-  UpdatePipelineArnParameter:
+  UpdatePipelineStateMachineArnParameter:
     Type: AWS::SSM::Parameter
     Properties:
       Type: String
-      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/UpdatePipelineArn'
+      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/UpdatePipelineStateMachineArn'
       Description: "ARN of gfe-db update pipeline state machine"
       Value: !GetAtt UpdatePipelineStateMachine.Arn
 
-# # CloudWatch Alarm for failed pipeline executions
-#   UpdatePipelineStateMachineExecutionAlarm:
-#     Type: AWS::CloudWatch::Alarm
-#     Properties:
-#       AlarmDescription: !Sub '${UpdatePipelineStateMachine} state machine errors'
-#       ActionsEnabled: true
-#       AlarmActions:
-#         - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn}}'
-#       MetricName: ExecutionsFailed
-#       Namespace: AWS/States
-#       Statistic: Sum
-#       Period: 86400
-#       EvaluationPeriods: 1
-#       Threshold: 1
-#       ComparisonOperator: GreaterThanOrEqualToThreshold
-#       Dimensions:
-#         - Name: StateMachineArn
-#           Value: !GetAtt UpdatePipelineStateMachine.Arn
-
-# # CloudWatch Alarm for failed pipeline integrations (Batch jobs)
-#   UpdatePipelineStateMachineIntegrationAlarm:
-#     Type: AWS::CloudWatch::Alarm
-#     Properties:
-#       AlarmDescription: !Sub '${UpdatePipelineStateMachine} state machine errors'
-#       ActionsEnabled: true
-#       AlarmActions:
-#         - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn}}'
-#       MetricName: ServiceIntegrationsFailed
-#       Namespace: AWS/States
-#       Statistic: Sum
-#       Period: 86400
-#       EvaluationPeriods: 1
-#       Threshold: 1
-#       ComparisonOperator: GreaterThanOrEqualToThreshold
-#       Dimensions:
-#         - Name: ServiceIntegrationResourceArn
-#           Value: !Sub 'arn:aws:states:${AWS::Region}:${AWS::AccountId}:batch:submitJob.sync'
+# CloudWatch Alarm for failed pipeline executions
+  UpdatePipelineStateMachineExecutionAlarm:
+    Type: AWS::CloudWatch::Alarm
+    Properties:
+      AlarmDescription: !Sub '${UpdatePipelineStateMachine} state machine errors'
+      ActionsEnabled: true
+      AlarmActions:
+        - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn}}'
+      MetricName: ExecutionsFailed
+      Namespace: AWS/States
+      Statistic: Sum
+      Period: 86400
+      EvaluationPeriods: 1
+      Threshold: 1
+      ComparisonOperator: GreaterThanOrEqualToThreshold
+      Dimensions:
+        - Name: StateMachineArn
+          Value: !GetAtt UpdatePipelineStateMachine.Arn
+
+# CloudWatch Alarm for failed pipeline integrations (Batch jobs)
+  UpdatePipelineStateMachineIntegrationAlarm:
+    Type: AWS::CloudWatch::Alarm
+    Properties:
+      AlarmDescription: !Sub '${UpdatePipelineStateMachine} state machine errors'
+      ActionsEnabled: true
+      AlarmActions:
+        - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn}}'
+      MetricName: ServiceIntegrationsFailed
+      Namespace: AWS/States
+      Statistic: Sum
+      Period: 86400
+      EvaluationPeriods: 1
+      Threshold: 1
+      ComparisonOperator: GreaterThanOrEqualToThreshold
+      Dimensions:
+        - Name: ServiceIntegrationResourceArn
+          Value: !Sub 'arn:aws:states:${AWS::Region}:${AWS::AccountId}:batch:submitJob.sync'
 
   FailedAllelesQueue:
     Type: AWS::SQS::Queue

From 1701ee4c6aab2004c6918e930a1d910ebec1a1dc Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 25 May 2023 12:50:35 -0700
Subject: [PATCH 034/367] update execution status from state machine

---
 gfe-db/pipeline/statemachines/mock-pipeline.asl.json | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/gfe-db/pipeline/statemachines/mock-pipeline.asl.json b/gfe-db/pipeline/statemachines/mock-pipeline.asl.json
index e569f9d0..6ab4947e 100644
--- a/gfe-db/pipeline/statemachines/mock-pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/mock-pipeline.asl.json
@@ -7,18 +7,18 @@
             "Parameters": {
                 "TableName": "${ExecutionStateTable}",
                 "Key": {
-                    "commit.sha": {
+                    "commit__sha": {
                         "S.$": "$.commit_sha"
+                    },
+                    "execution__version": {
+                        "N.$": "States.Format('{}', $.version)"
                     }
                 },
-                "UpdateExpression": "SET #status = :execution_status",
+                "UpdateExpression": "SET execution__status = :status",
                 "ExpressionAttributeValues": {
-                    ":execution_status": {
+                    ":status": {
                         "S": "IN_PROGRESS"
                     }
-                },
-                "ExpressionAttributeNames": {
-                    "#status": "execution.status"
                 }
             },
             "Next": "End"

From 25826f7be3a6660d4d3203a2d55452eaa2dcf91a Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 25 May 2023 17:30:07 -0700
Subject: [PATCH 035/367] update execution state input parameters from state
 machine

---
 .../functions/check_source_update/src/app.py       |  4 ++--
 .../check_source_update/src/utils/constants.py     |  1 -
 .../pipeline/statemachines/mock-pipeline.asl.json  | 14 +++++++++++++-
 gfe-db/pipeline/template.yaml                      |  8 ++++++++
 4 files changed, 23 insertions(+), 4 deletions(-)

diff --git a/gfe-db/pipeline/functions/check_source_update/src/app.py b/gfe-db/pipeline/functions/check_source_update/src/app.py
index c14242a8..261f260f 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/src/app.py
@@ -51,7 +51,7 @@
 )
 
 queue = boto3.resource("sqs")
-queue = queue.Queue(gfedb_processing_queue_url)
+gfedb_processing_queue = queue.Queue(gfedb_processing_queue_url)
 
 def lambda_handler(event, context):
     # logger.info(json.dumps(event))
@@ -139,7 +139,7 @@ def lambda_handler(event, context):
         # 5) Return pending commits to the state machine for further processing
         execution_payload = [ ExecutionPayloadItem.from_execution_state_item(item).dict() for item in pending_commits ] 
         for item in execution_payload:
-            queue.send_message(MessageBody=json.dumps(item))
+            gfedb_processing_queue.send_message(MessageBody=json.dumps(item))
 
         message = f'Processed {len(execution_payload)} releases\n{json.dumps(execution_payload, indent=4)}'
         return {
diff --git a/gfe-db/pipeline/functions/check_source_update/src/utils/constants.py b/gfe-db/pipeline/functions/check_source_update/src/utils/constants.py
index d845a085..c6b3b912 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/utils/constants.py
+++ b/gfe-db/pipeline/functions/check_source_update/src/utils/constants.py
@@ -52,7 +52,6 @@
     "commit.html_url",
     "commit.message",
     "execution.date_utc",
-    "execution.input_parameters",
     "execution.status",
     "execution.input_parameters.align",
     "execution.input_parameters.kir",
diff --git a/gfe-db/pipeline/statemachines/mock-pipeline.asl.json b/gfe-db/pipeline/statemachines/mock-pipeline.asl.json
index 6ab4947e..3a67ba80 100644
--- a/gfe-db/pipeline/statemachines/mock-pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/mock-pipeline.asl.json
@@ -14,10 +14,22 @@
                         "N.$": "States.Format('{}', $.version)"
                     }
                 },
-                "UpdateExpression": "SET execution__status = :status",
+                "UpdateExpression": "SET execution__status = :status, execution__input_parameters__align = :align, execution__input_parameters__kir = :kir, execution__input_parameters__mem_profile = :mem_profile, execution__input_parameters__limit = :limit",
                 "ExpressionAttributeValues": {
                     ":status": {
                         "S": "IN_PROGRESS"
+                    },
+                    ":align": {
+                        "S.$": "States.Format('{}', $.input_parameters.align)"
+                    },
+                    ":kir": {
+                        "S.$": "States.Format('{}', $.input_parameters.kir)"
+                    },
+                    ":mem_profile": {
+                        "S.$": "States.Format('{}', $.input_parameters.mem_profile)"
+                    },
+                    ":limit": {
+                        "N.$": "States.Format('{}', $.input_parameters.limit)"
                     }
                 }
             },
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 417eee11..a1939f60 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -433,6 +433,14 @@ Resources:
                 - "ssm:GetParameters"
                 - "ssm:GetParameter"
               Resource: "*"
+        - Version: "2012-10-17"
+          Statement:
+            - Sid: "AllowDynamoDBReadAccess"
+              Effect: "Allow"
+              Action:
+                - "dynamodb:Scan"
+                - "dynamodb:BatchWriteItem"
+              Resource: !GetAtt ExecutionStateTable.Arn 
         - Version: "2012-10-17"
           Statement:
             - Sid: "AllowSQSAccess"

From 266eace738ae093d36ee2604adf5e7974f0d0578 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Tue, 30 May 2023 12:36:11 -0700
Subject: [PATCH 036/367] add dynamodb states, fix result paths in state
 machine

---
 .../statemachines/mock-pipeline.asl.json      | 170 ++++++++++++++----
 .../pipeline/statemachines/pipeline.asl.json  |  76 +++++---
 gfe-db/pipeline/template.yaml                 |   4 +-
 3 files changed, 196 insertions(+), 54 deletions(-)

diff --git a/gfe-db/pipeline/statemachines/mock-pipeline.asl.json b/gfe-db/pipeline/statemachines/mock-pipeline.asl.json
index 3a67ba80..6ebe1b8f 100644
--- a/gfe-db/pipeline/statemachines/mock-pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/mock-pipeline.asl.json
@@ -1,42 +1,148 @@
 {
-    "StartAt": "UpdateExecutionStateInProgress",
+    "StartAt": "GfeDbBuildJobMap",
     "States": {
-        "UpdateExecutionStateInProgress": {
-            "Type": "Task",
-            "Resource": "arn:aws:states:::dynamodb:updateItem",
-            "Parameters": {
-                "TableName": "${ExecutionStateTable}",
-                "Key": {
-                    "commit__sha": {
-                        "S.$": "$.commit_sha"
+        "GfeDbBuildJobMap": {
+            "Type": "Map",
+            "Next": "GfeDbLoadMap",
+            "MaxConcurrency": 0,
+            "Iterator": {
+                "StartAt": "UpdateExecutionStateInProgress",
+                "States": {
+                    "UpdateExecutionStateInProgress": {
+                        "Type": "Task",
+                        "Resource": "arn:aws:states:::dynamodb:updateItem",
+                        "ResultPath": null,
+                        "Next": "GfeDbBuildJobMock",
+                        "Parameters": {
+                            "TableName": "${ExecutionStateTable}",
+                            "Key": {
+                                "commit__sha": {
+                                    "S.$": "$.commit_sha"
+                                },
+                                "execution__version": {
+                                    "N.$": "States.Format('{}', $.version)"
+                                }
+                            },
+                            "UpdateExpression": "SET execution__status = :status",
+                            "ExpressionAttributeValues": {
+                                ":status": {
+                                    "S": "IN_PROGRESS"
+                                }
+                            }
+                        }
                     },
-                    "execution__version": {
-                        "N.$": "States.Format('{}', $.version)"
-                    }
-                },
-                "UpdateExpression": "SET execution__status = :status, execution__input_parameters__align = :align, execution__input_parameters__kir = :kir, execution__input_parameters__mem_profile = :mem_profile, execution__input_parameters__limit = :limit",
-                "ExpressionAttributeValues": {
-                    ":status": {
-                        "S": "IN_PROGRESS"
-                    },
-                    ":align": {
-                        "S.$": "States.Format('{}', $.input_parameters.align)"
+                    "GfeDbBuildJobMock": {
+                        "Type": "Task",
+                        "Resource": "arn:aws:lambda:us-east-1:531868584498:function:GfeDbBuildJobMockFunction",
+                        "ResultPath": "$.s3_path",
+                        "End": true,
+                        "Catch": [
+                            {
+                                "ErrorEquals": [
+                                    "States.ALL"
+                                ],
+                                "Next": "UpdateExecutionStateBuildFailed",
+                                "ResultPath": "$.error"
+                            }
+                        ]
                     },
-                    ":kir": {
-                        "S.$": "States.Format('{}', $.input_parameters.kir)"
+                    "UpdateExecutionStateBuildFailed": {
+                        "Type": "Task",
+                        "Resource": "arn:aws:states:::dynamodb:updateItem",
+                        "ResultPath": null,
+                        "End": true,
+                        "Parameters": {
+                            "TableName": "${ExecutionStateTable}",
+                            "Key": {
+                                "commit__sha": {
+                                    "S.$": "$.commit_sha"
+                                },
+                                "execution__version": {
+                                    "N.$": "States.Format('{}', $.version)"
+                                }
+                            },
+                            "UpdateExpression": "SET execution__status = :status",
+                            "ExpressionAttributeValues": {
+                                ":status": {
+                                    "S": "FAILED"
+                                }
+                            }
+                        }
+                    }
+                }
+            }
+        },
+        "GfeDbLoadMap": {
+            "Type": "Map",
+            "End": true,
+            "MaxConcurrency": 1,
+            "Iterator": {
+                "StartAt": "GfeDbLoadGraph",
+                "States": {
+                    "GfeDbLoadGraph": {
+                        "Type": "Task",
+                        "Resource": "arn:aws:lambda:us-east-1:531868584498:function:GfeDbLoadMockFunction",
+                        "InputPath": "$.s3_path",
+                        "ResultPath": null,
+                        "Catch": [
+                            {
+                                "ErrorEquals": [
+                                    "States.ALL"
+                                ],
+                                "Next": "UpdateExecutionStateLoadFailed",
+                                "ResultPath": "$.error"
+                            }
+                        ],
+                        "Next": "UpdateExecutionStateSuccess"
                     },
-                    ":mem_profile": {
-                        "S.$": "States.Format('{}', $.input_parameters.mem_profile)"
+                    "UpdateExecutionStateSuccess": {
+                        "Type": "Task",
+                        "Resource": "arn:aws:states:::dynamodb:updateItem",
+                        "ResultPath": null,
+                        "End": true,
+                        "Parameters": {
+                            "TableName": "${ExecutionStateTable}",
+                            "Key": {
+                                "commit__sha": {
+                                    "S.$": "$.commit_sha"
+                                },
+                                "execution__version": {
+                                    "N.$": "States.Format('{}', $.version)"
+                                }
+                            },
+                            "UpdateExpression": "SET execution__status = :status",
+                            "ExpressionAttributeValues": {
+                                ":status": {
+                                    "S": "SUCCESS"
+                                }
+                            }
+                        }
                     },
-                    ":limit": {
-                        "N.$": "States.Format('{}', $.input_parameters.limit)"
+                    "UpdateExecutionStateLoadFailed": {
+                        "Type": "Task",
+                        "Resource": "arn:aws:states:::dynamodb:updateItem",
+                        "ResultPath": null,
+                        "End": true,
+                        "Parameters": {
+                            "TableName": "${ExecutionStateTable}",
+                            "Key": {
+                                "commit__sha": {
+                                    "S.$": "$.commit_sha"
+                                },
+                                "execution__version": {
+                                    "N.$": "States.Format('{}', $.version)"
+                                }
+                            },
+                            "UpdateExpression": "SET execution__status = :status",
+                            "ExpressionAttributeValues": {
+                                ":status": {
+                                    "S": "FAILED"
+                                }
+                            }
+                        }
                     }
                 }
-            },
-            "Next": "End"
-        },
-        "End": {
-            "Type": "Succeed"
+            }
         }
     }
-}
+}
\ No newline at end of file
diff --git a/gfe-db/pipeline/statemachines/pipeline.asl.json b/gfe-db/pipeline/statemachines/pipeline.asl.json
index e9644b4c..fd9935ca 100644
--- a/gfe-db/pipeline/statemachines/pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/pipeline.asl.json
@@ -3,22 +3,56 @@
     "States": {
         "Build Stage": {
             "Type": "Map",
-            "Next": "Load Stage",
+            "Next": "GfeDbLoad",
             "MaxConcurrency": 0,
             "Iterator": {
-                "StartAt": "Generate CSV files",
+                "StartAt": "UpdateExecutionStateInProgress",
                 "States": {
-                    "Generate CSV files": {
+                    "UpdateExecutionStateInProgress": {
+                        "Type": "Task",
+                        "Resource": "arn:aws:states:::dynamodb:updateItem",
+                        "Next": "GfeDbBuildJob",
+                        "Parameters": {
+                            "TableName": "${ExecutionStateTable}",
+                            "Key": {
+                                "commit__sha": {
+                                    "S.$": "$.commit_sha"
+                                },
+                                "execution__version": {
+                                    "N.$": "States.Format('{}', $.version)"
+                                }
+                            },
+                            "UpdateExpression": "SET execution__status = :status, execution__input_parameters__align = :align, execution__input_parameters__kir = :kir, execution__input_parameters__mem_profile = :mem_profile, execution__input_parameters__limit = :limit",
+                            "ExpressionAttributeValues": {
+                                ":status": {
+                                    "S": "IN_PROGRESS"
+                                },
+                                ":align": {
+                                    "S.$": "States.Format('{}', $.input_parameters.align)"
+                                },
+                                ":kir": {
+                                    "S.$": "States.Format('{}', $.input_parameters.kir)"
+                                },
+                                ":mem_profile": {
+                                    "S.$": "States.Format('{}', $.input_parameters.mem_profile)"
+                                },
+                                ":limit": {
+                                    "N.$": "States.Format('{}', $.input_parameters.limit)"
+                                }
+                            }
+                        }
+                    },
+                    "GfeDbBuildJob": {
                         "Type": "Task",
                         "Resource": "arn:aws:states:::batch:submitJob.sync",
                         "ResultPath": null,
-                        "Next": "Build Success",
+                        "Next": "BuildSuccess",
                         "Catch": [
                             {
                                 "ErrorEquals": [
                                     "States.ALL"
                                 ],
-                                "Next": "Build Error"
+                                "Next": "BuildError"
                             }
                         ],
                         "Parameters": {
@@ -29,47 +63,47 @@
                                 "Environment": [
                                     {
                                         "Name": "RELEASES",
-                                        "Value.$": "$.RELEASES"
+                                        "Value.$": "$.version"
                                     },
                                     {
                                         "Name": "ALIGN",
-                                        "Value.$": "$.ALIGN"
+                                        "Value.$": "$.align"
                                     },
                                     {
                                         "Name": "KIR",
-                                        "Value.$": "$.KIR"
+                                        "Value.$": "$.kir"
                                     },
                                     {
                                         "Name": "MEM_PROFILE",
-                                        "Value.$": "$.MEM_PROFILE"
+                                        "Value.$": "$.mem_profile"
                                     },
                                     {
                                         "Name": "LIMIT",
-                                        "Value.$": "$.LIMIT"
+                                        "Value.$": "$.limit"
                                     }
                                 ]
                             }
                         }
                     },
-                    "Build Error": {
+                    "BuildError": {
                         "Type": "Pass",
                         "End": true
                     },
-                    "Build Success": {
+                    "BuildSuccess": {
                         "Type": "Pass",
                         "End": true
                     }
                 }
             }
         },
-        "Load Stage": {
+        "GfeDbLoad": {
             "Type": "Map",
             "End": true,
             "MaxConcurrency": 1,
             "Iterator": {
-                "StartAt": "Load Data",
+                "StartAt": "LoadGraph",
                 "States": {
-                    "Load Data": {
+                    "LoadGraph": {
                         "Type": "Parallel",
                         "Next": "Load Success",
                         "Catch": [
@@ -77,14 +111,14 @@
                                 "ErrorEquals": [
                                     "States.ALL"
                                 ],
-                                "Next": "Load Error"
+                                "Next": "LoadError"
                             }
                         ],
                         "Branches": [
                             {
-                                "StartAt": "Invoke Load Script",
+                                "StartAt": "InvokeLoadScript",
                                 "States": {
-                                    "Invoke Load Script": {
+                                    "InvokeLoadScript": {
                                         "Type": "Task",
                                         "Resource": "${InvokeLoadScriptFunctionArn}",
                                         "End": true
@@ -92,9 +126,9 @@
                                 }
                             },
                             {
-                                "StartAt": "Load GFEs",
+                                "StartAt": "LoadData",
                                 "States": {
-                                    "Load GFEs": {
+                                    "LoadData": {
                                         "Type": "Task",
                                         "Resource": "${LoadNeo4jActivityArn}",
                                         "HeartbeatSeconds": 60,
@@ -104,7 +138,7 @@
                             }
                         ]
                     },
-                    "Load Error": {
+                    "LoadError": {
                         "Type": "Pass",
                         "End": true
                     },
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index a1939f60..9adb8a14 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -550,7 +550,9 @@ Resources:
       #   LoadNeo4jActivityArn: !Ref LoadNeo4jActivity
       Policies:
         - LambdaInvokePolicy:
-            FunctionName: !Ref InvokeLoadScriptFunction
+            FunctionName: GfeDbBuildJobMockFunction
+        - LambdaInvokePolicy:
+            FunctionName: GfeDbLoadMockFunction
         - Version: "2012-10-17"
           Statement:
             - Effect: "Allow"

From 27d58bc1805c705e91a93915ebe86e866343f54f Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Wed, 31 May 2023 17:35:19 -0700
Subject: [PATCH 037/367] using parallel states

---
 .../functions/invoke_load_script/app.py       |   1 +
 .../statemachines/mock-pipeline.asl.json      | 187 ++++++------------
 2 files changed, 58 insertions(+), 130 deletions(-)

diff --git a/gfe-db/pipeline/functions/invoke_load_script/app.py b/gfe-db/pipeline/functions/invoke_load_script/app.py
index a3e92beb..8226e4d3 100644
--- a/gfe-db/pipeline/functions/invoke_load_script/app.py
+++ b/gfe-db/pipeline/functions/invoke_load_script/app.py
@@ -24,6 +24,7 @@
 command_line_default = neo4j_load_query_document_parameters["commandLine"]["default"]
 source_info_default = neo4j_load_query_document_parameters["sourceInfo"]["default"]
 
+# TODO BOOKMARK 5/31/23: Check if Neo4jLoadQueryDocument is already running, if it is exit 0 
 def lambda_handler(event, context):
     """Invoke SSM Run Command for server side loading on Neo4j
 
diff --git a/gfe-db/pipeline/statemachines/mock-pipeline.asl.json b/gfe-db/pipeline/statemachines/mock-pipeline.asl.json
index 6ebe1b8f..4874f79f 100644
--- a/gfe-db/pipeline/statemachines/mock-pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/mock-pipeline.asl.json
@@ -1,148 +1,75 @@
 {
-    "StartAt": "GfeDbBuildJobMap",
+    "StartAt": "BuildRelease",
     "States": {
-        "GfeDbBuildJobMap": {
-            "Type": "Map",
-            "Next": "GfeDbLoadMap",
-            "MaxConcurrency": 0,
-            "Iterator": {
-                "StartAt": "UpdateExecutionStateInProgress",
-                "States": {
-                    "UpdateExecutionStateInProgress": {
-                        "Type": "Task",
-                        "Resource": "arn:aws:states:::dynamodb:updateItem",
-                        "ResultPath": null,
-                        "Next": "GfeDbBuildJobMock",
-                        "Parameters": {
-                            "TableName": "${ExecutionStateTable}",
-                            "Key": {
-                                "commit__sha": {
-                                    "S.$": "$.commit_sha"
+        "BuildRelease": {
+            "Type": "Parallel",
+            "Next": "LoadRelease",
+            "OutputPath": "$.[1]",
+            "Branches": [
+                {
+                    "StartAt": "UpdateExecutionStateInProgress",
+                    "States": {
+                        "UpdateExecutionStateInProgress": {
+                            "Type": "Task",
+                            "Resource": "arn:aws:states:::dynamodb:updateItem",
+                            "ResultPath": null,
+                            "End": true,
+                            "Parameters": {
+                                "TableName": "${ExecutionStateTable}",
+                                "Key": {
+                                    "commit__sha": {
+                                        "S.$": "$.commit_sha"
+                                    },
+                                    "execution__version": {
+                                        "N.$": "States.Format('{}', $.version)"
+                                    }
                                 },
-                                "execution__version": {
-                                    "N.$": "States.Format('{}', $.version)"
-                                }
-                            },
-                            "UpdateExpression": "SET execution__status = :status",
-                            "ExpressionAttributeValues": {
-                                ":status": {
-                                    "S": "IN_PROGRESS"
+                                "UpdateExpression": "SET execution__status = :status",
+                                "ExpressionAttributeValues": {
+                                    ":status": {
+                                        "S": "IN_PROGRESS"
+                                    }
                                 }
                             }
                         }
-                    },
-                    "GfeDbBuildJobMock": {
-                        "Type": "Task",
-                        "Resource": "arn:aws:lambda:us-east-1:531868584498:function:GfeDbBuildJobMockFunction",
-                        "ResultPath": "$.s3_path",
-                        "End": true,
-                        "Catch": [
-                            {
-                                "ErrorEquals": [
-                                    "States.ALL"
-                                ],
-                                "Next": "UpdateExecutionStateBuildFailed",
-                                "ResultPath": "$.error"
-                            }
-                        ]
-                    },
-                    "UpdateExecutionStateBuildFailed": {
-                        "Type": "Task",
-                        "Resource": "arn:aws:states:::dynamodb:updateItem",
-                        "ResultPath": null,
-                        "End": true,
-                        "Parameters": {
-                            "TableName": "${ExecutionStateTable}",
-                            "Key": {
-                                "commit__sha": {
-                                    "S.$": "$.commit_sha"
-                                },
-                                "execution__version": {
-                                    "N.$": "States.Format('{}', $.version)"
-                                }
-                            },
-                            "UpdateExpression": "SET execution__status = :status",
-                            "ExpressionAttributeValues": {
-                                ":status": {
-                                    "S": "FAILED"
-                                }
-                            }
+                    }
+                },
+                {
+                    "StartAt": "GfeDbBuildJobMockState",
+                    "States": {
+                        "GfeDbBuildJobMockState": {
+                            "Type": "Task",
+                            "Resource": "arn:aws:lambda:us-east-1:531868584498:function:GfeDbBuildJobMockFunction",
+                            "ResultPath": "$.s3_path",
+                            "End": true
                         }
                     }
                 }
-            }
+            ]
         },
-        "GfeDbLoadMap": {
-            "Type": "Map",
+        "LoadRelease": {
+            "Type": "Parallel",
             "End": true,
-            "MaxConcurrency": 1,
-            "Iterator": {
-                "StartAt": "GfeDbLoadGraph",
-                "States": {
-                    "GfeDbLoadGraph": {
-                        "Type": "Task",
-                        "Resource": "arn:aws:lambda:us-east-1:531868584498:function:GfeDbLoadMockFunction",
-                        "InputPath": "$.s3_path",
-                        "ResultPath": null,
-                        "Catch": [
-                            {
-                                "ErrorEquals": [
-                                    "States.ALL"
-                                ],
-                                "Next": "UpdateExecutionStateLoadFailed",
-                                "ResultPath": "$.error"
-                            }
-                        ],
-                        "Next": "UpdateExecutionStateSuccess"
-                    },
-                    "UpdateExecutionStateSuccess": {
-                        "Type": "Task",
-                        "Resource": "arn:aws:states:::dynamodb:updateItem",
-                        "ResultPath": null,
-                        "End": true,
-                        "Parameters": {
-                            "TableName": "${ExecutionStateTable}",
-                            "Key": {
-                                "commit__sha": {
-                                    "S.$": "$.commit_sha"
-                                },
-                                "execution__version": {
-                                    "N.$": "States.Format('{}', $.version)"
-                                }
-                            },
-                            "UpdateExpression": "SET execution__status = :status",
-                            "ExpressionAttributeValues": {
-                                ":status": {
-                                    "S": "SUCCESS"
-                                }
-                            }
+            "Branches": [
+                {
+                    "StartAt": "InvokeLoadScript",
+                    "States": {
+                        "InvokeLoadScript": {
+                            "Type": "Pass",
+                            "End": true
                         }
-                    },
-                    "UpdateExecutionStateLoadFailed": {
-                        "Type": "Task",
-                        "Resource": "arn:aws:states:::dynamodb:updateItem",
-                        "ResultPath": null,
-                        "End": true,
-                        "Parameters": {
-                            "TableName": "${ExecutionStateTable}",
-                            "Key": {
-                                "commit__sha": {
-                                    "S.$": "$.commit_sha"
-                                },
-                                "execution__version": {
-                                    "N.$": "States.Format('{}', $.version)"
-                                }
-                            },
-                            "UpdateExpression": "SET execution__status = :status",
-                            "ExpressionAttributeValues": {
-                                ":status": {
-                                    "S": "FAILED"
-                                }
-                            }
+                    }
+                },
+                {
+                    "StartAt": "QueueRelease",
+                    "States": {
+                        "QueueRelease": {
+                            "Type": "Pass",
+                            "End": true
                         }
                     }
                 }
-            }
+            ]
         }
     }
 }
\ No newline at end of file

From 923d93828a0eee49c4b4946c076278cc5d2fe184 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Wed, 31 May 2023 17:56:19 -0700
Subject: [PATCH 038/367] queue release for loading

---
 .../statemachines/mock-pipeline.asl.json      |  8 +++-
 gfe-db/pipeline/template.yaml                 | 43 ++++++++++++++++---
 2 files changed, 44 insertions(+), 7 deletions(-)

diff --git a/gfe-db/pipeline/statemachines/mock-pipeline.asl.json b/gfe-db/pipeline/statemachines/mock-pipeline.asl.json
index 4874f79f..b79a1bbf 100644
--- a/gfe-db/pipeline/statemachines/mock-pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/mock-pipeline.asl.json
@@ -64,7 +64,13 @@
                     "StartAt": "QueueRelease",
                     "States": {
                         "QueueRelease": {
-                            "Type": "Pass",
+                            "Type": "Task",
+                            "Resource": "arn:aws:states:::sqs:sendMessage",
+                            "ResultPath": null,
+                            "Parameters": {
+                                "QueueUrl": "${GfeDbLoadReleaseQueueUrl}",
+                                "MessageBody.$": "$"
+                            },
                             "End": true
                         }
                     }
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 9adb8a14..eba615bf 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -543,6 +543,7 @@ Resources:
       DefinitionUri: statemachines/mock-pipeline.asl.json
       DefinitionSubstitutions:
         ExecutionStateTable: !Ref ExecutionStateTable
+        GfeDbLoadReleaseQueueUrl: !Ref GfeDbLoadReleaseQueue
       #   BuildJobDefinition: !Ref BuildJobDefinition
       #   BuildJobName: !Sub '${Stage}-${AppName}-build-job'
       #   BuildJobQueue: !Ref BuildJobQueue
@@ -553,6 +554,10 @@ Resources:
             FunctionName: GfeDbBuildJobMockFunction
         - LambdaInvokePolicy:
             FunctionName: GfeDbLoadMockFunction
+        - SQSSendMessagePolicy:
+            QueueName: !GetAtt GfeDbLoadReleaseQueue.QueueName
+        - DynamoDBWritePolicy:
+            TableName: !Ref ExecutionStateTable
         - Version: "2012-10-17"
           Statement:
             - Effect: "Allow"
@@ -567,12 +572,12 @@ Resources:
                 - "logs:DescribeLogGroups"
               Resource: 
                 - "*"
-        - Version: "2012-10-17"
-          Statement:
-            - Effect: "Allow"
-              Action: 
-                - "dynamodb:UpdateItem"
-              Resource: !GetAtt ExecutionStateTable.Arn
+        # - Version: "2012-10-17"
+        #   Statement:
+        #     - Effect: "Allow"
+        #       Action: 
+        #         - "dynamodb:UpdateItem"
+        #       Resource: !GetAtt ExecutionStateTable.Arn
       #   - Version: "2012-10-17"
       #     Statement:
       #       - Effect: "Allow"
@@ -646,6 +651,32 @@ Resources:
   #       IncludeExecutionData: true
   #       Level: ALL
 
+  GfeDbLoadReleaseQueue:
+    Type: AWS::SQS::Queue
+    Properties:
+      VisibilityTimeout: 300
+      MessageRetentionPeriod: 43200
+      ReceiveMessageWaitTimeSeconds: 20
+      RedrivePolicy:
+        deadLetterTargetArn: !GetAtt GfeDbProcessingDeadLetterQueue.Arn
+        maxReceiveCount: 3
+
+  GfeDbProcessingDeadLetterQueue:
+    Type: AWS::SQS::Queue
+    Properties:
+      VisibilityTimeout: 300
+      MessageRetentionPeriod: 43200
+      ReceiveMessageWaitTimeSeconds: 20
+
+  GfeDbLoadReleaseQueueUrlParameter:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Type: String
+      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/GfeDbLoadReleaseQueueUrl'
+      Description: "URL of gfe-db processing queue"
+      Value: !GetAtt GfeDbLoadReleaseQueue.QueueUrl
+
+  # TODO replace with SQS integration and waitForTaskToken
   LoadNeo4jActivity:
     Type: AWS::StepFunctions::Activity
     Properties: 

From fe0dc65e9104fd0bbe43ed26ca8e6bbe9356028a Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Wed, 31 May 2023 18:11:05 -0700
Subject: [PATCH 039/367] queue release with task token

---
 gfe-db/pipeline/statemachines/mock-pipeline.asl.json | 8 ++++++--
 1 file changed, 6 insertions(+), 2 deletions(-)

diff --git a/gfe-db/pipeline/statemachines/mock-pipeline.asl.json b/gfe-db/pipeline/statemachines/mock-pipeline.asl.json
index b79a1bbf..0f270d1d 100644
--- a/gfe-db/pipeline/statemachines/mock-pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/mock-pipeline.asl.json
@@ -49,6 +49,7 @@
         },
         "LoadRelease": {
             "Type": "Parallel",
+            "OutputPath": "$.[1]",
             "End": true,
             "Branches": [
                 {
@@ -65,11 +66,14 @@
                     "States": {
                         "QueueRelease": {
                             "Type": "Task",
-                            "Resource": "arn:aws:states:::sqs:sendMessage",
+                            "Resource": "arn:aws:states:::sqs:sendMessage.waitForTaskToken",
                             "ResultPath": null,
                             "Parameters": {
                                 "QueueUrl": "${GfeDbLoadReleaseQueueUrl}",
-                                "MessageBody.$": "$"
+                                "MessageBody": {
+                                    "input.$": "$",
+                                    "task_token.$": "$$.Task.Token"
+                                }
                             },
                             "End": true
                         }

From 6ea8119bf52b028d4b589112258bb7f862df8225 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Wed, 31 May 2023 18:22:02 -0700
Subject: [PATCH 040/367] update execution success

---
 .../statemachines/mock-pipeline.asl.json      | 46 ++++++++++++++++++-
 1 file changed, 45 insertions(+), 1 deletion(-)

diff --git a/gfe-db/pipeline/statemachines/mock-pipeline.asl.json b/gfe-db/pipeline/statemachines/mock-pipeline.asl.json
index 0f270d1d..8c779927 100644
--- a/gfe-db/pipeline/statemachines/mock-pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/mock-pipeline.asl.json
@@ -50,7 +50,7 @@
         "LoadRelease": {
             "Type": "Parallel",
             "OutputPath": "$.[1]",
-            "End": true,
+            "Next": "ReportSuccess",
             "Branches": [
                 {
                     "StartAt": "InvokeLoadScript",
@@ -80,6 +80,50 @@
                     }
                 }
             ]
+        },
+        "ReportSuccess": {
+            "Type": "Parallel",
+            "End": true,
+            "OutputPath": "$.[1]",
+            "Branches": [
+                {
+                    "StartAt": "UpdateExecutionStateSuccess",
+                    "States": {
+                        "UpdateExecutionStateSuccess": {
+                            "Type": "Task",
+                            "Resource": "arn:aws:states:::dynamodb:updateItem",
+                            "ResultPath": null,
+                            "End": true,
+                            "Parameters": {
+                                "TableName": "${ExecutionStateTable}",
+                                "Key": {
+                                    "commit__sha": {
+                                        "S.$": "$.commit_sha"
+                                    },
+                                    "execution__version": {
+                                        "N.$": "States.Format('{}', $.version)"
+                                    }
+                                },
+                                "UpdateExpression": "SET execution__status = :status",
+                                "ExpressionAttributeValues": {
+                                    ":status": {
+                                        "S": "SUCCESS"
+                                    }
+                                }
+                            }
+                        }
+                    }
+                },
+                {
+                    "StartAt": "PublishSuccess",
+                    "States": {
+                        "PublishSuccess": {
+                            "Type": "Pass",
+                            "End": true
+                        }
+                    }
+                }
+            ]
         }
     }
 }
\ No newline at end of file

From b87a28ce9789f83ac7a2e3c915152c7fe8373b57 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Wed, 31 May 2023 18:43:21 -0700
Subject: [PATCH 041/367] publish success to topic

---
 .../statemachines/mock-pipeline.asl.json         |  7 ++++++-
 gfe-db/pipeline/template.yaml                    | 16 +++++++++++++++-
 2 files changed, 21 insertions(+), 2 deletions(-)

diff --git a/gfe-db/pipeline/statemachines/mock-pipeline.asl.json b/gfe-db/pipeline/statemachines/mock-pipeline.asl.json
index 8c779927..bc387d66 100644
--- a/gfe-db/pipeline/statemachines/mock-pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/mock-pipeline.asl.json
@@ -118,7 +118,12 @@
                     "StartAt": "PublishSuccess",
                     "States": {
                         "PublishSuccess": {
-                            "Type": "Pass",
+                            "Type": "Task",
+                            "Resource": "arn:aws:states:::sns:publish",
+                            "Parameters": {
+                              "TopicArn": "${GfeDbExecutionResultTopicArn}",
+                              "Message.$": "$"
+                            },
                             "End": true
                         }
                     }
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index eba615bf..66b659b7 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -543,7 +543,8 @@ Resources:
       DefinitionUri: statemachines/mock-pipeline.asl.json
       DefinitionSubstitutions:
         ExecutionStateTable: !Ref ExecutionStateTable
-        GfeDbLoadReleaseQueueUrl: !Ref GfeDbLoadReleaseQueue
+        GfeDbLoadReleaseQueueUrl: !GetAtt GfeDbLoadReleaseQueue.QueueUrl
+        GfeDbExecutionResultTopicArn: !GetAtt GfeDbExecutionResultTopic.TopicArn
       #   BuildJobDefinition: !Ref BuildJobDefinition
       #   BuildJobName: !Sub '${Stage}-${AppName}-build-job'
       #   BuildJobQueue: !Ref BuildJobQueue
@@ -558,6 +559,8 @@ Resources:
             QueueName: !GetAtt GfeDbLoadReleaseQueue.QueueName
         - DynamoDBWritePolicy:
             TableName: !Ref ExecutionStateTable
+        - SNSPublishMessagePolicy:
+            TopicName: !GetAtt GfeDbExecutionResultTopic.TopicName 
         - Version: "2012-10-17"
           Statement:
             - Effect: "Allow"
@@ -676,6 +679,17 @@ Resources:
       Description: "URL of gfe-db processing queue"
       Value: !GetAtt GfeDbLoadReleaseQueue.QueueUrl
 
+  GfeDbExecutionResultTopic:
+    Type: AWS::SNS::Topic
+
+  GfeDbExecutionResultTopicArnParameter:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Type: String
+      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/GfeDbExecutionResultTopicArn'
+      Description: !Sub 'ARN for ${AppName} Data Pipeline Errors SNS topic'
+      Value: !Ref GfeDbExecutionResultTopic
+
   # TODO replace with SQS integration and waitForTaskToken
   LoadNeo4jActivity:
     Type: AWS::StepFunctions::Activity

From c4c844921be4b02ec89a488c7dc7f980b29223c4 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Wed, 31 May 2023 18:50:36 -0700
Subject: [PATCH 042/367] publish success to topic

---
 gfe-db/pipeline/statemachines/mock-pipeline.asl.json | 7 +++++--
 1 file changed, 5 insertions(+), 2 deletions(-)

diff --git a/gfe-db/pipeline/statemachines/mock-pipeline.asl.json b/gfe-db/pipeline/statemachines/mock-pipeline.asl.json
index bc387d66..74d82ead 100644
--- a/gfe-db/pipeline/statemachines/mock-pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/mock-pipeline.asl.json
@@ -121,8 +121,11 @@
                             "Type": "Task",
                             "Resource": "arn:aws:states:::sns:publish",
                             "Parameters": {
-                              "TopicArn": "${GfeDbExecutionResultTopicArn}",
-                              "Message.$": "$"
+                                "TopicArn": "${GfeDbExecutionResultTopicArn}",
+                                "Message": {
+                                    "result": "SUCCESS",
+                                    "input_parameters.$": "$"
+                                }
                             },
                             "End": true
                         }

From 44eb959a7e48be6eeda425021f0c7fa5569b80ac Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Wed, 31 May 2023 19:21:18 -0700
Subject: [PATCH 043/367] fail or succeed execution

---
 .../statemachines/mock-pipeline.asl.json      | 78 ++++++++++++++++++-
 1 file changed, 76 insertions(+), 2 deletions(-)

diff --git a/gfe-db/pipeline/statemachines/mock-pipeline.asl.json b/gfe-db/pipeline/statemachines/mock-pipeline.asl.json
index 74d82ead..54e06a9e 100644
--- a/gfe-db/pipeline/statemachines/mock-pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/mock-pipeline.asl.json
@@ -5,6 +5,14 @@
             "Type": "Parallel",
             "Next": "LoadRelease",
             "OutputPath": "$.[1]",
+            "Catch": [
+                {
+                    "ErrorEquals": [
+                        "States.ALL"
+                    ],
+                    "Next": "ReportFailure"
+                }
+            ],
             "Branches": [
                 {
                     "StartAt": "UpdateExecutionStateInProgress",
@@ -51,6 +59,14 @@
             "Type": "Parallel",
             "OutputPath": "$.[1]",
             "Next": "ReportSuccess",
+            "Catch": [
+                {
+                    "ErrorEquals": [
+                        "States.ALL"
+                    ],
+                    "Next": "ReportFailure"
+                }
+            ],
             "Branches": [
                 {
                     "StartAt": "InvokeLoadScript",
@@ -81,10 +97,65 @@
                 }
             ]
         },
+        "ReportFailure": {
+            "Type": "Parallel",
+            "Next": "PipelineFailure",
+            "InputPath": "$$.Execution.Input",
+            "Branches": [
+                {
+                    "StartAt": "UpdateExecutionStateFailure",
+                    "States": {
+                        "UpdateExecutionStateFailure": {
+                            "Type": "Task",
+                            "Resource": "arn:aws:states:::dynamodb:updateItem",
+                            "ResultPath": null,
+                            "End": true,
+                            "Parameters": {
+                                "TableName": "${ExecutionStateTable}",
+                                "Key": {
+                                    "commit__sha": {
+                                        "S.$": "$.commit_sha"
+                                    },
+                                    "execution__version": {
+                                        "N.$": "States.Format('{}', $.version)"
+                                    }
+                                },
+                                "UpdateExpression": "SET execution__status = :status",
+                                "ExpressionAttributeValues": {
+                                    ":status": {
+                                        "S": "FAILED"
+                                    }
+                                }
+                            }
+                        }
+                    }
+                },
+                {
+                    "StartAt": "PublishFailure",
+                    "States": {
+                        "PublishFailure": {
+                            "Type": "Task",
+                            "Resource": "arn:aws:states:::sns:publish",
+                            "Parameters": {
+                                "TopicArn": "${GfeDbExecutionResultTopicArn}",
+                                "Message": {
+                                    "result": "FAILED",
+                                    "input_parameters.$": "$"
+                                }
+                            },
+                            "End": true
+                        }
+                    }
+                }
+            ]
+        },
+        "PipelineFailure": {
+            "Type": "Fail"
+        },
         "ReportSuccess": {
             "Type": "Parallel",
-            "End": true,
-            "OutputPath": "$.[1]",
+            "Next": "PipelineSuccess",
+            "InputPath": "$$.Execution.Input",
             "Branches": [
                 {
                     "StartAt": "UpdateExecutionStateSuccess",
@@ -132,6 +203,9 @@
                     }
                 }
             ]
+        },
+        "PipelineSuccess": {
+            "Type": "Succeed"
         }
     }
 }
\ No newline at end of file

From a8e6a72b45abcf5db82d67f2781bd45a4529488e Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 1 Jun 2023 18:37:28 -0700
Subject: [PATCH 044/367] retrieve input parameters from SQS

---
 gfe-db/database/Makefile                      |   3 +-
 gfe-db/database/config/scripts/load_db.sh     |   4 +-
 gfe-db/database/config/scripts/start_task.sh  | 148 +++++++++---------
 .../functions/invoke_load_script/app.py       |   4 +
 gfe-db/pipeline/template.yaml                 |  14 +-
 5 files changed, 92 insertions(+), 81 deletions(-)

diff --git a/gfe-db/database/Makefile b/gfe-db/database/Makefile
index cba3e6ec..1a44d3ce 100644
--- a/gfe-db/database/Makefile
+++ b/gfe-db/database/Makefile
@@ -92,8 +92,9 @@ service.backup:
 		--targets "Key=instanceids,Values=${INSTANCE_ID}" \
 		--comment "${STAGE}=${APP_NAME} backup service" 2>&1 | tee -a $$CFN_LOG_PATH || true
 
+# @aws s3 ls --recursive s3://${DATA_BUCKET_NAME}/backups/neo4j/ | cut -d' ' -f7 | cut -d'/' -f3-6
 service.backup.list:
-	@aws s3 ls --recursive s3://${DATA_BUCKET_NAME}/backups/neo4j/ | cut -d' ' -f7 | cut -d'/' -f3-6
+	@aws s3 ls --recursive --human-readable s3://${DATA_BUCKET_NAME}/backups/neo4j/
 
 # TODO add confirmation with prequisites (warnings to avoid losing data, make sure scripts are synced etc.) ✅
 # TODO database restore: validate date parameter is given ✅ and in the correct format ✅
diff --git a/gfe-db/database/config/scripts/load_db.sh b/gfe-db/database/config/scripts/load_db.sh
index bfddd8e9..720b2a8b 100644
--- a/gfe-db/database/config/scripts/load_db.sh
+++ b/gfe-db/database/config/scripts/load_db.sh
@@ -1,4 +1,4 @@
-# #!/bin/bash -x
+#!/bin/bash -x
 
 export BITNAMI_HOME=/home/bitnami
 
@@ -19,6 +19,8 @@ fi
 NEO4J_CYPHER_PATH=$NEO4J_HOME/cypher
 NEO4J_IMPORT_PATH=/bitnami/neo4j/import
 S3_NEO4J_CYPHER_PATH=config/neo4j/cypher
+
+# TODO redundant, also available in state machine execution
 S3_CSV_PATH=data/$RELEASE/csv
 
 # exit 1
diff --git a/gfe-db/database/config/scripts/start_task.sh b/gfe-db/database/config/scripts/start_task.sh
index 5ca311b8..be71585d 100644
--- a/gfe-db/database/config/scripts/start_task.sh
+++ b/gfe-db/database/config/scripts/start_task.sh
@@ -2,8 +2,6 @@
 
 set -e
 
-# TODO remove the application logic to make this script agnostic
-
 # Send task failure if script errors
 send_result () {
     if [[ $status = "SUCCESS" ]]; then
@@ -26,75 +24,81 @@ trap 'cause="Error on line $LINENO" && error=$? && send_result && kill 0' ERR
 
 export AWS_REGION=$(curl --silent http://169.254.169.254/latest/dynamic/instance-identity/document | jq -r '.region')
 
-export PARAMS=$1
-if [[ -z $PARAMS ]]; then
-    echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - No parameters found"
-    exit 1
-else
-    echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Found parameters:"
-    echo "$PARAMS"
-fi
-
-export ACTIVITY_ARN=$(echo $PARAMS | jq -r '.params.activity_arn')
-
-# TODO can now source APP_NAME and STAGE from env.sh
-export APP_NAME=$(echo $PARAMS | jq -r '.params.app_name')
-
-echo "ACTIVITY_ARN=$ACTIVITY_ARN"
-echo "APP_NAME=$APP_NAME"
-
-# Poll StepFunctions API for new activities
-echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Polling for new activities..."
-export ACTIVITY=$(aws stepfunctions get-activity-task \
-    --activity-arn $ACTIVITY_ARN \
-    --worker-name $APP_NAME \
-    --region $AWS_REGION)
-
-echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Activity found"
-
-export TASK_TOKEN=$(echo $ACTIVITY | jq -r '.taskToken')
-export TASK_INPUT=$(echo $ACTIVITY | jq -r '.input')
-
-echo "TASK_TOKEN=$TASK_TOKEN"
-echo "TASK_INPUT=$TASK_INPUT"
-
-export RELEASE=$(echo $TASK_INPUT | jq -r '.RELEASES')
-export ALIGN=$(echo $TASK_INPUT | jq -r '.ALIGN')
-export KIR=$(echo $TASK_INPUT | jq -r '.KIR')
-
-echo "RELEASE=$RELEASE"
-echo "ALIGN=$ALIGN"
-echo "KIR=$KIR"
-
-# Check for release argument
-if [[ -z $RELEASE ]]; then
-    echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Release version not found"
-    kill -1 $$
-else
-    echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Starting load process for $RELEASE"
-fi
-
-# TODO: parameterize heartbeat and set interval / 2
-export HEARTBEAT_INTERVAL=30
-bash send_heartbeat.sh &
-send_heartbeat_pid=$!
-
-# Run task - invoke load script 
-bash load_db.sh $RELEASE
-TASK_EXIT_STATUS=$?
-echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Task exit status: $TASK_EXIT_STATUS"
-
-# Send TaskSuccess token to StepFunctions
-if [[ $TASK_EXIT_STATUS != "0" ]]; then
-    status="FAILED"
-    error="$TASK_EXIT_STATUS"
-    cause="Error on line $LINENO"
-    send_result
-    kill 0
-else
-    status="SUCCESS"
-    send_result
-    kill $send_heartbeat_pid
-fi
+# while loop using aws sqs receive-message to fetch a message from the queue, process it, and delete it
+QUEUE_URL="https://sqs.us-east-1.amazonaws.com/531868584498/dev-gfe-db-pipeline-GfeDbLoadReleaseQueue-Lauwwh5Y8Uir"
+
+while true; do
+
+    message=$(aws sqs receive-message \
+        --queue-url $QUEUE_URL \
+        --max-number-of-messages 1 \
+        --region us-east-1)
+
+    if [[ -z $message ]]; then
+        echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - No messages found"
+        break
+
+    else
+        echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Message found"
+        echo "$message" | jq -r
+
+        export RECEIPT_HANDLE=$(echo "$message" | jq -r '.Messages[0].ReceiptHandle')
+        export PARAMS=$(echo "$message" | jq -r '.Messages[0].Body')
+        export TASK_TOKEN=$(echo "$PARAMS" | jq -r '.task_token')
+        export RELEASE=$(echo "$PARAMS" | jq -r '.input.version')
+
+        # Debug: create for loop to print RECEIPT_HANDLE, PARAMS, TASK_TOKEN, RELEASE
+        for var in RECEIPT_HANDLE PARAMS TASK_TOKEN RELEASE; do
+            echo "$var=${!var}"
+        done
+
+        echo "TASK_TOKEN=$TASK_TOKEN"
+        echo "RELEASE=$RELEASE"
+
+        # Check for release argument
+        if [[ -z $RELEASE ]]; then
+            echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Release version not found"
+            kill -1 $$
+        else
+            echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Starting load process for $RELEASE"
+        fi
+
+        # TODO BOOKMARK
+        # Run task - invoke load script 
+        # TODO get s3 path from message
+        bash load_db.sh $RELEASE
+        TASK_EXIT_STATUS=$?
+        echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Task exit status: $TASK_EXIT_STATUS"
+
+        # Send TaskSuccess token to StepFunctions
+        if [[ $TASK_EXIT_STATUS != "0" ]]; then
+            status="FAILED"
+            error="$TASK_EXIT_STATUS"
+            cause="Error on line $LINENO"
+            send_result
+
+            # Return message to queue after failed processing
+            aws sqs change-message-visibility \
+                --queue-url $QUEUE_URL \
+                --receipt-handle $RECEIPT_HANDLE \
+                --visibility-timeout 0 \
+                --region us-east-1
+            echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Message returned to queue"
+
+        else
+            status="SUCCESS"
+            send_result
+
+            # Delete message from queue after successful processing
+            aws sqs delete-message \
+                --queue-url $QUEUE_URL \
+                --receipt-handle $RECEIPT_HANDLE \
+                --region us-east-1
+            echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Message deleted"
+
+        fi
+    fi
 
+### end while loop
+done
 exit 0
diff --git a/gfe-db/pipeline/functions/invoke_load_script/app.py b/gfe-db/pipeline/functions/invoke_load_script/app.py
index 8226e4d3..2634f99e 100644
--- a/gfe-db/pipeline/functions/invoke_load_script/app.py
+++ b/gfe-db/pipeline/functions/invoke_load_script/app.py
@@ -25,6 +25,7 @@
 source_info_default = neo4j_load_query_document_parameters["sourceInfo"]["default"]
 
 # TODO BOOKMARK 5/31/23: Check if Neo4jLoadQueryDocument is already running, if it is exit 0 
+# TODO Remove `parameters` from `ssm.send_command` call
 def lambda_handler(event, context):
     """Invoke SSM Run Command for server side loading on Neo4j
 
@@ -45,6 +46,7 @@ def lambda_handler(event, context):
 
     logger.info(json.dumps(event))
 
+    # TODO DEPRECATED
     # Update params for this execution
     params = {
         "params": {
@@ -53,6 +55,8 @@ def lambda_handler(event, context):
         }
     }
 
+    # TODO DEPRECATED: remove params JSON argument, this function only needs to trigger the SSM document which
+    # will fetch params from SQS
     # Include params JSON as command line argument
     cmd = f"{command_line_default} \'{json.dumps(params)}\'"
 
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 66b659b7..a5da0604 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -657,19 +657,19 @@ Resources:
   GfeDbLoadReleaseQueue:
     Type: AWS::SQS::Queue
     Properties:
-      VisibilityTimeout: 300
-      MessageRetentionPeriod: 43200
-      ReceiveMessageWaitTimeSeconds: 20
+      VisibilityTimeout: 43200
+      MessageRetentionPeriod: 1209600
+      ReceiveMessageWaitTimeSeconds: 5
       RedrivePolicy:
         deadLetterTargetArn: !GetAtt GfeDbProcessingDeadLetterQueue.Arn
-        maxReceiveCount: 3
+        maxReceiveCount: 1
 
   GfeDbProcessingDeadLetterQueue:
     Type: AWS::SQS::Queue
     Properties:
-      VisibilityTimeout: 300
-      MessageRetentionPeriod: 43200
-      ReceiveMessageWaitTimeSeconds: 20
+      VisibilityTimeout: 43200
+      MessageRetentionPeriod: 1209600
+      ReceiveMessageWaitTimeSeconds: 10
 
   GfeDbLoadReleaseQueueUrlParameter:
     Type: AWS::SSM::Parameter

From 7be091327371611f063ecc1c6a43299696653a1b Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 2 Jun 2023 17:28:53 -0700
Subject: [PATCH 045/367] fix S3 asset paths

---
 gfe-db/database/Makefile                      |  4 ++--
 gfe-db/database/config/scripts/load_db.sh     | 14 ++++++++---
 gfe-db/database/config/scripts/start_task.sh  |  2 +-
 gfe-db/database/template.yaml                 | 23 +++++++++++--------
 .../functions/invoke_load_script/app.py       |  2 +-
 gfe-db/pipeline/template.yaml                 |  7 +++---
 6 files changed, 33 insertions(+), 19 deletions(-)

diff --git a/gfe-db/database/Makefile b/gfe-db/database/Makefile
index 1a44d3ce..e5e7d914 100644
--- a/gfe-db/database/Makefile
+++ b/gfe-db/database/Makefile
@@ -36,7 +36,7 @@ service.config.neo4j.deploy: service.config.update-dns
 
 service.config.scripts.deploy:
 	@script_s3_path=s3://$$DATA_BUCKET_NAME/$${CONFIG_S3_PATH}/${SERVICE}/scripts/ && \
-	echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deploying backup script to $$script_s3_path" 2>&1 \
+	echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deploying scripts to $$script_s3_path" 2>&1 \
 		| tee -a $$CFN_LOG_PATH && \
 	aws s3 cp --recursive config/scripts/ $$script_s3_path
 
@@ -46,7 +46,7 @@ service.config.scripts.sync: service.config.scripts.deploy
 	aws ssm send-command \
 		--document-name "$$document_name" \
 		--targets "Key=instanceids,Values=${INSTANCE_ID}" \
-		--comment "${STAGE}=${APP_NAME} backup service" 2>&1 | tee -a $$CFN_LOG_PATH || true
+		--comment "Sync scripts to database instance" 2>&1 | tee -a $$CFN_LOG_PATH || true
 
 service.config.cloudwatch-agent.deploy:
 	@mkdir -p config/amazon-cloudwatch-agent/tmp/ 
diff --git a/gfe-db/database/config/scripts/load_db.sh b/gfe-db/database/config/scripts/load_db.sh
index 720b2a8b..b8a30720 100644
--- a/gfe-db/database/config/scripts/load_db.sh
+++ b/gfe-db/database/config/scripts/load_db.sh
@@ -18,13 +18,11 @@ fi
 # Set paths
 NEO4J_CYPHER_PATH=$NEO4J_HOME/cypher
 NEO4J_IMPORT_PATH=/bitnami/neo4j/import
-S3_NEO4J_CYPHER_PATH=config/neo4j/cypher
+S3_NEO4J_CYPHER_PATH=config/database/neo4j/cypher # TODO use SERVICE variable (database)
 
 # TODO redundant, also available in state machine execution
 S3_CSV_PATH=data/$RELEASE/csv
 
-# exit 1
-
 if [[ -z $AWS_REGION ]]; then
     export AWS_REGION=$(curl --silent http://169.254.169.254/latest/dynamic/instance-identity/document | jq -r '.region')
 fi
@@ -59,6 +57,12 @@ fi
 # Get most recent Cypher scripts
 echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Fetching most recent Cypher scripts"
 aws s3 cp --recursive s3://$DATA_BUCKET_NAME/$S3_NEO4J_CYPHER_PATH/ $NEO4J_CYPHER_PATH
+# TODO check error status of aws s3 cp and abort if not zero
+[ $? -eq 0 ] || exit 1
+# TODO validate file was downloaded, abort if not, so that a failure signal can be sent to Step Functions
+
+# # TODO DEBUG
+# exit 1
 
 # Download data to NEO4J_HOME/import
 echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Downloading CSV data for release $RELEASE"
@@ -68,6 +72,9 @@ aws s3 cp --recursive s3://$DATA_BUCKET_NAME/$S3_CSV_PATH/ $NEO4J_IMPORT_PATH/
 mkdir -p $NEO4J_CYPHER_PATH/tmp/$RELEASE/
 cat $NEO4J_CYPHER_PATH/load.cyp | sed "s/RELEASE/$RELEASE/g" > $NEO4J_CYPHER_PATH/tmp/$RELEASE/load.$RELEASE.cyp
 
+# check error status of sed and abort if not zero
+[ -f $NEO4J_CYPHER_PATH/tmp/$RELEASE/load.$RELEASE.cyp ] || exit 1
+
 echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Executing query"
 echo "****** Begin Cypher ******"
 printf "$(cat $NEO4J_CYPHER_PATH/tmp/$RELEASE/load.$RELEASE.cyp)\n"
@@ -84,6 +91,7 @@ cat $NEO4J_CYPHER_PATH/tmp/$RELEASE/load.$RELEASE.cyp | \
         --format verbose
 
 LOAD_EXIT_STATUS=$?
+echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - cypher-shell returned status $LOAD_EXIT_STATUS"
 
 if [[ $LOAD_EXIT_STATUS -eq 0 ]]; then
     echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Load complete"
diff --git a/gfe-db/database/config/scripts/start_task.sh b/gfe-db/database/config/scripts/start_task.sh
index be71585d..2280f07d 100644
--- a/gfe-db/database/config/scripts/start_task.sh
+++ b/gfe-db/database/config/scripts/start_task.sh
@@ -63,7 +63,7 @@ while true; do
             echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Starting load process for $RELEASE"
         fi
 
-        # TODO BOOKMARK
+        # TODO BOOKMARK: 1) copy test data to S3 path 2) run this script
         # Run task - invoke load script 
         # TODO get s3 path from message
         bash load_db.sh $RELEASE
diff --git a/gfe-db/database/template.yaml b/gfe-db/database/template.yaml
index 5753e5bf..01fbaa36 100644
--- a/gfe-db/database/template.yaml
+++ b/gfe-db/database/template.yaml
@@ -101,14 +101,11 @@ Resources:
           IpProtocol: tcp
           ToPort: 7687
           Description: Neo4j Bolt driver access (required)
-        # - CidrIp: 0.0.0.0/0
-        #   FromPort: 22
-        #   IpProtocol: tcp
-        #   ToPort: 22
-        #   Description: Update IP to use MyIP
-      Tags:
-        - Key: Name
-          Value: !Sub '${Stage}-${AppName}-neo4j-sg'
+        - CidrIp: 0.0.0.0/0
+          FromPort: 22
+          IpProtocol: tcp
+          ToPort: 22
+          Description: Update IP to use MyIP
 
   Neo4jDatabaseSecurityGroupNameParameter:
     Type: AWS::SSM::Parameter
@@ -183,7 +180,7 @@ Resources:
           dpkg -i /tmp/ssm/amazon-ssm-agent.deb
           systemctl enable amazon-ssm-agent
           systemctl start amazon-ssm-agent
-          # Permanently set application environment variables (these should never change for the duration of the deployment) # TODO: Move to Makefile target
+          # Permanently set application environment variables (these should never change for the duration of the deployment) # TODO: Move to Makefile target and use SSM parameters
           echo "STAGE=${Stage}" >> $BITNAMI_HOME/env.sh
           echo "APP_NAME=${AppName}" >> $BITNAMI_HOME/env.sh
           echo "SERVICE_NAME=${ServiceName}" >> $BITNAMI_HOME/env.sh
@@ -242,6 +239,7 @@ Resources:
         - arn:aws:iam::aws:policy/CloudWatchAgentServerPolicy
         - arn:aws:iam::aws:policy/AmazonSSMManagedInstanceCore
       Path: /
+      # TODO parameterize resource ARNs
       Policies:
         - PolicyName: !Sub '${Stage}-${AppName}-Neo4jDatabasePolicy'
           PolicyDocument:
@@ -280,6 +278,13 @@ Resources:
                   - "states:SendTaskFailure"
                 Resource:
                   - "*"
+              - Effect: "Allow"
+                Action: 
+                  - "sqs:ReceiveMessage"
+                  - "sqs:DeleteMessage"
+                  - "sqs:ChangeMessageVisibility"
+                Resource:
+                  - "*"
   
   Neo4jDatabaseInstanceProfile:
     Type: AWS::IAM::InstanceProfile
diff --git a/gfe-db/pipeline/functions/invoke_load_script/app.py b/gfe-db/pipeline/functions/invoke_load_script/app.py
index 2634f99e..c4d9319b 100644
--- a/gfe-db/pipeline/functions/invoke_load_script/app.py
+++ b/gfe-db/pipeline/functions/invoke_load_script/app.py
@@ -35,7 +35,7 @@ def lambda_handler(event, context):
         --document-name "dev-gfe-db-database-Neo4jLoadQueryDocument-UgYcOg48yiQB" \
         --document-version "1" \
         --targets '[{"Key":"InstanceIds","Values":["i-0f8ec07e314226283"]}]' \
-        --parameters '{"executionTimeout":["3600"],"sourceInfo":["{\"path\":\"https://<data bucket name>.s3.amazonaws.com/config/scripts/load_db.sh\"}"],"sourceType":["S3"],"workingDirectory":["/home/ubuntu"],"commandLine":["bash load_db.sh"]}' \
+        --parameters '{"executionTimeout":["3600"],"sourceInfo":["{\"path\":\"https://<data bucket name>.s3.amazonaws.com/config/database/scripts/load_db.sh\"}"],"sourceType":["S3"],"workingDirectory":["/home/ubuntu"],"commandLine":["bash load_db.sh"]}' \
         --timeout-seconds 600 \
         --max-concurrency "50" \
         --max-errors "0" \
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index a5da0604..98fb720c 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -775,7 +775,7 @@ Resources:
             type: "StringMap"
             description: !Sub "Downloads all files under the ${AppName} scripts prefix"
             default:
-              path: !Sub 'https://{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}.s3.amazonaws.com/config/scripts/'
+              path: !Sub 'https://{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}.s3.amazonaws.com/config/database/scripts/'
           commandLine:
             type: "String"
             description: "These commands are invoked by a Lambda script which sets the correct parameters (Refer to documentation)."
@@ -815,6 +815,7 @@ Resources:
       Description: "Name of SSM document for loading Neo4j"
       Value: !Ref Neo4jLoadQueryDocument
 
+  # TODO verify that this works, had problem with file's content not showing up in files on db instance
   DatabaseSyncScriptsDocument: 
     Type: AWS::SSM::Document
     Properties:
@@ -833,11 +834,11 @@ Resources:
             type: "StringMap"
             description: !Sub "Downloads all files under the ${AppName} scripts prefix"
             default:
-              path: !Sub 'https://{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}.s3.amazonaws.com/config/scripts/'
+              path: !Sub 'https://{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}.s3.amazonaws.com/config/database/scripts/'
           commandLine:
             type: "String"
             description: "Deletes ETag files created by SSM Agent."
-            default: 'rm *.etag && find . \( -name "*.sh" -o -name "Makefile" -o -name "init" \) -exec chown bitnami {} \; && find . \( -name "*.sh" -o -name "Makefile" -o -name "init" \) -exec chgrp bitnami {} \;'
+            default: 'rm -f *.etag && find . \( -name "*.sh" -o -name "Makefile" -o -name "init" \) -exec chown bitnami {} \; && find . \( -name "*.sh" -o -name "Makefile" -o -name "init" \) -exec chgrp bitnami {} \;'
           workingDirectory:
             type: "String"
             description: "Working directory"

From fb3ba3c13978f997e9124583f6b725c3b78c674c Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 4 Jun 2023 16:29:39 -0700
Subject: [PATCH 046/367] fix cypher scripts path

---
 gfe-db/database/Makefile                | 3 ++-
 gfe-db/database/config/scripts/Makefile | 1 +
 gfe-db/pipeline/template.yaml           | 5 +++--
 3 files changed, 6 insertions(+), 3 deletions(-)

diff --git a/gfe-db/database/Makefile b/gfe-db/database/Makefile
index e5e7d914..88b8ccb6 100644
--- a/gfe-db/database/Makefile
+++ b/gfe-db/database/Makefile
@@ -30,9 +30,10 @@ service.check-key-pair: ##=> Checks if the key pair already exists and creates i
 
 service.config.deploy: service.config.neo4j.deploy service.config.scripts.deploy service.config.cloudwatch-agent.deploy
 
+# TODO consolidate all config files into one command, by service layer
 service.config.neo4j.deploy: service.config.update-dns
 	@aws s3 cp config/neo4j/neo4j.conf s3://$$DATA_BUCKET_NAME/$${CONFIG_S3_PATH}/${SERVICE}/neo4j/neo4j.conf 2>&1 | tee -a $$CFN_LOG_PATH
-	@aws s3 cp --recursive config/neo4j/cypher/ s3://$$DATA_BUCKET_NAME/$${CONFIG_S3_PATH}/${SERVICE}/neo4j/ 2>&1 | tee -a $$CFN_LOG_PATH
+	@aws s3 cp --recursive config/neo4j/cypher/ s3://$$DATA_BUCKET_NAME/$${CONFIG_S3_PATH}/${SERVICE}/neo4j/cypher/ 2>&1 | tee -a $$CFN_LOG_PATH
 
 service.config.scripts.deploy:
 	@script_s3_path=s3://$$DATA_BUCKET_NAME/$${CONFIG_S3_PATH}/${SERVICE}/scripts/ && \
diff --git a/gfe-db/database/config/scripts/Makefile b/gfe-db/database/config/scripts/Makefile
index 2a2a5724..9aa0f9bf 100644
--- a/gfe-db/database/config/scripts/Makefile
+++ b/gfe-db/database/config/scripts/Makefile
@@ -126,6 +126,7 @@ neo4j.plugins.install-gds:
 	@echo "Cleaning up"
 	@rm neo4j-graph-data-science-${GDS_VERSION}.zip
 
+# TODO separate copy action from cypher-shell action
 neo4j.init:
 	@mkdir -p ${NEO4J_HOME}/backups ${NEO4J_HOME}/cypher
 	@echo "Fetching Cypher scripts from S3..."
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 98fb720c..b3edea91 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -816,6 +816,7 @@ Resources:
       Value: !Ref Neo4jLoadQueryDocument
 
   # TODO verify that this works, had problem with file's content not showing up in files on db instance
+  # TODO move to database layer
   DatabaseSyncScriptsDocument: 
     Type: AWS::SSM::Document
     Properties:
@@ -834,11 +835,11 @@ Resources:
             type: "StringMap"
             description: !Sub "Downloads all files under the ${AppName} scripts prefix"
             default:
-              path: !Sub 'https://{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}.s3.amazonaws.com/config/database/scripts/'
+              path: !Sub 'https://{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}.s3.amazonaws.com/${ConfigS3Path}/database/scripts/'
           commandLine:
             type: "String"
             description: "Deletes ETag files created by SSM Agent."
-            default: 'rm -f *.etag && find . \( -name "*.sh" -o -name "Makefile" -o -name "init" \) -exec chown bitnami {} \; && find . \( -name "*.sh" -o -name "Makefile" -o -name "init" \) -exec chgrp bitnami {} \;'
+            default: 'find . -name "*.etag" -exec rm -f {} \; && find . \( -name "*.sh" -o -name "Makefile" -o -name "init" \) -exec chown bitnami {} \; && find . \( -name "*.sh" -o -name "Makefile" -o -name "init" \) -exec chgrp bitnami {} \;'
           workingDirectory:
             type: "String"
             description: "Working directory"

From 399a4616eb6ccc012ef3e19f6c24bfa3d0a96978 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 4 Jun 2023 17:55:44 -0700
Subject: [PATCH 047/367] step functions activity for LoadRelease state

---
 gfe-db/database/config/scripts/start_task.sh  | 89 +++++++++----------
 .../functions/invoke_load_script/app.py       |  4 +-
 .../statemachines/mock-pipeline.asl.json      | 15 +---
 gfe-db/pipeline/template.yaml                 | 22 +++--
 4 files changed, 66 insertions(+), 64 deletions(-)

diff --git a/gfe-db/database/config/scripts/start_task.sh b/gfe-db/database/config/scripts/start_task.sh
index 2280f07d..a990558d 100644
--- a/gfe-db/database/config/scripts/start_task.sh
+++ b/gfe-db/database/config/scripts/start_task.sh
@@ -1,6 +1,26 @@
 #!/bin/bash -x
 
-set -e
+# check that APP_NAME and AWS_REGION are set from the environment
+if [[ -z $APP_NAME ]]; then
+    echo "APP_NAME environment variable not set"
+    exit 1
+fi
+
+if [[ -z $AWS_REGION ]]; then
+    echo "AWS_REGION environment variable not set"
+    exit 1
+fi
+
+ACTIVITY_ARN=$(aws ssm get-parameter \
+    --name "/${APP_NAME}/${STAGE}/${AWS_REGION}/LoadReleaseActivityArn" \
+    --query "Parameter.Value" \
+    --output text \
+    --region "$AWS_REGION")
+
+if [[ -z $ACTIVITY_ARN ]]; then
+    echo "ACTIVITY_ARN environment variable not set"
+    exit 1
+fi
 
 # Send task failure if script errors
 send_result () {
@@ -9,48 +29,37 @@ send_result () {
         aws stepfunctions send-task-success \
             --task-token "$TASK_TOKEN" \
             --task-output "{\"status\":\"$status\"}" \
-            --region $AWS_REGION
+            --region "$AWS_REGION"
     else
         echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Sending task failure"
         aws stepfunctions send-task-failure \
             --task-token "$TASK_TOKEN" \
             --cause "$cause" \
             --error "$error" \
-            --region $AWS_REGION
+            --region "$AWS_REGION"
     fi
 }
 
 trap 'cause="Error on line $LINENO" && error=$? && send_result && kill 0' ERR
-
-export AWS_REGION=$(curl --silent http://169.254.169.254/latest/dynamic/instance-identity/document | jq -r '.region')
-
-# while loop using aws sqs receive-message to fetch a message from the queue, process it, and delete it
-QUEUE_URL="https://sqs.us-east-1.amazonaws.com/531868584498/dev-gfe-db-pipeline-GfeDbLoadReleaseQueue-Lauwwh5Y8Uir"
-
 while true; do
 
-    message=$(aws sqs receive-message \
-        --queue-url $QUEUE_URL \
-        --max-number-of-messages 1 \
-        --region us-east-1)
+    # Poll StepFunctions API for new activities
+    echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Polling for new activities..."
+    export ACTIVITY=$(aws stepfunctions get-activity-task \
+        --activity-arn "$ACTIVITY_ARN" \
+        --worker-name "$APP_NAME" \
+        --region "$AWS_REGION")
 
-    if [[ -z $message ]]; then
-        echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - No messages found"
+    if [[ -z $ACTIVITY ]]; then
+        echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - No activities found"
         break
 
     else
-        echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Message found"
-        echo "$message" | jq -r
+        echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Activity found"
+        echo "$ACTIVITY" | jq -r
 
-        export RECEIPT_HANDLE=$(echo "$message" | jq -r '.Messages[0].ReceiptHandle')
-        export PARAMS=$(echo "$message" | jq -r '.Messages[0].Body')
-        export TASK_TOKEN=$(echo "$PARAMS" | jq -r '.task_token')
-        export RELEASE=$(echo "$PARAMS" | jq -r '.input.version')
-
-        # Debug: create for loop to print RECEIPT_HANDLE, PARAMS, TASK_TOKEN, RELEASE
-        for var in RECEIPT_HANDLE PARAMS TASK_TOKEN RELEASE; do
-            echo "$var=${!var}"
-        done
+        export TASK_TOKEN=$(echo "$ACTIVITY" | jq -r '.taskToken')
+        export RELEASE=$(echo "$ACTIVITY" | jq -r '.input' | jq '.version')
 
         echo "TASK_TOKEN=$TASK_TOKEN"
         echo "RELEASE=$RELEASE"
@@ -63,9 +72,13 @@ while true; do
             echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Starting load process for $RELEASE"
         fi
 
-        # TODO BOOKMARK: 1) copy test data to S3 path 2) run this script
+        # TODO: parameterize heartbeat and set interval / 2
+        export HEARTBEAT_INTERVAL=30
+        bash send_heartbeat.sh &
+        send_heartbeat_pid=$!
+
         # Run task - invoke load script 
-        # TODO get s3 path from message
+        # TODO get s3 path from step functions payload
         bash load_db.sh $RELEASE
         TASK_EXIT_STATUS=$?
         echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Task exit status: $TASK_EXIT_STATUS"
@@ -76,29 +89,15 @@ while true; do
             error="$TASK_EXIT_STATUS"
             cause="Error on line $LINENO"
             send_result
-
-            # Return message to queue after failed processing
-            aws sqs change-message-visibility \
-                --queue-url $QUEUE_URL \
-                --receipt-handle $RECEIPT_HANDLE \
-                --visibility-timeout 0 \
-                --region us-east-1
-            echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Message returned to queue"
+            kill 0
 
         else
             status="SUCCESS"
             send_result
-
-            # Delete message from queue after successful processing
-            aws sqs delete-message \
-                --queue-url $QUEUE_URL \
-                --receipt-handle $RECEIPT_HANDLE \
-                --region us-east-1
-            echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Message deleted"
+            kill $send_heartbeat_pid
 
         fi
     fi
-
-### end while loop
 done
+
 exit 0
diff --git a/gfe-db/pipeline/functions/invoke_load_script/app.py b/gfe-db/pipeline/functions/invoke_load_script/app.py
index c4d9319b..3e079942 100644
--- a/gfe-db/pipeline/functions/invoke_load_script/app.py
+++ b/gfe-db/pipeline/functions/invoke_load_script/app.py
@@ -8,7 +8,7 @@
 
 neo4j_load_query_document_name = os.environ["NEO4J_LOAD_QUERY_DOCUMENT_NAME"]
 neo4j_database_instance_id_param = os.environ["NEO4J_DATABASE_INSTANCE_ID_SSM_PARAM"]
-load_neo4j_activity = os.environ["LOAD_NEO4J_ACTIVITY"]
+# load_neo4j_activity = os.environ["LOAD_NEO4J_ACTIVITY"] # TODO DEPRECATED, moved to SSM Parameter Store
 app_name = os.environ["APP_NAME"]
 
 # Get SSM Document Neo4jLoadQuery
@@ -51,7 +51,7 @@ def lambda_handler(event, context):
     params = {
         "params": {
             "app_name": app_name,
-            "activity_arn": load_neo4j_activity,
+            # "activity_arn": load_neo4j_activity,
         }
     }
 
diff --git a/gfe-db/pipeline/statemachines/mock-pipeline.asl.json b/gfe-db/pipeline/statemachines/mock-pipeline.asl.json
index 54e06a9e..75061c87 100644
--- a/gfe-db/pipeline/statemachines/mock-pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/mock-pipeline.asl.json
@@ -78,19 +78,12 @@
                     }
                 },
                 {
-                    "StartAt": "QueueRelease",
+                    "StartAt": "LoadReleaseActivity",
                     "States": {
-                        "QueueRelease": {
+                        "LoadReleaseActivity": {
                             "Type": "Task",
-                            "Resource": "arn:aws:states:::sqs:sendMessage.waitForTaskToken",
-                            "ResultPath": null,
-                            "Parameters": {
-                                "QueueUrl": "${GfeDbLoadReleaseQueueUrl}",
-                                "MessageBody": {
-                                    "input.$": "$",
-                                    "task_token.$": "$$.Task.Token"
-                                }
-                            },
+                            "Resource": "${LoadReleaseActivityArn}",
+                            "HeartbeatSeconds": 60,
                             "End": true
                         }
                     }
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index b3edea91..50233657 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -61,6 +61,7 @@ Resources:
       Description: GitHub Personal Access Token for repository access
       Value: !Sub '{"owner":"${GithubRepositoryOwner}", "name":"${GithubRepositoryName}"}'
 
+  # TODO change name to GfeDbExecutionStateTable
   ExecutionStateTable:
     Type: AWS::DynamoDB::Table
     Properties:
@@ -113,11 +114,13 @@ Resources:
             Action: sts:AssumeRole
       ManagedPolicyArns:
         - arn:aws:iam::aws:policy/service-role/AWSBatchServiceRole
+        
   BatchWorkerInstanceProfile:
     Type: AWS::IAM::InstanceProfile
     Properties:
       Roles:
         - !Ref BatchWorkerInstanceRole
+
   BatchWorkerInstanceRole:
     Type: AWS::IAM::Role
     Properties:
@@ -499,7 +502,7 @@ Resources:
         Variables:
           NEO4J_LOAD_QUERY_DOCUMENT_NAME: !Ref Neo4jLoadQueryDocument # TODO fetch from parameter store
           NEO4J_DATABASE_INSTANCE_ID_SSM_PARAM: !Sub '/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseInstanceId'
-          LOAD_NEO4J_ACTIVITY: !Ref LoadNeo4jActivity
+          # LOAD_NEO4J_ACTIVITY: !Ref LoadReleaseActivity # TODO fetch from parameter store
           APP_NAME: !Ref AppName
       Policies:
         - AWSLambdaBasicExecutionRole
@@ -549,7 +552,7 @@ Resources:
       #   BuildJobName: !Sub '${Stage}-${AppName}-build-job'
       #   BuildJobQueue: !Ref BuildJobQueue
       #   InvokeLoadScriptFunctionArn: !GetAtt InvokeLoadScriptFunction.Arn
-      #   LoadNeo4jActivityArn: !Ref LoadNeo4jActivity
+        LoadReleaseActivityArn: !Ref LoadReleaseActivity
       Policies:
         - LambdaInvokePolicy:
             FunctionName: GfeDbBuildJobMockFunction
@@ -614,7 +617,7 @@ Resources:
   #       BuildJobName: !Sub '${Stage}-${AppName}-build-job'
   #       BuildJobQueue: !Ref BuildJobQueue
   #       InvokeLoadScriptFunctionArn: !GetAtt InvokeLoadScriptFunction.Arn
-  #       LoadNeo4jActivityArn: !Ref LoadNeo4jActivity
+  #       LoadReleaseActivityArn: !Ref LoadReleaseActivity
   #     Policies:
   #       - LambdaInvokePolicy:
   #           FunctionName: !Ref InvokeLoadScriptFunction
@@ -690,11 +693,18 @@ Resources:
       Description: !Sub 'ARN for ${AppName} Data Pipeline Errors SNS topic'
       Value: !Ref GfeDbExecutionResultTopic
 
-  # TODO replace with SQS integration and waitForTaskToken
-  LoadNeo4jActivity:
+  LoadReleaseActivity:
     Type: AWS::StepFunctions::Activity
     Properties: 
-      Name: !Sub "${AppName}-${Stage}-load-Neo4j"
+      Name: !Sub "${AppName}-${Stage}-LoadReleaseActivity"
+
+  LoadReleaseActivityArnParameter:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Type: String
+      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/LoadReleaseActivityArn'
+      Description: "ARN of gfe-db load release activity"
+      Value: !GetAtt LoadReleaseActivity.Arn
 
   UpdatePipelineLogGroup:
     Type: AWS::Logs::LogGroup

From 559e7a670cd3ba1aa990f3a2a8ae3b92d78cbdcc Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 10 Jun 2023 18:15:55 -0700
Subject: [PATCH 048/367] fix missing environment variables; exit script on
 error

---
 gfe-db/database/config/scripts/load_db.sh     | 11 +++++-----
 .../database/config/scripts/send_heartbeat.sh |  4 +++-
 gfe-db/database/config/scripts/start_task.sh  | 20 ++++++++++++++++---
 3 files changed, 25 insertions(+), 10 deletions(-)

diff --git a/gfe-db/database/config/scripts/load_db.sh b/gfe-db/database/config/scripts/load_db.sh
index b8a30720..a2919af4 100644
--- a/gfe-db/database/config/scripts/load_db.sh
+++ b/gfe-db/database/config/scripts/load_db.sh
@@ -1,5 +1,7 @@
 #!/bin/bash -x
 
+set -e
+
 export BITNAMI_HOME=/home/bitnami
 
 # Check for release argument
@@ -56,17 +58,14 @@ fi
 
 # Get most recent Cypher scripts
 echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Fetching most recent Cypher scripts"
-aws s3 cp --recursive s3://$DATA_BUCKET_NAME/$S3_NEO4J_CYPHER_PATH/ $NEO4J_CYPHER_PATH
-# TODO check error status of aws s3 cp and abort if not zero
+aws s3 cp --recursive s3://$DATA_BUCKET_NAME/$S3_NEO4J_CYPHER_PATH/ $NEO4J_CYPHER_PATH --quiet
+# check error status of aws s3 cp and abort if not zero
 [ $? -eq 0 ] || exit 1
 # TODO validate file was downloaded, abort if not, so that a failure signal can be sent to Step Functions
 
-# # TODO DEBUG
-# exit 1
-
 # Download data to NEO4J_HOME/import
 echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Downloading CSV data for release $RELEASE"
-aws s3 cp --recursive s3://$DATA_BUCKET_NAME/$S3_CSV_PATH/ $NEO4J_IMPORT_PATH/
+aws s3 cp --recursive s3://$DATA_BUCKET_NAME/$S3_CSV_PATH/ $NEO4J_IMPORT_PATH/ --quiet
 
 # Update Cypher load query for correct release
 mkdir -p $NEO4J_CYPHER_PATH/tmp/$RELEASE/
diff --git a/gfe-db/database/config/scripts/send_heartbeat.sh b/gfe-db/database/config/scripts/send_heartbeat.sh
index 2c9d33f2..0827eef4 100644
--- a/gfe-db/database/config/scripts/send_heartbeat.sh
+++ b/gfe-db/database/config/scripts/send_heartbeat.sh
@@ -2,7 +2,9 @@
 
 # This script sends heartbeats back to the StepFunctions API during the task execution.
 
-while [ 1 ]
+set -e
+
+while true
 do
     echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Sending task heartbeat"
     aws stepfunctions send-task-heartbeat \
diff --git a/gfe-db/database/config/scripts/start_task.sh b/gfe-db/database/config/scripts/start_task.sh
index a990558d..b42e5be5 100644
--- a/gfe-db/database/config/scripts/start_task.sh
+++ b/gfe-db/database/config/scripts/start_task.sh
@@ -1,16 +1,27 @@
 #!/bin/bash -x
 
-# check that APP_NAME and AWS_REGION are set from the environment
+# Exit immediately if a command exits with a non-zero status
+set -e
+
+# get APP_NAME and STAGE from arguments
+APP_NAME=$1
+STAGE=$2
+
 if [[ -z $APP_NAME ]]; then
     echo "APP_NAME environment variable not set"
     exit 1
 fi
 
-if [[ -z $AWS_REGION ]]; then
-    echo "AWS_REGION environment variable not set"
+if [[ -z $STAGE ]]; then
+    echo "STAGE environment variable not set"
     exit 1
 fi
 
+# check that AWS_REGION is set from the environment
+if [[ -z $AWS_REGION ]]; then
+    export AWS_REGION=$(curl --silent http://169.254.169.254/latest/dynamic/instance-identity/document | jq -r '.region')
+fi
+
 ACTIVITY_ARN=$(aws ssm get-parameter \
     --name "/${APP_NAME}/${STAGE}/${AWS_REGION}/LoadReleaseActivityArn" \
     --query "Parameter.Value" \
@@ -40,7 +51,9 @@ send_result () {
     fi
 }
 
+# TODO this will send task failure if any error is encountered, but sometimes errors can occur that do not affect that actual loading process
 trap 'cause="Error on line $LINENO" && error=$? && send_result && kill 0' ERR
+
 while true; do
 
     # Poll StepFunctions API for new activities
@@ -56,6 +69,7 @@ while true; do
 
     else
         echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Activity found"
+        # TODO debug jq parsing error (see CW Logs)
         echo "$ACTIVITY" | jq -r
 
         export TASK_TOKEN=$(echo "$ACTIVITY" | jq -r '.taskToken')

From 9f331d52f0c386233b68d3506e83656c99cd8977 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 10 Jun 2023 18:16:51 -0700
Subject: [PATCH 049/367] update load process integration

---
 .../functions/invoke_load_script/app.py       |  42 ++-
 .../functions/invoke_load_script/event.json   |  14 +-
 .../statemachines/mock-pipeline.asl.json      | 204 ------------
 .../pipeline/statemachines/pipeline.asl.json  | 314 ++++++++++--------
 gfe-db/pipeline/template.yaml                 |  12 +-
 5 files changed, 218 insertions(+), 368 deletions(-)
 delete mode 100644 gfe-db/pipeline/statemachines/mock-pipeline.asl.json

diff --git a/gfe-db/pipeline/functions/invoke_load_script/app.py b/gfe-db/pipeline/functions/invoke_load_script/app.py
index 3e079942..bf303f7b 100644
--- a/gfe-db/pipeline/functions/invoke_load_script/app.py
+++ b/gfe-db/pipeline/functions/invoke_load_script/app.py
@@ -6,26 +6,32 @@
 logger = logging.getLogger()
 logger.setLevel(logging.INFO)
 
-neo4j_load_query_document_name = os.environ["NEO4J_LOAD_QUERY_DOCUMENT_NAME"]
-neo4j_database_instance_id_param = os.environ["NEO4J_DATABASE_INSTANCE_ID_SSM_PARAM"]
-# load_neo4j_activity = os.environ["LOAD_NEO4J_ACTIVITY"] # TODO DEPRECATED, moved to SSM Parameter Store
 app_name = os.environ["APP_NAME"]
+neo4j_load_query_document_name_param = os.environ["NEO4J_LOAD_QUERY_DOCUMENT_NAME_SSM_PARAM"]
+neo4j_database_instance_id_param = os.environ["NEO4J_DATABASE_INSTANCE_ID_SSM_PARAM"]
+load_release_activity_arn_param = os.environ["LOAD_RELEASE_ACTIVITY_ARN_SSM_PARAM"]
 
-# Get SSM Document Neo4jLoadQuery
+# SSM Parameters
 ssm = boto3.client('ssm', region_name=os.environ["AWS_REGION"])
-response = ssm.get_document(Name=neo4j_load_query_document_name)
-neo4j_load_query_document_content = json.loads(response["Content"])
+
+# LoadQueryDocumentName
+neo4j_load_query_document_name = ssm.get_parameter(Name=neo4j_load_query_document_name_param)["Parameter"]["Value"]
+
+# LoadReleaseActivityArn
+load_release_activity_arn = ssm.get_parameter(Name=load_release_activity_arn_param)["Parameter"]["Value"]
 
 # Get Instance ID
 neo4j_database_instance_id = ssm.get_parameter(Name=neo4j_database_instance_id_param)["Parameter"]["Value"]
 
+# Get SSM Document Neo4jLoadQuery
+response = ssm.get_document(Name=neo4j_load_query_document_name)
+neo4j_load_query_document_content = json.loads(response["Content"])
+
 # Extract document parameters
 neo4j_load_query_document_parameters = neo4j_load_query_document_content["parameters"]
 command_line_default = neo4j_load_query_document_parameters["commandLine"]["default"]
 source_info_default = neo4j_load_query_document_parameters["sourceInfo"]["default"]
 
-# TODO BOOKMARK 5/31/23: Check if Neo4jLoadQueryDocument is already running, if it is exit 0 
-# TODO Remove `parameters` from `ssm.send_command` call
 def lambda_handler(event, context):
     """Invoke SSM Run Command for server side loading on Neo4j
 
@@ -45,20 +51,10 @@ def lambda_handler(event, context):
     """
 
     logger.info(json.dumps(event))
+    
+    # TODO BOOKMARK 5/31/23: Check if Neo4jLoadQueryDocument is already running, if it is exit 0
 
-    # TODO DEPRECATED
-    # Update params for this execution
-    params = {
-        "params": {
-            "app_name": app_name,
-            # "activity_arn": load_neo4j_activity,
-        }
-    }
-
-    # TODO DEPRECATED: remove params JSON argument, this function only needs to trigger the SSM document which
-    # will fetch params from SQS
-    # Include params JSON as command line argument
-    cmd = f"{command_line_default} \'{json.dumps(params)}\'"
+    cmd = command_line_default
 
     try:
         response = ssm.send_command(
@@ -88,7 +84,7 @@ def lambda_handler(event, context):
     return
 
 
-# Needed to serialize datetime objects in JSON responses
+# Serializes datetime objects in JSON responses
 class DatetimeEncoder(json.JSONEncoder):
     """
     Helps convert datetime objects to pure strings in AWS service API responses. Does not
@@ -107,7 +103,7 @@ def default(self, obj):
 
 if __name__ == "__main__":
 
-    path = '/Users/ammon/Documents/00-Projects/nmdp-bioinformatics/02-Repositories/gfe-db/gfe-db/pipeline/functions/invoke_load_script/event.json'
+    path = '/Users/ammon/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/gfe-db/pipeline/functions/invoke_load_script/event.json'
 
     with open(path, "r") as file:
         event = json.load(file)
diff --git a/gfe-db/pipeline/functions/invoke_load_script/event.json b/gfe-db/pipeline/functions/invoke_load_script/event.json
index 7e6c83a5..cfca06d3 100644
--- a/gfe-db/pipeline/functions/invoke_load_script/event.json
+++ b/gfe-db/pipeline/functions/invoke_load_script/event.json
@@ -1,7 +1,11 @@
 {
-  "ALIGN": "False",
-  "KIR": "False",
-  "MEM_PROFILE": "False",
-  "LIMIT": "100",
-  "RELEASES": "3470"
+    "version": 3470,
+    "commit_sha": "cada41a6bfac5a8bf88ed2107a0b856b9b9785a0",
+    "input_parameters": {
+        "align": false,
+        "kir": false,
+        "mem_profile": false,
+        "limit": -1
+    },
+    "s3_path": "s3://dev-gfe-db-531868584498-us-east-1/data/3470/csv"
 }
\ No newline at end of file
diff --git a/gfe-db/pipeline/statemachines/mock-pipeline.asl.json b/gfe-db/pipeline/statemachines/mock-pipeline.asl.json
deleted file mode 100644
index 75061c87..00000000
--- a/gfe-db/pipeline/statemachines/mock-pipeline.asl.json
+++ /dev/null
@@ -1,204 +0,0 @@
-{
-    "StartAt": "BuildRelease",
-    "States": {
-        "BuildRelease": {
-            "Type": "Parallel",
-            "Next": "LoadRelease",
-            "OutputPath": "$.[1]",
-            "Catch": [
-                {
-                    "ErrorEquals": [
-                        "States.ALL"
-                    ],
-                    "Next": "ReportFailure"
-                }
-            ],
-            "Branches": [
-                {
-                    "StartAt": "UpdateExecutionStateInProgress",
-                    "States": {
-                        "UpdateExecutionStateInProgress": {
-                            "Type": "Task",
-                            "Resource": "arn:aws:states:::dynamodb:updateItem",
-                            "ResultPath": null,
-                            "End": true,
-                            "Parameters": {
-                                "TableName": "${ExecutionStateTable}",
-                                "Key": {
-                                    "commit__sha": {
-                                        "S.$": "$.commit_sha"
-                                    },
-                                    "execution__version": {
-                                        "N.$": "States.Format('{}', $.version)"
-                                    }
-                                },
-                                "UpdateExpression": "SET execution__status = :status",
-                                "ExpressionAttributeValues": {
-                                    ":status": {
-                                        "S": "IN_PROGRESS"
-                                    }
-                                }
-                            }
-                        }
-                    }
-                },
-                {
-                    "StartAt": "GfeDbBuildJobMockState",
-                    "States": {
-                        "GfeDbBuildJobMockState": {
-                            "Type": "Task",
-                            "Resource": "arn:aws:lambda:us-east-1:531868584498:function:GfeDbBuildJobMockFunction",
-                            "ResultPath": "$.s3_path",
-                            "End": true
-                        }
-                    }
-                }
-            ]
-        },
-        "LoadRelease": {
-            "Type": "Parallel",
-            "OutputPath": "$.[1]",
-            "Next": "ReportSuccess",
-            "Catch": [
-                {
-                    "ErrorEquals": [
-                        "States.ALL"
-                    ],
-                    "Next": "ReportFailure"
-                }
-            ],
-            "Branches": [
-                {
-                    "StartAt": "InvokeLoadScript",
-                    "States": {
-                        "InvokeLoadScript": {
-                            "Type": "Pass",
-                            "End": true
-                        }
-                    }
-                },
-                {
-                    "StartAt": "LoadReleaseActivity",
-                    "States": {
-                        "LoadReleaseActivity": {
-                            "Type": "Task",
-                            "Resource": "${LoadReleaseActivityArn}",
-                            "HeartbeatSeconds": 60,
-                            "End": true
-                        }
-                    }
-                }
-            ]
-        },
-        "ReportFailure": {
-            "Type": "Parallel",
-            "Next": "PipelineFailure",
-            "InputPath": "$$.Execution.Input",
-            "Branches": [
-                {
-                    "StartAt": "UpdateExecutionStateFailure",
-                    "States": {
-                        "UpdateExecutionStateFailure": {
-                            "Type": "Task",
-                            "Resource": "arn:aws:states:::dynamodb:updateItem",
-                            "ResultPath": null,
-                            "End": true,
-                            "Parameters": {
-                                "TableName": "${ExecutionStateTable}",
-                                "Key": {
-                                    "commit__sha": {
-                                        "S.$": "$.commit_sha"
-                                    },
-                                    "execution__version": {
-                                        "N.$": "States.Format('{}', $.version)"
-                                    }
-                                },
-                                "UpdateExpression": "SET execution__status = :status",
-                                "ExpressionAttributeValues": {
-                                    ":status": {
-                                        "S": "FAILED"
-                                    }
-                                }
-                            }
-                        }
-                    }
-                },
-                {
-                    "StartAt": "PublishFailure",
-                    "States": {
-                        "PublishFailure": {
-                            "Type": "Task",
-                            "Resource": "arn:aws:states:::sns:publish",
-                            "Parameters": {
-                                "TopicArn": "${GfeDbExecutionResultTopicArn}",
-                                "Message": {
-                                    "result": "FAILED",
-                                    "input_parameters.$": "$"
-                                }
-                            },
-                            "End": true
-                        }
-                    }
-                }
-            ]
-        },
-        "PipelineFailure": {
-            "Type": "Fail"
-        },
-        "ReportSuccess": {
-            "Type": "Parallel",
-            "Next": "PipelineSuccess",
-            "InputPath": "$$.Execution.Input",
-            "Branches": [
-                {
-                    "StartAt": "UpdateExecutionStateSuccess",
-                    "States": {
-                        "UpdateExecutionStateSuccess": {
-                            "Type": "Task",
-                            "Resource": "arn:aws:states:::dynamodb:updateItem",
-                            "ResultPath": null,
-                            "End": true,
-                            "Parameters": {
-                                "TableName": "${ExecutionStateTable}",
-                                "Key": {
-                                    "commit__sha": {
-                                        "S.$": "$.commit_sha"
-                                    },
-                                    "execution__version": {
-                                        "N.$": "States.Format('{}', $.version)"
-                                    }
-                                },
-                                "UpdateExpression": "SET execution__status = :status",
-                                "ExpressionAttributeValues": {
-                                    ":status": {
-                                        "S": "SUCCESS"
-                                    }
-                                }
-                            }
-                        }
-                    }
-                },
-                {
-                    "StartAt": "PublishSuccess",
-                    "States": {
-                        "PublishSuccess": {
-                            "Type": "Task",
-                            "Resource": "arn:aws:states:::sns:publish",
-                            "Parameters": {
-                                "TopicArn": "${GfeDbExecutionResultTopicArn}",
-                                "Message": {
-                                    "result": "SUCCESS",
-                                    "input_parameters.$": "$"
-                                }
-                            },
-                            "End": true
-                        }
-                    }
-                }
-            ]
-        },
-        "PipelineSuccess": {
-            "Type": "Succeed"
-        }
-    }
-}
\ No newline at end of file
diff --git a/gfe-db/pipeline/statemachines/pipeline.asl.json b/gfe-db/pipeline/statemachines/pipeline.asl.json
index fd9935ca..94f008d2 100644
--- a/gfe-db/pipeline/statemachines/pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/pipeline.asl.json
@@ -1,153 +1,205 @@
 {
-    "StartAt": "Build Stage",
+    "StartAt": "BuildRelease",
     "States": {
-        "Build Stage": {
-            "Type": "Map",
-            "Next": "GfeDbLoad",
-            "MaxConcurrency": 0,
-            "Iterator": {
-                "StartAt": "UpdateExecutionStateInProgress",
-                "States": {
-                    "UpdateExecutionStateInProgress": {
-                        "Type": "Task",
-                        "Resource": "arn:aws:states:::dynamodb:updateItem",
-                        "Next": "GfeDbBuildJob",
-                        "Parameters": {
-                            "TableName": "${ExecutionStateTable}",
-                            "Key": {
-                                "commit__sha": {
-                                    "S.$": "$.commit_sha"
-                                },
-                                "execution__version": {
-                                    "N.$": "States.Format('{}', $.version)"
-                                }
-                            },
-                            "UpdateExpression": "SET execution__status = :status, execution__input_parameters__align = :align, execution__input_parameters__kir = :kir, execution__input_parameters__mem_profile = :mem_profile, execution__input_parameters__limit = :limit",
-                            "ExpressionAttributeValues": {
-                                ":status": {
-                                    "S": "IN_PROGRESS"
-                                },
-                                ":align": {
-                                    "S.$": "States.Format('{}', $.input_parameters.align)"
-                                },
-                                ":kir": {
-                                    "S.$": "States.Format('{}', $.input_parameters.kir)"
-                                },
-                                ":mem_profile": {
-                                    "S.$": "States.Format('{}', $.input_parameters.mem_profile)"
+        "BuildRelease": {
+            "Type": "Parallel",
+            "Next": "LoadRelease",
+            "OutputPath": "$.[1]",
+            "Catch": [
+                {
+                    "ErrorEquals": [
+                        "States.ALL"
+                    ],
+                    "Next": "ReportFailure"
+                }
+            ],
+            "Branches": [
+                {
+                    "StartAt": "UpdateExecutionStateInProgress",
+                    "States": {
+                        "UpdateExecutionStateInProgress": {
+                            "Type": "Task",
+                            "Resource": "arn:aws:states:::dynamodb:updateItem",
+                            "ResultPath": null,
+                            "End": true,
+                            "Parameters": {
+                                "TableName": "${ExecutionStateTable}",
+                                "Key": {
+                                    "commit__sha": {
+                                        "S.$": "$.commit_sha"
+                                    },
+                                    "execution__version": {
+                                        "N.$": "States.Format('{}', $.version)"
+                                    }
                                 },
-                                ":limit": {
-                                    "N.$": "States.Format('{}', $.input_parameters.limit)"
+                                "UpdateExpression": "SET execution__status = :status",
+                                "ExpressionAttributeValues": {
+                                    ":status": {
+                                        "S": "IN_PROGRESS"
+                                    }
                                 }
                             }
                         }
-                    },
-                    "GfeDbBuildJob": {
-                        "Type": "Task",
-                        "Resource": "arn:aws:states:::batch:submitJob.sync",
-                        "ResultPath": null,
-                        "Next": "BuildSuccess",
-                        "Catch": [
-                            {
-                                "ErrorEquals": [
-                                    "States.ALL"
-                                ],
-                                "Next": "BuildError"
-                            }
-                        ],
-                        "Parameters": {
-                            "JobDefinition": "${BuildJobDefinition}",
-                            "JobName": "${BuildJobName}",
-                            "JobQueue": "${BuildJobQueue}",
-                            "ContainerOverrides": {
-                                "Environment": [
-                                    {
-                                        "Name": "RELEASES",
-                                        "Value.$": "$.version"
-                                    },
-                                    {
-                                        "Name": "ALIGN",
-                                        "Value.$": "$.align"
-                                    },
-                                    {
-                                        "Name": "KIR",
-                                        "Value.$": "$.kir"
-                                    },
-                                    {
-                                        "Name": "MEM_PROFILE",
-                                        "Value.$": "$.mem_profile"
+                    }
+                },
+                {
+                    "StartAt": "GfeDbBuildJobMockState",
+                    "States": {
+                        "GfeDbBuildJobMockState": {
+                            "Type": "Task",
+                            "Resource": "arn:aws:lambda:us-east-1:531868584498:function:GfeDbBuildJobMockFunction",
+                            "ResultPath": "$.s3_path",
+                            "End": true
+                        }
+                    }
+                }
+            ]
+        },
+        "LoadRelease": {
+            "Type": "Parallel",
+            "OutputPath": "$.[1]",
+            "Next": "ReportSuccess",
+            "Catch": [
+                {
+                    "ErrorEquals": [
+                        "States.ALL"
+                    ],
+                    "Next": "ReportFailure"
+                }
+            ],
+            "Branches": [
+                {
+                    "StartAt": "InvokeLoadScript",
+                    "States": {
+                        "InvokeLoadScript": {
+                            "Type": "Task",
+                            "Resource": "${InvokeLoadScriptFunctionArn}",
+                            "End": true
+                        }
+                    }
+                },
+                {
+                    "StartAt": "LoadReleaseActivity",
+                    "States": {
+                        "LoadReleaseActivity": {
+                            "Type": "Task",
+                            "Resource": "${LoadReleaseActivityArn}",
+                            "HeartbeatSeconds": 60,
+                            "End": true
+                        }
+                    }
+                }
+            ]
+        },
+        "ReportFailure": {
+            "Type": "Parallel",
+            "Next": "PipelineFailure",
+            "InputPath": "$$.Execution.Input",
+            "Branches": [
+                {
+                    "StartAt": "UpdateExecutionStateFailure",
+                    "States": {
+                        "UpdateExecutionStateFailure": {
+                            "Type": "Task",
+                            "Resource": "arn:aws:states:::dynamodb:updateItem",
+                            "ResultPath": null,
+                            "End": true,
+                            "Parameters": {
+                                "TableName": "${ExecutionStateTable}",
+                                "Key": {
+                                    "commit__sha": {
+                                        "S.$": "$.commit_sha"
                                     },
-                                    {
-                                        "Name": "LIMIT",
-                                        "Value.$": "$.limit"
+                                    "execution__version": {
+                                        "N.$": "States.Format('{}', $.version)"
                                     }
-                                ]
+                                },
+                                "UpdateExpression": "SET execution__status = :status",
+                                "ExpressionAttributeValues": {
+                                    ":status": {
+                                        "S": "FAILED"
+                                    }
+                                }
                             }
                         }
-                    },
-                    "BuildError": {
-                        "Type": "Pass",
-                        "End": true
-                    },
-                    "BuildSuccess": {
-                        "Type": "Pass",
-                        "End": true
+                    }
+                },
+                {
+                    "StartAt": "PublishFailure",
+                    "States": {
+                        "PublishFailure": {
+                            "Type": "Task",
+                            "Resource": "arn:aws:states:::sns:publish",
+                            "Parameters": {
+                                "TopicArn": "${GfeDbExecutionResultTopicArn}",
+                                "Message": {
+                                    "result": "FAILED",
+                                    "input_parameters.$": "$"
+                                }
+                            },
+                            "End": true
+                        }
                     }
                 }
-            }
+            ]
         },
-        "GfeDbLoad": {
-            "Type": "Map",
-            "End": true,
-            "MaxConcurrency": 1,
-            "Iterator": {
-                "StartAt": "LoadGraph",
-                "States": {
-                    "LoadGraph": {
-                        "Type": "Parallel",
-                        "Next": "Load Success",
-                        "Catch": [
-                            {
-                                "ErrorEquals": [
-                                    "States.ALL"
-                                ],
-                                "Next": "LoadError"
-                            }
-                        ],
-                        "Branches": [
-                            {
-                                "StartAt": "InvokeLoadScript",
-                                "States": {
-                                    "InvokeLoadScript": {
-                                        "Type": "Task",
-                                        "Resource": "${InvokeLoadScriptFunctionArn}",
-                                        "End": true
+        "PipelineFailure": {
+            "Type": "Fail"
+        },
+        "ReportSuccess": {
+            "Type": "Parallel",
+            "Next": "PipelineSuccess",
+            "InputPath": "$$.Execution.Input",
+            "Branches": [
+                {
+                    "StartAt": "UpdateExecutionStateSuccess",
+                    "States": {
+                        "UpdateExecutionStateSuccess": {
+                            "Type": "Task",
+                            "Resource": "arn:aws:states:::dynamodb:updateItem",
+                            "ResultPath": null,
+                            "End": true,
+                            "Parameters": {
+                                "TableName": "${ExecutionStateTable}",
+                                "Key": {
+                                    "commit__sha": {
+                                        "S.$": "$.commit_sha"
+                                    },
+                                    "execution__version": {
+                                        "N.$": "States.Format('{}', $.version)"
                                     }
-                                }
-                            },
-                            {
-                                "StartAt": "LoadData",
-                                "States": {
-                                    "LoadData": {
-                                        "Type": "Task",
-                                        "Resource": "${LoadNeo4jActivityArn}",
-                                        "HeartbeatSeconds": 60,
-                                        "End": true
+                                },
+                                "UpdateExpression": "SET execution__status = :status",
+                                "ExpressionAttributeValues": {
+                                    ":status": {
+                                        "S": "SUCCESS"
                                     }
                                 }
                             }
-                        ]
-                    },
-                    "LoadError": {
-                        "Type": "Pass",
-                        "End": true
-                    },
-                    "Load Success": {
-                        "Type": "Pass",
-                        "End": true
+                        }
+                    }
+                },
+                {
+                    "StartAt": "PublishSuccess",
+                    "States": {
+                        "PublishSuccess": {
+                            "Type": "Task",
+                            "Resource": "arn:aws:states:::sns:publish",
+                            "Parameters": {
+                                "TopicArn": "${GfeDbExecutionResultTopicArn}",
+                                "Message": {
+                                    "result": "SUCCESS",
+                                    "input_parameters.$": "$"
+                                }
+                            },
+                            "End": true
+                        }
                     }
                 }
-            }
+            ]
+        },
+        "PipelineSuccess": {
+            "Type": "Succeed"
         }
     }
 }
\ No newline at end of file
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 50233657..61c88610 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -500,9 +500,9 @@ Resources:
         - x86_64
       Environment:
         Variables:
-          NEO4J_LOAD_QUERY_DOCUMENT_NAME: !Ref Neo4jLoadQueryDocument # TODO fetch from parameter store
+          NEO4J_LOAD_QUERY_DOCUMENT_NAME_SSM_PARAM: !Sub '/${AppName}/${Stage}/${AWS::Region}/Neo4jLoadQueryDocumentName'
           NEO4J_DATABASE_INSTANCE_ID_SSM_PARAM: !Sub '/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseInstanceId'
-          # LOAD_NEO4J_ACTIVITY: !Ref LoadReleaseActivity # TODO fetch from parameter store
+          LOAD_RELEASE_ACTIVITY_ARN_SSM_PARAM: !Sub '/${AppName}/${Stage}/${AWS::Region}/LoadReleaseActivityArn'
           APP_NAME: !Ref AppName
       Policies:
         - AWSLambdaBasicExecutionRole
@@ -543,7 +543,7 @@ Resources:
   UpdatePipelineStateMachine:
     Type: AWS::Serverless::StateMachine
     Properties:
-      DefinitionUri: statemachines/mock-pipeline.asl.json
+      DefinitionUri: statemachines/pipeline.asl.json
       DefinitionSubstitutions:
         ExecutionStateTable: !Ref ExecutionStateTable
         GfeDbLoadReleaseQueueUrl: !GetAtt GfeDbLoadReleaseQueue.QueueUrl
@@ -551,13 +551,15 @@ Resources:
       #   BuildJobDefinition: !Ref BuildJobDefinition
       #   BuildJobName: !Sub '${Stage}-${AppName}-build-job'
       #   BuildJobQueue: !Ref BuildJobQueue
-      #   InvokeLoadScriptFunctionArn: !GetAtt InvokeLoadScriptFunction.Arn
+        InvokeLoadScriptFunctionArn: !GetAtt InvokeLoadScriptFunction.Arn
         LoadReleaseActivityArn: !Ref LoadReleaseActivity
       Policies:
         - LambdaInvokePolicy:
             FunctionName: GfeDbBuildJobMockFunction
         - LambdaInvokePolicy:
             FunctionName: GfeDbLoadMockFunction
+        - LambdaInvokePolicy:
+            FunctionName: !Ref InvokeLoadScriptFunction
         - SQSSendMessagePolicy:
             QueueName: !GetAtt GfeDbLoadReleaseQueue.QueueName
         - DynamoDBWritePolicy:
@@ -789,7 +791,7 @@ Resources:
           commandLine:
             type: "String"
             description: "These commands are invoked by a Lambda script which sets the correct parameters (Refer to documentation)."
-            default: 'bash start_task.sh'
+            default: !Sub 'bash start_task.sh ${AppName} ${Stage}'
           workingDirectory:
             type: "String"
             description: "Working directory"

From 44c977a2cdf5975959af07f0cb10fca54e1e093e Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 10 Jun 2023 20:33:21 -0700
Subject: [PATCH 050/367] fix parameter validation error

---
 README.md                                    | 2 +-
 gfe-db/database/config/scripts/start_task.sh | 6 +++---
 2 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/README.md b/README.md
index 07acee12..bfc3cd29 100755
--- a/README.md
+++ b/README.md
@@ -484,7 +484,7 @@ make docs.build
 ## Authors
 **Primary Contact:** Martin Maiers ([@mmaiers-nmdp](https://github.com/mmaiers-nmdp))\
 **Contact:** Pradeep Bashyal ([@pbashyal-nmdp](https://github.com/pbashyal-nmdp))\
-**Contact:** Gregory Lindsey ([@abk7777](https://github.com/abk7777))
+**Contact:** Gregory (Chris) Lindsey ([@chrisammon3000](https://github.com/chrisammon3000))
 
 <!-- TODO make sure these are up to date -->
 ## References & Links
diff --git a/gfe-db/database/config/scripts/start_task.sh b/gfe-db/database/config/scripts/start_task.sh
index b42e5be5..2ecb8cea 100644
--- a/gfe-db/database/config/scripts/start_task.sh
+++ b/gfe-db/database/config/scripts/start_task.sh
@@ -70,13 +70,13 @@ while true; do
     else
         echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Activity found"
         # TODO debug jq parsing error (see CW Logs)
-        echo "$ACTIVITY" | jq -r
+        echo "$ACTIVITY"
 
         export TASK_TOKEN=$(echo "$ACTIVITY" | jq -r '.taskToken')
         export RELEASE=$(echo "$ACTIVITY" | jq -r '.input' | jq '.version')
 
-        echo "TASK_TOKEN=$TASK_TOKEN"
-        echo "RELEASE=$RELEASE"
+        echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - TASK_TOKEN=$TASK_TOKEN"
+        echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - RELEASE=$RELEASE"
 
         # Check for release argument
         if [[ -z $RELEASE ]]; then

From e9fe37bc5e0f20a7206b0297d0aef4db6fdb24d8 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 10 Jun 2023 20:56:20 -0700
Subject: [PATCH 051/367] raise error for bad response from GitHub

---
 .../events/schedule-event.json                | 24 +++++++-------
 .../functions/check_source_update/src/app.py  |  7 +++-
 .../check_source_update/src/utils/utils.py    | 32 ++++++++++++-------
 3 files changed, 39 insertions(+), 24 deletions(-)

diff --git a/gfe-db/pipeline/functions/check_source_update/events/schedule-event.json b/gfe-db/pipeline/functions/check_source_update/events/schedule-event.json
index f934519e..51b28935 100644
--- a/gfe-db/pipeline/functions/check_source_update/events/schedule-event.json
+++ b/gfe-db/pipeline/functions/check_source_update/events/schedule-event.json
@@ -1,13 +1,13 @@
 {
-  "version": "0",
-  "id": "7df1ca36-636f-8c8d-1c81-a086a8943121",
-  "detail-type": "Scheduled Event",
-  "source": "aws.events",
-  "account": "<AWS Account ID>",
-  "time": "2022-02-01T12:00:00Z",
-  "region": "us-east-1",
-  "resources": [
-    "arn:aws:events:us-east-1:<AWS Account ID>:rule/dev-gfe-db-pipeline-trigger-TriggerFunctionTrigger-1CY4K6DEN9QT5"
-  ],
-  "detail": {}
-}
+    "version": "0",
+    "id": "7bbfa494-9a2d-630b-1f09-aa1079f18fc6",
+    "detail-type": "Scheduled Event",
+    "source": "aws.events",
+    "account": "<account_id",
+    "time": "2023-06-09T12:00:00Z",
+    "region": "us-east-1",
+    "resources": [
+        "arn:aws:events:us-east-1:<account_id>:rule/dev-gfe-db-pipeline-CheckSourceUpdateFunctionTrigg-1NIOIDD25B8MJ"
+    ],
+    "detail": {}
+}
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/check_source_update/src/app.py b/gfe-db/pipeline/functions/check_source_update/src/app.py
index 261f260f..e26083e0 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/src/app.py
@@ -170,6 +170,7 @@ def get_execution_state(table, sort_column="commit__date_utc", reverse_sort=True
     return [ ExecutionStateItem(**restore_nested_json(item, split_on="__")) for item in items ]
 
 # @cache_json
+# TODO return Commit class to make sure data is correct
 def get_most_recent_commits(execution_state):
     # 1) Get the most recent commit date from DynamoDB using max(), add one second to it so the same commit is not returned
     last_commit_date = max([ str_to_datetime(item.commit.date_utc) for item in execution_state ])
@@ -209,4 +210,8 @@ def update_execution_state_item(execution_state_item: ExecutionStateItem, status
 
 
 if __name__ == "__main__":
-    lambda_handler({}, None)
+    from pathlib import Path
+
+    event = json.loads((Path(__file__).parent.parent / "events" / "event.json").read_text())
+
+    lambda_handler(event, None)
diff --git a/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py b/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py
index 6dd49d7b..00e71703 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py
+++ b/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py
@@ -236,6 +236,7 @@ def list_commits(owner, repo, **params):
     }
 
     response = requests.get(url, headers=headers, params=params)
+    response.raise_for_status()
 
     return response.json()
 
@@ -275,6 +276,7 @@ def get_commit(owner, repo, commit_sha):
     }
 
     response = requests.get(url, headers=headers)
+    response.raise_for_status()
 
     return response.json()
 
@@ -295,6 +297,7 @@ def get_file_contents(owner, repo, path):
     }
 
     response = requests.get(url, headers=headers)
+    response.raise_for_status()
 
     return response.json()
 
@@ -321,6 +324,7 @@ def get_commits_for_asset(owner, repo, path, since=None):
     }
 
     response = requests.get(url, headers=headers, params=params)
+    response.raise_for_status()
 
     return response.json()
 
@@ -343,26 +347,28 @@ def get_repo_contents(owner, repo, path, commit_sha=None):
     params = {"ref": commit_sha}
 
     response = requests.get(url, headers=headers, params=params)
+    response.raise_for_status()
 
-    # check status
-    if response.status_code != 200:
-        logger.debug(json.dumps(response.json()))
-        raise Exception(f"Asset not found at path '{path}'")
-    else:
-        return response.json()
+    # # check status
+    # if response.status_code != 200:
+    #     logger.debug(json.dumps(response.json()))
+    #     raise Exception(f"Asset not found at path '{path}'")
+    # else:
+    return response.json()
 
 
 def get_repo_asset(owner, repo, path, commit_sha=None):
     """Download a file from a GitHub repository"""
     repo_contents = get_repo_contents(owner, repo, path, commit_sha)
 
-    res = requests.get(repo_contents["download_url"])
+    response = requests.get(repo_contents["download_url"])
+    response.raise_for_status()
 
-    if res.status_code != 200:
-        logger.error(f"Status code {res.status_code} for {path}")
-        raise Exception(f"Error downloading {path}")
+    # if response.status_code != 200:
+    #     logger.error(f"Status code {response.status_code} for {path}")
+    #     raise Exception(f"Error downloading {path}")
 
-    return res.text
+    return response.text
 
 
 def get_branches(owner, repo):
@@ -383,6 +389,8 @@ def get_branches(owner, repo):
     }
 
     response = requests.get(url, headers=headers)
+    response.raise_for_status()
+
     return response.json()
 
 
@@ -404,6 +412,8 @@ def get_branch(owner, repo, branch_name):
     }
 
     response = requests.get(url, headers=headers)
+    response.raise_for_status()
+
     return response.json()
 
 

From f842e7d194af09c87459eb11420a3eebd3f023c9 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 11 Jun 2023 12:53:54 -0700
Subject: [PATCH 052/367] add build output s3_path in state machine payload

---
 gfe-db/pipeline/functions/check_source_update/src/app.py   | 7 ++++++-
 .../functions/check_source_update/src/utils/types.py       | 5 ++++-
 2 files changed, 10 insertions(+), 2 deletions(-)

diff --git a/gfe-db/pipeline/functions/check_source_update/src/app.py b/gfe-db/pipeline/functions/check_source_update/src/app.py
index e26083e0..972883a7 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/src/app.py
@@ -1,6 +1,10 @@
 """
 Checks a GitHub repository for new commits and triggers data ingestion. This function processes
 only the releases that it finds. To process specific releases, use a different method.
+
+Note: this function is only responsible for checking and processing the most recent commits. It is not responsible for 
+syncing state. If old items are deleted on the Execution state table while the most recent commits remain, 
+this function will not reprocess the deleted items.
 """
 import os
 import logging
@@ -141,7 +145,7 @@ def lambda_handler(event, context):
         for item in execution_payload:
             gfedb_processing_queue.send_message(MessageBody=json.dumps(item))
 
-        message = f'Processed {len(execution_payload)} releases\n{json.dumps(execution_payload, indent=4)}'
+        message = f'Queued {len(execution_payload)} release(s) for processing\n{json.dumps(execution_payload, indent=4)}'
         return {
             "statusCode": 200,
             "body": json.dumps({
@@ -203,6 +207,7 @@ def update_execution_state_item(execution_state_item: ExecutionStateItem, status
 
     if input_parameters is not None and status == "PENDING":
         execution_state_item.execution.input_parameters = input_parameters
+        execution_state_item.execution.s3_path = f's3://{data_bucket_name}/data/{execution_state_item.execution.version}/csv/'
 
     execution_state_item.execution.date_utc = str_from_datetime(datetime.utcnow())
     return execution_state_item
diff --git a/gfe-db/pipeline/functions/check_source_update/src/utils/types.py b/gfe-db/pipeline/functions/check_source_update/src/utils/types.py
index 75596333..5e184997 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/utils/types.py
+++ b/gfe-db/pipeline/functions/check_source_update/src/utils/types.py
@@ -121,6 +121,7 @@ class ExecutionDetailsConfig(BaseModel):
     status: str
     date_utc: Optional[str]
     input_parameters: Optional[InputParameters]
+    s3_path: Optional[str]
 
     @validator('status')
     def status_is_valid(cls, v):
@@ -186,6 +187,7 @@ class ExecutionPayloadItem(BaseModel):
     version: int
     commit_sha: str
     input_parameters: InputParameters
+    s3_path: str
 
     @validator('version')
     def _version_is_valid(cls, v):
@@ -201,5 +203,6 @@ def from_execution_state_item(cls, execution_state_item):
         return cls(
             version=execution_state_item.execution.version,
             commit_sha=execution_state_item.commit.sha,
-            input_parameters=execution_state_item.execution.input_parameters
+            input_parameters=execution_state_item.execution.input_parameters,
+            s3_path=execution_state_item.execution.s3_path
         )

From 0b1e4464f14c2cc81fd885ada6e7780ebe4fcd60 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 11 Jun 2023 16:34:07 -0700
Subject: [PATCH 053/367] include timestamps and filter null fields in output

---
 .../src/utils/constants.py                    |  4 ++-
 .../check_source_update/src/utils/types.py    | 18 ++++++++++---
 .../check_source_update/src/utils/utils.py    | 25 ++++++++++++++++---
 .../pipeline/scripts/source_config/build.py   |  6 +++--
 gfe-db/pipeline/scripts/source_config/load.py | 20 +++++++++------
 5 files changed, 56 insertions(+), 17 deletions(-)

diff --git a/gfe-db/pipeline/functions/check_source_update/src/utils/constants.py b/gfe-db/pipeline/functions/check_source_update/src/utils/constants.py
index c6b3b912..515b5311 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/utils/constants.py
+++ b/gfe-db/pipeline/functions/check_source_update/src/utils/constants.py
@@ -63,5 +63,7 @@
     "repository.default_input_parameters.mem_profile",
     "repository.name",
     "repository.owner",
-    "repository.url"
+    "repository.url",
+    "created_utc",
+    "updated_utc"
 ]
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/check_source_update/src/utils/types.py b/gfe-db/pipeline/functions/check_source_update/src/utils/types.py
index 5e184997..d493eb8e 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/utils/types.py
+++ b/gfe-db/pipeline/functions/check_source_update/src/utils/types.py
@@ -1,7 +1,7 @@
 import re
 from datetime import datetime
 from typing import Optional
-from pydantic import BaseModel, validator
+from pydantic import BaseModel, validator, root_validator
 import jmespath
 
 # ExecutionState is changed using Step Functions DynamoDB states
@@ -145,7 +145,7 @@ def date_utc_is_iso_8601_with_timezone(cls, v):
         return date_is_iso_8601_with_timezone(v)
 
 class ExecutionStateItem(BaseModel):
-    created_utc: Optional[str] # TODO make required once fully implemented
+    created_utc: str # TODO make required once fully implemented
     updated_utc: Optional[str] # TODO make required once fully implemented
     repository: RepositoryConfig
     commit: Commit
@@ -153,9 +153,21 @@ class ExecutionStateItem(BaseModel):
     
 class ExecutionState(BaseModel):
     created_utc: str
-    updated_utc: str
+    updated_utc: Optional[str] # TODO remove for this class, use in ExecutionStateItem
     items: list[ExecutionStateItem]
 
+    @root_validator(pre=True)
+    def set_items_created_utc(cls, values):
+        timestamp_utc = values.get('created_utc')
+        items = values.get('items', [])
+        try:
+            for item in items:
+                item.created_utc = timestamp_utc
+        except:
+            for item in items:
+                item['created_utc'] = timestamp_utc
+        return values
+
     # validate that items is sorted by commit.date_utc descending
     @validator('items')
     def execution_state_is_sorted(cls, v):
diff --git a/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py b/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py
index 00e71703..0fea286b 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py
+++ b/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py
@@ -240,7 +240,7 @@ def list_commits(owner, repo, **params):
 
     return response.json()
 
-# @cache_json
+@cache_json
 def paginate_commits(owner, repo, start_page=1, per_page=100, **kwargs):
     page = start_page
     commits = []
@@ -522,6 +522,16 @@ def filter_null_fields(items: dict) -> dict:
     return { k: v for k, v in items.items() if v is not None }
 
 
+def filter_nested_nulls(data):
+    if isinstance(data, list):
+        return filter_nulls([filter_nested_nulls(i) for i in data])
+    elif isinstance(data, dict):
+        return filter_null_fields({k: filter_nested_nulls(v) for k, v in data.items()})
+    else:
+        return data
+
+
+
 def sort_execution_state_items(
     execution_state_items: List[Dict[str, str]], ascending=False
 ) -> List[Dict[str, str]]:
@@ -533,6 +543,7 @@ def sort_execution_state_items(
 
 
 def process_execution_state_item(
+    timestamp: str,
     commit: Dict[str, str],
     repository_config: RepositoryConfig,
     target_metadata_config: TargetMetadataConfig,
@@ -550,6 +561,7 @@ def process_execution_state_item(
             logger.info(f"Found release version {release_version} ({sha})")
 
             result = {
+                "created_utc": timestamp,
                 "repository": repository_config,
                 "commit": Commit(**commit),
                 "execution": ExecutionDetailsConfig(
@@ -578,6 +590,7 @@ def process_execution_state_item(
 
 
 def parallel_process_execution_state_items(
+    timestamp: str,
     commits: List[Dict[str, str]],
     repository_config: RepositoryConfig,
     target_metadata_config: TargetMetadataConfig,
@@ -593,7 +606,11 @@ def parallel_process_execution_state_items(
         # Submit the process_commit function for each commit to the executor
         futures = [
             executor.submit(
-                process_execution_state_item, commit, repository_config, target_metadata_config
+                process_execution_state_item,
+                timestamp,
+                commit, 
+                repository_config, 
+                target_metadata_config
             )
             for commit in commits[:limit]
         ]
@@ -608,8 +625,9 @@ def parallel_process_execution_state_items(
 
 
 # limit is int or None
-# @cache_pickle
+@cache_pickle
 def process_execution_state_items(
+    timestamp: str,
     commits: List[Dict[str, str]],
     repository_config: RepositoryConfig,
     target_metadata_config: TargetMetadataConfig,
@@ -620,6 +638,7 @@ def process_execution_state_items(
         if limit:
             logger.warning("'limit' will not work if parallel processing is enabled")
         return parallel_process_execution_state_items(
+            timestamp=timestamp,
             commits=commits,
             repository_config=repository_config,
             target_metadata_config=target_metadata_config,
diff --git a/gfe-db/pipeline/scripts/source_config/build.py b/gfe-db/pipeline/scripts/source_config/build.py
index 0b2ef834..b23104dc 100644
--- a/gfe-db/pipeline/scripts/source_config/build.py
+++ b/gfe-db/pipeline/scripts/source_config/build.py
@@ -29,6 +29,7 @@
     select_keys,
     rename_fields,
     process_execution_state_items,
+    filter_nested_nulls
 )
 
 # Environment variables
@@ -84,6 +85,7 @@
     # Build ExecutionStateItem list using thread pooling    
     logger.info("Building execution state")
     execution_state_items = process_execution_state_items(
+        timestamp=utc_now, # TODO
         commits=commits,
         repository_config=RepositoryConfig(
             **select_keys(
@@ -97,7 +99,7 @@
 
     execution_state = ExecutionState(**{
         "created_utc": utc_now,
-        "updated_utc": utc_now,
+        # "updated_utc": None,
         "items": execution_state_items,
     })
 
@@ -107,7 +109,7 @@
     # TODO get output_dir from argparse
     # write ExecutionState locally
     with open(output_dir / f"execution-state.json", "w") as f:
-        json.dump(execution_state.dict(), f, indent=4)
+        json.dump(filter_nested_nulls(execution_state.dict()), f, indent=4)
 
     logger.info("Writing source config to local file system")
     # TODO get output_dir from argparse
diff --git a/gfe-db/pipeline/scripts/source_config/load.py b/gfe-db/pipeline/scripts/source_config/load.py
index 876e230b..1550d7a3 100644
--- a/gfe-db/pipeline/scripts/source_config/load.py
+++ b/gfe-db/pipeline/scripts/source_config/load.py
@@ -1,12 +1,14 @@
 """
 Loads the initial gfe-db execution state to DynamoDB table.
+
+TODO solution to avoid overwriting data when running this script (regular DynamoDB backups to S3 etc, fetch file from S3 and compare)
 """
 import os
+from pathlib import Path
 import sys
 sys.path.append(
-    "/Users/ammon/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/gfe-db/pipeline/functions/check_source_update"
+    str(Path(__file__).parent.parent.parent / "functions" / "check_source_update")
 )
-from pathlib import Path
 import logging
 from datetime import datetime
 utc_now = datetime.utcnow().strftime("%Y-%m-%dT%H:%M:%SZ")
@@ -35,23 +37,25 @@
 GITHUB_REPOSITORY_OWNER = os.environ["GITHUB_REPOSITORY_OWNER"]
 GITHUB_REPOSITORY_NAME = os.environ["GITHUB_REPOSITORY_NAME"]
 
-# fetch '/${AppName}/${Stage}/${AWS::Region}/ExecutionStateTableName' value from Parameter Store
 execution_state_table_name = ssm.get_parameter(
     Name=f'/{APP_NAME}/{STAGE}/{AWS_REGION}/ExecutionStateTableName'
 )['Parameter']['Value']
 
 if __name__ == "__main__":
 
-    # TODO scan table for existing items and throw error if not empty
+    # TODO scan table for existing items and throw error if not empty, require --overwrite flag to proceed
 
     # Paths
-    # output_dir = Path(f"{APP_NAME}/pipeline/config")
-    output_dir = Path(sys.argv[1])
+    input_dir = Path(sys.argv[1])
 
     # read in source config JSON file from local
-    with open(output_dir / "execution-state.json", "r") as f:
+    with open(input_dir / "execution-state.json", "r") as f:
         execution_state = ExecutionState(**json.load(f))
 
+    # for item in execution_state.items:
+    #     item.execution.created_utc = utc_now
+    #     item.execution.updated_utc = utc_now
+
     # execution_state_json = [
     #     {
     #         "commit.sha": item.commit.sha,
@@ -70,8 +74,8 @@
     #     "repository.excluded_commit_shas",
     #     "repository.target_metadata_config",
     #     "repository.tracked_assets"
-
     # ]
+
     execution_state_flat = flatten_json_records(execution_state.dict()["items"], sep="__", select_fields=[item.replace(".", "__") for item in execution_state_table_fields])
 
     # load to dynamodb table named execution_state_table_name using batch put

From 269d83f9adff1cd73cff41217138b9a92252e36c Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 11 Jun 2023 16:34:39 -0700
Subject: [PATCH 054/367] update execution state

---
 gfe-db/pipeline/config/execution-state.json | 4974 +++++--------------
 gfe-db/pipeline/config/source-config.json   |    4 +-
 2 files changed, 1145 insertions(+), 3833 deletions(-)

diff --git a/gfe-db/pipeline/config/execution-state.json b/gfe-db/pipeline/config/execution-state.json
index 22083819..58f8cad1 100644
--- a/gfe-db/pipeline/config/execution-state.json
+++ b/gfe-db/pipeline/config/execution-state.json
@@ -1,16 +1,60 @@
 {
-    "created_utc": "2023-05-09T21:43:16Z",
-    "updated_utc": "2023-05-09T21:43:16Z",
+    "created_utc": "2023-06-11T23:26:49Z",
     "items": [
         {
+            "created_utc": "2023-06-11T23:26:49Z",
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "url": "https://github.com/ANHIG/IMGTHLA",
+                "default_input_parameters": {
+                    "align": false,
+                    "kir": false,
+                    "mem_profile": false,
+                    "limit": -1
+                }
+            },
+            "commit": {
+                "sha": "70b3c643390b8a1e394b5d9cc9ee1f2c6eb1baca",
+                "date_utc": "2023-05-25T11:27:41Z",
+                "message": "Merge pull request #337 from ANHIG/3520\n\nCorrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in De\u2026",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/70b3c643390b8a1e394b5d9cc9ee1f2c6eb1baca"
+            },
+            "execution": {
+                "version": 3520,
+                "status": "NOT_PROCESSED"
+            }
+        },
+        {
+            "created_utc": "2023-06-11T23:26:49Z",
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "url": "https://github.com/ANHIG/IMGTHLA",
+                "default_input_parameters": {
+                    "align": false,
+                    "kir": false,
+                    "mem_profile": false,
+                    "limit": -1
+                }
+            },
+            "commit": {
+                "sha": "62945381d236dcdb2770daf1fa861b216b99635c",
+                "date_utc": "2023-05-25T11:20:51Z",
+                "message": "Corrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/62945381d236dcdb2770daf1fa861b216b99635c"
+            },
+            "execution": {
+                "version": 3520,
+                "status": "NOT_PROCESSED"
+            }
+        },
+        {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -26,20 +70,15 @@
             },
             "execution": {
                 "version": 3520,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -55,20 +94,15 @@
             },
             "execution": {
                 "version": 3520,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -84,20 +118,15 @@
             },
             "execution": {
                 "version": 3510,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -113,20 +142,15 @@
             },
             "execution": {
                 "version": 3510,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -142,20 +166,15 @@
             },
             "execution": {
                 "version": 3510,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -171,20 +190,15 @@
             },
             "execution": {
                 "version": 3500,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -200,20 +214,15 @@
             },
             "execution": {
                 "version": 3500,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -229,20 +238,15 @@
             },
             "execution": {
                 "version": 3500,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -258,20 +262,15 @@
             },
             "execution": {
                 "version": 3500,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -287,20 +286,15 @@
             },
             "execution": {
                 "version": 3500,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -316,20 +310,15 @@
             },
             "execution": {
                 "version": 3500,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -345,20 +334,15 @@
             },
             "execution": {
                 "version": 3490,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -374,20 +358,15 @@
             },
             "execution": {
                 "version": 3490,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -403,20 +382,15 @@
             },
             "execution": {
                 "version": 3490,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -432,20 +406,15 @@
             },
             "execution": {
                 "version": 3490,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -461,20 +430,15 @@
             },
             "execution": {
                 "version": 3490,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -490,20 +454,15 @@
             },
             "execution": {
                 "version": 3490,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -519,20 +478,15 @@
             },
             "execution": {
                 "version": 3490,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -548,20 +502,15 @@
             },
             "execution": {
                 "version": 3490,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -577,20 +526,15 @@
             },
             "execution": {
                 "version": 3490,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -606,20 +550,15 @@
             },
             "execution": {
                 "version": 3490,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -635,20 +574,15 @@
             },
             "execution": {
                 "version": 3490,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -664,20 +598,15 @@
             },
             "execution": {
                 "version": 3490,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -693,20 +622,15 @@
             },
             "execution": {
                 "version": 3480,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -722,20 +646,15 @@
             },
             "execution": {
                 "version": 3480,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -751,20 +670,15 @@
             },
             "execution": {
                 "version": 3480,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -780,20 +694,15 @@
             },
             "execution": {
                 "version": 3480,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
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@@ -809,20 +718,15 @@
             },
             "execution": {
                 "version": 3480,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
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@@ -838,20 +742,15 @@
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             "execution": {
                 "version": 3470,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
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@@ -867,20 +766,15 @@
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             "execution": {
                 "version": 3470,
-                "status": "NOT_PROCESSED",
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-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
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@@ -896,20 +790,15 @@
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             "execution": {
                 "version": 3470,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
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@@ -925,20 +814,15 @@
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             "execution": {
                 "version": 3470,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
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@@ -954,20 +838,15 @@
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             "execution": {
                 "version": 3470,
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-                "input_parameters": null
+                "status": "NOT_PROCESSED"
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@@ -983,20 +862,15 @@
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-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
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@@ -1012,20 +886,15 @@
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             "execution": {
                 "version": 3470,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
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@@ -1041,20 +910,15 @@
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-                "status": "NOT_PROCESSED",
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-                "input_parameters": null
+                "status": "NOT_PROCESSED"
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@@ -1070,20 +934,15 @@
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-                "input_parameters": null
+                "status": "NOT_PROCESSED"
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@@ -1099,20 +958,15 @@
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                 "version": 3470,
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-                "input_parameters": null
+                "status": "NOT_PROCESSED"
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@@ -1128,20 +982,15 @@
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+                "status": "NOT_PROCESSED"
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@@ -1157,20 +1006,15 @@
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-                "input_parameters": null
+                "status": "NOT_PROCESSED"
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@@ -1186,20 +1030,15 @@
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-                "input_parameters": null
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@@ -1215,20 +1054,15 @@
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@@ -1244,20 +1078,15 @@
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@@ -1273,20 +1102,15 @@
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@@ -1302,20 +1126,15 @@
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@@ -1331,20 +1150,15 @@
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@@ -1360,20 +1174,15 @@
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@@ -1389,20 +1198,15 @@
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+                "status": "NOT_PROCESSED"
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@@ -1418,20 +1222,15 @@
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+                "status": "NOT_PROCESSED"
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@@ -1447,20 +1246,15 @@
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@@ -1476,20 +1270,15 @@
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-                "date_utc": null,
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+                "status": "NOT_PROCESSED"
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@@ -1505,20 +1294,15 @@
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-                "input_parameters": null
+                "status": "NOT_PROCESSED"
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@@ -1534,20 +1318,15 @@
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-                "status": "NOT_PROCESSED",
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+                "status": "NOT_PROCESSED"
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@@ -1563,20 +1342,15 @@
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-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
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@@ -1592,20 +1366,15 @@
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-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
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@@ -1621,20 +1390,15 @@
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-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
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@@ -1650,20 +1414,15 @@
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-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
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@@ -1679,20 +1438,15 @@
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-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
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@@ -1708,20 +1462,15 @@
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-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
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@@ -1737,20 +1486,15 @@
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@@ -1795,20 +1534,15 @@
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@@ -1824,20 +1558,15 @@
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@@ -1853,20 +1582,15 @@
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@@ -1882,20 +1606,15 @@
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@@ -1911,20 +1630,15 @@
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@@ -1969,20 +1678,15 @@
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@@ -1998,20 +1702,15 @@
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@@ -2085,20 +1774,15 @@
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@@ -2172,20 +1846,15 @@
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@@ -2201,20 +1870,15 @@
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@@ -2230,20 +1894,15 @@
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@@ -2259,20 +1918,15 @@
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@@ -2288,20 +1942,15 @@
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@@ -2317,20 +1966,15 @@
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@@ -2346,20 +1990,15 @@
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@@ -2375,20 +2014,15 @@
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@@ -2404,20 +2038,15 @@
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@@ -2433,20 +2062,15 @@
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@@ -2462,20 +2086,15 @@
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@@ -2491,20 +2110,15 @@
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@@ -2520,20 +2134,15 @@
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@@ -2549,20 +2158,15 @@
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@@ -2578,20 +2182,15 @@
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@@ -2607,20 +2206,15 @@
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@@ -2636,20 +2230,15 @@
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@@ -2665,20 +2254,15 @@
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@@ -2694,20 +2278,15 @@
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@@ -2723,20 +2302,15 @@
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@@ -2752,20 +2326,15 @@
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@@ -2781,20 +2350,15 @@
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@@ -2810,20 +2374,15 @@
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@@ -2839,20 +2398,15 @@
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@@ -2868,20 +2422,15 @@
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@@ -2897,20 +2446,15 @@
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@@ -2926,20 +2470,15 @@
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@@ -2955,20 +2494,15 @@
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@@ -2984,20 +2518,15 @@
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@@ -3013,20 +2542,15 @@
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@@ -3042,20 +2566,15 @@
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@@ -3071,20 +2590,15 @@
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@@ -3100,20 +2614,15 @@
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@@ -3129,20 +2638,15 @@
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@@ -3158,20 +2662,15 @@
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@@ -3187,20 +2686,15 @@
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@@ -3216,20 +2710,15 @@
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@@ -3245,20 +2734,15 @@
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@@ -3274,20 +2758,15 @@
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@@ -3303,20 +2782,15 @@
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@@ -3332,20 +2806,15 @@
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@@ -3361,20 +2830,15 @@
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@@ -3390,20 +2854,15 @@
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@@ -3419,20 +2878,15 @@
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@@ -3448,20 +2902,15 @@
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@@ -3477,20 +2926,15 @@
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@@ -3506,20 +2950,15 @@
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@@ -3535,20 +2974,15 @@
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@@ -3564,20 +2998,15 @@
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@@ -3593,20 +3022,15 @@
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@@ -3622,20 +3046,15 @@
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@@ -3651,20 +3070,15 @@
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@@ -3680,20 +3094,15 @@
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@@ -3709,20 +3118,15 @@
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@@ -3738,20 +3142,15 @@
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@@ -3767,20 +3166,15 @@
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@@ -3796,20 +3190,15 @@
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@@ -3825,20 +3214,15 @@
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@@ -3854,20 +3238,15 @@
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@@ -3883,20 +3262,15 @@
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@@ -3912,20 +3286,15 @@
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@@ -3941,20 +3310,15 @@
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@@ -3970,20 +3334,15 @@
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@@ -3999,20 +3358,15 @@
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@@ -4028,20 +3382,15 @@
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@@ -4057,20 +3406,15 @@
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@@ -4086,20 +3430,15 @@
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@@ -4115,20 +3454,15 @@
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@@ -4144,20 +3478,15 @@
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@@ -4173,20 +3502,15 @@
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@@ -4202,20 +3526,15 @@
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@@ -4231,20 +3550,15 @@
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@@ -4260,20 +3574,15 @@
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@@ -4289,20 +3598,15 @@
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@@ -4318,20 +3622,15 @@
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@@ -4347,20 +3646,15 @@
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@@ -4376,20 +3670,15 @@
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@@ -4405,20 +3694,15 @@
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@@ -4434,20 +3718,15 @@
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@@ -4463,20 +3742,15 @@
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@@ -4492,20 +3766,15 @@
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@@ -4521,20 +3790,15 @@
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@@ -4550,20 +3814,15 @@
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@@ -4579,20 +3838,15 @@
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@@ -4608,20 +3862,15 @@
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@@ -4637,20 +3886,15 @@
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@@ -4666,20 +3910,15 @@
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@@ -4695,20 +3934,15 @@
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@@ -4724,20 +3958,15 @@
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@@ -4753,20 +3982,15 @@
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@@ -4782,20 +4006,15 @@
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@@ -4811,20 +4030,15 @@
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@@ -4840,20 +4054,15 @@
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@@ -4869,20 +4078,15 @@
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@@ -4898,20 +4102,15 @@
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@@ -4927,20 +4126,15 @@
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@@ -4956,20 +4150,15 @@
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@@ -4985,20 +4174,15 @@
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@@ -5014,20 +4198,15 @@
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@@ -5043,20 +4222,15 @@
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@@ -5072,20 +4246,15 @@
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@@ -5101,20 +4270,15 @@
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@@ -5130,20 +4294,15 @@
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@@ -5159,20 +4318,15 @@
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@@ -5188,20 +4342,15 @@
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@@ -5217,20 +4366,15 @@
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@@ -5246,20 +4390,15 @@
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@@ -5275,20 +4414,15 @@
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@@ -5304,20 +4438,15 @@
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@@ -5333,20 +4462,15 @@
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@@ -5362,20 +4486,15 @@
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@@ -5391,20 +4510,15 @@
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@@ -5420,20 +4534,15 @@
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@@ -5449,20 +4558,15 @@
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@@ -5478,20 +4582,15 @@
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@@ -5507,20 +4606,15 @@
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@@ -5536,20 +4630,15 @@
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@@ -5565,20 +4654,15 @@
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@@ -5594,20 +4678,15 @@
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@@ -5623,20 +4702,15 @@
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@@ -5652,20 +4726,15 @@
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@@ -5681,20 +4750,15 @@
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@@ -5710,20 +4774,15 @@
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@@ -5739,20 +4798,15 @@
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@@ -5768,20 +4822,15 @@
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@@ -5797,20 +4846,15 @@
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@@ -5826,20 +4870,15 @@
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@@ -5855,20 +4894,15 @@
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@@ -5884,20 +4918,15 @@
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@@ -5913,20 +4942,15 @@
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@@ -5971,20 +4990,15 @@
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@@ -6000,20 +5014,15 @@
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@@ -6029,20 +5038,15 @@
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@@ -6058,20 +5062,15 @@
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@@ -6087,20 +5086,15 @@
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@@ -6116,20 +5110,15 @@
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@@ -6145,20 +5134,15 @@
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@@ -6174,20 +5158,15 @@
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@@ -6203,20 +5182,15 @@
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@@ -6232,20 +5206,15 @@
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@@ -6261,20 +5230,15 @@
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@@ -6290,20 +5254,15 @@
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@@ -6319,20 +5278,15 @@
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@@ -6348,20 +5302,15 @@
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@@ -6377,20 +5326,15 @@
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@@ -6406,20 +5350,15 @@
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@@ -6435,20 +5374,15 @@
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@@ -6464,20 +5398,15 @@
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@@ -6493,20 +5422,15 @@
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@@ -6522,20 +5446,15 @@
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@@ -6551,20 +5470,15 @@
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@@ -6580,20 +5494,15 @@
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@@ -6609,20 +5518,15 @@
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@@ -6638,20 +5542,15 @@
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@@ -6667,20 +5566,15 @@
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@@ -6696,20 +5590,15 @@
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@@ -6725,20 +5614,15 @@
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@@ -6754,20 +5638,15 @@
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@@ -6783,20 +5662,15 @@
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@@ -6812,20 +5686,15 @@
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@@ -6841,20 +5710,15 @@
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@@ -6870,20 +5734,15 @@
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@@ -6928,20 +5782,15 @@
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@@ -6957,20 +5806,15 @@
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@@ -6986,20 +5830,15 @@
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@@ -7015,20 +5854,15 @@
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@@ -7044,20 +5878,15 @@
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@@ -7102,20 +5926,15 @@
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@@ -7131,20 +5950,15 @@
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@@ -7160,20 +5974,15 @@
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@@ -7189,20 +5998,15 @@
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@@ -7218,20 +6022,15 @@
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@@ -7247,20 +6046,15 @@
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@@ -7276,20 +6070,15 @@
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@@ -7305,20 +6094,15 @@
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@@ -7334,20 +6118,15 @@
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@@ -7363,20 +6142,15 @@
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@@ -7392,20 +6166,15 @@
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@@ -7421,20 +6190,15 @@
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@@ -7450,20 +6214,15 @@
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@@ -7479,20 +6238,15 @@
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@@ -7508,20 +6262,15 @@
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+                "status": "NOT_PROCESSED"
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@@ -7537,20 +6286,15 @@
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@@ -7566,20 +6310,15 @@
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@@ -7595,20 +6334,15 @@
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@@ -7624,20 +6358,15 @@
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@@ -7653,20 +6382,15 @@
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@@ -7682,20 +6406,15 @@
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@@ -7711,20 +6430,15 @@
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@@ -7740,20 +6454,15 @@
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@@ -7769,20 +6478,15 @@
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@@ -7798,20 +6502,15 @@
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@@ -7827,20 +6526,15 @@
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@@ -7856,20 +6550,15 @@
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@@ -7885,20 +6574,15 @@
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@@ -7914,20 +6598,15 @@
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@@ -7943,20 +6622,15 @@
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@@ -7972,20 +6646,15 @@
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@@ -8001,20 +6670,15 @@
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@@ -8030,20 +6694,15 @@
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@@ -8059,20 +6718,15 @@
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@@ -8088,20 +6742,15 @@
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@@ -8117,20 +6766,15 @@
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@@ -8146,20 +6790,15 @@
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@@ -8175,20 +6814,15 @@
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@@ -8204,20 +6838,15 @@
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@@ -8233,20 +6862,15 @@
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@@ -8262,20 +6886,15 @@
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@@ -8291,20 +6910,15 @@
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@@ -8320,20 +6934,15 @@
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@@ -8349,20 +6958,15 @@
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@@ -8378,20 +6982,15 @@
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@@ -8407,20 +7006,15 @@
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@@ -8436,20 +7030,15 @@
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@@ -8494,20 +7078,15 @@
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@@ -8523,20 +7102,15 @@
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@@ -8552,20 +7126,15 @@
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@@ -8581,20 +7150,15 @@
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@@ -9103,20 +7582,15 @@
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@@ -9132,20 +7606,15 @@
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@@ -9161,20 +7630,15 @@
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@@ -9190,20 +7654,15 @@
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@@ -9219,20 +7678,15 @@
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@@ -9248,20 +7702,15 @@
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@@ -9277,20 +7726,15 @@
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@@ -9306,20 +7750,15 @@
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@@ -9335,20 +7774,15 @@
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@@ -9364,20 +7798,15 @@
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@@ -9393,20 +7822,15 @@
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@@ -9422,20 +7846,15 @@
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@@ -9451,20 +7870,15 @@
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@@ -9480,20 +7894,15 @@
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@@ -9509,20 +7918,15 @@
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@@ -9538,20 +7942,15 @@
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@@ -9654,20 +8038,15 @@
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@@ -9683,20 +8062,15 @@
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@@ -10031,20 +8350,15 @@
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@@ -10060,20 +8374,15 @@
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@@ -10089,20 +8398,15 @@
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@@ -10118,20 +8422,15 @@
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@@ -10147,20 +8446,15 @@
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@@ -10176,20 +8470,15 @@
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@@ -10205,20 +8494,15 @@
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@@ -10234,20 +8518,15 @@
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@@ -10263,20 +8542,15 @@
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@@ -10292,20 +8566,15 @@
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@@ -10321,20 +8590,15 @@
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@@ -10350,20 +8614,15 @@
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@@ -11046,20 +9190,15 @@
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@@ -11075,20 +9214,15 @@
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@@ -11104,20 +9238,15 @@
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@@ -11162,20 +9286,15 @@
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@@ -11220,20 +9334,15 @@
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@@ -11249,20 +9358,15 @@
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@@ -11278,20 +9382,15 @@
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@@ -12119,20 +10078,15 @@
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@@ -12148,20 +10102,15 @@
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@@ -12177,20 +10126,15 @@
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@@ -12235,20 +10174,15 @@
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@@ -12264,20 +10198,15 @@
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@@ -12322,20 +10246,15 @@
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@@ -12351,20 +10270,15 @@
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@@ -12380,20 +10294,15 @@
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@@ -12409,20 +10318,15 @@
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@@ -12438,20 +10342,15 @@
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@@ -12467,20 +10366,15 @@
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@@ -12496,20 +10390,15 @@
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@@ -12525,20 +10414,15 @@
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@@ -12931,20 +10750,15 @@
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@@ -12960,20 +10774,15 @@
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@@ -12989,20 +10798,15 @@
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@@ -13018,20 +10822,15 @@
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@@ -13047,20 +10846,15 @@
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@@ -13076,20 +10870,15 @@
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@@ -13105,20 +10894,15 @@
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@@ -13134,20 +10918,15 @@
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@@ -13163,20 +10942,15 @@
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@@ -13192,20 +10966,15 @@
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@@ -13250,20 +11014,15 @@
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@@ -13279,20 +11038,15 @@
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@@ -13308,20 +11062,15 @@
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@@ -13337,20 +11086,15 @@
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@@ -13366,20 +11110,15 @@
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@@ -13395,20 +11134,15 @@
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@@ -13424,20 +11158,15 @@
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@@ -13453,20 +11182,15 @@
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@@ -13482,20 +11206,15 @@
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@@ -13511,20 +11230,15 @@
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@@ -13540,20 +11254,15 @@
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@@ -13569,20 +11278,15 @@
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@@ -13627,20 +11326,15 @@
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@@ -13656,20 +11350,15 @@
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@@ -13685,20 +11374,15 @@
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@@ -13714,20 +11398,15 @@
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@@ -13743,20 +11422,15 @@
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@@ -13772,20 +11446,15 @@
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@@ -13801,20 +11470,15 @@
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@@ -13830,20 +11494,15 @@
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@@ -13859,20 +11518,15 @@
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@@ -13888,20 +11542,15 @@
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@@ -13917,20 +11566,15 @@
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@@ -13946,20 +11590,15 @@
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@@ -13975,20 +11614,15 @@
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@@ -14004,20 +11638,15 @@
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@@ -14033,20 +11662,15 @@
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@@ -14062,20 +11686,15 @@
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@@ -14091,20 +11710,15 @@
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@@ -14120,20 +11734,15 @@
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@@ -14149,20 +11758,15 @@
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@@ -14294,20 +11878,15 @@
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@@ -14323,20 +11902,15 @@
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@@ -14381,20 +11950,15 @@
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@@ -14845,20 +12334,15 @@
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@@ -14874,20 +12358,15 @@
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@@ -14903,20 +12382,15 @@
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@@ -14932,20 +12406,15 @@
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@@ -14961,20 +12430,15 @@
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@@ -14990,20 +12454,15 @@
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@@ -15019,20 +12478,15 @@
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@@ -15048,20 +12502,15 @@
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@@ -15077,20 +12526,15 @@
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@@ -15106,20 +12550,15 @@
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-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -15135,20 +12574,15 @@
             },
             "execution": {
                 "version": 3180,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -15164,20 +12598,15 @@
             },
             "execution": {
                 "version": 3180,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -15193,20 +12622,15 @@
             },
             "execution": {
                 "version": 3180,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -15222,20 +12646,15 @@
             },
             "execution": {
                 "version": 3180,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -15251,20 +12670,15 @@
             },
             "execution": {
                 "version": 3180,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -15280,20 +12694,15 @@
             },
             "execution": {
                 "version": 3180,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -15309,20 +12718,15 @@
             },
             "execution": {
                 "version": 3180,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -15338,20 +12742,15 @@
             },
             "execution": {
                 "version": 3180,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -15367,20 +12766,15 @@
             },
             "execution": {
                 "version": 3180,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -15396,20 +12790,15 @@
             },
             "execution": {
                 "version": 3180,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -15425,20 +12814,15 @@
             },
             "execution": {
                 "version": 3170,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -15454,20 +12838,15 @@
             },
             "execution": {
                 "version": 3170,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -15483,20 +12862,15 @@
             },
             "execution": {
                 "version": 3170,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -15512,20 +12886,15 @@
             },
             "execution": {
                 "version": 3170,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -15541,20 +12910,15 @@
             },
             "execution": {
                 "version": 3170,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -15570,20 +12934,15 @@
             },
             "execution": {
                 "version": 3170,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -15599,20 +12958,15 @@
             },
             "execution": {
                 "version": 3170,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -15628,20 +12982,15 @@
             },
             "execution": {
                 "version": 3170,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -15657,20 +13006,15 @@
             },
             "execution": {
                 "version": 3170,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -15686,20 +13030,15 @@
             },
             "execution": {
                 "version": 3170,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -15715,20 +13054,15 @@
             },
             "execution": {
                 "version": 3170,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -15744,20 +13078,15 @@
             },
             "execution": {
                 "version": 3170,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -15773,20 +13102,15 @@
             },
             "execution": {
                 "version": 3170,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -15802,20 +13126,15 @@
             },
             "execution": {
                 "version": 3170,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -15831,20 +13150,15 @@
             },
             "execution": {
                 "version": 3170,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         },
         {
+            "created_utc": "2023-06-11T23:26:49Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "description": null,
                 "url": "https://github.com/ANHIG/IMGTHLA",
-                "tracked_assets": null,
-                "target_metadata_config": null,
-                "excluded_commit_shas": null,
                 "default_input_parameters": {
                     "align": false,
                     "kir": false,
@@ -15860,9 +13174,7 @@
             },
             "execution": {
                 "version": 3170,
-                "status": "NOT_PROCESSED",
-                "date_utc": null,
-                "input_parameters": null
+                "status": "NOT_PROCESSED"
             }
         }
     ]
diff --git a/gfe-db/pipeline/config/source-config.json b/gfe-db/pipeline/config/source-config.json
index d144ed06..fa776bb9 100644
--- a/gfe-db/pipeline/config/source-config.json
+++ b/gfe-db/pipeline/config/source-config.json
@@ -1,6 +1,6 @@
 {
-    "created_utc": "2023-05-09T21:43:16Z",
-    "updated_utc": "2023-05-09T21:43:16Z",
+    "created_utc": "2023-06-11T23:26:49Z",
+    "updated_utc": "2023-06-11T23:26:49Z",
     "repositories": {
         "ANHIG/IMGTHLA": {
             "owner": "ANHIG",

From 77bc65f3159719cd366b6bed3ce72ec8d8f12328 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 11 Jun 2023 17:04:46 -0700
Subject: [PATCH 055/367] update execution input parameters in state table

---
 gfe-db/pipeline/statemachines/pipeline.asl.json | 16 ++++++++++++++--
 1 file changed, 14 insertions(+), 2 deletions(-)

diff --git a/gfe-db/pipeline/statemachines/pipeline.asl.json b/gfe-db/pipeline/statemachines/pipeline.asl.json
index 94f008d2..b34172fb 100644
--- a/gfe-db/pipeline/statemachines/pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/pipeline.asl.json
@@ -32,10 +32,22 @@
                                         "N.$": "States.Format('{}', $.version)"
                                     }
                                 },
-                                "UpdateExpression": "SET execution__status = :status",
+                                "UpdateExpression": "SET execution__status = :status, execution__input_parameters__align = :align, execution__input_parameters__kir = :kir, execution__input_parameters__mem_profile = :mem_profile, execution__input_parameters__limit = :limit",
                                 "ExpressionAttributeValues": {
                                     ":status": {
                                         "S": "IN_PROGRESS"
+                                    },
+                                    ":align": {
+                                        "BOOL.$": "$.input_parameters.align"
+                                    },
+                                    ":kir": {
+                                        "BOOL.$": "$.input_parameters.kir"
+                                    },
+                                    ":mem_profile": {
+                                        "BOOL.$": "$.input_parameters.mem_profile"
+                                    },
+                                    ":limit": {
+                                        "N.$": "States.Format('{}', $.input_parameters.limit)"
                                     }
                                 }
                             }
@@ -48,7 +60,7 @@
                         "GfeDbBuildJobMockState": {
                             "Type": "Task",
                             "Resource": "arn:aws:lambda:us-east-1:531868584498:function:GfeDbBuildJobMockFunction",
-                            "ResultPath": "$.s3_path",
+                            "ResultPath": null,
                             "End": true
                         }
                     }

From 023a815d733ecf1e389c0b504f8c50f00260c591 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 11 Jun 2023 17:42:53 -0700
Subject: [PATCH 056/367] update correct timestamps in execution state table

---
 .../pipeline/statemachines/pipeline.asl.json   | 18 +++++++++++++++---
 1 file changed, 15 insertions(+), 3 deletions(-)

diff --git a/gfe-db/pipeline/statemachines/pipeline.asl.json b/gfe-db/pipeline/statemachines/pipeline.asl.json
index b34172fb..9710558e 100644
--- a/gfe-db/pipeline/statemachines/pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/pipeline.asl.json
@@ -32,8 +32,11 @@
                                         "N.$": "States.Format('{}', $.version)"
                                     }
                                 },
-                                "UpdateExpression": "SET execution__status = :status, execution__input_parameters__align = :align, execution__input_parameters__kir = :kir, execution__input_parameters__mem_profile = :mem_profile, execution__input_parameters__limit = :limit",
+                                "UpdateExpression": "SET execution__date_utc = :execution_date_utc, execution__status = :status, execution__input_parameters__align = :align, execution__input_parameters__kir = :kir, execution__input_parameters__mem_profile = :mem_profile, execution__input_parameters__limit = :limit, updated_utc = :updated_utc",
                                 "ExpressionAttributeValues": {
+                                    ":execution_date_utc": {
+                                        "S.$": "$$.Execution.StartTime"
+                                    },
                                     ":status": {
                                         "S": "IN_PROGRESS"
                                     },
@@ -48,6 +51,9 @@
                                     },
                                     ":limit": {
                                         "N.$": "States.Format('{}', $.input_parameters.limit)"
+                                    },
+                                    ":updated_utc": {
+                                        "S.$": "$$.State.EnteredTime"
                                     }
                                 }
                             }
@@ -126,10 +132,13 @@
                                         "N.$": "States.Format('{}', $.version)"
                                     }
                                 },
-                                "UpdateExpression": "SET execution__status = :status",
+                                "UpdateExpression": "SET execution__status = :status, updated_utc = :updated_utc",
                                 "ExpressionAttributeValues": {
                                     ":status": {
                                         "S": "FAILED"
+                                    },
+                                    ":updated_utc": {
+                                        "S.$": "$$.State.EnteredTime"
                                     }
                                 }
                             }
@@ -181,10 +190,13 @@
                                         "N.$": "States.Format('{}', $.version)"
                                     }
                                 },
-                                "UpdateExpression": "SET execution__status = :status",
+                                "UpdateExpression": "SET execution__status = :status, updated_utc = :updated_utc",
                                 "ExpressionAttributeValues": {
                                     ":status": {
                                         "S": "SUCCESS"
+                                    },
+                                    ":updated_utc": {
+                                        "S.$": "$$.State.EnteredTime"
                                     }
                                 }
                             }

From 765ff1d8b5c00134a3999da8430f9204cc6ced1d Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Mon, 12 Jun 2023 19:19:58 -0700
Subject: [PATCH 057/367] deploy InvokeUpdatePipeline function

---
 gfe-db/pipeline/Makefile                      |   1 +
 gfe-db/pipeline/functions/environment.json    |   7 +
 .../functions/invoke_load_script/app.py       |   3 +-
 .../events/batch-job-running-state-event.json |   0
 .../events/sfn-execution-aborted-event.json   |   0
 .../events/sfn-execution-failed-event.json    |   0
 .../events/sfn-execution-started-event.json   |   0
 .../events/sfn-execution-succeeded-event.json |   0
 .../events/sfn-execution-timeout-event.json   |   0
 .../requirements.txt                          |   0
 .../src/__init__.py                           |   0
 .../invoke_update_pipeline/src/app.py         |  45 ++++++
 .../src/requirements.txt                      |   0
 .../update_execution_state/src/app.py         |  50 ------
 gfe-db/pipeline/template.yaml                 | 147 ++++++++++--------
 15 files changed, 137 insertions(+), 116 deletions(-)
 rename gfe-db/pipeline/functions/{update_execution_state => invoke_update_pipeline}/events/batch-job-running-state-event.json (100%)
 rename gfe-db/pipeline/functions/{update_execution_state => invoke_update_pipeline}/events/sfn-execution-aborted-event.json (100%)
 rename gfe-db/pipeline/functions/{update_execution_state => invoke_update_pipeline}/events/sfn-execution-failed-event.json (100%)
 rename gfe-db/pipeline/functions/{update_execution_state => invoke_update_pipeline}/events/sfn-execution-started-event.json (100%)
 rename gfe-db/pipeline/functions/{update_execution_state => invoke_update_pipeline}/events/sfn-execution-succeeded-event.json (100%)
 rename gfe-db/pipeline/functions/{update_execution_state => invoke_update_pipeline}/events/sfn-execution-timeout-event.json (100%)
 rename gfe-db/pipeline/functions/{update_execution_state/src => invoke_update_pipeline}/requirements.txt (100%)
 rename gfe-db/pipeline/functions/{update_execution_state => invoke_update_pipeline}/src/__init__.py (100%)
 create mode 100644 gfe-db/pipeline/functions/invoke_update_pipeline/src/app.py
 create mode 100644 gfe-db/pipeline/functions/invoke_update_pipeline/src/requirements.txt
 delete mode 100644 gfe-db/pipeline/functions/update_execution_state/src/app.py

diff --git a/gfe-db/pipeline/Makefile b/gfe-db/pipeline/Makefile
index 26ff810a..af2433ba 100644
--- a/gfe-db/pipeline/Makefile
+++ b/gfe-db/pipeline/Makefile
@@ -38,6 +38,7 @@ service.functions.deploy:
 			CheckSourceUpdateFunctionTimeout="$$(cat functions/environment.json | jq -r '.Functions.CheckSourceUpdate.FunctionConfiguration.Timeout')" \
 			CheckSourceUpdateFunctionSchedule="$$(cat functions/environment.json | jq -r '.Functions.CheckSourceUpdate.CheckSourceUpdateFunctionSchedule')" \
 			InvokeLoadScriptFunctionName="$${STAGE}"-"$${APP_NAME}"-"$$(cat functions/environment.json | jq -r '.Functions.InvokeLoadScript.FunctionConfiguration.FunctionName')" \
+			InvokeUpdatePipelineFunctionName="$${STAGE}"-"$${APP_NAME}"-"$$(cat functions/environment.json | jq -r '.Functions.InvokeUpdatePipeline.FunctionConfiguration.FunctionName')" \
 			ECRBaseUri="${ECR_BASE_URI}" \
 			BuildServiceRepositoryName="${BUILD_REPOSITORY}" \
 			2>&1 | tee -a $$CFN_LOG_PATH || true
diff --git a/gfe-db/pipeline/functions/environment.json b/gfe-db/pipeline/functions/environment.json
index bfb74740..6963e3ff 100644
--- a/gfe-db/pipeline/functions/environment.json
+++ b/gfe-db/pipeline/functions/environment.json
@@ -14,6 +14,13 @@
                 "Timeout": 60,
                 "MemorySize": 256
             }
+        },
+        "InvokeUpdatePipeline": {
+            "FunctionConfiguration": {
+                "FunctionName": "invoke-update-pipeline",
+                "Timeout": 60,
+                "MemorySize": 256
+            }
         }
     }
 }
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/invoke_load_script/app.py b/gfe-db/pipeline/functions/invoke_load_script/app.py
index bf303f7b..6d098055 100644
--- a/gfe-db/pipeline/functions/invoke_load_script/app.py
+++ b/gfe-db/pipeline/functions/invoke_load_script/app.py
@@ -52,7 +52,8 @@ def lambda_handler(event, context):
 
     logger.info(json.dumps(event))
     
-    # TODO BOOKMARK 5/31/23: Check if Neo4jLoadQueryDocument is already running, if it is exit 0
+    # TODO BOOKMARK 5/31/23: Check if Neo4jLoadQueryDocument is already running, if it is exit 0 (makes service idempotent)
+    # Note: Neo4jLoadQueryDocument only needs to be triggered once and it will fetch the next release until there are no more left 
 
     cmd = command_line_default
 
diff --git a/gfe-db/pipeline/functions/update_execution_state/events/batch-job-running-state-event.json b/gfe-db/pipeline/functions/invoke_update_pipeline/events/batch-job-running-state-event.json
similarity index 100%
rename from gfe-db/pipeline/functions/update_execution_state/events/batch-job-running-state-event.json
rename to gfe-db/pipeline/functions/invoke_update_pipeline/events/batch-job-running-state-event.json
diff --git a/gfe-db/pipeline/functions/update_execution_state/events/sfn-execution-aborted-event.json b/gfe-db/pipeline/functions/invoke_update_pipeline/events/sfn-execution-aborted-event.json
similarity index 100%
rename from gfe-db/pipeline/functions/update_execution_state/events/sfn-execution-aborted-event.json
rename to gfe-db/pipeline/functions/invoke_update_pipeline/events/sfn-execution-aborted-event.json
diff --git a/gfe-db/pipeline/functions/update_execution_state/events/sfn-execution-failed-event.json b/gfe-db/pipeline/functions/invoke_update_pipeline/events/sfn-execution-failed-event.json
similarity index 100%
rename from gfe-db/pipeline/functions/update_execution_state/events/sfn-execution-failed-event.json
rename to gfe-db/pipeline/functions/invoke_update_pipeline/events/sfn-execution-failed-event.json
diff --git a/gfe-db/pipeline/functions/update_execution_state/events/sfn-execution-started-event.json b/gfe-db/pipeline/functions/invoke_update_pipeline/events/sfn-execution-started-event.json
similarity index 100%
rename from gfe-db/pipeline/functions/update_execution_state/events/sfn-execution-started-event.json
rename to gfe-db/pipeline/functions/invoke_update_pipeline/events/sfn-execution-started-event.json
diff --git a/gfe-db/pipeline/functions/update_execution_state/events/sfn-execution-succeeded-event.json b/gfe-db/pipeline/functions/invoke_update_pipeline/events/sfn-execution-succeeded-event.json
similarity index 100%
rename from gfe-db/pipeline/functions/update_execution_state/events/sfn-execution-succeeded-event.json
rename to gfe-db/pipeline/functions/invoke_update_pipeline/events/sfn-execution-succeeded-event.json
diff --git a/gfe-db/pipeline/functions/update_execution_state/events/sfn-execution-timeout-event.json b/gfe-db/pipeline/functions/invoke_update_pipeline/events/sfn-execution-timeout-event.json
similarity index 100%
rename from gfe-db/pipeline/functions/update_execution_state/events/sfn-execution-timeout-event.json
rename to gfe-db/pipeline/functions/invoke_update_pipeline/events/sfn-execution-timeout-event.json
diff --git a/gfe-db/pipeline/functions/update_execution_state/src/requirements.txt b/gfe-db/pipeline/functions/invoke_update_pipeline/requirements.txt
similarity index 100%
rename from gfe-db/pipeline/functions/update_execution_state/src/requirements.txt
rename to gfe-db/pipeline/functions/invoke_update_pipeline/requirements.txt
diff --git a/gfe-db/pipeline/functions/update_execution_state/src/__init__.py b/gfe-db/pipeline/functions/invoke_update_pipeline/src/__init__.py
similarity index 100%
rename from gfe-db/pipeline/functions/update_execution_state/src/__init__.py
rename to gfe-db/pipeline/functions/invoke_update_pipeline/src/__init__.py
diff --git a/gfe-db/pipeline/functions/invoke_update_pipeline/src/app.py b/gfe-db/pipeline/functions/invoke_update_pipeline/src/app.py
new file mode 100644
index 00000000..0062d749
--- /dev/null
+++ b/gfe-db/pipeline/functions/invoke_update_pipeline/src/app.py
@@ -0,0 +1,45 @@
+"""
+Lambda with EventBridge event source
+* State Machine events trigger the function (State Change, Success, Failure etc.)
+* This function may need to have access to the names of states in the state machine so it can update the execution status
+  * Map state names to status updates
+"""
+
+import os
+import logging
+import json
+import boto3
+
+# set up logging
+logger = logging.getLogger()
+logger.setLevel(logging.INFO)
+
+# Environment
+AWS_REGION = os.environ["AWS_REGION"]
+
+# Boto3 Clients
+session = boto3.Session(region_name=AWS_REGION)
+ssm = session.client('ssm', region_name=AWS_REGION)
+ec2 = session.client('ec2', region_name=AWS_REGION)
+
+# Get SSM Parameters
+neo4j_database_instance_id = ssm.get_parameter(Name=os.environ["NEO4J_DATABASE_INSTANCE_ID_SSM_PARAM"])["Parameter"]["Value"]
+update_pipeline_state_machine_arn = ssm.get_parameter(Name=os.environ["UDPATE_PIPELINE_STATE_MACHINE_ARN_SSM_PARAM"])['Parameter']['Value']
+
+# Check that database is running, abort if not
+response = ec2.describe_instance_status(InstanceIds=[neo4j_database_instance_id])
+if response['InstanceStatuses'][0]['InstanceState']['Name'] != 'running':
+    raise Exception(f'Instance {neo4j_database_instance_id} is not running, aborting...')
+else:
+    logger.info(f'Instance {neo4j_database_instance_id} is running')
+
+
+def lambda_handler(event, context):
+    logger.info(json.dumps(event))
+
+    # Invoke state machine
+
+    return
+
+if __name__ == "__main__":
+    lambda_handler({}, object)
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/invoke_update_pipeline/src/requirements.txt b/gfe-db/pipeline/functions/invoke_update_pipeline/src/requirements.txt
new file mode 100644
index 00000000..e69de29b
diff --git a/gfe-db/pipeline/functions/update_execution_state/src/app.py b/gfe-db/pipeline/functions/update_execution_state/src/app.py
deleted file mode 100644
index dedacebe..00000000
--- a/gfe-db/pipeline/functions/update_execution_state/src/app.py
+++ /dev/null
@@ -1,50 +0,0 @@
-"""
-Lambda with EventBridge event source
-* State Machine events trigger the function (State Change, Success, Failure etc.)
-* This function may need to have access to the names of states in the state machine so it can update the execution status
-  * Map state names to status updates
-"""
-
-import os
-import logging
-import json
-import boto3
-
-# set up logging
-logger = logging.getLogger()
-logger.setLevel(logging.INFO)
-
-# Environment
-AWS_REGION = os.environ["AWS_REGION"]
-
-# Get SSM Parameters
-ssm = boto3.client('ssm')
-# state_machine_arn '/${AppName}/${Stage}/${AWS::Region}/UpdatePipelineArn'
-state_machine_arn = ssm.get_parameter(
-    Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/UpdatePipelineArn'
-)['Parameter']['Value']
-
-# table_name '/${AppName}/${Stage}/${AWS::Region}/ExecutionStateTableName'
-table_name = ssm.get_parameter(
-    Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/ExecutionStateTableName'
-)['Parameter']['Value']
-
-# job queue ARN '/${AppName}/${Stage}/${AWS::Region}/BuildJobQueueArn'
-job_queue_arn = ssm.get_parameter(
-    Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/BuildJobQueueArn'
-)['Parameter']['Value']
-
-def lambda_handler(event, context):
-    logger.info(json.loads(event))
-
-    # Get State Machine ARN
-
-    # Load event
-
-    # Validate Event is from correct State Machine or Batch Job queue
-
-    # Determine event type
-
-    # Update table
-    
-    return
\ No newline at end of file
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 61c88610..4a1e10fc 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -34,6 +34,8 @@ Parameters:
     Type: String
   InvokeLoadScriptFunctionName:
     Type: String
+  InvokeUpdatePipelineFunctionName:
+    Type: String
   ECRBaseUri:
     Type: String
   BuildServiceRepositoryName:
@@ -369,7 +371,7 @@ Resources:
     Properties:
       Type: String
       Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/BuildServiceRepositoryName'
-      Description: "Name of gfe-db build service repository"
+      Description: !Sub "Name of ${AppName} build service repository"
       Value: !Ref BuildServiceRepositoryName
 
   GfeDbProcessingQueue:
@@ -382,6 +384,13 @@ Resources:
         deadLetterTargetArn: !GetAtt GfeDbProcessingDeadLetterQueue.Arn
         maxReceiveCount: 3
 
+  GfeDbProcessingDeadLetterQueue:
+    Type: AWS::SQS::Queue
+    Properties:
+      VisibilityTimeout: 43200
+      MessageRetentionPeriod: 1209600
+      ReceiveMessageWaitTimeSeconds: 10
+
   GfeDbProcessingQueueUrlParameter:
     Type: AWS::SSM::Parameter
     Properties:
@@ -390,13 +399,6 @@ Resources:
       Description: "URL of gfe-db processing queue"
       Value: !GetAtt GfeDbProcessingQueue.QueueUrl
 
-  GfeDbProcessingDeadLetterQueue:
-    Type: AWS::SQS::Queue
-    Properties:
-      VisibilityTimeout: 300
-      MessageRetentionPeriod: 43200
-      ReceiveMessageWaitTimeSeconds: 20
-
   CheckSourceUpdateFunction:
     Type: AWS::Serverless::Function
     Properties:
@@ -413,6 +415,7 @@ Resources:
         Variables:
           APP_NAME: !Ref AppName
           STAGE: !Ref Stage
+          # TODO PROCESSING_QUEUE_URL_PARAM: !Ref GfeDbProcessingQueueUrlParameter
           PIPELINE_SOURCE_CONFIG_S3_PATH: !Sub '${ConfigS3Path}/${ServiceName}/source-config.json'
       Events:
         Trigger:
@@ -486,59 +489,47 @@ Resources:
   #       - Name: FunctionName
   #         Value: !Ref CheckSourceUpdateFunctionName
 
-  InvokeLoadScriptFunction:
+  InvokeUpdatePipelineFunction:
     Type: AWS::Serverless::Function
     Properties:
-      FunctionName: !Ref InvokeLoadScriptFunctionName
-      Description: !Sub "Invoke server-side loading on Neo4j for ${AppName}"
-      CodeUri: functions/invoke_load_script/
+      FunctionName: !Ref InvokeUpdatePipelineFunctionName
+      Description: !Sub "Invoke the build and load processing pipeline for ${AppName}"
+      CodeUri: functions/invoke_update_pipeline/src/
       Handler: app.lambda_handler
       Runtime: python3.9
-      MemorySize: 256
+      MemorySize: 128
       Timeout: 60
       Architectures:
         - x86_64
       Environment:
         Variables:
-          NEO4J_LOAD_QUERY_DOCUMENT_NAME_SSM_PARAM: !Sub '/${AppName}/${Stage}/${AWS::Region}/Neo4jLoadQueryDocumentName'
           NEO4J_DATABASE_INSTANCE_ID_SSM_PARAM: !Sub '/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseInstanceId'
-          LOAD_RELEASE_ACTIVITY_ARN_SSM_PARAM: !Sub '/${AppName}/${Stage}/${AWS::Region}/LoadReleaseActivityArn'
-          APP_NAME: !Ref AppName
+          UDPATE_PIPELINE_STATE_MACHINE_ARN_SSM_PARAM: !Sub '/${AppName}/${Stage}/${AWS::Region}/UpdatePipelineStateMachineArn'
       Policies:
         - AWSLambdaBasicExecutionRole
         - Version: "2012-10-17"
           Statement:
-            - Effect: "Allow"
-              Action: 
-                - "ssm:SendCommand"
-                - "ssm:GetDocument"
-              Resource:
-                - !Sub 'arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:document/${Neo4jLoadQueryDocument}'
-                - !Sub 'arn:${AWS::Partition}:ec2:${AWS::Region}:${AWS::AccountId}:instance/*'
             - Effect: "Allow"
               Action: 
                 - "ssm:GetParameters"
                 - "ssm:GetParameter"
               Resource: 
                 - "*"
-
-  InvokeLoadScriptFunctionAlarm:
-    Type: AWS::CloudWatch::Alarm
-    Properties:
-      AlarmDescription: !Sub 'Alarm for ${InvokeLoadScriptFunction} function errors'
-      ActionsEnabled: true
-      AlarmActions:
-        - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn}}'
-      MetricName: Errors
-      Namespace: AWS/Lambda
-      Statistic: Sum
-      Period: 86400
-      EvaluationPeriods: 1
-      Threshold: 1
-      ComparisonOperator: GreaterThanOrEqualToThreshold
-      Dimensions:
-        - Name: FunctionName
-          Value: !Ref InvokeLoadScriptFunctionName
+            - Effect: "Allow"
+              Action: 
+                - "ec2:DescribeInstances"
+              Resource: "*" # Has to be for all resources since Instance ID is not available when this stack is deployed
+            - Effect: "Allow"
+              Action: 
+                - "states:StartExecution"
+              Resource: 
+                - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/UpdatePipelineStateMachineArn}}'
+      Events:
+        InvokeUpdatePipeline:
+          Type: SQS
+          Properties:
+            Queue: !GetAtt GfeDbProcessingQueue.Arn
+            BatchSize: 10
 
   UpdatePipelineStateMachine:
     Type: AWS::Serverless::StateMachine
@@ -546,7 +537,6 @@ Resources:
       DefinitionUri: statemachines/pipeline.asl.json
       DefinitionSubstitutions:
         ExecutionStateTable: !Ref ExecutionStateTable
-        GfeDbLoadReleaseQueueUrl: !GetAtt GfeDbLoadReleaseQueue.QueueUrl
         GfeDbExecutionResultTopicArn: !GetAtt GfeDbExecutionResultTopic.TopicArn
       #   BuildJobDefinition: !Ref BuildJobDefinition
       #   BuildJobName: !Sub '${Stage}-${AppName}-build-job'
@@ -560,8 +550,6 @@ Resources:
             FunctionName: GfeDbLoadMockFunction
         - LambdaInvokePolicy:
             FunctionName: !Ref InvokeLoadScriptFunction
-        - SQSSendMessagePolicy:
-            QueueName: !GetAtt GfeDbLoadReleaseQueue.QueueName
         - DynamoDBWritePolicy:
             TableName: !Ref ExecutionStateTable
         - SNSPublishMessagePolicy:
@@ -659,30 +647,59 @@ Resources:
   #       IncludeExecutionData: true
   #       Level: ALL
 
-  GfeDbLoadReleaseQueue:
-    Type: AWS::SQS::Queue
-    Properties:
-      VisibilityTimeout: 43200
-      MessageRetentionPeriod: 1209600
-      ReceiveMessageWaitTimeSeconds: 5
-      RedrivePolicy:
-        deadLetterTargetArn: !GetAtt GfeDbProcessingDeadLetterQueue.Arn
-        maxReceiveCount: 1
-
-  GfeDbProcessingDeadLetterQueue:
-    Type: AWS::SQS::Queue
+  InvokeLoadScriptFunction:
+    Type: AWS::Serverless::Function
     Properties:
-      VisibilityTimeout: 43200
-      MessageRetentionPeriod: 1209600
-      ReceiveMessageWaitTimeSeconds: 10
+      FunctionName: !Ref InvokeLoadScriptFunctionName
+      Description: !Sub "Invoke server-side loading on Neo4j for ${AppName}"
+      CodeUri: functions/invoke_load_script/
+      Handler: app.lambda_handler
+      Runtime: python3.9
+      MemorySize: 256
+      Timeout: 60
+      Architectures:
+        - x86_64
+      Environment:
+        Variables:
+          NEO4J_LOAD_QUERY_DOCUMENT_NAME_SSM_PARAM: !Sub '/${AppName}/${Stage}/${AWS::Region}/Neo4jLoadQueryDocumentName'
+          NEO4J_DATABASE_INSTANCE_ID_SSM_PARAM: !Sub '/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseInstanceId'
+          LOAD_RELEASE_ACTIVITY_ARN_SSM_PARAM: !Sub '/${AppName}/${Stage}/${AWS::Region}/LoadReleaseActivityArn'
+          APP_NAME: !Ref AppName
+      Policies:
+        - AWSLambdaBasicExecutionRole
+        - Version: "2012-10-17"
+          Statement:
+            - Effect: "Allow"
+              Action: 
+                - "ssm:SendCommand"
+                - "ssm:GetDocument"
+              Resource:
+                - !Sub 'arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:document/${Neo4jLoadQueryDocument}'
+                - !Sub 'arn:${AWS::Partition}:ec2:${AWS::Region}:${AWS::AccountId}:instance/*'
+            - Effect: "Allow"
+              Action: 
+                - "ssm:GetParameters"
+                - "ssm:GetParameter"
+              Resource: 
+                - "*"
 
-  GfeDbLoadReleaseQueueUrlParameter:
-    Type: AWS::SSM::Parameter
+  InvokeLoadScriptFunctionAlarm:
+    Type: AWS::CloudWatch::Alarm
     Properties:
-      Type: String
-      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/GfeDbLoadReleaseQueueUrl'
-      Description: "URL of gfe-db processing queue"
-      Value: !GetAtt GfeDbLoadReleaseQueue.QueueUrl
+      AlarmDescription: !Sub 'Alarm for ${InvokeLoadScriptFunction} function errors'
+      ActionsEnabled: true
+      AlarmActions:
+        - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn}}'
+      MetricName: Errors
+      Namespace: AWS/Lambda
+      Statistic: Sum
+      Period: 86400
+      EvaluationPeriods: 1
+      Threshold: 1
+      ComparisonOperator: GreaterThanOrEqualToThreshold
+      Dimensions:
+        - Name: FunctionName
+          Value: !Ref InvokeLoadScriptFunctionName
 
   GfeDbExecutionResultTopic:
     Type: AWS::SNS::Topic

From d1fd7d1c00729cb2ae49b8ff50983e824b31b344 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Tue, 13 Jun 2023 18:14:50 -0700
Subject: [PATCH 058/367] remove default_input_parameters from state table and
 fix timestamps

---
 gfe-db/pipeline/Makefile                      |    4 +-
 gfe-db/pipeline/config/execution-state.json   | 5492 ++++-------------
 gfe-db/pipeline/config/source-config.json     |    4 +-
 .../functions/check_source_update/src/app.py  |   48 +-
 .../src/utils/constants.py                    |    4 -
 .../check_source_update/src/utils/types.py    |    5 +-
 .../check_source_update/src/utils/utils.py    |   60 +-
 .../pipeline/scripts/source_config/build.py   |   33 +-
 gfe-db/pipeline/scripts/source_config/load.py |   37 +-
 9 files changed, 1206 insertions(+), 4481 deletions(-)

diff --git a/gfe-db/pipeline/Makefile b/gfe-db/pipeline/Makefile
index af2433ba..413c1634 100644
--- a/gfe-db/pipeline/Makefile
+++ b/gfe-db/pipeline/Makefile
@@ -46,8 +46,7 @@ service.functions.deploy:
 service.jobs.deploy:
 	$(MAKE) -C jobs/ deploy
 
-# TODO handle virtual environment creation
-# TODO pass output directory as argument
+# TODO handle virtual environment creation and activation
 service.config.build-source-config:
 	@python3 scripts/source_config/build.py ${ROOT_DIR}/${APP_NAME}/${SERVICE}/config/
 
@@ -55,6 +54,7 @@ service.config.load-source-config:
 	@python3 scripts/source_config/load.py ${ROOT_DIR}/${APP_NAME}/${SERVICE}/config/
 
 # TODO parameterize S3 config path and export as environment variable to recall in database shell scripts
+# TODO integrate and automate the build/load process for source config and execution state
 service.config.deploy:
 	@config_s3_path=s3://$${DATA_BUCKET_NAME}/$${CONFIG_S3_PATH}/${SERVICE} && \
 	echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deploying config to $$config_s3_path" 2>&1 | tee -a $$CFN_LOG_PATH && \
diff --git a/gfe-db/pipeline/config/execution-state.json b/gfe-db/pipeline/config/execution-state.json
index 58f8cad1..d088447a 100644
--- a/gfe-db/pipeline/config/execution-state.json
+++ b/gfe-db/pipeline/config/execution-state.json
@@ -1,18 +1,12 @@
 {
-    "created_utc": "2023-06-11T23:26:49Z",
+    "created_utc": "2023-06-13T23:31:50Z",
     "items": [
         {
-            "created_utc": "2023-06-11T23:26:49Z",
+            "created_utc": "2023-06-13T23:31:50Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA",
-                "default_input_parameters": {
-                    "align": false,
-                    "kir": false,
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-                "url": "https://github.com/ANHIG/IMGTHLA",
-                "default_input_parameters": {
-                    "align": false,
-                    "kir": false,
-                    "mem_profile": false,
-                    "limit": -1
-                }
+                "url": "https://github.com/ANHIG/IMGTHLA"
             },
             "commit": {
                 "sha": "fcd68570866ef29194433ac4087d4505ca08f8b1",
@@ -12674,17 +9506,11 @@
             }
         },
         {
-            "created_utc": "2023-06-11T23:26:49Z",
+            "created_utc": "2023-06-13T23:31:50Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA",
-                "default_input_parameters": {
-                    "align": false,
-                    "kir": false,
-                    "mem_profile": false,
-                    "limit": -1
-                }
+                "url": "https://github.com/ANHIG/IMGTHLA"
             },
             "commit": {
                 "sha": "77dab20c6e423fef3c41419cdc9271b3d5d667c5",
@@ -12698,17 +9524,11 @@
             }
         },
         {
-            "created_utc": "2023-06-11T23:26:49Z",
+            "created_utc": "2023-06-13T23:31:50Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA",
-                "default_input_parameters": {
-                    "align": false,
-                    "kir": false,
-                    "mem_profile": false,
-                    "limit": -1
-                }
+                "url": "https://github.com/ANHIG/IMGTHLA"
             },
             "commit": {
                 "sha": "6070036419bc21c39658a0362a91bb0ba6105b56",
@@ -12722,17 +9542,11 @@
             }
         },
         {
-            "created_utc": "2023-06-11T23:26:49Z",
+            "created_utc": "2023-06-13T23:31:50Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA",
-                "default_input_parameters": {
-                    "align": false,
-                    "kir": false,
-                    "mem_profile": false,
-                    "limit": -1
-                }
+                "url": "https://github.com/ANHIG/IMGTHLA"
             },
             "commit": {
                 "sha": "b2bc0b6582d3d681518ba61fda43f4412ed4ce3c",
@@ -12746,17 +9560,11 @@
             }
         },
         {
-            "created_utc": "2023-06-11T23:26:49Z",
+            "created_utc": "2023-06-13T23:31:50Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA",
-                "default_input_parameters": {
-                    "align": false,
-                    "kir": false,
-                    "mem_profile": false,
-                    "limit": -1
-                }
+                "url": "https://github.com/ANHIG/IMGTHLA"
             },
             "commit": {
                 "sha": "552bffb1497d24e4f71b1accf7905a6356622c97",
@@ -12770,17 +9578,11 @@
             }
         },
         {
-            "created_utc": "2023-06-11T23:26:49Z",
+            "created_utc": "2023-06-13T23:31:50Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA",
-                "default_input_parameters": {
-                    "align": false,
-                    "kir": false,
-                    "mem_profile": false,
-                    "limit": -1
-                }
+                "url": "https://github.com/ANHIG/IMGTHLA"
             },
             "commit": {
                 "sha": "e6cc9f3080932f9c77b6b03a7ab2e65ddb50bb3f",
@@ -12794,17 +9596,11 @@
             }
         },
         {
-            "created_utc": "2023-06-11T23:26:49Z",
+            "created_utc": "2023-06-13T23:31:50Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA",
-                "default_input_parameters": {
-                    "align": false,
-                    "kir": false,
-                    "mem_profile": false,
-                    "limit": -1
-                }
+                "url": "https://github.com/ANHIG/IMGTHLA"
             },
             "commit": {
                 "sha": "3a71348c5399bbcc1c2b28cd4ebaaa287cd5269e",
@@ -12818,17 +9614,11 @@
             }
         },
         {
-            "created_utc": "2023-06-11T23:26:49Z",
+            "created_utc": "2023-06-13T23:31:50Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA",
-                "default_input_parameters": {
-                    "align": false,
-                    "kir": false,
-                    "mem_profile": false,
-                    "limit": -1
-                }
+                "url": "https://github.com/ANHIG/IMGTHLA"
             },
             "commit": {
                 "sha": "3645f26142d7b8481ab0b9848f87822118f04415",
@@ -12842,17 +9632,11 @@
             }
         },
         {
-            "created_utc": "2023-06-11T23:26:49Z",
+            "created_utc": "2023-06-13T23:31:50Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA",
-                "default_input_parameters": {
-                    "align": false,
-                    "kir": false,
-                    "mem_profile": false,
-                    "limit": -1
-                }
+                "url": "https://github.com/ANHIG/IMGTHLA"
             },
             "commit": {
                 "sha": "cfcebc23178847dbd71fd1154c59a251a2d570b8",
@@ -12866,17 +9650,11 @@
             }
         },
         {
-            "created_utc": "2023-06-11T23:26:49Z",
+            "created_utc": "2023-06-13T23:31:50Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA",
-                "default_input_parameters": {
-                    "align": false,
-                    "kir": false,
-                    "mem_profile": false,
-                    "limit": -1
-                }
+                "url": "https://github.com/ANHIG/IMGTHLA"
             },
             "commit": {
                 "sha": "4826201263c95aefc29beaeb323f883cf6b4edfb",
@@ -12890,17 +9668,11 @@
             }
         },
         {
-            "created_utc": "2023-06-11T23:26:49Z",
+            "created_utc": "2023-06-13T23:31:50Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA",
-                "default_input_parameters": {
-                    "align": false,
-                    "kir": false,
-                    "mem_profile": false,
-                    "limit": -1
-                }
+                "url": "https://github.com/ANHIG/IMGTHLA"
             },
             "commit": {
                 "sha": "0022011301eada9040803c924aa45423fd39e89c",
@@ -12914,17 +9686,11 @@
             }
         },
         {
-            "created_utc": "2023-06-11T23:26:49Z",
+            "created_utc": "2023-06-13T23:31:50Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA",
-                "default_input_parameters": {
-                    "align": false,
-                    "kir": false,
-                    "mem_profile": false,
-                    "limit": -1
-                }
+                "url": "https://github.com/ANHIG/IMGTHLA"
             },
             "commit": {
                 "sha": "69ac32a1e30dda03ea96d38178682a986d2b01db",
@@ -12938,17 +9704,11 @@
             }
         },
         {
-            "created_utc": "2023-06-11T23:26:49Z",
+            "created_utc": "2023-06-13T23:31:50Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA",
-                "default_input_parameters": {
-                    "align": false,
-                    "kir": false,
-                    "mem_profile": false,
-                    "limit": -1
-                }
+                "url": "https://github.com/ANHIG/IMGTHLA"
             },
             "commit": {
                 "sha": "340238f97d078fc6b8524deac6366c9ce261b049",
@@ -12962,17 +9722,11 @@
             }
         },
         {
-            "created_utc": "2023-06-11T23:26:49Z",
+            "created_utc": "2023-06-13T23:31:50Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA",
-                "default_input_parameters": {
-                    "align": false,
-                    "kir": false,
-                    "mem_profile": false,
-                    "limit": -1
-                }
+                "url": "https://github.com/ANHIG/IMGTHLA"
             },
             "commit": {
                 "sha": "8632b0d19389dcac1b3f1089b634396b51ae8530",
@@ -12986,17 +9740,11 @@
             }
         },
         {
-            "created_utc": "2023-06-11T23:26:49Z",
+            "created_utc": "2023-06-13T23:31:50Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA",
-                "default_input_parameters": {
-                    "align": false,
-                    "kir": false,
-                    "mem_profile": false,
-                    "limit": -1
-                }
+                "url": "https://github.com/ANHIG/IMGTHLA"
             },
             "commit": {
                 "sha": "9d8f585502fcfe70c5f809ba44856a6f0cd986a2",
@@ -13010,17 +9758,11 @@
             }
         },
         {
-            "created_utc": "2023-06-11T23:26:49Z",
+            "created_utc": "2023-06-13T23:31:50Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA",
-                "default_input_parameters": {
-                    "align": false,
-                    "kir": false,
-                    "mem_profile": false,
-                    "limit": -1
-                }
+                "url": "https://github.com/ANHIG/IMGTHLA"
             },
             "commit": {
                 "sha": "7c9d9585576bec8fdf41e18d44033d2c8af7a923",
@@ -13034,17 +9776,11 @@
             }
         },
         {
-            "created_utc": "2023-06-11T23:26:49Z",
+            "created_utc": "2023-06-13T23:31:50Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA",
-                "default_input_parameters": {
-                    "align": false,
-                    "kir": false,
-                    "mem_profile": false,
-                    "limit": -1
-                }
+                "url": "https://github.com/ANHIG/IMGTHLA"
             },
             "commit": {
                 "sha": "a07bcbd18f5f95606b16258241f9d18ba0e65390",
@@ -13058,17 +9794,11 @@
             }
         },
         {
-            "created_utc": "2023-06-11T23:26:49Z",
+            "created_utc": "2023-06-13T23:31:50Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA",
-                "default_input_parameters": {
-                    "align": false,
-                    "kir": false,
-                    "mem_profile": false,
-                    "limit": -1
-                }
+                "url": "https://github.com/ANHIG/IMGTHLA"
             },
             "commit": {
                 "sha": "0e31941b14171c16697123ff7b81becbeef1c089",
@@ -13082,17 +9812,11 @@
             }
         },
         {
-            "created_utc": "2023-06-11T23:26:49Z",
+            "created_utc": "2023-06-13T23:31:50Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA",
-                "default_input_parameters": {
-                    "align": false,
-                    "kir": false,
-                    "mem_profile": false,
-                    "limit": -1
-                }
+                "url": "https://github.com/ANHIG/IMGTHLA"
             },
             "commit": {
                 "sha": "d9944466594e328cb46f732e5670660fd672a141",
@@ -13106,17 +9830,11 @@
             }
         },
         {
-            "created_utc": "2023-06-11T23:26:49Z",
+            "created_utc": "2023-06-13T23:31:50Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA",
-                "default_input_parameters": {
-                    "align": false,
-                    "kir": false,
-                    "mem_profile": false,
-                    "limit": -1
-                }
+                "url": "https://github.com/ANHIG/IMGTHLA"
             },
             "commit": {
                 "sha": "16da2f90240d536159a20697fb952b4d14846b13",
@@ -13130,17 +9848,11 @@
             }
         },
         {
-            "created_utc": "2023-06-11T23:26:49Z",
+            "created_utc": "2023-06-13T23:31:50Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA",
-                "default_input_parameters": {
-                    "align": false,
-                    "kir": false,
-                    "mem_profile": false,
-                    "limit": -1
-                }
+                "url": "https://github.com/ANHIG/IMGTHLA"
             },
             "commit": {
                 "sha": "6ce547fefafa6b804338c231bcb137b789653fdc",
@@ -13154,17 +9866,11 @@
             }
         },
         {
-            "created_utc": "2023-06-11T23:26:49Z",
+            "created_utc": "2023-06-13T23:31:50Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA",
-                "default_input_parameters": {
-                    "align": false,
-                    "kir": false,
-                    "mem_profile": false,
-                    "limit": -1
-                }
+                "url": "https://github.com/ANHIG/IMGTHLA"
             },
             "commit": {
                 "sha": "af54d281b5f99a75ba06f1026bac7a4086d92f8a",
diff --git a/gfe-db/pipeline/config/source-config.json b/gfe-db/pipeline/config/source-config.json
index fa776bb9..2ebbad6f 100644
--- a/gfe-db/pipeline/config/source-config.json
+++ b/gfe-db/pipeline/config/source-config.json
@@ -1,6 +1,6 @@
 {
-    "created_utc": "2023-06-11T23:26:49Z",
-    "updated_utc": "2023-06-11T23:26:49Z",
+    "created_utc": "2023-06-13T23:31:50Z",
+    "updated_utc": "2023-06-13T23:31:50Z",
     "repositories": {
         "ANHIG/IMGTHLA": {
             "owner": "ANHIG",
diff --git a/gfe-db/pipeline/functions/check_source_update/src/app.py b/gfe-db/pipeline/functions/check_source_update/src/app.py
index 972883a7..55666a06 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/src/app.py
@@ -10,7 +10,6 @@
 import logging
 from decimal import Decimal
 from datetime import datetime, timedelta
-utc_now = datetime.utcnow().strftime("%Y-%m-%dT%H:%M:%SZ")
 import json
 import boto3
 from utils.constants import (
@@ -37,6 +36,7 @@
     list_commits, 
     get_release_version_for_commit,
     flatten_json,
+    filter_null_fields
 )
 
 logger = logging.getLogger()
@@ -59,6 +59,7 @@
 
 def lambda_handler(event, context):
     # logger.info(json.dumps(event))
+    utc_now = datetime.utcnow().strftime("%Y-%m-%dT%H:%M:%SZ")
 
     try:
         # Get items from state table
@@ -79,11 +80,14 @@ def lambda_handler(event, context):
                     "message": message
                 }),
             }
-
+        
+        # Get the release version for each commit and create a new state record
         logger.info(f"Getting release versions")
         commits_with_releases = []
         for commit in commits:
             sha = commit["sha"]
+
+            # Loop through available file assets containing release version information
             for asset_config in source_repo_config.target_metadata_config.items:
                 try:
                     release_version = get_release_version_for_commit(commit, **asset_config.dict())
@@ -93,10 +97,11 @@ def lambda_handler(event, context):
                         "owner": GITHUB_REPOSITORY_OWNER, 
                         "name": GITHUB_REPOSITORY_NAME,
                         "url": f"https://github.com/{GITHUB_REPOSITORY_OWNER}/{GITHUB_REPOSITORY_NAME}",
+                        # TODO remove default params from state table, they are retrieved from source config file in S3
                         "default_input_parameters": source_repo_config.default_input_parameters,
                     })
                     execution_state_item = ExecutionStateItem(
-                        updated_utc=utc_now,
+                        created_utc=utc_now,
                         execution=execution_detail,
                         repository=repository_config,
                         commit=Commit.from_response_json(commit)
@@ -112,33 +117,39 @@ def lambda_handler(event, context):
         # 1) Mark the most recent commit for each release as PENDING
         input_parameters = source_repo_config.default_input_parameters
         pending_commits = [ 
-            update_execution_state_item(commit, status="PENDING", input_parameters=input_parameters) \
-                for item in select_most_recent_commit_for_release(commits_with_releases) \
-                    for commit in item.values()
+            update_execution_state_item(
+                commit, 
+                status="PENDING", 
+                timestamp=utc_now,
+                input_parameters=input_parameters) \
+            for item in select_most_recent_commit_for_release(commits_with_releases) \
+                for commit in item.values()
         ]
 
         # 2) Mark the older commits for each release as SKIPPED
-        skipped_commits = [ update_execution_state_item(commit, "SKIPPED") for commit in commits_with_releases if commit not in pending_commits ]
+        skipped_commits = [ update_execution_state_item(commit, "SKIPPED", utc_now) for commit in commits_with_releases if commit not in pending_commits ]
 
         # 3) Update the state table with the new commits, order by commit.date_utc descending
         new_execution_state = pending_commits + skipped_commits
         new_execution_state = sorted(new_execution_state, key=lambda x: x.commit.date_utc, reverse=False)
 
-        # 4) Flatten and load the processed records to the state table
+        # 4) Flatten, filter nulls and load the processed records to the state table (DynamoDB payload)
         items = [ 
-            flatten_json(
+            filter_null_fields(flatten_json(
                 data=item.dict(),
                 sep="__",
-                select_fields=[item.replace(".", "__") for item in execution_state_table_fields]) \
+                select_fields=[item.replace(".", "__") for item in execution_state_table_fields])) \
                     for item in new_execution_state
             ]
 
-        with table.batch_writer() as batch:
-            logger.info(f"Loading {len(items)} items to {table_name}")
-            for item in items:
-                batch.put_item(Item=item)
-
-        logger.info(f"{len(items)} items loaded to {table_name}")   
+        if len(items) > 0:
+            with table.batch_writer() as batch:
+                logger.info(f"Loading {len(items)} items to {table_name}")
+                for item in items:
+                    batch.put_item(Item=item)
+            logger.info(f"{len(items)} items loaded to {table_name}")   
+        else:
+            raise Exception("Commits were found but the DynamoDB payload is empty")
 
         # 5) Return pending commits to the state machine for further processing
         execution_payload = [ ExecutionPayloadItem.from_execution_state_item(item).dict() for item in pending_commits ] 
@@ -202,14 +213,15 @@ def select_most_recent_commit_for_release(commits: list[ExecutionStateItem]):
         for version in unique_new_releases
     ]
 
-def update_execution_state_item(execution_state_item: ExecutionStateItem, status: str, input_parameters: dict = None):
+def update_execution_state_item(execution_state_item: ExecutionStateItem, status: str, timestamp: str, input_parameters: dict = None):
     execution_state_item.execution.status = status
 
     if input_parameters is not None and status == "PENDING":
         execution_state_item.execution.input_parameters = input_parameters
         execution_state_item.execution.s3_path = f's3://{data_bucket_name}/data/{execution_state_item.execution.version}/csv/'
+        execution_state_item.execution.date_utc = timestamp
 
-    execution_state_item.execution.date_utc = str_from_datetime(datetime.utcnow())
+    # execution_state_item.updated_utc = timestamp
     return execution_state_item
 
 
diff --git a/gfe-db/pipeline/functions/check_source_update/src/utils/constants.py b/gfe-db/pipeline/functions/check_source_update/src/utils/constants.py
index 515b5311..ffd2f59f 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/utils/constants.py
+++ b/gfe-db/pipeline/functions/check_source_update/src/utils/constants.py
@@ -57,10 +57,6 @@
     "execution.input_parameters.kir",
     "execution.input_parameters.limit",
     "execution.input_parameters.mem_profile",
-    "repository.default_input_parameters.align",
-    "repository.default_input_parameters.kir",
-    "repository.default_input_parameters.limit",
-    "repository.default_input_parameters.mem_profile",
     "repository.name",
     "repository.owner",
     "repository.url",
diff --git a/gfe-db/pipeline/functions/check_source_update/src/utils/types.py b/gfe-db/pipeline/functions/check_source_update/src/utils/types.py
index d493eb8e..3f4720ad 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/utils/types.py
+++ b/gfe-db/pipeline/functions/check_source_update/src/utils/types.py
@@ -108,7 +108,7 @@ class RepositoryConfig(BaseModel):
     tracked_assets: Optional[TrackedAssetsConfig]  
     target_metadata_config: Optional[TargetMetadataConfig]
     excluded_commit_shas: Optional[ExcludedCommitShas]
-    default_input_parameters: InputParameters
+    default_input_parameters: Optional[InputParameters]
 
     # validate that the url is a valid URL
     @validator('url')
@@ -145,7 +145,7 @@ def date_utc_is_iso_8601_with_timezone(cls, v):
         return date_is_iso_8601_with_timezone(v)
 
 class ExecutionStateItem(BaseModel):
-    created_utc: str # TODO make required once fully implemented
+    created_utc: str
     updated_utc: Optional[str] # TODO make required once fully implemented
     repository: RepositoryConfig
     commit: Commit
@@ -153,7 +153,6 @@ class ExecutionStateItem(BaseModel):
     
 class ExecutionState(BaseModel):
     created_utc: str
-    updated_utc: Optional[str] # TODO remove for this class, use in ExecutionStateItem
     items: list[ExecutionStateItem]
 
     @root_validator(pre=True)
diff --git a/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py b/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py
index 0fea286b..39fccf6b 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py
+++ b/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py
@@ -165,18 +165,6 @@ def unpack(parent_key, parent_value):
     return data
 
 
-def flatten_json_records(data, sep=".", skip_fields=[], select_fields=[]):
-    """Flatten a list of JSON records."""
-    return [
-        flatten_json(
-        data=record, 
-        sep=sep,
-        skip_fields=skip_fields, 
-        select_fields=select_fields) \
-            for record in data
-    ]
-
-
 def read_s3_json(bucket, key):
     """Reads config file containing the current state of branches in
     a GitHub repo"""
@@ -470,6 +458,28 @@ def rename_fields(dataset: List[dict], key_names_map: dict[str, str]):
     return [rename_keys(x, key_names_map) for x in dataset]
 
 
+def flatten_json_records(data, sep=".", skip_fields=[], select_fields=[], filter_nulls=True):
+    """Flatten a list of JSON records."""
+    if filter_nulls:
+        return [
+            filter_null_fields(flatten_json(
+            data=record, 
+            sep=sep,
+            skip_fields=skip_fields, 
+            select_fields=select_fields)) \
+                for record in data
+        ]
+    else:
+        return [
+            flatten_json(
+            data=record, 
+            sep=sep,
+            skip_fields=skip_fields, 
+            select_fields=select_fields) \
+                for record in data
+        ]
+
+
 def restore_nested_json(data: dict, split_on="."):
     """Restores a previously flattened JSON object into a nested JSON object.
 
@@ -515,14 +525,38 @@ def get_release_version_for_commit(commit: Union[Commit, dict], **kwargs) -> int
 
 
 def filter_nulls(items: List[Dict[str, str]]) -> List[Dict[str, str]]:
+    """Filter out null items from a list of dictionaries
+
+    Args:
+        items (List[Dict[str, str]]): A list of dictionaries
+
+    Returns:
+        List[Dict[str, str]]: A list of dictionaries with null items removed
+    """
     return [x for x in items if x is not None]
 
 
 def filter_null_fields(items: dict) -> dict:
+    """Filter out null fields from a dictionary
+
+    Args:
+        items (dict): A dictionary
+
+    Returns:
+        dict: A dictionary with null fields removed
+    """
     return { k: v for k, v in items.items() if v is not None }
 
 
-def filter_nested_nulls(data):
+def filter_nested_nulls(data: Union[dict, list]):
+    """Filter out null fields from a nested dictionary or list of dictionaries
+
+    Args:
+        data (Union[dict, list]): A nested dictionary or list of dictionaries
+
+    Returns:
+        Union[dict, list]: A nested dictionary or list of dictionaries with null fields removed
+    """
     if isinstance(data, list):
         return filter_nulls([filter_nested_nulls(i) for i in data])
     elif isinstance(data, dict):
diff --git a/gfe-db/pipeline/scripts/source_config/build.py b/gfe-db/pipeline/scripts/source_config/build.py
index b23104dc..b80e4bca 100644
--- a/gfe-db/pipeline/scripts/source_config/build.py
+++ b/gfe-db/pipeline/scripts/source_config/build.py
@@ -1,5 +1,5 @@
 """
-Builds the source config file for the given repository source.
+Builds the execution state for the given repository source from the static repository source configuration (`source-config.json`).
 """
 import os
 import sys
@@ -37,7 +37,6 @@
 GITHUB_REPOSITORY_OWNER = os.environ["GITHUB_REPOSITORY_OWNER"]
 GITHUB_REPOSITORY_NAME = os.environ["GITHUB_REPOSITORY_NAME"]
 DATA_BUCKET_NAME = os.environ["DATA_BUCKET_NAME"]
-# PIPELINE_SOURCE_CONFIG_S3_PATH = os.environ["PIPELINE_SOURCE_CONFIG_S3_PATH"]
 
 
 if __name__ == "__main__":
@@ -45,12 +44,6 @@
     # Paths
     output_dir = Path(sys.argv[1])
 
-    # Get base source config
-    # try:
-    #     source_config = SourceConfig(**read_s3_json(DATA_BUCKET_NAME, PIPELINE_SOURCE_CONFIG_S3_PATH))
-    # except Exception as e:
-    #     logger.error(f"Error loading source config from {PIPELINE_SOURCE_CONFIG_S3_PATH}")
-    #     logger.info("Trying local source config")
     with open(output_dir / "source-config.json", "r") as f:
         source_config = SourceConfig(**json.load(f))
 
@@ -67,7 +60,7 @@
     commit_keys = ["sha", "commit.author.date", "commit.message", "html_url"]
     all_commits_flat = [select_keys(x, commit_keys) for x in all_commits_flat]
 
-    # refactor to use rename_fields
+    # rename fields for state table model
     commit_key_names_map = {
         "sha": "sha",
         "commit.author.date": "date_utc",
@@ -82,37 +75,39 @@
     excluded_commit_shas = source_config.repositories[GITHUB_REPOSITORY_OWNER+"/"+GITHUB_REPOSITORY_NAME].excluded_commit_shas.values
     commits = [commit for commit in commits if commit["sha"] not in excluded_commit_shas]
 
-    # Build ExecutionStateItem list using thread pooling    
+    # Build ExecutionStateItem records from raw commits using thread pooling    
     logger.info("Building execution state")
     execution_state_items = process_execution_state_items(
-        timestamp=utc_now, # TODO
+        timestamp=utc_now,
         commits=commits,
+        # TODO remove default params from state table, they are retrieved from source config file in S3
         repository_config=RepositoryConfig(
             **select_keys(
                 source_config.repositories[GITHUB_REPOSITORY_OWNER+"/"+GITHUB_REPOSITORY_NAME].dict(), 
-                ["owner", "name", "url", "default_input_parameters"]
+                ["owner", "name", "url"]
             )
         ),
-        target_metadata_config=target_metadata_config,
+        target_metadata_config=target_metadata_config, # Infers release version from file contents
         parallel=True,
     )
 
+    # Package records as ExecutionState object to seed table
     execution_state = ExecutionState(**{
         "created_utc": utc_now,
-        # "updated_utc": None,
         "items": execution_state_items,
     })
 
+    # Updates the source config file but does not actually build it
     source_config.created_utc, source_config.updated_utc = utc_now, utc_now
 
-    logger.info("Writing execution state to local file system")
-    # TODO get output_dir from argparse
+    logger.info(f"Writing execution state to {str(output_dir / 'execution-state.json')}")
+
     # write ExecutionState locally
-    with open(output_dir / f"execution-state.json", "w") as f:
+    with open(output_dir / "execution-state.json", "w") as f:
         json.dump(filter_nested_nulls(execution_state.dict()), f, indent=4)
 
-    logger.info("Writing source config to local file system")
-    # TODO get output_dir from argparse
+    logger.info(f"Updating source config in {str(output_dir / 'source-config.json')}")
+
     # write SourceConfig locally
     with open(output_dir / f"source-config.json", "w") as f:
         json.dump(source_config.dict(), f, indent=4)
diff --git a/gfe-db/pipeline/scripts/source_config/load.py b/gfe-db/pipeline/scripts/source_config/load.py
index 1550d7a3..485991fe 100644
--- a/gfe-db/pipeline/scripts/source_config/load.py
+++ b/gfe-db/pipeline/scripts/source_config/load.py
@@ -21,7 +21,8 @@
     ExecutionState,
 )
 from src.utils.utils import (
-    flatten_json_records
+    flatten_json_records,
+    filter_null_fields
 )
 
 logging.basicConfig(level=logging.INFO)
@@ -40,6 +41,7 @@
 execution_state_table_name = ssm.get_parameter(
     Name=f'/{APP_NAME}/{STAGE}/{AWS_REGION}/ExecutionStateTableName'
 )['Parameter']['Value']
+table = dynamodb.Table(execution_state_table_name)
 
 if __name__ == "__main__":
 
@@ -52,34 +54,15 @@
     with open(input_dir / "execution-state.json", "r") as f:
         execution_state = ExecutionState(**json.load(f))
 
-    # for item in execution_state.items:
-    #     item.execution.created_utc = utc_now
-    #     item.execution.updated_utc = utc_now
-
-    # execution_state_json = [
-    #     {
-    #         "commit.sha": item.commit.sha,
-    #         "version": item.execution.version,
-    #         "execution": item.execution.json(),
-    #         "commit": item.commit.json(),
-    #         "repository": item.repository.json(),
-    #     } for item in execution_state.items
-    # ]
-
-    # TODO use selected fields from constants
-    # flatten JSON records and filter nulls
-    # skip_fields = [
-    #     "execution.input_parameters",
-    #     "repository.description",
-    #     "repository.excluded_commit_shas",
-    #     "repository.target_metadata_config",
-    #     "repository.tracked_assets"
-    # ]
-
-    execution_state_flat = flatten_json_records(execution_state.dict()["items"], sep="__", select_fields=[item.replace(".", "__") for item in execution_state_table_fields])
+    # flatten JSON records for execution state table model
+    # Uses double-underscore as separator because DynamoDB does not allow dots in attribute names
+    execution_state_flat = flatten_json_records(
+        execution_state.dict()["items"], 
+        sep="__", 
+        select_fields=[item.replace(".", "__") for item in execution_state_table_fields],
+        filter_nulls=True)
 
     # load to dynamodb table named execution_state_table_name using batch put
-    table = dynamodb.Table(execution_state_table_name)
     with table.batch_writer() as batch:
         logger.info(f"Loading {len(execution_state_flat)} items to {execution_state_table_name}")
         for item in execution_state_flat:

From 0dfb21b4b9103b641f4b7b8aa6445f07df4bfe4e Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Tue, 13 Jun 2023 18:44:17 -0700
Subject: [PATCH 059/367] fix Lambda permissions and improve error handling

---
 .../functions/check_source_update/src/app.py  |  3 +-
 .../{src => }/__init__.py                     |  0
 .../invoke_update_pipeline/{src => }/app.py   | 13 +++--
 .../events/batch-job-running-state-event.json | 55 -------------------
 .../events/sfn-execution-aborted-event.json   | 26 ---------
 .../events/sfn-execution-failed-event.json    | 26 ---------
 .../events/sfn-execution-started-event.json   | 26 ---------
 .../events/sfn-execution-succeeded-event.json | 28 ----------
 .../events/sfn-execution-timeout-event.json   | 26 ---------
 .../invoke_update_pipeline/sqs-event.json     | 38 +++++++++++++
 .../src/requirements.txt                      |  0
 gfe-db/pipeline/template.yaml                 |  6 +-
 12 files changed, 51 insertions(+), 196 deletions(-)
 rename gfe-db/pipeline/functions/invoke_update_pipeline/{src => }/__init__.py (100%)
 rename gfe-db/pipeline/functions/invoke_update_pipeline/{src => }/app.py (75%)
 delete mode 100644 gfe-db/pipeline/functions/invoke_update_pipeline/events/batch-job-running-state-event.json
 delete mode 100644 gfe-db/pipeline/functions/invoke_update_pipeline/events/sfn-execution-aborted-event.json
 delete mode 100644 gfe-db/pipeline/functions/invoke_update_pipeline/events/sfn-execution-failed-event.json
 delete mode 100644 gfe-db/pipeline/functions/invoke_update_pipeline/events/sfn-execution-started-event.json
 delete mode 100644 gfe-db/pipeline/functions/invoke_update_pipeline/events/sfn-execution-succeeded-event.json
 delete mode 100644 gfe-db/pipeline/functions/invoke_update_pipeline/events/sfn-execution-timeout-event.json
 create mode 100644 gfe-db/pipeline/functions/invoke_update_pipeline/sqs-event.json
 delete mode 100644 gfe-db/pipeline/functions/invoke_update_pipeline/src/requirements.txt

diff --git a/gfe-db/pipeline/functions/check_source_update/src/app.py b/gfe-db/pipeline/functions/check_source_update/src/app.py
index 55666a06..8d22ef13 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/src/app.py
@@ -156,7 +156,8 @@ def lambda_handler(event, context):
         for item in execution_payload:
             gfedb_processing_queue.send_message(MessageBody=json.dumps(item))
 
-        message = f'Queued {len(execution_payload)} release(s) for processing\n{json.dumps(execution_payload, indent=4)}'
+        # TODO log out the commits that were skipped and pending
+        message = f'Queued {len(execution_payload)} release(s) for processing\n{execution_payload}'
         return {
             "statusCode": 200,
             "body": json.dumps({
diff --git a/gfe-db/pipeline/functions/invoke_update_pipeline/src/__init__.py b/gfe-db/pipeline/functions/invoke_update_pipeline/__init__.py
similarity index 100%
rename from gfe-db/pipeline/functions/invoke_update_pipeline/src/__init__.py
rename to gfe-db/pipeline/functions/invoke_update_pipeline/__init__.py
diff --git a/gfe-db/pipeline/functions/invoke_update_pipeline/src/app.py b/gfe-db/pipeline/functions/invoke_update_pipeline/app.py
similarity index 75%
rename from gfe-db/pipeline/functions/invoke_update_pipeline/src/app.py
rename to gfe-db/pipeline/functions/invoke_update_pipeline/app.py
index 0062d749..803309be 100644
--- a/gfe-db/pipeline/functions/invoke_update_pipeline/src/app.py
+++ b/gfe-db/pipeline/functions/invoke_update_pipeline/app.py
@@ -27,11 +27,14 @@
 update_pipeline_state_machine_arn = ssm.get_parameter(Name=os.environ["UDPATE_PIPELINE_STATE_MACHINE_ARN_SSM_PARAM"])['Parameter']['Value']
 
 # Check that database is running, abort if not
-response = ec2.describe_instance_status(InstanceIds=[neo4j_database_instance_id])
-if response['InstanceStatuses'][0]['InstanceState']['Name'] != 'running':
-    raise Exception(f'Instance {neo4j_database_instance_id} is not running, aborting...')
-else:
-    logger.info(f'Instance {neo4j_database_instance_id} is running')
+try:
+    response = ec2.describe_instance_status(InstanceIds=[neo4j_database_instance_id])
+    if response['InstanceStatuses'][0]['InstanceState']['Name'] != 'running':
+        raise Exception(f'Instance {neo4j_database_instance_id} is not running, aborting...')
+    else:
+        logger.info(f'Instance {neo4j_database_instance_id} is running')
+except Exception as e:
+    raise e
 
 
 def lambda_handler(event, context):
diff --git a/gfe-db/pipeline/functions/invoke_update_pipeline/events/batch-job-running-state-event.json b/gfe-db/pipeline/functions/invoke_update_pipeline/events/batch-job-running-state-event.json
deleted file mode 100644
index 6207a5f4..00000000
--- a/gfe-db/pipeline/functions/invoke_update_pipeline/events/batch-job-running-state-event.json
+++ /dev/null
@@ -1,55 +0,0 @@
-{
-    "version": "0",
-    "id": "c8f9c4b5-76e5-d76a-f980-7011e206042b",
-    "detail-type": "Batch Job State Change",
-    "source": "aws.batch",
-    "account": "123456789012",
-    "time": "2022-01-11T23:36:40Z",
-    "region": "us-east-1",
-    "resources": [
-        "arn:aws:batch:us-east-1:123456789012:job/4c7599ae-0a82-49aa-ba5a-4727fcce14a8"
-    ],
-    "detail": {
-        "jobArn": "arn:aws:batch:us-east-1:123456789012:job/4c7599ae-0a82-49aa-ba5a-4727fcce14a8",
-        "jobName": "event-test",
-        "jobId": "4c7599ae-0a82-49aa-ba5a-4727fcce14a8",
-        "jobQueue": "arn:aws:batch:us-east-1:123456789012:job-queue/PexjEHappyPathCanary2JobQueue",
-        "status": "RUNNING",
-        "attempts": [],
-        "createdAt": 1641944200058,
-        "retryStrategy": {
-            "attempts": 2,
-            "evaluateOnExit": []
-        },
-        "dependsOn": [],
-        "jobDefinition": "arn:aws:batch:us-east-1:123456789012:job-definition/first-run-job-definition:1",
-        "parameters": {},
-        "container": {
-            "image": "137112412989.dkr.ecr.us-east-1.amazonaws.com/amazonlinux:latest",
-            "command": [
-                "sleep",
-                "600"
-            ],
-            "volumes": [],
-            "environment": [],
-            "mountPoints": [],
-            "ulimits": [],
-            "networkInterfaces": [],
-            "resourceRequirements": [
-                {
-                    "value": "2",
-                    "type": "VCPU"
-                }, {
-                    "value": "256",
-                    "type": "MEMORY"
-                }
-            ],
-            "secrets": []
-        },
-        "tags": {
-            "resourceArn": "arn:aws:batch:us-east-1:123456789012:job/4c7599ae-0a82-49aa-ba5a-4727fcce14a8"
-        },
-        "propagateTags": false,
-        "platformCapabilities": []
-    }
-}
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/invoke_update_pipeline/events/sfn-execution-aborted-event.json b/gfe-db/pipeline/functions/invoke_update_pipeline/events/sfn-execution-aborted-event.json
deleted file mode 100644
index 1515ff67..00000000
--- a/gfe-db/pipeline/functions/invoke_update_pipeline/events/sfn-execution-aborted-event.json
+++ /dev/null
@@ -1,26 +0,0 @@
-{
-    "version": "0",
-    "id": "315c1398-40ff-a850-213b-158f73e60175",
-    "detail-type": "Step Functions Execution Status Change",
-    "source": "aws.states",
-    "account": "012345678912",
-    "time": "2019-02-26T19:42:21Z",
-    "region": "us-east-1",
-    "resources": [
-      "arn:aws:states:us-east-1:012345678912:execution:state-machine-name:execution-name"
-    ],
-    "detail": {
-        "executionArn": "arn:aws:states:us-east-1:012345678912:execution:state-machine-name:execution-name",
-        "stateMachineArn": "arn:aws:states:us-east-1:012345678912:stateMachine:state-machine",
-        "name": "execution-name",
-        "status": "ABORTED",
-        "startDate": 1551225014968,
-        "stopDate": 1551225017576,
-        "input": "{}",
-        "inputDetails": {
-             "included": true
-        },
-        "output": null,
-        "outputDetails": null
-    }
-}
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/invoke_update_pipeline/events/sfn-execution-failed-event.json b/gfe-db/pipeline/functions/invoke_update_pipeline/events/sfn-execution-failed-event.json
deleted file mode 100644
index 35cbc727..00000000
--- a/gfe-db/pipeline/functions/invoke_update_pipeline/events/sfn-execution-failed-event.json
+++ /dev/null
@@ -1,26 +0,0 @@
-{
-    "version": "0",
-    "id": "315c1398-40ff-a850-213b-158f73e60175",
-    "detail-type": "Step Functions Execution Status Change",
-    "source": "aws.states",
-    "account": "012345678912",
-    "time": "2019-02-26T19:42:21Z",
-    "region": "us-east-1",
-    "resources": [
-      "arn:aws:states:us-east-1:012345678912:execution:state-machine-name:execution-name"
-    ],
-    "detail": {
-        "executionArn": "arn:aws:states:us-east-1:012345678912:execution:state-machine-name:execution-name",
-        "stateMachineArn": "arn:aws:states:us-east-1:012345678912:stateMachine:state-machine",
-        "name": "execution-name",
-        "status": "FAILED",
-        "startDate": 1551225146847,
-        "stopDate": 1551225151881,
-        "input": "{}",
-        "inputDetails": {
-             "included": true
-        },
-        "output": null,
-        "outputDetails": null
-    }
-}
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/invoke_update_pipeline/events/sfn-execution-started-event.json b/gfe-db/pipeline/functions/invoke_update_pipeline/events/sfn-execution-started-event.json
deleted file mode 100644
index 75f202ca..00000000
--- a/gfe-db/pipeline/functions/invoke_update_pipeline/events/sfn-execution-started-event.json
+++ /dev/null
@@ -1,26 +0,0 @@
-{
-    "version": "0",
-    "id": "315c1398-40ff-a850-213b-158f73e60175",
-    "detail-type": "Step Functions Execution Status Change",
-    "source": "aws.states",
-    "account": "012345678912",
-    "time": "2019-02-26T19:42:21Z",
-    "region": "us-east-1",
-    "resources": [
-      "arn:aws:states:us-east-1:012345678912:execution:state-machine-name:execution-name"
-    ],
-    "detail": {
-        "executionArn": "arn:aws:states:us-east-1:012345678912:execution:state-machine-name:execution-name",
-        "stateMachineArn": "arn:aws:states:us-east-1:012345678912:stateMachine:state-machine",
-        "name": "execution-name",
-        "status": "RUNNING",
-        "startDate": 1551225271984,
-        "stopDate":  null,
-        "input": "{}",
-        "inputDetails": {
-             "included": true
-        },
-        "output": null,
-        "outputDetails": null
-    }
-}
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/invoke_update_pipeline/events/sfn-execution-succeeded-event.json b/gfe-db/pipeline/functions/invoke_update_pipeline/events/sfn-execution-succeeded-event.json
deleted file mode 100644
index 452aea74..00000000
--- a/gfe-db/pipeline/functions/invoke_update_pipeline/events/sfn-execution-succeeded-event.json
+++ /dev/null
@@ -1,28 +0,0 @@
-{
-    "version": "0",
-    "id": "315c1398-40ff-a850-213b-158f73e60175",
-    "detail-type": "Step Functions Execution Status Change",
-    "source": "aws.states",
-    "account": "012345678912",
-    "time": "2019-02-26T19:42:21Z",
-    "region": "us-east-1",
-    "resources": [
-      "arn:aws:states:us-east-1:012345678912:execution:state-machine-name:execution-name"
-    ],
-    "detail": {
-        "executionArn": "arn:aws:states:us-east-1:012345678912:execution:state-machine-name:execution-name",
-        "stateMachineArn": "arn:aws:states:us-east-1:012345678912:stateMachine:state-machine",
-        "name": "execution-name",
-        "status": "SUCCEEDED",
-        "startDate": 1547148840101,
-        "stopDate": 1547148840122,
-        "input": "{}",
-        "inputDetails": {
-             "included": true
-        },
-        "output": "\"Hello World!\"",
-        "outputDetails": {
-             "included": true
-        }
-    }
-}
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/invoke_update_pipeline/events/sfn-execution-timeout-event.json b/gfe-db/pipeline/functions/invoke_update_pipeline/events/sfn-execution-timeout-event.json
deleted file mode 100644
index 1d0ecd9d..00000000
--- a/gfe-db/pipeline/functions/invoke_update_pipeline/events/sfn-execution-timeout-event.json
+++ /dev/null
@@ -1,26 +0,0 @@
-{
-    "version": "0",
-    "id": "315c1398-40ff-a850-213b-158f73e60175",
-    "detail-type": "Step Functions Execution Status Change",
-    "source": "aws.states",
-    "account": "012345678912",
-    "time": "2019-02-26T19:42:21Z",
-    "region": "us-east-1",
-    "resources": [
-      "arn:aws:states:us-east-1:012345678912:execution:state-machine-name:execution-name"
-    ],
-    "detail": {
-        "executionArn": "arn:aws:states:us-east-1:012345678912:execution:state-machine-name:execution-name",
-        "stateMachineArn": "arn:aws:states:us-east-1:012345678912:stateMachine:state-machine",
-        "name": "execution-name",
-        "status": "TIMED_OUT",
-        "startDate": 1551224926156,
-        "stopDate": 1551224927157,
-        "input": "{}",
-        "inputDetails": {
-             "included": true
-        },
-        "output": null,
-        "outputDetails": null
-    }
-}
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/invoke_update_pipeline/sqs-event.json b/gfe-db/pipeline/functions/invoke_update_pipeline/sqs-event.json
new file mode 100644
index 00000000..1d03574e
--- /dev/null
+++ b/gfe-db/pipeline/functions/invoke_update_pipeline/sqs-event.json
@@ -0,0 +1,38 @@
+{
+    "Records": [
+        {
+            "messageId": "03ec152e-31ff-4383-824e-6913e9c3059f",
+            "receiptHandle": "AQEBZNnt1REvMT0hDKVmH6Z5Tsqk9rcrBOD0Bl0KwGTRaxwVW1pkn2Ox+LLdcs6OEflfcSf3xop5SdDrgCchY6nHgn4XHdG0PCLDXTXipmSSqwAQ7e93rrEPpCRXtfrDQeC4Be7QE0xDDnqFgYoIWn8ngqntCZPMQazeRiYvRXhc7bOZRCS36CoOjK4liC+mQf5q8yDGn8qYYWEFL5JDgiwdUNSI/6KpcWUba6WHrNdJ7RFPldvO3GTe7BfhWdjmvTWPS6glnCceK8lSw6rg/Iuuj7KCPFDjIFDwW8yitaOIRpBA98QrcyXBlZrLuUw0yHEOrrl/v+cedIVruNLUbGbMohM8FNk4UJF8x7kXFky4l0huDDuKcvtP0H9iGu6YA9wo0J3zLQiqyn8440X4OSNQsaJzAOBT/X4fpwZHwLg0OdMuWFu7Ri8UFIqpFuKoru1Q",
+            "body": "{\"version\": 3520, \"commit_sha\": \"70b3c643390b8a1e394b5d9cc9ee1f2c6eb1baca\", \"input_parameters\": {\"align\": false, \"kir\": false, \"mem_profile\": false, \"limit\": -1}, \"s3_path\": \"s3://dev-gfe-db-531868584498-us-east-1/data/3520/csv/\"}",
+            "attributes": {
+                "ApproximateReceiveCount": "1",
+                "AWSTraceHeader": "Root=1-64891a77-62170d997803af9e062178e1;Parent=044727760dac0120;Sampled=0;Lineage=0495e7b8:0",
+                "SentTimestamp": "1686706809983",
+                "SenderId": "AROAXXVOWRIZDZBLBKWVH:dev-gfe-db-check-source-update",
+                "ApproximateFirstReceiveTimestamp": "1686706809985"
+            },
+            "messageAttributes": {},
+            "md5OfBody": "b155198870096819bb90bca0d987db97",
+            "eventSource": "aws:sqs",
+            "eventSourceARN": "arn:aws:sqs:us-east-1:531868584498:dev-gfe-db-pipeline-GfeDbProcessingQueue-qxhCzj6BaTDQ",
+            "awsRegion": "us-east-1"
+        },
+        {
+            "messageId": "def2c2de-7981-4751-9ee6-07ff2b9d3748",
+            "receiptHandle": "AQEBTEWN6BwQuiF9C8ZF+Kf5flh3GmQ6C00ouALHFdhq+1Fv89q+90BaWIryPIhKzWPMz3m5ijzqbTRgZnIr5nQ0CIFwx0KnqUL5KcuhwjBwZWBUc3ifHbQ/KnlB8BfTCl4YAVdAsL6343IyW+RvYoVIO0cNdpBwV9ZRodbrQB2OFmry7upocQOJWdEnNbJDyS2KTc6btKFjo3pzvy5tc0bweVgvDci/Ew69EX0fwCh7uAf9FdjE5DAsNMg9cI0HnEvtxkSfT2ue2piusNtCzQQ4hMJG6qsqTvekMJTahfJWPOJWjW9TAmVpzzgaUrGaPKACZo/s8sc38GJri068VbFHkq0Z1TWUfLa7UWVaic8kgDsDnJ5BNPfNimA3AMochAQ2pwTBtoQm2d3jyUM6cja2qA9NDMqPkELFqZARq5QE4HeIq4bTuMvC9qMzWBn9I88K",
+            "body": "{\"version\": 3510, \"commit_sha\": \"5f2c562056f8ffa89aeea0631f2a52300ee0de17\", \"input_parameters\": {\"align\": false, \"kir\": false, \"mem_profile\": false, \"limit\": -1}, \"s3_path\": \"s3://dev-gfe-db-531868584498-us-east-1/data/3510/csv/\"}",
+            "attributes": {
+                "ApproximateReceiveCount": "1",
+                "AWSTraceHeader": "Root=1-64891a77-62170d997803af9e062178e1;Parent=044727760dac0120;Sampled=0;Lineage=0495e7b8:0",
+                "SentTimestamp": "1686706809997",
+                "SenderId": "AROAXXVOWRIZDZBLBKWVH:dev-gfe-db-check-source-update",
+                "ApproximateFirstReceiveTimestamp": "1686706810006"
+            },
+            "messageAttributes": {},
+            "md5OfBody": "504e71255a62b7d42889209d7c2381cf",
+            "eventSource": "aws:sqs",
+            "eventSourceARN": "arn:aws:sqs:us-east-1:531868584498:dev-gfe-db-pipeline-GfeDbProcessingQueue-qxhCzj6BaTDQ",
+            "awsRegion": "us-east-1"
+        }
+    ]
+}
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/invoke_update_pipeline/src/requirements.txt b/gfe-db/pipeline/functions/invoke_update_pipeline/src/requirements.txt
deleted file mode 100644
index e69de29b..00000000
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 4a1e10fc..63c9d4a0 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -494,7 +494,7 @@ Resources:
     Properties:
       FunctionName: !Ref InvokeUpdatePipelineFunctionName
       Description: !Sub "Invoke the build and load processing pipeline for ${AppName}"
-      CodeUri: functions/invoke_update_pipeline/src/
+      CodeUri: functions/invoke_update_pipeline/
       Handler: app.lambda_handler
       Runtime: python3.9
       MemorySize: 128
@@ -517,7 +517,7 @@ Resources:
                 - "*"
             - Effect: "Allow"
               Action: 
-                - "ec2:DescribeInstances"
+                - "ec2:DescribeInstanceStatus"
               Resource: "*" # Has to be for all resources since Instance ID is not available when this stack is deployed
             - Effect: "Allow"
               Action: 
@@ -525,7 +525,7 @@ Resources:
               Resource: 
                 - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/UpdatePipelineStateMachineArn}}'
       Events:
-        InvokeUpdatePipeline:
+        GfeDbProcessingQueueTrigger:
           Type: SQS
           Properties:
             Queue: !GetAtt GfeDbProcessingQueue.Arn

From 0b0cbb4db163f06ccf28bdd61acb63f7bb59f349 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 15 Jun 2023 21:05:16 -0700
Subject: [PATCH 060/367] invoke state machine

---
 .../functions/invoke_update_pipeline/app.py   | 81 ++++++++++++++++---
 gfe-db/pipeline/template.yaml                 |  1 +
 2 files changed, 71 insertions(+), 11 deletions(-)

diff --git a/gfe-db/pipeline/functions/invoke_update_pipeline/app.py b/gfe-db/pipeline/functions/invoke_update_pipeline/app.py
index 803309be..65eff73e 100644
--- a/gfe-db/pipeline/functions/invoke_update_pipeline/app.py
+++ b/gfe-db/pipeline/functions/invoke_update_pipeline/app.py
@@ -1,12 +1,6 @@
-"""
-Lambda with EventBridge event source
-* State Machine events trigger the function (State Change, Success, Failure etc.)
-* This function may need to have access to the names of states in the state machine so it can update the execution status
-  * Map state names to status updates
-"""
-
 import os
 import logging
+from datetime import datetime
 import json
 import boto3
 
@@ -21,10 +15,13 @@
 session = boto3.Session(region_name=AWS_REGION)
 ssm = session.client('ssm', region_name=AWS_REGION)
 ec2 = session.client('ec2', region_name=AWS_REGION)
+states = session.client('stepfunctions', region_name=AWS_REGION)
+sqs = session.client('sqs', region_name=AWS_REGION)
 
 # Get SSM Parameters
 neo4j_database_instance_id = ssm.get_parameter(Name=os.environ["NEO4J_DATABASE_INSTANCE_ID_SSM_PARAM"])["Parameter"]["Value"]
 update_pipeline_state_machine_arn = ssm.get_parameter(Name=os.environ["UDPATE_PIPELINE_STATE_MACHINE_ARN_SSM_PARAM"])['Parameter']['Value']
+gfe_db_processing_queue_url = ssm.get_parameter(Name=os.environ["GFE_DB_PROCESSING_QUEUE_URL_SSM_PARAM"])['Parameter']['Value']
 
 # Check that database is running, abort if not
 try:
@@ -38,11 +35,73 @@
 
 
 def lambda_handler(event, context):
-    logger.info(json.dumps(event))
+    
+    errors = 0
+    execution_arns = []
+    for record in event['Records']:
+
+        try:
+            message = json.loads(record['body'])
+            logger.info(f"Received message for version {message['version']} and commit {message['commit_sha']}")
+            response = states.start_execution(
+                stateMachineArn=update_pipeline_state_machine_arn,
+                name=generate_execution_id(message),
+                input=json.dumps(message)
+            )
+
+            execution_arns.append(response['executionArn'])
+            
+            try:
+                response = sqs.delete_message(
+                    QueueUrl=gfe_db_processing_queue_url,
+                    ReceiptHandle=record['receiptHandle']
+                )
+                logger.info(f"Message deleted from queue")
+            except Exception as e:
+                logger.error(f"Error deleting message from queue: {e}")
+
+        except Exception as e:
+            import traceback
+            msg = f'Error processing commit {message["commit_sha"]}: {e}\n{traceback.format_exc()}'
+            logger.error(msg)
+            errors += 1
+            continue
+
+    return_msg = f'{len(event["Records"])-errors} of {len(event["Records"])} messages processed successfully, {errors} error(s)'
+    if errors > 0:
+        logger.error(json.dumps({
+            'message': return_msg,
+            'execution_arns': execution_arns
+        }))
+        logger.error(json.dumps(event))
+        raise Exception(return_msg)
 
-    # Invoke state machine
+    return {
+        'statusCode': 200,
+        'body': json.dumps({
+            'message': return_msg,
+            'execution_arns': execution_arns
+        })
+    }
+
+
+def generate_execution_id(message: dict) -> str:
+    """Generate an execution id for the state machine execution with format:
+    {version}_{commit_sha}_{YYYYMMDD_HHMMSS}
+
+    Args:
+        message (dict): Message from SQS queue
+
+    Returns:
+        str: Execution id
+    """
+    return "_".join([str(message['version']), message['commit_sha'], datetime.utcnow().strftime("%y%m%d_%H%M%S")])
 
-    return
 
 if __name__ == "__main__":
-    lambda_handler({}, object)
\ No newline at end of file
+    from pathlib import Path
+
+    with open(Path(__file__).parent / "sqs-event.json", "r") as f:
+        event = json.load(f)
+    
+    lambda_handler(event, "")
\ No newline at end of file
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 63c9d4a0..ac4ce185 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -505,6 +505,7 @@ Resources:
         Variables:
           NEO4J_DATABASE_INSTANCE_ID_SSM_PARAM: !Sub '/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseInstanceId'
           UDPATE_PIPELINE_STATE_MACHINE_ARN_SSM_PARAM: !Sub '/${AppName}/${Stage}/${AWS::Region}/UpdatePipelineStateMachineArn'
+          GFE_DB_PROCESSING_QUEUE_URL_SSM_PARAM: !Sub '/${AppName}/${Stage}/${AWS::Region}/GfeDbProcessingQueueUrl'
       Policies:
         - AWSLambdaBasicExecutionRole
         - Version: "2012-10-17"

From cad563ee072bdcd9c59fb6156978044ac5fa6a0a Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 16 Jun 2023 18:23:36 -0700
Subject: [PATCH 061/367] validate build job output files exist

---
 .../pipeline/statemachines/pipeline.asl.json  | 47 ++++++++++++++++++-
 gfe-db/pipeline/template.yaml                 |  3 ++
 2 files changed, 49 insertions(+), 1 deletion(-)

diff --git a/gfe-db/pipeline/statemachines/pipeline.asl.json b/gfe-db/pipeline/statemachines/pipeline.asl.json
index 9710558e..29ca1811 100644
--- a/gfe-db/pipeline/statemachines/pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/pipeline.asl.json
@@ -67,8 +67,53 @@
                             "Type": "Task",
                             "Resource": "arn:aws:lambda:us-east-1:531868584498:function:GfeDbBuildJobMockFunction",
                             "ResultPath": null,
+                            "Next": "ListFiles"
+                        },
+                        "ListFiles": {
+                            "Type": "Task",
+                            "Resource": "arn:aws:states:::aws-sdk:s3:listObjects",
+                            "Parameters": {
+                              "Bucket": "${DataBucketName}",
+                              "Prefix.$": "States.Format('data/{}/csv/', $.version)"
+                            },
+                            "ResultSelector": {
+                              "files.$": "$.Contents[*].Key",
+                              "num_files.$": "States.ArrayLength($.Contents)"
+                            },
+                            "ResultPath": "$",
+                            "Next": "FilesExist"
+                          },
+                          "FilesExist": {
+                            "Type": "Choice",
+                            "Choices": [
+                              {
+                                "Variable": "$.files",
+                                "IsNull": true,
+                                "Next": "FilesNotFound"
+                              },
+                              {
+                                "Variable": "$.num_files",
+                                "NumericEquals": 0,
+                                "Next": "FilesNotFound"
+                              },
+                              {
+                                "Variable": "$.num_files",
+                                "NumericGreaterThan": 0,
+                                "Next": "FilesFound"
+                              }
+                            ],
+                            "Default": "FilesNotFound"
+                          },
+                          "FilesNotFound": {
+                            "Type": "Fail",
+                            "Error": "NoFilesFoundError",
+                            "Cause": "No files found in the specified S3 location."
+                          },
+                          "FilesFound": {
+                            "Type": "Pass",
+                            "OutputPath": "$$.Execution.Input",
                             "End": true
-                        }
+                          }
                     }
                 }
             ]
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index ac4ce185..63585032 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -538,6 +538,7 @@ Resources:
       DefinitionUri: statemachines/pipeline.asl.json
       DefinitionSubstitutions:
         ExecutionStateTable: !Ref ExecutionStateTable
+        DataBucketName: !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}'
         GfeDbExecutionResultTopicArn: !GetAtt GfeDbExecutionResultTopic.TopicArn
       #   BuildJobDefinition: !Ref BuildJobDefinition
       #   BuildJobName: !Sub '${Stage}-${AppName}-build-job'
@@ -549,6 +550,8 @@ Resources:
             FunctionName: GfeDbBuildJobMockFunction
         - LambdaInvokePolicy:
             FunctionName: GfeDbLoadMockFunction
+        - S3ReadPolicy:
+            BucketName: !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}'
         - LambdaInvokePolicy:
             FunctionName: !Ref InvokeLoadScriptFunction
         - DynamoDBWritePolicy:

From 08ce18a2abdc8d401af40188f77742e04ac8f96c Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 18 Jun 2023 12:49:16 -0700
Subject: [PATCH 062/367] fix input/output paths

---
 .../functions/check_source_update/src/app.py  |   3 +-
 .../pipeline/statemachines/pipeline.asl.json  | 129 ++++++++++++------
 gfe-db/pipeline/template.yaml                 |   3 +-
 3 files changed, 92 insertions(+), 43 deletions(-)

diff --git a/gfe-db/pipeline/functions/check_source_update/src/app.py b/gfe-db/pipeline/functions/check_source_update/src/app.py
index 8d22ef13..9e55bd1a 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/src/app.py
@@ -151,8 +151,9 @@ def lambda_handler(event, context):
         else:
             raise Exception("Commits were found but the DynamoDB payload is empty")
 
-        # 5) Return pending commits to the state machine for further processing
+        # 5) Send pending commits to the state machine for further processing
         execution_payload = [ ExecutionPayloadItem.from_execution_state_item(item).dict() for item in pending_commits ] 
+        execution_payload = sorted(execution_payload, key=lambda x: x["version"], reverse=False)        
         for item in execution_payload:
             gfedb_processing_queue.send_message(MessageBody=json.dumps(item))
 
diff --git a/gfe-db/pipeline/statemachines/pipeline.asl.json b/gfe-db/pipeline/statemachines/pipeline.asl.json
index 29ca1811..6c09a31b 100644
--- a/gfe-db/pipeline/statemachines/pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/pipeline.asl.json
@@ -1,6 +1,42 @@
 {
-    "StartAt": "BuildRelease",
+    "StartAt": "GetState",
     "States": {
+        "GetState": {
+            "Type": "Task",
+            "Resource": "arn:aws:states:::dynamodb:getItem",
+            "ResultSelector": {
+                "commit__sha.$": "$.Item.commit__sha.S",
+                "execution__version.$": "$.Item.execution__version.N",
+                "commit__date_utc.$": "$.Item.commit__date_utc.S",
+                "commit__html_url.$": "$.Item.commit__html_url.S",
+                "commit__message.$": "$.Item.commit__message.S",
+                "created_utc.$": "$.Item.created_utc.S",
+                "repository__name.$": "$.Item.repository__name.S",
+                "repository__owner.$": "$.Item.repository__owner.S",
+                "repository__url.$": "$.Item.repository__url.S"
+            },
+            "ResultPath": "$.state",
+            "Catch": [
+                {
+                    "ErrorEquals": [
+                        "States.ALL"
+                    ],
+                    "Next": "ReportFailure"
+                }
+            ],
+            "Next": "BuildRelease",
+            "Parameters": {
+                "TableName": "dev-gfe-db-pipeline-ExecutionStateTable-M01KLKJBONAZ",
+                "Key": {
+                    "commit__sha": {
+                        "S.$": "$.commit_sha"
+                    },
+                    "execution__version": {
+                        "N.$": "States.Format('{}', $.version)"
+                    }
+                }
+            }
+        },
         "BuildRelease": {
             "Type": "Parallel",
             "Next": "LoadRelease",
@@ -15,9 +51,9 @@
             ],
             "Branches": [
                 {
-                    "StartAt": "UpdateExecutionStateInProgress",
+                    "StartAt": "UpdateStateExecutionInProgress",
                     "States": {
-                        "UpdateExecutionStateInProgress": {
+                        "UpdateStateExecutionInProgress": {
                             "Type": "Task",
                             "Resource": "arn:aws:states:::dynamodb:updateItem",
                             "ResultPath": null,
@@ -73,47 +109,58 @@
                             "Type": "Task",
                             "Resource": "arn:aws:states:::aws-sdk:s3:listObjects",
                             "Parameters": {
-                              "Bucket": "${DataBucketName}",
-                              "Prefix.$": "States.Format('data/{}/csv/', $.version)"
+                                "Bucket": "${DataBucketName}",
+                                "Prefix.$": "States.Format('data/{}/csv/', $.version)"
                             },
-                            "ResultSelector": {
-                              "files.$": "$.Contents[*].Key",
-                              "num_files.$": "States.ArrayLength($.Contents)"
-                            },
-                            "ResultPath": "$",
-                            "Next": "FilesExist"
-                          },
-                          "FilesExist": {
+                            "ResultPath": "$.s3_response",
+                            "Next": "ValidateFiles"
+                        },
+                        "ValidateFiles": {
                             "Type": "Choice",
                             "Choices": [
-                              {
-                                "Variable": "$.files",
-                                "IsNull": true,
-                                "Next": "FilesNotFound"
-                              },
-                              {
-                                "Variable": "$.num_files",
-                                "NumericEquals": 0,
-                                "Next": "FilesNotFound"
-                              },
-                              {
-                                "Variable": "$.num_files",
-                                "NumericGreaterThan": 0,
-                                "Next": "FilesFound"
-                              }
+                                {
+                                    "Variable": "$.s3_response.Contents",
+                                    "IsPresent": true,
+                                    "Next": "FilesExist"
+                                }
                             ],
-                            "Default": "FilesNotFound"
-                          },
-                          "FilesNotFound": {
+                            "Default": "FileError"
+                        },
+                        "FileError": {
                             "Type": "Fail",
-                            "Error": "NoFilesFoundError",
-                            "Cause": "No files found in the specified S3 location."
-                          },
-                          "FilesFound": {
+                            "Cause": "No files found"
+                        },
+                        "FilesExist": {
+                            "Type": "Pass",
+                            "Parameters": {
+                                "files.$": "$.s3_response.Contents[*].Key",
+                                "num_files.$": "States.ArrayLength($.s3_response.Contents)"
+                            },
+                            "ResultPath": "$.build_output",
+                            "Next": "ValidateFileNames"
+                        },
+                        "ValidateFileNames": {
+                            "Type": "Choice",
+                            "Choices": [
+                                {
+                                    "Variable": "$.build_output.num_files",
+                                    "NumericGreaterThan": 0,
+                                    "Next": "FilesAreValid"
+                                }
+                            ],
+                            "Default": "FileError"
+                        },
+                        "FilesAreValid": {
                             "Type": "Pass",
-                            "OutputPath": "$$.Execution.Input",
+                            "Parameters": {
+                                "version.$": "$.version",
+                                "commit_sha.$": "$.commit_sha",
+                                "input_parameters.$": "$.input_parameters",
+                                "s3_path.$": "$.s3_path",
+                                "state.$": "$.state"
+                            },
                             "End": true
-                          }
+                        }
                     }
                 }
             ]
@@ -160,9 +207,9 @@
             "InputPath": "$$.Execution.Input",
             "Branches": [
                 {
-                    "StartAt": "UpdateExecutionStateFailure",
+                    "StartAt": "UpdateStateExecutionFailure",
                     "States": {
-                        "UpdateExecutionStateFailure": {
+                        "UpdateStateExecutionFailure": {
                             "Type": "Task",
                             "Resource": "arn:aws:states:::dynamodb:updateItem",
                             "ResultPath": null,
@@ -218,9 +265,9 @@
             "InputPath": "$$.Execution.Input",
             "Branches": [
                 {
-                    "StartAt": "UpdateExecutionStateSuccess",
+                    "StartAt": "UpdateStateExecutionSuccess",
                     "States": {
-                        "UpdateExecutionStateSuccess": {
+                        "UpdateStateExecutionSuccess": {
                             "Type": "Task",
                             "Resource": "arn:aws:states:::dynamodb:updateItem",
                             "ResultPath": null,
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 63585032..d74a6b0d 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -415,7 +415,6 @@ Resources:
         Variables:
           APP_NAME: !Ref AppName
           STAGE: !Ref Stage
-          # TODO PROCESSING_QUEUE_URL_PARAM: !Ref GfeDbProcessingQueueUrlParameter
           PIPELINE_SOURCE_CONFIG_S3_PATH: !Sub '${ConfigS3Path}/${ServiceName}/source-config.json'
       Events:
         Trigger:
@@ -554,6 +553,8 @@ Resources:
             BucketName: !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}'
         - LambdaInvokePolicy:
             FunctionName: !Ref InvokeLoadScriptFunction
+        - DynamoDBReadPolicy:
+            TableName: !Ref ExecutionStateTable
         - DynamoDBWritePolicy:
             TableName: !Ref ExecutionStateTable
         - SNSPublishMessagePolicy:

From 5e4fcc4659e60cc523d9517cb3102748c2ba25b1 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Tue, 20 Jun 2023 16:35:07 -0700
Subject: [PATCH 063/367] validate build output using Lambda function

---
 gfe-db/pipeline/Makefile                      |  3 +
 gfe-db/pipeline/functions/environment.json    |  7 ++
 .../validate_build_output/__init__.py         |  0
 .../functions/validate_build_output/app.py    | 91 +++++++++++++++++++
 .../validate_build_output/error-event.json    | 29 ++++++
 .../validate_build_output/event.json          | 59 ++++++++++++
 .../validate_build_output/requirements.txt    |  1 +
 .../pipeline/statemachines/pipeline.asl.json  | 49 +---------
 gfe-db/pipeline/template.yaml                 | 41 +++++++++
 requirements-dev.txt                          |  3 +-
 10 files changed, 237 insertions(+), 46 deletions(-)
 create mode 100644 gfe-db/pipeline/functions/validate_build_output/__init__.py
 create mode 100644 gfe-db/pipeline/functions/validate_build_output/app.py
 create mode 100644 gfe-db/pipeline/functions/validate_build_output/error-event.json
 create mode 100644 gfe-db/pipeline/functions/validate_build_output/event.json
 create mode 100644 gfe-db/pipeline/functions/validate_build_output/requirements.txt

diff --git a/gfe-db/pipeline/Makefile b/gfe-db/pipeline/Makefile
index 413c1634..43907cbf 100644
--- a/gfe-db/pipeline/Makefile
+++ b/gfe-db/pipeline/Makefile
@@ -37,6 +37,9 @@ service.functions.deploy:
 			CheckSourceUpdateFunctionMemorySize="$$(cat functions/environment.json | jq -r '.Functions.CheckSourceUpdate.FunctionConfiguration.MemorySize')" \
 			CheckSourceUpdateFunctionTimeout="$$(cat functions/environment.json | jq -r '.Functions.CheckSourceUpdate.FunctionConfiguration.Timeout')" \
 			CheckSourceUpdateFunctionSchedule="$$(cat functions/environment.json | jq -r '.Functions.CheckSourceUpdate.CheckSourceUpdateFunctionSchedule')" \
+			ValidateBuildOutputFunctionName="$${STAGE}"-"$${APP_NAME}"-"$$(cat functions/environment.json | jq -r '.Functions.ValidateBuildOutput.FunctionConfiguration.FunctionName')" \
+			ValidateBuildOutputFunctionMemorySize="$$(cat functions/environment.json | jq -r '.Functions.ValidateBuildOutput.FunctionConfiguration.MemorySize')" \
+			ValidateBuildOutputFunctionTimeout="$$(cat functions/environment.json | jq -r '.Functions.ValidateBuildOutput.FunctionConfiguration.Timeout')" \
 			InvokeLoadScriptFunctionName="$${STAGE}"-"$${APP_NAME}"-"$$(cat functions/environment.json | jq -r '.Functions.InvokeLoadScript.FunctionConfiguration.FunctionName')" \
 			InvokeUpdatePipelineFunctionName="$${STAGE}"-"$${APP_NAME}"-"$$(cat functions/environment.json | jq -r '.Functions.InvokeUpdatePipeline.FunctionConfiguration.FunctionName')" \
 			ECRBaseUri="${ECR_BASE_URI}" \
diff --git a/gfe-db/pipeline/functions/environment.json b/gfe-db/pipeline/functions/environment.json
index 6963e3ff..12860db4 100644
--- a/gfe-db/pipeline/functions/environment.json
+++ b/gfe-db/pipeline/functions/environment.json
@@ -21,6 +21,13 @@
                 "Timeout": 60,
                 "MemorySize": 256
             }
+        },
+        "ValidateBuildOutput": {
+            "FunctionConfiguration": {
+                "FunctionName": "validate-build-output",
+                "Timeout": 300,
+                "MemorySize": 512
+            }
         }
     }
 }
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/validate_build_output/__init__.py b/gfe-db/pipeline/functions/validate_build_output/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/gfe-db/pipeline/functions/validate_build_output/app.py b/gfe-db/pipeline/functions/validate_build_output/app.py
new file mode 100644
index 00000000..d03871f5
--- /dev/null
+++ b/gfe-db/pipeline/functions/validate_build_output/app.py
@@ -0,0 +1,91 @@
+import os
+import logging
+import re
+import json
+import boto3
+import polars as pl
+
+logger = logging.getLogger()
+logger.setLevel(logging.INFO)
+
+session = boto3.Session(region_name=os.environ["AWS_REGION"])
+ssm = session.client('ssm', region_name=os.environ["AWS_REGION"])
+s3 = session.client('s3', region_name=os.environ["AWS_REGION"])
+
+# SSM Parameters
+data_bucket_name = ssm.get_parameter(
+    Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/DataBucketName'
+)["Parameter"]["Value"]
+
+
+def lambda_handler(event, context):
+
+    logger.info(json.dumps(event))
+
+    # assert that Contents is in event.s3_response
+    if "Contents" not in event["s3_response"]:
+        raise Exception(f"No files found in S3 {data_bucket_name}")
+    
+    # Extract file names from event.s3_response.Contents[].Key using jmespath
+    output_file_paths = [ file["Key"] for file in event["s3_response"]["Contents"] ]
+
+    for file_path in output_file_paths:
+
+        # get schema name from file name
+        schema = file_path.split("/")[-1].split(".")[0]
+
+        # validate_file_name: Validate file name using regex for the pattern "^[a-z_]+\.csv$"
+        pattern = f"^{schema}.{event['version']}.csv$"
+        if not re.match(pattern, file_path.split("/")[-1]):
+            raise Exception(f"File name {file_path} does not match pattern {pattern}")
+
+        # validate_schema: validate CSV headers by comparing to schema map
+        df = load_csv_from_s3(file_path)
+        if not set(df.columns) == set(output_headers[schema]):
+            raise Exception(f"Columns in {file_path} do not match schema for {schema}")
+        
+        # validate_rows: validate CSV data by confirming that rows exist
+        if len(df) == 0:
+            raise Exception(f"No rows in {file_path}")
+        
+        logger.info(json.dumps({
+            "file_path": file_path,
+            "schema": schema,
+            "num_cols": len(df.columns),
+            "num_rows": len(df)
+        }))
+    
+    # return payload to step functions
+    del event["s3_response"]
+    event["file_paths"] = [f's3://{data_bucket_name}/{path}' for path in output_file_paths]
+    return event
+
+# Schema map
+output_headers = {
+    "all_cds": ['gfe_name', 'bp_seq_id', 'bp_sequence', 'aa_seq_id', 'aa_sequence'],
+    "all_features": ['accession', 'hash_code', 'locus', 'rank', 'sequence', 'term', 'gfe_name', 'allele_id', 'hla_name', 'imgt_release'],
+    "all_groups": ['gfe_name', 'allele_id', 'hla_name', 'ard_id', 'ard_name', 'locus', 'imgt_release'],
+    "gfe_sequences": ['gfe_name', 'allele_id', 'locus', 'hla_name', 'seq_id', 'sequence', 'length', 'imgt_release']
+}
+
+def load_csv_from_s3(path: str) -> dict:
+    data = s3.get_object(Bucket=data_bucket_name, Key=path)["Body"].read().decode("utf-8")
+
+    # save to /tmp
+    output_path = f"/tmp/{path.split('/')[-1]}.csv"
+    with open(output_path, "w") as file:
+        file.write(data)
+
+    # use string for dtype of bp_seq_id
+    df = pl.read_csv(output_path, infer_schema_length=0)
+    return df
+
+
+if __name__ == "__main__":
+    from pathlib import Path
+    path = Path(__file__).parent / 'event.json'
+
+    with open(path, "r") as file:
+        event = json.load(file)
+
+    lambda_handler(event,"")
diff --git a/gfe-db/pipeline/functions/validate_build_output/error-event.json b/gfe-db/pipeline/functions/validate_build_output/error-event.json
new file mode 100644
index 00000000..6fd67ed4
--- /dev/null
+++ b/gfe-db/pipeline/functions/validate_build_output/error-event.json
@@ -0,0 +1,29 @@
+{
+    "version": 3470,
+    "commit_sha": "cada41a6bfac5a8bf88ed2107a0b856b9b9785a0",
+    "input_parameters": {
+      "align": false,
+      "kir": false,
+      "mem_profile": false,
+      "limit": -1
+    },
+    "s3_path": "s3://dev-gfe-db-531868584498-us-east-1/data/3470/csv/",
+    "state": {
+      "commit__sha": "cada41a6bfac5a8bf88ed2107a0b856b9b9785a0",
+      "commit__date_utc": "2022-03-15T14:27:59Z",
+      "commit__html_url": "https://github.com/ANHIG/IMGTHLA/commit/cada41a6bfac5a8bf88ed2107a0b856b9b9785a0",
+      "commit__message": "Merge pull request #299 from ANHIG/3470\n\nUpdate to xml/hla.xml.zip correcting meta data",
+      "repository__name": "IMGTHLA",
+      "created_utc": "2023-06-13T23:31:50Z",
+      "repository__owner": "ANHIG",
+      "repository__url": "https://github.com/ANHIG/IMGTHLA",
+      "execution__version": "3470"
+    },
+    "s3_response": {
+      "IsTruncated": false,
+      "Marker": "",
+      "MaxKeys": 1000,
+      "Name": "dev-gfe-db-531868584498-us-east-1",
+      "Prefix": "data/3470/csv/"
+    }
+  }
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/validate_build_output/event.json b/gfe-db/pipeline/functions/validate_build_output/event.json
new file mode 100644
index 00000000..a9df535e
--- /dev/null
+++ b/gfe-db/pipeline/functions/validate_build_output/event.json
@@ -0,0 +1,59 @@
+{
+    "version": 3470,
+    "commit_sha": "cada41a6bfac5a8bf88ed2107a0b856b9b9785a0",
+    "input_parameters": {
+      "align": false,
+      "kir": false,
+      "mem_profile": false,
+      "limit": -1
+    },
+    "s3_path": "s3://dev-gfe-db-531868584498-us-east-1/data/3470/csv/",
+    "state": {
+      "commit__sha": "cada41a6bfac5a8bf88ed2107a0b856b9b9785a0",
+      "commit__date_utc": "2022-03-15T14:27:59Z",
+      "commit__html_url": "https://github.com/ANHIG/IMGTHLA/commit/cada41a6bfac5a8bf88ed2107a0b856b9b9785a0",
+      "commit__message": "Merge pull request #299 from ANHIG/3470\n\nUpdate to xml/hla.xml.zip correcting meta data",
+      "repository__name": "IMGTHLA",
+      "created_utc": "2023-06-13T23:31:50Z",
+      "repository__owner": "ANHIG",
+      "repository__url": "https://github.com/ANHIG/IMGTHLA",
+      "execution__version": "3470"
+    },
+    "s3_response": {
+      "Contents": [
+        {
+          "ETag": "\"9ad1c1a9c1ec4aab46150ae20c964f3c\"",
+          "Key": "data/3470/csv/all_cds.3470.csv",
+          "LastModified": "2023-06-11T03:09:55Z",
+          "Size": 6655389,
+          "StorageClass": "STANDARD"
+        },
+        {
+          "ETag": "\"c2adce77dbf50e0f2d20ffb2b88cbb6c\"",
+          "Key": "data/3470/csv/all_features.3470.csv",
+          "LastModified": "2023-06-11T03:09:55Z",
+          "Size": 1573207,
+          "StorageClass": "STANDARD"
+        },
+        {
+          "ETag": "\"3f9485e640c8b94beef3ea6fc27a0954\"",
+          "Key": "data/3470/csv/all_groups.3470.csv",
+          "LastModified": "2023-06-11T03:09:55Z",
+          "Size": 566361,
+          "StorageClass": "STANDARD"
+        },
+        {
+          "ETag": "\"cfa15885630eb85cb00bba748091a59b-2\"",
+          "Key": "data/3470/csv/gfe_sequences.3470.csv",
+          "LastModified": "2023-06-11T03:09:55Z",
+          "Size": 11022516,
+          "StorageClass": "STANDARD"
+        }
+      ],
+      "IsTruncated": false,
+      "Marker": "",
+      "MaxKeys": 1000,
+      "Name": "dev-gfe-db-531868584498-us-east-1",
+      "Prefix": "data/3470/csv/"
+    }
+  }
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/validate_build_output/requirements.txt b/gfe-db/pipeline/functions/validate_build_output/requirements.txt
new file mode 100644
index 00000000..06cfaa1b
--- /dev/null
+++ b/gfe-db/pipeline/functions/validate_build_output/requirements.txt
@@ -0,0 +1 @@
+polars==0.18.3
\ No newline at end of file
diff --git a/gfe-db/pipeline/statemachines/pipeline.asl.json b/gfe-db/pipeline/statemachines/pipeline.asl.json
index 6c09a31b..f738e70d 100644
--- a/gfe-db/pipeline/statemachines/pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/pipeline.asl.json
@@ -113,52 +113,11 @@
                                 "Prefix.$": "States.Format('data/{}/csv/', $.version)"
                             },
                             "ResultPath": "$.s3_response",
-                            "Next": "ValidateFiles"
+                            "Next": "ValidateBuildOutput"
                         },
-                        "ValidateFiles": {
-                            "Type": "Choice",
-                            "Choices": [
-                                {
-                                    "Variable": "$.s3_response.Contents",
-                                    "IsPresent": true,
-                                    "Next": "FilesExist"
-                                }
-                            ],
-                            "Default": "FileError"
-                        },
-                        "FileError": {
-                            "Type": "Fail",
-                            "Cause": "No files found"
-                        },
-                        "FilesExist": {
-                            "Type": "Pass",
-                            "Parameters": {
-                                "files.$": "$.s3_response.Contents[*].Key",
-                                "num_files.$": "States.ArrayLength($.s3_response.Contents)"
-                            },
-                            "ResultPath": "$.build_output",
-                            "Next": "ValidateFileNames"
-                        },
-                        "ValidateFileNames": {
-                            "Type": "Choice",
-                            "Choices": [
-                                {
-                                    "Variable": "$.build_output.num_files",
-                                    "NumericGreaterThan": 0,
-                                    "Next": "FilesAreValid"
-                                }
-                            ],
-                            "Default": "FileError"
-                        },
-                        "FilesAreValid": {
-                            "Type": "Pass",
-                            "Parameters": {
-                                "version.$": "$.version",
-                                "commit_sha.$": "$.commit_sha",
-                                "input_parameters.$": "$.input_parameters",
-                                "s3_path.$": "$.s3_path",
-                                "state.$": "$.state"
-                            },
+                        "ValidateBuildOutput": {
+                            "Type": "Task",
+                            "Resource": "${ValidateBuildOutputFunctionArn}",
                             "End": true
                         }
                     }
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index d74a6b0d..bbcc2ee0 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -32,6 +32,12 @@ Parameters:
     Type: Number
   CheckSourceUpdateFunctionSchedule:
     Type: String
+  ValidateBuildOutputFunctionName:
+    Type: String
+  ValidateBuildOutputFunctionMemorySize:
+    Type: Number
+  ValidateBuildOutputFunctionTimeout:
+    Type: Number
   InvokeLoadScriptFunctionName:
     Type: String
   InvokeUpdatePipelineFunctionName:
@@ -538,6 +544,7 @@ Resources:
       DefinitionSubstitutions:
         ExecutionStateTable: !Ref ExecutionStateTable
         DataBucketName: !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}'
+        ValidateBuildOutputFunctionArn: !GetAtt ValidateBuildOutputFunction.Arn
         GfeDbExecutionResultTopicArn: !GetAtt GfeDbExecutionResultTopic.TopicArn
       #   BuildJobDefinition: !Ref BuildJobDefinition
       #   BuildJobName: !Sub '${Stage}-${AppName}-build-job'
@@ -549,6 +556,8 @@ Resources:
             FunctionName: GfeDbBuildJobMockFunction
         - LambdaInvokePolicy:
             FunctionName: GfeDbLoadMockFunction
+        - LambdaInvokePolicy:
+            FunctionName: !Ref ValidateBuildOutputFunction
         - S3ReadPolicy:
             BucketName: !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}'
         - LambdaInvokePolicy:
@@ -652,6 +661,38 @@ Resources:
   #       IncludeExecutionData: true
   #       Level: ALL
 
+  ValidateBuildOutputFunction:
+    Type: AWS::Serverless::Function
+    Properties:
+      FunctionName: !Ref ValidateBuildOutputFunctionName
+      Description: !Sub "Invoke server-side loading on Neo4j for ${AppName}"
+      CodeUri: functions/validate_build_output/
+      Handler: app.lambda_handler
+      Runtime: python3.10
+      MemorySize: !Ref ValidateBuildOutputFunctionMemorySize
+      Timeout: !Ref ValidateBuildOutputFunctionTimeout
+      Architectures:
+        - x86_64
+      Environment:
+        Variables:
+          APP_NAME: !Ref AppName
+          STAGE: !Ref Stage
+      Policies:
+        - AWSLambdaBasicExecutionRole
+        - Version: "2012-10-17"
+          Statement:
+            - Effect: "Allow"
+              Action: 
+                - "ssm:GetParameters"
+                - "ssm:GetParameter"
+              Resource: 
+                - "*"
+            - Effect: "Allow"
+              Action: 
+                - "s3:GetObject"
+              Resource: 
+                - !Sub "arn:aws:s3:::{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}/*"
+
   InvokeLoadScriptFunction:
     Type: AWS::Serverless::Function
     Properties:
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 879efb2c..f6343fc0 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -5,4 +5,5 @@ py-gfe==1.1.5
 lxml==4.9.2
 Pympler==0.9
 awscli==1.18.159
-boto3==1.15.3
\ No newline at end of file
+boto3==1.15.3
+polars==0.18.3
\ No newline at end of file

From cf826720f2e7d12d830f863168d5364284cf3047 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Tue, 20 Jun 2023 16:44:12 -0700
Subject: [PATCH 064/367] add Batch job state machine definition draft

---
 .../build-release-job-fragment.asl.json       | 56 +++++++++++++++++++
 1 file changed, 56 insertions(+)
 create mode 100644 gfe-db/pipeline/statemachines/build-release-job-fragment.asl.json

diff --git a/gfe-db/pipeline/statemachines/build-release-job-fragment.asl.json b/gfe-db/pipeline/statemachines/build-release-job-fragment.asl.json
new file mode 100644
index 00000000..d80174a3
--- /dev/null
+++ b/gfe-db/pipeline/statemachines/build-release-job-fragment.asl.json
@@ -0,0 +1,56 @@
+{
+    "StartAt": "BuildReleaseJob",
+    "States": {
+        "BuildReleaseJob": {
+            "Type": "Task",
+            "Resource": "arn:aws:states:::batch:submitJob.sync",
+            "ResultPath": "$.s3_path",
+            "Next": "ValidateBuildOutput",
+            "Parameters": {
+                "JobDefinition": "${BuildJobDefinition}",
+                "JobName": "${BuildJobName}",
+                "JobQueue": "${BuildJobQueue}",
+                "ContainerOverrides": {
+                    "Environment": [
+                        {
+                            "Name": "RELEASES",
+                            "Value.$": "$.version"
+                        },
+                        {
+                            "Name": "COMMIT_SHA",
+                            "Value.$": "$.commit_sha"
+                        },
+                        {
+                            "Name": "ALIGN",
+                            "Value.$": "$.input_parameters.align"
+                        },
+                        {
+                            "Name": "KIR",
+                            "Value.$": "$.input_parameters.kir"
+                        },
+                        {
+                            "Name": "MEM_PROFILE",
+                            "Value.$": "$.input_parameters.mem_profile"
+                        },
+                        {
+                            "Name": "LIMIT",
+                            "Value.$": "$.input_parameters.limit"
+                        },
+                        {
+                            "Name": "OUTPUT_URI",
+                            "Value.$": "$.s3_path"
+                        },
+                        {
+                            "Name": "STATE",
+                            "Value.$": "States.JsonToString($.state)"
+                        }
+                    ]
+                }
+            }
+        },
+        "ValidateBuildOutput": {
+            "Type": "Pass",
+            "End": true
+        }
+    }
+}
\ No newline at end of file

From 75baa8fda19b8e543d5a31192356ccb0e1b3cc0f Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 22 Jun 2023 16:31:40 -0700
Subject: [PATCH 065/367] fetch and process data specific to commit sha

---
 gfe-db/pipeline/jobs/build/run.sh | 219 +++++++++++++++++-------------
 1 file changed, 126 insertions(+), 93 deletions(-)

diff --git a/gfe-db/pipeline/jobs/build/run.sh b/gfe-db/pipeline/jobs/build/run.sh
index 072c702f..5cdebc01 100755
--- a/gfe-db/pipeline/jobs/build/run.sh
+++ b/gfe-db/pipeline/jobs/build/run.sh
@@ -2,42 +2,89 @@
 
 START_EXECUTION=$SECONDS
 
-export ROOT="$(dirname "$(dirname "$0")")"
+# export ROOT="$(dirname "$(dirname "$0")")"
+export ROOT="$(dirname "$0")"
+echo "ROOT: $ROOT"
 export BIN_DIR=$ROOT/scripts
 export SRC_DIR=$ROOT/src
-export DATA_DIR=$ROOT/../data
+export DATA_DIR=$ROOT/data
 export LOGS_DIR=$ROOT/logs
 
-# Check for environment variables
-if [[ -z "${GFE_BUCKET}" ]]; then
-	echo "GFE_BUCKET not set. Please specify an S3 bucket."
-	exit 1
-fi
+# TODO BOOKMARK 6/21/23
+get_download_url() {
+    owner="$1"
+    repo="$2"
+    asset_path="$3"
+    commit_sha="$4"
 
-if [[ -z "${RELEASES}" ]]; then
-	echo "RELEASES not set. Please specify the release versions to load."
-	exit 1
-fi
+    base_url="https://api.github.com"
+    endpoint="/repos/${owner}/${repo}/contents/${asset_path}"
+    url="${base_url}${endpoint}"
 
-if [[ -z "${ALIGN}" ]]; then
-	echo "ALIGN not set"
-	ALIGN=False
-fi
+    # Authorization header
+    auth_header="Authorization: token ${GITHUB_PERSONAL_ACCESS_TOKEN}"
 
-if [[ -z "${KIR}" ]]; then
-	echo "KIR not set"
-	KIR=False
-fi
+    # Content-Type header
+    content_type_header="Content-Type: application/json"
+
+    # Accept header
+    accept_header="Accept: application/vnd.github.v3+json"
+
+    # X-GitHub-Api-Version header
+    x_github_api_version_header="X-GitHub-Api-Version: 2022-11-28"
+
+    # GET request with headers and ref parameter
+    # response=$(curl -s -H "${auth_header}" -H "${content_type_header}" -H "${accept_header}" -H "${x_github_api_version_header}" "${url}?ref=${commit_sha}")
+    response=$(curl -s -H "${content_type_header}" -H "${accept_header}" -H "${x_github_api_version_header}" "${url}?ref=${commit_sha}")
+
+    # Print the response
+    echo "${response}" | jq -r '.download_url'
+}
 
-if [[ -z "${MEM_PROFILE}" ]]; then
-	echo "MEM_PROFILE not set"
-	MEM_PROFILE=False
+# Takes the download url and downloads the asset
+get_asset() {
+    download_url="$1"
+    asset_path="$2"
+
+    # Download the asset
+    curl -sSL -o "${asset_path}" -w 'Downloaded %{url_effective} - HTTP status %{http_code} - Total time %{time_total}\n' "${download_url}"
+    if [[ $? -ne 0 ]]; then
+        echo "Download failed for URL ${download_url}"
+    fi
+}
+
+# EVENT="{\"version\":3470,\"commit_sha\":\"cada41a6bfac5a8bf88ed2107a0b856b9b9785a0\",\"input_parameters\":{\"align\":false,\"kir\":false,\"mem_profile\":false,\"limit\":-1},\"s3_path\":\"s3://dev-gfe-db-531868584498-us-east-1/data/3470/csv/\",\"state\":{\"commit__sha\":\"cada41a6bfac5a8bf88ed2107a0b856b9b9785a0\",\"commit__date_utc\":\"2022-03-15T14:27:59Z\",\"commit__html_url\":\"https://github.com/ANHIG/IMGTHLA/commit/cada41a6bfac5a8bf88ed2107a0b856b9b9785a0\",\"commit__message\":\"Merge pull request #299 from ANHIG/3470\n\nUpdate to xml/hla.xml.zip correcting meta data\",\"repository__name\":\"IMGTHLA\",\"created_utc\":\"2023-06-13T23:31:50Z\",\"repository__owner\":\"ANHIG\",\"repository__url\":\"https://github.com/ANHIG/IMGTHLA\",\"execution__version\":\"3470\"}}"
+
+if [[ -z "${EVENT}" ]]; then
+	echo "No event found. Exiting..."
+    exit 1
+else
+	echo "Build is limited to $LIMIT alleles"
 fi
 
+# parse event
+version=$(echo "$EVENT" | jq -r '.version')
+commit_sha=$(echo "$EVENT" | jq -r '.commit_sha')
+commit_html_url=$(echo "$EVENT" | jq -r '.state.commit__html_url')
+repository_owner=$(echo "$EVENT" | jq -r '.state.repository__owner')
+repository_name=$(echo "$EVENT" | jq -r '.state.repository__name')
+align=$(echo "$EVENT" | jq -r '.input_parameters.align')
+kir=$(echo "$EVENT" | jq -r '.input_parameters.kir')
+mem_profile=$(echo "$EVENT" | jq -r '.input_parameters.mem_profile')
+limit=$(echo "$EVENT" | jq -r '.input_parameters.limit')
+s3_path=$(echo "$EVENT" | jq -r '.s3_path')
+
+
+# Refactor the above variable validations into a for loop
+for var in version commit_sha commit_html_url align kir mem_profile mem_profile limit s3_path repository_owner repository_name; do
+    if [[ -z "${!var}" ]]; then
+        echo "$var not set. Please specify a value."
+        exit 1
+    fi
+done
+
 echo "Found environment variables:"
-echo -e "GFE_BUCKET: $GFE_BUCKET\nRELEASES: $RELEASES\nALIGN: $ALIGN\nKIR: $KIR\nMEM_PROFILE: $MEM_PROFILE\nLIMIT: $LIMIT"
 
-# Check limit
 if [[ -z "${LIMIT}" ]]; then
 	echo "No limit set, building GFEs for all alleles"
 else
@@ -45,26 +92,24 @@ else
 fi
 
 # Check if data directory exists
+# TODO: get full path for each
 if [ ! -d "$DATA_DIR" ]; then
 	echo "Creating new directory in root: $DATA_DIR"
 	mkdir -p "$DATA_DIR"
 else
-	# TODO: get full path
 	echo "Data directory: $DATA_DIR"
 fi
 
 # Check if logs directory exists
 if [ ! -d "$LOGS_DIR" ]; then
-	# TODO: get full path
 	echo "Creating logs directory: $LOGS_DIR"
 	mkdir -p "$LOGS_DIR"
 else
-	# TODO: get full path
 	echo "Logs directory: $LOGS_DIR"
 fi
 
 # Memory profiling
-if [ "$MEM_PROFILE" == "True" ]; then
+if [ "$MEM_PROFILE" == "true" ]; then
 	echo "Memory profiling is set to $MEM_PROFILE."
 	MEM_PROFILE_FLAG="-p"
 	touch "$LOGS_DIR/mem_profile_agg.txt"
@@ -74,7 +119,7 @@ else
 fi
 
 # Load KIR data
-if [ "$KIR" == "True" ]; then
+if [ "$KIR" == "true" ]; then
 	echo "Loading KIR = $KIR"
 	KIRFLAG="-k"
 else
@@ -82,7 +127,7 @@ else
 fi
 
 # Load alignments data
-if [ "$ALIGN" == "True" ]; then
+if [ "$ALIGN" == "true" ]; then
 	echo "Loading alignments..."
 	ALIGNFLAG="-a"
 	sh "$BIN_DIR/get_alignments.sh"
@@ -90,72 +135,60 @@ else
 	ALIGNFLAG=""
 fi
 
-# Build csv files
-RELEASES=$(echo "${RELEASES}" | sed s'/"//'g | sed s'/,/ /g')
-
-for release in ${RELEASES}; do
-
-	release=$(echo "$release" | sed s'/,//g')
-	echo "Processing release: $release"
-
-	# Check if data directory exists
-	if [ ! -d "$DATA_DIR/$release/csv" ]; then
-		# TODO: get full path
-		echo "Creating new directory in root: $DATA_DIR/$release/csv..."
-		mkdir -p "$DATA_DIR/$release/csv"
-	else
-		# TODO: get full path
-		echo "CSV directory: $DATA_DIR/$release/csv"
-	fi
-
-	# Check if DAT file exists
-	if [ -f "$DATA_DIR/$release/hla.$release.dat" ]; then
-		echo "DAT file for release $release already exists"
-	else
-		echo "Downloading DAT file for release $release..."
-		if [ "$(echo "$release" | bc -l)" -lt 3350  ]; then
-
-			# Should be environment variable
-			imgt_hla_raw_url='https://raw.githubusercontent.com/ANHIG/IMGTHLA'
-			echo "Downloading $imgt_hla_raw_url/$release/hla.dat to $DATA_DIR/$release/hla.$release.dat"
-			curl -SL "$imgt_hla_raw_url/$release/hla.dat" > "$DATA_DIR/$release/hla.$release.dat"
-		else
-			imgt_hla_media_url='https://media.githubusercontent.com/media/ANHIG/IMGTHLA'
-			echo "Downloading $imgt_hla_media_url/$release/hla.dat to $DATA_DIR/$release/hla.$release.dat"
-			curl -SL "$imgt_hla_media_url/$release/hla.dat" > "$DATA_DIR/$release/hla.$release.dat"
-		fi
-	fi
-	
-	# Builds CSV files
-	python "$SRC_DIR"/app.py \
-		-o "$DATA_DIR/$release/csv" \
-		-r "$release" \
-		$KIRFLAG \
-		$ALIGNFLAG \
-		$MEM_PROFILE_FLAG \
-		-v \
-		-l $LIMIT
-	[ $? -ne 0 ] && exit 1;
-
-	# TODO: Use this S3 hierarchy: root/release/csv | logs
-	echo -e "Uploading CSVs to s3://$GFE_BUCKET/data/$release/csv/:\n$(ls $DATA_DIR/$release/csv/)"
-	aws s3 --recursive cp "$DATA_DIR/$release/csv/" s3://$GFE_BUCKET/data/$release/csv/ > "$LOGS_DIR/s3Copy$$LOG_FILE"
-	mv "$LOGS_DIR/gfeBuildLogs.txt" "$LOGS_DIR/gfeBuildLogs.$release.txt"
-	mv "$LOGS_DIR/s3Copy$$LOG_FILE" "$LOGS_DIR/s3CopyLog.$release.txt"
-
-	if [ "$MEM_PROFILE" == "True" ]; then
-		mv "$LOGS_DIR/mem_profile_agg.txt" "$LOGS_DIR/mem_profile_agg.$release.txt"
-		mv "$LOGS_DIR/mem_profile_diff.txt" "$LOGS_DIR/mem_profile_diff.$release.txt"
-	fi
-
-	echo -e "Uploading logs to s3://$GFE_BUCKET/logs/$release/:\n$(ls $LOGS_DIR/)"
-	aws s3 --recursive cp "$LOGS_DIR/" s3://$GFE_BUCKET/logs/pipeline/build/$release/ > "$LOGS_DIR/s3CopyLog.Local.txt"
+echo "Processing release version: $version"
+
+# Check if data directory exists
+# TODO: get full path for each
+if [ ! -d "$DATA_DIR/$version/csv" ]; then
+    echo "Creating new directory in root: $DATA_DIR/$version/csv"
+    mkdir -p "$DATA_DIR/$version/csv"
+else
+    echo "CSV directory: $DATA_DIR/$version/csv"
+fi
+
+# Check if DAT file exists
+if [ -f "$DATA_DIR/$version/hla.$version.dat" ]; then
+    echo "DAT file for release $version already exists"
+else
+
+    # download_url works for all releases including 3440 and earlier
+    echo "Fetching DAT file for release $version..."
+    download_url="$(get_download_url "$repository_owner" "$repository_name" "hla.dat" "$commit_sha")"
+    get_asset "$download_url" "$DATA_DIR/$version/hla.$version.dat"
+fi
+
+# Builds CSV files
+# TODO booleans for kir, align, mem_profile are lower case, limit is now -1 instead of none
+python "$SRC_DIR"/app.py \
+	-o "$DATA_DIR/$version/csv" \
+	-r "$version" \
+	$KIRFLAG \
+	$ALIGNFLAG \
+	$MEM_PROFILE_FLAG \
+	-v \
+	-l $LIMIT
+[ $? -ne 0 ] && exit 1;
+
+# TODO: Use this S3 hierarchy: root/release/data/csv | logs
+echo -e "Uploading data to s3://$GFE_BUCKET/data/$version"
+aws s3 --recursive --quiet cp "$DATA_DIR/$version/" s3://$GFE_BUCKET/data/$version/
+
+if [ "$MEM_PROFILE" == "true" ]; then
+	mv "$LOGS_DIR/mem_profile_agg.txt" "$LOGS_DIR/mem_profile_agg.$version.txt"
+	mv "$LOGS_DIR/mem_profile_diff.txt" "$LOGS_DIR/mem_profile_diff.$version.txt"
+fi
+
+echo -e "Uploading logs to s3://$GFE_BUCKET/logs/$version"
+aws s3 --recursive cp "$LOGS_DIR/" s3://$GFE_BUCKET/logs/pipeline/build/$version/logs/
 
-done
 
 END_EXECUTION=$(( SECONDS - $START_EXECUTION ))
 echo "Finished in $END_EXECUTION seconds"
-exit 0
 
 # For debugging to keep the build server running
-# sleep 1h
+if [ "$DEBUG" == "true" ]; then
+    echo "DEBUG mode is set to $DEBUG. Sleeping..."
+    while true; do sleep 1000; done
+fi
+
+exit 0
\ No newline at end of file

From ec033628d172eca6de5e739a8d81e91fc48e0bd7 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 23 Jun 2023 12:33:37 -0700
Subject: [PATCH 066/367] update gitignore

---
 .gitignore                                                    | 4 +++-
 .../statemachines/build-release-job-fragment.asl.json         | 2 +-
 2 files changed, 4 insertions(+), 2 deletions(-)

diff --git a/.gitignore b/.gitignore
index 1d77c304..a43761f7 100755
--- a/.gitignore
+++ b/.gitignore
@@ -109,4 +109,6 @@ response.json
 neo4j.conf
 gfedb.zip
 reports/
-source-config-v*.json
\ No newline at end of file
+source-config-v*.json
+gfe-db/pipeline/jobs/build/event.json
+test.asl.json
\ No newline at end of file
diff --git a/gfe-db/pipeline/statemachines/build-release-job-fragment.asl.json b/gfe-db/pipeline/statemachines/build-release-job-fragment.asl.json
index d80174a3..8d753a95 100644
--- a/gfe-db/pipeline/statemachines/build-release-job-fragment.asl.json
+++ b/gfe-db/pipeline/statemachines/build-release-job-fragment.asl.json
@@ -41,7 +41,7 @@
                             "Value.$": "$.s3_path"
                         },
                         {
-                            "Name": "STATE",
+                            "Name": "COMMIT_STATE",
                             "Value.$": "States.JsonToString($.state)"
                         }
                     ]

From 6b3dac3bf20f76e47458464ddcac7259f7172af6 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 23 Jun 2023 12:52:11 -0700
Subject: [PATCH 067/367] update gitignore

---
 .gitignore | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/.gitignore b/.gitignore
index 9c3ffc7b..e0850417 100755
--- a/.gitignore
+++ b/.gitignore
@@ -101,4 +101,8 @@ payload.json
 response.json
 neo4j.conf
 ___*
-gfedb.zip
\ No newline at end of file
+gfedb.zip
+gfe-db/pipeline/jobs/build/event.json
+gfe-db/pipeline/statemachines/test*
+reports/
+_cache/
\ No newline at end of file

From a2dbdf0316b74d8571ddad15014361c55b5e9eca Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 23 Jun 2023 13:40:19 -0700
Subject: [PATCH 068/367] renew gfe-db SSL certificate with SSM Run Command

---
 Makefile                                   |  7 +++++
 gfe-db/database/Makefile                   |  7 +++++
 gfe-db/database/scripts/Makefile           |  3 ++
 gfe-db/database/scripts/init/renew_cert.sh | 34 ++++++++++++++++++++++
 4 files changed, 51 insertions(+)
 create mode 100644 gfe-db/database/scripts/init/renew_cert.sh

diff --git a/Makefile b/Makefile
index 828322b9..b6b3d7be 100644
--- a/Makefile
+++ b/Makefile
@@ -188,6 +188,13 @@ database.reboot:
 database.sync-scripts:
 	$(MAKE) -C ${APP_NAME}/database/ service.config.scripts.sync
 
+# # TODO get expiration date, automate renewal
+# database.ssl.get-expiration:
+# 	$(MAKE) -C ${APP_NAME}/database/ service.ssl.get-expiration
+
+database.ssl.renew-cert:
+	$(MAKE) -C ${APP_NAME}/database/ service.ssl.renew-cert
+
 database.backup:
 	@echo "Backing up $${APP_NAME} server..."
 	$(MAKE) -C ${APP_NAME}/database/ service.backup
diff --git a/gfe-db/database/Makefile b/gfe-db/database/Makefile
index 3f874e11..30d328dc 100644
--- a/gfe-db/database/Makefile
+++ b/gfe-db/database/Makefile
@@ -52,6 +52,13 @@ service.config.scripts.sync: service.config.scripts.deploy
 		--targets "Key=instanceids,Values=${INSTANCE_ID}" \
 		--comment "${STAGE}=${APP_NAME} backup service" 2>&1 | tee -a $$CFN_LOG_PATH || true
 
+service.ssl.renew-cert:
+	@aws ssm send-command \
+		--document-name "AWS-RunShellScript" \
+		--parameters "commands=[cd /home/bitnami && sudo make ssl.renew-cert]" \
+		--targets "Key=instanceids,Values=${INSTANCE_ID}" \
+		--comment "${STAGE}-${APP_NAME} SSL certificate renewal utility" 2>&1 | tee -a $$CFN_LOG_PATH || true
+
 service.config.cloudwatch-agent.deploy:
 	@mkdir -p amazon-cloudwatch-agent/tmp/ 
 	@cat amazon-cloudwatch-agent/amazon-cloudwatch-agent.json | sed "s/STAGE/$${STAGE}/g" | sed "s/APP_NAME/$${APP_NAME}/g" > amazon-cloudwatch-agent/tmp/_amazon-cloudwatch-agent.json
diff --git a/gfe-db/database/scripts/Makefile b/gfe-db/database/scripts/Makefile
index f3826d30..2ce6bc39 100644
--- a/gfe-db/database/scripts/Makefile
+++ b/gfe-db/database/scripts/Makefile
@@ -187,6 +187,9 @@ neo4j.create-report:
 ssl.create-cert:
 	@bash init/create_cert.sh "${SUBDOMAIN}.${HOST_DOMAIN}" ${ADMIN_EMAIL}
 
+ssl.renew-cert:
+	@bash init/renew_cert.sh "${SUBDOMAIN}.${HOST_DOMAIN}"
+
 copy-logs:
 	@mkdir -p ${LOGS_DIR}/neo4j ${LOGS_DIR}/system
 	$(MAKE) logs.bootstrap
diff --git a/gfe-db/database/scripts/init/renew_cert.sh b/gfe-db/database/scripts/init/renew_cert.sh
new file mode 100644
index 00000000..34ca75f4
--- /dev/null
+++ b/gfe-db/database/scripts/init/renew_cert.sh
@@ -0,0 +1,34 @@
+#!/bin/bash -x
+
+# Part of user data, to be run on the database instance on initialization, or later for renewal
+
+echo "Renewing SSL certificate..."
+export NEO4J_HOME=/opt/bitnami/neo4j
+
+# Passed from command line
+DOMAIN=$1
+# ADMIN_EMAIL=$2
+
+# certbot certonly -n \
+#   -d $DOMAIN \
+#   --standalone \
+#   -m $ADMIN_EMAIL \
+#   --agree-tos \
+#   --redirect
+
+certbot renew
+
+chgrp -R neo4j /etc/letsencrypt/*
+chmod -R g+rx /etc/letsencrypt/*
+mkdir -p $NEO4J_HOME/certificates/{bolt,cluster,https}/trusted
+
+for certsource in bolt cluster https; do
+  ln -sf "/etc/letsencrypt/live/$DOMAIN/fullchain.pem" "$NEO4J_HOME/certificates/$certsource/neo4j.cert"
+  ln -sf "/etc/letsencrypt/live/$DOMAIN/privkey.pem" "$NEO4J_HOME/certificates/$certsource/neo4j.key"
+  ln -sf "/etc/letsencrypt/live/$DOMAIN/fullchain.pem" "$NEO4J_HOME/certificates/$certsource/trusted/neo4j.cert"
+done
+
+chgrp -R neo4j $NEO4J_HOME/certificates/*
+chmod -R g+rx $NEO4J_HOME/certificates/*
+
+exit 0

From 9243a7cccb5f76303977db1b7651ddbf778f5fb7 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 23 Jun 2023 18:54:17 -0700
Subject: [PATCH 069/367] integrate build job to update pipeline state machine

---
 gfe-db/pipeline/Makefile                      |  1 +
 .../functions/check_source_update/src/app.py  |  3 +-
 .../functions/invoke_load_script/event.json   |  2 +-
 gfe-db/pipeline/jobs/build/Dockerfile         |  1 +
 gfe-db/pipeline/jobs/build/run.sh             | 88 +++++++++----------
 .../build-release-job-fragment.asl.json       | 33 +------
 .../pipeline/statemachines/pipeline.asl.json  | 23 +++--
 gfe-db/pipeline/template.yaml                 | 54 +++++-------
 8 files changed, 92 insertions(+), 113 deletions(-)

diff --git a/gfe-db/pipeline/Makefile b/gfe-db/pipeline/Makefile
index 43907cbf..6442fd6e 100644
--- a/gfe-db/pipeline/Makefile
+++ b/gfe-db/pipeline/Makefile
@@ -12,6 +12,7 @@ deploy:
 	$(MAKE) service.config.deploy
 
 # TODO update S3 config parameters GitHubRepositoryOwner, GitHubRepositoryName, PipelineStatePath, PipelineParamsPath
+# TODO add error handling for bash commands by checking $? after each command
 service.functions.deploy:
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deploying ${SERVICE} - functions" 2>&1 | tee -a $$CFN_LOG_PATH
 	@sam build \
diff --git a/gfe-db/pipeline/functions/check_source_update/src/app.py b/gfe-db/pipeline/functions/check_source_update/src/app.py
index 9e55bd1a..301979b1 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/src/app.py
@@ -220,7 +220,8 @@ def update_execution_state_item(execution_state_item: ExecutionStateItem, status
 
     if input_parameters is not None and status == "PENDING":
         execution_state_item.execution.input_parameters = input_parameters
-        execution_state_item.execution.s3_path = f's3://{data_bucket_name}/data/{execution_state_item.execution.version}/csv/'
+        # TODO Update format to s3://<data_bucket_name>/data/csv/<version>' for csv and s3://<data_bucket_name>/data/dat/<version>' for hla.dat for Glue Catalog 
+        execution_state_item.execution.s3_path = f's3://{data_bucket_name}/data/{execution_state_item.execution.version}'
         execution_state_item.execution.date_utc = timestamp
 
     # execution_state_item.updated_utc = timestamp
diff --git a/gfe-db/pipeline/functions/invoke_load_script/event.json b/gfe-db/pipeline/functions/invoke_load_script/event.json
index cfca06d3..f483038c 100644
--- a/gfe-db/pipeline/functions/invoke_load_script/event.json
+++ b/gfe-db/pipeline/functions/invoke_load_script/event.json
@@ -7,5 +7,5 @@
         "mem_profile": false,
         "limit": -1
     },
-    "s3_path": "s3://dev-gfe-db-531868584498-us-east-1/data/3470/csv"
+    "s3_path": "s3://dev-gfe-db-531868584498-us-east-1/data/3470"
 }
\ No newline at end of file
diff --git a/gfe-db/pipeline/jobs/build/Dockerfile b/gfe-db/pipeline/jobs/build/Dockerfile
index daca782f..4a57a4b3 100644
--- a/gfe-db/pipeline/jobs/build/Dockerfile
+++ b/gfe-db/pipeline/jobs/build/Dockerfile
@@ -4,6 +4,7 @@ RUN apt update && \
     apt-get install -y \
         bc \
         curl \
+        jq \
     && pip3 install --upgrade pip \
     && apt-get clean
 
diff --git a/gfe-db/pipeline/jobs/build/run.sh b/gfe-db/pipeline/jobs/build/run.sh
index 5cdebc01..fd89774c 100755
--- a/gfe-db/pipeline/jobs/build/run.sh
+++ b/gfe-db/pipeline/jobs/build/run.sh
@@ -10,7 +10,6 @@ export SRC_DIR=$ROOT/src
 export DATA_DIR=$ROOT/data
 export LOGS_DIR=$ROOT/logs
 
-# TODO BOOKMARK 6/21/23
 get_download_url() {
     owner="$1"
     repo="$2"
@@ -21,8 +20,8 @@ get_download_url() {
     endpoint="/repos/${owner}/${repo}/contents/${asset_path}"
     url="${base_url}${endpoint}"
 
-    # Authorization header
-    auth_header="Authorization: token ${GITHUB_PERSONAL_ACCESS_TOKEN}"
+    # # Authorization header
+    # auth_header="Authorization: token ${GITHUB_PERSONAL_ACCESS_TOKEN}"
 
     # Content-Type header
     content_type_header="Content-Type: application/json"
@@ -59,38 +58,37 @@ if [[ -z "${EVENT}" ]]; then
 	echo "No event found. Exiting..."
     exit 1
 else
-	echo "Build is limited to $LIMIT alleles"
+	echo "Build is limited to $limit alleles"
 fi
 
 # parse event
 version=$(echo "$EVENT" | jq -r '.version')
 commit_sha=$(echo "$EVENT" | jq -r '.commit_sha')
-commit_html_url=$(echo "$EVENT" | jq -r '.state.commit__html_url')
 repository_owner=$(echo "$EVENT" | jq -r '.state.repository__owner')
 repository_name=$(echo "$EVENT" | jq -r '.state.repository__name')
 align=$(echo "$EVENT" | jq -r '.input_parameters.align')
 kir=$(echo "$EVENT" | jq -r '.input_parameters.kir')
 mem_profile=$(echo "$EVENT" | jq -r '.input_parameters.mem_profile')
 limit=$(echo "$EVENT" | jq -r '.input_parameters.limit')
-s3_path=$(echo "$EVENT" | jq -r '.s3_path')
-
+# s3_path=$(echo "$EVENT" | jq -r '.s3_path')
 
 # Refactor the above variable validations into a for loop
-for var in version commit_sha commit_html_url align kir mem_profile mem_profile limit s3_path repository_owner repository_name; do
+for var in version commit_sha align kir mem_profile limit repository_owner repository_name; do
     if [[ -z "${!var}" ]]; then
         echo "$var not set. Please specify a value."
         exit 1
     fi
+    echo "$var: ${!var}"
 done
 
-echo "Found environment variables:"
-
-if [[ -z "${LIMIT}" ]]; then
+if [[ -z "${limit}" ]]; then
 	echo "No limit set, building GFEs for all alleles"
 else
-	echo "Build is limited to $LIMIT alleles"
+	echo "Build is limited to $limit alleles"
 fi
 
+echo "Found environment variables"
+
 # Check if data directory exists
 # TODO: get full path for each
 if [ ! -d "$DATA_DIR" ]; then
@@ -109,8 +107,8 @@ else
 fi
 
 # Memory profiling
-if [ "$MEM_PROFILE" == "true" ]; then
-	echo "Memory profiling is set to $MEM_PROFILE."
+if [ "$mem_profile" == "true" ]; then
+	echo "Memory profiling is set to $mem_profile."
 	MEM_PROFILE_FLAG="-p"
 	touch "$LOGS_DIR/mem_profile_agg.txt"
 	touch "$LOGS_DIR/mem_profile_diff.txt"
@@ -118,16 +116,16 @@ else
 	MEM_PROFILE_FLAG=""
 fi
 
-# Load KIR data
-if [ "$KIR" == "true" ]; then
-	echo "Loading KIR = $KIR"
+# Load kir data
+if [ "$kir" == "true" ]; then
+	echo "Loading kir = $kir"
 	KIRFLAG="-k"
 else
 	KIRFLAG=""
 fi
 
 # Load alignments data
-if [ "$ALIGN" == "true" ]; then
+if [ "$align" == "true" ]; then
 	echo "Loading alignments..."
 	ALIGNFLAG="-a"
 	sh "$BIN_DIR/get_alignments.sh"
@@ -157,33 +155,33 @@ else
     get_asset "$download_url" "$DATA_DIR/$version/hla.$version.dat"
 fi
 
-# Builds CSV files
-# TODO booleans for kir, align, mem_profile are lower case, limit is now -1 instead of none
-python "$SRC_DIR"/app.py \
-	-o "$DATA_DIR/$version/csv" \
-	-r "$version" \
-	$KIRFLAG \
-	$ALIGNFLAG \
-	$MEM_PROFILE_FLAG \
-	-v \
-	-l $LIMIT
-[ $? -ne 0 ] && exit 1;
-
-# TODO: Use this S3 hierarchy: root/release/data/csv | logs
-echo -e "Uploading data to s3://$GFE_BUCKET/data/$version"
-aws s3 --recursive --quiet cp "$DATA_DIR/$version/" s3://$GFE_BUCKET/data/$version/
-
-if [ "$MEM_PROFILE" == "true" ]; then
-	mv "$LOGS_DIR/mem_profile_agg.txt" "$LOGS_DIR/mem_profile_agg.$version.txt"
-	mv "$LOGS_DIR/mem_profile_diff.txt" "$LOGS_DIR/mem_profile_diff.$version.txt"
-fi
-
-echo -e "Uploading logs to s3://$GFE_BUCKET/logs/$version"
-aws s3 --recursive cp "$LOGS_DIR/" s3://$GFE_BUCKET/logs/pipeline/build/$version/logs/
-
-
-END_EXECUTION=$(( SECONDS - $START_EXECUTION ))
-echo "Finished in $END_EXECUTION seconds"
+# # Builds CSV files
+# # TODO booleans for kir, align, mem_profile are lower case, limit is now -1 instead of none
+# python "$SRC_DIR"/app.py \
+# 	-o "$DATA_DIR/$version/csv" \
+# 	-r "$version" \
+# 	$KIRFLAG \
+# 	$ALIGNFLAG \
+# 	$MEM_PROFILE_FLAG \
+# 	-v \
+# 	-l $limit
+# [ $? -ne 0 ] && exit 1;
+
+# # TODO: Use this S3 hierarchy: root/release/data/csv | logs
+# echo -e "Uploading data to s3://$GFE_BUCKET/data/$version"
+# aws s3 --recursive --quiet cp "$DATA_DIR/$version/" s3://$GFE_BUCKET/data/$version/
+
+# if [ "$mem_profile" == "true" ]; then
+# 	mv "$LOGS_DIR/mem_profile_agg.txt" "$LOGS_DIR/mem_profile_agg.$version.txt"
+# 	mv "$LOGS_DIR/mem_profile_diff.txt" "$LOGS_DIR/mem_profile_diff.$version.txt"
+# fi
+
+# echo -e "Uploading logs to s3://$GFE_BUCKET/logs/$version"
+# aws s3 --recursive cp "$LOGS_DIR/" s3://$GFE_BUCKET/logs/pipeline/build/$version/logs/
+
+
+# END_EXECUTION=$(( SECONDS - $START_EXECUTION ))
+# echo "Finished in $END_EXECUTION seconds"
 
 # For debugging to keep the build server running
 if [ "$DEBUG" == "true" ]; then
diff --git a/gfe-db/pipeline/statemachines/build-release-job-fragment.asl.json b/gfe-db/pipeline/statemachines/build-release-job-fragment.asl.json
index 8d753a95..3b5806a5 100644
--- a/gfe-db/pipeline/statemachines/build-release-job-fragment.asl.json
+++ b/gfe-db/pipeline/statemachines/build-release-job-fragment.asl.json
@@ -4,7 +4,6 @@
         "BuildReleaseJob": {
             "Type": "Task",
             "Resource": "arn:aws:states:::batch:submitJob.sync",
-            "ResultPath": "$.s3_path",
             "Next": "ValidateBuildOutput",
             "Parameters": {
                 "JobDefinition": "${BuildJobDefinition}",
@@ -13,36 +12,8 @@
                 "ContainerOverrides": {
                     "Environment": [
                         {
-                            "Name": "RELEASES",
-                            "Value.$": "$.version"
-                        },
-                        {
-                            "Name": "COMMIT_SHA",
-                            "Value.$": "$.commit_sha"
-                        },
-                        {
-                            "Name": "ALIGN",
-                            "Value.$": "$.input_parameters.align"
-                        },
-                        {
-                            "Name": "KIR",
-                            "Value.$": "$.input_parameters.kir"
-                        },
-                        {
-                            "Name": "MEM_PROFILE",
-                            "Value.$": "$.input_parameters.mem_profile"
-                        },
-                        {
-                            "Name": "LIMIT",
-                            "Value.$": "$.input_parameters.limit"
-                        },
-                        {
-                            "Name": "OUTPUT_URI",
-                            "Value.$": "$.s3_path"
-                        },
-                        {
-                            "Name": "COMMIT_STATE",
-                            "Value.$": "States.JsonToString($.state)"
+                            "Name": "EVENT",
+                            "Value.$": "States.JsonToString($)"
                         }
                     ]
                 }
diff --git a/gfe-db/pipeline/statemachines/pipeline.asl.json b/gfe-db/pipeline/statemachines/pipeline.asl.json
index f738e70d..6c1cc116 100644
--- a/gfe-db/pipeline/statemachines/pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/pipeline.asl.json
@@ -26,7 +26,7 @@
             ],
             "Next": "BuildRelease",
             "Parameters": {
-                "TableName": "dev-gfe-db-pipeline-ExecutionStateTable-M01KLKJBONAZ",
+                "TableName": "${ExecutionStateTable}",
                 "Key": {
                     "commit__sha": {
                         "S.$": "$.commit_sha"
@@ -97,13 +97,26 @@
                     }
                 },
                 {
-                    "StartAt": "GfeDbBuildJobMockState",
+                    "StartAt": "GfeDbBuildJob",
                     "States": {
-                        "GfeDbBuildJobMockState": {
+                        "GfeDbBuildJob": {
                             "Type": "Task",
-                            "Resource": "arn:aws:lambda:us-east-1:531868584498:function:GfeDbBuildJobMockFunction",
+                            "Resource": "arn:aws:states:::batch:submitJob.sync",
                             "ResultPath": null,
-                            "Next": "ListFiles"
+                            "Next": "ListFiles",
+                            "Parameters": {
+                                "JobDefinition": "${BuildJobDefinition}",
+                                "JobName": "${BuildJobName}",
+                                "JobQueue": "${BuildJobQueue}",
+                                "ContainerOverrides": {
+                                    "Environment": [
+                                        {
+                                            "Name": "EVENT",
+                                            "Value.$": "States.JsonToString($)"
+                                        }
+                                    ]
+                                }
+                            }
                         },
                         "ListFiles": {
                             "Type": "Task",
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index bbcc2ee0..f82b1f53 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -101,11 +101,11 @@ Resources:
       GroupName: !Sub '${Stage}-${AppName}-build-server-sg'
       GroupDescription: !Sub 'Security group for the ${Stage}-${AppName} build server'
       VpcId: !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/VpcID}}'
-      # SecurityGroupIngress: # Uncomment to allow SSH access to build instance
-      #   - CidrIp: 0.0.0.0/0
-      #     FromPort: 22
-      #     IpProtocol: tcp
-      #     ToPort: 22
+      SecurityGroupIngress: # Uncomment to allow SSH access to build instance
+        - CidrIp: 0.0.0.0/0
+          FromPort: 22
+          IpProtocol: tcp
+          ToPort: 22
       Tags:
         - Key: Name
           Value: !Sub '${Stage}-${AppName}-build-server-sg'
@@ -529,7 +529,7 @@ Resources:
               Action: 
                 - "states:StartExecution"
               Resource: 
-                - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/UpdatePipelineStateMachineArn}}'
+                - !GetAtt UpdatePipelineStateMachine.Arn
       Events:
         GfeDbProcessingQueueTrigger:
           Type: SQS
@@ -546,9 +546,9 @@ Resources:
         DataBucketName: !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}'
         ValidateBuildOutputFunctionArn: !GetAtt ValidateBuildOutputFunction.Arn
         GfeDbExecutionResultTopicArn: !GetAtt GfeDbExecutionResultTopic.TopicArn
-      #   BuildJobDefinition: !Ref BuildJobDefinition
-      #   BuildJobName: !Sub '${Stage}-${AppName}-build-job'
-      #   BuildJobQueue: !Ref BuildJobQueue
+        BuildJobDefinition: !Ref BuildJobDefinition
+        BuildJobName: !Sub '${Stage}-${AppName}-build-job'
+        BuildJobQueue: !Ref BuildJobQueue
         InvokeLoadScriptFunctionArn: !GetAtt InvokeLoadScriptFunction.Arn
         LoadReleaseActivityArn: !Ref LoadReleaseActivity
       Policies:
@@ -582,27 +582,21 @@ Resources:
                 - "logs:DescribeLogGroups"
               Resource: 
                 - "*"
-        # - Version: "2012-10-17"
-        #   Statement:
-        #     - Effect: "Allow"
-        #       Action: 
-        #         - "dynamodb:UpdateItem"
-        #       Resource: !GetAtt ExecutionStateTable.Arn
-      #   - Version: "2012-10-17"
-      #     Statement:
-      #       - Effect: "Allow"
-      #         Action: 
-      #           - "batch:SubmitJob"
-      #           - "batch:DescribeJobs"
-      #           - "batch:TerminateJob"
-      #         Resource: "*"
-      #       - Effect: "Allow"
-      #         Action: 
-      #           - "events:PutTargets"
-      #           - "events:PutRule"
-      #           - "events:DescribeRule"
-      #         Resource: 
-      #           - !Sub 'arn:aws:events:${AWS::Region}:${AWS::AccountId}:rule/StepFunctionsGetEventsForBatchJobsRule'
+        - Version: "2012-10-17"
+          Statement:
+            - Effect: "Allow"
+              Action: 
+                - "batch:SubmitJob"
+                - "batch:DescribeJobs"
+                - "batch:TerminateJob"
+              Resource: "*"
+            - Effect: "Allow"
+              Action: 
+                - "events:PutTargets"
+                - "events:PutRule"
+                - "events:DescribeRule"
+              Resource: 
+                - !Sub 'arn:aws:events:${AWS::Region}:${AWS::AccountId}:rule/StepFunctionsGetEventsForBatchJobsRule'
       Logging:
         Destinations: 
           - CloudWatchLogsLogGroup: 

From b8dda62acc50671abf64a18dd1d285480d7eb44e Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Mon, 26 Jun 2023 11:37:07 -0700
Subject: [PATCH 070/367] refactor check_source_update function

---
 .../functions/check_source_update/{src => }/__init__.py         | 0
 gfe-db/pipeline/functions/check_source_update/{src => }/app.py  | 2 +-
 .../functions/check_source_update/{events => }/event.json       | 0
 .../functions/check_source_update/{src => }/requirements.txt    | 0
 .../check_source_update/{events => }/schedule-event.json        | 0
 .../functions/check_source_update/{src => }/utils/__init__.py   | 0
 .../functions/check_source_update/{src => }/utils/constants.py  | 0
 .../functions/check_source_update/{src => }/utils/types.py      | 0
 .../functions/check_source_update/{src => }/utils/utils.py      | 0
 gfe-db/pipeline/functions/validate_build_output/app.py          | 2 ++
 gfe-db/pipeline/template.yaml                                   | 2 +-
 11 files changed, 4 insertions(+), 2 deletions(-)
 rename gfe-db/pipeline/functions/check_source_update/{src => }/__init__.py (100%)
 rename gfe-db/pipeline/functions/check_source_update/{src => }/app.py (99%)
 rename gfe-db/pipeline/functions/check_source_update/{events => }/event.json (100%)
 rename gfe-db/pipeline/functions/check_source_update/{src => }/requirements.txt (100%)
 rename gfe-db/pipeline/functions/check_source_update/{events => }/schedule-event.json (100%)
 rename gfe-db/pipeline/functions/check_source_update/{src => }/utils/__init__.py (100%)
 rename gfe-db/pipeline/functions/check_source_update/{src => }/utils/constants.py (100%)
 rename gfe-db/pipeline/functions/check_source_update/{src => }/utils/types.py (100%)
 rename gfe-db/pipeline/functions/check_source_update/{src => }/utils/utils.py (100%)

diff --git a/gfe-db/pipeline/functions/check_source_update/src/__init__.py b/gfe-db/pipeline/functions/check_source_update/__init__.py
similarity index 100%
rename from gfe-db/pipeline/functions/check_source_update/src/__init__.py
rename to gfe-db/pipeline/functions/check_source_update/__init__.py
diff --git a/gfe-db/pipeline/functions/check_source_update/src/app.py b/gfe-db/pipeline/functions/check_source_update/app.py
similarity index 99%
rename from gfe-db/pipeline/functions/check_source_update/src/app.py
rename to gfe-db/pipeline/functions/check_source_update/app.py
index 301979b1..b425575e 100644
--- a/gfe-db/pipeline/functions/check_source_update/src/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/app.py
@@ -232,6 +232,6 @@ def update_execution_state_item(execution_state_item: ExecutionStateItem, status
 if __name__ == "__main__":
     from pathlib import Path
 
-    event = json.loads((Path(__file__).parent.parent / "events" / "event.json").read_text())
+    event = json.loads((Path(__file__).parent / "event.json").read_text())
 
     lambda_handler(event, None)
diff --git a/gfe-db/pipeline/functions/check_source_update/events/event.json b/gfe-db/pipeline/functions/check_source_update/event.json
similarity index 100%
rename from gfe-db/pipeline/functions/check_source_update/events/event.json
rename to gfe-db/pipeline/functions/check_source_update/event.json
diff --git a/gfe-db/pipeline/functions/check_source_update/src/requirements.txt b/gfe-db/pipeline/functions/check_source_update/requirements.txt
similarity index 100%
rename from gfe-db/pipeline/functions/check_source_update/src/requirements.txt
rename to gfe-db/pipeline/functions/check_source_update/requirements.txt
diff --git a/gfe-db/pipeline/functions/check_source_update/events/schedule-event.json b/gfe-db/pipeline/functions/check_source_update/schedule-event.json
similarity index 100%
rename from gfe-db/pipeline/functions/check_source_update/events/schedule-event.json
rename to gfe-db/pipeline/functions/check_source_update/schedule-event.json
diff --git a/gfe-db/pipeline/functions/check_source_update/src/utils/__init__.py b/gfe-db/pipeline/functions/check_source_update/utils/__init__.py
similarity index 100%
rename from gfe-db/pipeline/functions/check_source_update/src/utils/__init__.py
rename to gfe-db/pipeline/functions/check_source_update/utils/__init__.py
diff --git a/gfe-db/pipeline/functions/check_source_update/src/utils/constants.py b/gfe-db/pipeline/functions/check_source_update/utils/constants.py
similarity index 100%
rename from gfe-db/pipeline/functions/check_source_update/src/utils/constants.py
rename to gfe-db/pipeline/functions/check_source_update/utils/constants.py
diff --git a/gfe-db/pipeline/functions/check_source_update/src/utils/types.py b/gfe-db/pipeline/functions/check_source_update/utils/types.py
similarity index 100%
rename from gfe-db/pipeline/functions/check_source_update/src/utils/types.py
rename to gfe-db/pipeline/functions/check_source_update/utils/types.py
diff --git a/gfe-db/pipeline/functions/check_source_update/src/utils/utils.py b/gfe-db/pipeline/functions/check_source_update/utils/utils.py
similarity index 100%
rename from gfe-db/pipeline/functions/check_source_update/src/utils/utils.py
rename to gfe-db/pipeline/functions/check_source_update/utils/utils.py
diff --git a/gfe-db/pipeline/functions/validate_build_output/app.py b/gfe-db/pipeline/functions/validate_build_output/app.py
index d03871f5..bd2d09c4 100644
--- a/gfe-db/pipeline/functions/validate_build_output/app.py
+++ b/gfe-db/pipeline/functions/validate_build_output/app.py
@@ -31,6 +31,8 @@ def lambda_handler(event, context):
 
     for file_path in output_file_paths:
 
+        logger.info(f"Validating {file_path}")
+
         # get schema name from file name
         schema = file_path.split("/")[-1].split(".")[0]
 
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index f82b1f53..ee9b887c 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -410,7 +410,7 @@ Resources:
     Properties:
       FunctionName: !Ref CheckSourceUpdateFunctionName
       Description: !Sub '${AppName} update pipeline trigger: checks for new IMGT/HLA releases and starts the loading process'
-      CodeUri: functions/check_source_update/src/
+      CodeUri: functions/check_source_update/
       Handler: app.lambda_handler
       Runtime: python3.9
       MemorySize: !Ref CheckSourceUpdateFunctionMemorySize

From 82fa2d549555d7a0f32a2818122b7a6decb2ef1e Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Mon, 26 Jun 2023 12:18:10 -0700
Subject: [PATCH 071/367] add gfedbmodels Lambda layer

---
 .../functions/check_source_update/app.py         | 11 ++++++++---
 .../check_source_update/requirements.txt         |  4 ----
 .../gfe_db_models/gfedbmodels}/__init__.py       |  0
 .../gfe_db_models/gfedbmodels}/constants.py      |  0
 .../gfe_db_models/gfedbmodels}/types.py          |  0
 .../gfe_db_models/gfedbmodels}/utils.py          |  3 +++
 .../lambda_layers/gfe_db_models/requirements.txt |  4 ++++
 gfe-db/pipeline/scripts/source_config/build.py   | 13 +++++++------
 gfe-db/pipeline/scripts/source_config/load.py    | 14 ++++++++------
 gfe-db/pipeline/template.yaml                    | 16 ++++++++++++++++
 10 files changed, 46 insertions(+), 19 deletions(-)
 rename gfe-db/pipeline/{functions/check_source_update/utils => lambda_layers/gfe_db_models/gfedbmodels}/__init__.py (100%)
 rename gfe-db/pipeline/{functions/check_source_update/utils => lambda_layers/gfe_db_models/gfedbmodels}/constants.py (100%)
 rename gfe-db/pipeline/{functions/check_source_update/utils => lambda_layers/gfe_db_models/gfedbmodels}/types.py (100%)
 rename gfe-db/pipeline/{functions/check_source_update/utils => lambda_layers/gfe_db_models/gfedbmodels}/utils.py (99%)
 create mode 100644 gfe-db/pipeline/lambda_layers/gfe_db_models/requirements.txt

diff --git a/gfe-db/pipeline/functions/check_source_update/app.py b/gfe-db/pipeline/functions/check_source_update/app.py
index b425575e..521b691d 100644
--- a/gfe-db/pipeline/functions/check_source_update/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/app.py
@@ -7,12 +7,17 @@
 this function will not reprocess the deleted items.
 """
 import os
+if __name__ != "app":
+    import sys
+    # for dev, local path to gfe-db modules
+    # ./gfe-db/pipeline/lambda_layers/gfe_db_models (use absolute path)
+    sys.path.append(os.environ["GFEDBMODELS_PATH"])
 import logging
 from decimal import Decimal
 from datetime import datetime, timedelta
 import json
 import boto3
-from utils.constants import (
+from gfedbmodels.constants import (
     dynamodb,
     GITHUB_REPOSITORY_OWNER,
     GITHUB_REPOSITORY_NAME,
@@ -21,7 +26,7 @@
     gfedb_processing_queue_url,
     execution_state_table_fields
 )
-from utils.types import (
+from gfedbmodels.types import (
     str_to_datetime,
     str_from_datetime,
     ExecutionStateItem, 
@@ -30,7 +35,7 @@
     ExecutionDetailsConfig,
     ExecutionPayloadItem
 )
-from utils.utils import (
+from gfedbmodels.utils import (
     read_source_config,
     restore_nested_json, 
     list_commits, 
diff --git a/gfe-db/pipeline/functions/check_source_update/requirements.txt b/gfe-db/pipeline/functions/check_source_update/requirements.txt
index ab2fcc76..e69de29b 100644
--- a/gfe-db/pipeline/functions/check_source_update/requirements.txt
+++ b/gfe-db/pipeline/functions/check_source_update/requirements.txt
@@ -1,4 +0,0 @@
-python-dotenv
-pydantic
-requests
-urllib3<2
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/check_source_update/utils/__init__.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/__init__.py
similarity index 100%
rename from gfe-db/pipeline/functions/check_source_update/utils/__init__.py
rename to gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/__init__.py
diff --git a/gfe-db/pipeline/functions/check_source_update/utils/constants.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py
similarity index 100%
rename from gfe-db/pipeline/functions/check_source_update/utils/constants.py
rename to gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py
diff --git a/gfe-db/pipeline/functions/check_source_update/utils/types.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
similarity index 100%
rename from gfe-db/pipeline/functions/check_source_update/utils/types.py
rename to gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
diff --git a/gfe-db/pipeline/functions/check_source_update/utils/utils.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py
similarity index 99%
rename from gfe-db/pipeline/functions/check_source_update/utils/utils.py
rename to gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py
index 39fccf6b..7cec35c4 100644
--- a/gfe-db/pipeline/functions/check_source_update/utils/utils.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py
@@ -38,6 +38,9 @@
 
 cache_dir = Path(__file__).parent / "_cache"
 
+# TODO clear cache
+# TODO disable/enable cache for testing
+
 def save_json_to_cache(data, var_name):
     """Saves data to cache directory"""
     if not cache_dir.exists():
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/requirements.txt b/gfe-db/pipeline/lambda_layers/gfe_db_models/requirements.txt
new file mode 100644
index 00000000..ab2fcc76
--- /dev/null
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/requirements.txt
@@ -0,0 +1,4 @@
+python-dotenv
+pydantic
+requests
+urllib3<2
\ No newline at end of file
diff --git a/gfe-db/pipeline/scripts/source_config/build.py b/gfe-db/pipeline/scripts/source_config/build.py
index b80e4bca..39973d39 100644
--- a/gfe-db/pipeline/scripts/source_config/build.py
+++ b/gfe-db/pipeline/scripts/source_config/build.py
@@ -1,14 +1,15 @@
 """
 Builds the execution state for the given repository source from the static repository source configuration (`source-config.json`).
 """
+
 import os
 import sys
-sys.path.append(
-    "/Users/ammon/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/gfe-db/pipeline/functions/check_source_update"
-)
+# for dev, local path to gfe-db modules
+# ./gfe-db/pipeline/lambda_layers/gfe_db_models (use absolute path)
+sys.path.append(os.environ["GFEDBMODELS_PATH"])
+
 from pathlib import Path
 import logging
-
 logging.basicConfig(level=logging.INFO)
 logger = logging.getLogger(__name__)
 from datetime import datetime
@@ -17,12 +18,12 @@
 import json
 
 # these libraries are shared from the check_source_update function
-from src.utils.types import (
+from gfedbmodels.types import (
     SourceConfig,
     RepositoryConfig,
     ExecutionState
 )
-from src.utils import (
+from gfedbmodels import (
     paginate_commits,
     select_fields,
     flatten_json_records,
diff --git a/gfe-db/pipeline/scripts/source_config/load.py b/gfe-db/pipeline/scripts/source_config/load.py
index 485991fe..48b27c29 100644
--- a/gfe-db/pipeline/scripts/source_config/load.py
+++ b/gfe-db/pipeline/scripts/source_config/load.py
@@ -5,22 +5,24 @@
 """
 import os
 from pathlib import Path
+import os
 import sys
-sys.path.append(
-    str(Path(__file__).parent.parent.parent / "functions" / "check_source_update")
-)
+# for dev, local path to gfe-db modules
+# ./gfe-db/pipeline/lambda_layers/gfe_db_models (use absolute path)
+sys.path.append(os.environ["GFEDBMODELS_PATH"])
+
 import logging
 from datetime import datetime
 utc_now = datetime.utcnow().strftime("%Y-%m-%dT%H:%M:%SZ")
 import json
 import boto3
-from src.utils.constants import (
+from gfedbmodels.constants import (
     execution_state_table_fields
 )
-from src.utils.types import (
+from gfedbmodels.types import (
     ExecutionState,
 )
-from src.utils.utils import (
+from gfedbmodels.utils import (
     flatten_json_records,
     filter_null_fields
 )
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index ee9b887c..2fcca981 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -69,6 +69,20 @@ Resources:
       Description: GitHub Personal Access Token for repository access
       Value: !Sub '{"owner":"${GithubRepositoryOwner}", "name":"${GithubRepositoryName}"}'
 
+  # Create a lambda layer
+  GfeDbModelsLayer:
+    Type: AWS::Serverless::LayerVersion
+    Properties:
+      LayerName: !Sub '${Stage}-gfe-db-models'
+      Description: !Sub '${AppName} models for validationa and processing data'
+      ContentUri: lambda_layers/gfe_db_models
+      RetentionPolicy: delete
+      CompatibleRuntimes:
+        - python3.10
+    Metadata:
+      BuildMethod: python3.10
+      BuildArchitectures: arm64
+
   # TODO change name to GfeDbExecutionStateTable
   ExecutionStateTable:
     Type: AWS::DynamoDB::Table
@@ -413,6 +427,8 @@ Resources:
       CodeUri: functions/check_source_update/
       Handler: app.lambda_handler
       Runtime: python3.9
+      Layers:
+        - !Ref GfeDbModelsLayer
       MemorySize: !Ref CheckSourceUpdateFunctionMemorySize
       Timeout: !Ref CheckSourceUpdateFunctionTimeout
       Architectures:

From 61bcd1dac9244e18ad4a986000c4246bf4618cbb Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Mon, 26 Jun 2023 12:30:32 -0700
Subject: [PATCH 072/367] update table variable name

---
 gfe-db/pipeline/functions/check_source_update/app.py   | 10 +++++-----
 .../gfe_db_models/gfedbmodels/constants.py             |  2 +-
 2 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/gfe-db/pipeline/functions/check_source_update/app.py b/gfe-db/pipeline/functions/check_source_update/app.py
index 521b691d..abd38999 100644
--- a/gfe-db/pipeline/functions/check_source_update/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/app.py
@@ -21,7 +21,7 @@
     dynamodb,
     GITHUB_REPOSITORY_OWNER,
     GITHUB_REPOSITORY_NAME,
-    table_name,
+    execution_state_table_name,
     data_bucket_name,
     gfedb_processing_queue_url,
     execution_state_table_fields
@@ -68,8 +68,8 @@ def lambda_handler(event, context):
 
     try:
         # Get items from state table
-        logger.info(f"Fetching execution state from {table_name}")
-        table = dynamodb.Table(table_name)
+        logger.info(f"Fetching execution state from {execution_state_table_name}")
+        table = dynamodb.Table(execution_state_table_name)
         execution_state = get_execution_state(table)
 
         # Get the most recent commits from github since the most recent commit date retrieved from DynamoDB
@@ -149,10 +149,10 @@ def lambda_handler(event, context):
 
         if len(items) > 0:
             with table.batch_writer() as batch:
-                logger.info(f"Loading {len(items)} items to {table_name}")
+                logger.info(f"Loading {len(items)} items to {execution_state_table_name}")
                 for item in items:
                     batch.put_item(Item=item)
-            logger.info(f"{len(items)} items loaded to {table_name}")   
+            logger.info(f"{len(items)} items loaded to {execution_state_table_name}")   
         else:
             raise Exception("Commits were found but the DynamoDB payload is empty")
 
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py
index ffd2f59f..2ec6f903 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py
@@ -28,7 +28,7 @@
 GITHUB_REPOSITORY_OWNER = github_source_repository["owner"]
 GITHUB_REPOSITORY_NAME = github_source_repository["name"]
 
-table_name = ssm.get_parameter(
+execution_state_table_name = ssm.get_parameter(
     Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/ExecutionStateTableName'
 )["Parameter"]["Value"]
 

From 833977b03f02946f5ff1cb39275cd0f7e3002bd4 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Mon, 26 Jun 2023 12:58:16 -0700
Subject: [PATCH 073/367] deploy get_state_execution function

---
 gfe-db/pipeline/Makefile                      |  2 +
 gfe-db/pipeline/functions/environment.json    |  6 +++
 .../functions/get_execution_state/__init__.py |  0
 .../functions/get_execution_state/app.py      | 42 +++++++++++++++++++
 .../functions/get_execution_state/event.json  | 11 +++++
 .../get_execution_state/requirements.txt      |  0
 gfe-db/pipeline/template.yaml                 | 41 ++++++++++++++++++
 7 files changed, 102 insertions(+)
 create mode 100644 gfe-db/pipeline/functions/get_execution_state/__init__.py
 create mode 100644 gfe-db/pipeline/functions/get_execution_state/app.py
 create mode 100644 gfe-db/pipeline/functions/get_execution_state/event.json
 create mode 100644 gfe-db/pipeline/functions/get_execution_state/requirements.txt

diff --git a/gfe-db/pipeline/Makefile b/gfe-db/pipeline/Makefile
index 6442fd6e..a9ca6507 100644
--- a/gfe-db/pipeline/Makefile
+++ b/gfe-db/pipeline/Makefile
@@ -38,6 +38,8 @@ service.functions.deploy:
 			CheckSourceUpdateFunctionMemorySize="$$(cat functions/environment.json | jq -r '.Functions.CheckSourceUpdate.FunctionConfiguration.MemorySize')" \
 			CheckSourceUpdateFunctionTimeout="$$(cat functions/environment.json | jq -r '.Functions.CheckSourceUpdate.FunctionConfiguration.Timeout')" \
 			CheckSourceUpdateFunctionSchedule="$$(cat functions/environment.json | jq -r '.Functions.CheckSourceUpdate.CheckSourceUpdateFunctionSchedule')" \
+			GetExecutionStateFunctionTimeout="$$(cat functions/environment.json | jq -r '.Functions.GetExecutionState.FunctionConfiguration.Timeout')" \
+			GetExecutionStateFunctionMemorySize="$$(cat functions/environment.json | jq -r '.Functions.GetExecutionState.FunctionConfiguration.MemorySize')" \
 			ValidateBuildOutputFunctionName="$${STAGE}"-"$${APP_NAME}"-"$$(cat functions/environment.json | jq -r '.Functions.ValidateBuildOutput.FunctionConfiguration.FunctionName')" \
 			ValidateBuildOutputFunctionMemorySize="$$(cat functions/environment.json | jq -r '.Functions.ValidateBuildOutput.FunctionConfiguration.MemorySize')" \
 			ValidateBuildOutputFunctionTimeout="$$(cat functions/environment.json | jq -r '.Functions.ValidateBuildOutput.FunctionConfiguration.Timeout')" \
diff --git a/gfe-db/pipeline/functions/environment.json b/gfe-db/pipeline/functions/environment.json
index 12860db4..757c6942 100644
--- a/gfe-db/pipeline/functions/environment.json
+++ b/gfe-db/pipeline/functions/environment.json
@@ -8,6 +8,12 @@
                 "MemorySize": 256
             }
         },
+        "GetExecutionState": {
+            "FunctionConfiguration": {
+                "Timeout": 60,
+                "MemorySize": 256
+            }
+        },
         "InvokeLoadScript": {
             "FunctionConfiguration": {
                 "FunctionName": "invoke-load-script",
diff --git a/gfe-db/pipeline/functions/get_execution_state/__init__.py b/gfe-db/pipeline/functions/get_execution_state/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/gfe-db/pipeline/functions/get_execution_state/app.py b/gfe-db/pipeline/functions/get_execution_state/app.py
new file mode 100644
index 00000000..5f20bf61
--- /dev/null
+++ b/gfe-db/pipeline/functions/get_execution_state/app.py
@@ -0,0 +1,42 @@
+"""
+Checks a GitHub repository for new commits and triggers data ingestion. This function processes
+only the releases that it finds. To process specific releases, use a different method.
+
+Note: this function is only responsible for checking and processing the most recent commits. It is not responsible for 
+syncing state. If old items are deleted on the Execution state table while the most recent commits remain, 
+this function will not reprocess the deleted items.
+"""
+import os
+if __name__ != "app":
+    import sys
+    # for dev, local path to gfe-db modules
+    # ./gfe-db/pipeline/lambda_layers/gfe_db_models (use absolute path)
+    sys.path.append(os.environ["GFEDBMODELS_PATH"])
+import logging
+import json
+
+logger = logging.getLogger()
+logger.setLevel(logging.INFO)
+
+# Environment
+APP_NAME = os.environ["APP_NAME"]
+STAGE = os.environ["STAGE"]
+
+
+def lambda_handler(event, context):
+    logger.info(json.dumps(event))
+
+    # TODO validate input
+    # TODO Get state for commit in input
+    # TODO Return state
+    # TODO return the SQS message receipt in case it needs to be returned to the queue if the state machine fails
+
+    return
+
+
+if __name__ == "__main__":
+    from pathlib import Path
+
+    event = json.loads((Path(__file__).parent / "event.json").read_text())
+
+    lambda_handler(event, None)
diff --git a/gfe-db/pipeline/functions/get_execution_state/event.json b/gfe-db/pipeline/functions/get_execution_state/event.json
new file mode 100644
index 00000000..f9486301
--- /dev/null
+++ b/gfe-db/pipeline/functions/get_execution_state/event.json
@@ -0,0 +1,11 @@
+{
+    "version": 3520,
+    "commit_sha": "70b3c643390b8a1e394b5d9cc9ee1f2c6eb1baca",
+    "input_parameters": {
+      "align": false,
+      "kir": false,
+      "mem_profile": false,
+      "limit": -1
+    },
+    "s3_path": "s3://dev-gfe-db-531868584498-us-east-1/data/3520"
+  }
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/get_execution_state/requirements.txt b/gfe-db/pipeline/functions/get_execution_state/requirements.txt
new file mode 100644
index 00000000..e69de29b
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 2fcca981..9339ee44 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -32,6 +32,10 @@ Parameters:
     Type: Number
   CheckSourceUpdateFunctionSchedule:
     Type: String
+  GetExecutionStateFunctionTimeout:
+    Type: Number
+  GetExecutionStateFunctionMemorySize:
+    Type: Number
   ValidateBuildOutputFunctionName:
     Type: String
   ValidateBuildOutputFunctionMemorySize:
@@ -491,6 +495,43 @@ Resources:
                 - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}'
                 - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}/*'
 
+  GetExecutionStateFunction:
+    Type: AWS::Serverless::Function
+    Properties:
+      Description: !Sub '${AppName} execution input validation and state retrieval'
+      CodeUri: functions/get_execution_state/
+      Handler: app.lambda_handler
+      Runtime: python3.10
+      Layers:
+        - !Ref GfeDbModelsLayer
+      MemorySize: !Ref GetExecutionStateFunctionMemorySize
+      Timeout: !Ref GetExecutionStateFunctionTimeout
+      Architectures:
+        - x86_64
+      Environment:
+        Variables:
+          APP_NAME: !Ref AppName
+          STAGE: !Ref Stage
+      Policies:
+        - AWSLambdaBasicExecutionRole
+        - Version: "2012-10-17"
+          Statement:
+            - Sid: "AllowSSMParameterStoreAccess"
+              Effect: "Allow"
+              Action:
+                - "ssm:GetParameters"
+                - "ssm:GetParameter"
+              # TODO test correct ARN path for app specific parameters
+              # arn:aws:ssm:us-east-2:123456789012:parameter/${AppName}/${Stage}/${AWS::Region}/*
+              Resource: !Sub 'arn:aws:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*'
+        - Version: "2012-10-17"
+          Statement:
+            - Sid: "AllowDynamoDBReadAccess"
+              Effect: "Allow"
+              Action:
+                - "dynamodb:ReadItem"
+              Resource: !GetAtt ExecutionStateTable.Arn
+
   # # TODO redeploy
   # CheckSourceUpdateFunctionAlarm:
   #   Type: AWS::CloudWatch::Alarm

From c27c09892695658e3f8b82b626cfb63164f77fb1 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Wed, 28 Jun 2023 19:00:03 -0700
Subject: [PATCH 074/367] update secret path format

---
 Makefile                                  | 3 ++-
 gfe-db/database/config/scripts/load_db.sh | 2 +-
 gfe-db/database/template.yaml             | 2 +-
 3 files changed, 4 insertions(+), 3 deletions(-)

diff --git a/Makefile b/Makefile
index 44376441..152c4c8f 100644
--- a/Makefile
+++ b/Makefile
@@ -221,8 +221,9 @@ database.status:
 database.get.endpoint:
 	@echo "https://${SUBDOMAIN}.${HOST_DOMAIN}:7473/browser/"
 
+# TODO update path to use "/${AppName}/${Stage}/${AWS::Region}/
 database.get.credentials:
-	@secret_string=$$(aws secretsmanager get-secret-value --secret-id ${APP_NAME}-${STAGE}-Neo4jCredentials | jq -r '.SecretString') && \
+	@secret_string=$$(aws secretsmanager get-secret-value --secret-id "/${APP_NAME}/${STAGE}/${AWS_REGION}/Neo4jCredentials" | jq -r '.SecretString') && \
 	echo "Username: $$(echo $$secret_string | jq -r '.NEO4J_USERNAME')" && \
 	echo "Password: $$(echo $$secret_string | jq -r '.NEO4J_PASSWORD')"
 
diff --git a/gfe-db/database/config/scripts/load_db.sh b/gfe-db/database/config/scripts/load_db.sh
index a2919af4..062b43bf 100644
--- a/gfe-db/database/config/scripts/load_db.sh
+++ b/gfe-db/database/config/scripts/load_db.sh
@@ -39,7 +39,7 @@ fi
 # Get Neo4j Credentials
 NEO4J_CREDENTIALS=$(aws secretsmanager get-secret-value \
     --region $AWS_REGION \
-    --secret-id ${APP_NAME}-${STAGE}-Neo4jCredentials | jq -r '.SecretString')
+    --secret-id "/${APP_NAME}/${STAGE}/${AWS::Region}/Neo4jCredentials" | jq -r '.SecretString') # TODO update path to use "/${AppName}/${Stage}/${AWS::Region}/
 NEO4J_USERNAME=$(echo $NEO4J_CREDENTIALS | jq -r '.NEO4J_USERNAME')
 NEO4J_PASSWORD=$(echo $NEO4J_CREDENTIALS | jq -r '.NEO4J_PASSWORD')
 
diff --git a/gfe-db/database/template.yaml b/gfe-db/database/template.yaml
index 01fbaa36..3c4663ed 100644
--- a/gfe-db/database/template.yaml
+++ b/gfe-db/database/template.yaml
@@ -49,7 +49,7 @@ Resources:
   Neo4jCredentialsSecret:
     Type: AWS::SecretsManager::Secret
     Properties:
-      Name: !Sub "${AppName}-${Stage}-Neo4jCredentials"
+      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/Neo4jCredentials" # TODO update path to use "/${AppName}/${Stage}/${AWS::Region}/
       Description: Must match the username/password specified in the Neo4j Dockerfile. Empty until the database is created.
       SecretString: '{"NEO4J_USERNAME":"","NEO4J_PASSWORD":""}'
       Tags:

From b995b156579948a97c879b0f8aadd161ee8157bb Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Wed, 28 Jun 2023 19:00:12 -0700
Subject: [PATCH 075/367] config manager for Lambda functions

---
 .../functions/validate_build_output/app.py    |   4 +-
 .../gfe_db_models/gfedbmodels/constants.py    | 222 +++++++++++++++---
 2 files changed, 191 insertions(+), 35 deletions(-)

diff --git a/gfe-db/pipeline/functions/validate_build_output/app.py b/gfe-db/pipeline/functions/validate_build_output/app.py
index bd2d09c4..c1a3baa4 100644
--- a/gfe-db/pipeline/functions/validate_build_output/app.py
+++ b/gfe-db/pipeline/functions/validate_build_output/app.py
@@ -17,7 +17,8 @@
     Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/DataBucketName'
 )["Parameter"]["Value"]
 
-
+# TODO use Powertools event parser
+# @event_parser(model=Order)
 def lambda_handler(event, context):
 
     logger.info(json.dumps(event))
@@ -70,6 +71,7 @@ def lambda_handler(event, context):
     "gfe_sequences": ['gfe_name', 'allele_id', 'locus', 'hla_name', 'seq_id', 'sequence', 'length', 'imgt_release']
 }
 
+# TODO Use S3 streaming https://docs.powertools.aws.dev/lambda/python/latest/utilities/streaming/#getting-started
 def load_csv_from_s3(path: str) -> dict:
     data = s3.get_object(Bucket=data_bucket_name, Key=path)["Body"].read().decode("utf-8")
 
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py
index 2ec6f903..edd83348 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py
@@ -1,49 +1,196 @@
 import os
 import logging
+from dataclasses import dataclass
+from functools import lru_cache
+import re
 import json
+from typing import Any
 import boto3
 
 # Logging
 logger = logging.getLogger(__name__)
 logger.setLevel(logging.INFO)
 
-# Environment variables
-AWS_REGION = os.environ["AWS_REGION"] 
-
-# AWS clients
-session = boto3.Session(region_name=AWS_REGION)
-ssm = session.client("ssm")
-dynamodb = session.resource("dynamodb", region_name=AWS_REGION)
-sqs = session.client("sqs", region_name=AWS_REGION)
-secretsmanager = session.client("secretsmanager", region_name=AWS_REGION)
-
-GITHUB_PERSONAL_ACCESS_TOKEN = secretsmanager.get_secret_value(
-    SecretId=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/GitHubPersonalAccessToken'
-)["SecretString"]
-
-# Get SSM Parameters
-github_source_repository = json.loads(ssm.get_parameter(
-    Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/GithubSourceRepository'
-)["Parameter"]["Value"])
-GITHUB_REPOSITORY_OWNER = github_source_repository["owner"]
-GITHUB_REPOSITORY_NAME = github_source_repository["name"]
-
-execution_state_table_name = ssm.get_parameter(
-    Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/ExecutionStateTableName'
-)["Parameter"]["Value"]
-
-# state_machine_arn = ssm.get_parameter(
-#     Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/UpdatePipelineArn'
+
+# TODO send to CloudFormation
+app_params_mapping = {
+    "infra": [
+        "VpcID",
+        "PublicSubnetID",
+        "DataBucketName",
+        "DataBucketArn",
+        "DataBucketRegionalDomainName",
+        "Neo4jDatabaseEndpoint",
+        "Neo4jDatabaseEndpointAllocationId",
+        "DataPipelineErrorsTopicArn"
+    ],
+    "pipeline": [
+        "GithubSourceRepository",
+        "GitHubPersonalAccessToken",
+        "ExecutionStateTableName",
+        "BuildJobQueueArn",
+        "BuildServiceRepositoryName",
+        "GfeDbProcessingQueueUrl",
+        "GfeDbExecutionResultTopicArn",
+        "LoadReleaseActivityArn"
+        "UpdatePipelineStateMachineArn",
+        "Neo4jLoadQueryDocumentName",
+        "DatabaseSyncScriptsDocumentName"
+    ],
+    "database": [
+        "Neo4jCredentialsSecretArn",
+        "Neo4jDatabaseSecurityGroupName",
+        "Neo4jDatabaseInstanceId",
+    ]
+}
+
+# TODO send to CloudFormation
+app_secrets_mapping = {
+    "pipeline": [
+        "GitHubPersonalAccessToken"
+    ],
+    "database": [
+        "Neo4jCredentials"
+    ]
+}
+
+def camel_to_snake(name):
+    name = re.sub('(.)([A-Z][a-z]+)', r'\1_\2', name)
+    return re.sub('([a-z0-9])([A-Z])', r'\1_\2', name).lower()
+
+# TODO validate that max_size can be total count of all params
+@lru_cache
+def get_parameter_value(ssm_client, parameter_path: str) -> str:
+    logger.info(f"Getting parameter {parameter_path}")
+    return ssm_client.get_parameter(
+        Name=parameter_path
+    )["Parameter"]["Value"]
+
+def get_secret_value(secretsmanager_client, secret_id: str) -> str:
+    return secretsmanager_client.get_secret_value(
+        SecretId=secret_id
+    )["SecretString"]
+
+
+@dataclass
+class JsonModel:
+    __slots__ = "__dict__"
+
+    def __init__(self, **kwargs):
+        for key, value in kwargs.items():
+            setattr(self, key, value)
+
+    def __str__(self) -> str:
+        return json.dumps(self.__dict__)
+
+    def __repr__(self) -> str:
+        return self.__dict__()
+
+
+class SessionManager:
+
+    def __init__(self, region_name: str = None) -> None:
+        self._region = region_name
+        self._session = boto3.Session(region_name=region_name)
+        self.clients = JsonModel()  # Cache for clients
+        self.resources = JsonModel()  # Cache for resources
+
+    def get_client(self, service_name: str):
+        if not hasattr(self.clients, service_name):
+            setattr(self.clients, service_name, self._session.client(service_name, region_name=os.environ["AWS_REGION"]))
+        return getattr(self.clients, service_name)
+    
+    def get_resource(self, service_name: str):
+        if not hasattr(self.resources, service_name):
+            setattr(self.resources, service_name, self._session.resource(service_name, region_name=os.environ["AWS_REGION"]))
+        return getattr(self.resources, service_name)
+    
+
+
+class LayerParameterManager(JsonModel):
+
+    def __init__(self, **kwargs) -> None:
+        self._params_mapping = kwargs.get("params_mapping")
+        self.params_prefix = kwargs.get("params_prefix")
+        self._ssm_client = kwargs.get("ssm_client")
+    
+    def __getattr__(self, name) -> Any:
+        if name in self._params_mapping.keys() and name not in self.__dict__.keys():
+            value = get_parameter_value(self._ssm_client, f'{self.params_prefix}/{self._params_mapping[name]}')
+            setattr(self, name, value)
+            return value
+        else:
+            raise AttributeError(f"Attribute {name} not found")
+
+    def __str__(self) -> str:
+        return json.dumps({k: v for k, v in self.__dict__.items() if k != '_ssm_client'})
+
+# TODO
+class LayerSecretsManager:
+    pass
+        
+
+# TODO
+class AppLayer:
+    def __init__(self, **kwargs) -> None:
+        self.layer_name = kwargs.get("layer_name")
+        # self.params_prefix = f'/{self.env.APP_NAME}/{self.env.STAGE}/{self.env.AWS_REGION}' # TODO create a named tuple of pydantic class for the path to enforce
+        self.params = JsonModel()
+        self._init_params()
+    
+    def _init_params(self):
+        setattr(self.params, self.layer_name, LayerParameterManager(
+            params_mapping=self.params_mapping[self.layer_name],
+            params_prefix=f'{self.params_prefix}', # TODO f'{self.params_prefix}/{layer}',
+            ssm_client=self._ssm_client))
+
+class AppConfig:
+
+    def __init__(self, params_mapping: dict, boto3_session = None) -> None:
+        self.params_mapping = { k: {camel_to_snake(item): item for item in v} for k, v in app_params_mapping.items() }
+        self.env = JsonModel(**{
+            "AWS_REGION": os.environ["AWS_REGION"],
+            "APP_NAME": os.environ["APP_NAME"],
+            "STAGE": os.environ["STAGE"]
+        })
+        self.session = boto3_session or SessionManager()
+        self.params = JsonModel()
+
+        for layer in self.params_mapping:
+            setattr(self.params, layer, AppLayer(layer_name=layer, params_mapping=self.params_mapping, boto3_session=self.session))
+
+        
+
+# GITHUB_PERSONAL_ACCESS_TOKEN = secretsmanager.get_secret_value(
+#     SecretId=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/GitHubPersonalAccessToken'
+# )["SecretString"]
+
+
+# # TODO put params in Lambda context so that functions that don't need this don't have extra overhead
+# # Get SSM Parameters
+# github_source_repository = json.loads(ssm.get_parameter(
+#     Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/GithubSourceRepository'
+# )["Parameter"]["Value"])
+# GITHUB_REPOSITORY_OWNER = github_source_repository["owner"]
+# GITHUB_REPOSITORY_NAME = github_source_repository["name"]
+
+# execution_state_table_name = ssm.get_parameter(
+#     Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/ExecutionStateTableName'
 # )["Parameter"]["Value"]
 
-data_bucket_name = ssm.get_parameter(
-    Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/DataBucketName'
-)["Parameter"]["Value"]
+# # state_machine_arn = ssm.get_parameter(
+# #     Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/UpdatePipelineArn'
+# # )["Parameter"]["Value"]
 
-gfedb_processing_queue_url = ssm.get_parameter(
-    Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/GfeDbProcessingQueueUrl'
-)["Parameter"]["Value"]
+# data_bucket_name = ssm.get_parameter(
+#     Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/DataBucketName'
+# )["Parameter"]["Value"]
+
+# gfedb_processing_queue_url = ssm.get_parameter(
+#     Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/GfeDbProcessingQueueUrl'
+# )["Parameter"]["Value"]
 
+# TODO move to CloudFormation
 # list of fields to be used in the execution state table
 execution_state_table_fields = [
     "commit.sha",
@@ -62,4 +209,11 @@
     "repository.url",
     "created_utc",
     "updated_utc"
-]
\ No newline at end of file
+]
+
+app = AppConfig(app_params_mapping)
+try:
+    app.params.pipeline.data_bucket_name
+except AttributeError:
+    app.params.infra.data_bucket_name
+print(app.env)
\ No newline at end of file

From 96cadec4994ebfa808b02bbd8d1a4cb4ade029ce Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 29 Jun 2023 16:49:57 -0700
Subject: [PATCH 076/367] manage secrets

---
 .../gfe_db_models/gfedbmodels/constants.py    | 126 +++++++++++-------
 1 file changed, 81 insertions(+), 45 deletions(-)

diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py
index edd83348..d1ce7e7d 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py
@@ -1,5 +1,6 @@
 import os
 import logging
+from typing import Union, Literal
 from dataclasses import dataclass
 from functools import lru_cache
 import re
@@ -12,8 +13,9 @@
 logger.setLevel(logging.INFO)
 
 
-# TODO send to CloudFormation
-app_params_mapping = {
+# TODO send to CloudFormation and retrieve all with SSM Parameter "AppConfigLayerMapping"
+app_config_layer_mapping = {
+    "ssm": {
     "infra": [
         "VpcID",
         "PublicSubnetID",
@@ -41,18 +43,15 @@
         "Neo4jCredentialsSecretArn",
         "Neo4jDatabaseSecurityGroupName",
         "Neo4jDatabaseInstanceId",
-    ]
-}
-
-# TODO send to CloudFormation
-app_secrets_mapping = {
+    ]},
+    "secretsmanager": {
     "pipeline": [
         "GitHubPersonalAccessToken"
     ],
     "database": [
         "Neo4jCredentials"
     ]
-}
+}}
 
 def camel_to_snake(name):
     name = re.sub('(.)([A-Z][a-z]+)', r'\1_\2', name)
@@ -71,7 +70,6 @@ def get_secret_value(secretsmanager_client, secret_id: str) -> str:
         SecretId=secret_id
     )["SecretString"]
 
-
 @dataclass
 class JsonModel:
     __slots__ = "__dict__"
@@ -86,6 +84,12 @@ def __str__(self) -> str:
     def __repr__(self) -> str:
         return self.__dict__()
 
+    def __getitem__(self, key):
+        return getattr(self, key)
+
+    def __setitem__(self, key, value):
+        setattr(self, key, value)
+
 
 class SessionManager:
 
@@ -105,61 +109,82 @@ def get_resource(self, service_name: str):
             setattr(self.resources, service_name, self._session.resource(service_name, region_name=os.environ["AWS_REGION"]))
         return getattr(self.resources, service_name)
     
-
-
-class LayerParameterManager(JsonModel):
+        
+class ConfigManager(JsonModel):
 
     def __init__(self, **kwargs) -> None:
-        self._params_mapping = kwargs.get("params_mapping")
-        self.params_prefix = kwargs.get("params_prefix")
-        self._ssm_client = kwargs.get("ssm_client")
+        self._service = kwargs["service"]
+        self.map = kwargs["mapping"]
+        self._path_prefix = kwargs["path_prefix"]
+        self._client = kwargs["client"]
     
-    def __getattr__(self, name) -> Any:
-        if name in self._params_mapping.keys() and name not in self.__dict__.keys():
-            value = get_parameter_value(self._ssm_client, f'{self.params_prefix}/{self._params_mapping[name]}')
+    def __getattr__(self, name: str) -> Union[str, dict, list, int, float, bool]:
+        """Fetches and caches values from SSM Parameter Store or Secrets Manager. Will not fetch the same value twice.
+
+        Args:
+            name (str): Name of the parameter or secret to fetch
+
+        Raises:
+            ValueError: Bad value for service type
+            AttributeError: Parameter or secret not found
+
+        Returns:
+            Union[str, dict, list, int, float, bool]: Value of the parameter or secret
+        """
+        if name in self.map.keys() and name not in self.__dict__.keys():
+            if self._service == "ssm":
+                value = get_parameter_value(self._client, f'{self._path_prefix}/{self.map[name]}')
+            elif self._service == "secretsmanager":
+                value = get_secret_value(self._client, f'{self._path_prefix}/{self.map[name]}')
+            else:
+                raise ValueError(f"Service {self._service} not supported, must be one of 'ssm' or 'secretsmanager'")
+            
+            # detect json
+            try:
+                value = json.loads(value)
+            except json.JSONDecodeError:
+                pass
+
             setattr(self, name, value)
             return value
         else:
-            raise AttributeError(f"Attribute {name} not found")
+            raise AttributeError(f"Could not find '{name}' in {self._service} mapping")
 
     def __str__(self) -> str:
-        return json.dumps({k: v for k, v in self.__dict__.items() if k != '_ssm_client'})
-
-# TODO
-class LayerSecretsManager:
-    pass
+        return json.dumps({k: v for k, v in self.__dict__.items() if k != '_client'})
         
 
-# TODO
-class AppLayer:
-    def __init__(self, **kwargs) -> None:
-        self.layer_name = kwargs.get("layer_name")
-        # self.params_prefix = f'/{self.env.APP_NAME}/{self.env.STAGE}/{self.env.AWS_REGION}' # TODO create a named tuple of pydantic class for the path to enforce
-        self.params = JsonModel()
-        self._init_params()
-    
-    def _init_params(self):
-        setattr(self.params, self.layer_name, LayerParameterManager(
-            params_mapping=self.params_mapping[self.layer_name],
-            params_prefix=f'{self.params_prefix}', # TODO f'{self.params_prefix}/{layer}',
-            ssm_client=self._ssm_client))
-
 class AppConfig:
 
-    def __init__(self, params_mapping: dict, boto3_session = None) -> None:
-        self.params_mapping = { k: {camel_to_snake(item): item for item in v} for k, v in app_params_mapping.items() }
+    def __init__(self, params_mapping: dict = None, secrets_mapping: dict = None, boto3_session = None, **kwargs) -> None:
+        self._build_mappings(params_mapping, secrets_mapping)
+        # for name, mapping in {"ssm": params_mapping, "secretsmanager": secrets_mapping}.items():
+        #     self.mappings[name] = { k: {camel_to_snake(item): item for item in v} for k, v in mapping.items() }
         self.env = JsonModel(**{
             "AWS_REGION": os.environ["AWS_REGION"],
             "APP_NAME": os.environ["APP_NAME"],
             "STAGE": os.environ["STAGE"]
         })
+        self._path_prefix = f'/{self.env.APP_NAME}/{self.env.STAGE}/{self.env.AWS_REGION}' # TODO create a named tuple of pydantic class for the path to enforce
+        self.params, self.secrets = JsonModel(), JsonModel() # hard coded model attributes define intended class scope
         self.session = boto3_session or SessionManager()
-        self.params = JsonModel()
 
-        for layer in self.params_mapping:
-            setattr(self.params, layer, AppLayer(layer_name=layer, params_mapping=self.params_mapping, boto3_session=self.session))
+        for service in ["ssm", "secretsmanager"]:
+            setattr(self.session.clients, service, self.session.get_client(service)) 
+            self._init_config(service=service)
 
-        
+    def _build_mappings(self, params_mapping: dict, secrets_mapping: dict):
+        self.mappings = {}
+        for name, mapping in {"ssm": params_mapping, "secretsmanager": secrets_mapping}.items():
+            self.mappings[name] = { k: {camel_to_snake(item): item for item in v} for k, v in mapping.items() }
+
+    def _init_config(self, service: str = Union[Literal["ssm"],Literal["secretsmanager"]]):
+        for layer in self.mappings[service]:
+            setattr(self.params if service == "ssm" else self.secrets, layer, ConfigManager(
+                service=service,
+                mapping=self.mappings[service][layer],
+                path_prefix=f'{self._path_prefix}', # TODO f'{self._path_prefix}/{layer}/Name',
+                client=self.session.clients[service]))
 
 # GITHUB_PERSONAL_ACCESS_TOKEN = secretsmanager.get_secret_value(
 #     SecretId=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/GitHubPersonalAccessToken'
@@ -211,9 +236,20 @@ def __init__(self, params_mapping: dict, boto3_session = None) -> None:
     "updated_utc"
 ]
 
-app = AppConfig(app_params_mapping)
+app = AppConfig(
+    params_mapping=app_config_layer_mapping["ssm"],
+    secrets_mapping=app_config_layer_mapping["secretsmanager"]
+)
+
+# ssm param
 try:
     app.params.pipeline.data_bucket_name
 except AttributeError:
     app.params.infra.data_bucket_name
+
+# secret
+try:
+    app.secrets.infra.git_hub_personal_access_token
+except AttributeError:
+    app.secrets.pipeline.git_hub_personal_access_token
 print(app.env)
\ No newline at end of file

From 4fefde0d79141969f8c69a8efbb6c8c5e69908c8 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 29 Jun 2023 17:27:25 -0700
Subject: [PATCH 077/367] one of params or secrets is optional

---
 .../gfe_db_models/gfedbmodels/constants.py    | 95 +++++++++----------
 1 file changed, 45 insertions(+), 50 deletions(-)

diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py
index d1ce7e7d..352c9ac6 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py
@@ -57,7 +57,6 @@ def camel_to_snake(name):
     name = re.sub('(.)([A-Z][a-z]+)', r'\1_\2', name)
     return re.sub('([a-z0-9])([A-Z])', r'\1_\2', name).lower()
 
-# TODO validate that max_size can be total count of all params
 @lru_cache
 def get_parameter_value(ssm_client, parameter_path: str) -> str:
     logger.info(f"Getting parameter {parameter_path}")
@@ -65,6 +64,7 @@ def get_parameter_value(ssm_client, parameter_path: str) -> str:
         Name=parameter_path
     )["Parameter"]["Value"]
 
+@lru_cache
 def get_secret_value(secretsmanager_client, secret_id: str) -> str:
     return secretsmanager_client.get_secret_value(
         SecretId=secret_id
@@ -93,21 +93,23 @@ def __setitem__(self, key, value):
 
 class SessionManager:
 
-    def __init__(self, region_name: str = None) -> None:
-        self._region = region_name
-        self._session = boto3.Session(region_name=region_name)
+    def __init__(self, boto3_session = None, region_name: str = None) -> None:
+        self.session = boto3_session or boto3.Session(region_name=region_name)
         self.clients = JsonModel()  # Cache for clients
         self.resources = JsonModel()  # Cache for resources
 
     def get_client(self, service_name: str):
         if not hasattr(self.clients, service_name):
-            setattr(self.clients, service_name, self._session.client(service_name, region_name=os.environ["AWS_REGION"]))
+            setattr(self.clients, service_name, self.session.client(service_name))
         return getattr(self.clients, service_name)
     
     def get_resource(self, service_name: str):
         if not hasattr(self.resources, service_name):
-            setattr(self.resources, service_name, self._session.resource(service_name, region_name=os.environ["AWS_REGION"]))
+            setattr(self.resources, service_name, self.session.resource(service_name))
         return getattr(self.resources, service_name)
+
+    def __getattr__(self, name):
+        return getattr(self.session, name)
     
         
 class ConfigManager(JsonModel):
@@ -155,66 +157,56 @@ def __str__(self) -> str:
         
 
 class AppConfig:
-
-    def __init__(self, params_mapping: dict = None, secrets_mapping: dict = None, boto3_session = None, **kwargs) -> None:
-        self._build_mappings(params_mapping, secrets_mapping)
-        # for name, mapping in {"ssm": params_mapping, "secretsmanager": secrets_mapping}.items():
-        #     self.mappings[name] = { k: {camel_to_snake(item): item for item in v} for k, v in mapping.items() }
+    """Class to manage the configuration of the application using SSM Parameter Store and Secrets Manager.
+
+    Usage:
+        >>> config = AppConfig(ssm_mapping=ssm_mapping, secrets_mapping=secrets_mapping)
+        >>> # Show application environment variables
+        >>> config.env
+        >>> # Fetch a parameter
+        >>> config.pipeline.github_source_repository
+        >>> # Fetch a secret
+        >>> config.database.neo4j_credentials
+
+    Args:
+        ssm_mapping (dict, optional): Mapping of parameter names to their path in SSM Parameter Store. Defaults to None.
+        secrets_mapping (dict, optional): Mapping of secret names to their path in Secrets Manager. Defaults to None.
+        boto3_session ([type], optional): Boto3 session to use. Defaults to None.
+    """
+
+    def __init__(self, ssm_mapping: dict = None, secrets_mapping: dict = None, boto3_session = None, region_name: str = None) -> None:
+        self.services, self.mappings = self._build_mappings(ssm_mapping=ssm_mapping, secrets_mapping=secrets_mapping)
         self.env = JsonModel(**{
             "AWS_REGION": os.environ["AWS_REGION"],
             "APP_NAME": os.environ["APP_NAME"],
             "STAGE": os.environ["STAGE"]
         })
-        self._path_prefix = f'/{self.env.APP_NAME}/{self.env.STAGE}/{self.env.AWS_REGION}' # TODO create a named tuple of pydantic class for the path to enforce
+        self.path_prefix = f'/{self.env.APP_NAME}/{self.env.STAGE}/{self.env.AWS_REGION}' # TODO create a named tuple of pydantic class for the path to enforce
         self.params, self.secrets = JsonModel(), JsonModel() # hard coded model attributes define intended class scope
-        self.session = boto3_session or SessionManager()
+        self.session = SessionManager(boto3_session, region_name)
 
-        for service in ["ssm", "secretsmanager"]:
+        for service in self.services:
             setattr(self.session.clients, service, self.session.get_client(service)) 
             self._init_config(service=service)
 
-    def _build_mappings(self, params_mapping: dict, secrets_mapping: dict):
-        self.mappings = {}
-        for name, mapping in {"ssm": params_mapping, "secretsmanager": secrets_mapping}.items():
-            self.mappings[name] = { k: {camel_to_snake(item): item for item in v} for k, v in mapping.items() }
+    @staticmethod
+    def _build_mappings(**kwargs):
+        collections = {k: v for k, v in {"ssm": kwargs.get("ssm_mapping"), "secretsmanager": kwargs.get("secrets_mapping")}.items() if v is not None}
+        services = list(collections.keys())
+        mappings = {}
+        for name, mapping in collections.items():
+            mappings[name] = { k: {camel_to_snake(item): item for item in v} for k, v in mapping.items() }
+
+        return services, mappings
 
     def _init_config(self, service: str = Union[Literal["ssm"],Literal["secretsmanager"]]):
         for layer in self.mappings[service]:
             setattr(self.params if service == "ssm" else self.secrets, layer, ConfigManager(
                 service=service,
                 mapping=self.mappings[service][layer],
-                path_prefix=f'{self._path_prefix}', # TODO f'{self._path_prefix}/{layer}/Name',
+                path_prefix=f'{self.path_prefix}', # TODO f'{self.path_prefix}/{layer}/Name',
                 client=self.session.clients[service]))
 
-# GITHUB_PERSONAL_ACCESS_TOKEN = secretsmanager.get_secret_value(
-#     SecretId=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/GitHubPersonalAccessToken'
-# )["SecretString"]
-
-
-# # TODO put params in Lambda context so that functions that don't need this don't have extra overhead
-# # Get SSM Parameters
-# github_source_repository = json.loads(ssm.get_parameter(
-#     Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/GithubSourceRepository'
-# )["Parameter"]["Value"])
-# GITHUB_REPOSITORY_OWNER = github_source_repository["owner"]
-# GITHUB_REPOSITORY_NAME = github_source_repository["name"]
-
-# execution_state_table_name = ssm.get_parameter(
-#     Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/ExecutionStateTableName'
-# )["Parameter"]["Value"]
-
-# # state_machine_arn = ssm.get_parameter(
-# #     Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/UpdatePipelineArn'
-# # )["Parameter"]["Value"]
-
-# data_bucket_name = ssm.get_parameter(
-#     Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/DataBucketName'
-# )["Parameter"]["Value"]
-
-# gfedb_processing_queue_url = ssm.get_parameter(
-#     Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/GfeDbProcessingQueueUrl'
-# )["Parameter"]["Value"]
-
 # TODO move to CloudFormation
 # list of fields to be used in the execution state table
 execution_state_table_fields = [
@@ -236,9 +228,12 @@ def _init_config(self, service: str = Union[Literal["ssm"],Literal["secretsmanag
     "updated_utc"
 ]
 
+session = boto3.Session(region_name="us-east-1")
+
 app = AppConfig(
-    params_mapping=app_config_layer_mapping["ssm"],
-    secrets_mapping=app_config_layer_mapping["secretsmanager"]
+    # ssm_mapping=app_config_layer_mapping["ssm"],
+    secrets_mapping=app_config_layer_mapping["secretsmanager"],
+    # boto3_session=session
 )
 
 # ssm param

From 05aceb71fc5e8a73e103c9efc1585d7ec83f385a Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 29 Jun 2023 17:29:31 -0700
Subject: [PATCH 078/367] format python scripts and modules

---
 .../functions/check_source_update/app.py      | 175 ++++++++++-------
 .../functions/get_execution_state/app.py      |   2 +
 .../functions/invoke_load_script/app.py       |  50 +++--
 .../functions/invoke_update_pipeline/app.py   |  73 ++++---
 .../functions/validate_build_output/app.py    |  84 +++++---
 .../gfe_db_models/gfedbmodels/constants.py    | 184 ++++++++++--------
 .../gfe_db_models/gfedbmodels/types.py        | 103 ++++++----
 .../gfe_db_models/gfedbmodels/utils.py        |  56 +++---
 .../pipeline/scripts/source_config/build.py   |  49 +++--
 gfe-db/pipeline/scripts/source_config/load.py |  37 ++--
 10 files changed, 498 insertions(+), 315 deletions(-)

diff --git a/gfe-db/pipeline/functions/check_source_update/app.py b/gfe-db/pipeline/functions/check_source_update/app.py
index abd38999..1ca02a46 100644
--- a/gfe-db/pipeline/functions/check_source_update/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/app.py
@@ -7,8 +7,10 @@
 this function will not reprocess the deleted items.
 """
 import os
+
 if __name__ != "app":
     import sys
+
     # for dev, local path to gfe-db modules
     # ./gfe-db/pipeline/lambda_layers/gfe_db_models (use absolute path)
     sys.path.append(os.environ["GFEDBMODELS_PATH"])
@@ -24,24 +26,24 @@
     execution_state_table_name,
     data_bucket_name,
     gfedb_processing_queue_url,
-    execution_state_table_fields
+    execution_state_table_fields,
 )
 from gfedbmodels.types import (
     str_to_datetime,
     str_from_datetime,
-    ExecutionStateItem, 
+    ExecutionStateItem,
     RepositoryConfig,
     Commit,
     ExecutionDetailsConfig,
-    ExecutionPayloadItem
+    ExecutionPayloadItem,
 )
 from gfedbmodels.utils import (
     read_source_config,
-    restore_nested_json, 
-    list_commits, 
+    restore_nested_json,
+    list_commits,
     get_release_version_for_commit,
     flatten_json,
-    filter_null_fields
+    filter_null_fields,
 )
 
 logger = logging.getLogger()
@@ -52,16 +54,18 @@
 STAGE = os.environ["STAGE"]
 PIPELINE_SOURCE_CONFIG_S3_PATH = os.environ["PIPELINE_SOURCE_CONFIG_S3_PATH"]
 
-logger.info(f"Fetching source config from {data_bucket_name}/{PIPELINE_SOURCE_CONFIG_S3_PATH}")
-# Get data source configuration
-source_repo_config = (
-    read_source_config(data_bucket_name, PIPELINE_SOURCE_CONFIG_S3_PATH)
-    .repositories[f"{GITHUB_REPOSITORY_OWNER}/{GITHUB_REPOSITORY_NAME}"]
+logger.info(
+    f"Fetching source config from {data_bucket_name}/{PIPELINE_SOURCE_CONFIG_S3_PATH}"
 )
+# Get data source configuration
+source_repo_config = read_source_config(
+    data_bucket_name, PIPELINE_SOURCE_CONFIG_S3_PATH
+).repositories[f"{GITHUB_REPOSITORY_OWNER}/{GITHUB_REPOSITORY_NAME}"]
 
 queue = boto3.resource("sqs")
 gfedb_processing_queue = queue.Queue(gfedb_processing_queue_url)
 
+
 def lambda_handler(event, context):
     # logger.info(json.dumps(event))
     utc_now = datetime.utcnow().strftime("%Y-%m-%dT%H:%M:%SZ")
@@ -74,18 +78,18 @@ def lambda_handler(event, context):
 
         # Get the most recent commits from github since the most recent commit date retrieved from DynamoDB
         commits = get_most_recent_commits(execution_state)
-        logger.info(f"Found {len(commits)} commit(s) not yet processed\n{json.dumps([commit['sha'] for commit in commits], indent=2)}")
+        logger.info(
+            f"Found {len(commits)} commit(s) not yet processed\n{json.dumps([commit['sha'] for commit in commits], indent=2)}"
+        )
 
         if not commits:
             message = "No new commits found"
             logger.info(message)
             return {
                 "statusCode": 200,
-                "body": json.dumps({
-                    "message": message
-                }),
+                "body": json.dumps({"message": message}),
             }
-        
+
         # Get the release version for each commit and create a new state record
         logger.info(f"Getting release versions")
         commits_with_releases = []
@@ -95,21 +99,29 @@ def lambda_handler(event, context):
             # Loop through available file assets containing release version information
             for asset_config in source_repo_config.target_metadata_config.items:
                 try:
-                    release_version = get_release_version_for_commit(commit, **asset_config.dict())
-                    logger.info(f"Found release version {release_version} for commit {sha}")
-                    execution_detail = ExecutionDetailsConfig(**{"version": release_version, "status": "NOT_PROCESSED"})
-                    repository_config = RepositoryConfig(**{
-                        "owner": GITHUB_REPOSITORY_OWNER, 
-                        "name": GITHUB_REPOSITORY_NAME,
-                        "url": f"https://github.com/{GITHUB_REPOSITORY_OWNER}/{GITHUB_REPOSITORY_NAME}",
-                        # TODO remove default params from state table, they are retrieved from source config file in S3
-                        "default_input_parameters": source_repo_config.default_input_parameters,
-                    })
+                    release_version = get_release_version_for_commit(
+                        commit, **asset_config.dict()
+                    )
+                    logger.info(
+                        f"Found release version {release_version} for commit {sha}"
+                    )
+                    execution_detail = ExecutionDetailsConfig(
+                        **{"version": release_version, "status": "NOT_PROCESSED"}
+                    )
+                    repository_config = RepositoryConfig(
+                        **{
+                            "owner": GITHUB_REPOSITORY_OWNER,
+                            "name": GITHUB_REPOSITORY_NAME,
+                            "url": f"https://github.com/{GITHUB_REPOSITORY_OWNER}/{GITHUB_REPOSITORY_NAME}",
+                            # TODO remove default params from state table, they are retrieved from source config file in S3
+                            "default_input_parameters": source_repo_config.default_input_parameters,
+                        }
+                    )
                     execution_state_item = ExecutionStateItem(
                         created_utc=utc_now,
                         execution=execution_detail,
                         repository=repository_config,
-                        commit=Commit.from_response_json(commit)
+                        commit=Commit.from_response_json(commit),
                     )
                     commits_with_releases.append(execution_state_item)
                     # break the loop if successful
@@ -121,119 +133,148 @@ def lambda_handler(event, context):
         logger.info("Updating execution state")
         # 1) Mark the most recent commit for each release as PENDING
         input_parameters = source_repo_config.default_input_parameters
-        pending_commits = [ 
+        pending_commits = [
             update_execution_state_item(
-                commit, 
-                status="PENDING", 
+                commit,
+                status="PENDING",
                 timestamp=utc_now,
-                input_parameters=input_parameters) \
-            for item in select_most_recent_commit_for_release(commits_with_releases) \
-                for commit in item.values()
+                input_parameters=input_parameters,
+            )
+            for item in select_most_recent_commit_for_release(commits_with_releases)
+            for commit in item.values()
         ]
 
         # 2) Mark the older commits for each release as SKIPPED
-        skipped_commits = [ update_execution_state_item(commit, "SKIPPED", utc_now) for commit in commits_with_releases if commit not in pending_commits ]
+        skipped_commits = [
+            update_execution_state_item(commit, "SKIPPED", utc_now)
+            for commit in commits_with_releases
+            if commit not in pending_commits
+        ]
 
         # 3) Update the state table with the new commits, order by commit.date_utc descending
         new_execution_state = pending_commits + skipped_commits
-        new_execution_state = sorted(new_execution_state, key=lambda x: x.commit.date_utc, reverse=False)
+        new_execution_state = sorted(
+            new_execution_state, key=lambda x: x.commit.date_utc, reverse=False
+        )
 
         # 4) Flatten, filter nulls and load the processed records to the state table (DynamoDB payload)
-        items = [ 
-            filter_null_fields(flatten_json(
-                data=item.dict(),
-                sep="__",
-                select_fields=[item.replace(".", "__") for item in execution_state_table_fields])) \
-                    for item in new_execution_state
-            ]
+        items = [
+            filter_null_fields(
+                flatten_json(
+                    data=item.dict(),
+                    sep="__",
+                    select_fields=[
+                        item.replace(".", "__") for item in execution_state_table_fields
+                    ],
+                )
+            )
+            for item in new_execution_state
+        ]
 
         if len(items) > 0:
             with table.batch_writer() as batch:
-                logger.info(f"Loading {len(items)} items to {execution_state_table_name}")
+                logger.info(
+                    f"Loading {len(items)} items to {execution_state_table_name}"
+                )
                 for item in items:
                     batch.put_item(Item=item)
-            logger.info(f"{len(items)} items loaded to {execution_state_table_name}")   
+            logger.info(f"{len(items)} items loaded to {execution_state_table_name}")
         else:
             raise Exception("Commits were found but the DynamoDB payload is empty")
 
         # 5) Send pending commits to the state machine for further processing
-        execution_payload = [ ExecutionPayloadItem.from_execution_state_item(item).dict() for item in pending_commits ] 
-        execution_payload = sorted(execution_payload, key=lambda x: x["version"], reverse=False)        
+        execution_payload = [
+            ExecutionPayloadItem.from_execution_state_item(item).dict()
+            for item in pending_commits
+        ]
+        execution_payload = sorted(
+            execution_payload, key=lambda x: x["version"], reverse=False
+        )
         for item in execution_payload:
             gfedb_processing_queue.send_message(MessageBody=json.dumps(item))
 
         # TODO log out the commits that were skipped and pending
-        message = f'Queued {len(execution_payload)} release(s) for processing\n{execution_payload}'
+        message = f"Queued {len(execution_payload)} release(s) for processing\n{execution_payload}"
         return {
             "statusCode": 200,
-            "body": json.dumps({
-                "message": message
-            }),
+            "body": json.dumps({"message": message}),
         }
     except Exception as e:
         import traceback
-        message = f'Error processing releases: {e}\n{traceback.format_exc()}\n{json.dumps(event)}'
+
+        message = f"Error processing releases: {e}\n{traceback.format_exc()}\n{json.dumps(event)}"
         logger.error(message)
         return {
             "statusCode": 500,
-            "body": json.dumps({
-                "message": message
-            }),
+            "body": json.dumps({"message": message}),
         }
 
+
 # @cache_pickle
 def get_execution_state(table, sort_column="commit__date_utc", reverse_sort=True):
     # Retrieve execution state from table
     items = table.scan()["Items"]
-    items = [{k: int(v) if isinstance(v, Decimal) else v for k, v in item.items()} for item in items]
+    items = [
+        {k: int(v) if isinstance(v, Decimal) else v for k, v in item.items()}
+        for item in items
+    ]
     items = sorted(items, key=lambda x: x[sort_column], reverse=reverse_sort)
 
     # TODO Deserialize and repack the items
-    return [ ExecutionStateItem(**restore_nested_json(item, split_on="__")) for item in items ]
+    return [
+        ExecutionStateItem(**restore_nested_json(item, split_on="__")) for item in items
+    ]
+
 
 # @cache_json
 # TODO return Commit class to make sure data is correct
 def get_most_recent_commits(execution_state):
     # 1) Get the most recent commit date from DynamoDB using max(), add one second to it so the same commit is not returned
-    last_commit_date = max([ str_to_datetime(item.commit.date_utc) for item in execution_state ])
-    
+    last_commit_date = max(
+        [str_to_datetime(item.commit.date_utc) for item in execution_state]
+    )
+
     # add minor offset to avoid duplicate commits
     since = str_from_datetime(last_commit_date + timedelta(seconds=1))
 
     # 2) Get the most recent commits from GitHub using since=<date> parameter
     return list_commits(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME, since=since)
 
+
 def select_most_recent_commit_for_release(commits: list[ExecutionStateItem]):
     # group by release version and get most recent by commit date (max date_utc)
     unique_new_releases = list(set([item.execution.version for item in commits]))
     return [
         {
             version: max(
-                [
-                    item
-                    for item in commits
-                    if item.execution.version == version
-                ],
+                [item for item in commits if item.execution.version == version],
                 key=lambda x: x.commit.date_utc,
             )
         }
         for version in unique_new_releases
     ]
 
-def update_execution_state_item(execution_state_item: ExecutionStateItem, status: str, timestamp: str, input_parameters: dict = None):
+
+def update_execution_state_item(
+    execution_state_item: ExecutionStateItem,
+    status: str,
+    timestamp: str,
+    input_parameters: dict = None,
+):
     execution_state_item.execution.status = status
 
     if input_parameters is not None and status == "PENDING":
         execution_state_item.execution.input_parameters = input_parameters
-        # TODO Update format to s3://<data_bucket_name>/data/csv/<version>' for csv and s3://<data_bucket_name>/data/dat/<version>' for hla.dat for Glue Catalog 
-        execution_state_item.execution.s3_path = f's3://{data_bucket_name}/data/{execution_state_item.execution.version}'
+        # TODO Update format to s3://<data_bucket_name>/data/csv/<version>' for csv and s3://<data_bucket_name>/data/dat/<version>' for hla.dat for Glue Catalog
+        execution_state_item.execution.s3_path = (
+            f"s3://{data_bucket_name}/data/{execution_state_item.execution.version}"
+        )
         execution_state_item.execution.date_utc = timestamp
 
     # execution_state_item.updated_utc = timestamp
     return execution_state_item
 
 
-
 if __name__ == "__main__":
     from pathlib import Path
 
diff --git a/gfe-db/pipeline/functions/get_execution_state/app.py b/gfe-db/pipeline/functions/get_execution_state/app.py
index 5f20bf61..38c06b85 100644
--- a/gfe-db/pipeline/functions/get_execution_state/app.py
+++ b/gfe-db/pipeline/functions/get_execution_state/app.py
@@ -7,8 +7,10 @@
 this function will not reprocess the deleted items.
 """
 import os
+
 if __name__ != "app":
     import sys
+
     # for dev, local path to gfe-db modules
     # ./gfe-db/pipeline/lambda_layers/gfe_db_models (use absolute path)
     sys.path.append(os.environ["GFEDBMODELS_PATH"])
diff --git a/gfe-db/pipeline/functions/invoke_load_script/app.py b/gfe-db/pipeline/functions/invoke_load_script/app.py
index 6d098055..70d9ae7d 100644
--- a/gfe-db/pipeline/functions/invoke_load_script/app.py
+++ b/gfe-db/pipeline/functions/invoke_load_script/app.py
@@ -7,21 +7,29 @@
 logger.setLevel(logging.INFO)
 
 app_name = os.environ["APP_NAME"]
-neo4j_load_query_document_name_param = os.environ["NEO4J_LOAD_QUERY_DOCUMENT_NAME_SSM_PARAM"]
+neo4j_load_query_document_name_param = os.environ[
+    "NEO4J_LOAD_QUERY_DOCUMENT_NAME_SSM_PARAM"
+]
 neo4j_database_instance_id_param = os.environ["NEO4J_DATABASE_INSTANCE_ID_SSM_PARAM"]
 load_release_activity_arn_param = os.environ["LOAD_RELEASE_ACTIVITY_ARN_SSM_PARAM"]
 
 # SSM Parameters
-ssm = boto3.client('ssm', region_name=os.environ["AWS_REGION"])
+ssm = boto3.client("ssm", region_name=os.environ["AWS_REGION"])
 
 # LoadQueryDocumentName
-neo4j_load_query_document_name = ssm.get_parameter(Name=neo4j_load_query_document_name_param)["Parameter"]["Value"]
+neo4j_load_query_document_name = ssm.get_parameter(
+    Name=neo4j_load_query_document_name_param
+)["Parameter"]["Value"]
 
 # LoadReleaseActivityArn
-load_release_activity_arn = ssm.get_parameter(Name=load_release_activity_arn_param)["Parameter"]["Value"]
+load_release_activity_arn = ssm.get_parameter(Name=load_release_activity_arn_param)[
+    "Parameter"
+]["Value"]
 
 # Get Instance ID
-neo4j_database_instance_id = ssm.get_parameter(Name=neo4j_database_instance_id_param)["Parameter"]["Value"]
+neo4j_database_instance_id = ssm.get_parameter(Name=neo4j_database_instance_id_param)[
+    "Parameter"
+]["Value"]
 
 # Get SSM Document Neo4jLoadQuery
 response = ssm.get_document(Name=neo4j_load_query_document_name)
@@ -32,6 +40,7 @@
 command_line_default = neo4j_load_query_document_parameters["commandLine"]["default"]
 source_info_default = neo4j_load_query_document_parameters["sourceInfo"]["default"]
 
+
 def lambda_handler(event, context):
     """Invoke SSM Run Command for server side loading on Neo4j
 
@@ -51,9 +60,9 @@ def lambda_handler(event, context):
     """
 
     logger.info(json.dumps(event))
-    
+
     # TODO BOOKMARK 5/31/23: Check if Neo4jLoadQueryDocument is already running, if it is exit 0 (makes service idempotent)
-    # Note: Neo4jLoadQueryDocument only needs to be triggered once and it will fetch the next release until there are no more left 
+    # Note: Neo4jLoadQueryDocument only needs to be triggered once and it will fetch the next release until there are no more left
 
     cmd = command_line_default
 
@@ -64,20 +73,21 @@ def lambda_handler(event, context):
             ],
             DocumentName=neo4j_load_query_document_name,
             Parameters={
-                "commandLine":[cmd],
-                "sourceInfo":[json.dumps(source_info_default)]
+                "commandLine": [cmd],
+                "sourceInfo": [json.dumps(source_info_default)],
             },
-            MaxConcurrency='1',
-            CloudWatchOutputConfig={
-                'CloudWatchOutputEnabled': True
-            })
+            MaxConcurrency="1",
+            CloudWatchOutputConfig={"CloudWatchOutputEnabled": True},
+        )
 
-        if response['ResponseMetadata']['HTTPStatusCode'] != 200:
+        if response["ResponseMetadata"]["HTTPStatusCode"] != 200:
             logger.error(json.dumps(response, cls=DatetimeEncoder))
             raise Exception("Failed to send command")
         else:
-            logger.info(f"Command `{cmd}` invoked on instance {neo4j_database_instance_id}")
-    
+            logger.info(
+                f"Command `{cmd}` invoked on instance {neo4j_database_instance_id}"
+            )
+
     except Exception as err:
         logger.error(err)
         raise err
@@ -91,7 +101,7 @@ class DatetimeEncoder(json.JSONEncoder):
     Helps convert datetime objects to pure strings in AWS service API responses. Does not
     convert timezone information.
 
-    Extend `json.JSONEncoder`. 
+    Extend `json.JSONEncoder`.
     """
 
     def default(self, obj):
@@ -101,12 +111,10 @@ def default(self, obj):
             return str(obj)
 
 
-
 if __name__ == "__main__":
-
-    path = '/Users/ammon/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/gfe-db/pipeline/functions/invoke_load_script/event.json'
+    path = "/Users/ammon/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/gfe-db/pipeline/functions/invoke_load_script/event.json"
 
     with open(path, "r") as file:
         event = json.load(file)
 
-    lambda_handler(event,"")
+    lambda_handler(event, "")
diff --git a/gfe-db/pipeline/functions/invoke_update_pipeline/app.py b/gfe-db/pipeline/functions/invoke_update_pipeline/app.py
index 65eff73e..d7bd3d5d 100644
--- a/gfe-db/pipeline/functions/invoke_update_pipeline/app.py
+++ b/gfe-db/pipeline/functions/invoke_update_pipeline/app.py
@@ -13,48 +13,56 @@
 
 # Boto3 Clients
 session = boto3.Session(region_name=AWS_REGION)
-ssm = session.client('ssm', region_name=AWS_REGION)
-ec2 = session.client('ec2', region_name=AWS_REGION)
-states = session.client('stepfunctions', region_name=AWS_REGION)
-sqs = session.client('sqs', region_name=AWS_REGION)
+ssm = session.client("ssm", region_name=AWS_REGION)
+ec2 = session.client("ec2", region_name=AWS_REGION)
+states = session.client("stepfunctions", region_name=AWS_REGION)
+sqs = session.client("sqs", region_name=AWS_REGION)
 
 # Get SSM Parameters
-neo4j_database_instance_id = ssm.get_parameter(Name=os.environ["NEO4J_DATABASE_INSTANCE_ID_SSM_PARAM"])["Parameter"]["Value"]
-update_pipeline_state_machine_arn = ssm.get_parameter(Name=os.environ["UDPATE_PIPELINE_STATE_MACHINE_ARN_SSM_PARAM"])['Parameter']['Value']
-gfe_db_processing_queue_url = ssm.get_parameter(Name=os.environ["GFE_DB_PROCESSING_QUEUE_URL_SSM_PARAM"])['Parameter']['Value']
+neo4j_database_instance_id = ssm.get_parameter(
+    Name=os.environ["NEO4J_DATABASE_INSTANCE_ID_SSM_PARAM"]
+)["Parameter"]["Value"]
+update_pipeline_state_machine_arn = ssm.get_parameter(
+    Name=os.environ["UDPATE_PIPELINE_STATE_MACHINE_ARN_SSM_PARAM"]
+)["Parameter"]["Value"]
+gfe_db_processing_queue_url = ssm.get_parameter(
+    Name=os.environ["GFE_DB_PROCESSING_QUEUE_URL_SSM_PARAM"]
+)["Parameter"]["Value"]
 
 # Check that database is running, abort if not
 try:
     response = ec2.describe_instance_status(InstanceIds=[neo4j_database_instance_id])
-    if response['InstanceStatuses'][0]['InstanceState']['Name'] != 'running':
-        raise Exception(f'Instance {neo4j_database_instance_id} is not running, aborting...')
+    if response["InstanceStatuses"][0]["InstanceState"]["Name"] != "running":
+        raise Exception(
+            f"Instance {neo4j_database_instance_id} is not running, aborting..."
+        )
     else:
-        logger.info(f'Instance {neo4j_database_instance_id} is running')
+        logger.info(f"Instance {neo4j_database_instance_id} is running")
 except Exception as e:
     raise e
 
 
 def lambda_handler(event, context):
-    
     errors = 0
     execution_arns = []
-    for record in event['Records']:
-
+    for record in event["Records"]:
         try:
-            message = json.loads(record['body'])
-            logger.info(f"Received message for version {message['version']} and commit {message['commit_sha']}")
+            message = json.loads(record["body"])
+            logger.info(
+                f"Received message for version {message['version']} and commit {message['commit_sha']}"
+            )
             response = states.start_execution(
                 stateMachineArn=update_pipeline_state_machine_arn,
                 name=generate_execution_id(message),
-                input=json.dumps(message)
+                input=json.dumps(message),
             )
 
-            execution_arns.append(response['executionArn'])
-            
+            execution_arns.append(response["executionArn"])
+
             try:
                 response = sqs.delete_message(
                     QueueUrl=gfe_db_processing_queue_url,
-                    ReceiptHandle=record['receiptHandle']
+                    ReceiptHandle=record["receiptHandle"],
                 )
                 logger.info(f"Message deleted from queue")
             except Exception as e:
@@ -62,6 +70,7 @@ def lambda_handler(event, context):
 
         except Exception as e:
             import traceback
+
             msg = f'Error processing commit {message["commit_sha"]}: {e}\n{traceback.format_exc()}'
             logger.error(msg)
             errors += 1
@@ -69,19 +78,15 @@ def lambda_handler(event, context):
 
     return_msg = f'{len(event["Records"])-errors} of {len(event["Records"])} messages processed successfully, {errors} error(s)'
     if errors > 0:
-        logger.error(json.dumps({
-            'message': return_msg,
-            'execution_arns': execution_arns
-        }))
+        logger.error(
+            json.dumps({"message": return_msg, "execution_arns": execution_arns})
+        )
         logger.error(json.dumps(event))
         raise Exception(return_msg)
 
     return {
-        'statusCode': 200,
-        'body': json.dumps({
-            'message': return_msg,
-            'execution_arns': execution_arns
-        })
+        "statusCode": 200,
+        "body": json.dumps({"message": return_msg, "execution_arns": execution_arns}),
     }
 
 
@@ -95,7 +100,13 @@ def generate_execution_id(message: dict) -> str:
     Returns:
         str: Execution id
     """
-    return "_".join([str(message['version']), message['commit_sha'], datetime.utcnow().strftime("%y%m%d_%H%M%S")])
+    return "_".join(
+        [
+            str(message["version"]),
+            message["commit_sha"],
+            datetime.utcnow().strftime("%y%m%d_%H%M%S"),
+        ]
+    )
 
 
 if __name__ == "__main__":
@@ -103,5 +114,5 @@ def generate_execution_id(message: dict) -> str:
 
     with open(Path(__file__).parent / "sqs-event.json", "r") as f:
         event = json.load(f)
-    
-    lambda_handler(event, "")
\ No newline at end of file
+
+    lambda_handler(event, "")
diff --git a/gfe-db/pipeline/functions/validate_build_output/app.py b/gfe-db/pipeline/functions/validate_build_output/app.py
index c1a3baa4..2d45c5ec 100644
--- a/gfe-db/pipeline/functions/validate_build_output/app.py
+++ b/gfe-db/pipeline/functions/validate_build_output/app.py
@@ -9,29 +9,28 @@
 logger.setLevel(logging.INFO)
 
 session = boto3.Session(region_name=os.environ["AWS_REGION"])
-ssm = session.client('ssm', region_name=os.environ["AWS_REGION"])
-s3 = session.client('s3', region_name=os.environ["AWS_REGION"])
+ssm = session.client("ssm", region_name=os.environ["AWS_REGION"])
+s3 = session.client("s3", region_name=os.environ["AWS_REGION"])
 
 # SSM Parameters
 data_bucket_name = ssm.get_parameter(
     Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/DataBucketName'
 )["Parameter"]["Value"]
 
+
 # TODO use Powertools event parser
 # @event_parser(model=Order)
 def lambda_handler(event, context):
-
     logger.info(json.dumps(event))
 
     # assert that Contents is in event.s3_response
     if "Contents" not in event["s3_response"]:
         raise Exception(f"No files found in S3 {data_bucket_name}")
-    
+
     # Extract file names from event.s3_response.Contents[].Key using jmespath
-    output_file_paths = [ file["Key"] for file in event["s3_response"]["Contents"] ]
+    output_file_paths = [file["Key"] for file in event["s3_response"]["Contents"]]
 
     for file_path in output_file_paths:
-
         logger.info(f"Validating {file_path}")
 
         # get schema name from file name
@@ -46,34 +45,72 @@ def lambda_handler(event, context):
         df = load_csv_from_s3(file_path)
         if not set(df.columns) == set(output_headers[schema]):
             raise Exception(f"Columns in {file_path} do not match schema for {schema}")
-        
+
         # validate_rows: validate CSV data by confirming that rows exist
         if len(df) == 0:
             raise Exception(f"No rows in {file_path}")
-        
-        logger.info(json.dumps({
-            "file_path": file_path,
-            "schema": schema,
-            "num_cols": len(df.columns),
-            "num_rows": len(df)
-        }))
-    
+
+        logger.info(
+            json.dumps(
+                {
+                    "file_path": file_path,
+                    "schema": schema,
+                    "num_cols": len(df.columns),
+                    "num_rows": len(df),
+                }
+            )
+        )
+
     # return payload to step functions
     del event["s3_response"]
-    event["file_paths"] = [f's3://{data_bucket_name}/{path}' for path in output_file_paths]
+    event["file_paths"] = [
+        f"s3://{data_bucket_name}/{path}" for path in output_file_paths
+    ]
     return event
 
+
 # Schema map
 output_headers = {
-    "all_cds": ['gfe_name', 'bp_seq_id', 'bp_sequence', 'aa_seq_id', 'aa_sequence'],
-    "all_features": ['accession', 'hash_code', 'locus', 'rank', 'sequence', 'term', 'gfe_name', 'allele_id', 'hla_name', 'imgt_release'],
-    "all_groups": ['gfe_name', 'allele_id', 'hla_name', 'ard_id', 'ard_name', 'locus', 'imgt_release'],
-    "gfe_sequences": ['gfe_name', 'allele_id', 'locus', 'hla_name', 'seq_id', 'sequence', 'length', 'imgt_release']
+    "all_cds": ["gfe_name", "bp_seq_id", "bp_sequence", "aa_seq_id", "aa_sequence"],
+    "all_features": [
+        "accession",
+        "hash_code",
+        "locus",
+        "rank",
+        "sequence",
+        "term",
+        "gfe_name",
+        "allele_id",
+        "hla_name",
+        "imgt_release",
+    ],
+    "all_groups": [
+        "gfe_name",
+        "allele_id",
+        "hla_name",
+        "ard_id",
+        "ard_name",
+        "locus",
+        "imgt_release",
+    ],
+    "gfe_sequences": [
+        "gfe_name",
+        "allele_id",
+        "locus",
+        "hla_name",
+        "seq_id",
+        "sequence",
+        "length",
+        "imgt_release",
+    ],
 }
 
+
 # TODO Use S3 streaming https://docs.powertools.aws.dev/lambda/python/latest/utilities/streaming/#getting-started
 def load_csv_from_s3(path: str) -> dict:
-    data = s3.get_object(Bucket=data_bucket_name, Key=path)["Body"].read().decode("utf-8")
+    data = (
+        s3.get_object(Bucket=data_bucket_name, Key=path)["Body"].read().decode("utf-8")
+    )
 
     # save to /tmp
     output_path = f"/tmp/{path.split('/')[-1]}.csv"
@@ -87,9 +124,10 @@ def load_csv_from_s3(path: str) -> dict:
 
 if __name__ == "__main__":
     from pathlib import Path
-    path = Path(__file__).parent / 'event.json'
+
+    path = Path(__file__).parent / "event.json"
 
     with open(path, "r") as file:
         event = json.load(file)
 
-    lambda_handler(event,"")
+    lambda_handler(event, "")
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py
index 352c9ac6..47e47e7f 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py
@@ -16,59 +16,56 @@
 # TODO send to CloudFormation and retrieve all with SSM Parameter "AppConfigLayerMapping"
 app_config_layer_mapping = {
     "ssm": {
-    "infra": [
-        "VpcID",
-        "PublicSubnetID",
-        "DataBucketName",
-        "DataBucketArn",
-        "DataBucketRegionalDomainName",
-        "Neo4jDatabaseEndpoint",
-        "Neo4jDatabaseEndpointAllocationId",
-        "DataPipelineErrorsTopicArn"
-    ],
-    "pipeline": [
-        "GithubSourceRepository",
-        "GitHubPersonalAccessToken",
-        "ExecutionStateTableName",
-        "BuildJobQueueArn",
-        "BuildServiceRepositoryName",
-        "GfeDbProcessingQueueUrl",
-        "GfeDbExecutionResultTopicArn",
-        "LoadReleaseActivityArn"
-        "UpdatePipelineStateMachineArn",
-        "Neo4jLoadQueryDocumentName",
-        "DatabaseSyncScriptsDocumentName"
-    ],
-    "database": [
-        "Neo4jCredentialsSecretArn",
-        "Neo4jDatabaseSecurityGroupName",
-        "Neo4jDatabaseInstanceId",
-    ]},
+        "infra": [
+            "VpcID",
+            "PublicSubnetID",
+            "DataBucketName",
+            "DataBucketArn",
+            "DataBucketRegionalDomainName",
+            "Neo4jDatabaseEndpoint",
+            "Neo4jDatabaseEndpointAllocationId",
+            "DataPipelineErrorsTopicArn",
+        ],
+        "pipeline": [
+            "GithubSourceRepository",
+            "GitHubPersonalAccessToken",
+            "ExecutionStateTableName",
+            "BuildJobQueueArn",
+            "BuildServiceRepositoryName",
+            "GfeDbProcessingQueueUrl",
+            "GfeDbExecutionResultTopicArn",
+            "LoadReleaseActivityArn" "UpdatePipelineStateMachineArn",
+            "Neo4jLoadQueryDocumentName",
+            "DatabaseSyncScriptsDocumentName",
+        ],
+        "database": [
+            "Neo4jCredentialsSecretArn",
+            "Neo4jDatabaseSecurityGroupName",
+            "Neo4jDatabaseInstanceId",
+        ],
+    },
     "secretsmanager": {
-    "pipeline": [
-        "GitHubPersonalAccessToken"
-    ],
-    "database": [
-        "Neo4jCredentials"
-    ]
-}}
+        "pipeline": ["GitHubPersonalAccessToken"],
+        "database": ["Neo4jCredentials"],
+    },
+}
+
 
 def camel_to_snake(name):
-    name = re.sub('(.)([A-Z][a-z]+)', r'\1_\2', name)
-    return re.sub('([a-z0-9])([A-Z])', r'\1_\2', name).lower()
+    name = re.sub("(.)([A-Z][a-z]+)", r"\1_\2", name)
+    return re.sub("([a-z0-9])([A-Z])", r"\1_\2", name).lower()
+
 
 @lru_cache
 def get_parameter_value(ssm_client, parameter_path: str) -> str:
     logger.info(f"Getting parameter {parameter_path}")
-    return ssm_client.get_parameter(
-        Name=parameter_path
-    )["Parameter"]["Value"]
+    return ssm_client.get_parameter(Name=parameter_path)["Parameter"]["Value"]
+
 
 @lru_cache
 def get_secret_value(secretsmanager_client, secret_id: str) -> str:
-    return secretsmanager_client.get_secret_value(
-        SecretId=secret_id
-    )["SecretString"]
+    return secretsmanager_client.get_secret_value(SecretId=secret_id)["SecretString"]
+
 
 @dataclass
 class JsonModel:
@@ -92,8 +89,7 @@ def __setitem__(self, key, value):
 
 
 class SessionManager:
-
-    def __init__(self, boto3_session = None, region_name: str = None) -> None:
+    def __init__(self, boto3_session=None, region_name: str = None) -> None:
         self.session = boto3_session or boto3.Session(region_name=region_name)
         self.clients = JsonModel()  # Cache for clients
         self.resources = JsonModel()  # Cache for resources
@@ -102,7 +98,7 @@ def get_client(self, service_name: str):
         if not hasattr(self.clients, service_name):
             setattr(self.clients, service_name, self.session.client(service_name))
         return getattr(self.clients, service_name)
-    
+
     def get_resource(self, service_name: str):
         if not hasattr(self.resources, service_name):
             setattr(self.resources, service_name, self.session.resource(service_name))
@@ -110,16 +106,15 @@ def get_resource(self, service_name: str):
 
     def __getattr__(self, name):
         return getattr(self.session, name)
-    
-        
-class ConfigManager(JsonModel):
 
+
+class ConfigManager(JsonModel):
     def __init__(self, **kwargs) -> None:
         self._service = kwargs["service"]
         self.map = kwargs["mapping"]
         self._path_prefix = kwargs["path_prefix"]
         self._client = kwargs["client"]
-    
+
     def __getattr__(self, name: str) -> Union[str, dict, list, int, float, bool]:
         """Fetches and caches values from SSM Parameter Store or Secrets Manager. Will not fetch the same value twice.
 
@@ -135,12 +130,18 @@ def __getattr__(self, name: str) -> Union[str, dict, list, int, float, bool]:
         """
         if name in self.map.keys() and name not in self.__dict__.keys():
             if self._service == "ssm":
-                value = get_parameter_value(self._client, f'{self._path_prefix}/{self.map[name]}')
+                value = get_parameter_value(
+                    self._client, f"{self._path_prefix}/{self.map[name]}"
+                )
             elif self._service == "secretsmanager":
-                value = get_secret_value(self._client, f'{self._path_prefix}/{self.map[name]}')
+                value = get_secret_value(
+                    self._client, f"{self._path_prefix}/{self.map[name]}"
+                )
             else:
-                raise ValueError(f"Service {self._service} not supported, must be one of 'ssm' or 'secretsmanager'")
-            
+                raise ValueError(
+                    f"Service {self._service} not supported, must be one of 'ssm' or 'secretsmanager'"
+                )
+
             # detect json
             try:
                 value = json.loads(value)
@@ -153,8 +154,8 @@ def __getattr__(self, name: str) -> Union[str, dict, list, int, float, bool]:
             raise AttributeError(f"Could not find '{name}' in {self._service} mapping")
 
     def __str__(self) -> str:
-        return json.dumps({k: v for k, v in self.__dict__.items() if k != '_client'})
-        
+        return json.dumps({k: v for k, v in self.__dict__.items() if k != "_client"})
+
 
 class AppConfig:
     """Class to manage the configuration of the application using SSM Parameter Store and Secrets Manager.
@@ -174,38 +175,69 @@ class AppConfig:
         boto3_session ([type], optional): Boto3 session to use. Defaults to None.
     """
 
-    def __init__(self, ssm_mapping: dict = None, secrets_mapping: dict = None, boto3_session = None, region_name: str = None) -> None:
-        self.services, self.mappings = self._build_mappings(ssm_mapping=ssm_mapping, secrets_mapping=secrets_mapping)
-        self.env = JsonModel(**{
-            "AWS_REGION": os.environ["AWS_REGION"],
-            "APP_NAME": os.environ["APP_NAME"],
-            "STAGE": os.environ["STAGE"]
-        })
-        self.path_prefix = f'/{self.env.APP_NAME}/{self.env.STAGE}/{self.env.AWS_REGION}' # TODO create a named tuple of pydantic class for the path to enforce
-        self.params, self.secrets = JsonModel(), JsonModel() # hard coded model attributes define intended class scope
+    def __init__(
+        self,
+        ssm_mapping: dict = None,
+        secrets_mapping: dict = None,
+        boto3_session=None,
+        region_name: str = None,
+    ) -> None:
+        self.services, self.mappings = self._build_mappings(
+            ssm_mapping=ssm_mapping, secrets_mapping=secrets_mapping
+        )
+        self.env = JsonModel(
+            **{
+                "AWS_REGION": os.environ["AWS_REGION"],
+                "APP_NAME": os.environ["APP_NAME"],
+                "STAGE": os.environ["STAGE"],
+            }
+        )
+        self.path_prefix = f"/{self.env.APP_NAME}/{self.env.STAGE}/{self.env.AWS_REGION}"  # TODO create a named tuple of pydantic class for the path to enforce
+        self.params, self.secrets = (
+            JsonModel(),
+            JsonModel(),
+        )  # hard coded model attributes define intended class scope
         self.session = SessionManager(boto3_session, region_name)
 
         for service in self.services:
-            setattr(self.session.clients, service, self.session.get_client(service)) 
+            setattr(self.session.clients, service, self.session.get_client(service))
             self._init_config(service=service)
 
     @staticmethod
     def _build_mappings(**kwargs):
-        collections = {k: v for k, v in {"ssm": kwargs.get("ssm_mapping"), "secretsmanager": kwargs.get("secrets_mapping")}.items() if v is not None}
+        collections = {
+            k: v
+            for k, v in {
+                "ssm": kwargs.get("ssm_mapping"),
+                "secretsmanager": kwargs.get("secrets_mapping"),
+            }.items()
+            if v is not None
+        }
         services = list(collections.keys())
         mappings = {}
         for name, mapping in collections.items():
-            mappings[name] = { k: {camel_to_snake(item): item for item in v} for k, v in mapping.items() }
+            mappings[name] = {
+                k: {camel_to_snake(item): item for item in v}
+                for k, v in mapping.items()
+            }
 
         return services, mappings
 
-    def _init_config(self, service: str = Union[Literal["ssm"],Literal["secretsmanager"]]):
+    def _init_config(
+        self, service: str = Union[Literal["ssm"], Literal["secretsmanager"]]
+    ):
         for layer in self.mappings[service]:
-            setattr(self.params if service == "ssm" else self.secrets, layer, ConfigManager(
-                service=service,
-                mapping=self.mappings[service][layer],
-                path_prefix=f'{self.path_prefix}', # TODO f'{self.path_prefix}/{layer}/Name',
-                client=self.session.clients[service]))
+            setattr(
+                self.params if service == "ssm" else self.secrets,
+                layer,
+                ConfigManager(
+                    service=service,
+                    mapping=self.mappings[service][layer],
+                    path_prefix=f"{self.path_prefix}",  # TODO f'{self.path_prefix}/{layer}/Name',
+                    client=self.session.clients[service],
+                ),
+            )
+
 
 # TODO move to CloudFormation
 # list of fields to be used in the execution state table
@@ -225,7 +257,7 @@ def _init_config(self, service: str = Union[Literal["ssm"],Literal["secretsmanag
     "repository.owner",
     "repository.url",
     "created_utc",
-    "updated_utc"
+    "updated_utc",
 ]
 
 session = boto3.Session(region_name="us-east-1")
@@ -247,4 +279,4 @@ def _init_config(self, service: str = Union[Literal["ssm"],Literal["secretsmanag
     app.secrets.infra.git_hub_personal_access_token
 except AttributeError:
     app.secrets.pipeline.git_hub_personal_access_token
-print(app.env)
\ No newline at end of file
+print(app.env)
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
index 3f4720ad..1bcad2be 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
@@ -12,37 +12,52 @@
 # FAILED: state machine execution failed (set by state machine)
 
 # TODO remove None, default is NOT_PROCESSED
-valid_statuses = ["NOT_PROCESSED", "SKIPPED", "PENDING", "IN_PROGRESS", "SUCCESS", "FAILED", None]
+valid_statuses = [
+    "NOT_PROCESSED",
+    "SKIPPED",
+    "PENDING",
+    "IN_PROGRESS",
+    "SUCCESS",
+    "FAILED",
+    None,
+]
+
 
 def str_to_datetime(v, fmt="%Y-%m-%dT%H:%M:%SZ"):
     return datetime.strptime(v, fmt)
 
+
 def str_from_datetime(v, fmt="%Y-%m-%dT%H:%M:%SZ"):
     return v.strftime(fmt)
 
+
 # validate that date field is ISO 8601 format with timezone
 def date_is_iso_8601_with_timezone(v):
-    if not re.match(r'^\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2}Z$', v):
+    if not re.match(r"^\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2}Z$", v):
         raise ValueError("Date must be in ISO 8601 format with timezone")
     return v
 
+
 # validate that url is a valid URL
 def url_is_valid(v):
-    if not re.match(r'^https?://', v):
+    if not re.match(r"^https?://", v):
         raise ValueError("Url must be a valid URL")
     return v
 
+
 def version_is_valid(v):
-    if not re.match(r'^[1-9][0-9]{2}0$', str(v)):
+    if not re.match(r"^[1-9][0-9]{2}0$", str(v)):
         raise ValueError("Version must match '^[1-9][0-9]{2}0$'")
     return v
 
+
 # validate that commit sha is a 40 character hex string
 def commit_sha_is_hex(v):
-    if not re.match(r'^[0-9a-f]{40}$', v):
+    if not re.match(r"^[0-9a-f]{40}$", v):
         raise ValueError("Commit sha must be a 40 character hex string")
     return v
 
+
 ### Source Config Models ###
 class Commit(BaseModel):
     sha: str
@@ -50,10 +65,10 @@ class Commit(BaseModel):
     message: Optional[str]
     html_url: str
 
-    @validator('sha')
+    @validator("sha")
     def _commit_sha_is_hex(cls, v):
         return commit_sha_is_hex(v)
-    
+
     # implement jmespath mapping to create the commit Class
     @classmethod
     def from_response_json(cls, response_json):
@@ -61,60 +76,67 @@ def from_response_json(cls, response_json):
             sha=jmespath.search("sha", response_json),
             date_utc=jmespath.search("commit.committer.date", response_json),
             message=jmespath.search("commit.message", response_json),
-            html_url=jmespath.search("html_url", response_json)
+            html_url=jmespath.search("html_url", response_json),
         )
 
     # validate that date is ISO 8601 format with timezone
-    @validator('date_utc')
+    @validator("date_utc")
     def date_utc_is_iso_8601_with_timezone(cls, v):
         return date_is_iso_8601_with_timezone(v)
-    
+
     # TODO: validate that html_url is a valid URL for a commit
 
+
 class InputParameters(BaseModel):
     align: bool
     kir: bool
     mem_profile: bool
     limit: Optional[int]
 
+
 class ExcludedCommitShas(BaseModel):
     description: Optional[str]
     values: list[str]
 
-    @validator('values')
+    @validator("values")
     def _commit_shas_are_hex(cls, v):
         for sha in v:
             sha = commit_sha_is_hex(sha)
         return v
 
+
 class TrackedAssetsConfig(BaseModel):
     description: Optional[str]
     values: list[str]
 
+
 class TargetMetadataConfigItem(BaseModel):
     description: Optional[str]
     asset_path: str
     metadata_regex: str
 
+
 class TargetMetadataConfig(BaseModel):
     description: Optional[str]
     items: list[TargetMetadataConfigItem]
 
+
 class RepositoryConfig(BaseModel):
     owner: str
     name: str
     description: Optional[str]
     url: str
-    tracked_assets: Optional[TrackedAssetsConfig]  
+    tracked_assets: Optional[TrackedAssetsConfig]
     target_metadata_config: Optional[TargetMetadataConfig]
     excluded_commit_shas: Optional[ExcludedCommitShas]
     default_input_parameters: Optional[InputParameters]
 
     # validate that the url is a valid URL
-    @validator('url')
+    @validator("url")
     def url_is_valid(cls, v):
         return url_is_valid(v)
 
+
 # TODO add execution_id
 class ExecutionDetailsConfig(BaseModel):
     version: int
@@ -123,88 +145,99 @@ class ExecutionDetailsConfig(BaseModel):
     input_parameters: Optional[InputParameters]
     s3_path: Optional[str]
 
-    @validator('status')
+    @validator("status")
     def status_is_valid(cls, v):
         if v not in valid_statuses:
             raise ValueError(f"Status must be one of {valid_statuses}")
         return v
 
     # validate that version is a 4 digit number, position 0 is a number between 1 and 9, and position 1:2 is a number between 0 and 99 and position 3 is 0
-    @validator('version')
+    @validator("version")
     def _version_is_valid(cls, v):
         return version_is_valid(v)
 
+
 class SourceConfig(BaseModel):
     created_utc: Optional[str]
     updated_utc: Optional[str]
     repositories: dict[str, RepositoryConfig]
 
     # validate dates are ISO 8601 format with timezone for created_utc, updated_utc
-    @validator('created_utc', 'updated_utc')
+    @validator("created_utc", "updated_utc")
     def date_utc_is_iso_8601_with_timezone(cls, v):
         return date_is_iso_8601_with_timezone(v)
 
+
 class ExecutionStateItem(BaseModel):
     created_utc: str
-    updated_utc: Optional[str] # TODO make required once fully implemented
+    updated_utc: Optional[str]  # TODO make required once fully implemented
     repository: RepositoryConfig
     commit: Commit
     execution: ExecutionDetailsConfig
-    
+
+
 class ExecutionState(BaseModel):
     created_utc: str
     items: list[ExecutionStateItem]
 
     @root_validator(pre=True)
     def set_items_created_utc(cls, values):
-        timestamp_utc = values.get('created_utc')
-        items = values.get('items', [])
+        timestamp_utc = values.get("created_utc")
+        items = values.get("items", [])
         try:
             for item in items:
                 item.created_utc = timestamp_utc
         except:
             for item in items:
-                item['created_utc'] = timestamp_utc
+                item["created_utc"] = timestamp_utc
         return values
 
     # validate that items is sorted by commit.date_utc descending
-    @validator('items')
+    @validator("items")
     def execution_state_is_sorted(cls, v):
-        if not all(v[i].commit.date_utc >= v[i+1].commit.date_utc for i in range(len(v)-1)):
-            raise ValueError("Execution history must be sorted by commit.date_utc descending")
+        if not all(
+            v[i].commit.date_utc >= v[i + 1].commit.date_utc for i in range(len(v) - 1)
+        ):
+            raise ValueError(
+                "Execution history must be sorted by commit.date_utc descending"
+            )
         return v
-    
+
     # Releases are formatted as a 4 digit integer incrementing by 10 with a lower bound of 3170
     # Based on the formatting described, validate that no releases are missing from items
     # Remember that the items is sorted by commit.date_utc descending, so release versions will decrement by 10
-    @validator('items')
+    @validator("items")
     def execution_state_has_no_missing_releases(cls, v):
+        unique_release_versions = sorted(
+            list(set([item.execution.version for item in v])), reverse=True
+        )
 
-        unique_release_versions = sorted(list(set([item.execution.version for item in v])), reverse=True)
-
-        first_version = 3170 
+        first_version = 3170
         expected_version = v[0].execution.version
         for version in unique_release_versions:
             if version != expected_version:
-                raise ValueError(f"Execution history is missing version {expected_version}")
+                raise ValueError(
+                    f"Execution history is missing version {expected_version}"
+                )
             expected_version -= 10
 
             if version == first_version:
                 break
 
-        return v 
-    
+        return v
+
+
 class ExecutionPayloadItem(BaseModel):
     version: int
     commit_sha: str
     input_parameters: InputParameters
     s3_path: str
 
-    @validator('version')
+    @validator("version")
     def _version_is_valid(cls, v):
         return version_is_valid(v)
 
-    @validator('commit_sha')
+    @validator("commit_sha")
     def _commit_sha_is_hex(cls, v):
         return commit_sha_is_hex(v)
 
@@ -215,5 +248,5 @@ def from_execution_state_item(cls, execution_state_item):
             version=execution_state_item.execution.version,
             commit_sha=execution_state_item.commit.sha,
             input_parameters=execution_state_item.execution.input_parameters,
-            s3_path=execution_state_item.execution.s3_path
+            s3_path=execution_state_item.execution.s3_path,
         )
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py
index 7cec35c4..3f4d81cd 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py
@@ -19,7 +19,7 @@
     TargetMetadataConfig,
     Commit,
     ExecutionStateItem,
-    ExecutionDetailsConfig
+    ExecutionDetailsConfig,
 )
 from .constants import (
     AWS_REGION,
@@ -41,6 +41,7 @@
 # TODO clear cache
 # TODO disable/enable cache for testing
 
+
 def save_json_to_cache(data, var_name):
     """Saves data to cache directory"""
     if not cache_dir.exists():
@@ -61,7 +62,7 @@ def save_json_to_cache(data, var_name):
         # remove the file if it exists
         if (cache_dir / var_name).exists():
             (cache_dir / var_name).unlink()
-    
+
 
 def save_pickle_to_cache(data, var_name):
     """Saves data to cache directory"""
@@ -124,7 +125,7 @@ def wrapper(*args, **kwargs):
 def flatten_json(data, sep=".", skip_fields=[], select_fields=[]):
     """Flatten a nested json file. For a list of dictionaries, use this
     inside a for loop before converting to pandas DataFrame.
-    
+
     Args:
         data (dict): nested json file
         sep (str, optional): separator for flattened keys. Defaults to ".".
@@ -154,9 +155,9 @@ def unpack(parent_key, parent_value):
         # Keep unpacking the json file until all values are atomic elements (not data or list)
         data = dict(chain.from_iterable(starmap(unpack, data.items())))
         # Terminate condition: not any value in the json file is data or list
-        if not any(
-            isinstance(value, dict) for value in data.values()
-        ) and not any(isinstance(value, list) for value in data.values()):
+        if not any(isinstance(value, dict) for value in data.values()) and not any(
+            isinstance(value, list) for value in data.values()
+        ):
             break
 
     if len(skip_fields) > 0:
@@ -203,6 +204,7 @@ def read_source_config(bucket, key):
 # def write_source_config(bucket, key, source_config: SourceConfig):
 #     write_s3_json(bucket, key, source_config.dict())
 
+
 def list_commits(owner, repo, **params):
     """Return a list of GitHub commits for the specified repository"""
 
@@ -231,6 +233,7 @@ def list_commits(owner, repo, **params):
 
     return response.json()
 
+
 @cache_json
 def paginate_commits(owner, repo, start_page=1, per_page=100, **kwargs):
     page = start_page
@@ -461,25 +464,31 @@ def rename_fields(dataset: List[dict], key_names_map: dict[str, str]):
     return [rename_keys(x, key_names_map) for x in dataset]
 
 
-def flatten_json_records(data, sep=".", skip_fields=[], select_fields=[], filter_nulls=True):
+def flatten_json_records(
+    data, sep=".", skip_fields=[], select_fields=[], filter_nulls=True
+):
     """Flatten a list of JSON records."""
     if filter_nulls:
         return [
-            filter_null_fields(flatten_json(
-            data=record, 
-            sep=sep,
-            skip_fields=skip_fields, 
-            select_fields=select_fields)) \
-                for record in data
+            filter_null_fields(
+                flatten_json(
+                    data=record,
+                    sep=sep,
+                    skip_fields=skip_fields,
+                    select_fields=select_fields,
+                )
+            )
+            for record in data
         ]
     else:
         return [
             flatten_json(
-            data=record, 
-            sep=sep,
-            skip_fields=skip_fields, 
-            select_fields=select_fields) \
-                for record in data
+                data=record,
+                sep=sep,
+                skip_fields=skip_fields,
+                select_fields=select_fields,
+            )
+            for record in data
         ]
 
 
@@ -548,7 +557,7 @@ def filter_null_fields(items: dict) -> dict:
     Returns:
         dict: A dictionary with null fields removed
     """
-    return { k: v for k, v in items.items() if v is not None }
+    return {k: v for k, v in items.items() if v is not None}
 
 
 def filter_nested_nulls(data: Union[dict, list]):
@@ -568,7 +577,6 @@ def filter_nested_nulls(data: Union[dict, list]):
         return data
 
 
-
 def sort_execution_state_items(
     execution_state_items: List[Dict[str, str]], ascending=False
 ) -> List[Dict[str, str]]:
@@ -606,7 +614,7 @@ def process_execution_state_item(
                     status="NOT_PROCESSED",
                     date_utc=None,
                     input_parameters=None,
-                )
+                ),
             }
 
         except Exception as e:
@@ -645,9 +653,9 @@ def parallel_process_execution_state_items(
             executor.submit(
                 process_execution_state_item,
                 timestamp,
-                commit, 
-                repository_config, 
-                target_metadata_config
+                commit,
+                repository_config,
+                target_metadata_config,
             )
             for commit in commits[:limit]
         ]
diff --git a/gfe-db/pipeline/scripts/source_config/build.py b/gfe-db/pipeline/scripts/source_config/build.py
index 39973d39..2e1dc734 100644
--- a/gfe-db/pipeline/scripts/source_config/build.py
+++ b/gfe-db/pipeline/scripts/source_config/build.py
@@ -4,12 +4,14 @@
 
 import os
 import sys
+
 # for dev, local path to gfe-db modules
 # ./gfe-db/pipeline/lambda_layers/gfe_db_models (use absolute path)
 sys.path.append(os.environ["GFEDBMODELS_PATH"])
 
 from pathlib import Path
 import logging
+
 logging.basicConfig(level=logging.INFO)
 logger = logging.getLogger(__name__)
 from datetime import datetime
@@ -18,11 +20,7 @@
 import json
 
 # these libraries are shared from the check_source_update function
-from gfedbmodels.types import (
-    SourceConfig,
-    RepositoryConfig,
-    ExecutionState
-)
+from gfedbmodels.types import SourceConfig, RepositoryConfig, ExecutionState
 from gfedbmodels import (
     paginate_commits,
     select_fields,
@@ -30,7 +28,7 @@
     select_keys,
     rename_fields,
     process_execution_state_items,
-    filter_nested_nulls
+    filter_nested_nulls,
 )
 
 # Environment variables
@@ -41,7 +39,6 @@
 
 
 if __name__ == "__main__":
-
     # Paths
     output_dir = Path(sys.argv[1])
 
@@ -72,11 +69,17 @@
     commits = rename_fields(all_commits_flat, commit_key_names_map)
 
     # Get the release version for each commit
-    target_metadata_config = source_config.repositories[GITHUB_REPOSITORY_OWNER+"/"+GITHUB_REPOSITORY_NAME].target_metadata_config
-    excluded_commit_shas = source_config.repositories[GITHUB_REPOSITORY_OWNER+"/"+GITHUB_REPOSITORY_NAME].excluded_commit_shas.values
-    commits = [commit for commit in commits if commit["sha"] not in excluded_commit_shas]
-
-    # Build ExecutionStateItem records from raw commits using thread pooling    
+    target_metadata_config = source_config.repositories[
+        GITHUB_REPOSITORY_OWNER + "/" + GITHUB_REPOSITORY_NAME
+    ].target_metadata_config
+    excluded_commit_shas = source_config.repositories[
+        GITHUB_REPOSITORY_OWNER + "/" + GITHUB_REPOSITORY_NAME
+    ].excluded_commit_shas.values
+    commits = [
+        commit for commit in commits if commit["sha"] not in excluded_commit_shas
+    ]
+
+    # Build ExecutionStateItem records from raw commits using thread pooling
     logger.info("Building execution state")
     execution_state_items = process_execution_state_items(
         timestamp=utc_now,
@@ -84,24 +87,30 @@
         # TODO remove default params from state table, they are retrieved from source config file in S3
         repository_config=RepositoryConfig(
             **select_keys(
-                source_config.repositories[GITHUB_REPOSITORY_OWNER+"/"+GITHUB_REPOSITORY_NAME].dict(), 
-                ["owner", "name", "url"]
+                source_config.repositories[
+                    GITHUB_REPOSITORY_OWNER + "/" + GITHUB_REPOSITORY_NAME
+                ].dict(),
+                ["owner", "name", "url"],
             )
         ),
-        target_metadata_config=target_metadata_config, # Infers release version from file contents
+        target_metadata_config=target_metadata_config,  # Infers release version from file contents
         parallel=True,
     )
 
     # Package records as ExecutionState object to seed table
-    execution_state = ExecutionState(**{
-        "created_utc": utc_now,
-        "items": execution_state_items,
-    })
+    execution_state = ExecutionState(
+        **{
+            "created_utc": utc_now,
+            "items": execution_state_items,
+        }
+    )
 
     # Updates the source config file but does not actually build it
     source_config.created_utc, source_config.updated_utc = utc_now, utc_now
 
-    logger.info(f"Writing execution state to {str(output_dir / 'execution-state.json')}")
+    logger.info(
+        f"Writing execution state to {str(output_dir / 'execution-state.json')}"
+    )
 
     # write ExecutionState locally
     with open(output_dir / "execution-state.json", "w") as f:
diff --git a/gfe-db/pipeline/scripts/source_config/load.py b/gfe-db/pipeline/scripts/source_config/load.py
index 48b27c29..fae2f6d0 100644
--- a/gfe-db/pipeline/scripts/source_config/load.py
+++ b/gfe-db/pipeline/scripts/source_config/load.py
@@ -7,31 +7,28 @@
 from pathlib import Path
 import os
 import sys
+
 # for dev, local path to gfe-db modules
 # ./gfe-db/pipeline/lambda_layers/gfe_db_models (use absolute path)
 sys.path.append(os.environ["GFEDBMODELS_PATH"])
 
 import logging
 from datetime import datetime
+
 utc_now = datetime.utcnow().strftime("%Y-%m-%dT%H:%M:%SZ")
 import json
 import boto3
-from gfedbmodels.constants import (
-    execution_state_table_fields
-)
+from gfedbmodels.constants import execution_state_table_fields
 from gfedbmodels.types import (
     ExecutionState,
 )
-from gfedbmodels.utils import (
-    flatten_json_records,
-    filter_null_fields
-)
+from gfedbmodels.utils import flatten_json_records, filter_null_fields
 
 logging.basicConfig(level=logging.INFO)
 logger = logging.getLogger(__name__)
 
-ssm = boto3.client('ssm')
-dynamodb = boto3.resource('dynamodb')
+ssm = boto3.client("ssm")
+dynamodb = boto3.resource("dynamodb")
 
 AWS_REGION = os.environ["AWS_REGION"]
 APP_NAME = os.environ["APP_NAME"]
@@ -41,12 +38,11 @@
 GITHUB_REPOSITORY_NAME = os.environ["GITHUB_REPOSITORY_NAME"]
 
 execution_state_table_name = ssm.get_parameter(
-    Name=f'/{APP_NAME}/{STAGE}/{AWS_REGION}/ExecutionStateTableName'
-)['Parameter']['Value']
+    Name=f"/{APP_NAME}/{STAGE}/{AWS_REGION}/ExecutionStateTableName"
+)["Parameter"]["Value"]
 table = dynamodb.Table(execution_state_table_name)
 
 if __name__ == "__main__":
-
     # TODO scan table for existing items and throw error if not empty, require --overwrite flag to proceed
 
     # Paths
@@ -59,15 +55,20 @@
     # flatten JSON records for execution state table model
     # Uses double-underscore as separator because DynamoDB does not allow dots in attribute names
     execution_state_flat = flatten_json_records(
-        execution_state.dict()["items"], 
-        sep="__", 
-        select_fields=[item.replace(".", "__") for item in execution_state_table_fields],
-        filter_nulls=True)
+        execution_state.dict()["items"],
+        sep="__",
+        select_fields=[
+            item.replace(".", "__") for item in execution_state_table_fields
+        ],
+        filter_nulls=True,
+    )
 
     # load to dynamodb table named execution_state_table_name using batch put
     with table.batch_writer() as batch:
-        logger.info(f"Loading {len(execution_state_flat)} items to {execution_state_table_name}")
+        logger.info(
+            f"Loading {len(execution_state_flat)} items to {execution_state_table_name}"
+        )
         for item in execution_state_flat:
             batch.put_item(Item=item)
 
-    logger.info(f"Success")
\ No newline at end of file
+    logger.info(f"Success")

From 3becb9fb81e8a283e10cf9690e0271a96d4b7a2d Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 2 Jul 2023 09:36:36 -0700
Subject: [PATCH 079/367] remove environment variables

---
 .../gfe_db_models/gfedbmodels/constants.py    | 96 +++++++++++--------
 1 file changed, 55 insertions(+), 41 deletions(-)

diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py
index 47e47e7f..ea030dc1 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py
@@ -12,41 +12,58 @@
 logger = logging.getLogger(__name__)
 logger.setLevel(logging.INFO)
 
+AWS_REGION = os.environ["AWS_REGION"]
+APP_NAME = os.environ["APP_NAME"]
+STAGE = os.environ["STAGE"]
 
 # TODO send to CloudFormation and retrieve all with SSM Parameter "AppConfigLayerMapping"
+
+# # Test string formatting for paths with no separator
+# app_config_layer_mapping = {
+#     "ssm": {
+#         "infra": [
+#             "VpcID",
+#             "PublicSubnetID",
+#             "DataBucketName",
+#         ]
+#     }
+# }
+
+
 app_config_layer_mapping = {
     "ssm": {
         "infra": [
-            "VpcID",
-            "PublicSubnetID",
-            "DataBucketName",
-            "DataBucketArn",
-            "DataBucketRegionalDomainName",
-            "Neo4jDatabaseEndpoint",
-            "Neo4jDatabaseEndpointAllocationId",
-            "DataPipelineErrorsTopicArn",
+            f"/{APP_NAME}/{STAGE}/{AWS_REGION}/VpcID",
+            f"/{APP_NAME}/{STAGE}/{AWS_REGION}/PublicSubnetID",
+            f"/{APP_NAME}/{STAGE}/{AWS_REGION}/DataBucketName",
+            f"/{APP_NAME}/{STAGE}/{AWS_REGION}/DataBucketArn",
+            f"/{APP_NAME}/{STAGE}/{AWS_REGION}/DataBucketRegionalDomainName",
+            f"/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jDatabaseEndpoint",
+            f"/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jDatabaseEndpointAllocationId",
+            f"/{APP_NAME}/{STAGE}/{AWS_REGION}/DataPipelineErrorsTopicArn",
         ],
         "pipeline": [
-            "GithubSourceRepository",
-            "GitHubPersonalAccessToken",
-            "ExecutionStateTableName",
-            "BuildJobQueueArn",
-            "BuildServiceRepositoryName",
-            "GfeDbProcessingQueueUrl",
-            "GfeDbExecutionResultTopicArn",
-            "LoadReleaseActivityArn" "UpdatePipelineStateMachineArn",
-            "Neo4jLoadQueryDocumentName",
-            "DatabaseSyncScriptsDocumentName",
+            f"/{APP_NAME}/{STAGE}/{AWS_REGION}/GithubSourceRepository",
+            f"/{APP_NAME}/{STAGE}/{AWS_REGION}/GitHubPersonalAccessToken",
+            f"/{APP_NAME}/{STAGE}/{AWS_REGION}/ExecutionStateTableName",
+            f"/{APP_NAME}/{STAGE}/{AWS_REGION}/BuildJobQueueArn",
+            f"/{APP_NAME}/{STAGE}/{AWS_REGION}/BuildServiceRepositoryName",
+            f"/{APP_NAME}/{STAGE}/{AWS_REGION}/GfeDbProcessingQueueUrl",
+            f"/{APP_NAME}/{STAGE}/{AWS_REGION}/GfeDbExecutionResultTopicArn",
+            f"/{APP_NAME}/{STAGE}/{AWS_REGION}/LoadReleaseActivityArn",
+            f"/{APP_NAME}/{STAGE}/{AWS_REGION}/UpdatePipelineStateMachineArn",
+            f"/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jLoadQueryDocumentName",
+            f"/{APP_NAME}/{STAGE}/{AWS_REGION}/DatabaseSyncScriptsDocumentName",
         ],
         "database": [
-            "Neo4jCredentialsSecretArn",
-            "Neo4jDatabaseSecurityGroupName",
-            "Neo4jDatabaseInstanceId",
+            f"/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jCredentialsSecretArn",
+            f"/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jDatabaseSecurityGroupName",
+            f"/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jDatabaseInstanceId",
         ],
     },
     "secretsmanager": {
-        "pipeline": ["GitHubPersonalAccessToken"],
-        "database": ["Neo4jCredentials"],
+        "pipeline": [f"/{APP_NAME}/{STAGE}/{AWS_REGION}/GitHubPersonalAccessToken"],
+        "database": [f"/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jCredentials"],
     },
 }
 
@@ -112,7 +129,7 @@ class ConfigManager(JsonModel):
     def __init__(self, **kwargs) -> None:
         self._service = kwargs["service"]
         self.map = kwargs["mapping"]
-        self._path_prefix = kwargs["path_prefix"]
+        # self._path_prefix = kwargs["path_prefix"]
         self._client = kwargs["client"]
 
     def __getattr__(self, name: str) -> Union[str, dict, list, int, float, bool]:
@@ -131,11 +148,11 @@ def __getattr__(self, name: str) -> Union[str, dict, list, int, float, bool]:
         if name in self.map.keys() and name not in self.__dict__.keys():
             if self._service == "ssm":
                 value = get_parameter_value(
-                    self._client, f"{self._path_prefix}/{self.map[name]}"
+                    self._client, self.map[name]
                 )
             elif self._service == "secretsmanager":
                 value = get_secret_value(
-                    self._client, f"{self._path_prefix}/{self.map[name]}"
+                    self._client, self.map[name]
                 )
             else:
                 raise ValueError(
@@ -179,24 +196,19 @@ def __init__(
         self,
         ssm_mapping: dict = None,
         secrets_mapping: dict = None,
+        path_separator: str = "/",
         boto3_session=None,
         region_name: str = None,
     ) -> None:
         self.services, self.mappings = self._build_mappings(
-            ssm_mapping=ssm_mapping, secrets_mapping=secrets_mapping
+            ssm_mapping=ssm_mapping, 
+            secrets_mapping=secrets_mapping,
+            path_separator=path_separator,
         )
-        self.env = JsonModel(
-            **{
-                "AWS_REGION": os.environ["AWS_REGION"],
-                "APP_NAME": os.environ["APP_NAME"],
-                "STAGE": os.environ["STAGE"],
-            }
-        )
-        self.path_prefix = f"/{self.env.APP_NAME}/{self.env.STAGE}/{self.env.AWS_REGION}"  # TODO create a named tuple of pydantic class for the path to enforce
         self.params, self.secrets = (
             JsonModel(),
             JsonModel(),
-        )  # hard coded model attributes define intended class scope
+        )  # hard coded model attributes define intended class scope (handles SSM Parameters and SecretsManager Secrets )
         self.session = SessionManager(boto3_session, region_name)
 
         for service in self.services:
@@ -217,7 +229,7 @@ def _build_mappings(**kwargs):
         mappings = {}
         for name, mapping in collections.items():
             mappings[name] = {
-                k: {camel_to_snake(item): item for item in v}
+                k: {camel_to_snake(item.split(kwargs.get("path_separator"))[-1]): item for item in v}
                 for k, v in mapping.items()
             }
 
@@ -233,9 +245,8 @@ def _init_config(
                 ConfigManager(
                     service=service,
                     mapping=self.mappings[service][layer],
-                    path_prefix=f"{self.path_prefix}",  # TODO f'{self.path_prefix}/{layer}/Name',
                     client=self.session.clients[service],
-                ),
+                )
             )
 
 
@@ -263,8 +274,8 @@ def _init_config(
 session = boto3.Session(region_name="us-east-1")
 
 app = AppConfig(
-    # ssm_mapping=app_config_layer_mapping["ssm"],
-    secrets_mapping=app_config_layer_mapping["secretsmanager"],
+    ssm_mapping=app_config_layer_mapping["ssm"],
+    # secrets_mapping=app_config_layer_mapping["secretsmanager"],
     # boto3_session=session
 )
 
@@ -280,3 +291,6 @@ def _init_config(
 except AttributeError:
     app.secrets.pipeline.git_hub_personal_access_token
 print(app.env)
+
+# TODO implement AppConfigLayerMapping and test
+# TODO add functionality for custom defined paths that differ from the default (to be able to use shared resource params like `github-token`) 
\ No newline at end of file

From ea08d9936bb827550722dcadef7ba88cfb0e1aab Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 2 Jul 2023 10:43:50 -0700
Subject: [PATCH 080/367] remove layer attribute

---
 .../gfe_db_models/gfedbmodels/constants.py    | 188 ++++++++----------
 1 file changed, 81 insertions(+), 107 deletions(-)

diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py
index ea030dc1..c05a7579 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py
@@ -17,22 +17,8 @@
 STAGE = os.environ["STAGE"]
 
 # TODO send to CloudFormation and retrieve all with SSM Parameter "AppConfigLayerMapping"
-
-# # Test string formatting for paths with no separator
-# app_config_layer_mapping = {
-#     "ssm": {
-#         "infra": [
-#             "VpcID",
-#             "PublicSubnetID",
-#             "DataBucketName",
-#         ]
-#     }
-# }
-
-
-app_config_layer_mapping = {
-    "ssm": {
-        "infra": [
+infra_mapping = {
+    "ssm": [
             f"/{APP_NAME}/{STAGE}/{AWS_REGION}/VpcID",
             f"/{APP_NAME}/{STAGE}/{AWS_REGION}/PublicSubnetID",
             f"/{APP_NAME}/{STAGE}/{AWS_REGION}/DataBucketName",
@@ -41,30 +27,37 @@
             f"/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jDatabaseEndpoint",
             f"/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jDatabaseEndpointAllocationId",
             f"/{APP_NAME}/{STAGE}/{AWS_REGION}/DataPipelineErrorsTopicArn",
-        ],
-        "pipeline": [
-            f"/{APP_NAME}/{STAGE}/{AWS_REGION}/GithubSourceRepository",
-            f"/{APP_NAME}/{STAGE}/{AWS_REGION}/GitHubPersonalAccessToken",
-            f"/{APP_NAME}/{STAGE}/{AWS_REGION}/ExecutionStateTableName",
-            f"/{APP_NAME}/{STAGE}/{AWS_REGION}/BuildJobQueueArn",
-            f"/{APP_NAME}/{STAGE}/{AWS_REGION}/BuildServiceRepositoryName",
-            f"/{APP_NAME}/{STAGE}/{AWS_REGION}/GfeDbProcessingQueueUrl",
-            f"/{APP_NAME}/{STAGE}/{AWS_REGION}/GfeDbExecutionResultTopicArn",
-            f"/{APP_NAME}/{STAGE}/{AWS_REGION}/LoadReleaseActivityArn",
-            f"/{APP_NAME}/{STAGE}/{AWS_REGION}/UpdatePipelineStateMachineArn",
-            f"/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jLoadQueryDocumentName",
-            f"/{APP_NAME}/{STAGE}/{AWS_REGION}/DatabaseSyncScriptsDocumentName",
-        ],
-        "database": [
-            f"/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jCredentialsSecretArn",
-            f"/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jDatabaseSecurityGroupName",
-            f"/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jDatabaseInstanceId",
-        ],
-    },
-    "secretsmanager": {
-        "pipeline": [f"/{APP_NAME}/{STAGE}/{AWS_REGION}/GitHubPersonalAccessToken"],
-        "database": [f"/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jCredentials"],
-    },
+        ]
+}
+
+pipeline_mapping = {
+    "ssm": [
+        f"/{APP_NAME}/{STAGE}/{AWS_REGION}/GithubSourceRepository",
+        f"/{APP_NAME}/{STAGE}/{AWS_REGION}/GitHubPersonalAccessToken",
+        f"/{APP_NAME}/{STAGE}/{AWS_REGION}/ExecutionStateTableName",
+        f"/{APP_NAME}/{STAGE}/{AWS_REGION}/BuildJobQueueArn",
+        f"/{APP_NAME}/{STAGE}/{AWS_REGION}/BuildServiceRepositoryName",
+        f"/{APP_NAME}/{STAGE}/{AWS_REGION}/GfeDbProcessingQueueUrl",
+        f"/{APP_NAME}/{STAGE}/{AWS_REGION}/GfeDbExecutionResultTopicArn",
+        f"/{APP_NAME}/{STAGE}/{AWS_REGION}/LoadReleaseActivityArn",
+        f"/{APP_NAME}/{STAGE}/{AWS_REGION}/UpdatePipelineStateMachineArn",
+        f"/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jLoadQueryDocumentName",
+        f"/{APP_NAME}/{STAGE}/{AWS_REGION}/DatabaseSyncScriptsDocumentName",
+    ],
+    "secretsmanager": [
+        f"/{APP_NAME}/{STAGE}/{AWS_REGION}/GitHubPersonalAccessToken"
+    ],
+}
+
+database_mapping = {
+    "ssm": [
+        f"/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jCredentialsSecretArn",
+        f"/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jDatabaseSecurityGroupName",
+        f"/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jDatabaseInstanceId",
+    ],
+    "secretsmanager":  [
+        f"/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jCredentials"
+    ]
 }
 
 
@@ -129,7 +122,6 @@ class ConfigManager(JsonModel):
     def __init__(self, **kwargs) -> None:
         self._service = kwargs["service"]
         self.map = kwargs["mapping"]
-        # self._path_prefix = kwargs["path_prefix"]
         self._client = kwargs["client"]
 
     def __getattr__(self, name: str) -> Union[str, dict, list, int, float, bool]:
@@ -194,103 +186,85 @@ class AppConfig:
 
     def __init__(
         self,
-        ssm_mapping: dict = None,
-        secrets_mapping: dict = None,
+        ssm_paths: dict = None,
+        secrets_paths: dict = None,
         path_separator: str = "/",
         boto3_session=None,
         region_name: str = None,
     ) -> None:
         self.services, self.mappings = self._build_mappings(
-            ssm_mapping=ssm_mapping, 
-            secrets_mapping=secrets_mapping,
+            ssm_paths=ssm_paths, 
+            secrets_paths=secrets_paths,
             path_separator=path_separator,
         )
-        self.params, self.secrets = (
-            JsonModel(),
-            JsonModel(),
-        )  # hard coded model attributes define intended class scope (handles SSM Parameters and SecretsManager Secrets )
         self.session = SessionManager(boto3_session, region_name)
 
         for service in self.services:
             setattr(self.session.clients, service, self.session.get_client(service))
-            self._init_config(service=service)
+            setattr(
+                self,
+                "params" if service == "ssm" else "secrets",
+                ConfigManager(
+                    service=service,
+                    mapping=self.mappings[service],
+                    client=self.session.clients[service],
+                )
+            )
 
     @staticmethod
     def _build_mappings(**kwargs):
         collections = {
             k: v
             for k, v in {
-                "ssm": kwargs.get("ssm_mapping"),
-                "secretsmanager": kwargs.get("secrets_mapping"),
+                "ssm": kwargs.get("ssm_paths"),
+                "secretsmanager": kwargs.get("secrets_paths"),
             }.items()
             if v is not None
         }
         services = list(collections.keys())
         mappings = {}
         for name, mapping in collections.items():
-            mappings[name] = {
-                k: {camel_to_snake(item.split(kwargs.get("path_separator"))[-1]): item for item in v}
-                for k, v in mapping.items()
+            mappings[name] = \
+            {
+                camel_to_snake(item.split(kwargs.get("path_separator"))[-1]): item for item in mapping
             }
-
         return services, mappings
 
-    def _init_config(
-        self, service: str = Union[Literal["ssm"], Literal["secretsmanager"]]
-    ):
-        for layer in self.mappings[service]:
-            setattr(
-                self.params if service == "ssm" else self.secrets,
-                layer,
-                ConfigManager(
-                    service=service,
-                    mapping=self.mappings[service][layer],
-                    client=self.session.clients[service],
-                )
-            )
-
 
 # TODO move to CloudFormation
 # list of fields to be used in the execution state table
-execution_state_table_fields = [
-    "commit.sha",
-    "execution.version",
-    "commit.date_utc",
-    "commit.html_url",
-    "commit.message",
-    "execution.date_utc",
-    "execution.status",
-    "execution.input_parameters.align",
-    "execution.input_parameters.kir",
-    "execution.input_parameters.limit",
-    "execution.input_parameters.mem_profile",
-    "repository.name",
-    "repository.owner",
-    "repository.url",
-    "created_utc",
-    "updated_utc",
-]
-
-session = boto3.Session(region_name="us-east-1")
-
-app = AppConfig(
-    ssm_mapping=app_config_layer_mapping["ssm"],
-    # secrets_mapping=app_config_layer_mapping["secretsmanager"],
+# execution_state_table_fields = [
+#     "commit.sha",
+#     "execution.version",
+#     "commit.date_utc",
+#     "commit.html_url",
+#     "commit.message",
+#     "execution.date_utc",
+#     "execution.status",
+#     "execution.input_parameters.align",
+#     "execution.input_parameters.kir",
+#     "execution.input_parameters.limit",
+#     "execution.input_parameters.mem_profile",
+#     "repository.name",
+#     "repository.owner",
+#     "repository.url",
+#     "created_utc",
+#     "updated_utc",
+# ]
+
+# session = boto3.Session(region_name="us-east-1")
+
+pipeline = AppConfig(
+    ssm_paths=pipeline_mapping["ssm"],
+    secrets_paths=pipeline_mapping["secretsmanager"],
     # boto3_session=session
 )
 
-# ssm param
-try:
-    app.params.pipeline.data_bucket_name
-except AttributeError:
-    app.params.infra.data_bucket_name
-
-# secret
-try:
-    app.secrets.infra.git_hub_personal_access_token
-except AttributeError:
-    app.secrets.pipeline.git_hub_personal_access_token
-print(app.env)
+print(pipeline.params.map)
+# print(pipeline.params.github_source_repository)
 
 # TODO implement AppConfigLayerMapping and test
-# TODO add functionality for custom defined paths that differ from the default (to be able to use shared resource params like `github-token`) 
\ No newline at end of file
+# Notes
+# Maintains least-privileged permissions to parameters and secrets
+# minimize configuration
+# immediate access to available paramters and secrets
\ No newline at end of file

From 9f1bc41512c6a6ba7c638486a36b9df9c00b0c6b Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 2 Jul 2023 11:24:42 -0700
Subject: [PATCH 081/367] use mapping path parameter to retrieve parameter
 names

---
 .../gfe_db_models/gfedbmodels/constants.py    | 122 ++++++++++--------
 gfe-db/pipeline/template.yaml                 |  58 ++++++++-
 2 files changed, 126 insertions(+), 54 deletions(-)

diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py
index c05a7579..7d33acc0 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py
@@ -1,6 +1,6 @@
 import os
 import logging
-from typing import Union, Literal
+from typing import Union, Tuple
 from dataclasses import dataclass
 from functools import lru_cache
 import re
@@ -16,49 +16,49 @@
 APP_NAME = os.environ["APP_NAME"]
 STAGE = os.environ["STAGE"]
 
-# TODO send to CloudFormation and retrieve all with SSM Parameter "AppConfigLayerMapping"
-infra_mapping = {
-    "ssm": [
-            f"/{APP_NAME}/{STAGE}/{AWS_REGION}/VpcID",
-            f"/{APP_NAME}/{STAGE}/{AWS_REGION}/PublicSubnetID",
-            f"/{APP_NAME}/{STAGE}/{AWS_REGION}/DataBucketName",
-            f"/{APP_NAME}/{STAGE}/{AWS_REGION}/DataBucketArn",
-            f"/{APP_NAME}/{STAGE}/{AWS_REGION}/DataBucketRegionalDomainName",
-            f"/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jDatabaseEndpoint",
-            f"/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jDatabaseEndpointAllocationId",
-            f"/{APP_NAME}/{STAGE}/{AWS_REGION}/DataPipelineErrorsTopicArn",
-        ]
-}
-
-pipeline_mapping = {
-    "ssm": [
-        f"/{APP_NAME}/{STAGE}/{AWS_REGION}/GithubSourceRepository",
-        f"/{APP_NAME}/{STAGE}/{AWS_REGION}/GitHubPersonalAccessToken",
-        f"/{APP_NAME}/{STAGE}/{AWS_REGION}/ExecutionStateTableName",
-        f"/{APP_NAME}/{STAGE}/{AWS_REGION}/BuildJobQueueArn",
-        f"/{APP_NAME}/{STAGE}/{AWS_REGION}/BuildServiceRepositoryName",
-        f"/{APP_NAME}/{STAGE}/{AWS_REGION}/GfeDbProcessingQueueUrl",
-        f"/{APP_NAME}/{STAGE}/{AWS_REGION}/GfeDbExecutionResultTopicArn",
-        f"/{APP_NAME}/{STAGE}/{AWS_REGION}/LoadReleaseActivityArn",
-        f"/{APP_NAME}/{STAGE}/{AWS_REGION}/UpdatePipelineStateMachineArn",
-        f"/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jLoadQueryDocumentName",
-        f"/{APP_NAME}/{STAGE}/{AWS_REGION}/DatabaseSyncScriptsDocumentName",
-    ],
-    "secretsmanager": [
-        f"/{APP_NAME}/{STAGE}/{AWS_REGION}/GitHubPersonalAccessToken"
-    ],
-}
-
-database_mapping = {
-    "ssm": [
-        f"/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jCredentialsSecretArn",
-        f"/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jDatabaseSecurityGroupName",
-        f"/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jDatabaseInstanceId",
-    ],
-    "secretsmanager":  [
-        f"/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jCredentials"
-    ]
-}
+# # TODO send to CloudFormation and retrieve all with SSM Parameter "AppConfigLayerMapping"
+# infra_mapping = {
+#     "ssm": [
+#             f"/{APP_NAME}/{STAGE}/{AWS_REGION}/VpcID",
+#             f"/{APP_NAME}/{STAGE}/{AWS_REGION}/PublicSubnetID",
+#             f"/{APP_NAME}/{STAGE}/{AWS_REGION}/DataBucketName",
+#             f"/{APP_NAME}/{STAGE}/{AWS_REGION}/DataBucketArn",
+#             f"/{APP_NAME}/{STAGE}/{AWS_REGION}/DataBucketRegionalDomainName",
+#             f"/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jDatabaseEndpoint",
+#             f"/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jDatabaseEndpointAllocationId",
+#             f"/{APP_NAME}/{STAGE}/{AWS_REGION}/DataPipelineErrorsTopicArn",
+#         ]
+# }
+
+# pipeline_mapping = {
+#     "ssm": [
+#         f"/{APP_NAME}/{STAGE}/{AWS_REGION}/GithubSourceRepository",
+#         f"/{APP_NAME}/{STAGE}/{AWS_REGION}/GitHubPersonalAccessToken",
+#         f"/{APP_NAME}/{STAGE}/{AWS_REGION}/ExecutionStateTableName",
+#         f"/{APP_NAME}/{STAGE}/{AWS_REGION}/BuildJobQueueArn",
+#         f"/{APP_NAME}/{STAGE}/{AWS_REGION}/BuildServiceRepositoryName",
+#         f"/{APP_NAME}/{STAGE}/{AWS_REGION}/GfeDbProcessingQueueUrl",
+#         f"/{APP_NAME}/{STAGE}/{AWS_REGION}/GfeDbExecutionResultTopicArn",
+#         f"/{APP_NAME}/{STAGE}/{AWS_REGION}/LoadReleaseActivityArn",
+#         f"/{APP_NAME}/{STAGE}/{AWS_REGION}/UpdatePipelineStateMachineArn",
+#         f"/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jLoadQueryDocumentName",
+#         f"/{APP_NAME}/{STAGE}/{AWS_REGION}/DatabaseSyncScriptsDocumentName",
+#     ],
+#     "secretsmanager": [
+#         f"/{APP_NAME}/{STAGE}/{AWS_REGION}/GitHubPersonalAccessToken"
+#     ],
+# }
+
+# database_mapping = {
+#     "ssm": [
+#         f"/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jCredentialsSecretArn",
+#         f"/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jDatabaseSecurityGroupName",
+#         f"/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jDatabaseInstanceId",
+#     ],
+#     "secretsmanager":  [
+#         f"/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jCredentials"
+#     ]
+# }
 
 
 def camel_to_snake(name):
@@ -186,19 +186,26 @@ class AppConfig:
 
     def __init__(
         self,
+        mapping_path: str = None,
         ssm_paths: dict = None,
         secrets_paths: dict = None,
         path_separator: str = "/",
         boto3_session=None,
         region_name: str = None,
     ) -> None:
-        self.services, self.mappings = self._build_mappings(
-            ssm_paths=ssm_paths, 
-            secrets_paths=secrets_paths,
+        self.mapping_path = mapping_path
+        self.session = SessionManager(boto3_session, region_name)
+        self.session.get_client("ssm")
+    
+        self.ssm_paths, self.secrets_paths = \
+            self._load_service_mappings() if mapping_path else \
+            (ssm_paths, secrets_paths)
+        
+        self.services, self.mappings = self._build_attr_mappings(
+            ssm_paths=self.ssm_paths, 
+            secrets_paths=self.secrets_paths,
             path_separator=path_separator,
         )
-        self.session = SessionManager(boto3_session, region_name)
-
         for service in self.services:
             setattr(self.session.clients, service, self.session.get_client(service))
             setattr(
@@ -211,8 +218,14 @@ def __init__(
                 )
             )
 
+    def _load_service_mappings(self) -> Tuple[dict, dict]:
+        service_mappings = json.loads(self.session.clients.ssm.get_parameter(
+            Name=self.mapping_path,
+        )["Parameter"]["Value"])
+        return service_mappings.get("ssm", None), service_mappings.get("secretsmanager", None)
+
     @staticmethod
-    def _build_mappings(**kwargs):
+    def _build_attr_mappings(**kwargs):
         collections = {
             k: v
             for k, v in {
@@ -253,10 +266,15 @@ def _build_mappings(**kwargs):
 # ]
 
 # session = boto3.Session(region_name="us-east-1")
+# ssm = session.client("ssm")
+# pipeline_mapping = json.loads(ssm.get_parameter(
+#     Name=f"/{APP_NAME}/{STAGE}/{AWS_REGION}/GfedbPipelineParamMappings",
+# )["Parameter"]["Value"])
 
 pipeline = AppConfig(
-    ssm_paths=pipeline_mapping["ssm"],
-    secrets_paths=pipeline_mapping["secretsmanager"],
+    mapping_path=f"/{APP_NAME}/{STAGE}/{AWS_REGION}/GfedbPipelineParamMappings",
+    # ssm_paths=pipeline_mapping["ssm"],
+    # secrets_paths=pipeline_mapping["secretsmanager"],
     # boto3_session=session
 )
 
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 9339ee44..84f28f59 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -106,13 +106,40 @@ Resources:
       #   ReadCapacityUnits: 2
       #   WriteCapacityUnits: 2
 
-  ExecutionStateTableName:
+  ExecutionStateTableNameParameter:
     Type: AWS::SSM::Parameter
     Properties:
       Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/ExecutionStateTableName'
       Type: String
       Value: !Ref ExecutionStateTable
 
+  ExecutionStateTableFieldsParameter:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Type: String
+      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/ExecutionStateTableFields'
+      Description: !Sub 'Selected fields for ${Stage}-${AppName} execution state table'
+      Tier: Standard
+      Value: !Sub |
+        [
+            "commit.sha",
+            "execution.version",
+            "commit.date_utc",
+            "commit.html_url",
+            "commit.message",
+            "execution.date_utc",
+            "execution.status",
+            "execution.input_parameters.align",
+            "execution.input_parameters.kir",
+            "execution.input_parameters.limit",
+            "execution.input_parameters.mem_profile",
+            "repository.name",
+            "repository.owner",
+            "repository.url",
+            "created_utc",
+            "updated_utc",
+        ]
+
   BuildServerSG:
     Type: AWS::EC2::SecurityGroup
     Properties:
@@ -999,4 +1026,31 @@ Resources:
       Type: String
       Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/DatabaseSyncScriptsDocumentName'
       Description: "Name of SSM document for syncing shell scripts to the database"
-      Value: !Ref DatabaseSyncScriptsDocument
\ No newline at end of file
+      Value: !Ref DatabaseSyncScriptsDocument
+
+  GfedbPipelineParamMappingsParameter:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Type: String
+      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/GfedbPipelineParamMappings'
+      Description: !Sub 'SSM Parameter and SecretsManager parameter paths for ${AppName} pipeline layer'
+      Tier: Standard
+      Value: !Sub |
+        {
+          "ssm": [
+              "/${AppName}/${Stage}/${AWS::Region}/GithubSourceRepository",
+              "/${AppName}/${Stage}/${AWS::Region}/GitHubPersonalAccessToken",
+              "/${AppName}/${Stage}/${AWS::Region}/ExecutionStateTableName",
+              "/${AppName}/${Stage}/${AWS::Region}/BuildJobQueueArn",
+              "/${AppName}/${Stage}/${AWS::Region}/BuildServiceRepositoryName",
+              "/${AppName}/${Stage}/${AWS::Region}/GfeDbProcessingQueueUrl",
+              "/${AppName}/${Stage}/${AWS::Region}/GfeDbExecutionResultTopicArn",
+              "/${AppName}/${Stage}/${AWS::Region}/LoadReleaseActivityArn",
+              "/${AppName}/${Stage}/${AWS::Region}/UpdatePipelineStateMachineArn",
+              "/${AppName}/${Stage}/${AWS::Region}/Neo4jLoadQueryDocumentName",
+              "/${AppName}/${Stage}/${AWS::Region}/DatabaseSyncScriptsDocumentName"
+          ],
+          "secretsmanager": [
+              "/${AppName}/${Stage}/${AWS::Region}/GitHubPersonalAccessToken"
+          ]
+        }
\ No newline at end of file

From c17910ff5548d1849bd6e3ff84245fd73b7e13ee Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 2 Jul 2023 14:46:16 -0700
Subject: [PATCH 082/367] refactor module into aws-parameters layer and restore
 constants

---
 .../aws_parameters/awsparameters/__init__.py  |   1 +
 .../aws_parameters/awsparameters/manager.py   | 215 +++++++++++++
 .../aws_parameters/requirements.txt           |   1 +
 .../gfe_db_models/gfedbmodels/constants.py    | 302 ++----------------
 gfe-db/pipeline/template.yaml                 |   2 +-
 5 files changed, 250 insertions(+), 271 deletions(-)
 create mode 100644 gfe-db/pipeline/lambda_layers/aws_parameters/awsparameters/__init__.py
 create mode 100644 gfe-db/pipeline/lambda_layers/aws_parameters/awsparameters/manager.py
 create mode 100644 gfe-db/pipeline/lambda_layers/aws_parameters/requirements.txt

diff --git a/gfe-db/pipeline/lambda_layers/aws_parameters/awsparameters/__init__.py b/gfe-db/pipeline/lambda_layers/aws_parameters/awsparameters/__init__.py
new file mode 100644
index 00000000..f3a44843
--- /dev/null
+++ b/gfe-db/pipeline/lambda_layers/aws_parameters/awsparameters/__init__.py
@@ -0,0 +1 @@
+from .manager import AppConfig
\ No newline at end of file
diff --git a/gfe-db/pipeline/lambda_layers/aws_parameters/awsparameters/manager.py b/gfe-db/pipeline/lambda_layers/aws_parameters/awsparameters/manager.py
new file mode 100644
index 00000000..64b49094
--- /dev/null
+++ b/gfe-db/pipeline/lambda_layers/aws_parameters/awsparameters/manager.py
@@ -0,0 +1,215 @@
+import os
+import logging
+from typing import Union, Tuple
+from dataclasses import dataclass
+from functools import lru_cache
+import re
+import json
+from typing import Any
+import boto3
+
+# Logging
+logger = logging.getLogger(__name__)
+logger.setLevel(logging.INFO)
+
+AWS_REGION = os.environ["AWS_REGION"]
+APP_NAME = os.environ["APP_NAME"]
+STAGE = os.environ["STAGE"]
+
+def camel_to_snake(name):
+    name = re.sub("(.)([A-Z][a-z]+)", r"\1_\2", name)
+    return re.sub("([a-z0-9])([A-Z])", r"\1_\2", name).lower()
+
+
+@lru_cache
+def get_parameter_value(ssm_client, parameter_path: str) -> str:
+    logger.info(f"Getting parameter {parameter_path}")
+    return ssm_client.get_parameter(Name=parameter_path)["Parameter"]["Value"]
+
+
+@lru_cache
+def get_secret_value(secretsmanager_client, secret_id: str) -> str:
+    return secretsmanager_client.get_secret_value(SecretId=secret_id)["SecretString"]
+
+
+@dataclass
+class JsonModel:
+    __slots__ = "__dict__"
+
+    def __init__(self, **kwargs):
+        for key, value in kwargs.items():
+            setattr(self, key, value)
+
+    def __str__(self) -> str:
+        return json.dumps(self.__dict__)
+
+    def __repr__(self) -> str:
+        return self.__dict__()
+
+    def __getitem__(self, key):
+        return getattr(self, key)
+
+    def __setitem__(self, key, value):
+        setattr(self, key, value)
+
+
+class SessionManager:
+    def __init__(self, boto3_session=None, region_name: str = None) -> None:
+        self.session = boto3_session or boto3.Session(region_name=region_name)
+        self.clients = JsonModel()  # Cache for clients
+        self.resources = JsonModel()  # Cache for resources
+
+    def get_client(self, service_name: str):
+        if not hasattr(self.clients, service_name):
+            setattr(self.clients, service_name, self.session.client(service_name))
+        return getattr(self.clients, service_name)
+
+    def get_resource(self, service_name: str):
+        if not hasattr(self.resources, service_name):
+            setattr(self.resources, service_name, self.session.resource(service_name))
+        return getattr(self.resources, service_name)
+
+    def __getattr__(self, name):
+        return getattr(self.session, name)
+
+
+class ConfigManager(JsonModel):
+    def __init__(self, **kwargs) -> None:
+        self._service = kwargs["service"]
+        self._attr_map = kwargs["attr_map"]
+        self._client = kwargs["client"]
+
+    def __getattr__(self, name: str) -> Union[str, dict, list, int, float, bool]:
+        """Fetches and caches values from SSM Parameter Store or Secrets Manager. Will not fetch the same value twice.
+
+        Args:
+            name (str): Name of the parameter or secret to fetch
+
+        Raises:
+            ValueError: Bad value for service type
+            AttributeError: Parameter or secret not found
+
+        Returns:
+            Union[str, dict, list, int, float, bool]: Value of the parameter or secret
+        """
+        if name in self._attr_map.keys() and name not in self.__dict__.keys():
+            if self._service == "ssm":
+                value = get_parameter_value(
+                    self._client, self._attr_map[name]
+                )
+            elif self._service == "secretsmanager":
+                value = get_secret_value(
+                    self._client, self._attr_map[name]
+                )
+            else:
+                raise ValueError(
+                    f"Service {self._service} not supported, must be one of 'ssm' or 'secretsmanager'"
+                )
+
+            # detect json
+            try:
+                value = json.loads(value)
+            except json.JSONDecodeError:
+                pass
+
+            setattr(self, name, value)
+            return value
+        else:
+            raise AttributeError(f"Could not find '{name}' in {self._service} mapping")
+
+    def __str__(self) -> str:
+        return json.dumps({k: v for k, v in self.__dict__.items() if k != "_client"})
+
+
+class AppConfig:
+    """Class to manage the configuration of the application using SSM Parameter Store and Secrets Manager.
+
+    Usage:
+        >>> config = AppConfig(ssm_mapping=ssm_mapping, secrets_mapping=secrets_mapping)
+        >>> # Show application environment variables
+        >>> config.env
+        >>> # Fetch a parameter
+        >>> config.pipeline.github_source_repository
+        >>> # Fetch a secret
+        >>> config.database.neo4j_credentials
+
+    Args:
+        ssm_mapping (dict, optional): Mapping of parameter names to their path in SSM Parameter Store. Defaults to None.
+        secrets_mapping (dict, optional): Mapping of secret names to their path in Secrets Manager. Defaults to None.
+        boto3_session ([type], optional): Boto3 session to use. Defaults to None.
+    """
+
+    def __init__(
+        self,
+        mapping_path: str = None,
+        path_separator: str = "/",
+        boto3_session=None,
+        region_name: str = None,
+        **kwargs,
+    ) -> None:
+        self.mapping_path = mapping_path
+        self.session = SessionManager(boto3_session, region_name)
+        self.session.get_client("ssm")
+    
+        self.ssm_paths, self.secrets_paths = \
+            self._load_service_mappings() if mapping_path else \
+            (kwargs["ssm_paths"], kwargs["secrets_paths"])
+        
+        self.services, self._attr_map = self._build_attr_mappings(
+            ssm_paths=self.ssm_paths, 
+            secrets_paths=self.secrets_paths,
+            path_separator=path_separator,
+        )
+        for service in self.services:
+            setattr(self.session.clients, service, self.session.get_client(service))
+            setattr(
+                self,
+                "params" if service == "ssm" else "secrets",
+                ConfigManager(
+                    service=service,
+                    attr_map=self._attr_map[service],
+                    client=self.session.clients[service],
+                )
+            )
+
+    def _load_service_mappings(self) -> Tuple[dict, dict]:
+        service_mappings = json.loads(self.session.clients.ssm.get_parameter(
+            Name=self.mapping_path,
+        )["Parameter"]["Value"])
+        return service_mappings.get("ssm", None), service_mappings.get("secretsmanager", None)
+
+    @staticmethod
+    def _build_attr_mappings(**kwargs):
+        collections = {
+            k: v
+            for k, v in {
+                "ssm": kwargs.get("ssm_paths"),
+                "secretsmanager": kwargs.get("secrets_paths"),
+            }.items()
+            if v is not None
+        }
+        services = list(collections.keys())
+        mappings = {}
+        for name, mapping in collections.items():
+            mappings[name] = \
+            {
+                camel_to_snake(item.split(kwargs.get("path_separator"))[-1]): item for item in mapping
+            }
+        return services, mappings
+
+    @property
+    def map(self):
+        return self._attr_map
+
+# pipeline = AppConfig(
+#     mapping_path=f"/{APP_NAME}/{STAGE}/{AWS_REGION}/GfedbPipelineParamMappings",
+# )
+
+# print(pipeline.params.map)
+# # print(pipeline.params.github_source_repository)
+
+# TODO implement AppConfigLayerMapping and test
+# Notes
+# Maintains least-privileged permissions to parameters and secrets
+# minimize configuration
+# immediate access to available paramters and secrets
\ No newline at end of file
diff --git a/gfe-db/pipeline/lambda_layers/aws_parameters/requirements.txt b/gfe-db/pipeline/lambda_layers/aws_parameters/requirements.txt
new file mode 100644
index 00000000..1db657b6
--- /dev/null
+++ b/gfe-db/pipeline/lambda_layers/aws_parameters/requirements.txt
@@ -0,0 +1 @@
+boto3
\ No newline at end of file
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py
index 7d33acc0..5283a696 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py
@@ -1,288 +1,50 @@
 import os
 import logging
-from typing import Union, Tuple
-from dataclasses import dataclass
-from functools import lru_cache
-import re
 import json
-from typing import Any
 import boto3
 
 # Logging
 logger = logging.getLogger(__name__)
 logger.setLevel(logging.INFO)
 
-AWS_REGION = os.environ["AWS_REGION"]
-APP_NAME = os.environ["APP_NAME"]
-STAGE = os.environ["STAGE"]
+# Environment variables
+AWS_REGION = os.environ["AWS_REGION"] 
 
-# # TODO send to CloudFormation and retrieve all with SSM Parameter "AppConfigLayerMapping"
-# infra_mapping = {
-#     "ssm": [
-#             f"/{APP_NAME}/{STAGE}/{AWS_REGION}/VpcID",
-#             f"/{APP_NAME}/{STAGE}/{AWS_REGION}/PublicSubnetID",
-#             f"/{APP_NAME}/{STAGE}/{AWS_REGION}/DataBucketName",
-#             f"/{APP_NAME}/{STAGE}/{AWS_REGION}/DataBucketArn",
-#             f"/{APP_NAME}/{STAGE}/{AWS_REGION}/DataBucketRegionalDomainName",
-#             f"/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jDatabaseEndpoint",
-#             f"/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jDatabaseEndpointAllocationId",
-#             f"/{APP_NAME}/{STAGE}/{AWS_REGION}/DataPipelineErrorsTopicArn",
-#         ]
-# }
+# AWS clients
+session = boto3.Session(region_name=AWS_REGION)
+ssm = session.client("ssm")
+dynamodb = session.resource("dynamodb", region_name=AWS_REGION)
+sqs = session.client("sqs", region_name=AWS_REGION)
+secretsmanager = session.client("secretsmanager", region_name=AWS_REGION)
 
-# pipeline_mapping = {
-#     "ssm": [
-#         f"/{APP_NAME}/{STAGE}/{AWS_REGION}/GithubSourceRepository",
-#         f"/{APP_NAME}/{STAGE}/{AWS_REGION}/GitHubPersonalAccessToken",
-#         f"/{APP_NAME}/{STAGE}/{AWS_REGION}/ExecutionStateTableName",
-#         f"/{APP_NAME}/{STAGE}/{AWS_REGION}/BuildJobQueueArn",
-#         f"/{APP_NAME}/{STAGE}/{AWS_REGION}/BuildServiceRepositoryName",
-#         f"/{APP_NAME}/{STAGE}/{AWS_REGION}/GfeDbProcessingQueueUrl",
-#         f"/{APP_NAME}/{STAGE}/{AWS_REGION}/GfeDbExecutionResultTopicArn",
-#         f"/{APP_NAME}/{STAGE}/{AWS_REGION}/LoadReleaseActivityArn",
-#         f"/{APP_NAME}/{STAGE}/{AWS_REGION}/UpdatePipelineStateMachineArn",
-#         f"/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jLoadQueryDocumentName",
-#         f"/{APP_NAME}/{STAGE}/{AWS_REGION}/DatabaseSyncScriptsDocumentName",
-#     ],
-#     "secretsmanager": [
-#         f"/{APP_NAME}/{STAGE}/{AWS_REGION}/GitHubPersonalAccessToken"
-#     ],
-# }
+GITHUB_PERSONAL_ACCESS_TOKEN = secretsmanager.get_secret_value(
+    SecretId=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/GitHubPersonalAccessToken'
+)["SecretString"]
 
-# database_mapping = {
-#     "ssm": [
-#         f"/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jCredentialsSecretArn",
-#         f"/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jDatabaseSecurityGroupName",
-#         f"/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jDatabaseInstanceId",
-#     ],
-#     "secretsmanager":  [
-#         f"/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jCredentials"
-#     ]
-# }
+# Get SSM Parameters
+github_source_repository = json.loads(ssm.get_parameter(
+    Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/GithubSourceRepository'
+)["Parameter"]["Value"])
+GITHUB_REPOSITORY_OWNER = github_source_repository["owner"]
+GITHUB_REPOSITORY_NAME = github_source_repository["name"]
 
+execution_state_table_name = ssm.get_parameter(
+    Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/ExecutionStateTableName'
+)["Parameter"]["Value"]
 
-def camel_to_snake(name):
-    name = re.sub("(.)([A-Z][a-z]+)", r"\1_\2", name)
-    return re.sub("([a-z0-9])([A-Z])", r"\1_\2", name).lower()
+# state_machine_arn = ssm.get_parameter(
+#     Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/UpdatePipelineArn'
+# )["Parameter"]["Value"]
 
+data_bucket_name = ssm.get_parameter(
+    Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/DataBucketName'
+)["Parameter"]["Value"]
 
-@lru_cache
-def get_parameter_value(ssm_client, parameter_path: str) -> str:
-    logger.info(f"Getting parameter {parameter_path}")
-    return ssm_client.get_parameter(Name=parameter_path)["Parameter"]["Value"]
+gfedb_processing_queue_url = ssm.get_parameter(
+    Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/GfeDbProcessingQueueUrl'
+)["Parameter"]["Value"]
 
-
-@lru_cache
-def get_secret_value(secretsmanager_client, secret_id: str) -> str:
-    return secretsmanager_client.get_secret_value(SecretId=secret_id)["SecretString"]
-
-
-@dataclass
-class JsonModel:
-    __slots__ = "__dict__"
-
-    def __init__(self, **kwargs):
-        for key, value in kwargs.items():
-            setattr(self, key, value)
-
-    def __str__(self) -> str:
-        return json.dumps(self.__dict__)
-
-    def __repr__(self) -> str:
-        return self.__dict__()
-
-    def __getitem__(self, key):
-        return getattr(self, key)
-
-    def __setitem__(self, key, value):
-        setattr(self, key, value)
-
-
-class SessionManager:
-    def __init__(self, boto3_session=None, region_name: str = None) -> None:
-        self.session = boto3_session or boto3.Session(region_name=region_name)
-        self.clients = JsonModel()  # Cache for clients
-        self.resources = JsonModel()  # Cache for resources
-
-    def get_client(self, service_name: str):
-        if not hasattr(self.clients, service_name):
-            setattr(self.clients, service_name, self.session.client(service_name))
-        return getattr(self.clients, service_name)
-
-    def get_resource(self, service_name: str):
-        if not hasattr(self.resources, service_name):
-            setattr(self.resources, service_name, self.session.resource(service_name))
-        return getattr(self.resources, service_name)
-
-    def __getattr__(self, name):
-        return getattr(self.session, name)
-
-
-class ConfigManager(JsonModel):
-    def __init__(self, **kwargs) -> None:
-        self._service = kwargs["service"]
-        self.map = kwargs["mapping"]
-        self._client = kwargs["client"]
-
-    def __getattr__(self, name: str) -> Union[str, dict, list, int, float, bool]:
-        """Fetches and caches values from SSM Parameter Store or Secrets Manager. Will not fetch the same value twice.
-
-        Args:
-            name (str): Name of the parameter or secret to fetch
-
-        Raises:
-            ValueError: Bad value for service type
-            AttributeError: Parameter or secret not found
-
-        Returns:
-            Union[str, dict, list, int, float, bool]: Value of the parameter or secret
-        """
-        if name in self.map.keys() and name not in self.__dict__.keys():
-            if self._service == "ssm":
-                value = get_parameter_value(
-                    self._client, self.map[name]
-                )
-            elif self._service == "secretsmanager":
-                value = get_secret_value(
-                    self._client, self.map[name]
-                )
-            else:
-                raise ValueError(
-                    f"Service {self._service} not supported, must be one of 'ssm' or 'secretsmanager'"
-                )
-
-            # detect json
-            try:
-                value = json.loads(value)
-            except json.JSONDecodeError:
-                pass
-
-            setattr(self, name, value)
-            return value
-        else:
-            raise AttributeError(f"Could not find '{name}' in {self._service} mapping")
-
-    def __str__(self) -> str:
-        return json.dumps({k: v for k, v in self.__dict__.items() if k != "_client"})
-
-
-class AppConfig:
-    """Class to manage the configuration of the application using SSM Parameter Store and Secrets Manager.
-
-    Usage:
-        >>> config = AppConfig(ssm_mapping=ssm_mapping, secrets_mapping=secrets_mapping)
-        >>> # Show application environment variables
-        >>> config.env
-        >>> # Fetch a parameter
-        >>> config.pipeline.github_source_repository
-        >>> # Fetch a secret
-        >>> config.database.neo4j_credentials
-
-    Args:
-        ssm_mapping (dict, optional): Mapping of parameter names to their path in SSM Parameter Store. Defaults to None.
-        secrets_mapping (dict, optional): Mapping of secret names to their path in Secrets Manager. Defaults to None.
-        boto3_session ([type], optional): Boto3 session to use. Defaults to None.
-    """
-
-    def __init__(
-        self,
-        mapping_path: str = None,
-        ssm_paths: dict = None,
-        secrets_paths: dict = None,
-        path_separator: str = "/",
-        boto3_session=None,
-        region_name: str = None,
-    ) -> None:
-        self.mapping_path = mapping_path
-        self.session = SessionManager(boto3_session, region_name)
-        self.session.get_client("ssm")
-    
-        self.ssm_paths, self.secrets_paths = \
-            self._load_service_mappings() if mapping_path else \
-            (ssm_paths, secrets_paths)
-        
-        self.services, self.mappings = self._build_attr_mappings(
-            ssm_paths=self.ssm_paths, 
-            secrets_paths=self.secrets_paths,
-            path_separator=path_separator,
-        )
-        for service in self.services:
-            setattr(self.session.clients, service, self.session.get_client(service))
-            setattr(
-                self,
-                "params" if service == "ssm" else "secrets",
-                ConfigManager(
-                    service=service,
-                    mapping=self.mappings[service],
-                    client=self.session.clients[service],
-                )
-            )
-
-    def _load_service_mappings(self) -> Tuple[dict, dict]:
-        service_mappings = json.loads(self.session.clients.ssm.get_parameter(
-            Name=self.mapping_path,
-        )["Parameter"]["Value"])
-        return service_mappings.get("ssm", None), service_mappings.get("secretsmanager", None)
-
-    @staticmethod
-    def _build_attr_mappings(**kwargs):
-        collections = {
-            k: v
-            for k, v in {
-                "ssm": kwargs.get("ssm_paths"),
-                "secretsmanager": kwargs.get("secrets_paths"),
-            }.items()
-            if v is not None
-        }
-        services = list(collections.keys())
-        mappings = {}
-        for name, mapping in collections.items():
-            mappings[name] = \
-            {
-                camel_to_snake(item.split(kwargs.get("path_separator"))[-1]): item for item in mapping
-            }
-        return services, mappings
-
-
-# TODO move to CloudFormation
 # list of fields to be used in the execution state table
-# execution_state_table_fields = [
-#     "commit.sha",
-#     "execution.version",
-#     "commit.date_utc",
-#     "commit.html_url",
-#     "commit.message",
-#     "execution.date_utc",
-#     "execution.status",
-#     "execution.input_parameters.align",
-#     "execution.input_parameters.kir",
-#     "execution.input_parameters.limit",
-#     "execution.input_parameters.mem_profile",
-#     "repository.name",
-#     "repository.owner",
-#     "repository.url",
-#     "created_utc",
-#     "updated_utc",
-# ]
-
-# session = boto3.Session(region_name="us-east-1")
-# ssm = session.client("ssm")
-# pipeline_mapping = json.loads(ssm.get_parameter(
-#     Name=f"/{APP_NAME}/{STAGE}/{AWS_REGION}/GfedbPipelineParamMappings",
-# )["Parameter"]["Value"])
-
-pipeline = AppConfig(
-    mapping_path=f"/{APP_NAME}/{STAGE}/{AWS_REGION}/GfedbPipelineParamMappings",
-    # ssm_paths=pipeline_mapping["ssm"],
-    # secrets_paths=pipeline_mapping["secretsmanager"],
-    # boto3_session=session
-)
-
-print(pipeline.params.map)
-# print(pipeline.params.github_source_repository)
-
-# TODO implement AppConfigLayerMapping and test
-# Notes
-# Maintains least-privileged permissions to parameters and secrets
-# minimize configuration
-# immediate access to available paramters and secrets
\ No newline at end of file
+execution_state_table_fields = json.loads(ssm.get_parameter(
+    Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/ExecutionStateTableFields'
+)["Parameter"]["Value"])
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 84f28f59..5e018fb0 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -137,7 +137,7 @@ Resources:
             "repository.owner",
             "repository.url",
             "created_utc",
-            "updated_utc",
+            "updated_utc"
         ]
 
   BuildServerSG:

From 57bc06ec6d468270cf76fc67165dcf07624b060f Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 2 Jul 2023 15:44:27 -0700
Subject: [PATCH 083/367] add list method for config manager

---
 .../aws_parameters/awsparameters/manager.py   | 59 +++++++++++++------
 1 file changed, 41 insertions(+), 18 deletions(-)

diff --git a/gfe-db/pipeline/lambda_layers/aws_parameters/awsparameters/manager.py b/gfe-db/pipeline/lambda_layers/aws_parameters/awsparameters/manager.py
index 64b49094..5e80044d 100644
--- a/gfe-db/pipeline/lambda_layers/aws_parameters/awsparameters/manager.py
+++ b/gfe-db/pipeline/lambda_layers/aws_parameters/awsparameters/manager.py
@@ -54,20 +54,35 @@ def __setitem__(self, key, value):
 
 
 class SessionManager:
-    def __init__(self, boto3_session=None, region_name: str = None) -> None:
+    def __init__(self, 
+            boto3_session=None, 
+            region_name: str = None, 
+            **kwargs
+    ) -> None:
         self.session = boto3_session or boto3.Session(region_name=region_name)
-        self.clients = JsonModel()  # Cache for clients
-        self.resources = JsonModel()  # Cache for resources
+        self.clients = {}  # Cache for clients
+        self.resources = {}  # Cache for resources
+        self._init_clients_or_resources(**kwargs)
+
+    def _init_clients_or_resources(self, **kwargs):
+        """Initializes clients and resources from the boto3 session when created"""
+
+        if "get_clients" in kwargs:
+            for service in kwargs["get_clients"]:
+                self.get_client(service)
+        if "get_resources" in kwargs:
+            for service in kwargs["get_resources"]:
+                self.get_resource(service)
 
     def get_client(self, service_name: str):
-        if not hasattr(self.clients, service_name):
-            setattr(self.clients, service_name, self.session.client(service_name))
-        return getattr(self.clients, service_name)
+        if service_name not in self.clients:
+            self.clients[service_name] = self.session.client(service_name)
+        return self.clients[service_name]
 
     def get_resource(self, service_name: str):
-        if not hasattr(self.resources, service_name):
-            setattr(self.resources, service_name, self.session.resource(service_name))
-        return getattr(self.resources, service_name)
+        if service_name not in self.resources:
+            self.resources[service_name] = self.session.resource(service_name)
+        return self.resources[service_name]
 
     def __getattr__(self, name):
         return getattr(self.session, name)
@@ -117,6 +132,9 @@ def __getattr__(self, name: str) -> Union[str, dict, list, int, float, bool]:
         else:
             raise AttributeError(f"Could not find '{name}' in {self._service} mapping")
 
+    def list(self):
+        return list(self._attr_map.values())
+
     def __str__(self) -> str:
         return json.dumps({k: v for k, v in self.__dict__.items() if k != "_client"})
 
@@ -148,8 +166,10 @@ def __init__(
         **kwargs,
     ) -> None:
         self.mapping_path = mapping_path
-        self.session = SessionManager(boto3_session, region_name)
-        self.session.get_client("ssm")
+        self.session = SessionManager(
+            boto3_session,
+            region_name,
+            get_clients=["ssm"])
     
         self.ssm_paths, self.secrets_paths = \
             self._load_service_mappings() if mapping_path else \
@@ -161,7 +181,8 @@ def __init__(
             path_separator=path_separator,
         )
         for service in self.services:
-            setattr(self.session.clients, service, self.session.get_client(service))
+            if service not in self.session.clients:
+                self.session.get_client(service)
             setattr(
                 self,
                 "params" if service == "ssm" else "secrets",
@@ -173,7 +194,7 @@ def __init__(
             )
 
     def _load_service_mappings(self) -> Tuple[dict, dict]:
-        service_mappings = json.loads(self.session.clients.ssm.get_parameter(
+        service_mappings = json.loads(self.session.clients["ssm"].get_parameter(
             Name=self.mapping_path,
         )["Parameter"]["Value"])
         return service_mappings.get("ssm", None), service_mappings.get("secretsmanager", None)
@@ -201,12 +222,14 @@ def _build_attr_mappings(**kwargs):
     def map(self):
         return self._attr_map
 
-# pipeline = AppConfig(
-#     mapping_path=f"/{APP_NAME}/{STAGE}/{AWS_REGION}/GfedbPipelineParamMappings",
-# )
+session = boto3.Session(region_name=AWS_REGION)
+pipeline = AppConfig(
+    mapping_path=f"/{APP_NAME}/{STAGE}/{AWS_REGION}/GfedbPipelineParamMappings",
+    boto3_session=session,
+)
 
-# print(pipeline.params.map)
-# # print(pipeline.params.github_source_repository)
+print(pipeline.params.map)
+# print(pipeline.params.github_source_repository)
 
 # TODO implement AppConfigLayerMapping and test
 # Notes

From fd36989c76661571d67be4073107a78a7078f3f0 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Tue, 4 Jul 2023 10:00:14 -0700
Subject: [PATCH 084/367] add aws-parameters as external dependency; upgrade to
 Pydantic v2

---
 .../aws_parameters/awsparameters/__init__.py  |   1 -
 .../aws_parameters/awsparameters/manager.py   | 238 ------------------
 .../aws_parameters/requirements.txt           |   1 -
 .../gfe_db_models/requirements.txt            |   6 +-
 requirements-dev.txt                          |   4 +-
 5 files changed, 7 insertions(+), 243 deletions(-)
 delete mode 100644 gfe-db/pipeline/lambda_layers/aws_parameters/awsparameters/__init__.py
 delete mode 100644 gfe-db/pipeline/lambda_layers/aws_parameters/awsparameters/manager.py
 delete mode 100644 gfe-db/pipeline/lambda_layers/aws_parameters/requirements.txt

diff --git a/gfe-db/pipeline/lambda_layers/aws_parameters/awsparameters/__init__.py b/gfe-db/pipeline/lambda_layers/aws_parameters/awsparameters/__init__.py
deleted file mode 100644
index f3a44843..00000000
--- a/gfe-db/pipeline/lambda_layers/aws_parameters/awsparameters/__init__.py
+++ /dev/null
@@ -1 +0,0 @@
-from .manager import AppConfig
\ No newline at end of file
diff --git a/gfe-db/pipeline/lambda_layers/aws_parameters/awsparameters/manager.py b/gfe-db/pipeline/lambda_layers/aws_parameters/awsparameters/manager.py
deleted file mode 100644
index 5e80044d..00000000
--- a/gfe-db/pipeline/lambda_layers/aws_parameters/awsparameters/manager.py
+++ /dev/null
@@ -1,238 +0,0 @@
-import os
-import logging
-from typing import Union, Tuple
-from dataclasses import dataclass
-from functools import lru_cache
-import re
-import json
-from typing import Any
-import boto3
-
-# Logging
-logger = logging.getLogger(__name__)
-logger.setLevel(logging.INFO)
-
-AWS_REGION = os.environ["AWS_REGION"]
-APP_NAME = os.environ["APP_NAME"]
-STAGE = os.environ["STAGE"]
-
-def camel_to_snake(name):
-    name = re.sub("(.)([A-Z][a-z]+)", r"\1_\2", name)
-    return re.sub("([a-z0-9])([A-Z])", r"\1_\2", name).lower()
-
-
-@lru_cache
-def get_parameter_value(ssm_client, parameter_path: str) -> str:
-    logger.info(f"Getting parameter {parameter_path}")
-    return ssm_client.get_parameter(Name=parameter_path)["Parameter"]["Value"]
-
-
-@lru_cache
-def get_secret_value(secretsmanager_client, secret_id: str) -> str:
-    return secretsmanager_client.get_secret_value(SecretId=secret_id)["SecretString"]
-
-
-@dataclass
-class JsonModel:
-    __slots__ = "__dict__"
-
-    def __init__(self, **kwargs):
-        for key, value in kwargs.items():
-            setattr(self, key, value)
-
-    def __str__(self) -> str:
-        return json.dumps(self.__dict__)
-
-    def __repr__(self) -> str:
-        return self.__dict__()
-
-    def __getitem__(self, key):
-        return getattr(self, key)
-
-    def __setitem__(self, key, value):
-        setattr(self, key, value)
-
-
-class SessionManager:
-    def __init__(self, 
-            boto3_session=None, 
-            region_name: str = None, 
-            **kwargs
-    ) -> None:
-        self.session = boto3_session or boto3.Session(region_name=region_name)
-        self.clients = {}  # Cache for clients
-        self.resources = {}  # Cache for resources
-        self._init_clients_or_resources(**kwargs)
-
-    def _init_clients_or_resources(self, **kwargs):
-        """Initializes clients and resources from the boto3 session when created"""
-
-        if "get_clients" in kwargs:
-            for service in kwargs["get_clients"]:
-                self.get_client(service)
-        if "get_resources" in kwargs:
-            for service in kwargs["get_resources"]:
-                self.get_resource(service)
-
-    def get_client(self, service_name: str):
-        if service_name not in self.clients:
-            self.clients[service_name] = self.session.client(service_name)
-        return self.clients[service_name]
-
-    def get_resource(self, service_name: str):
-        if service_name not in self.resources:
-            self.resources[service_name] = self.session.resource(service_name)
-        return self.resources[service_name]
-
-    def __getattr__(self, name):
-        return getattr(self.session, name)
-
-
-class ConfigManager(JsonModel):
-    def __init__(self, **kwargs) -> None:
-        self._service = kwargs["service"]
-        self._attr_map = kwargs["attr_map"]
-        self._client = kwargs["client"]
-
-    def __getattr__(self, name: str) -> Union[str, dict, list, int, float, bool]:
-        """Fetches and caches values from SSM Parameter Store or Secrets Manager. Will not fetch the same value twice.
-
-        Args:
-            name (str): Name of the parameter or secret to fetch
-
-        Raises:
-            ValueError: Bad value for service type
-            AttributeError: Parameter or secret not found
-
-        Returns:
-            Union[str, dict, list, int, float, bool]: Value of the parameter or secret
-        """
-        if name in self._attr_map.keys() and name not in self.__dict__.keys():
-            if self._service == "ssm":
-                value = get_parameter_value(
-                    self._client, self._attr_map[name]
-                )
-            elif self._service == "secretsmanager":
-                value = get_secret_value(
-                    self._client, self._attr_map[name]
-                )
-            else:
-                raise ValueError(
-                    f"Service {self._service} not supported, must be one of 'ssm' or 'secretsmanager'"
-                )
-
-            # detect json
-            try:
-                value = json.loads(value)
-            except json.JSONDecodeError:
-                pass
-
-            setattr(self, name, value)
-            return value
-        else:
-            raise AttributeError(f"Could not find '{name}' in {self._service} mapping")
-
-    def list(self):
-        return list(self._attr_map.values())
-
-    def __str__(self) -> str:
-        return json.dumps({k: v for k, v in self.__dict__.items() if k != "_client"})
-
-
-class AppConfig:
-    """Class to manage the configuration of the application using SSM Parameter Store and Secrets Manager.
-
-    Usage:
-        >>> config = AppConfig(ssm_mapping=ssm_mapping, secrets_mapping=secrets_mapping)
-        >>> # Show application environment variables
-        >>> config.env
-        >>> # Fetch a parameter
-        >>> config.pipeline.github_source_repository
-        >>> # Fetch a secret
-        >>> config.database.neo4j_credentials
-
-    Args:
-        ssm_mapping (dict, optional): Mapping of parameter names to their path in SSM Parameter Store. Defaults to None.
-        secrets_mapping (dict, optional): Mapping of secret names to their path in Secrets Manager. Defaults to None.
-        boto3_session ([type], optional): Boto3 session to use. Defaults to None.
-    """
-
-    def __init__(
-        self,
-        mapping_path: str = None,
-        path_separator: str = "/",
-        boto3_session=None,
-        region_name: str = None,
-        **kwargs,
-    ) -> None:
-        self.mapping_path = mapping_path
-        self.session = SessionManager(
-            boto3_session,
-            region_name,
-            get_clients=["ssm"])
-    
-        self.ssm_paths, self.secrets_paths = \
-            self._load_service_mappings() if mapping_path else \
-            (kwargs["ssm_paths"], kwargs["secrets_paths"])
-        
-        self.services, self._attr_map = self._build_attr_mappings(
-            ssm_paths=self.ssm_paths, 
-            secrets_paths=self.secrets_paths,
-            path_separator=path_separator,
-        )
-        for service in self.services:
-            if service not in self.session.clients:
-                self.session.get_client(service)
-            setattr(
-                self,
-                "params" if service == "ssm" else "secrets",
-                ConfigManager(
-                    service=service,
-                    attr_map=self._attr_map[service],
-                    client=self.session.clients[service],
-                )
-            )
-
-    def _load_service_mappings(self) -> Tuple[dict, dict]:
-        service_mappings = json.loads(self.session.clients["ssm"].get_parameter(
-            Name=self.mapping_path,
-        )["Parameter"]["Value"])
-        return service_mappings.get("ssm", None), service_mappings.get("secretsmanager", None)
-
-    @staticmethod
-    def _build_attr_mappings(**kwargs):
-        collections = {
-            k: v
-            for k, v in {
-                "ssm": kwargs.get("ssm_paths"),
-                "secretsmanager": kwargs.get("secrets_paths"),
-            }.items()
-            if v is not None
-        }
-        services = list(collections.keys())
-        mappings = {}
-        for name, mapping in collections.items():
-            mappings[name] = \
-            {
-                camel_to_snake(item.split(kwargs.get("path_separator"))[-1]): item for item in mapping
-            }
-        return services, mappings
-
-    @property
-    def map(self):
-        return self._attr_map
-
-session = boto3.Session(region_name=AWS_REGION)
-pipeline = AppConfig(
-    mapping_path=f"/{APP_NAME}/{STAGE}/{AWS_REGION}/GfedbPipelineParamMappings",
-    boto3_session=session,
-)
-
-print(pipeline.params.map)
-# print(pipeline.params.github_source_repository)
-
-# TODO implement AppConfigLayerMapping and test
-# Notes
-# Maintains least-privileged permissions to parameters and secrets
-# minimize configuration
-# immediate access to available paramters and secrets
\ No newline at end of file
diff --git a/gfe-db/pipeline/lambda_layers/aws_parameters/requirements.txt b/gfe-db/pipeline/lambda_layers/aws_parameters/requirements.txt
deleted file mode 100644
index 1db657b6..00000000
--- a/gfe-db/pipeline/lambda_layers/aws_parameters/requirements.txt
+++ /dev/null
@@ -1 +0,0 @@
-boto3
\ No newline at end of file
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/requirements.txt b/gfe-db/pipeline/lambda_layers/gfe_db_models/requirements.txt
index ab2fcc76..71873317 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/requirements.txt
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/requirements.txt
@@ -1,4 +1,6 @@
+--extra-index-url https://test.pypi.org/simple/
 python-dotenv
-pydantic
+pydantic>=2.0.0
 requests
-urllib3<2
\ No newline at end of file
+urllib3<2
+aws-parameters>=0.1.1
\ No newline at end of file
diff --git a/requirements-dev.txt b/requirements-dev.txt
index f6343fc0..1947f199 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -1,3 +1,4 @@
+--extra-index-url https://test.pypi.org/simple/
 requests
 numpy
 py-ard==0.9.1
@@ -6,4 +7,5 @@ lxml==4.9.2
 Pympler==0.9
 awscli==1.18.159
 boto3==1.15.3
-polars==0.18.3
\ No newline at end of file
+polars==0.18.3
+aws-parameters>=0.1.1
\ No newline at end of file

From 8d4d78ef55b16148cf1d45b0356efe93e24a06e2 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Tue, 4 Jul 2023 10:01:15 -0700
Subject: [PATCH 085/367] retrieve params with aws-parameters library in
 CheckSourceUpdate

---
 gfe-db/infrastructure/template.yaml           | 83 ++++++++++++-------
 gfe-db/pipeline/Makefile                      |  4 +-
 .../functions/check_source_update/app.py      |  5 +-
 .../gfe_db_models/gfedbmodels/constants.py    | 57 +++++--------
 .../gfe_db_models/gfedbmodels/types.py        | 34 ++++----
 gfe-db/pipeline/template.yaml                 | 14 ++--
 6 files changed, 102 insertions(+), 95 deletions(-)

diff --git a/gfe-db/infrastructure/template.yaml b/gfe-db/infrastructure/template.yaml
index 7b1cc6e4..808c04b4 100644
--- a/gfe-db/infrastructure/template.yaml
+++ b/gfe-db/infrastructure/template.yaml
@@ -9,7 +9,7 @@ Parameters:
     Type: String
   DataBucketName:
     Type: String
-    
+
 Mappings:
   # AvailabilityZoneMap defines availability zones where an m5d.xlarge instance is available (used for Neo4j server).
   AvailabilityZoneMap:
@@ -37,30 +37,31 @@ Resources:
       EnableDnsSupport: true
       Tags:
         - Key: Name
-          Value: !Sub '${Stage}-${AppName}-${AWS::Region}-vpc'
-  
+          Value: !Sub "${Stage}-${AppName}-${AWS::Region}-vpc"
+
   PublicSubnet:
     Type: AWS::EC2::Subnet
     Properties:
       CidrBlock: 10.0.0.0/24
       VpcId: !Ref Vpc
-      AvailabilityZone: !FindInMap [AvailabilityZoneMap, !Ref AWS::Region, AvailabilityZone]
+      AvailabilityZone:
+        !FindInMap [AvailabilityZoneMap, !Ref AWS::Region, AvailabilityZone]
       MapPublicIpOnLaunch: true
-  
+
   InternetGateway:
     Type: AWS::EC2::InternetGateway
-  
+
   RouteTable:
     Type: AWS::EC2::RouteTable
     Properties:
       VpcId: !Ref Vpc
-  
+
   VpcGatewayAttachment:
     Type: AWS::EC2::VPCGatewayAttachment
     Properties:
       VpcId: !Ref Vpc
       InternetGatewayId: !Ref InternetGateway
-  
+
   Route:
     Type: AWS::EC2::Route
     DependsOn:
@@ -70,59 +71,59 @@ Resources:
       RouteTableId: !Ref RouteTable
       DestinationCidrBlock: 0.0.0.0/0
       GatewayId: !Ref InternetGateway
-  
+
   SubnetRouteTableAssociation:
     Type: AWS::EC2::SubnetRouteTableAssociation
     Properties:
       RouteTableId: !Ref RouteTable
       SubnetId: !Ref PublicSubnet
-  
+
   DataBucket:
     Type: AWS::S3::Bucket
     # Condition: CreateDataBucket
     Properties:
       BucketName: !Ref DataBucketName
-  
+
   VpcIDParameter:
     Type: AWS::SSM::Parameter
     Properties:
       Type: String
-      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/VpcID'
+      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/VpcID"
       Description: "Name of gfe-db VPC network"
       Value: !Ref Vpc
-  
+
   PublicSubnetIDParameter:
     Type: AWS::SSM::Parameter
     Properties:
       Type: String
-      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/PublicSubnetID'
+      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/PublicSubnetID"
       Description: "Public Subnet for the gfe-db Neo4j server"
       Value: !Ref PublicSubnet
-  
+
   DataBucketNameParameter:
     Type: AWS::SSM::Parameter
     Properties:
       Type: String
-      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/DataBucketName'
+      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/DataBucketName"
       Description: "Name of gfe-db data bucket"
       Value: !Ref DataBucket
-  
+
   DataBucketArnParameter:
     Type: AWS::SSM::Parameter
     Properties:
       Type: String
-      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/DataBucketArn'
+      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/DataBucketArn"
       Description: "ARN of gfe-db data bucket"
       Value: !GetAtt DataBucket.Arn
-  
+
   DataBucketRegionalDomainNameParameter:
     Type: AWS::SSM::Parameter
     Properties:
-      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/DataBucketRegionalDomainName'
+      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/DataBucketRegionalDomainName"
       Type: String
       Description: "S3 Bucket Regional Domain name for application bucket"
       Value: !GetAtt DataBucket.RegionalDomainName
-  
+
   Neo4jDatabaseElasticIp:
     Type: AWS::EC2::EIP
     Properties:
@@ -132,16 +133,16 @@ Resources:
     Type: AWS::SSM::Parameter
     Properties:
       Type: String
-      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseEndpoint'
-      Description: !Sub 'Endpoint for ${AppName} Neo4j server'
+      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseEndpoint"
+      Description: !Sub "Endpoint for ${AppName} Neo4j server"
       Value: !Ref Neo4jDatabaseElasticIp
 
   Neo4jDatabaseEndpointAllocationIdParameter:
     Type: AWS::SSM::Parameter
     Properties:
       Type: String
-      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseEndpointAllocationId'
-      Description: !Sub 'AllocationId for ${AppName} Neo4j server static IP'
+      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseEndpointAllocationId"
+      Description: !Sub "AllocationId for ${AppName} Neo4j server static IP"
       Value: !GetAtt Neo4jDatabaseElasticIp.AllocationId
 
   DataPipelineErrorsTopicPolicy:
@@ -168,20 +169,44 @@ Resources:
       Tags:
         - Key: Stage
           Value: !Ref Stage
-        - Key: AppName 
+        - Key: AppName
           Value: !Ref AppName
 
   DataPipelineErrorsTopicArnParameter:
     Type: AWS::SSM::Parameter
     Properties:
       Type: String
-      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn'
-      Description: !Sub 'ARN for ${AppName} Data Pipeline Errors SNS topic'
+      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn"
+      Description: !Sub "ARN for ${AppName} Data Pipeline Errors SNS topic"
       Value: !Ref DataPipelineErrorsTopic
 
+  GfedbInfrastructureParamMappingsParameter:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Type: String
+      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/GfedbInfrastructureParamMappings"
+      Description: !Sub "SSM Parameter and SecretsManager parameter paths for ${AppName} infrastructure layer"
+      Tier: Standard
+      Value: !Sub |
+        {
+          "ssm": [
+            "/${AppName}/${Stage}/${AWS::Region}/VpcID",
+            "/${AppName}/${Stage}/${AWS::Region}/PublicSubnetID",
+            "/${AppName}/${Stage}/${AWS::Region}/DataBucketName",
+            "/${AppName}/${Stage}/${AWS::Region}/DataBucketArn",
+            "/${AppName}/${Stage}/${AWS::Region}/DataBucketRegionalDomainName",
+            "/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseEndpoint",
+            "/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseEndpointAllocationId",
+            "/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn"
+          ],
+          "secretsmanager": [
+              "/${AppName}/${Stage}/${AWS::Region}/GitHubPersonalAccessToken"
+          ]
+        }
+
 Outputs:
   Neo4jDatabaseElasticIp:
     Description: "Elastic IP for gfe-db Neo4j database instance"
     Value: !Ref Neo4jDatabaseElasticIp
     Export:
-      Name: !Sub "${AppName}-${Stage}-Neo4jDatabaseElasticIp"
\ No newline at end of file
+      Name: !Sub "${AppName}-${Stage}-Neo4jDatabaseElasticIp"
diff --git a/gfe-db/pipeline/Makefile b/gfe-db/pipeline/Makefile
index a9ca6507..69166d81 100644
--- a/gfe-db/pipeline/Makefile
+++ b/gfe-db/pipeline/Makefile
@@ -31,8 +31,8 @@ service.functions.deploy:
 			AppName="$${APP_NAME}" \
 			ServiceName="${SERVICE}" \
 			ConfigS3Path="$${CONFIG_S3_PATH}" \
-			GithubRepositoryOwner="$$GITHUB_REPOSITORY_OWNER" \
-			GithubRepositoryName="$$GITHUB_REPOSITORY_NAME" \
+			GitHubRepositoryOwner="$$GITHUB_REPOSITORY_OWNER" \
+			GitHubRepositoryName="$$GITHUB_REPOSITORY_NAME" \
 			GitHubPersonalAccessToken="$$GITHUB_PERSONAL_ACCESS_TOKEN" \
 			CheckSourceUpdateFunctionName="$${STAGE}"-"$${APP_NAME}"-"$$(cat functions/environment.json | jq -r '.Functions.CheckSourceUpdate.FunctionConfiguration.FunctionName')" \
 			CheckSourceUpdateFunctionMemorySize="$$(cat functions/environment.json | jq -r '.Functions.CheckSourceUpdate.FunctionConfiguration.MemorySize')" \
diff --git a/gfe-db/pipeline/functions/check_source_update/app.py b/gfe-db/pipeline/functions/check_source_update/app.py
index 1ca02a46..9d0f2cd4 100644
--- a/gfe-db/pipeline/functions/check_source_update/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/app.py
@@ -20,7 +20,6 @@
 import json
 import boto3
 from gfedbmodels.constants import (
-    dynamodb,
     GITHUB_REPOSITORY_OWNER,
     GITHUB_REPOSITORY_NAME,
     execution_state_table_name,
@@ -62,10 +61,10 @@
     data_bucket_name, PIPELINE_SOURCE_CONFIG_S3_PATH
 ).repositories[f"{GITHUB_REPOSITORY_OWNER}/{GITHUB_REPOSITORY_NAME}"]
 
+dynamodb = boto3.resource("dynamodb")
 queue = boto3.resource("sqs")
 gfedb_processing_queue = queue.Queue(gfedb_processing_queue_url)
 
-
 def lambda_handler(event, context):
     # logger.info(json.dumps(event))
     utc_now = datetime.utcnow().strftime("%Y-%m-%dT%H:%M:%SZ")
@@ -278,6 +277,6 @@ def update_execution_state_item(
 if __name__ == "__main__":
     from pathlib import Path
 
-    event = json.loads((Path(__file__).parent / "event.json").read_text())
+    event = json.loads((Path(__file__).parent / "schedule-event.json").read_text())
 
     lambda_handler(event, None)
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py
index 5283a696..099383a0 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py
@@ -1,50 +1,31 @@
 import os
 import logging
-import json
 import boto3
+from awsparameters import AppConfig
 
 # Logging
 logger = logging.getLogger(__name__)
 logger.setLevel(logging.INFO)
 
 # Environment variables
-AWS_REGION = os.environ["AWS_REGION"] 
+APP_NAME = os.environ["APP_NAME"]
+STAGE = os.environ["STAGE"]
+AWS_REGION = os.environ["AWS_REGION"]
 
-# AWS clients
 session = boto3.Session(region_name=AWS_REGION)
-ssm = session.client("ssm")
-dynamodb = session.resource("dynamodb", region_name=AWS_REGION)
-sqs = session.client("sqs", region_name=AWS_REGION)
-secretsmanager = session.client("secretsmanager", region_name=AWS_REGION)
 
-GITHUB_PERSONAL_ACCESS_TOKEN = secretsmanager.get_secret_value(
-    SecretId=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/GitHubPersonalAccessToken'
-)["SecretString"]
-
-# Get SSM Parameters
-github_source_repository = json.loads(ssm.get_parameter(
-    Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/GithubSourceRepository'
-)["Parameter"]["Value"])
-GITHUB_REPOSITORY_OWNER = github_source_repository["owner"]
-GITHUB_REPOSITORY_NAME = github_source_repository["name"]
-
-execution_state_table_name = ssm.get_parameter(
-    Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/ExecutionStateTableName'
-)["Parameter"]["Value"]
-
-# state_machine_arn = ssm.get_parameter(
-#     Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/UpdatePipelineArn'
-# )["Parameter"]["Value"]
-
-data_bucket_name = ssm.get_parameter(
-    Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/DataBucketName'
-)["Parameter"]["Value"]
-
-gfedb_processing_queue_url = ssm.get_parameter(
-    Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/GfeDbProcessingQueueUrl'
-)["Parameter"]["Value"]
-
-# list of fields to be used in the execution state table
-execution_state_table_fields = json.loads(ssm.get_parameter(
-    Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/ExecutionStateTableFields'
-)["Parameter"]["Value"])
+infra_config_path = f"/{APP_NAME}/{STAGE}/{AWS_REGION}/GfedbInfrastructureParamMappings"
+infra = AppConfig(mapping_path=infra_config_path, boto3_session=session)
+
+pipeline_config_path = f"/{APP_NAME}/{STAGE}/{AWS_REGION}/GfedbPipelineParamMappings"
+pipeline = AppConfig(mapping_path=pipeline_config_path, boto3_session=session)
+
+GITHUB_PERSONAL_ACCESS_TOKEN = pipeline.secrets.git_hub_personal_access_token
+github_source_repository = pipeline.params.git_hub_source_repository
+GITHUB_REPOSITORY_OWNER = pipeline.params.git_hub_source_repository["owner"]
+GITHUB_REPOSITORY_NAME = pipeline.params.git_hub_source_repository["name"]
+execution_state_table_name = pipeline.params.execution_state_table_name
+# state_machine_arn = pipeline.params.state_machine_arn
+data_bucket_name = infra.params.data_bucket_name
+gfedb_processing_queue_url = pipeline.params.gfe_db_processing_queue_url
+execution_state_table_fields = pipeline.params.execution_state_table_fields
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
index 1bcad2be..95437324 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
@@ -62,7 +62,7 @@ def commit_sha_is_hex(v):
 class Commit(BaseModel):
     sha: str
     date_utc: str
-    message: Optional[str]
+    message: Optional[str] = None
     html_url: str
 
     @validator("sha")
@@ -91,11 +91,11 @@ class InputParameters(BaseModel):
     align: bool
     kir: bool
     mem_profile: bool
-    limit: Optional[int]
+    limit: Optional[int] = None
 
 
 class ExcludedCommitShas(BaseModel):
-    description: Optional[str]
+    description: Optional[str] = None
     values: list[str]
 
     @validator("values")
@@ -106,30 +106,30 @@ def _commit_shas_are_hex(cls, v):
 
 
 class TrackedAssetsConfig(BaseModel):
-    description: Optional[str]
+    description: Optional[str] = None
     values: list[str]
 
 
 class TargetMetadataConfigItem(BaseModel):
-    description: Optional[str]
+    description: Optional[str] = None
     asset_path: str
     metadata_regex: str
 
 
 class TargetMetadataConfig(BaseModel):
-    description: Optional[str]
+    description: Optional[str] = None
     items: list[TargetMetadataConfigItem]
 
 
 class RepositoryConfig(BaseModel):
     owner: str
     name: str
-    description: Optional[str]
+    description: Optional[str] = None
     url: str
-    tracked_assets: Optional[TrackedAssetsConfig]
-    target_metadata_config: Optional[TargetMetadataConfig]
-    excluded_commit_shas: Optional[ExcludedCommitShas]
-    default_input_parameters: Optional[InputParameters]
+    tracked_assets: Optional[TrackedAssetsConfig] = None
+    target_metadata_config: Optional[TargetMetadataConfig] = None
+    excluded_commit_shas: Optional[ExcludedCommitShas] = None
+    default_input_parameters: Optional[InputParameters] = None
 
     # validate that the url is a valid URL
     @validator("url")
@@ -141,9 +141,9 @@ def url_is_valid(cls, v):
 class ExecutionDetailsConfig(BaseModel):
     version: int
     status: str
-    date_utc: Optional[str]
-    input_parameters: Optional[InputParameters]
-    s3_path: Optional[str]
+    date_utc: Optional[str] = None
+    input_parameters: Optional[InputParameters] = None
+    s3_path: Optional[str] = None
 
     @validator("status")
     def status_is_valid(cls, v):
@@ -158,8 +158,8 @@ def _version_is_valid(cls, v):
 
 
 class SourceConfig(BaseModel):
-    created_utc: Optional[str]
-    updated_utc: Optional[str]
+    created_utc: Optional[str] = None
+    updated_utc: Optional[str] = None
     repositories: dict[str, RepositoryConfig]
 
     # validate dates are ISO 8601 format with timezone for created_utc, updated_utc
@@ -170,7 +170,7 @@ def date_utc_is_iso_8601_with_timezone(cls, v):
 
 class ExecutionStateItem(BaseModel):
     created_utc: str
-    updated_utc: Optional[str]  # TODO make required once fully implemented
+    updated_utc: Optional[str] = None  # TODO make required once fully implemented
     repository: RepositoryConfig
     commit: Commit
     execution: ExecutionDetailsConfig
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 5e018fb0..7f14a760 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -12,9 +12,9 @@ Parameters:
   ServiceName:
     Type: String
     Description: Service name
-  GithubRepositoryOwner:
+  GitHubRepositoryOwner:
     Type: String
-  GithubRepositoryName:
+  GitHubRepositoryName:
     Type: String
   GitHubPersonalAccessToken:
     Type: String
@@ -68,10 +68,10 @@ Resources:
   GitHubSourceRepositoryParameter:
     Type: AWS::SSM::Parameter
     Properties:
-      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/GithubSourceRepository"
+      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/GitHubSourceRepository"
       Type: String
       Description: GitHub Personal Access Token for repository access
-      Value: !Sub '{"owner":"${GithubRepositoryOwner}", "name":"${GithubRepositoryName}"}'
+      Value: !Sub '{"owner":"${GitHubRepositoryOwner}", "name":"${GitHubRepositoryName}"}'
 
   # Create a lambda layer
   GfeDbModelsLayer:
@@ -82,9 +82,10 @@ Resources:
       ContentUri: lambda_layers/gfe_db_models
       RetentionPolicy: delete
       CompatibleRuntimes:
+        - python3.9
         - python3.10
     Metadata:
-      BuildMethod: python3.10
+      BuildMethod: python3.9
       BuildArchitectures: arm64
 
   # TODO change name to GfeDbExecutionStateTable
@@ -1038,9 +1039,10 @@ Resources:
       Value: !Sub |
         {
           "ssm": [
-              "/${AppName}/${Stage}/${AWS::Region}/GithubSourceRepository",
+              "/${AppName}/${Stage}/${AWS::Region}/GitHubSourceRepository",
               "/${AppName}/${Stage}/${AWS::Region}/GitHubPersonalAccessToken",
               "/${AppName}/${Stage}/${AWS::Region}/ExecutionStateTableName",
+              "/${AppName}/${Stage}/${AWS::Region}/ExecutionStateTableFields",
               "/${AppName}/${Stage}/${AWS::Region}/BuildJobQueueArn",
               "/${AppName}/${Stage}/${AWS::Region}/BuildServiceRepositoryName",
               "/${AppName}/${Stage}/${AWS::Region}/GfeDbProcessingQueueUrl",

From 96ffa67580ab3a1e5748b6300046a1eddc7d6a23 Mon Sep 17 00:00:00 2001
From: pbashyal-nmdp <pbashyal@nmdp.org>
Date: Thu, 6 Jul 2023 12:34:25 -0500
Subject: [PATCH 086/367] Upgrade pyard to 1.0.1

---
 gfe-db/pipeline/jobs/build/requirements.txt | 4 ++--
 gfe-db/pipeline/jobs/build/src/app.py       | 4 ++--
 2 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/gfe-db/pipeline/jobs/build/requirements.txt b/gfe-db/pipeline/jobs/build/requirements.txt
index 0d15abb1..ab856807 100755
--- a/gfe-db/pipeline/jobs/build/requirements.txt
+++ b/gfe-db/pipeline/jobs/build/requirements.txt
@@ -1,6 +1,6 @@
-py-ard==0.9.1
+py-ard==1.0.1
 py-gfe==1.1.5
 lxml==4.6.3
 Pympler==0.9
 awscli==1.18.159
-boto3==1.15.3
\ No newline at end of file
+boto3==1.15.3
diff --git a/gfe-db/pipeline/jobs/build/src/app.py b/gfe-db/pipeline/jobs/build/src/app.py
index 7318f2b0..3a52abc4 100755
--- a/gfe-db/pipeline/jobs/build/src/app.py
+++ b/gfe-db/pipeline/jobs/build/src/app.py
@@ -16,7 +16,7 @@
 from Bio.SeqRecord import SeqRecord
 from seqann.models.annotation import Annotation
 from Bio import SeqIO
-from pyard import ARD
+import pyard
 from seqann.gfe import GFE
 from constants import *
 
@@ -569,7 +569,7 @@ def process_allele(allele, alignments_dict, csv_path=None):
     
     alleles = parse_dat(data_dir, dbversion)
 
-    ard = ARD(dbversion)
+    ard = pyard.init(dbversion)
 
     gfe_maker = GFE(
         verbose=verbose, 

From e2db54ec79707d7d209fe0c097fe65b4a1ef148b Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 6 Jul 2023 11:52:26 -0700
Subject: [PATCH 087/367] deploy database layer param mappings

---
 gfe-db/database/template.yaml | 20 +++++++++++++++++++-
 1 file changed, 19 insertions(+), 1 deletion(-)

diff --git a/gfe-db/database/template.yaml b/gfe-db/database/template.yaml
index 3c4663ed..aeaf6b07 100644
--- a/gfe-db/database/template.yaml
+++ b/gfe-db/database/template.yaml
@@ -49,7 +49,7 @@ Resources:
   Neo4jCredentialsSecret:
     Type: AWS::SecretsManager::Secret
     Properties:
-      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/Neo4jCredentials" # TODO update path to use "/${AppName}/${Stage}/${AWS::Region}/
+      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/Neo4jCredentials"
       Description: Must match the username/password specified in the Neo4j Dockerfile. Empty until the database is created.
       SecretString: '{"NEO4J_USERNAME":"","NEO4J_PASSWORD":""}'
       Tags:
@@ -370,3 +370,21 @@ Resources:
           Values:
             - !Ref Neo4jDatabaseInstance
       WindowId: !Ref Neo4jBackupMaintenanceWindow
+
+  GfedbDatabaseParamMappingsParameter:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Type: String
+      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/GfedbDatabaseParamMappings'
+      Description: !Sub 'SSM Parameter and SecretsManager parameter paths for ${AppName} database layer'
+      Value: !Sub |
+        {
+          "ssm": [
+              "/${AppName}/${Stage}/${AWS::Region}/Neo4jCredentialsSecretArn",
+              "/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseSecurityGroupName",
+              "/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseInstanceId"
+          ],
+          "secretsmanager": [
+              "/${AppName}/${Stage}/${AWS::Region}/Neo4jCredentials"
+          ]
+        }
\ No newline at end of file

From 8d82aa2a63682952ce0fe0a7cf3ce08ff8ffa780 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 6 Jul 2023 12:04:22 -0700
Subject: [PATCH 088/367] integrate aws-parameters module with gfedbmodels

---
 .../gfe_db_models/gfedbmodels/constants.py    | 23 ++++++++-------
 .../gfe_db_models/gfedbmodels/utils.py        | 28 +++++++++----------
 2 files changed, 25 insertions(+), 26 deletions(-)

diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py
index 099383a0..19983d0f 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py
@@ -2,6 +2,7 @@
 import logging
 import boto3
 from awsparameters import AppConfig
+from awsparameters.manager import SessionManager
 
 # Logging
 logger = logging.getLogger(__name__)
@@ -12,20 +13,18 @@
 STAGE = os.environ["STAGE"]
 AWS_REGION = os.environ["AWS_REGION"]
 
-session = boto3.Session(region_name=AWS_REGION)
+session = SessionManager(region_name=AWS_REGION)
+session.get_client("ssm")
 
+# TODO parameterize paths or use a consolidated mapping for all layers
 infra_config_path = f"/{APP_NAME}/{STAGE}/{AWS_REGION}/GfedbInfrastructureParamMappings"
-infra = AppConfig(mapping_path=infra_config_path, boto3_session=session)
+infra = AppConfig(mappings_path=infra_config_path, boto3_session=session)
 
+# TODO parameterize paths or use a consolidated mapping for all layers
 pipeline_config_path = f"/{APP_NAME}/{STAGE}/{AWS_REGION}/GfedbPipelineParamMappings"
-pipeline = AppConfig(mapping_path=pipeline_config_path, boto3_session=session)
+pipeline = AppConfig(mappings_path=pipeline_config_path, boto3_session=session)
+
+# TODO parameterize paths or use a consolidated mapping for all layers
+database_config_path = f"/{APP_NAME}/{STAGE}/{AWS_REGION}/GfedbDatabaseParamMappings"
+database = AppConfig(mappings_path=database_config_path, boto3_session=session)
 
-GITHUB_PERSONAL_ACCESS_TOKEN = pipeline.secrets.git_hub_personal_access_token
-github_source_repository = pipeline.params.git_hub_source_repository
-GITHUB_REPOSITORY_OWNER = pipeline.params.git_hub_source_repository["owner"]
-GITHUB_REPOSITORY_NAME = pipeline.params.git_hub_source_repository["name"]
-execution_state_table_name = pipeline.params.execution_state_table_name
-# state_machine_arn = pipeline.params.state_machine_arn
-data_bucket_name = infra.params.data_bucket_name
-gfedb_processing_queue_url = pipeline.params.gfe_db_processing_queue_url
-execution_state_table_fields = pipeline.params.execution_state_table_fields
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py
index 3f4d81cd..9a49e49c 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py
@@ -22,26 +22,26 @@
     ExecutionDetailsConfig,
 )
 from .constants import (
-    AWS_REGION,
-    GITHUB_PERSONAL_ACCESS_TOKEN,
-    GITHUB_REPOSITORY_OWNER,
-    GITHUB_REPOSITORY_NAME,
+    session,
+    infra,
+    pipeline,
+    database
 )
 
 # Logging
 logger = logging.getLogger(__name__)
 logger.setLevel(logging.INFO)
 
-# boto3 session
-session = boto3.Session(region_name=AWS_REGION)
-s3 = session.client("s3")
+AWS_REGION = os.environ["AWS_REGION"]
+GITHUB_PERSONAL_ACCESS_TOKEN = infra.secrets.GitHubPersonalAccessToken
+GITHUB_REPOSITORY_OWNER = pipeline.params.GitHubSourceRepository["owner"]
+GITHUB_REPOSITORY_NAME = pipeline.params.GitHubSourceRepository["name"]
 
 cache_dir = Path(__file__).parent / "_cache"
 
 # TODO clear cache
 # TODO disable/enable cache for testing
 
-
 def save_json_to_cache(data, var_name):
     """Saves data to cache directory"""
     if not cache_dir.exists():
@@ -169,12 +169,12 @@ def unpack(parent_key, parent_value):
     return data
 
 
-def read_s3_json(bucket, key):
+def read_s3_json(s3_client, bucket, key):
     """Reads config file containing the current state of branches in
     a GitHub repo"""
 
     try:
-        response = s3.get_object(Bucket=bucket, Key=key)
+        response = s3_client.get_object(Bucket=bucket, Key=key)
         return json.loads(response["Body"].read().decode())
 
     except ClientError as err:
@@ -182,12 +182,12 @@ def read_s3_json(bucket, key):
         raise err
 
 
-def write_s3_json(bucket, key, data):
+def write_s3_json(s3_client, bucket, key, data):
     """Writes config file containing the current state of branches in
     a GitHub repo"""
 
     try:
-        response = s3.put_object(Bucket=bucket, Key=key, Body=json.dumps(data).encode())
+        response = s3_client.put_object(Bucket=bucket, Key=key, Body=json.dumps(data).encode())
 
     except Exception as err:
         logger.error(
@@ -196,8 +196,8 @@ def write_s3_json(bucket, key, data):
         raise err
 
 
-def read_source_config(bucket, key):
-    data = read_s3_json(bucket, key)
+def read_source_config(s3_client, bucket, key):
+    data = read_s3_json(s3_client, bucket, key)
     return SourceConfig(**data)
 
 

From 460d4ea609a3e8a143d8c152a25d0a31d70b4370 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 6 Jul 2023 12:04:55 -0700
Subject: [PATCH 089/367] update Lambdas to use gfedb models constants

---
 .gitignore                                    |  3 +-
 .../functions/check_source_update/app.py      | 21 +++++-----
 .../check_source_update/constants.py          | 30 ++++++++++++++
 .../functions/get_execution_state/app.py      |  9 +----
 .../functions/invoke_load_script/app.py       | 39 ++++++++-----------
 .../functions/invoke_update_pipeline/app.py   | 27 +++++++------
 .../functions/validate_build_output/app.py    | 19 ++++++---
 gfe-db/pipeline/template.yaml                 |  1 -
 8 files changed, 89 insertions(+), 60 deletions(-)
 create mode 100644 gfe-db/pipeline/functions/check_source_update/constants.py

diff --git a/.gitignore b/.gitignore
index da1d4dbd..a8eed1fa 100755
--- a/.gitignore
+++ b/.gitignore
@@ -112,4 +112,5 @@ reports/
 source-config-v*.json
 gfe-db/pipeline/jobs/build/event.json
 test.asl.json
-_cache*/
\ No newline at end of file
+_cache*/
+ssm-describe*.json
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/check_source_update/app.py b/gfe-db/pipeline/functions/check_source_update/app.py
index 9d0f2cd4..a20982b9 100644
--- a/gfe-db/pipeline/functions/check_source_update/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/app.py
@@ -18,8 +18,9 @@
 from decimal import Decimal
 from datetime import datetime, timedelta
 import json
-import boto3
-from gfedbmodels.constants import (
+from constants import (
+    session,
+    PIPELINE_SOURCE_CONFIG_S3_PATH,
     GITHUB_REPOSITORY_OWNER,
     GITHUB_REPOSITORY_NAME,
     execution_state_table_name,
@@ -48,21 +49,21 @@
 logger = logging.getLogger()
 logger.setLevel(logging.INFO)
 
-# Environment
-APP_NAME = os.environ["APP_NAME"]
-STAGE = os.environ["STAGE"]
-PIPELINE_SOURCE_CONFIG_S3_PATH = os.environ["PIPELINE_SOURCE_CONFIG_S3_PATH"]
-
 logger.info(
     f"Fetching source config from {data_bucket_name}/{PIPELINE_SOURCE_CONFIG_S3_PATH}"
 )
+
+s3 = session.client("s3")
+dynamodb = session.resource("dynamodb")
+queue = session.resource("sqs")
+
 # Get data source configuration
 source_repo_config = read_source_config(
-    data_bucket_name, PIPELINE_SOURCE_CONFIG_S3_PATH
+    s3_client=s3, 
+    bucket=data_bucket_name, 
+    key=PIPELINE_SOURCE_CONFIG_S3_PATH
 ).repositories[f"{GITHUB_REPOSITORY_OWNER}/{GITHUB_REPOSITORY_NAME}"]
 
-dynamodb = boto3.resource("dynamodb")
-queue = boto3.resource("sqs")
 gfedb_processing_queue = queue.Queue(gfedb_processing_queue_url)
 
 def lambda_handler(event, context):
diff --git a/gfe-db/pipeline/functions/check_source_update/constants.py b/gfe-db/pipeline/functions/check_source_update/constants.py
new file mode 100644
index 00000000..824b4a8e
--- /dev/null
+++ b/gfe-db/pipeline/functions/check_source_update/constants.py
@@ -0,0 +1,30 @@
+import os
+import boto3
+from awsparameters import AppConfig
+from gfedbmodels.constants import (
+    session,
+    infra,
+    pipeline
+)
+
+# Environment
+AWS_REGION = os.environ["AWS_REGION"]
+APP_NAME = os.environ["APP_NAME"]
+STAGE = os.environ["STAGE"]
+PIPELINE_SOURCE_CONFIG_S3_PATH = os.environ["PIPELINE_SOURCE_CONFIG_S3_PATH"]
+
+(
+    GITHUB_REPOSITORY_OWNER, 
+    GITHUB_REPOSITORY_NAME, 
+    execution_state_table_name, 
+    gfedb_processing_queue_url, 
+    execution_state_table_fields
+) = (
+    pipeline.params.GitHubSourceRepository["owner"],
+    pipeline.params.GitHubSourceRepository["name"],
+    pipeline.params.ExecutionStateTableName,
+    pipeline.params.GfeDbProcessingQueueUrl,
+    pipeline.params.ExecutionStateTableFields
+)
+
+data_bucket_name = infra.params.DataBucketName
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/get_execution_state/app.py b/gfe-db/pipeline/functions/get_execution_state/app.py
index 38c06b85..4dce1e32 100644
--- a/gfe-db/pipeline/functions/get_execution_state/app.py
+++ b/gfe-db/pipeline/functions/get_execution_state/app.py
@@ -1,11 +1,4 @@
-"""
-Checks a GitHub repository for new commits and triggers data ingestion. This function processes
-only the releases that it finds. To process specific releases, use a different method.
-
-Note: this function is only responsible for checking and processing the most recent commits. It is not responsible for 
-syncing state. If old items are deleted on the Execution state table while the most recent commits remain, 
-this function will not reprocess the deleted items.
-"""
+"""In progress"""
 import os
 
 if __name__ != "app":
diff --git a/gfe-db/pipeline/functions/invoke_load_script/app.py b/gfe-db/pipeline/functions/invoke_load_script/app.py
index 70d9ae7d..9ce47472 100644
--- a/gfe-db/pipeline/functions/invoke_load_script/app.py
+++ b/gfe-db/pipeline/functions/invoke_load_script/app.py
@@ -1,37 +1,30 @@
 import os
+if __name__ != "app":
+    import sys
+
+    # for dev, local path to gfe-db modules
+    # ./gfe-db/pipeline/lambda_layers/gfe_db_models (use absolute path)
+    sys.path.append(os.environ["GFEDBMODELS_PATH"])
+
 import logging
 import json
 import boto3
+from gfedbmodels.constants import (
+    session,
+    pipeline,
+    database
+)
 
 logger = logging.getLogger()
 logger.setLevel(logging.INFO)
 
 app_name = os.environ["APP_NAME"]
-neo4j_load_query_document_name_param = os.environ[
-    "NEO4J_LOAD_QUERY_DOCUMENT_NAME_SSM_PARAM"
-]
-neo4j_database_instance_id_param = os.environ["NEO4J_DATABASE_INSTANCE_ID_SSM_PARAM"]
-load_release_activity_arn_param = os.environ["LOAD_RELEASE_ACTIVITY_ARN_SSM_PARAM"]
-
-# SSM Parameters
-ssm = boto3.client("ssm", region_name=os.environ["AWS_REGION"])
-
-# LoadQueryDocumentName
-neo4j_load_query_document_name = ssm.get_parameter(
-    Name=neo4j_load_query_document_name_param
-)["Parameter"]["Value"]
-
-# LoadReleaseActivityArn
-load_release_activity_arn = ssm.get_parameter(Name=load_release_activity_arn_param)[
-    "Parameter"
-]["Value"]
-
-# Get Instance ID
-neo4j_database_instance_id = ssm.get_parameter(Name=neo4j_database_instance_id_param)[
-    "Parameter"
-]["Value"]
+neo4j_load_query_document_name = pipeline.params.Neo4jLoadQueryDocumentName
+neo4j_database_instance_id = database.params.Neo4jDatabaseInstanceId
+load_release_activity_arn = pipeline.params.LoadReleaseActivityArn
 
 # Get SSM Document Neo4jLoadQuery
+ssm = session.clients["ssm"]
 response = ssm.get_document(Name=neo4j_load_query_document_name)
 neo4j_load_query_document_content = json.loads(response["Content"])
 
diff --git a/gfe-db/pipeline/functions/invoke_update_pipeline/app.py b/gfe-db/pipeline/functions/invoke_update_pipeline/app.py
index d7bd3d5d..ec8c0fb7 100644
--- a/gfe-db/pipeline/functions/invoke_update_pipeline/app.py
+++ b/gfe-db/pipeline/functions/invoke_update_pipeline/app.py
@@ -1,8 +1,21 @@
 import os
+if __name__ != "app":
+    import sys
+
+    # for dev, local path to gfe-db modules
+    # ./gfe-db/pipeline/lambda_layers/gfe_db_models (use absolute path)
+    sys.path.append(os.environ["GFEDBMODELS_PATH"])
+
 import logging
 from datetime import datetime
 import json
 import boto3
+from gfedbmodels.constants import (
+    session,
+    infra,
+    pipeline,
+    database
+)
 
 # set up logging
 logger = logging.getLogger()
@@ -12,22 +25,14 @@
 AWS_REGION = os.environ["AWS_REGION"]
 
 # Boto3 Clients
-session = boto3.Session(region_name=AWS_REGION)
-ssm = session.client("ssm", region_name=AWS_REGION)
 ec2 = session.client("ec2", region_name=AWS_REGION)
 states = session.client("stepfunctions", region_name=AWS_REGION)
 sqs = session.client("sqs", region_name=AWS_REGION)
 
 # Get SSM Parameters
-neo4j_database_instance_id = ssm.get_parameter(
-    Name=os.environ["NEO4J_DATABASE_INSTANCE_ID_SSM_PARAM"]
-)["Parameter"]["Value"]
-update_pipeline_state_machine_arn = ssm.get_parameter(
-    Name=os.environ["UDPATE_PIPELINE_STATE_MACHINE_ARN_SSM_PARAM"]
-)["Parameter"]["Value"]
-gfe_db_processing_queue_url = ssm.get_parameter(
-    Name=os.environ["GFE_DB_PROCESSING_QUEUE_URL_SSM_PARAM"]
-)["Parameter"]["Value"]
+neo4j_database_instance_id = database.params.Neo4jDatabaseInstanceId
+update_pipeline_state_machine_arn = pipeline.params.UpdatePipelineStateMachineArn
+gfe_db_processing_queue_url = pipeline.params.GfeDbProcessingQueueUrl
 
 # Check that database is running, abort if not
 try:
diff --git a/gfe-db/pipeline/functions/validate_build_output/app.py b/gfe-db/pipeline/functions/validate_build_output/app.py
index 2d45c5ec..418eebba 100644
--- a/gfe-db/pipeline/functions/validate_build_output/app.py
+++ b/gfe-db/pipeline/functions/validate_build_output/app.py
@@ -1,22 +1,29 @@
 import os
+if __name__ != "app":
+    import sys
+
+    # for dev, local path to gfe-db modules
+    # ./gfe-db/pipeline/lambda_layers/gfe_db_models (use absolute path)
+    sys.path.append(os.environ["GFEDBMODELS_PATH"])
 import logging
 import re
 import json
 import boto3
 import polars as pl
+from gfedbmodels.constants import (
+    session,
+    infra,
+    pipeline,
+    database
+)
 
 logger = logging.getLogger()
 logger.setLevel(logging.INFO)
 
-session = boto3.Session(region_name=os.environ["AWS_REGION"])
-ssm = session.client("ssm", region_name=os.environ["AWS_REGION"])
 s3 = session.client("s3", region_name=os.environ["AWS_REGION"])
 
 # SSM Parameters
-data_bucket_name = ssm.get_parameter(
-    Name=f'/{os.environ["APP_NAME"]}/{os.environ["STAGE"]}/{os.environ["AWS_REGION"]}/DataBucketName'
-)["Parameter"]["Value"]
-
+data_bucket_name = infra.params.DataBucketName
 
 # TODO use Powertools event parser
 # @event_parser(model=Order)
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 7f14a760..f0058dfe 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -1040,7 +1040,6 @@ Resources:
         {
           "ssm": [
               "/${AppName}/${Stage}/${AWS::Region}/GitHubSourceRepository",
-              "/${AppName}/${Stage}/${AWS::Region}/GitHubPersonalAccessToken",
               "/${AppName}/${Stage}/${AWS::Region}/ExecutionStateTableName",
               "/${AppName}/${Stage}/${AWS::Region}/ExecutionStateTableFields",
               "/${AppName}/${Stage}/${AWS::Region}/BuildJobQueueArn",

From dd576c152b714c5790f19ea2ca4974941f4a4f24 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 6 Jul 2023 12:38:36 -0700
Subject: [PATCH 090/367] clean up

---
 .../lambda_layers/gfe_db_models/gfedbmodels/utils.py         | 5 ++---
 1 file changed, 2 insertions(+), 3 deletions(-)

diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py
index 9a49e49c..a5376d2c 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py
@@ -11,7 +11,6 @@
 import requests
 import multiprocessing
 from concurrent.futures import ThreadPoolExecutor, as_completed
-import boto3
 from botocore.exceptions import ClientError
 from .types import (
     SourceConfig,
@@ -22,10 +21,8 @@
     ExecutionDetailsConfig,
 )
 from .constants import (
-    session,
     infra,
     pipeline,
-    database
 )
 
 # Logging
@@ -33,6 +30,8 @@
 logger.setLevel(logging.INFO)
 
 AWS_REGION = os.environ["AWS_REGION"]
+
+# TODO can call these directly in the functions instead of decarling and passing them in, they should be cached
 GITHUB_PERSONAL_ACCESS_TOKEN = infra.secrets.GitHubPersonalAccessToken
 GITHUB_REPOSITORY_OWNER = pipeline.params.GitHubSourceRepository["owner"]
 GITHUB_REPOSITORY_NAME = pipeline.params.GitHubSourceRepository["name"]

From 0705ab0764094fde6ef9afe59f8c490397cf20f5 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 9 Jul 2023 16:31:45 -0700
Subject: [PATCH 091/367] separate utility functions from functions using
 gfe-db models

---
 gfe-db/pipeline/config/execution-state.json   | 1100 ++++++++---------
 gfe-db/pipeline/config/source-config.json     |    4 +-
 .../functions/check_source_update/app.py      |   29 +-
 .../check_source_update/constants.py          |    2 -
 .../functions/get_execution_state/app.py      |   32 +-
 .../functions/invoke_load_script/app.py       |    1 -
 .../functions/invoke_update_pipeline/app.py   |    2 -
 .../functions/validate_build_output/app.py    |    5 +-
 .../gfe_db_models/gfedbmodels/__init__.py     |    3 +-
 .../gfe_db_models/gfedbmodels/constants.py    |    1 -
 .../gfe_db_models/gfedbmodels/ingest.py       |  169 +++
 .../gfe_db_models/gfedbmodels/types.py        |   10 +-
 .../gfe_db_models/gfedbmodels/utils.py        |  155 ---
 .../pipeline/scripts/source_config/build.py   |   31 +-
 gfe-db/pipeline/scripts/source_config/load.py |   25 +-
 15 files changed, 804 insertions(+), 765 deletions(-)
 create mode 100644 gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/ingest.py

diff --git a/gfe-db/pipeline/config/execution-state.json b/gfe-db/pipeline/config/execution-state.json
index d088447a..1b5dc390 100644
--- a/gfe-db/pipeline/config/execution-state.json
+++ b/gfe-db/pipeline/config/execution-state.json
@@ -1,8 +1,8 @@
 {
-    "created_utc": "2023-06-13T23:31:50Z",
+    "created_utc": "2023-07-09T22:55:58Z",
     "items": [
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -20,7 +20,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -38,7 +38,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -56,7 +56,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -74,7 +74,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -92,7 +92,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -110,7 +110,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -128,7 +128,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -146,7 +146,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -164,7 +164,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -182,7 +182,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -200,7 +200,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -218,7 +218,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -236,7 +236,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -254,7 +254,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -272,7 +272,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -290,7 +290,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -308,7 +308,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -326,7 +326,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -344,7 +344,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -362,7 +362,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -380,7 +380,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -398,7 +398,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -416,7 +416,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -434,7 +434,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -452,7 +452,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -470,7 +470,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -488,7 +488,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -506,7 +506,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -524,7 +524,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -542,7 +542,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -560,7 +560,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -578,7 +578,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -596,7 +596,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -614,7 +614,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -632,7 +632,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -650,7 +650,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -668,7 +668,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -686,7 +686,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -704,7 +704,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -722,7 +722,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -740,7 +740,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -758,7 +758,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -776,7 +776,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -794,7 +794,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -812,7 +812,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -830,7 +830,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -848,7 +848,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -866,7 +866,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -884,7 +884,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -902,7 +902,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -920,7 +920,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -938,7 +938,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -956,7 +956,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -974,7 +974,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -992,7 +992,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -1010,7 +1010,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
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+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9434,7 +9434,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9452,7 +9452,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9470,7 +9470,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9488,7 +9488,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9506,7 +9506,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9524,7 +9524,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9542,7 +9542,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9560,7 +9560,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9578,7 +9578,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9596,7 +9596,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9614,7 +9614,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9632,7 +9632,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9650,7 +9650,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9668,7 +9668,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9686,7 +9686,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9704,7 +9704,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9722,7 +9722,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9740,7 +9740,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9758,7 +9758,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9776,7 +9776,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9794,7 +9794,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9812,7 +9812,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9830,7 +9830,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9848,7 +9848,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9866,7 +9866,7 @@
             }
         },
         {
-            "created_utc": "2023-06-13T23:31:50Z",
+            "created_utc": "2023-07-09T22:55:58Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
diff --git a/gfe-db/pipeline/config/source-config.json b/gfe-db/pipeline/config/source-config.json
index 2ebbad6f..5e730197 100644
--- a/gfe-db/pipeline/config/source-config.json
+++ b/gfe-db/pipeline/config/source-config.json
@@ -1,6 +1,6 @@
 {
-    "created_utc": "2023-06-13T23:31:50Z",
-    "updated_utc": "2023-06-13T23:31:50Z",
+    "created_utc": "2023-07-09T22:55:58Z",
+    "updated_utc": "2023-07-09T22:55:58Z",
     "repositories": {
         "ANHIG/IMGTHLA": {
             "owner": "ANHIG",
diff --git a/gfe-db/pipeline/functions/check_source_update/app.py b/gfe-db/pipeline/functions/check_source_update/app.py
index a20982b9..8d83e70f 100644
--- a/gfe-db/pipeline/functions/check_source_update/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/app.py
@@ -7,10 +7,8 @@
 this function will not reprocess the deleted items.
 """
 import os
-
 if __name__ != "app":
     import sys
-
     # for dev, local path to gfe-db modules
     # ./gfe-db/pipeline/lambda_layers/gfe_db_models (use absolute path)
     sys.path.append(os.environ["GFEDBMODELS_PATH"])
@@ -18,16 +16,7 @@
 from decimal import Decimal
 from datetime import datetime, timedelta
 import json
-from constants import (
-    session,
-    PIPELINE_SOURCE_CONFIG_S3_PATH,
-    GITHUB_REPOSITORY_OWNER,
-    GITHUB_REPOSITORY_NAME,
-    execution_state_table_name,
-    data_bucket_name,
-    gfedb_processing_queue_url,
-    execution_state_table_fields,
-)
+from gfedbmodels.constants import session
 from gfedbmodels.types import (
     str_to_datetime,
     str_from_datetime,
@@ -37,14 +26,26 @@
     ExecutionDetailsConfig,
     ExecutionPayloadItem,
 )
+# TODO update after refactor
 from gfedbmodels.utils import (
-    read_source_config,
     restore_nested_json,
     list_commits,
-    get_release_version_for_commit,
     flatten_json,
     filter_null_fields,
 )
+from gfedbmodels.ingest import (
+    read_source_config,
+    get_release_version_for_commit
+)
+from constants import (
+    PIPELINE_SOURCE_CONFIG_S3_PATH,
+    GITHUB_REPOSITORY_OWNER,
+    GITHUB_REPOSITORY_NAME,
+    execution_state_table_name,
+    data_bucket_name,
+    gfedb_processing_queue_url,
+    execution_state_table_fields,
+)
 
 logger = logging.getLogger()
 logger.setLevel(logging.INFO)
diff --git a/gfe-db/pipeline/functions/check_source_update/constants.py b/gfe-db/pipeline/functions/check_source_update/constants.py
index 824b4a8e..4c1ca28f 100644
--- a/gfe-db/pipeline/functions/check_source_update/constants.py
+++ b/gfe-db/pipeline/functions/check_source_update/constants.py
@@ -1,6 +1,4 @@
 import os
-import boto3
-from awsparameters import AppConfig
 from gfedbmodels.constants import (
     session,
     infra,
diff --git a/gfe-db/pipeline/functions/get_execution_state/app.py b/gfe-db/pipeline/functions/get_execution_state/app.py
index 4dce1e32..c343e5fb 100644
--- a/gfe-db/pipeline/functions/get_execution_state/app.py
+++ b/gfe-db/pipeline/functions/get_execution_state/app.py
@@ -9,6 +9,17 @@
     sys.path.append(os.environ["GFEDBMODELS_PATH"])
 import logging
 import json
+from gfedbmodels.types import (
+    ExecutionPayloadItem,
+    ExecutionStateItem
+)
+from gfedbmodels.constants import (
+    session,
+    pipeline
+)
+from gfedbmodels.utils import (
+    restore_nested_json
+)
 
 logger = logging.getLogger()
 logger.setLevel(logging.INFO)
@@ -17,18 +28,33 @@
 APP_NAME = os.environ["APP_NAME"]
 STAGE = os.environ["STAGE"]
 
+dynamodb = session.resource("dynamodb")
+table = dynamodb.Table(pipeline.params.ExecutionStateTableName)
 
 def lambda_handler(event, context):
     logger.info(json.dumps(event))
 
-    # TODO validate input
+    # validate input
+    execution_payload_item = ExecutionPayloadItem(**event)
+
     # TODO Get state for commit in input
-    # TODO Return state
-    # TODO return the SQS message receipt in case it needs to be returned to the queue if the state machine fails
+    commit_state = table.get_item(
+        Key={
+            "commit__sha": execution_payload_item.commit_sha,
+            "execution__version": execution_payload_item.version
+        }
+    )['Item']
+
+    commit_state = restore_nested_json(commit_state, split_on="__")
+    commit_state = ExecutionStateItem(**commit_state) # TODO table logic in models.utils
+
+    # TODO Return state, include the SQS message receipt in case it needs to be returned to the queue if the state machine fails
 
     return
 
 
+
+
 if __name__ == "__main__":
     from pathlib import Path
 
diff --git a/gfe-db/pipeline/functions/invoke_load_script/app.py b/gfe-db/pipeline/functions/invoke_load_script/app.py
index 9ce47472..63fd3860 100644
--- a/gfe-db/pipeline/functions/invoke_load_script/app.py
+++ b/gfe-db/pipeline/functions/invoke_load_script/app.py
@@ -8,7 +8,6 @@
 
 import logging
 import json
-import boto3
 from gfedbmodels.constants import (
     session,
     pipeline,
diff --git a/gfe-db/pipeline/functions/invoke_update_pipeline/app.py b/gfe-db/pipeline/functions/invoke_update_pipeline/app.py
index ec8c0fb7..46546228 100644
--- a/gfe-db/pipeline/functions/invoke_update_pipeline/app.py
+++ b/gfe-db/pipeline/functions/invoke_update_pipeline/app.py
@@ -9,10 +9,8 @@
 import logging
 from datetime import datetime
 import json
-import boto3
 from gfedbmodels.constants import (
     session,
-    infra,
     pipeline,
     database
 )
diff --git a/gfe-db/pipeline/functions/validate_build_output/app.py b/gfe-db/pipeline/functions/validate_build_output/app.py
index 418eebba..74566de3 100644
--- a/gfe-db/pipeline/functions/validate_build_output/app.py
+++ b/gfe-db/pipeline/functions/validate_build_output/app.py
@@ -8,13 +8,10 @@
 import logging
 import re
 import json
-import boto3
 import polars as pl
 from gfedbmodels.constants import (
     session,
-    infra,
-    pipeline,
-    database
+    infra
 )
 
 logger = logging.getLogger()
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/__init__.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/__init__.py
index 90f60fdd..0720e82c 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/__init__.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/__init__.py
@@ -1 +1,2 @@
-from .utils import *
\ No newline at end of file
+# from .utils import *
+# from .ingest import *
\ No newline at end of file
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py
index 19983d0f..2d207a76 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py
@@ -1,6 +1,5 @@
 import os
 import logging
-import boto3
 from awsparameters import AppConfig
 from awsparameters.manager import SessionManager
 
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/ingest.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/ingest.py
new file mode 100644
index 00000000..4f1b625e
--- /dev/null
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/ingest.py
@@ -0,0 +1,169 @@
+import logging
+from typing import List, Dict, Union
+import multiprocessing
+from concurrent.futures import ThreadPoolExecutor, as_completed
+from .constants import (
+    pipeline
+)
+from .types import (
+    SourceConfig,
+    RepositoryConfig,
+    TargetMetadataConfig,
+    Commit,
+    ExecutionStateItem,
+    ExecutionDetailsConfig,
+)
+from .utils import (
+    cache_pickle,
+    read_s3_json,
+    sort_execution_state_items,
+    filter_nulls,
+    get_repo_asset,
+    find_text
+)
+
+logger = logging.getLogger(__name__)
+logger.setLevel(logging.INFO)
+
+def read_source_config(s3_client, bucket, key):
+    data = read_s3_json(s3_client, bucket, key)
+    return SourceConfig(**data)
+
+# def write_source_config(bucket, key, source_config: SourceConfig):
+#     write_s3_json(bucket, key, source_config.dict())
+
+def process_execution_state_item(
+    timestamp: str,
+    commit: Dict[str, str],
+    repository_config: RepositoryConfig,
+    target_metadata_config: TargetMetadataConfig,
+    limit: int = None,
+) -> Dict[str, str]:
+    errors = 0
+    sha = commit["sha"]
+
+    for config in target_metadata_config.items:
+        try:
+            logger.info(
+                f"Getting release version for sha {sha} from {config.asset_path}"
+            )
+            release_version = get_release_version_for_commit(commit, **config.dict())
+            logger.info(f"Found release version {release_version} ({sha})")
+
+            result = {
+                "created_utc": timestamp,
+                "repository": repository_config,
+                "commit": Commit(**commit),
+                "execution": ExecutionDetailsConfig(
+                    version=release_version,
+                    status="NOT_PROCESSED",
+                    date_utc=None,
+                    input_parameters=None,
+                ),
+            }
+
+        except Exception as e:
+            # This is because Allelelist.txt for certain commits doesn't contain the release version or name
+            # Need to find another file that indicates the release version should be small
+            errors += 1
+            logger.info(f"Commit {sha} failed: {e}")
+
+            # Throw error if all possible asset paths have been tried
+            if errors == len(target_metadata_config.items):
+                # logger.error(f"Max errors reached. Exiting loop.")
+                raise e
+            else:
+                continue
+
+        # return error count and increment outside this function
+
+        # TODO deserialize to ExecutionStateItem
+        return result
+    
+def parallel_process_execution_state_items(
+    timestamp: str,
+    commits: List[Dict[str, str]],
+    repository_config: RepositoryConfig,
+    target_metadata_config: TargetMetadataConfig,
+    limit: int = None,
+):
+    execution_state_items = []
+    num_cores = multiprocessing.cpu_count()
+    num_threads = max(1, num_cores - 1)  # Reserve one core for other processes
+    num_threads = min(6, num_cores)  # limit threads to avoid GitHub API rate limit
+
+    # Create a ThreadPoolExecutor with the specified number of threads
+    with ThreadPoolExecutor(max_workers=num_threads) as executor:
+        # Submit the process_commit function for each commit to the executor
+        futures = [
+            executor.submit(
+                process_execution_state_item,
+                timestamp,
+                commit,
+                repository_config,
+                target_metadata_config,
+            )
+            for commit in commits[:limit]
+        ]
+
+        # Collect the results as they complete
+        execution_state_items = [future.result() for future in as_completed(futures)]
+
+    return [
+        ExecutionStateItem(**item)
+        for item in sort_execution_state_items(filter_nulls(execution_state_items))
+    ]
+
+
+# limit is int or None
+@cache_pickle
+def process_execution_state_items(
+    timestamp: str,
+    commits: List[Dict[str, str]],
+    repository_config: RepositoryConfig,
+    target_metadata_config: TargetMetadataConfig,
+    limit: None = None,
+    parallel: str = False,
+) -> List[Dict[str, str]]:
+    if parallel == True:
+        if limit:
+            logger.warning("'limit' will not work if parallel processing is enabled")
+        return parallel_process_execution_state_items(
+            timestamp=timestamp,
+            commits=commits,
+            repository_config=repository_config,
+            target_metadata_config=target_metadata_config,
+            limit=limit,
+        )
+    else:
+        execution_state_items = []
+        for commit in commits[:limit]:
+            execution_state_items.append(
+                process_execution_state_item(
+                    commit=commit,
+                    repository_config=repository_config,
+                    target_metadata_config=target_metadata_config,
+                    limit=limit,
+                )
+            )
+
+        return [
+            ExecutionStateItem(**item)
+            for item in sort_execution_state_items(filter_nulls(execution_state_items))
+        ]
+    
+
+def get_release_version_for_commit(commit: Union[Commit, dict], **kwargs) -> int:
+    try:
+        sha = commit["sha"]
+    except:
+        sha = commit.sha
+    asset_path = kwargs["asset_path"]
+    release_version_regex = kwargs["metadata_regex"]
+    allele_list = get_repo_asset(
+        pipeline.params.GitHubSourceRepository["owner"], pipeline.params.GitHubSourceRepository["name"], asset_path, sha
+    )
+    release_version = find_text(release_version_regex, allele_list)
+    if release_version is None:
+        raise Exception(f"Release version not found for commit {sha}")
+    return int(release_version.replace(".", "")[:4])
\ No newline at end of file
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
index 95437324..0714902d 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
@@ -7,9 +7,9 @@
 # ExecutionState is changed using Step Functions DynamoDB states
 # SKIPPED: never processed (set by CheckSourceUpdate) ✅
 # PENDING: state machine execution started (set by CheckSourceUpdate) ✅
-# IN_PROGRESS: batch build job triggered (set by state machine)
-# SUCCESS: state machine execution succeeded (set by state machine)
-# FAILED: state machine execution failed (set by state machine)
+# IN_PROGRESS: batch build job triggered (set by state machine) ✅
+# SUCCESS: state machine execution succeeded (set by state machine) ✅
+# FAILED: state machine execution failed (set by state machine) ✅
 
 # TODO remove None, default is NOT_PROCESSED
 valid_statuses = [
@@ -175,6 +175,10 @@ class ExecutionStateItem(BaseModel):
     commit: Commit
     execution: ExecutionDetailsConfig
 
+    @classmethod
+    def from_execution_state_item(cls, item):
+        pass
+
 
 class ExecutionState(BaseModel):
     created_utc: str
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py
index a5376d2c..ce98ef2d 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py
@@ -9,17 +9,7 @@
 import pickle
 import re
 import requests
-import multiprocessing
-from concurrent.futures import ThreadPoolExecutor, as_completed
 from botocore.exceptions import ClientError
-from .types import (
-    SourceConfig,
-    RepositoryConfig,
-    TargetMetadataConfig,
-    Commit,
-    ExecutionStateItem,
-    ExecutionDetailsConfig,
-)
 from .constants import (
     infra,
     pipeline,
@@ -195,15 +185,6 @@ def write_s3_json(s3_client, bucket, key, data):
         raise err
 
 
-def read_source_config(s3_client, bucket, key):
-    data = read_s3_json(s3_client, bucket, key)
-    return SourceConfig(**data)
-
-
-# def write_source_config(bucket, key, source_config: SourceConfig):
-#     write_s3_json(bucket, key, source_config.dict())
-
-
 def list_commits(owner, repo, **params):
     """Return a list of GitHub commits for the specified repository"""
 
@@ -519,22 +500,6 @@ def find_text(pattern, input_str):
         return text
 
 
-def get_release_version_for_commit(commit: Union[Commit, dict], **kwargs) -> int:
-    try:
-        sha = commit["sha"]
-    except:
-        sha = commit.sha
-    asset_path = kwargs["asset_path"]
-    release_version_regex = kwargs["metadata_regex"]
-    allele_list = get_repo_asset(
-        GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME, asset_path, sha
-    )
-    release_version = find_text(release_version_regex, allele_list)
-    if release_version is None:
-        raise Exception(f"Release version not found for commit {sha}")
-    return int(release_version.replace(".", "")[:4])
-
-
 def filter_nulls(items: List[Dict[str, str]]) -> List[Dict[str, str]]:
     """Filter out null items from a list of dictionaries
 
@@ -584,123 +549,3 @@ def sort_execution_state_items(
         key=lambda x: x["commit"].date_utc,
         reverse=(not ascending),
     )
-
-
-def process_execution_state_item(
-    timestamp: str,
-    commit: Dict[str, str],
-    repository_config: RepositoryConfig,
-    target_metadata_config: TargetMetadataConfig,
-    limit: int = None,
-) -> Dict[str, str]:
-    errors = 0
-    sha = commit["sha"]
-
-    for config in target_metadata_config.items:
-        try:
-            logger.info(
-                f"Getting release version for sha {sha} from {config.asset_path}"
-            )
-            release_version = get_release_version_for_commit(commit, **config.dict())
-            logger.info(f"Found release version {release_version} ({sha})")
-
-            result = {
-                "created_utc": timestamp,
-                "repository": repository_config,
-                "commit": Commit(**commit),
-                "execution": ExecutionDetailsConfig(
-                    version=release_version,
-                    status="NOT_PROCESSED",
-                    date_utc=None,
-                    input_parameters=None,
-                ),
-            }
-
-        except Exception as e:
-            # This is because Allelelist.txt for certain commits doesn't contain the release version or name
-            # Need to find another file that indicates the release version should be small
-            errors += 1
-            logger.error(f"Error processing commit {sha}: {e}")
-            if errors == len(target_metadata_config.items):
-                # logger.error(f"Max errors reached. Exiting loop.")
-                raise e
-            else:
-                continue
-
-        # return error count and increment outside this function
-
-        # TODO deserialize to ExecutionStateItem
-        return result
-
-
-def parallel_process_execution_state_items(
-    timestamp: str,
-    commits: List[Dict[str, str]],
-    repository_config: RepositoryConfig,
-    target_metadata_config: TargetMetadataConfig,
-    limit: int = None,
-):
-    execution_state_items = []
-    num_cores = multiprocessing.cpu_count()
-    num_threads = max(1, num_cores - 1)  # Reserve one core for other processes
-    num_threads = min(6, num_cores)  # limit threads to avoid GitHub API rate limit
-
-    # Create a ThreadPoolExecutor with the specified number of threads
-    with ThreadPoolExecutor(max_workers=num_threads) as executor:
-        # Submit the process_commit function for each commit to the executor
-        futures = [
-            executor.submit(
-                process_execution_state_item,
-                timestamp,
-                commit,
-                repository_config,
-                target_metadata_config,
-            )
-            for commit in commits[:limit]
-        ]
-
-        # Collect the results as they complete
-        execution_state_items = [future.result() for future in as_completed(futures)]
-
-    return [
-        ExecutionStateItem(**item)
-        for item in sort_execution_state_items(filter_nulls(execution_state_items))
-    ]
-
-
-# limit is int or None
-@cache_pickle
-def process_execution_state_items(
-    timestamp: str,
-    commits: List[Dict[str, str]],
-    repository_config: RepositoryConfig,
-    target_metadata_config: TargetMetadataConfig,
-    limit: None = None,
-    parallel: str = False,
-) -> List[Dict[str, str]]:
-    if parallel == True:
-        if limit:
-            logger.warning("'limit' will not work if parallel processing is enabled")
-        return parallel_process_execution_state_items(
-            timestamp=timestamp,
-            commits=commits,
-            repository_config=repository_config,
-            target_metadata_config=target_metadata_config,
-            limit=limit,
-        )
-    else:
-        execution_state_items = []
-        for commit in commits[:limit]:
-            execution_state_items.append(
-                process_execution_state_item(
-                    commit=commit,
-                    repository_config=repository_config,
-                    target_metadata_config=target_metadata_config,
-                    limit=limit,
-                )
-            )
-
-        return [
-            ExecutionStateItem(**item)
-            for item in sort_execution_state_items(filter_nulls(execution_state_items))
-        ]
diff --git a/gfe-db/pipeline/scripts/source_config/build.py b/gfe-db/pipeline/scripts/source_config/build.py
index 2e1dc734..3191b1a1 100644
--- a/gfe-db/pipeline/scripts/source_config/build.py
+++ b/gfe-db/pipeline/scripts/source_config/build.py
@@ -1,7 +1,6 @@
 """
 Builds the execution state for the given repository source from the static repository source configuration (`source-config.json`).
 """
-
 import os
 import sys
 
@@ -11,31 +10,37 @@
 
 from pathlib import Path
 import logging
-
 logging.basicConfig(level=logging.INFO)
 logger = logging.getLogger(__name__)
 from datetime import datetime
-
-utc_now = datetime.utcnow().strftime("%Y-%m-%dT%H:%M:%SZ")
+utc_now = datetime.utcnow().strftime("%Y-%m-%dT%H:%M:%SZ") # TODO match format 2023-07-06T19:03:55.500Z
 import json
-
-# these libraries are shared from the check_source_update function
-from gfedbmodels.types import SourceConfig, RepositoryConfig, ExecutionState
-from gfedbmodels import (
+print(json.dumps(sys.path, indent=4))
+from gfedbmodels.constants import (
+    infra,
+    pipeline
+)
+from gfedbmodels.utils import (
     paginate_commits,
     select_fields,
     flatten_json_records,
     select_keys,
     rename_fields,
-    process_execution_state_items,
     filter_nested_nulls,
 )
+from gfedbmodels.types import (
+    SourceConfig, 
+    RepositoryConfig, 
+    ExecutionState
+)
+from gfedbmodels.ingest import (
+    process_execution_state_items
+)
 
 # Environment variables
-APP_NAME = os.environ["APP_NAME"]
-GITHUB_REPOSITORY_OWNER = os.environ["GITHUB_REPOSITORY_OWNER"]
-GITHUB_REPOSITORY_NAME = os.environ["GITHUB_REPOSITORY_NAME"]
-DATA_BUCKET_NAME = os.environ["DATA_BUCKET_NAME"]
+GITHUB_REPOSITORY_OWNER = pipeline.params.GitHubSourceRepository["owner"]
+GITHUB_REPOSITORY_NAME = pipeline.params.GitHubSourceRepository["name"]
+DATA_BUCKET_NAME = infra.params.DataBucketName
 
 
 if __name__ == "__main__":
diff --git a/gfe-db/pipeline/scripts/source_config/load.py b/gfe-db/pipeline/scripts/source_config/load.py
index fae2f6d0..d54c051d 100644
--- a/gfe-db/pipeline/scripts/source_config/load.py
+++ b/gfe-db/pipeline/scripts/source_config/load.py
@@ -1,6 +1,7 @@
 """
 Loads the initial gfe-db execution state to DynamoDB table.
 
+TODO Sync state to local script so it can be reloaded from local
 TODO solution to avoid overwriting data when running this script (regular DynamoDB backups to S3 etc, fetch file from S3 and compare)
 """
 import os
@@ -17,29 +18,25 @@
 
 utc_now = datetime.utcnow().strftime("%Y-%m-%dT%H:%M:%SZ")
 import json
-import boto3
-from gfedbmodels.constants import execution_state_table_fields
+from gfedbmodels.constants import (
+    session,
+    pipeline
+)
 from gfedbmodels.types import (
     ExecutionState,
 )
-from gfedbmodels.utils import flatten_json_records, filter_null_fields
+from gfedbmodels.utils import flatten_json_records
 
 logging.basicConfig(level=logging.INFO)
 logger = logging.getLogger(__name__)
 
-ssm = boto3.client("ssm")
-dynamodb = boto3.resource("dynamodb")
+ssm = session.clients["ssm"]
+dynamodb = session.resource("dynamodb")
 
-AWS_REGION = os.environ["AWS_REGION"]
-APP_NAME = os.environ["APP_NAME"]
-STAGE = os.environ["STAGE"]
-DATA_BUCKET_NAME = os.environ["DATA_BUCKET_NAME"]
-GITHUB_REPOSITORY_OWNER = os.environ["GITHUB_REPOSITORY_OWNER"]
-GITHUB_REPOSITORY_NAME = os.environ["GITHUB_REPOSITORY_NAME"]
+# TODO
+execution_state_table_fields = pipeline.params.ExecutionStateTableFields
+execution_state_table_name = pipeline.params.ExecutionStateTableName
 
-execution_state_table_name = ssm.get_parameter(
-    Name=f"/{APP_NAME}/{STAGE}/{AWS_REGION}/ExecutionStateTableName"
-)["Parameter"]["Value"]
 table = dynamodb.Table(execution_state_table_name)
 
 if __name__ == "__main__":

From f0d40efa81985bb7331a5341c0527c71c320d993 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 9 Jul 2023 18:36:39 -0700
Subject: [PATCH 092/367] add GetState Lambda to pipeline

---
 .../functions/get_execution_state/app.py      | 20 +++++---------
 .../functions/invoke_update_pipeline/app.py   | 22 +++++++++-------
 .../gfe_db_models/gfedbmodels/types.py        |  7 +++--
 .../pipeline/statemachines/pipeline.asl.json  | 26 ++-----------------
 gfe-db/pipeline/template.yaml                 | 17 ++++++------
 5 files changed, 33 insertions(+), 59 deletions(-)

diff --git a/gfe-db/pipeline/functions/get_execution_state/app.py b/gfe-db/pipeline/functions/get_execution_state/app.py
index c343e5fb..6c8f132f 100644
--- a/gfe-db/pipeline/functions/get_execution_state/app.py
+++ b/gfe-db/pipeline/functions/get_execution_state/app.py
@@ -17,17 +17,10 @@
     session,
     pipeline
 )
-from gfedbmodels.utils import (
-    restore_nested_json
-)
 
 logger = logging.getLogger()
 logger.setLevel(logging.INFO)
 
-# Environment
-APP_NAME = os.environ["APP_NAME"]
-STAGE = os.environ["STAGE"]
-
 dynamodb = session.resource("dynamodb")
 table = dynamodb.Table(pipeline.params.ExecutionStateTableName)
 
@@ -45,14 +38,13 @@ def lambda_handler(event, context):
         }
     )['Item']
 
-    commit_state = restore_nested_json(commit_state, split_on="__")
-    commit_state = ExecutionStateItem(**commit_state) # TODO table logic in models.utils
-
-    # TODO Return state, include the SQS message receipt in case it needs to be returned to the queue if the state machine fails
-
-    return
-
+    # Validate record with pydantic model
+    execution_state_item = ExecutionStateItem.from_execution_state_item(commit_state)
 
+    # return payload to step functions
+    # event["state"] = execution_state_item.model_dump()
+    
+    return execution_state_item.model_dump()
 
 
 if __name__ == "__main__":
diff --git a/gfe-db/pipeline/functions/invoke_update_pipeline/app.py b/gfe-db/pipeline/functions/invoke_update_pipeline/app.py
index 46546228..3390d1b7 100644
--- a/gfe-db/pipeline/functions/invoke_update_pipeline/app.py
+++ b/gfe-db/pipeline/functions/invoke_update_pipeline/app.py
@@ -33,16 +33,14 @@
 gfe_db_processing_queue_url = pipeline.params.GfeDbProcessingQueueUrl
 
 # Check that database is running, abort if not
-try:
-    response = ec2.describe_instance_status(InstanceIds=[neo4j_database_instance_id])
-    if response["InstanceStatuses"][0]["InstanceState"]["Name"] != "running":
-        raise Exception(
-            f"Instance {neo4j_database_instance_id} is not running, aborting..."
-        )
-    else:
-        logger.info(f"Instance {neo4j_database_instance_id} is running")
-except Exception as e:
-    raise e
+
+response = ec2.describe_instance_status(InstanceIds=[neo4j_database_instance_id])
+if response["InstanceStatuses"][0]["InstanceState"]["Name"] != "running":
+    raise Exception(
+        f"Instance {neo4j_database_instance_id} is not running, aborting..."
+    )
+else:
+    logger.info(f"Instance {neo4j_database_instance_id} is running")
 
 
 def lambda_handler(event, context):
@@ -51,6 +49,10 @@ def lambda_handler(event, context):
     for record in event["Records"]:
         try:
             message = json.loads(record["body"])
+
+            # Include receipt handle in message to return to queue if step function fails
+            message["receipt_handle"] = record["receiptHandle"]
+            
             logger.info(
                 f"Received message for version {message['version']} and commit {message['commit_sha']}"
             )
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
index 0714902d..ba2eee35 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
@@ -3,6 +3,7 @@
 from typing import Optional
 from pydantic import BaseModel, validator, root_validator
 import jmespath
+from .utils import restore_nested_json
 
 # ExecutionState is changed using Step Functions DynamoDB states
 # SKIPPED: never processed (set by CheckSourceUpdate) ✅
@@ -176,8 +177,10 @@ class ExecutionStateItem(BaseModel):
     execution: ExecutionDetailsConfig
 
     @classmethod
-    def from_execution_state_item(cls, item):
-        pass
+    def from_execution_state_item(cls, execution_state_item: dict):
+        # Items from table are separated by "__" because "." is not allowed in DynamoDB
+        execution_state_item = restore_nested_json(execution_state_item, split_on="__")
+        return cls(**execution_state_item)
 
 
 class ExecutionState(BaseModel):
diff --git a/gfe-db/pipeline/statemachines/pipeline.asl.json b/gfe-db/pipeline/statemachines/pipeline.asl.json
index 6c1cc116..1859a712 100644
--- a/gfe-db/pipeline/statemachines/pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/pipeline.asl.json
@@ -3,18 +3,7 @@
     "States": {
         "GetState": {
             "Type": "Task",
-            "Resource": "arn:aws:states:::dynamodb:getItem",
-            "ResultSelector": {
-                "commit__sha.$": "$.Item.commit__sha.S",
-                "execution__version.$": "$.Item.execution__version.N",
-                "commit__date_utc.$": "$.Item.commit__date_utc.S",
-                "commit__html_url.$": "$.Item.commit__html_url.S",
-                "commit__message.$": "$.Item.commit__message.S",
-                "created_utc.$": "$.Item.created_utc.S",
-                "repository__name.$": "$.Item.repository__name.S",
-                "repository__owner.$": "$.Item.repository__owner.S",
-                "repository__url.$": "$.Item.repository__url.S"
-            },
+            "Resource": "${GetExecutionStateFunctionArn}",
             "ResultPath": "$.state",
             "Catch": [
                 {
@@ -24,18 +13,7 @@
                     "Next": "ReportFailure"
                 }
             ],
-            "Next": "BuildRelease",
-            "Parameters": {
-                "TableName": "${ExecutionStateTable}",
-                "Key": {
-                    "commit__sha": {
-                        "S.$": "$.commit_sha"
-                    },
-                    "execution__version": {
-                        "N.$": "States.Format('{}', $.version)"
-                    }
-                }
-            }
+            "Next": "BuildRelease"
         },
         "BuildRelease": {
             "Type": "Parallel",
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index f0058dfe..f98a2190 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -627,6 +627,7 @@ Resources:
     Properties:
       DefinitionUri: statemachines/pipeline.asl.json
       DefinitionSubstitutions:
+        GetExecutionStateFunctionArn: !GetAtt GetExecutionStateFunction.Arn
         ExecutionStateTable: !Ref ExecutionStateTable
         DataBucketName: !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}'
         ValidateBuildOutputFunctionArn: !GetAtt ValidateBuildOutputFunction.Arn
@@ -638,21 +639,19 @@ Resources:
         LoadReleaseActivityArn: !Ref LoadReleaseActivity
       Policies:
         - LambdaInvokePolicy:
-            FunctionName: GfeDbBuildJobMockFunction
+          FunctionName: !Ref GetExecutionStateFunction # TODO BOOKMARK fix invalid policy error
         - LambdaInvokePolicy:
-            FunctionName: GfeDbLoadMockFunction
-        - LambdaInvokePolicy:
-            FunctionName: !Ref ValidateBuildOutputFunction
+          FunctionName: !Ref ValidateBuildOutputFunction
         - S3ReadPolicy:
-            BucketName: !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}'
+          BucketName: !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}'
         - LambdaInvokePolicy:
-            FunctionName: !Ref InvokeLoadScriptFunction
+          FunctionName: !Ref InvokeLoadScriptFunction
         - DynamoDBReadPolicy:
-            TableName: !Ref ExecutionStateTable
+          TableName: !Ref ExecutionStateTable
         - DynamoDBWritePolicy:
-            TableName: !Ref ExecutionStateTable
+          TableName: !Ref ExecutionStateTable
         - SNSPublishMessagePolicy:
-            TopicName: !GetAtt GfeDbExecutionResultTopic.TopicName 
+          TopicName: !GetAtt GfeDbExecutionResultTopic.TopicName 
         - Version: "2012-10-17"
           Statement:
             - Effect: "Allow"

From 31d09664af76dfa41a8f2cc2dd138653407fe16d Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Mon, 10 Jul 2023 11:29:35 -0700
Subject: [PATCH 093/367] parameterize VPC and public subnet

---
 gfe-db/infrastructure/Makefile      |  2 +
 gfe-db/infrastructure/template.yaml | 94 +++++++++++++++--------------
 gfe-db/pipeline/template.yaml       |  1 +
 3 files changed, 52 insertions(+), 45 deletions(-)

diff --git a/gfe-db/infrastructure/Makefile b/gfe-db/infrastructure/Makefile
index 82c2689e..b4734663 100644
--- a/gfe-db/infrastructure/Makefile
+++ b/gfe-db/infrastructure/Makefile
@@ -19,6 +19,8 @@ service.deploy:
 		--parameter-overrides \
 			Stage="$${STAGE}" \
 			AppName="$${APP_NAME}" \
+			VpcId="$${VPC_ID}" \
+			PublicSubnetId="$${PUBLIC_SUBNET_ID}" \
 			DataBucketName="$$DATA_BUCKET_NAME" \
 			GitHubPersonalAccessToken="$$GITHUB_PERSONAL_ACCESS_TOKEN" \
 			HostedZoneId="$${HOSTED_ZONE_ID}" 2>&1 | tee -a $${CFN_LOG_PATH} || true
diff --git a/gfe-db/infrastructure/template.yaml b/gfe-db/infrastructure/template.yaml
index 612a6365..68af4632 100644
--- a/gfe-db/infrastructure/template.yaml
+++ b/gfe-db/infrastructure/template.yaml
@@ -9,6 +9,10 @@ Parameters:
     Type: String
   DataBucketName:
     Type: String
+  VpcId:
+    Type: String
+  PublicSubnetId:
+    Type: String
   GitHubPersonalAccessToken:
     Type: String
     NoEcho: true
@@ -32,53 +36,53 @@ Mappings:
       AvailabilityZone: eu-west-3a
 
 Resources:
-  Vpc:
-    Type: AWS::EC2::VPC
-    Properties:
-      CidrBlock: 10.0.0.0/16
-      EnableDnsHostnames: true
-      EnableDnsSupport: true
-      Tags:
-        - Key: Name
-          Value: !Sub '${Stage}-${AppName}-${AWS::Region}-vpc'
+  # Vpc:
+  #   Type: AWS::EC2::VPC
+  #   Properties:
+  #     CidrBlock: 10.0.0.0/16
+  #     EnableDnsHostnames: true
+  #     EnableDnsSupport: true
+  #     Tags:
+  #       - Key: Name
+  #         Value: !Sub '${Stage}-${AppName}-${AWS::Region}-vpc'
   
-  PublicSubnet:
-    Type: AWS::EC2::Subnet
-    Properties:
-      CidrBlock: 10.0.0.0/24
-      VpcId: !Ref Vpc
-      AvailabilityZone: !FindInMap [AvailabilityZoneMap, !Ref AWS::Region, AvailabilityZone]
-      MapPublicIpOnLaunch: true
+  # PublicSubnet:
+  #   Type: AWS::EC2::Subnet
+  #   Properties:
+  #     CidrBlock: 10.0.0.0/24
+  #     VpcId: !Ref Vpc
+  #     AvailabilityZone: !FindInMap [AvailabilityZoneMap, !Ref AWS::Region, AvailabilityZone]
+  #     MapPublicIpOnLaunch: true
   
-  InternetGateway:
-    Type: AWS::EC2::InternetGateway
+  # InternetGateway:
+  #   Type: AWS::EC2::InternetGateway
   
-  RouteTable:
-    Type: AWS::EC2::RouteTable
-    Properties:
-      VpcId: !Ref Vpc
+  # RouteTable:
+  #   Type: AWS::EC2::RouteTable
+  #   Properties:
+  #     VpcId: !Ref Vpc
   
-  VpcGatewayAttachment:
-    Type: AWS::EC2::VPCGatewayAttachment
-    Properties:
-      VpcId: !Ref Vpc
-      InternetGatewayId: !Ref InternetGateway
+  # VpcGatewayAttachment:
+  #   Type: AWS::EC2::VPCGatewayAttachment
+  #   Properties:
+  #     VpcId: !Ref Vpc
+  #     InternetGatewayId: !Ref InternetGateway
   
-  Route:
-    Type: AWS::EC2::Route
-    DependsOn:
-      - InternetGateway
-      - VpcGatewayAttachment
-    Properties:
-      RouteTableId: !Ref RouteTable
-      DestinationCidrBlock: 0.0.0.0/0
-      GatewayId: !Ref InternetGateway
+  # Route:
+  #   Type: AWS::EC2::Route
+  #   DependsOn:
+  #     - InternetGateway
+  #     - VpcGatewayAttachment
+  #   Properties:
+  #     RouteTableId: !Ref RouteTable
+  #     DestinationCidrBlock: 0.0.0.0/0
+  #     GatewayId: !Ref InternetGateway
   
-  SubnetRouteTableAssociation:
-    Type: AWS::EC2::SubnetRouteTableAssociation
-    Properties:
-      RouteTableId: !Ref RouteTable
-      SubnetId: !Ref PublicSubnet
+  # SubnetRouteTableAssociation:
+  #   Type: AWS::EC2::SubnetRouteTableAssociation
+  #   Properties:
+  #     RouteTableId: !Ref RouteTable
+  #     SubnetId: !Ref PublicSubnet
   
   DataBucket:
     Type: AWS::S3::Bucket
@@ -91,16 +95,16 @@ Resources:
     Properties:
       Type: String
       Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/VpcID'
-      Description: "Name of gfe-db VPC network"
-      Value: !Ref Vpc
+      Description: !Sub "Name of VPC network for ${AppName}"
+      Value: !Ref VpcId
   
   PublicSubnetIDParameter:
     Type: AWS::SSM::Parameter
     Properties:
       Type: String
       Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/PublicSubnetID'
-      Description: "Public Subnet for the gfe-db Neo4j server"
-      Value: !Ref PublicSubnet
+      Description: !Sub "Public Subnet for the ${AppName} Neo4j server"
+      Value: !Ref PublicSubnetId
   
   DataBucketNameParameter:
     Type: AWS::SSM::Parameter
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 10615920..d228704e 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -190,6 +190,7 @@ Resources:
         MaxvCpus: 32
         InstanceTypes:
           - c5d.2xlarge
+        # TODO use private subnet?
         Subnets:
           - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/PublicSubnetID}}'
         SecurityGroupIds:

From 1aa987e28879baae86c2ab713dbd9e49e01aec73 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Tue, 11 Jul 2023 12:26:00 -0700
Subject: [PATCH 094/367] update existing DNS A record using Makefile target

---
 .gitignore                              |  5 ++--
 Makefile                                |  3 +-
 README.md                               | 39 ++++++++++++++++---------
 gfe-db/database/Makefile                |  1 +
 gfe-db/database/template.yaml           | 10 -------
 gfe-db/infrastructure/Makefile          | 17 +++++++++--
 gfe-db/infrastructure/change-batch.json | 17 +++++++++++
 7 files changed, 63 insertions(+), 29 deletions(-)
 create mode 100644 gfe-db/infrastructure/change-batch.json

diff --git a/.gitignore b/.gitignore
index e0850417..9e1bc163 100755
--- a/.gitignore
+++ b/.gitignore
@@ -88,6 +88,8 @@ packaged.yaml
 samconfig.toml
 
 # Project files
+change-batch.json.tmp
+_cache/
 tags
 data/
 *.pem
@@ -104,5 +106,4 @@ ___*
 gfedb.zip
 gfe-db/pipeline/jobs/build/event.json
 gfe-db/pipeline/statemachines/test*
-reports/
-_cache/
\ No newline at end of file
+reports/
\ No newline at end of file
diff --git a/Makefile b/Makefile
index b6b3d7be..91fb5650 100644
--- a/Makefile
+++ b/Makefile
@@ -11,6 +11,7 @@ export AWS_ACCOUNT ?= $(shell aws sts get-caller-identity --query Account --outp
 
 export ROOT_DIR := $(shell pwd)
 export DATABASE_DIR := ${ROOT_DIR}/${APP_NAME}/database
+export INFRA_DIR := ${ROOT_DIR}/${APP_NAME}/infrastructure
 export LOGS_DIR := $(shell echo "${ROOT_DIR}/logs")
 export CFN_LOG_PATH := $(shell echo "${LOGS_DIR}/cfn/logs.txt")
 export PURGE_LOGS := false
@@ -82,7 +83,7 @@ check.dependencies:
 	$(MAKE) check.dependencies.jq
 
 check.dependencies.docker:
-	@if ! docker info >/dev/null 2>&1; then \
+	@if docker info 2>&1 | grep -q 'Is the docker daemon running?'; then \
 		echo "**** Docker is not running. Please start Docker before deploying. ****" && \
 		echo "**** Please refer to the documentation for a list of prerequisistes. ****" && \
 		exit 1; \
diff --git a/README.md b/README.md
index 07acee12..1e6c97c1 100755
--- a/README.md
+++ b/README.md
@@ -126,16 +126,23 @@ The data pipeline layer automates integration of newly released IMGT/HLA data in
 Follow the steps to build and deploy the application to AWS.
 
 ### Quick Start
+1. Retrieve the VPC ID and subnet ID from the AWS console or using the AWS CLI.
 This list outlines the basic steps for deployment. For more details please see the following sections.
-1. Purchase or designate a domain in Route53 and create a hosted zone
-2. Acquire a subscription for the Bitnami Neo4j AMI through [AWS Marketplace](https://aws.amazon.com/marketplace/pp/prodview-v47qqrn2yy7ie?sr=0-4&ref_=beagle&applicationId=AWSMPContessa)
-3. [Install prerequisites](#Prerequisites)
-4. [Set environment variables](#environment-variables)
-5. Check the [config JSONs](#data-pipeline-config) (parameters and state) and edit the values as desired
-6. Run `make deploy` to deploy the stacks to AWS
-7. Run `make database.load.run releases=<version>` to load the Neo4j, or `make database.load.run releases=<version> limit=<limit>` to run with a limited number of alleles
-8. Run `make database.get-credentials` to get the username and password for Neo4j
-9. Run `make database.get-url` to get the URL for Neo4j and navigate to the Neo4j browser at the subdomain and host domain, for example `https://gfe-db.cloudftl.com:7473/browser/`
+2. Purchase or designate a domain in Route53 and create a hosted zone with an A record for the subdomain. You can use the VPC's IP address for the A record because it will be updated later by the deployment script.
+3. Acquire a subscription for the Bitnami Neo4j AMI through [AWS Marketplace](https://aws.amazon.com/marketplace/pp/prodview-v47qqrn2yy7ie?sr=0-4&ref_=beagle&applicationId=AWSMPContessa).
+4. [Install prerequisites](#Prerequisites).
+5. [Set environment variables](#environment) including the ones from the previous steps:
+    - VPC_ID (step 1)
+    - PUBLIC_SUBNET_ID (step 1)
+    - HOSTED_ZONE_ID (step 2)
+    - HOST_DOMAIN (step 2)
+    - SUBDOMAIN (step 2)
+    - NEO4J_AMI_ID (step 3)
+6. Check the [config JSONs](#data-pipeline-config) (parameters and state) and edit the values as desired.
+7. Run `make deploy` to deploy the stacks to AWS.
+8. Run `make database.load.run releases=<version>` to load the Neo4j, or `make database.load.run releases=<version> limit=<limit>` to run with a limited number of alleles.
+9. Run `make database.get-credentials` to get the username and password for Neo4j.
+10. Run `make database.get-url` to get the URL for Neo4j and navigate to the Neo4j browser at the subdomain and host domain, for example `https://gfe-db.cloudftl.com:7473/browser/`.
 
 ### Prerequisites
 Please refer to the respective documentation for specific installation instructions.
@@ -168,15 +175,18 @@ These variables must be defined before running Make. The best way to set these v
 # .env
 STAGE=<dev or prod>
 APP_NAME=gfe-db
-AWS_REGION=<AWS region>
+AWS_REGION=<aws_region>
+VPC_ID=<vpcid> # Available through the console or CLI
+PUBLIC_SUBNET_ID=<publicsubnetid> # Available through the console or CLI; Public subnets have a route to an internet gateway
 GITHUB_PERSONAL_ACCESS_TOKEN=<secret>
-HOST_DOMAIN=<fully qualified domain name>
+HOSTED_ZONE_ID=<hostedzoneid> # Available through the console or CLI
+HOST_DOMAIN=<fully_qualified_domain_name>
 SUBDOMAIN=<subdomain>
 ADMIN_EMAIL=<email>
 SUBSCRIBE_EMAILS=<email>,<email>,<email>,...
 APOC_VERSION=4.4.0.3
 GDS_VERSION=2.0.1
-NEO4J_AMI_ID=<ami ID>
+NEO4J_AMI_ID=<ami_id> # Requires AWS Marketplace subscription
 ```
 
 | Variable Name                | Example Value                      | Type   | Description                                      |
@@ -184,8 +194,11 @@ NEO4J_AMI_ID=<ami ID>
 | STAGE                        | dev                                | string | The stage of the application.                    |
 | APP_NAME                     | gfe-db                             | string | The name of the application.                     |
 | AWS_REGION                   | us-east-1                          | string | The AWS region to deploy to.                     |
+| VPC_ID                       | vpc-1234567890abcdef               | string | The ID of the VPC to deploy to.                  |
+| PUBLIC_SUBNET_ID             | subnet-1234567890abcdef            | string | The ID of the public subnet to deploy to.        |
 | GITHUB_PERSONAL_ACCESS_TOKEN | <secret value>                     | string | GitHub PAT for repository access                 |
-| HOST_DOMAIN                  | mydomain.com                       | string | The domain to deploy to.                         |
+| HOSTED_ZONE_ID               | Z1234567890ABCDEF                  | string | The ID of the hosted zone to deploy to.          |
+| HOST_DOMAIN                  | example.com                        | string | The domain to deploy to.                         |
 | SUBDOMAIN                    | gfe-db                             | string | The subdomain to deploy to.                      |
 | ADMIN_EMAIL                  | user@company.com                   | string | Admin's email required for SSL certificate       |
 | SUBSCRIBE_EMAILS             | user@company.com,user2@company.com | string | Comma-separated list of emails for notifications |
diff --git a/gfe-db/database/Makefile b/gfe-db/database/Makefile
index 30d328dc..de42feda 100644
--- a/gfe-db/database/Makefile
+++ b/gfe-db/database/Makefile
@@ -33,6 +33,7 @@ service.config.neo4j.deploy: service.config.update-dns
 	@aws s3 cp neo4j/neo4j.conf s3://$$DATA_BUCKET_NAME/config/neo4j/neo4j.conf 2>&1 | tee -a $$CFN_LOG_PATH
 	@aws s3 cp --recursive neo4j/cypher/ s3://$$DATA_BUCKET_NAME/config/neo4j/cypher/ 2>&1 | tee -a $$CFN_LOG_PATH
 
+# This target will configure the database to use the correct DNS name using env vars
 service.config.update-dns:
 	@[ "${HOST_DOMAIN}" != "" ] && \
 	cat neo4j/neo4j.template | \
diff --git a/gfe-db/database/template.yaml b/gfe-db/database/template.yaml
index 36d37f41..45318065 100644
--- a/gfe-db/database/template.yaml
+++ b/gfe-db/database/template.yaml
@@ -30,16 +30,6 @@ Parameters:
     Type: String
 
 Resources:
-  Neo4jDNSRecord:
-    Type: AWS::Route53::RecordSet
-    Properties:
-      HostedZoneName: !Sub "${HostDomain}."
-      Comment: !Sub 'DNS name for ${Stage}-${AppName} server'
-      Name: !Sub ${Subdomain}.${HostDomain}.
-      Type: A
-      TTL: 300
-      ResourceRecords:
-      - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseEndpoint}}'
 
   Neo4jCredentialsSecret:
     Type: AWS::SecretsManager::Secret
diff --git a/gfe-db/infrastructure/Makefile b/gfe-db/infrastructure/Makefile
index b4734663..d84f0e61 100644
--- a/gfe-db/infrastructure/Makefile
+++ b/gfe-db/infrastructure/Makefile
@@ -9,6 +9,17 @@ deploy:
 	$(MAKE) service.deploy
 	$(MAKE) service.monitoring.create-subscriptions
 
+service.deploy.update-dns:
+	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Updating DNS records" 2>&1 | tee -a $${CFN_LOG_PATH}
+	@config_path=${INFRA_DIR}/change-batch.json && \
+	elastic_ip=$$(aws ssm get-parameters \
+		--names "/$${APP_NAME}/$${STAGE}/$${AWS_REGION}/Neo4jDatabaseEndpoint" \
+		--with-decryption \
+		--query "Parameters[0].Value" \
+		--output text) && \
+	sed -e "s/<domain_name>/${SUBDOMAIN}.${HOST_DOMAIN}./g" -e "s/<elastic_ip>/$$elastic_ip/g" $$config_path > $$config_path.tmp && \
+	aws route53 change-resource-record-sets --hosted-zone-id $${HOSTED_ZONE_ID} --change-batch file://$$config_path.tmp
+
 # TODO test AWSCLI output and validate the stack was created successfully
 service.deploy:
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deploying CloudFormation" 2>&1 | tee -a $${CFN_LOG_PATH}
@@ -21,9 +32,9 @@ service.deploy:
 			AppName="$${APP_NAME}" \
 			VpcId="$${VPC_ID}" \
 			PublicSubnetId="$${PUBLIC_SUBNET_ID}" \
-			DataBucketName="$$DATA_BUCKET_NAME" \
-			GitHubPersonalAccessToken="$$GITHUB_PERSONAL_ACCESS_TOKEN" \
-			HostedZoneId="$${HOSTED_ZONE_ID}" 2>&1 | tee -a $${CFN_LOG_PATH} || true
+			DataBucketName="$${DATA_BUCKET_NAME}" \
+			GitHubPersonalAccessToken="$$GITHUB_PERSONAL_ACCESS_TOKEN" 2>&1 | tee -a $${CFN_LOG_PATH} || true
+	$(MAKE) service.deploy.update-dns
 
 service.monitoring.create-subscriptions:
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Creating SNS topic subscriptions" 2>&1 | tee -a $${CFN_LOG_PATH}
diff --git a/gfe-db/infrastructure/change-batch.json b/gfe-db/infrastructure/change-batch.json
new file mode 100644
index 00000000..3ea3589d
--- /dev/null
+++ b/gfe-db/infrastructure/change-batch.json
@@ -0,0 +1,17 @@
+{
+    "Changes": [
+        {
+            "Action": "UPSERT",
+            "ResourceRecordSet": {
+                "Name": "<domain_name>",
+                "Type": "A",
+                "TTL": 300,
+                "ResourceRecords": [
+                    {
+                        "Value": "<elastic_ip>"
+                    }
+                ]
+            }
+        }
+    ]
+}
\ No newline at end of file

From 3a7d859ea4e363633fc4b835cf6e54edc94bf31d Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Tue, 11 Jul 2023 13:06:33 -0700
Subject: [PATCH 095/367] pin urllib to avoid Lambda errors

---
 gfe-db/pipeline/functions/invoke_pipeline/src/requirements.txt | 1 +
 1 file changed, 1 insertion(+)

diff --git a/gfe-db/pipeline/functions/invoke_pipeline/src/requirements.txt b/gfe-db/pipeline/functions/invoke_pipeline/src/requirements.txt
index 3e734911..547c6318 100644
--- a/gfe-db/pipeline/functions/invoke_pipeline/src/requirements.txt
+++ b/gfe-db/pipeline/functions/invoke_pipeline/src/requirements.txt
@@ -1,2 +1,3 @@
+urllib3<2
 requests
 numpy

From 74ab01a53ca2d30ec722912c1f607f4022a42781 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 14 Jul 2023 15:19:30 -0700
Subject: [PATCH 096/367] add max errors for build

---
 gfe-db/database/scripts/start_task.sh |  4 ++--
 gfe-db/pipeline/jobs/build/src/app.py | 11 ++++++++++-
 2 files changed, 12 insertions(+), 3 deletions(-)

diff --git a/gfe-db/database/scripts/start_task.sh b/gfe-db/database/scripts/start_task.sh
index 5ca311b8..9046d2ec 100644
--- a/gfe-db/database/scripts/start_task.sh
+++ b/gfe-db/database/scripts/start_task.sh
@@ -22,7 +22,7 @@ send_result () {
     fi
 }
 
-trap 'cause="Error on line $LINENO" && error=$? && send_result && kill 0' ERR
+trap 'cause="Script failed due to error on line $LINENO. Please see logs in System Manager Run Command history for more details" && error=$? && send_result && kill 0' ERR
 
 export AWS_REGION=$(curl --silent http://169.254.169.254/latest/dynamic/instance-identity/document | jq -r '.region')
 
@@ -88,7 +88,7 @@ echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Task exit status: $TASK_EXIT_STATUS"
 if [[ $TASK_EXIT_STATUS != "0" ]]; then
     status="FAILED"
     error="$TASK_EXIT_STATUS"
-    cause="Error on line $LINENO"
+    cause="Task failed due to error on line $LINENO. Please see logs in System Manager Run Command history for more details."
     send_result
     kill 0
 else
diff --git a/gfe-db/pipeline/jobs/build/src/app.py b/gfe-db/pipeline/jobs/build/src/app.py
index 3a52abc4..9cd3cef5 100755
--- a/gfe-db/pipeline/jobs/build/src/app.py
+++ b/gfe-db/pipeline/jobs/build/src/app.py
@@ -505,7 +505,7 @@ def process_allele(allele, alignments_dict, csv_path=None):
                         help="Option for running in verbose",
                         action="store_true")
 
-    # TO DO: add option to specify last n releases UPDATE: instead of having this script handle multiple releases,
+    # TODO: add option to specify last n releases UPDATE: instead of having this script handle multiple releases,
     # have it handle one release and just call it multiple times for an array or queue of releases
     # parser.add_argument("-n", "--number",
     #                     required=False,
@@ -578,6 +578,8 @@ def process_allele(allele, alignments_dict, csv_path=None):
         store_features=True,
         loci=load_loci)
 
+    errors = []
+    max_errors = 10
     for idx, allele in enumerate(alleles):
         if idx == limit:
             break
@@ -611,6 +613,7 @@ def process_allele(allele, alignments_dict, csv_path=None):
             else:
                 logger.warn(f'Skipping allele {hla_name} for locus {locus}')
         except:
+            errors.append(allele.id)
             try:
                 logger.info(f'Sending message to {failed_alleles_queue_name}')
                 response = sqs.send_message(
@@ -634,7 +637,13 @@ def process_allele(allele, alignments_dict, csv_path=None):
             except Exception as err:
                 logger.error("Failed to send message")
                 raise err
+            
+            if len(errors) > max_errors:
+                logger.error(f'Max errors ({max_errors}) reached. Exiting...')
+                break
 
     logging.info(f'Finished build for version {imgt_release}')
+    if len(errors) > 0:
+        logging.info(f'{len(errors)} errors: {errors}')
     end = time.time()
     logging.info(f'****** Build finished in {round(end - start, 2)} seconds ******')

From 4a643241e33408780aec7a78ea09a2fe44102ae1 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 14 Jul 2023 15:22:18 -0700
Subject: [PATCH 097/367] exit status 1 for max errors

---
 gfe-db/pipeline/jobs/build/src/app.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/gfe-db/pipeline/jobs/build/src/app.py b/gfe-db/pipeline/jobs/build/src/app.py
index 9cd3cef5..f7c9057e 100755
--- a/gfe-db/pipeline/jobs/build/src/app.py
+++ b/gfe-db/pipeline/jobs/build/src/app.py
@@ -645,5 +645,6 @@ def process_allele(allele, alignments_dict, csv_path=None):
     logging.info(f'Finished build for version {imgt_release}')
     if len(errors) > 0:
         logging.info(f'{len(errors)} errors: {errors}')
+        exit(1)
     end = time.time()
     logging.info(f'****** Build finished in {round(end - start, 2)} seconds ******')

From b58e661522da8b8301984b94afdc4873ee16dfcd Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 14 Jul 2023 18:04:27 -0700
Subject: [PATCH 098/367] fix env vars

---
 gfe-db/database/Makefile                      |  14 +-
 .../functions/check_source_update/app.py      |   1 +
 .../check_source_update/constants.py          |   3 -
 .../functions/invoke_load_script/app.py       |   1 -
 .../gfe_db_models/gfedbmodels/utils.py        |   8 +-
 .../pipeline/statemachines/pipeline.asl.json  |   4 +-
 gfe-db/pipeline/template.yaml                 | 268 +++++++++---------
 7 files changed, 153 insertions(+), 146 deletions(-)

diff --git a/gfe-db/database/Makefile b/gfe-db/database/Makefile
index c99a5407..a7574cb6 100644
--- a/gfe-db/database/Makefile
+++ b/gfe-db/database/Makefile
@@ -31,15 +31,15 @@ service.check-key-pair: ##=> Checks if the key pair already exists and creates i
 service.config.deploy: service.config.neo4j.deploy service.config.scripts.deploy service.config.cloudwatch-agent.deploy
 
 # TODO consolidate all config files into one command, by service layer
-service.config.neo4j.deploy: service.config.update-dns
+service.config.neo4j.deploy: service.config.neo4j.update-dns
 	@aws s3 cp config/neo4j/neo4j.conf s3://$$DATA_BUCKET_NAME/$${CONFIG_S3_PATH}/${SERVICE}/neo4j/neo4j.conf 2>&1 | tee -a $$CFN_LOG_PATH
 	@aws s3 cp --recursive config/neo4j/cypher/ s3://$$DATA_BUCKET_NAME/$${CONFIG_S3_PATH}/${SERVICE}/neo4j/cypher/ 2>&1 | tee -a $$CFN_LOG_PATH
 
-# This target will configure the database to use the correct DNS name using env vars
-service.config.update-dns:
-	@[ "${HOST_DOMAIN}" != "" ] && \
-	cat neo4j/neo4j.template | \
-	sed s"/# dbms.default_advertised_address=.*/dbms.default_advertised_address=${SUBDOMAIN}.${HOST_DOMAIN}/" > neo4j/neo4j.conf
+# # This target will configure the database to use the correct DNS name using env vars
+# service.config.neo4j.update-dns:
+# 	@[ "${HOST_DOMAIN}" != "" ] && \
+# 	cat neo4j/neo4j.template | \
+# 	sed s"/# dbms.default_advertised_address=.*/dbms.default_advertised_address=${SUBDOMAIN}.${HOST_DOMAIN}/" > neo4j/neo4j.conf
 
 service.config.scripts.deploy:
 	@script_s3_path=s3://$$DATA_BUCKET_NAME/$${CONFIG_S3_PATH}/${SERVICE}/scripts/ && \
@@ -71,7 +71,7 @@ service.config.cloudwatch-agent.deploy:
 	aws s3 cp config/amazon-cloudwatch-agent/tmp/_amazon-cloudwatch-agent.json $$config_s3_path
 	@rm -rf config/amazon-cloudwatch-agent/tmp/
 
-service.config.update-dns:
+service.config.neo4j.update-dns:
 	@[ "${HOST_DOMAIN}" != "" ] && \
 	cat config/neo4j/neo4j.template | \
 	sed s"/# dbms.default_advertised_address=.*/dbms.default_advertised_address=${SUBDOMAIN}.${HOST_DOMAIN}/" > config/neo4j/neo4j.conf
diff --git a/gfe-db/pipeline/functions/check_source_update/app.py b/gfe-db/pipeline/functions/check_source_update/app.py
index 8d83e70f..af2139c6 100644
--- a/gfe-db/pipeline/functions/check_source_update/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/app.py
@@ -196,6 +196,7 @@ def lambda_handler(event, context):
 
         # TODO log out the commits that were skipped and pending
         message = f"Queued {len(execution_payload)} release(s) for processing\n{execution_payload}"
+        logger.info(message)
         return {
             "statusCode": 200,
             "body": json.dumps({"message": message}),
diff --git a/gfe-db/pipeline/functions/check_source_update/constants.py b/gfe-db/pipeline/functions/check_source_update/constants.py
index 4c1ca28f..f5459e90 100644
--- a/gfe-db/pipeline/functions/check_source_update/constants.py
+++ b/gfe-db/pipeline/functions/check_source_update/constants.py
@@ -6,9 +6,6 @@
 )
 
 # Environment
-AWS_REGION = os.environ["AWS_REGION"]
-APP_NAME = os.environ["APP_NAME"]
-STAGE = os.environ["STAGE"]
 PIPELINE_SOURCE_CONFIG_S3_PATH = os.environ["PIPELINE_SOURCE_CONFIG_S3_PATH"]
 
 (
diff --git a/gfe-db/pipeline/functions/invoke_load_script/app.py b/gfe-db/pipeline/functions/invoke_load_script/app.py
index 63fd3860..d7f954cf 100644
--- a/gfe-db/pipeline/functions/invoke_load_script/app.py
+++ b/gfe-db/pipeline/functions/invoke_load_script/app.py
@@ -17,7 +17,6 @@
 logger = logging.getLogger()
 logger.setLevel(logging.INFO)
 
-app_name = os.environ["APP_NAME"]
 neo4j_load_query_document_name = pipeline.params.Neo4jLoadQueryDocumentName
 neo4j_database_instance_id = database.params.Neo4jDatabaseInstanceId
 load_release_activity_arn = pipeline.params.LoadReleaseActivityArn
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py
index ce98ef2d..fcdc5d87 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py
@@ -10,10 +10,7 @@
 import re
 import requests
 from botocore.exceptions import ClientError
-from .constants import (
-    infra,
-    pipeline,
-)
+from .constants import pipeline
 
 # Logging
 logger = logging.getLogger(__name__)
@@ -22,7 +19,8 @@
 AWS_REGION = os.environ["AWS_REGION"]
 
 # TODO can call these directly in the functions instead of decarling and passing them in, they should be cached
-GITHUB_PERSONAL_ACCESS_TOKEN = infra.secrets.GitHubPersonalAccessToken
+# TODO call where needed in the module or script, not here BOOKMARK 7/14/23, requires refactoring all functions that use this env var
+GITHUB_PERSONAL_ACCESS_TOKEN = pipeline.secrets.GitHubPersonalAccessToken
 GITHUB_REPOSITORY_OWNER = pipeline.params.GitHubSourceRepository["owner"]
 GITHUB_REPOSITORY_NAME = pipeline.params.GitHubSourceRepository["name"]
 
diff --git a/gfe-db/pipeline/statemachines/pipeline.asl.json b/gfe-db/pipeline/statemachines/pipeline.asl.json
index 1859a712..707d136b 100644
--- a/gfe-db/pipeline/statemachines/pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/pipeline.asl.json
@@ -1,7 +1,7 @@
 {
-    "StartAt": "GetState",
+    "StartAt": "GetExecutionState",
     "States": {
-        "GetState": {
+        "GetExecutionState": {
             "Type": "Task",
             "Resource": "${GetExecutionStateFunctionArn}",
             "ResultPath": "$.state",
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index b5528ecb..a9be969b 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -52,7 +52,6 @@ Parameters:
     Type: String
 
 Resources:
-
   GitHubPersonalAccessTokenSecret:
     Type: AWS::SecretsManager::Secret
     Properties:
@@ -62,9 +61,9 @@ Resources:
       Tags:
         - Key: Stage
           Value: !Ref Stage
-        - Key: AppName 
+        - Key: AppName
           Value: !Ref AppName
-  
+
   GitHubSourceRepositoryParameter:
     Type: AWS::SSM::Parameter
     Properties:
@@ -77,15 +76,15 @@ Resources:
   GfeDbModelsLayer:
     Type: AWS::Serverless::LayerVersion
     Properties:
-      LayerName: !Sub '${Stage}-gfe-db-models'
-      Description: !Sub '${AppName} models for validationa and processing data'
+      LayerName: !Sub "${Stage}-gfe-db-models"
+      Description: !Sub "${AppName} models for validationa and processing data"
       ContentUri: lambda_layers/gfe_db_models
       RetentionPolicy: delete
       CompatibleRuntimes:
         - python3.9
         - python3.10
     Metadata:
-      BuildMethod: python3.9
+      BuildMethod: python3.10
       BuildArchitectures: arm64
 
   # TODO change name to GfeDbExecutionStateTable
@@ -93,14 +92,14 @@ Resources:
     Type: AWS::DynamoDB::Table
     Properties:
       AttributeDefinitions:
-        - AttributeName: 'commit__sha'
+        - AttributeName: "commit__sha"
           AttributeType: S
-        - AttributeName: 'execution__version'
+        - AttributeName: "execution__version"
           AttributeType: N
       KeySchema:
-        - AttributeName: 'commit__sha'
+        - AttributeName: "commit__sha"
           KeyType: HASH
-        - AttributeName: 'execution__version'
+        - AttributeName: "execution__version"
           KeyType: RANGE
       BillingMode: PAY_PER_REQUEST
       # ProvisionedThroughput:
@@ -110,7 +109,7 @@ Resources:
   ExecutionStateTableNameParameter:
     Type: AWS::SSM::Parameter
     Properties:
-      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/ExecutionStateTableName'
+      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/ExecutionStateTableName"
       Type: String
       Value: !Ref ExecutionStateTable
 
@@ -118,8 +117,8 @@ Resources:
     Type: AWS::SSM::Parameter
     Properties:
       Type: String
-      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/ExecutionStateTableFields'
-      Description: !Sub 'Selected fields for ${Stage}-${AppName} execution state table'
+      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/ExecutionStateTableFields"
+      Description: !Sub "Selected fields for ${Stage}-${AppName} execution state table"
       Tier: Standard
       Value: !Sub |
         [
@@ -144,9 +143,9 @@ Resources:
   BuildServerSG:
     Type: AWS::EC2::SecurityGroup
     Properties:
-      GroupName: !Sub '${Stage}-${AppName}-build-server-sg'
-      GroupDescription: !Sub 'Security group for the ${Stage}-${AppName} build server'
-      VpcId: !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/VpcID}}'
+      GroupName: !Sub "${Stage}-${AppName}-build-server-sg"
+      GroupDescription: !Sub "Security group for the ${Stage}-${AppName} build server"
+      VpcId: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/VpcID}}"
       SecurityGroupIngress: # Uncomment to allow SSH access to build instance
         - CidrIp: 0.0.0.0/0
           FromPort: 22
@@ -154,7 +153,7 @@ Resources:
           ToPort: 22
       Tags:
         - Key: Name
-          Value: !Sub '${Stage}-${AppName}-build-server-sg'
+          Value: !Sub "${Stage}-${AppName}-build-server-sg"
 
   BatchServiceRole:
     Type: AWS::IAM::Role
@@ -168,7 +167,7 @@ Resources:
             Action: sts:AssumeRole
       ManagedPolicyArns:
         - arn:aws:iam::aws:policy/service-role/AWSBatchServiceRole
-        
+
   BatchWorkerInstanceProfile:
     Type: AWS::IAM::InstanceProfile
     Properties:
@@ -191,8 +190,8 @@ Resources:
         - arn:aws:iam::aws:policy/AmazonS3FullAccess
         - arn:aws:iam::aws:policy/CloudWatchAgentServerPolicy
       Policies:
-        - PolicyName: !Sub '${Stage}-${AppName}-ECS-CloudWatchLogs'
-          PolicyDocument: 
+        - PolicyName: !Sub "${Stage}-${AppName}-ECS-CloudWatchLogs"
+          PolicyDocument:
             Version: "2012-10-17"
             Statement:
               - Action:
@@ -202,12 +201,12 @@ Resources:
                   - "logs:DescribeLogStreams"
                 Effect: "Allow"
                 Resource: "arn:aws:logs:*:*:*"
-        - PolicyName: !Sub '${Stage}-${AppName}-BuildServiceS3ReadWritePolicy'
+        - PolicyName: !Sub "${Stage}-${AppName}-BuildServiceS3ReadWritePolicy"
           PolicyDocument:
             Version: "2012-10-17"
             Statement:
               - Effect: "Allow"
-                Action: 
+                Action:
                   - "s3:GetObject"
                   - "s3:ListBucket"
                   - "s3:GetBucketLocation"
@@ -218,14 +217,14 @@ Resources:
                   - "s3:PutLifecycleConfiguration"
                   - "s3:DeleteObject"
                 Resource:
-                  - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}'
-                  - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}/*'
-        - PolicyName: !Sub '${Stage}-${AppName}-SecretsPolicy'
+                  - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}"
+                  - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}/*"
+        - PolicyName: !Sub "${Stage}-${AppName}-SecretsPolicy"
           PolicyDocument:
             Version: "2012-10-17"
             Statement:
               - Effect: "Allow"
-                Action: 
+                Action:
                   - "ssm:GetParameters"
                   - "ssm:GetParameter"
                   - "secretsmanager:GetResourcePolicy"
@@ -233,11 +232,11 @@ Resources:
                   - "secretsmanager:DescribeSecret"
                   - "secretsmanager:ListSecretVersionIds"
                   - "secretsmanager:ListSecrets"
-                Resource: 
+                Resource:
                   - "*"
-        - PolicyName: !Sub '${Stage}-${AppName}-SQSPolicy'
+        - PolicyName: !Sub "${Stage}-${AppName}-SQSPolicy"
           PolicyDocument:
-            Version: '2012-10-17' 
+            Version: "2012-10-17"
             Statement:
               - Effect: Allow
                 Action:
@@ -253,9 +252,9 @@ Resources:
     Type: AWS::Batch::JobDefinition
     Properties:
       Type: container
-      JobDefinitionName: !Sub '${Stage}-${AppName}-BuildJobDefinition'
+      JobDefinitionName: !Sub "${Stage}-${AppName}-BuildJobDefinition"
       ContainerProperties:
-        Image: !Sub '${ECRBaseUri}/${BuildServiceRepositoryName}:latest'
+        Image: !Sub "${ECRBaseUri}/${BuildServiceRepositoryName}:latest"
         Vcpus: 8
         # TODO: Memory param is deprecated, move to ResourceRequirements
         Memory: 8000 # Keep this around half the available RAM to avoid getting stuck in RUNNABLE status
@@ -267,7 +266,7 @@ Resources:
           - run.sh
         Environment:
           - Name: GFE_BUCKET
-            Value: !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}'
+            Value: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}"
           - Name: FAILED_ALLELES_QUEUE
             Value: !Ref FailedAllelesQueue
           - Name: AWS_REGION
@@ -278,7 +277,7 @@ Resources:
   BuildJobQueue:
     Type: AWS::Batch::JobQueue
     Properties:
-      JobQueueName: !Sub '${Stage}-${AppName}-BuildJobQueue'
+      JobQueueName: !Sub "${Stage}-${AppName}-BuildJobQueue"
       Priority: 1
       ComputeEnvironmentOrder:
         - Order: 1
@@ -288,7 +287,7 @@ Resources:
   BuildJobQueueArn:
     Type: AWS::SSM::Parameter
     Properties:
-      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/BuildJobQueueArn'
+      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/BuildJobQueueArn"
       Type: String
       Value: !GetAtt BuildJobQueue.JobQueueArn
 
@@ -308,7 +307,7 @@ Resources:
           - c5d.2xlarge
         # TODO use private subnet?
         Subnets:
-          - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/PublicSubnetID}}'
+          - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/PublicSubnetID}}"
         SecurityGroupIds:
           - !Ref BuildServerSG
         InstanceRole: !Ref BatchWorkerInstanceProfile
@@ -323,7 +322,7 @@ Resources:
       LaunchTemplateData:
         DisableApiTermination: false
         InstanceInitiatedShutdownBehavior: stop
-        ImageId: '{{resolve:ssm:/aws/service/ecs/optimized-ami/amazon-linux-2/recommended/image_id}}'
+        ImageId: "{{resolve:ssm:/aws/service/ecs/optimized-ami/amazon-linux-2/recommended/image_id}}"
         InstanceType: c5d.xlarge
         IamInstanceProfile:
           Name: !Ref BatchWorkerInstanceProfile
@@ -354,9 +353,9 @@ Resources:
             --==MYBOUNDARY==
       TagSpecifications:
         - ResourceType: launch-template
-          Tags: 
+          Tags:
             - Key: Name
-              Value: 'gfe-db-build-worker'
+              Value: "gfe-db-build-worker"
 
   BatchTaskExecutionRole:
     Type: AWS::IAM::Role
@@ -370,8 +369,8 @@ Resources:
               Service: ecs-tasks.amazonaws.com
             Action: sts:AssumeRole
       Policies:
-        - PolicyName: !Sub '${Stage}-${AppName}-ecsTaskExecutionRolePolicy'
-          PolicyDocument: 
+        - PolicyName: !Sub "${Stage}-${AppName}-ecsTaskExecutionRolePolicy"
+          PolicyDocument:
             Version: "2012-10-17"
             Statement:
               - Effect: Allow
@@ -383,21 +382,21 @@ Resources:
                   - "logs:CreateLogStream"
                   - "logs:PutLogEvents"
                 Resource: "*"
-        - PolicyName: !Sub '${Stage}-${AppName}-BatchTaskExecutionPolicy'
+        - PolicyName: !Sub "${Stage}-${AppName}-BatchTaskExecutionPolicy"
           PolicyDocument:
             Version: "2012-10-17"
             Statement:
               - Effect: "Allow"
-                Action: 
+                Action:
                   - "ssm:GetParameters"
                   - "secretsmanager:GetResourcePolicy"
                   - "secretsmanager:GetSecretValue"
                   - "secretsmanager:DescribeSecret"
                   - "secretsmanager:ListSecretVersionIds"
                   - "secretsmanager:ListSecrets"
-                Resource: 
+                Resource:
                   - "*"
-                  
+
   BuildServiceRepository:
     Type: AWS::ECR::Repository
     Properties:
@@ -409,7 +408,7 @@ Resources:
             Effect: "Allow"
             Principal:
               AWS:
-                - !Sub 'arn:aws:iam::${AWS::AccountId}:role/${BatchWorkerInstanceRole}'
+                - !Sub "arn:aws:iam::${AWS::AccountId}:role/${BatchWorkerInstanceRole}"
             Action:
               - "ecr:GetDownloadUrlForLayer"
               - "ecr:BatchGetImage"
@@ -423,7 +422,7 @@ Resources:
     Type: AWS::SSM::Parameter
     Properties:
       Type: String
-      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/BuildServiceRepositoryName'
+      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/BuildServiceRepositoryName"
       Description: !Sub "Name of ${AppName} build service repository"
       Value: !Ref BuildServiceRepositoryName
 
@@ -448,7 +447,7 @@ Resources:
     Type: AWS::SSM::Parameter
     Properties:
       Type: String
-      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/GfeDbProcessingQueueUrl'
+      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/GfeDbProcessingQueueUrl"
       Description: "URL of gfe-db processing queue"
       Value: !GetAtt GfeDbProcessingQueue.QueueUrl
 
@@ -456,10 +455,10 @@ Resources:
     Type: AWS::Serverless::Function
     Properties:
       FunctionName: !Ref CheckSourceUpdateFunctionName
-      Description: !Sub '${AppName} update pipeline trigger: checks for new IMGT/HLA releases and starts the loading process'
+      Description: !Sub "${AppName} update pipeline trigger: checks for new IMGT/HLA releases and starts the loading process"
       CodeUri: functions/check_source_update/
       Handler: app.lambda_handler
-      Runtime: python3.9
+      Runtime: python3.10
       Layers:
         - !Ref GfeDbModelsLayer
       MemorySize: !Ref CheckSourceUpdateFunctionMemorySize
@@ -470,7 +469,7 @@ Resources:
         Variables:
           APP_NAME: !Ref AppName
           STAGE: !Ref Stage
-          PIPELINE_SOURCE_CONFIG_S3_PATH: !Sub '${ConfigS3Path}/${ServiceName}/source-config.json'
+          PIPELINE_SOURCE_CONFIG_S3_PATH: !Sub "${ConfigS3Path}/${ServiceName}/source-config.json"
       Events:
         Trigger:
           Type: Schedule
@@ -500,7 +499,7 @@ Resources:
               Action:
                 - "dynamodb:Scan"
                 - "dynamodb:BatchWriteItem"
-              Resource: !GetAtt ExecutionStateTable.Arn 
+              Resource: !GetAtt ExecutionStateTable.Arn
         - Version: "2012-10-17"
           Statement:
             - Sid: "AllowSQSAccess"
@@ -515,19 +514,19 @@ Resources:
           Statement:
             - Sid: "AllowS3Access"
               Effect: "Allow"
-              Action: 
+              Action:
                 - "s3:GetObject"
                 - "s3:ListBucket"
                 - "s3:GetBucketLocation"
                 - "s3:GetObjectVersion"
               Resource:
-                - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}'
-                - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}/*'
+                - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}"
+                - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}/*"
 
   GetExecutionStateFunction:
     Type: AWS::Serverless::Function
     Properties:
-      Description: !Sub '${AppName} execution input validation and state retrieval'
+      Description: !Sub "${AppName} execution input validation and state retrieval"
       CodeUri: functions/get_execution_state/
       Handler: app.lambda_handler
       Runtime: python3.10
@@ -552,7 +551,7 @@ Resources:
                 - "ssm:GetParameter"
               # TODO test correct ARN path for app specific parameters
               # arn:aws:ssm:us-east-2:123456789012:parameter/${AppName}/${Stage}/${AWS::Region}/*
-              Resource: !Sub 'arn:aws:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*'
+              Resource: !Sub "arn:aws:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*"
         - Version: "2012-10-17"
           Statement:
             - Sid: "AllowDynamoDBReadAccess"
@@ -560,6 +559,14 @@ Resources:
               Action:
                 - "dynamodb:ReadItem"
               Resource: !GetAtt ExecutionStateTable.Arn
+        # TODO this permission is not needed by the function, but is loaded by the module => disable in the module
+        # - Version: "2012-10-17"
+        #   Statement:
+        #     - Sid: "AllowSecretsManagerAccess"
+        #       Effect: "Allow"
+        #       Action:
+        #         - "secretsmanager:GetSecretValue"
+        #       Resource: !Ref GitHubPersonalAccessTokenSecret
 
   # # TODO redeploy
   # CheckSourceUpdateFunctionAlarm:
@@ -587,34 +594,38 @@ Resources:
       Description: !Sub "Invoke the build and load processing pipeline for ${AppName}"
       CodeUri: functions/invoke_update_pipeline/
       Handler: app.lambda_handler
-      Runtime: python3.9
+      Runtime: python3.10
+      Layers:
+        - !Ref GfeDbModelsLayer
       MemorySize: 128
       Timeout: 60
       Architectures:
         - x86_64
       Environment:
         Variables:
-          NEO4J_DATABASE_INSTANCE_ID_SSM_PARAM: !Sub '/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseInstanceId'
-          UDPATE_PIPELINE_STATE_MACHINE_ARN_SSM_PARAM: !Sub '/${AppName}/${Stage}/${AWS::Region}/UpdatePipelineStateMachineArn'
-          GFE_DB_PROCESSING_QUEUE_URL_SSM_PARAM: !Sub '/${AppName}/${Stage}/${AWS::Region}/GfeDbProcessingQueueUrl'
+          APP_NAME: !Ref AppName
+          STAGE: !Ref Stage
+          NEO4J_DATABASE_INSTANCE_ID_SSM_PARAM: !Sub "/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseInstanceId"
+          UDPATE_PIPELINE_STATE_MACHINE_ARN_SSM_PARAM: !Sub "/${AppName}/${Stage}/${AWS::Region}/UpdatePipelineStateMachineArn"
+          GFE_DB_PROCESSING_QUEUE_URL_SSM_PARAM: !Sub "/${AppName}/${Stage}/${AWS::Region}/GfeDbProcessingQueueUrl"
       Policies:
         - AWSLambdaBasicExecutionRole
         - Version: "2012-10-17"
           Statement:
             - Effect: "Allow"
-              Action: 
+              Action:
                 - "ssm:GetParameters"
                 - "ssm:GetParameter"
-              Resource: 
+              Resource:
                 - "*"
             - Effect: "Allow"
-              Action: 
+              Action:
                 - "ec2:DescribeInstanceStatus"
               Resource: "*" # Has to be for all resources since Instance ID is not available when this stack is deployed
             - Effect: "Allow"
-              Action: 
+              Action:
                 - "states:StartExecution"
-              Resource: 
+              Resource:
                 - !GetAtt UpdatePipelineStateMachine.Arn
       Events:
         GfeDbProcessingQueueTrigger:
@@ -630,29 +641,29 @@ Resources:
       DefinitionSubstitutions:
         GetExecutionStateFunctionArn: !GetAtt GetExecutionStateFunction.Arn
         ExecutionStateTable: !Ref ExecutionStateTable
-        DataBucketName: !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}'
+        DataBucketName: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}"
         ValidateBuildOutputFunctionArn: !GetAtt ValidateBuildOutputFunction.Arn
         GfeDbExecutionResultTopicArn: !GetAtt GfeDbExecutionResultTopic.TopicArn
         BuildJobDefinition: !Ref BuildJobDefinition
-        BuildJobName: !Sub '${Stage}-${AppName}-build-job'
+        BuildJobName: !Sub "${Stage}-${AppName}-build-job"
         BuildJobQueue: !Ref BuildJobQueue
         InvokeLoadScriptFunctionArn: !GetAtt InvokeLoadScriptFunction.Arn
         LoadReleaseActivityArn: !Ref LoadReleaseActivity
       Policies:
         - LambdaInvokePolicy:
-          FunctionName: !Ref GetExecutionStateFunction # TODO BOOKMARK fix invalid policy error
+            FunctionName: !Ref GetExecutionStateFunction # TODO BOOKMARK fix invalid policy error
         - LambdaInvokePolicy:
-          FunctionName: !Ref ValidateBuildOutputFunction
+            FunctionName: !Ref ValidateBuildOutputFunction
         - S3ReadPolicy:
-          BucketName: !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}'
+            BucketName: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}"
         - LambdaInvokePolicy:
-          FunctionName: !Ref InvokeLoadScriptFunction
+            FunctionName: !Ref InvokeLoadScriptFunction
         - DynamoDBReadPolicy:
-          TableName: !Ref ExecutionStateTable
+            TableName: !Ref ExecutionStateTable
         - DynamoDBWritePolicy:
-          TableName: !Ref ExecutionStateTable
+            TableName: !Ref ExecutionStateTable
         - SNSPublishMessagePolicy:
-          TopicName: !GetAtt GfeDbExecutionResultTopic.TopicName 
+            TopicName: !GetAtt GfeDbExecutionResultTopic.TopicName
         - Version: "2012-10-17"
           Statement:
             - Effect: "Allow"
@@ -665,26 +676,26 @@ Resources:
                 - "logs:PutResourcePolicy"
                 - "logs:DescribeResourcePolicies"
                 - "logs:DescribeLogGroups"
-              Resource: 
+              Resource:
                 - "*"
         - Version: "2012-10-17"
           Statement:
             - Effect: "Allow"
-              Action: 
+              Action:
                 - "batch:SubmitJob"
                 - "batch:DescribeJobs"
                 - "batch:TerminateJob"
               Resource: "*"
             - Effect: "Allow"
-              Action: 
+              Action:
                 - "events:PutTargets"
                 - "events:PutRule"
                 - "events:DescribeRule"
-              Resource: 
-                - !Sub 'arn:aws:events:${AWS::Region}:${AWS::AccountId}:rule/StepFunctionsGetEventsForBatchJobsRule'
+              Resource:
+                - !Sub "arn:aws:events:${AWS::Region}:${AWS::AccountId}:rule/StepFunctionsGetEventsForBatchJobsRule"
       Logging:
-        Destinations: 
-          - CloudWatchLogsLogGroup: 
+        Destinations:
+          - CloudWatchLogsLogGroup:
               LogGroupArn: !GetAtt UpdatePipelineLogGroup.Arn
         IncludeExecutionData: true
         Level: ALL
@@ -716,26 +727,26 @@ Resources:
   #               - "logs:PutResourcePolicy"
   #               - "logs:DescribeResourcePolicies"
   #               - "logs:DescribeLogGroups"
-  #             Resource: 
+  #             Resource:
   #               - "*"
   #       - Version: "2012-10-17"
   #         Statement:
   #           - Effect: "Allow"
-  #             Action: 
+  #             Action:
   #               - "batch:SubmitJob"
   #               - "batch:DescribeJobs"
   #               - "batch:TerminateJob"
   #             Resource: "*"
   #           - Effect: "Allow"
-  #             Action: 
+  #             Action:
   #               - "events:PutTargets"
   #               - "events:PutRule"
   #               - "events:DescribeRule"
-  #             Resource: 
+  #             Resource:
   #               - !Sub 'arn:aws:events:${AWS::Region}:${AWS::AccountId}:rule/StepFunctionsGetEventsForBatchJobsRule'
   #     Logging:
-  #       Destinations: 
-  #         - CloudWatchLogsLogGroup: 
+  #       Destinations:
+  #         - CloudWatchLogsLogGroup:
   #             LogGroupArn: !GetAtt UpdatePipelineLogGroup.Arn
   #       IncludeExecutionData: true
   #       Level: ALL
@@ -761,15 +772,15 @@ Resources:
         - Version: "2012-10-17"
           Statement:
             - Effect: "Allow"
-              Action: 
+              Action:
                 - "ssm:GetParameters"
                 - "ssm:GetParameter"
-              Resource: 
+              Resource:
                 - "*"
             - Effect: "Allow"
-              Action: 
+              Action:
                 - "s3:GetObject"
-              Resource: 
+              Resource:
                 - !Sub "arn:aws:s3:::{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}/*"
 
   InvokeLoadScriptFunction:
@@ -779,42 +790,43 @@ Resources:
       Description: !Sub "Invoke server-side loading on Neo4j for ${AppName}"
       CodeUri: functions/invoke_load_script/
       Handler: app.lambda_handler
-      Runtime: python3.9
+      Runtime: python3.10
       MemorySize: 256
       Timeout: 60
       Architectures:
         - x86_64
       Environment:
         Variables:
-          NEO4J_LOAD_QUERY_DOCUMENT_NAME_SSM_PARAM: !Sub '/${AppName}/${Stage}/${AWS::Region}/Neo4jLoadQueryDocumentName'
-          NEO4J_DATABASE_INSTANCE_ID_SSM_PARAM: !Sub '/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseInstanceId'
-          LOAD_RELEASE_ACTIVITY_ARN_SSM_PARAM: !Sub '/${AppName}/${Stage}/${AWS::Region}/LoadReleaseActivityArn'
           APP_NAME: !Ref AppName
+          STAGE: !Ref Stage
+          NEO4J_LOAD_QUERY_DOCUMENT_NAME_SSM_PARAM: !Sub "/${AppName}/${Stage}/${AWS::Region}/Neo4jLoadQueryDocumentName"
+          NEO4J_DATABASE_INSTANCE_ID_SSM_PARAM: !Sub "/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseInstanceId"
+          LOAD_RELEASE_ACTIVITY_ARN_SSM_PARAM: !Sub "/${AppName}/${Stage}/${AWS::Region}/LoadReleaseActivityArn"
       Policies:
         - AWSLambdaBasicExecutionRole
         - Version: "2012-10-17"
           Statement:
             - Effect: "Allow"
-              Action: 
+              Action:
                 - "ssm:SendCommand"
                 - "ssm:GetDocument"
               Resource:
-                - !Sub 'arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:document/${Neo4jLoadQueryDocument}'
-                - !Sub 'arn:${AWS::Partition}:ec2:${AWS::Region}:${AWS::AccountId}:instance/*'
+                - !Sub "arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:document/${Neo4jLoadQueryDocument}"
+                - !Sub "arn:${AWS::Partition}:ec2:${AWS::Region}:${AWS::AccountId}:instance/*"
             - Effect: "Allow"
-              Action: 
+              Action:
                 - "ssm:GetParameters"
                 - "ssm:GetParameter"
-              Resource: 
+              Resource:
                 - "*"
 
   InvokeLoadScriptFunctionAlarm:
     Type: AWS::CloudWatch::Alarm
     Properties:
-      AlarmDescription: !Sub 'Alarm for ${InvokeLoadScriptFunction} function errors'
+      AlarmDescription: !Sub "Alarm for ${InvokeLoadScriptFunction} function errors"
       ActionsEnabled: true
       AlarmActions:
-        - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn}}'
+        - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn}}"
       MetricName: Errors
       Namespace: AWS/Lambda
       Statistic: Sum
@@ -833,20 +845,20 @@ Resources:
     Type: AWS::SSM::Parameter
     Properties:
       Type: String
-      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/GfeDbExecutionResultTopicArn'
-      Description: !Sub 'ARN for ${AppName} Data Pipeline Errors SNS topic'
+      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/GfeDbExecutionResultTopicArn"
+      Description: !Sub "ARN for ${AppName} Data Pipeline Errors SNS topic"
       Value: !Ref GfeDbExecutionResultTopic
 
   LoadReleaseActivity:
     Type: AWS::StepFunctions::Activity
-    Properties: 
+    Properties:
       Name: !Sub "${AppName}-${Stage}-LoadReleaseActivity"
 
   LoadReleaseActivityArnParameter:
     Type: AWS::SSM::Parameter
     Properties:
       Type: String
-      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/LoadReleaseActivityArn'
+      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/LoadReleaseActivityArn"
       Description: "ARN of gfe-db load release activity"
       Value: !GetAtt LoadReleaseActivity.Arn
 
@@ -859,18 +871,18 @@ Resources:
     Type: AWS::SSM::Parameter
     Properties:
       Type: String
-      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/UpdatePipelineStateMachineArn'
+      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/UpdatePipelineStateMachineArn"
       Description: "ARN of gfe-db update pipeline state machine"
       Value: !GetAtt UpdatePipelineStateMachine.Arn
 
-# CloudWatch Alarm for failed pipeline executions
+  # CloudWatch Alarm for failed pipeline executions
   UpdatePipelineStateMachineExecutionAlarm:
     Type: AWS::CloudWatch::Alarm
     Properties:
-      AlarmDescription: !Sub '${UpdatePipelineStateMachine} state machine errors'
+      AlarmDescription: !Sub "${UpdatePipelineStateMachine} state machine errors"
       ActionsEnabled: true
       AlarmActions:
-        - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn}}'
+        - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn}}"
       MetricName: ExecutionsFailed
       Namespace: AWS/States
       Statistic: Sum
@@ -882,14 +894,14 @@ Resources:
         - Name: StateMachineArn
           Value: !GetAtt UpdatePipelineStateMachine.Arn
 
-# CloudWatch Alarm for failed pipeline integrations (Batch jobs)
+  # CloudWatch Alarm for failed pipeline integrations (Batch jobs)
   UpdatePipelineStateMachineIntegrationAlarm:
     Type: AWS::CloudWatch::Alarm
     Properties:
-      AlarmDescription: !Sub '${UpdatePipelineStateMachine} state machine errors'
+      AlarmDescription: !Sub "${UpdatePipelineStateMachine} state machine errors"
       ActionsEnabled: true
       AlarmActions:
-        - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn}}'
+        - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn}}"
       MetricName: ServiceIntegrationsFailed
       Namespace: AWS/States
       Statistic: Sum
@@ -899,7 +911,7 @@ Resources:
       ComparisonOperator: GreaterThanOrEqualToThreshold
       Dimensions:
         - Name: ServiceIntegrationResourceArn
-          Value: !Sub 'arn:aws:states:${AWS::Region}:${AWS::AccountId}:batch:submitJob.sync'
+          Value: !Sub "arn:aws:states:${AWS::Region}:${AWS::AccountId}:batch:submitJob.sync"
 
   FailedAllelesQueue:
     Type: AWS::SQS::Queue
@@ -911,7 +923,7 @@ Resources:
   FailedAllelesDeadLetterQueue:
     Type: AWS::SQS::Queue
 
-  Neo4jLoadQueryDocument: 
+  Neo4jLoadQueryDocument:
     Type: AWS::SSM::Document
     Properties:
       DocumentType: "Command"
@@ -929,11 +941,11 @@ Resources:
             type: "StringMap"
             description: !Sub "Downloads all files under the ${AppName} scripts prefix"
             default:
-              path: !Sub 'https://{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}.s3.amazonaws.com/config/database/scripts/'
+              path: !Sub "https://{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}.s3.amazonaws.com/config/database/scripts/"
           commandLine:
             type: "String"
             description: "These commands are invoked by a Lambda script which sets the correct parameters (Refer to documentation)."
-            default: !Sub 'bash start_task.sh ${AppName} ${Stage}'
+            default: !Sub "bash start_task.sh ${AppName} ${Stage}"
           workingDirectory:
             type: "String"
             description: "Working directory"
@@ -951,12 +963,12 @@ Resources:
               destinationPath: "{{ workingDirectory }}"
           - action: "aws:runShellScript"
             name: "runShellScript"
-            inputs: 
+            inputs:
               runCommand:
                 - ""
                 - "directory=$(pwd)"
                 - "export PATH=$PATH:$directory"
-                - " {{ commandLine }} " 
+                - " {{ commandLine }} "
                 - ""
               workingDirectory: "{{ workingDirectory }}"
               timeoutSeconds: "{{ executionTimeout }}"
@@ -965,13 +977,13 @@ Resources:
     Type: AWS::SSM::Parameter
     Properties:
       Type: String
-      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/Neo4jLoadQueryDocumentName'
+      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/Neo4jLoadQueryDocumentName"
       Description: "Name of SSM document for loading Neo4j"
       Value: !Ref Neo4jLoadQueryDocument
 
   # TODO verify that this works, had problem with file's content not showing up in files on db instance
   # TODO move to database layer
-  DatabaseSyncScriptsDocument: 
+  DatabaseSyncScriptsDocument:
     Type: AWS::SSM::Document
     Properties:
       DocumentType: "Command"
@@ -989,7 +1001,7 @@ Resources:
             type: "StringMap"
             description: !Sub "Downloads all files under the ${AppName} scripts prefix"
             default:
-              path: !Sub 'https://{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}.s3.amazonaws.com/${ConfigS3Path}/database/scripts/'
+              path: !Sub "https://{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}.s3.amazonaws.com/${ConfigS3Path}/database/scripts/"
           commandLine:
             type: "String"
             description: "Deletes ETag files created by SSM Agent."
@@ -1011,12 +1023,12 @@ Resources:
               destinationPath: "{{ workingDirectory }}"
           - action: "aws:runShellScript"
             name: "runShellScript"
-            inputs: 
+            inputs:
               runCommand:
                 - ""
                 - "directory=$(pwd)"
                 - "export PATH=$PATH:$directory"
-                - " {{ commandLine }} " 
+                - " {{ commandLine }} "
                 - ""
               workingDirectory: "{{ workingDirectory }}"
               timeoutSeconds: "{{ executionTimeout }}"
@@ -1025,7 +1037,7 @@ Resources:
     Type: AWS::SSM::Parameter
     Properties:
       Type: String
-      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/DatabaseSyncScriptsDocumentName'
+      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/DatabaseSyncScriptsDocumentName"
       Description: "Name of SSM document for syncing shell scripts to the database"
       Value: !Ref DatabaseSyncScriptsDocument
 
@@ -1033,8 +1045,8 @@ Resources:
     Type: AWS::SSM::Parameter
     Properties:
       Type: String
-      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/GfedbPipelineParamMappings'
-      Description: !Sub 'SSM Parameter and SecretsManager parameter paths for ${AppName} pipeline layer'
+      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/GfedbPipelineParamMappings"
+      Description: !Sub "SSM Parameter and SecretsManager parameter paths for ${AppName} pipeline layer"
       Tier: Standard
       Value: !Sub |
         {
@@ -1054,4 +1066,4 @@ Resources:
           "secretsmanager": [
               "/${AppName}/${Stage}/${AWS::Region}/GitHubPersonalAccessToken"
           ]
-        }
\ No newline at end of file
+        }

From adbf5ba16176f322d53d3237742b018a608daef3 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 15 Jul 2023 12:25:35 -0700
Subject: [PATCH 099/367] decouple parameter calls from modules by calling in
 Lambda

---
 .../functions/check_source_update/app.py      | 16 ++++---
 .../check_source_update/constants.py          |  4 +-
 .../functions/get_execution_state/app.py      |  1 -
 .../functions/validate_build_output/app.py    |  4 +-
 .../gfe_db_models/gfedbmodels/ingest.py       |  9 ++--
 .../gfe_db_models/gfedbmodels/utils.py        | 43 ++++++++-----------
 6 files changed, 38 insertions(+), 39 deletions(-)

diff --git a/gfe-db/pipeline/functions/check_source_update/app.py b/gfe-db/pipeline/functions/check_source_update/app.py
index af2139c6..3ab6dfd5 100644
--- a/gfe-db/pipeline/functions/check_source_update/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/app.py
@@ -16,7 +16,7 @@
 from decimal import Decimal
 from datetime import datetime, timedelta
 import json
-from gfedbmodels.constants import session
+from gfedbmodels.constants import session, pipeline
 from gfedbmodels.types import (
     str_to_datetime,
     str_from_datetime,
@@ -58,6 +58,8 @@
 dynamodb = session.resource("dynamodb")
 queue = session.resource("sqs")
 
+GITHUB_PERSONAL_ACCESS_TOKEN = pipeline.secrets.GitHubPersonalAccessToken
+
 # Get data source configuration
 source_repo_config = read_source_config(
     s3_client=s3, 
@@ -101,7 +103,11 @@ def lambda_handler(event, context):
             for asset_config in source_repo_config.target_metadata_config.items:
                 try:
                     release_version = get_release_version_for_commit(
-                        commit, **asset_config.dict()
+                        commit=commit, 
+                        owner=GITHUB_REPOSITORY_OWNER,
+                        repo=GITHUB_REPOSITORY_NAME,
+                        token=GITHUB_PERSONAL_ACCESS_TOKEN,
+                        **asset_config.model_dump()
                     )
                     logger.info(
                         f"Found release version {release_version} for commit {sha}"
@@ -162,7 +168,7 @@ def lambda_handler(event, context):
         items = [
             filter_null_fields(
                 flatten_json(
-                    data=item.dict(),
+                    data=item.model_dump(),
                     sep="__",
                     select_fields=[
                         item.replace(".", "__") for item in execution_state_table_fields
@@ -185,7 +191,7 @@ def lambda_handler(event, context):
 
         # 5) Send pending commits to the state machine for further processing
         execution_payload = [
-            ExecutionPayloadItem.from_execution_state_item(item).dict()
+            ExecutionPayloadItem.from_execution_state_item(item).model_dump()
             for item in pending_commits
         ]
         execution_payload = sorted(
@@ -240,7 +246,7 @@ def get_most_recent_commits(execution_state):
     since = str_from_datetime(last_commit_date + timedelta(seconds=1))
 
     # 2) Get the most recent commits from GitHub using since=<date> parameter
-    return list_commits(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME, since=since)
+    return list_commits(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME, since=since, token=GITHUB_PERSONAL_ACCESS_TOKEN)
 
 
 def select_most_recent_commit_for_release(commits: list[ExecutionStateItem]):
diff --git a/gfe-db/pipeline/functions/check_source_update/constants.py b/gfe-db/pipeline/functions/check_source_update/constants.py
index f5459e90..bed905c9 100644
--- a/gfe-db/pipeline/functions/check_source_update/constants.py
+++ b/gfe-db/pipeline/functions/check_source_update/constants.py
@@ -7,7 +7,7 @@
 
 # Environment
 PIPELINE_SOURCE_CONFIG_S3_PATH = os.environ["PIPELINE_SOURCE_CONFIG_S3_PATH"]
-
+data_bucket_name = infra.params.DataBucketName
 (
     GITHUB_REPOSITORY_OWNER, 
     GITHUB_REPOSITORY_NAME, 
@@ -21,5 +21,3 @@
     pipeline.params.GfeDbProcessingQueueUrl,
     pipeline.params.ExecutionStateTableFields
 )
-
-data_bucket_name = infra.params.DataBucketName
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/get_execution_state/app.py b/gfe-db/pipeline/functions/get_execution_state/app.py
index 6c8f132f..44d398ad 100644
--- a/gfe-db/pipeline/functions/get_execution_state/app.py
+++ b/gfe-db/pipeline/functions/get_execution_state/app.py
@@ -30,7 +30,6 @@ def lambda_handler(event, context):
     # validate input
     execution_payload_item = ExecutionPayloadItem(**event)
 
-    # TODO Get state for commit in input
     commit_state = table.get_item(
         Key={
             "commit__sha": execution_payload_item.commit_sha,
diff --git a/gfe-db/pipeline/functions/validate_build_output/app.py b/gfe-db/pipeline/functions/validate_build_output/app.py
index 74566de3..c5eb7558 100644
--- a/gfe-db/pipeline/functions/validate_build_output/app.py
+++ b/gfe-db/pipeline/functions/validate_build_output/app.py
@@ -47,7 +47,7 @@ def lambda_handler(event, context):
 
         # validate_schema: validate CSV headers by comparing to schema map
         df = load_csv_from_s3(file_path)
-        if not set(df.columns) == set(output_headers[schema]):
+        if not set(df.columns) == set(csv_headers[schema]):
             raise Exception(f"Columns in {file_path} do not match schema for {schema}")
 
         # validate_rows: validate CSV data by confirming that rows exist
@@ -74,7 +74,7 @@ def lambda_handler(event, context):
 
 
 # Schema map
-output_headers = {
+csv_headers = {
     "all_cds": ["gfe_name", "bp_seq_id", "bp_sequence", "aa_seq_id", "aa_sequence"],
     "all_features": [
         "accession",
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/ingest.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/ingest.py
index 4f1b625e..5b84f902 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/ingest.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/ingest.py
@@ -158,11 +158,14 @@ def get_release_version_for_commit(commit: Union[Commit, dict], **kwargs) -> int
         sha = commit["sha"]
     except:
         sha = commit.sha
-    asset_path = kwargs["asset_path"]
-    release_version_regex = kwargs["metadata_regex"]
     allele_list = get_repo_asset(
-        pipeline.params.GitHubSourceRepository["owner"], pipeline.params.GitHubSourceRepository["name"], asset_path, sha
+        owner=kwargs.get("owner"), # pipeline.params.GitHubSourceRepository["owner"], 
+        repo=kwargs.get("repo"), # pipeline.params.GitHubSourceRepository["name"],
+        token=kwargs.get("token"), # pipeline.secrets.GitHubPersonalAccessToken,
+        path=kwargs.get("asset_path"), 
+        commit_sha=sha
     )
+    release_version_regex = kwargs.get("metadata_regex")
     release_version = find_text(release_version_regex, allele_list)
     if release_version is None:
         raise Exception(f"Release version not found for commit {sha}")
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py
index fcdc5d87..21f5bfa3 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py
@@ -10,7 +10,6 @@
 import re
 import requests
 from botocore.exceptions import ClientError
-from .constants import pipeline
 
 # Logging
 logger = logging.getLogger(__name__)
@@ -18,12 +17,6 @@
 
 AWS_REGION = os.environ["AWS_REGION"]
 
-# TODO can call these directly in the functions instead of decarling and passing them in, they should be cached
-# TODO call where needed in the module or script, not here BOOKMARK 7/14/23, requires refactoring all functions that use this env var
-GITHUB_PERSONAL_ACCESS_TOKEN = pipeline.secrets.GitHubPersonalAccessToken
-GITHUB_REPOSITORY_OWNER = pipeline.params.GitHubSourceRepository["owner"]
-GITHUB_REPOSITORY_NAME = pipeline.params.GitHubSourceRepository["name"]
-
 cache_dir = Path(__file__).parent / "_cache"
 
 # TODO clear cache
@@ -183,7 +176,7 @@ def write_s3_json(s3_client, bucket, key, data):
         raise err
 
 
-def list_commits(owner, repo, **params):
+def list_commits(owner, repo, token, **params):
     """Return a list of GitHub commits for the specified repository"""
 
     base_url = "https://api.github.com"
@@ -200,7 +193,7 @@ def list_commits(owner, repo, **params):
 
     # Headers
     headers = {
-        "Authorization": f"token {GITHUB_PERSONAL_ACCESS_TOKEN}",
+        "Authorization": f"token {token}",
         "Content-Type": "application/json",
         "Accept": "application/vnd.github.v3+json",
         "X-GitHub-Api-Version": "2022-11-28",
@@ -230,7 +223,7 @@ def paginate_commits(owner, repo, start_page=1, per_page=100, **kwargs):
     return commits
 
 
-def get_commit(owner, repo, commit_sha):
+def get_commit(owner, repo, token, commit_sha):
     """Return the commit for the specified repository and commit SHA"""
 
     base_url = "https://api.github.com"
@@ -241,7 +234,7 @@ def get_commit(owner, repo, commit_sha):
 
     # Headers
     headers = {
-        "Authorization": f"token {GITHUB_PERSONAL_ACCESS_TOKEN}",
+        "Authorization": f"token {token}",
         "Content-Type": "application/json",
         "Accept": "application/vnd.github.v3+json",
         "X-GitHub-Api-Version": "2022-11-28",
@@ -253,7 +246,7 @@ def get_commit(owner, repo, commit_sha):
     return response.json()
 
 
-def get_file_contents(owner, repo, path):
+def get_file_contents(owner, repo, token, path):
     base_url = "https://api.github.com"
 
     # Endpoint
@@ -262,7 +255,7 @@ def get_file_contents(owner, repo, path):
 
     # Headers
     headers = {
-        "Authorization": f"token {GITHUB_PERSONAL_ACCESS_TOKEN}",
+        "Authorization": f"token {token}",
         "Content-Type": "application/json",
         "Accept": "application/vnd.github.v3+json",
         "X-GitHub-Api-Version": "2022-11-28",
@@ -274,7 +267,7 @@ def get_file_contents(owner, repo, path):
     return response.json()
 
 
-def get_commits_for_asset(owner, repo, path, since=None):
+def get_commits_for_asset(owner, repo, token, path, since=None):
     base_url = "https://api.github.com"
 
     # Endpoint
@@ -283,7 +276,7 @@ def get_commits_for_asset(owner, repo, path, since=None):
 
     # Headers
     headers = {
-        "Authorization": f"token {GITHUB_PERSONAL_ACCESS_TOKEN}",
+        "Authorization": f"token {token}",
         "Content-Type": "application/json",
         "Accept": "application/vnd.github.v3+json",
         "X-GitHub-Api-Version": "2022-11-28",
@@ -301,7 +294,7 @@ def get_commits_for_asset(owner, repo, path, since=None):
     return response.json()
 
 
-def get_repo_contents(owner, repo, path, commit_sha=None):
+def get_repo_contents(owner, repo, token, path, commit_sha=None):
     base_url = "https://api.github.com"
 
     # Endpoint
@@ -310,7 +303,7 @@ def get_repo_contents(owner, repo, path, commit_sha=None):
 
     # Headers
     headers = {
-        "Authorization": f"token {GITHUB_PERSONAL_ACCESS_TOKEN}",
+        "Authorization": f"token {token}",
         "Content-Type": "application/json",
         "Accept": "application/vnd.github.v3+json",
         "X-GitHub-Api-Version": "2022-11-28",
@@ -329,9 +322,9 @@ def get_repo_contents(owner, repo, path, commit_sha=None):
     return response.json()
 
 
-def get_repo_asset(owner, repo, path, commit_sha=None):
+def get_repo_asset(owner, repo, token, path, commit_sha=None):
     """Download a file from a GitHub repository"""
-    repo_contents = get_repo_contents(owner, repo, path, commit_sha)
+    repo_contents = get_repo_contents(owner, repo, token, path, commit_sha)
 
     response = requests.get(repo_contents["download_url"])
     response.raise_for_status()
@@ -343,7 +336,7 @@ def get_repo_asset(owner, repo, path, commit_sha=None):
     return response.text
 
 
-def get_branches(owner, repo):
+def get_branches(owner, repo, token):
     """Fetch branches for a GitHub repository"""
 
     base_url = "https://api.github.com"
@@ -354,7 +347,7 @@ def get_branches(owner, repo):
 
     # Headers
     headers = {
-        "Authorization": f"token {GITHUB_PERSONAL_ACCESS_TOKEN}",
+        "Authorization": f"token {token}",
         "Content-Type": "application/json",
         "Accept": "application/vnd.github.v3+json",
         "X-GitHub-Api-Version": "2022-11-28",
@@ -366,7 +359,7 @@ def get_branches(owner, repo):
     return response.json()
 
 
-def get_branch(owner, repo, branch_name):
+def get_branch(owner, repo, token, branch_name):
     """Fetch branches for a GitHub repository"""
 
     base_url = "https://api.github.com"
@@ -377,7 +370,7 @@ def get_branch(owner, repo, branch_name):
 
     # Headers
     headers = {
-        "Authorization": f"token {GITHUB_PERSONAL_ACCESS_TOKEN}",
+        "Authorization": f"token {token}",
         "Content-Type": "application/json",
         "Accept": "application/vnd.github.v3+json",
         "X-GitHub-Api-Version": "2022-11-28",
@@ -390,12 +383,12 @@ def get_branch(owner, repo, branch_name):
 
 
 # Function to fetch pull requests
-def get_pull_requests(owner, repo):
+def get_pull_requests(owner, repo, token):
     url = f"https://api.github.com/repos/{owner}/{repo}/pulls?state=all"
 
     # Headers
     headers = {
-        "Authorization": f"token {GITHUB_PERSONAL_ACCESS_TOKEN}",
+        "Authorization": f"token {token}",
         "Content-Type": "application/json",
         "Accept": "application/vnd.github.v3+json",
         "X-GitHub-Api-Version": "2022-11-28",

From f2e8b4e27080816d140d6f9beb345ffc3722a2d7 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 15 Jul 2023 12:45:25 -0700
Subject: [PATCH 100/367] fix table permissions

---
 gfe-db/pipeline/template.yaml | 10 +---------
 1 file changed, 1 insertion(+), 9 deletions(-)

diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index a9be969b..b145072e 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -557,16 +557,8 @@ Resources:
             - Sid: "AllowDynamoDBReadAccess"
               Effect: "Allow"
               Action:
-                - "dynamodb:ReadItem"
+                - "dynamodb:GetItem"
               Resource: !GetAtt ExecutionStateTable.Arn
-        # TODO this permission is not needed by the function, but is loaded by the module => disable in the module
-        # - Version: "2012-10-17"
-        #   Statement:
-        #     - Sid: "AllowSecretsManagerAccess"
-        #       Effect: "Allow"
-        #       Action:
-        #         - "secretsmanager:GetSecretValue"
-        #       Resource: !Ref GitHubPersonalAccessTokenSecret
 
   # # TODO redeploy
   # CheckSourceUpdateFunctionAlarm:

From f50c4c2df76151ffc7153d7ca465bc31cb1ae241 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 15 Jul 2023 20:26:47 -0700
Subject: [PATCH 101/367] fix timestamps and missing layer

---
 .../functions/check_source_update/app.py      | 19 ++++++++++++-------
 .../check_source_update/error-event.json      |  5 +++++
 .../functions/get_execution_state/app.py      |  7 ++-----
 .../functions/get_execution_state/event.json  | 17 +++++++++--------
 .../gfe_db_models/gfedbmodels/types.py        |  7 +++++--
 .../gfe_db_models/gfedbmodels/utils.py        |  3 +++
 .../pipeline/scripts/source_config/build.py   |  5 ++++-
 gfe-db/pipeline/scripts/source_config/load.py |  8 ++++----
 gfe-db/pipeline/template.yaml                 |  2 ++
 9 files changed, 46 insertions(+), 27 deletions(-)
 create mode 100644 gfe-db/pipeline/functions/check_source_update/error-event.json

diff --git a/gfe-db/pipeline/functions/check_source_update/app.py b/gfe-db/pipeline/functions/check_source_update/app.py
index 3ab6dfd5..ca37fbe2 100644
--- a/gfe-db/pipeline/functions/check_source_update/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/app.py
@@ -28,6 +28,7 @@
 )
 # TODO update after refactor
 from gfedbmodels.utils import (
+    get_utc_now,
     restore_nested_json,
     list_commits,
     flatten_json,
@@ -71,7 +72,7 @@
 
 def lambda_handler(event, context):
     # logger.info(json.dumps(event))
-    utc_now = datetime.utcnow().strftime("%Y-%m-%dT%H:%M:%SZ")
+    utc_now = get_utc_now()
 
     try:
         # Get items from state table
@@ -81,9 +82,6 @@ def lambda_handler(event, context):
 
         # Get the most recent commits from github since the most recent commit date retrieved from DynamoDB
         commits = get_most_recent_commits(execution_state)
-        logger.info(
-            f"Found {len(commits)} commit(s) not yet processed\n{json.dumps([commit['sha'] for commit in commits], indent=2)}"
-        )
 
         if not commits:
             message = "No new commits found"
@@ -92,6 +90,10 @@ def lambda_handler(event, context):
                 "statusCode": 200,
                 "body": json.dumps({"message": message}),
             }
+        
+        logger.info(
+            f"Found {len(commits)} commit(s) not yet processed\n{json.dumps([commit['sha'] for commit in commits], indent=2)}"
+        )
 
         # Get the release version for each commit and create a new state record
         logger.info(f"Getting release versions")
@@ -142,7 +144,7 @@ def lambda_handler(event, context):
         input_parameters = source_repo_config.default_input_parameters
         pending_commits = [
             update_execution_state_item(
-                commit,
+                execution_state_item=commit,
                 status="PENDING",
                 timestamp=utc_now,
                 input_parameters=input_parameters,
@@ -153,7 +155,10 @@ def lambda_handler(event, context):
 
         # 2) Mark the older commits for each release as SKIPPED
         skipped_commits = [
-            update_execution_state_item(commit, "SKIPPED", utc_now)
+            update_execution_state_item(
+            execution_state_item=commit, 
+            status="SKIPPED",
+            timestamp=utc_now)
             for commit in commits_with_releases
             if commit not in pending_commits
         ]
@@ -279,7 +284,7 @@ def update_execution_state_item(
         )
         execution_state_item.execution.date_utc = timestamp
 
-    # execution_state_item.updated_utc = timestamp
+    execution_state_item.updated_utc = timestamp
     return execution_state_item
 
 
diff --git a/gfe-db/pipeline/functions/check_source_update/error-event.json b/gfe-db/pipeline/functions/check_source_update/error-event.json
new file mode 100644
index 00000000..e7cf9860
--- /dev/null
+++ b/gfe-db/pipeline/functions/check_source_update/error-event.json
@@ -0,0 +1,5 @@
+{
+    "key1": "value1",
+    "key2": "value2",
+    "key3": "value3"
+}
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/get_execution_state/app.py b/gfe-db/pipeline/functions/get_execution_state/app.py
index 44d398ad..3b64b7da 100644
--- a/gfe-db/pipeline/functions/get_execution_state/app.py
+++ b/gfe-db/pipeline/functions/get_execution_state/app.py
@@ -38,12 +38,9 @@ def lambda_handler(event, context):
     )['Item']
 
     # Validate record with pydantic model
-    execution_state_item = ExecutionStateItem.from_execution_state_item(commit_state)
+    execution_state_item = ExecutionStateItem.from_execution_state_item_json(commit_state)
 
-    # return payload to step functions
-    # event["state"] = execution_state_item.model_dump()
-    
-    return execution_state_item.model_dump()
+    return execution_state_item.model_dump(exclude_none=True)
 
 
 if __name__ == "__main__":
diff --git a/gfe-db/pipeline/functions/get_execution_state/event.json b/gfe-db/pipeline/functions/get_execution_state/event.json
index f9486301..c8400211 100644
--- a/gfe-db/pipeline/functions/get_execution_state/event.json
+++ b/gfe-db/pipeline/functions/get_execution_state/event.json
@@ -1,11 +1,12 @@
 {
-    "version": 3520,
-    "commit_sha": "70b3c643390b8a1e394b5d9cc9ee1f2c6eb1baca",
+    "version": 3530,
+    "commit_sha": "257023f6884c7be64f80212d5b7e5b5090074675",
     "input_parameters": {
-      "align": false,
-      "kir": false,
-      "mem_profile": false,
-      "limit": -1
+        "align": false,
+        "kir": false,
+        "mem_profile": false,
+        "limit": -1
     },
-    "s3_path": "s3://dev-gfe-db-531868584498-us-east-1/data/3520"
-  }
\ No newline at end of file
+    "s3_path": "s3://dev-gfe-db-531868584498-us-east-1/data/3530",
+    "receipt_handle": "AQEBkRdT2cx82fj2O8radepmhsBw2i4NuF3Ip9sMBOHjAC4IUs+Hg1d0uElM/mznzyP97Zb2m60bYlk0ggt5IogKrxSnvLgT3ZbOZAXnF5Zqyy5t7vVOavXD1A3OC89KtcZO+3vCtpoQ1NgQgxGvOod6ruMf68JP+xMjLMFvikSIG42f7eVLy6C3yswenjd4KrDrCWNfSmEBk5iNf1CxfVbVdbonGKVZmmVU6AsZxJiGrMBWoSVOyQveMKcPJYuUm1wN1eWAcPe5rgXujqU2k+1fCeonK1h/wgm0HDX62Y5g8PShzt5rxGBOAphDresUr3k0JrN/0u1nw4MR1WTy3y3SH+wPtCMKsR4x70QXspB9Ic2WZ09ATXIfsC8OqpFqX4IGu2IcM2pC7IdMn5YgFuiDig95fTjBTjeiLqG/fvU6tXF/nmK2TVnzVE9NlaFhXtnJ"
+}
\ No newline at end of file
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
index ba2eee35..418ba96a 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
@@ -3,7 +3,7 @@
 from typing import Optional
 from pydantic import BaseModel, validator, root_validator
 import jmespath
-from .utils import restore_nested_json
+from .utils import restore_nested_json, filter_nested_nulls
 
 # ExecutionState is changed using Step Functions DynamoDB states
 # SKIPPED: never processed (set by CheckSourceUpdate) ✅
@@ -177,11 +177,14 @@ class ExecutionStateItem(BaseModel):
     execution: ExecutionDetailsConfig
 
     @classmethod
-    def from_execution_state_item(cls, execution_state_item: dict):
+    def from_execution_state_item_json(cls, execution_state_item: dict):
         # Items from table are separated by "__" because "." is not allowed in DynamoDB
         execution_state_item = restore_nested_json(execution_state_item, split_on="__")
         return cls(**execution_state_item)
 
+    # def model_dump(self, filter_nulls: bool = False):
+    #     if filter_nested_nulls:
+    #         return self.dict(exclude_none=True, by_alias=True)
 
 class ExecutionState(BaseModel):
     created_utc: str
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py
index 21f5bfa3..7763f0b0 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py
@@ -22,6 +22,9 @@
 # TODO clear cache
 # TODO disable/enable cache for testing
 
+def get_utc_now():
+    return datetime.utcnow().strftime("%Y-%m-%dT%H:%M:%S.%f")[:-3] + "Z"
+
 def save_json_to_cache(data, var_name):
     """Saves data to cache directory"""
     if not cache_dir.exists():
diff --git a/gfe-db/pipeline/scripts/source_config/build.py b/gfe-db/pipeline/scripts/source_config/build.py
index 3191b1a1..eb922ac4 100644
--- a/gfe-db/pipeline/scripts/source_config/build.py
+++ b/gfe-db/pipeline/scripts/source_config/build.py
@@ -13,7 +13,6 @@
 logging.basicConfig(level=logging.INFO)
 logger = logging.getLogger(__name__)
 from datetime import datetime
-utc_now = datetime.utcnow().strftime("%Y-%m-%dT%H:%M:%SZ") # TODO match format 2023-07-06T19:03:55.500Z
 import json
 print(json.dumps(sys.path, indent=4))
 from gfedbmodels.constants import (
@@ -21,6 +20,7 @@
     pipeline
 )
 from gfedbmodels.utils import (
+    get_utc_now,
     paginate_commits,
     select_fields,
     flatten_json_records,
@@ -44,6 +44,9 @@
 
 
 if __name__ == "__main__":
+
+    utc_now = get_utc_now()
+    
     # Paths
     output_dir = Path(sys.argv[1])
 
diff --git a/gfe-db/pipeline/scripts/source_config/load.py b/gfe-db/pipeline/scripts/source_config/load.py
index d54c051d..a4292a62 100644
--- a/gfe-db/pipeline/scripts/source_config/load.py
+++ b/gfe-db/pipeline/scripts/source_config/load.py
@@ -14,9 +14,6 @@
 sys.path.append(os.environ["GFEDBMODELS_PATH"])
 
 import logging
-from datetime import datetime
-
-utc_now = datetime.utcnow().strftime("%Y-%m-%dT%H:%M:%SZ")
 import json
 from gfedbmodels.constants import (
     session,
@@ -25,7 +22,7 @@
 from gfedbmodels.types import (
     ExecutionState,
 )
-from gfedbmodels.utils import flatten_json_records
+from gfedbmodels.utils import flatten_json_records, get_utc_now
 
 logging.basicConfig(level=logging.INFO)
 logger = logging.getLogger(__name__)
@@ -40,8 +37,11 @@
 table = dynamodb.Table(execution_state_table_name)
 
 if __name__ == "__main__":
+    
     # TODO scan table for existing items and throw error if not empty, require --overwrite flag to proceed
 
+    utc_now = get_utc_now()
+
     # Paths
     input_dir = Path(sys.argv[1])
 
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index b145072e..89af1365 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -751,6 +751,8 @@ Resources:
       CodeUri: functions/validate_build_output/
       Handler: app.lambda_handler
       Runtime: python3.10
+      Layers:
+        - !Ref GfeDbModelsLayer
       MemorySize: !Ref ValidateBuildOutputFunctionMemorySize
       Timeout: !Ref ValidateBuildOutputFunctionTimeout
       Architectures:

From 748f4083748dbdb57e2d72012bdf759707af134e Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 15 Jul 2023 21:22:03 -0700
Subject: [PATCH 102/367] raise errors instead of return 500

---
 .../functions/check_source_update/app.py      | 22 +++++--
 gfe-db/pipeline/jobs/build/run.sh             | 61 ++++++++++---------
 2 files changed, 50 insertions(+), 33 deletions(-)

diff --git a/gfe-db/pipeline/functions/check_source_update/app.py b/gfe-db/pipeline/functions/check_source_update/app.py
index ca37fbe2..82826e29 100644
--- a/gfe-db/pipeline/functions/check_source_update/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/app.py
@@ -80,6 +80,15 @@ def lambda_handler(event, context):
         table = dynamodb.Table(execution_state_table_name)
         execution_state = get_execution_state(table)
 
+        if not execution_state:
+            message = "No execution items found"
+            logger.error(message)
+            raise Exception(message)
+            # return {
+            #     "statusCode": 500,
+            #     "body": json.dumps({"message": message}),
+            # }
+
         # Get the most recent commits from github since the most recent commit date retrieved from DynamoDB
         commits = get_most_recent_commits(execution_state)
 
@@ -217,16 +226,21 @@ def lambda_handler(event, context):
 
         message = f"Error processing releases: {e}\n{traceback.format_exc()}\n{json.dumps(event)}"
         logger.error(message)
-        return {
-            "statusCode": 500,
-            "body": json.dumps({"message": message}),
-        }
+        # return {
+        #     "statusCode": 500,
+        #     "body": json.dumps({"message": message}),
+        # }
+        raise Exception(message)
 
 
 # @cache_pickle
 def get_execution_state(table, sort_column="commit__date_utc", reverse_sort=True):
     # Retrieve execution state from table
     items = table.scan()["Items"]
+
+    if not items:
+        return []
+
     items = [
         {k: int(v) if isinstance(v, Decimal) else v for k, v in item.items()}
         for item in items
diff --git a/gfe-db/pipeline/jobs/build/run.sh b/gfe-db/pipeline/jobs/build/run.sh
index fd89774c..186a1955 100755
--- a/gfe-db/pipeline/jobs/build/run.sh
+++ b/gfe-db/pipeline/jobs/build/run.sh
@@ -1,10 +1,12 @@
 #!/bin/bash
 
+# Exit immediately if a command exits with a non-zero status
+set -e
+
 START_EXECUTION=$SECONDS
 
 # export ROOT="$(dirname "$(dirname "$0")")"
 export ROOT="$(dirname "$0")"
-echo "ROOT: $ROOT"
 export BIN_DIR=$ROOT/scripts
 export SRC_DIR=$ROOT/src
 export DATA_DIR=$ROOT/data
@@ -58,7 +60,8 @@ if [[ -z "${EVENT}" ]]; then
 	echo "No event found. Exiting..."
     exit 1
 else
-	echo "Build is limited to $limit alleles"
+	echo "Found event"
+    echo "$EVENT"
 fi
 
 # parse event
@@ -155,33 +158,33 @@ else
     get_asset "$download_url" "$DATA_DIR/$version/hla.$version.dat"
 fi
 
-# # Builds CSV files
-# # TODO booleans for kir, align, mem_profile are lower case, limit is now -1 instead of none
-# python "$SRC_DIR"/app.py \
-# 	-o "$DATA_DIR/$version/csv" \
-# 	-r "$version" \
-# 	$KIRFLAG \
-# 	$ALIGNFLAG \
-# 	$MEM_PROFILE_FLAG \
-# 	-v \
-# 	-l $limit
-# [ $? -ne 0 ] && exit 1;
-
-# # TODO: Use this S3 hierarchy: root/release/data/csv | logs
-# echo -e "Uploading data to s3://$GFE_BUCKET/data/$version"
-# aws s3 --recursive --quiet cp "$DATA_DIR/$version/" s3://$GFE_BUCKET/data/$version/
-
-# if [ "$mem_profile" == "true" ]; then
-# 	mv "$LOGS_DIR/mem_profile_agg.txt" "$LOGS_DIR/mem_profile_agg.$version.txt"
-# 	mv "$LOGS_DIR/mem_profile_diff.txt" "$LOGS_DIR/mem_profile_diff.$version.txt"
-# fi
-
-# echo -e "Uploading logs to s3://$GFE_BUCKET/logs/$version"
-# aws s3 --recursive cp "$LOGS_DIR/" s3://$GFE_BUCKET/logs/pipeline/build/$version/logs/
-
-
-# END_EXECUTION=$(( SECONDS - $START_EXECUTION ))
-# echo "Finished in $END_EXECUTION seconds"
+# Builds CSV files
+# TODO booleans for kir, align, mem_profile are lower case, limit is now -1 instead of none
+python "$SRC_DIR"/app.py \
+	-o "$DATA_DIR/$version/csv" \
+	-r "$version" \
+	$KIRFLAG \
+	$ALIGNFLAG \
+	$MEM_PROFILE_FLAG \
+	-v \
+	-l $limit
+[ $? -ne 0 ] && exit 1;
+
+# TODO: Use this S3 hierarchy: root/release/data/csv | logs
+echo -e "Uploading data to s3://$GFE_BUCKET/data/$version"
+aws s3 --recursive --quiet cp "$DATA_DIR/$version/" s3://$GFE_BUCKET/data/$version/
+
+if [ "$mem_profile" == "true" ]; then
+	mv "$LOGS_DIR/mem_profile_agg.txt" "$LOGS_DIR/mem_profile_agg.$version.txt"
+	mv "$LOGS_DIR/mem_profile_diff.txt" "$LOGS_DIR/mem_profile_diff.$version.txt"
+fi
+
+echo -e "Uploading logs to s3://$GFE_BUCKET/logs/$version"
+aws s3 --recursive cp "$LOGS_DIR/" s3://$GFE_BUCKET/logs/pipeline/build/$version/logs/
+
+
+END_EXECUTION=$(( SECONDS - $START_EXECUTION ))
+echo "Finished in $END_EXECUTION seconds"
 
 # For debugging to keep the build server running
 if [ "$DEBUG" == "true" ]; then

From b2e061af6fdc5fcc8261a7aabfc22c565d65eba0 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 20 Jul 2023 16:55:00 -0700
Subject: [PATCH 103/367] add region to sam commands

---
 Makefile                 | 8 ++++----
 gfe-db/pipeline/Makefile | 2 ++
 2 files changed, 6 insertions(+), 4 deletions(-)

diff --git a/Makefile b/Makefile
index e25d8b2a..d29c96b2 100644
--- a/Makefile
+++ b/Makefile
@@ -85,28 +85,28 @@ check.dependencies:
 check.dependencies.docker:
 	@if docker info 2>&1 | grep -q 'Is the docker daemon running?'; then \
 		echo "**** Docker is not running. Please start Docker before deploying. ****" && \
-		echo "**** Please refer to the documentation for a list of prerequisistes. ****" && \
+		echo "**** Please refer to the documentation for a list of prerequisites. ****" && \
 		exit 1; \
 	fi
 
 check.dependencies.awscli:
 	@if ! aws --version >/dev/null 2>&1; then \
 		echo "**** AWS CLI not found. Please install AWS CLI before deploying. ****" && \
-		echo "**** Please refer to the documentation for a list of prerequisistes. ****" && \
+		echo "**** Please refer to the documentation for a list of prerequisites. ****" && \
 		exit 1; \
 	fi
 
 check.dependencies.samcli:
 	@if ! sam --version >/dev/null 2>&1; then \
 		echo "**** SAM CLI not found. Please install SAM CLI before deploying. ****" && \
-		echo "**** Please refer to the documentation for a list of prerequisistes. ****" && \
+		echo "**** Please refer to the documentation for a list of prerequisites. ****" && \
 		exit 1; \
 	fi
 
 check.dependencies.jq:
 	@if ! jq --version >/dev/null 2>&1; then \
 		echo "**** jq not found. Please install jq before deploying. ****" && \
-		echo "**** Please refer to the documentation for a list of prerequisistes. ****" && \
+		echo "**** Please refer to the documentation for a list of prerequisites. ****" && \
 		exit 1; \
 	fi
 
diff --git a/gfe-db/pipeline/Makefile b/gfe-db/pipeline/Makefile
index 69166d81..691e661c 100644
--- a/gfe-db/pipeline/Makefile
+++ b/gfe-db/pipeline/Makefile
@@ -16,8 +16,10 @@ deploy:
 service.functions.deploy:
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deploying ${SERVICE} - functions" 2>&1 | tee -a $$CFN_LOG_PATH
 	@sam build \
+		--region "$${AWS_REGION}" \
 		--template-file template.yaml  2>&1 | tee -a $$CFN_LOG_PATH || true && \
 	sam package \
+		--region "$${AWS_REGION}" \
 		--resolve-s3 \
 		--output-template-file packaged.yaml  2>&1 | tee -a $$CFN_LOG_PATH || true && \
 	sam deploy \

From eef19a4782387ed7247a72eedf85d8d3a9390dff Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 20 Jul 2023 17:26:05 -0700
Subject: [PATCH 104/367] add todo

---
 Makefile | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/Makefile b/Makefile
index d29c96b2..df63cb61 100644
--- a/Makefile
+++ b/Makefile
@@ -1,5 +1,8 @@
 # Application specific environment variables can replace variables declared in the Makefile with `?=` assignment.
+
 include .env
+# TODO use environment-specific .env, ie., .env.dev, .env.prod, etc. ==> make deploy STAGE=dev
+# include .env.${STAGE}
 export
 
 # Base settings, these should almost never change

From a436cb721d2ddf22a4a2d768637e3146ec328e96 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Mon, 24 Jul 2023 16:21:27 -0700
Subject: [PATCH 105/367] pin urllib3 version <2

---
 gfe-db/pipeline/functions/invoke_pipeline/src/requirements.txt | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/gfe-db/pipeline/functions/invoke_pipeline/src/requirements.txt b/gfe-db/pipeline/functions/invoke_pipeline/src/requirements.txt
index 3e734911..922aa6cc 100644
--- a/gfe-db/pipeline/functions/invoke_pipeline/src/requirements.txt
+++ b/gfe-db/pipeline/functions/invoke_pipeline/src/requirements.txt
@@ -1,2 +1,3 @@
+urllib3<2
 requests
-numpy
+numpy
\ No newline at end of file

From b00de4d56c0df3f8dc0a72aa447d665c3c00b2a4 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Mon, 24 Jul 2023 17:45:30 -0700
Subject: [PATCH 106/367] add pipeline execution notification topic; remove
 hard-coded email

---
 gfe-db/infrastructure/Makefile      |  1 +
 gfe-db/infrastructure/template.yaml | 42 ++++++++++++++++++++++++++++-
 2 files changed, 42 insertions(+), 1 deletion(-)

diff --git a/gfe-db/infrastructure/Makefile b/gfe-db/infrastructure/Makefile
index 82c2689e..61288564 100644
--- a/gfe-db/infrastructure/Makefile
+++ b/gfe-db/infrastructure/Makefile
@@ -19,6 +19,7 @@ service.deploy:
 		--parameter-overrides \
 			Stage="$${STAGE}" \
 			AppName="$${APP_NAME}" \
+			AdminEmail="$${ADMIN_EMAIL}" \
 			DataBucketName="$$DATA_BUCKET_NAME" \
 			GitHubPersonalAccessToken="$$GITHUB_PERSONAL_ACCESS_TOKEN" \
 			HostedZoneId="$${HOSTED_ZONE_ID}" 2>&1 | tee -a $${CFN_LOG_PATH} || true
diff --git a/gfe-db/infrastructure/template.yaml b/gfe-db/infrastructure/template.yaml
index 612a6365..3c8f7589 100644
--- a/gfe-db/infrastructure/template.yaml
+++ b/gfe-db/infrastructure/template.yaml
@@ -7,6 +7,8 @@ Parameters:
     Description: Stage of production
   AppName:
     Type: String
+  AdminEmail:
+    Type: String
   DataBucketName:
     Type: String
   GitHubPersonalAccessToken:
@@ -181,7 +183,7 @@ Resources:
     Properties:
       DisplayName: !Sub "${AppName} Data Pipeline Errors"
       Subscription:
-        - Endpoint: gclindsey@gmail.com
+        - Endpoint: !Ref AdminEmail
           Protocol: email
       Tags:
         - Key: Stage
@@ -197,6 +199,44 @@ Resources:
       Description: !Sub 'ARN for ${AppName} Data Pipeline Errors SNS topic'
       Value: !Ref DataPipelineErrorsTopic
 
+  DataPipelineExecutionTopicPolicy:
+    Type: AWS::SNS::TopicPolicy
+    Properties:
+      Topics:
+        - !Ref DataPipelineExecutionTopic
+      PolicyDocument:
+        Version: 2012-10-17
+        Statement:
+          - Effect: Allow
+            Principal:
+              Service: cloudwatch.amazonaws.com
+            Action: sns:Publish
+            Resource: !Ref DataPipelineExecutionTopic
+            Condition:
+              StringEquals:
+                aws:SourceAccount: !Ref AWS::AccountId
+
+  DataPipelineExecutionTopic:
+    Type: AWS::SNS::Topic
+    Properties:
+      DisplayName: !Sub "${AppName} Data Pipeline Errors"
+      Subscription:
+        - Endpoint: !Ref AdminEmail
+          Protocol: email
+      Tags:
+        - Key: Stage
+          Value: !Ref Stage
+        - Key: AppName 
+          Value: !Ref AppName
+
+  DataPipelineExecutionTopicArnParameter:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Type: String
+      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/DataPipelineExecutionTopicArn'
+      Description: !Sub 'ARN for ${AppName} Data Pipeline Errors SNS topic'
+      Value: !Ref DataPipelineExecutionTopic
+
 Outputs:
   Neo4jDatabaseElasticIp:
     Description: "Elastic IP for gfe-db Neo4j database instance"

From 20425e21833314efd8d902cb0ad60aa3fb181dcc Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Tue, 25 Jul 2023 11:18:22 -0700
Subject: [PATCH 107/367] trigger alarm and Lambda when execution is in
 progress

---
 gfe-db/pipeline/Makefile                      |   1 +
 .../pipeline/functions/disable_backup/app.py  |  39 +++++++
 .../disable_backup/disable-window-event.json  |  22 ++++
 .../disable_backup/enable-window-event.json   |  22 ++++
 .../functions/disable_backup/requirements.txt |   0
 gfe-db/pipeline/functions/environment.json    |   5 +
 gfe-db/pipeline/template.yaml                 | 104 +++++++++++++++++-
 7 files changed, 191 insertions(+), 2 deletions(-)
 create mode 100644 gfe-db/pipeline/functions/disable_backup/app.py
 create mode 100644 gfe-db/pipeline/functions/disable_backup/disable-window-event.json
 create mode 100644 gfe-db/pipeline/functions/disable_backup/enable-window-event.json
 create mode 100644 gfe-db/pipeline/functions/disable_backup/requirements.txt

diff --git a/gfe-db/pipeline/Makefile b/gfe-db/pipeline/Makefile
index cfa16113..06e80df9 100644
--- a/gfe-db/pipeline/Makefile
+++ b/gfe-db/pipeline/Makefile
@@ -35,6 +35,7 @@ service.functions.deploy:
 			GitHubRepositoryName="$$(cat functions/environment.json | jq -r '.Functions.InvokePipeline.FunctionConfiguration.Environment.Variables.GITHUB_REPOSITORY_NAME')" \
 			PipelineStatePath="$$(cat functions/environment.json | jq -r '.Functions.InvokePipeline.FunctionConfiguration.Environment.Variables.PIPELINE_STATE_PATH')" \
 			PipelineParamsPath="$$(cat functions/environment.json | jq -r '.Functions.InvokePipeline.FunctionConfiguration.Environment.Variables.PIPELINE_PARAMS_PATH')"  \
+			DisableBackupFunctionName="$${STAGE}"-"$${APP_NAME}"-"$$(cat functions/environment.json | jq -r '.Functions.DisableBackup.FunctionConfiguration.FunctionName')" \
 			InvokeLoadScriptFunctionName="$${STAGE}"-"$${APP_NAME}"-"$$(cat functions/environment.json | jq -r '.Functions.InvokeLoadScript.FunctionConfiguration.FunctionName')" \
 			Stage="$${STAGE}" \
 			AppName="$${APP_NAME}" \
diff --git a/gfe-db/pipeline/functions/disable_backup/app.py b/gfe-db/pipeline/functions/disable_backup/app.py
new file mode 100644
index 00000000..8a26a738
--- /dev/null
+++ b/gfe-db/pipeline/functions/disable_backup/app.py
@@ -0,0 +1,39 @@
+import os
+import logging
+import json
+import boto3
+
+logger = logging.getLogger()
+logger.setLevel(logging.INFO)
+
+def lambda_handler(event, context):
+    logger.info(json.dumps(event, indent=4))
+    
+    return
+
+
+# Needed to serialize datetime objects in JSON responses
+class DatetimeEncoder(json.JSONEncoder):
+    """
+    Helps convert datetime objects to pure strings in AWS service API responses. Does not
+    convert timezone information.
+
+    Extend `json.JSONEncoder`. 
+    """
+
+    def default(self, obj):
+        try:
+            return super().default(obj)
+        except TypeError:
+            return str(obj)
+
+
+
+if __name__ == "__main__":
+
+    path = '/Users/ammon/Documents/00-Projects/nmdp-bioinformatics/02-Repositories/gfe-db/gfe-db/pipeline/functions/invoke_load_script/event.json'
+
+    with open(path, "r") as file:
+        event = json.load(file)
+
+    lambda_handler(event,"")
diff --git a/gfe-db/pipeline/functions/disable_backup/disable-window-event.json b/gfe-db/pipeline/functions/disable_backup/disable-window-event.json
new file mode 100644
index 00000000..fc19511e
--- /dev/null
+++ b/gfe-db/pipeline/functions/disable_backup/disable-window-event.json
@@ -0,0 +1,22 @@
+{
+    "Records": [
+        {
+            "EventSource": "aws:sns",
+            "EventVersion": "1.0",
+            "EventSubscriptionArn": "arn:aws:sns:us-east-1:531868584498:prod-gfe-db-infrastructure-DataPipelineExecutionTopic-aMXYcftn9ao9:2d7ff42e-63b9-4bae-80f5-9badfca138cd",
+            "Sns": {
+                "Type": "Notification",
+                "MessageId": "e23c1ad4-eb7d-59f3-8765-47eefa2258be",
+                "TopicArn": "arn:aws:sns:us-east-1:531868584498:prod-gfe-db-infrastructure-DataPipelineExecutionTopic-aMXYcftn9ao9",
+                "Subject": "ALARM: \"prod-gfe-db-pipeline-UpdatePipelineStateMachineExecutionAlarm-1...\" in US East (N. Virginia)",
+                "Message": "{\"AlarmName\":\"prod-gfe-db-pipeline-UpdatePipelineStateMachineExecutionAlarm-18D64UHLCBHBT\",\"AlarmDescription\":\"arn:aws:states:us-east-1:531868584498:stateMachine:UpdatePipelineStateMachine-bW9DH9yPujvQ state machine execution in progress\",\"AWSAccountId\":\"531868584498\",\"AlarmConfigurationUpdatedTimestamp\":\"2023-07-25T17:58:10.806+0000\",\"NewStateValue\":\"ALARM\",\"NewStateReason\":\"Threshold Crossed: 1 datapoint [1.0 (24/07/23 18:06:00)] was greater than the threshold (0.0).\",\"StateChangeTime\":\"2023-07-25T18:06:23.122+0000\",\"Region\":\"US East (N. Virginia)\",\"AlarmArn\":\"arn:aws:cloudwatch:us-east-1:531868584498:alarm:prod-gfe-db-pipeline-UpdatePipelineStateMachineExecutionAlarm-18D64UHLCBHBT\",\"OldStateValue\":\"OK\",\"OKActions\":[\"arn:aws:sns:us-east-1:531868584498:prod-gfe-db-infrastructure-DataPipelineExecutionTopic-aMXYcftn9ao9\"],\"AlarmActions\":[\"arn:aws:sns:us-east-1:531868584498:prod-gfe-db-infrastructure-DataPipelineExecutionTopic-aMXYcftn9ao9\"],\"InsufficientDataActions\":[],\"Trigger\":{\"Period\":86400,\"EvaluationPeriods\":1,\"ComparisonOperator\":\"GreaterThanThreshold\",\"Threshold\":0.0,\"TreatMissingData\":\"\",\"EvaluateLowSampleCountPercentile\":\"\",\"Metrics\":[{\"Id\":\"m1\",\"MetricStat\":{\"Metric\":{\"Dimensions\":[{\"value\":\"arn:aws:states:us-east-1:531868584498:stateMachine:UpdatePipelineStateMachine-bW9DH9yPujvQ\",\"name\":\"StateMachineArn\"}],\"MetricName\":\"ExecutionsStarted\",\"Namespace\":\"AWS/States\"},\"Period\":86400,\"Stat\":\"Sum\",\"Unit\":\"Count\"},\"ReturnData\":false},{\"Id\":\"m2\",\"MetricStat\":{\"Metric\":{\"Dimensions\":[{\"value\":\"arn:aws:states:us-east-1:531868584498:stateMachine:UpdatePipelineStateMachine-bW9DH9yPujvQ\",\"name\":\"StateMachineArn\"}],\"MetricName\":\"ExecutionsSucceeded\",\"Namespace\":\"AWS/States\"},\"Period\":86400,\"Stat\":\"Sum\",\"Unit\":\"Count\"},\"ReturnData\":false},{\"Id\":\"m3\",\"MetricStat\":{\"Metric\":{\"Dimensions\":[{\"value\":\"arn:aws:states:us-east-1:531868584498:stateMachine:UpdatePipelineStateMachine-bW9DH9yPujvQ\",\"name\":\"StateMachineArn\"}],\"MetricName\":\"ExecutionsFailed\",\"Namespace\":\"AWS/States\"},\"Period\":86400,\"Stat\":\"Sum\",\"Unit\":\"Count\"},\"ReturnData\":false},{\"Id\":\"m4\",\"MetricStat\":{\"Metric\":{\"Dimensions\":[{\"value\":\"arn:aws:states:us-east-1:531868584498:stateMachine:UpdatePipelineStateMachine-bW9DH9yPujvQ\",\"name\":\"StateMachineArn\"}],\"MetricName\":\"ExecutionsAborted\",\"Namespace\":\"AWS/States\"},\"Period\":86400,\"Stat\":\"Sum\",\"Unit\":\"Count\"},\"ReturnData\":false},{\"Expression\":\"m1 - m2 - m3 - m4\",\"Id\":\"e1\",\"Label\":\"ExecutionsInProgress\",\"ReturnData\":true}]}}",
+                "Timestamp": "2023-07-25T18:06:23.175Z",
+                "SignatureVersion": "1",
+                "Signature": "Af+IlVTW+2MvZfU/5D77zZGJj0O9YQCdqqGUOcpyXDYRTGOjoSWYab6gx2A7CP/hi/4znEN7ldQwD15UDW5HIk4tC+srj+9D3IEEHk84ay+0G4pG97VEAwHayK6JgKd+voWsIn9yOB3oTxfo368xUBk/DrzTpOgMKddLaiegJ0DBkD+PyBincByw5+tcsp3e4ALJ3bXGBfqXrNgdGp64HKhjvFGg6WHBhdWPMpGrBGKHiDT/Y4SMXe24Jro7knEqciOnLhfKUHw1rmZreylT1H80tcpAvwlMT1ryJ4MG31JpxvmuRmb5SrFV3dV3v4yifxPaqt23Ilg1jlZZyL4PLQ==",
+                "SigningCertUrl": "https://sns.us-east-1.amazonaws.com/SimpleNotificationService-01d088a6f77103d0fe307c0069e40ed6.pem",
+                "UnsubscribeUrl": "https://sns.us-east-1.amazonaws.com/?Action=Unsubscribe&SubscriptionArn=arn:aws:sns:us-east-1:531868584498:prod-gfe-db-infrastructure-DataPipelineExecutionTopic-aMXYcftn9ao9:2d7ff42e-63b9-4bae-80f5-9badfca138cd",
+                "MessageAttributes": {}
+            }
+        }
+    ]
+}
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/disable_backup/enable-window-event.json b/gfe-db/pipeline/functions/disable_backup/enable-window-event.json
new file mode 100644
index 00000000..001fb5ac
--- /dev/null
+++ b/gfe-db/pipeline/functions/disable_backup/enable-window-event.json
@@ -0,0 +1,22 @@
+{
+    "Records": [
+        {
+            "EventSource": "aws:sns",
+            "EventVersion": "1.0",
+            "EventSubscriptionArn": "arn:aws:sns:us-east-1:531868584498:prod-gfe-db-infrastructure-DataPipelineExecutionTopic-aMXYcftn9ao9:2d7ff42e-63b9-4bae-80f5-9badfca138cd",
+            "Sns": {
+                "Type": "Notification",
+                "MessageId": "f699f4d5-2de7-5728-8cb0-a9ef3fa84a63",
+                "TopicArn": "arn:aws:sns:us-east-1:531868584498:prod-gfe-db-infrastructure-DataPipelineExecutionTopic-aMXYcftn9ao9",
+                "Subject": "OK: \"prod-gfe-db-pipeline-UpdatePipelineStateMachineExecutionAlarm-18D6...\" in US East (N. Virginia)",
+                "Message": "{\"AlarmName\":\"prod-gfe-db-pipeline-UpdatePipelineStateMachineExecutionAlarm-18D64UHLCBHBT\",\"AlarmDescription\":\"arn:aws:states:us-east-1:531868584498:stateMachine:UpdatePipelineStateMachine-bW9DH9yPujvQ state machine execution in progress\",\"AWSAccountId\":\"531868584498\",\"AlarmConfigurationUpdatedTimestamp\":\"2023-07-25T17:58:10.806+0000\",\"NewStateValue\":\"OK\",\"NewStateReason\":\"Threshold Crossed: 1 datapoint [0.0 (24/07/23 18:10:00)] was not greater than the threshold (0.0).\",\"StateChangeTime\":\"2023-07-25T18:10:23.115+0000\",\"Region\":\"US East (N. Virginia)\",\"AlarmArn\":\"arn:aws:cloudwatch:us-east-1:531868584498:alarm:prod-gfe-db-pipeline-UpdatePipelineStateMachineExecutionAlarm-18D64UHLCBHBT\",\"OldStateValue\":\"ALARM\",\"OKActions\":[\"arn:aws:sns:us-east-1:531868584498:prod-gfe-db-infrastructure-DataPipelineExecutionTopic-aMXYcftn9ao9\"],\"AlarmActions\":[\"arn:aws:sns:us-east-1:531868584498:prod-gfe-db-infrastructure-DataPipelineExecutionTopic-aMXYcftn9ao9\"],\"InsufficientDataActions\":[],\"Trigger\":{\"Period\":86400,\"EvaluationPeriods\":1,\"ComparisonOperator\":\"GreaterThanThreshold\",\"Threshold\":0.0,\"TreatMissingData\":\"\",\"EvaluateLowSampleCountPercentile\":\"\",\"Metrics\":[{\"Id\":\"m1\",\"MetricStat\":{\"Metric\":{\"Dimensions\":[{\"value\":\"arn:aws:states:us-east-1:531868584498:stateMachine:UpdatePipelineStateMachine-bW9DH9yPujvQ\",\"name\":\"StateMachineArn\"}],\"MetricName\":\"ExecutionsStarted\",\"Namespace\":\"AWS/States\"},\"Period\":86400,\"Stat\":\"Sum\",\"Unit\":\"Count\"},\"ReturnData\":false},{\"Id\":\"m2\",\"MetricStat\":{\"Metric\":{\"Dimensions\":[{\"value\":\"arn:aws:states:us-east-1:531868584498:stateMachine:UpdatePipelineStateMachine-bW9DH9yPujvQ\",\"name\":\"StateMachineArn\"}],\"MetricName\":\"ExecutionsSucceeded\",\"Namespace\":\"AWS/States\"},\"Period\":86400,\"Stat\":\"Sum\",\"Unit\":\"Count\"},\"ReturnData\":false},{\"Id\":\"m3\",\"MetricStat\":{\"Metric\":{\"Dimensions\":[{\"value\":\"arn:aws:states:us-east-1:531868584498:stateMachine:UpdatePipelineStateMachine-bW9DH9yPujvQ\",\"name\":\"StateMachineArn\"}],\"MetricName\":\"ExecutionsFailed\",\"Namespace\":\"AWS/States\"},\"Period\":86400,\"Stat\":\"Sum\",\"Unit\":\"Count\"},\"ReturnData\":false},{\"Id\":\"m4\",\"MetricStat\":{\"Metric\":{\"Dimensions\":[{\"value\":\"arn:aws:states:us-east-1:531868584498:stateMachine:UpdatePipelineStateMachine-bW9DH9yPujvQ\",\"name\":\"StateMachineArn\"}],\"MetricName\":\"ExecutionsAborted\",\"Namespace\":\"AWS/States\"},\"Period\":86400,\"Stat\":\"Sum\",\"Unit\":\"Count\"},\"ReturnData\":false},{\"Expression\":\"m1 - m2 - m3 - m4\",\"Id\":\"e1\",\"Label\":\"ExecutionsInProgress\",\"ReturnData\":true}]}}",
+                "Timestamp": "2023-07-25T18:10:23.167Z",
+                "SignatureVersion": "1",
+                "Signature": "K5QfFtb+zqF2HwZlfTt3IzHC39+Scw4M4qaCzE+gvDyKoCmUfzF77WbfxovcjBNHG+gNBeflyTI/qgzAqUddA/qCdWOERxBQG70EOLoucN+mcIpu7XO52aoJhH7g45xz0G4ghnIGRULDomYw2CZnRsWPcNfj4OWVD7OEA4+7A/jxtBJY1VyoM8Y/mckukmdBiKSBGc/C9JEq1gmsiPtOOqnQqd0HqPOmu3lY4Y7vAN0bV+Jwg3gir72JW8EfNa2aKupHIyQ4GHLyiH0m32XGPZtN90hwTAZVXsbL3VDoQmud1KDX/DanoByOKTN0pJXZZHs/KSSu39bsQbppKA3vbg==",
+                "SigningCertUrl": "https://sns.us-east-1.amazonaws.com/SimpleNotificationService-01d088a6f77103d0fe307c0069e40ed6.pem",
+                "UnsubscribeUrl": "https://sns.us-east-1.amazonaws.com/?Action=Unsubscribe&SubscriptionArn=arn:aws:sns:us-east-1:531868584498:prod-gfe-db-infrastructure-DataPipelineExecutionTopic-aMXYcftn9ao9:2d7ff42e-63b9-4bae-80f5-9badfca138cd",
+                "MessageAttributes": {}
+            }
+        }
+    ]
+}
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/disable_backup/requirements.txt b/gfe-db/pipeline/functions/disable_backup/requirements.txt
new file mode 100644
index 00000000..e69de29b
diff --git a/gfe-db/pipeline/functions/environment.json b/gfe-db/pipeline/functions/environment.json
index 9711bd7d..5f62aad3 100644
--- a/gfe-db/pipeline/functions/environment.json
+++ b/gfe-db/pipeline/functions/environment.json
@@ -22,6 +22,11 @@
                 "Timeout": 60,
                 "MemorySize": 256
             }
+        },
+        "DisableBackup": {
+            "FunctionConfiguration": {
+                "FunctionName": "disable-backup"
+            }
         }
     }
 }
\ No newline at end of file
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 10615920..a4c5d2db 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -27,6 +27,8 @@ Parameters:
     Type: String
   PipelineParamsPath:
     Type: String
+  DisableBackupFunctionName:
+    Type: String
   InvokeLoadScriptFunctionName:
     Type: String
   ECRBaseUri:
@@ -495,8 +497,106 @@ Resources:
       Description: "ARN of gfe-db update pipeline state machine"
       Value: !GetAtt UpdatePipelineStateMachine.Arn
 
-# CloudWatch Alarm for failed pipeline executions
+  # CloudWatch Alarm for state machine execution in progress
   UpdatePipelineStateMachineExecutionAlarm:
+    Type: AWS::CloudWatch::Alarm
+    Properties:
+      AlarmDescription: !Sub '${UpdatePipelineStateMachine} state machine execution in progress'
+      ActionsEnabled: true
+      AlarmActions:
+        - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineExecutionTopicArn}}'
+      OKActions:
+        - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineExecutionTopicArn}}'
+      Metrics: 
+        - Id: m1
+          MetricStat: 
+            Metric: 
+              MetricName: ExecutionsStarted
+              Namespace: AWS/States
+              Dimensions:
+                - Name: StateMachineArn
+                  Value: !GetAtt UpdatePipelineStateMachine.Arn
+            Period: 86400
+            Stat: Sum
+            Unit: Count
+          ReturnData: false
+        - Id: m2
+          MetricStat: 
+            Metric: 
+              MetricName: ExecutionsSucceeded
+              Namespace: AWS/States
+              Dimensions:
+                - Name: StateMachineArn
+                  Value: !GetAtt UpdatePipelineStateMachine.Arn
+            Period: 86400
+            Stat: Sum
+            Unit: Count
+          ReturnData: false
+        - Id: m3
+          MetricStat: 
+            Metric: 
+              MetricName: ExecutionsFailed
+              Namespace: AWS/States
+              Dimensions:
+                - Name: StateMachineArn
+                  Value: !GetAtt UpdatePipelineStateMachine.Arn
+            Period: 86400
+            Stat: Sum
+            Unit: Count
+          ReturnData: false
+        - Id: m4
+          MetricStat: 
+            Metric: 
+              MetricName: ExecutionsAborted
+              Namespace: AWS/States
+              Dimensions:
+                - Name: StateMachineArn
+                  Value: !GetAtt UpdatePipelineStateMachine.Arn
+            Period: 86400
+            Stat: Sum
+            Unit: Count
+          ReturnData: false
+        - Id: e1
+          Expression: "m1 - m2 - m3 - m4"
+          Label: ExecutionsInProgress
+          ReturnData: true
+      ComparisonOperator: GreaterThanThreshold
+      Threshold: 0
+      EvaluationPeriods: 1
+
+  DisableBackupFunction:
+    Type: AWS::Serverless::Function
+    Properties:
+      FunctionName: !Ref DisableBackupFunctionName
+      CodeUri: functions/disable_backup/
+      Handler: app.lambda_handler
+      Runtime: python3.10
+      MemorySize: 128
+      Timeout: 60
+      Architectures:
+        - x86_64
+      # Environment:
+      #   Variables:
+      #     APP_NAME: !Ref AppName
+      Policies:
+        - AWSLambdaBasicExecutionRole
+        - Version: "2012-10-17"
+          Statement:
+            - Effect: "Allow"
+              Action: 
+                - "ssm:GetParameters"
+                - "ssm:GetParameter"
+              Resource: 
+                - "*"
+      # Subscribe to SNS topic for pipeline execution
+      Events:
+        PipelineExecutionTopic:
+          Type: SNS
+          Properties:
+            Topic: !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineExecutionTopicArn}}'
+
+  # CloudWatch Alarm for failed pipeline executions
+  UpdatePipelineStateMachineExecutionErrorsAlarm:
     Type: AWS::CloudWatch::Alarm
     Properties:
       AlarmDescription: !Sub '${UpdatePipelineStateMachine} state machine errors'
@@ -514,7 +614,7 @@ Resources:
         - Name: StateMachineArn
           Value: !GetAtt UpdatePipelineStateMachine.Arn
 
-# CloudWatch Alarm for failed pipeline integrations (Batch jobs)
+  # CloudWatch Alarm for failed pipeline integrations (Batch jobs)
   UpdatePipelineStateMachineIntegrationAlarm:
     Type: AWS::CloudWatch::Alarm
     Properties:

From 77e83f4254fa2f8f3a9042698bf4e190354166b7 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Tue, 25 Jul 2023 12:06:05 -0700
Subject: [PATCH 108/367] enable or disable backup maintenance window in Lambda

---
 gfe-db/database/template.yaml                 | 12 ++++
 .../pipeline/functions/disable_backup/app.py  | 57 ++++++++++++-------
 gfe-db/pipeline/template.yaml                 | 15 +++--
 3 files changed, 61 insertions(+), 23 deletions(-)

diff --git a/gfe-db/database/template.yaml b/gfe-db/database/template.yaml
index 36d37f41..e32138f5 100644
--- a/gfe-db/database/template.yaml
+++ b/gfe-db/database/template.yaml
@@ -331,6 +331,18 @@ Resources:
       Schedule: cron(0 0 ? * * *)
       ScheduleTimezone: US/Central
 
+  # Neo4jBackupMaintenanceWindowId Parameters
+  Neo4jBackupMaintenanceWindowIdParameter:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Type: String
+      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/Neo4jBackupMaintenanceWindowId'
+      Description: "ID for Neo4jBackupMaintenanceWindow"
+      Value: !Ref Neo4jBackupMaintenanceWindow
+      Tags:
+        Stage: !Ref Stage
+        AppName: !Ref AppName
+
   Neo4jBackupMaintenanceWindowTask:
     Type: AWS::SSM::MaintenanceWindowTask
     Properties:
diff --git a/gfe-db/pipeline/functions/disable_backup/app.py b/gfe-db/pipeline/functions/disable_backup/app.py
index 8a26a738..f6537f84 100644
--- a/gfe-db/pipeline/functions/disable_backup/app.py
+++ b/gfe-db/pipeline/functions/disable_backup/app.py
@@ -6,34 +6,53 @@
 logger = logging.getLogger()
 logger.setLevel(logging.INFO)
 
-def lambda_handler(event, context):
-    logger.info(json.dumps(event, indent=4))
-    
-    return
-
+# variables
+AWS_REGION = os.environ['AWS_REGION']
+STAGE = os.environ['STAGE']
+APP_NAME = os.environ['APP_NAME']
 
-# Needed to serialize datetime objects in JSON responses
-class DatetimeEncoder(json.JSONEncoder):
-    """
-    Helps convert datetime objects to pure strings in AWS service API responses. Does not
-    convert timezone information.
+session = boto3.Session(region_name=AWS_REGION)
+ssm = session.client('ssm')
 
-    Extend `json.JSONEncoder`. 
-    """
+# use path '/${AppName}/${Stage}/${AWS::Region}/Neo4jBackupMaintenanceWindowId'
+maintenance_window_id = ssm.get_parameter(
+    Name=f'/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jBackupMaintenanceWindowId'
+)['Parameter']['Value']
 
-    def default(self, obj):
-        try:
-            return super().default(obj)
-        except TypeError:
-            return str(obj)
+def lambda_handler(event, context):
+    logger.info(json.dumps(event, indent=4))
 
+    # parse event to determine whether to disable or enable the backup window
+    alarm_state = json.loads(event['Records'][0]['Sns']['Message'])['NewStateValue']
+
+    if alarm_state == 'ALARM':
+        logger.info(f'Disabling maintenance window for backup process')
+        response = ssm.update_maintenance_window(
+            WindowId=maintenance_window_id,
+            Enabled=False
+        )
+        if response['Enabled']:
+            raise ValueError(f'Failed to disable maintenance window')
+    elif alarm_state == 'OK':
+        logger.info(f'Enabling maintenance window for backup process')
+        response = ssm.update_maintenance_window(
+            WindowId=maintenance_window_id,
+            Enabled=True
+        )
+        if not response['Enabled']:
+            raise ValueError(f'Failed to enable maintenance window')
+    else:
+        raise ValueError(f'Unknown state: {alarm_state}')
+    
+    return
 
 
 if __name__ == "__main__":
+    from pathlib import Path
 
-    path = '/Users/ammon/Documents/00-Projects/nmdp-bioinformatics/02-Repositories/gfe-db/gfe-db/pipeline/functions/invoke_load_script/event.json'
+    event_path = Path(__file__).resolve().parent / "enable-window-event.json"
 
-    with open(path, "r") as file:
+    with open(event_path, "r") as file:
         event = json.load(file)
 
     lambda_handler(event,"")
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index a4c5d2db..db306c15 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -575,9 +575,10 @@ Resources:
       Timeout: 60
       Architectures:
         - x86_64
-      # Environment:
-      #   Variables:
-      #     APP_NAME: !Ref AppName
+      Environment:
+        Variables:
+          STAGE: !Ref Stage
+          APP_NAME: !Ref AppName
       Policies:
         - AWSLambdaBasicExecutionRole
         - Version: "2012-10-17"
@@ -588,7 +589,13 @@ Resources:
                 - "ssm:GetParameter"
               Resource: 
                 - "*"
-      # Subscribe to SNS topic for pipeline execution
+        - Version: "2012-10-17"
+          Statement:
+            - Effect: "Allow"
+              Action: 
+                - "ssm:UpdateMaintenanceWindow"
+              Resource: 
+                - !Sub 'arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:maintenancewindow/*'
       Events:
         PipelineExecutionTopic:
           Type: SNS

From 32d131e0e73bc2d5ffbc3e138050ee8f76bee249 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Tue, 25 Jul 2023 16:49:52 -0700
Subject: [PATCH 109/367] tag stacks with release branch name

---
 gfe-db/database/Makefile                      |   1 +
 gfe-db/infrastructure/Makefile                |   1 +
 gfe-db/pipeline/Makefile                      |   1 +
 .../statemachines/pipeline-copy.asl.json      | 132 ++++++++++++++++++
 4 files changed, 135 insertions(+)
 create mode 100644 gfe-db/pipeline/statemachines/pipeline-copy.asl.json

diff --git a/gfe-db/database/Makefile b/gfe-db/database/Makefile
index 30d328dc..1125a193 100644
--- a/gfe-db/database/Makefile
+++ b/gfe-db/database/Makefile
@@ -74,6 +74,7 @@ service.deploy:
 		--region $${AWS_REGION} \
 		--template-file template.yaml \
 		--stack-name "$${STAGE}-$${APP_NAME}-${SERVICE}" \
+		--tags stage="$${STAGE}" app="$${APP_NAME}" service="${SERVICE}" release_branch="$$(git branch --show-current)" \
 		--capabilities CAPABILITY_IAM \
 		--parameter-overrides \
 			Stage="$${STAGE}" \
diff --git a/gfe-db/infrastructure/Makefile b/gfe-db/infrastructure/Makefile
index 61288564..c6f0bd3b 100644
--- a/gfe-db/infrastructure/Makefile
+++ b/gfe-db/infrastructure/Makefile
@@ -16,6 +16,7 @@ service.deploy:
 		--region $${AWS_REGION} \
 		--template-file template.yaml \
 		--stack-name "$${STAGE}-$${APP_NAME}-${SERVICE}" \
+		--tags stage="$${STAGE}" app="$${APP_NAME}" service="${SERVICE}" release_branch="$$(git branch --show-current)" \
 		--parameter-overrides \
 			Stage="$${STAGE}" \
 			AppName="$${APP_NAME}" \
diff --git a/gfe-db/pipeline/Makefile b/gfe-db/pipeline/Makefile
index 06e80df9..bc0a633e 100644
--- a/gfe-db/pipeline/Makefile
+++ b/gfe-db/pipeline/Makefile
@@ -23,6 +23,7 @@ service.functions.deploy:
 		--region "$${AWS_REGION}" \
 		--template-file packaged.yaml \
 		--stack-name "$${STAGE}-$${APP_NAME}-${SERVICE}" \
+		--tags stage="$${STAGE}" app="$${APP_NAME}" service="${SERVICE}" release_branch="$$(git branch --show-current)" \
 		--capabilities CAPABILITY_IAM \
 		--parameter-overrides \
 			Stage="$${STAGE}" \
diff --git a/gfe-db/pipeline/statemachines/pipeline-copy.asl.json b/gfe-db/pipeline/statemachines/pipeline-copy.asl.json
new file mode 100644
index 00000000..7f9e3ccf
--- /dev/null
+++ b/gfe-db/pipeline/statemachines/pipeline-copy.asl.json
@@ -0,0 +1,132 @@
+{
+    "StartAt": "Init",
+    "States": {
+      "Init": {
+        "Type": "Pass",
+        "Result": {
+          "errorOccurred": false
+        },
+        "ResultPath": "$.error_status",
+        "Next": "Pre-Execution Backup"
+      },
+      "Pre-Execution Backup": {
+        "Type": "Pass",
+        "ResultPath": null,
+        "Next": "Build Stage"
+      },
+        "Build Stage": {
+            "Type": "Map",
+            "Next": "Load Stage",
+            "MaxConcurrency": 0,
+            "Iterator": {
+                "StartAt": "Generate CSV files",
+                "States": {
+                    "Generate CSV files": {
+                        "Type": "Task",
+                        "Resource": "arn:aws:states:::batch:submitJob.sync",
+                        "ResultPath": null,
+                        "Next": "Build Success",
+                        "Catch": [
+                            {
+                                "ErrorEquals": [
+                                    "States.ALL"
+                                ],
+                                "Next": "Build Error"
+                            }
+                        ],
+                        "Parameters": {
+                            "JobDefinition": "${BuildJobDefinition}",
+                            "JobName": "${BuildJobName}",
+                            "JobQueue": "${BuildJobQueue}",
+                            "ContainerOverrides": {
+                                "Environment": [
+                                    {
+                                        "Name": "RELEASES",
+                                        "Value.$": "$.RELEASES"
+                                    },
+                                    {
+                                        "Name": "ALIGN",
+                                        "Value.$": "$.ALIGN"
+                                    },
+                                    {
+                                        "Name": "KIR",
+                                        "Value.$": "$.KIR"
+                                    },
+                                    {
+                                        "Name": "MEM_PROFILE",
+                                        "Value.$": "$.MEM_PROFILE"
+                                    },
+                                    {
+                                        "Name": "LIMIT",
+                                        "Value.$": "$.LIMIT"
+                                    }
+                                ]
+                            }
+                        }
+                    },
+                    "Build Error": {
+                        "Type": "Pass",
+                        "End": true
+                    },
+                    "Build Success": {
+                        "Type": "Pass",
+                        "End": true
+                    }
+                }
+            }
+        },
+        "Load Stage": {
+            "Type": "Map",
+            "End": true,
+            "MaxConcurrency": 1,
+            "Iterator": {
+                "StartAt": "Load Data",
+                "States": {
+                    "Load Data": {
+                        "Type": "Parallel",
+                        "Next": "Load Success",
+                        "Catch": [
+                            {
+                                "ErrorEquals": [
+                                    "States.ALL"
+                                ],
+                                "Next": "Load Error"
+                            }
+                        ],
+                        "Branches": [
+                            {
+                                "StartAt": "Invoke Load Script",
+                                "States": {
+                                    "Invoke Load Script": {
+                                        "Type": "Task",
+                                        "Resource": "${InvokeLoadScriptFunctionArn}",
+                                        "End": true
+                                    }
+                                }
+                            },
+                            {
+                                "StartAt": "Load GFEs",
+                                "States": {
+                                    "Load GFEs": {
+                                        "Type": "Task",
+                                        "Resource": "${LoadNeo4jActivityArn}",
+                                        "HeartbeatSeconds": 60,
+                                        "End": true
+                                    }
+                                }
+                            }
+                        ]
+                    },
+                    "Load Error": {
+                        "Type": "Pass",
+                        "End": true
+                    },
+                    "Load Success": {
+                        "Type": "Pass",
+                        "End": true
+                    }
+                }
+            }
+        }
+    }
+}
\ No newline at end of file

From 21a634138e0a8c363ad2002e9c737192a2fb8217 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Tue, 25 Jul 2023 17:36:58 -0700
Subject: [PATCH 110/367] mark tag properties for removal

---
 gfe-db/database/template.yaml       | 6 ++++++
 gfe-db/infrastructure/template.yaml | 4 ++++
 gfe-db/pipeline/template.yaml       | 7 +++++--
 3 files changed, 15 insertions(+), 2 deletions(-)

diff --git a/gfe-db/database/template.yaml b/gfe-db/database/template.yaml
index e32138f5..96e9d55c 100644
--- a/gfe-db/database/template.yaml
+++ b/gfe-db/database/template.yaml
@@ -47,6 +47,7 @@ Resources:
       Name: !Sub "${AppName}-${Stage}-Neo4jCredentials"
       Description: Must match the username/password specified in the Neo4j Dockerfile. Empty until the database is created.
       SecretString: '{"NEO4J_USERNAME":"","NEO4J_PASSWORD":""}'
+      # TODO remove
       Tags:
         - Key: Stage
           Value: !Ref Stage
@@ -60,6 +61,7 @@ Resources:
       Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/Neo4jCredentialsSecretArn'
       Description: "ARN for Neo4jCredentialsSecret"
       Value: !Ref Neo4jCredentialsSecret
+      # TODO remove
       Tags:
         Stage: !Ref Stage
         AppName: !Ref AppName
@@ -101,6 +103,7 @@ Resources:
         #   IpProtocol: tcp
         #   ToPort: 22
         #   Description: Update IP to use MyIP
+      # TODO remove
       Tags:
         - Key: Name
           Value: !Sub '${Stage}-${AppName}-neo4j-sg'
@@ -112,6 +115,7 @@ Resources:
       Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseSecurityGroupName'
       Description: "Name of the Neo4jDatabaseSecurityGroup"
       Value: !Ref Neo4jDatabaseSecurityGroup
+      # TODO remove
       Tags:
         Stage: !Ref Stage
         AppName: !Ref AppName
@@ -212,6 +216,7 @@ Resources:
           sudo journalctl -b > logs/boot.log
           cat /opt/bitnami/neo4j/logs/neo4j.log > logs/neo4j.log
           cat /opt/bitnami/neo4j/logs/debug.log > logs/debug.log
+      # TODO remove
       Tags:
         - Key: Name
           Value: !Sub '${AppName}-${Stage}'
@@ -339,6 +344,7 @@ Resources:
       Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/Neo4jBackupMaintenanceWindowId'
       Description: "ID for Neo4jBackupMaintenanceWindow"
       Value: !Ref Neo4jBackupMaintenanceWindow
+      # TODO remove
       Tags:
         Stage: !Ref Stage
         AppName: !Ref AppName
diff --git a/gfe-db/infrastructure/template.yaml b/gfe-db/infrastructure/template.yaml
index 3c8f7589..480c24c4 100644
--- a/gfe-db/infrastructure/template.yaml
+++ b/gfe-db/infrastructure/template.yaml
@@ -40,6 +40,7 @@ Resources:
       CidrBlock: 10.0.0.0/16
       EnableDnsHostnames: true
       EnableDnsSupport: true
+      # TODO remove
       Tags:
         - Key: Name
           Value: !Sub '${Stage}-${AppName}-${AWS::Region}-vpc'
@@ -134,6 +135,7 @@ Resources:
       Name: !Sub "${AppName}-${Stage}-GitHubPersonalAccessToken"
       Description: GitHub Personal Access Token for repository access
       SecretString: !Sub '{"personal_access_token":"${GitHubPersonalAccessToken}"}'
+      # TODO remove
       Tags:
         - Key: Stage
           Value: !Ref Stage
@@ -185,6 +187,7 @@ Resources:
       Subscription:
         - Endpoint: !Ref AdminEmail
           Protocol: email
+      # TODO remove
       Tags:
         - Key: Stage
           Value: !Ref Stage
@@ -223,6 +226,7 @@ Resources:
       Subscription:
         - Endpoint: !Ref AdminEmail
           Protocol: email
+      # TODO remove
       Tags:
         - Key: Stage
           Value: !Ref Stage
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index db306c15..79ddfefd 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -48,6 +48,7 @@ Resources:
       #     FromPort: 22
       #     IpProtocol: tcp
       #     ToPort: 22
+      # TODO remove
       Tags:
         - Key: Name
           Value: !Sub '${Stage}-${AppName}-build-server-sg'
@@ -199,7 +200,8 @@ Resources:
         InstanceRole: !Ref BatchWorkerInstanceProfile
         LaunchTemplate:
           LaunchTemplateId: !Ref BuildLaunchTemplate
-        Tags: { "Name": "gfe-db-build-worker" }
+        # TODO remove
+      Tags: { "Name": "gfe-db-build-worker" }
       ServiceRole: !GetAtt BatchServiceRole.Arn
 
   BuildLaunchTemplate:
@@ -239,7 +241,8 @@ Resources:
             --==MYBOUNDARY==
       TagSpecifications:
         - ResourceType: launch-template
-          Tags: 
+          # TODO remove
+      Tags: 
             - Key: Name
               Value: 'gfe-db-build-worker'
 

From 1466dceedd3bdead3c02aceebc8a358a936c86ba Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 27 Jul 2023 16:43:19 -0700
Subject: [PATCH 111/367] invoke backup at start of execution

---
 gfe-db/database/template.yaml                 |  8 ++
 gfe-db/pipeline/functions/environment.json    |  7 ++
 .../functions/invoke_backup_script/app.py     | 92 +++++++++++++++++++
 .../pre-execution-event.json                  | 11 +++
 .../invoke_backup_script/requirements.txt     |  0
 gfe-db/pipeline/template.yaml                 | 39 +++++++-
 6 files changed, 155 insertions(+), 2 deletions(-)
 create mode 100644 gfe-db/pipeline/functions/invoke_backup_script/app.py
 create mode 100644 gfe-db/pipeline/functions/invoke_backup_script/pre-execution-event.json
 create mode 100644 gfe-db/pipeline/functions/invoke_backup_script/requirements.txt

diff --git a/gfe-db/database/template.yaml b/gfe-db/database/template.yaml
index 96e9d55c..b0ee87a4 100644
--- a/gfe-db/database/template.yaml
+++ b/gfe-db/database/template.yaml
@@ -324,6 +324,14 @@ Resources:
                 - "directory=$(pwd)"
                 - "export PATH=$PATH:$directory"
                 - "cd {{ workingDirectory }} && {{ commandLine }}"
+                
+  Neo4jBackupDocumentNameParameter:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Type: String
+      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/Neo4jBackupDocumentName'
+      Description: "Name of SSM document for backing up Neo4j"
+      Value: !Ref Neo4jBackupDocument
 
   Neo4jBackupMaintenanceWindow:
     Type: AWS::SSM::MaintenanceWindow
diff --git a/gfe-db/pipeline/functions/environment.json b/gfe-db/pipeline/functions/environment.json
index 5f62aad3..e1b56ef1 100644
--- a/gfe-db/pipeline/functions/environment.json
+++ b/gfe-db/pipeline/functions/environment.json
@@ -23,6 +23,13 @@
                 "MemorySize": 256
             }
         },
+        "InvokeBackupScript": {
+            "FunctionConfiguration": {
+                "FunctionName": "invoke-backup-script",
+                "Timeout": 60,
+                "MemorySize": 128
+            }
+        },
         "DisableBackup": {
             "FunctionConfiguration": {
                 "FunctionName": "disable-backup"
diff --git a/gfe-db/pipeline/functions/invoke_backup_script/app.py b/gfe-db/pipeline/functions/invoke_backup_script/app.py
new file mode 100644
index 00000000..687883a3
--- /dev/null
+++ b/gfe-db/pipeline/functions/invoke_backup_script/app.py
@@ -0,0 +1,92 @@
+import os
+import logging
+import json
+import boto3
+
+logger = logging.getLogger()
+logger.setLevel(logging.INFO)
+
+STAGE = os.environ["STAGE"]
+APP_NAME = os.environ["APP_NAME"]
+AWS_REGION = os.environ["AWS_REGION"]
+
+session = boto3.Session(region_name=AWS_REGION)
+ssm = session.client('ssm')
+
+# neo4j_backup_document_name = os.environ["NEO4J_BACKUP_DOCUMENT_NAME"]
+# '/${AppName}/${Stage}/${AWS::Region}/Neo4jBackupDocumentName
+neo4j_backup_document_name = ssm.get_parameter(
+    Name=f'/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jBackupDocumentName'
+)["Parameter"]["Value"]
+
+# \!Sub '/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseInstanceId'
+neo4j_database_instance_id = ssm.get_parameter(
+    Name=f'/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jDatabaseInstanceId'
+)["Parameter"]["Value"]
+
+# Get SSM Document Neo4jLoadQuery
+response = ssm.get_document(Name=neo4j_backup_document_name)
+
+def lambda_handler(event, context):
+
+    # TODO check if backup is pre or post execution using Parameters field in state machine
+    logger.info(json.dumps(event))
+
+    try:
+        response = ssm.send_command(
+            InstanceIds=[
+                neo4j_database_instance_id,
+            ],
+            DocumentName=neo4j_backup_document_name,
+            MaxConcurrency='1',
+            CloudWatchOutputConfig={
+                'CloudWatchOutputEnabled': True
+            })
+
+        if response['ResponseMetadata']['HTTPStatusCode'] != 200:
+            logger.error(json.dumps(response, cls=DatetimeEncoder))
+            raise Exception("Failed to send command")
+        else:
+            logger.info(f"Neo4j backup invoked on instance {neo4j_database_instance_id}")
+    
+    except Exception as err:
+        logger.error(err)
+        raise err
+
+    return {
+        **event, 
+        "backups": {
+            "pre": {
+                "DocumentName": response['Command']['DocumentName'],
+                "CommandId": response['Command']['CommandId']
+            }
+        }
+    }
+
+
+# Needed to serialize datetime objects in JSON responses
+class DatetimeEncoder(json.JSONEncoder):
+    """
+    Helps convert datetime objects to pure strings in AWS service API responses. Does not
+    convert timezone information.
+
+    Extend `json.JSONEncoder`. 
+    """
+
+    def default(self, obj):
+        try:
+            return super().default(obj)
+        except TypeError:
+            return str(obj)
+
+
+
+if __name__ == "__main__":
+    from pathlib import Path
+
+    event_path = Path(__file__).parent / "pre-execution-event.json"
+
+    with open(event_path, "r") as file:
+        event = json.load(file)
+
+    lambda_handler(event,"")
diff --git a/gfe-db/pipeline/functions/invoke_backup_script/pre-execution-event.json b/gfe-db/pipeline/functions/invoke_backup_script/pre-execution-event.json
new file mode 100644
index 00000000..c69fece5
--- /dev/null
+++ b/gfe-db/pipeline/functions/invoke_backup_script/pre-execution-event.json
@@ -0,0 +1,11 @@
+{
+    "input": [
+      {
+        "ALIGN": "False",
+        "KIR": "False",
+        "LIMIT": "1000",
+        "MEM_PROFILE": "False",
+        "RELEASES": "3520"
+      }
+    ]
+  }
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/invoke_backup_script/requirements.txt b/gfe-db/pipeline/functions/invoke_backup_script/requirements.txt
new file mode 100644
index 00000000..e69de29b
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 79ddfefd..7d19279c 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -241,8 +241,7 @@ Resources:
             --==MYBOUNDARY==
       TagSpecifications:
         - ResourceType: launch-template
-          # TODO remove
-      Tags: 
+          Tags: 
             - Key: Name
               Value: 'gfe-db-build-worker'
 
@@ -378,6 +377,39 @@ Resources:
         - Name: FunctionName
           Value: !Ref InvokePipelineFunctionName
 
+  InvokeBackupScriptFunction:
+    Type: AWS::Serverless::Function
+    Properties:
+      Description: !Sub "Invoke backup for Neo4j for ${AppName}"
+      CodeUri: functions/invoke_backup_script/
+      Handler: app.lambda_handler
+      Runtime: python3.10
+      MemorySize: 128
+      Timeout: 60
+      Architectures:
+        - x86_64
+      Environment:
+        Variables:
+          STAGE: !Ref Stage
+          APP_NAME: !Ref AppName
+      Policies:
+        - AWSLambdaBasicExecutionRole
+        - Version: "2012-10-17"
+          Statement:
+            - Effect: "Allow"
+              Action: 
+                - "ssm:SendCommand"
+                - "ssm:GetDocument"
+              Resource:
+                - !Sub 'arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:document/${Stage}-${AppName}-database-Neo4jBackupDocument*'
+                - !Sub 'arn:${AWS::Partition}:ec2:${AWS::Region}:${AWS::AccountId}:instance/*'
+            - Effect: "Allow"
+              Action: 
+                - "ssm:GetParameters"
+                - "ssm:GetParameter"
+              Resource: 
+                - "*"
+
   InvokeLoadScriptFunction:
     Type: AWS::Serverless::Function
     Properties:
@@ -442,10 +474,13 @@ Resources:
         BuildJobName: !Sub '${Stage}-${AppName}-build-job'
         BuildJobQueue: !Ref BuildJobQueue
         InvokeLoadScriptFunctionArn: !GetAtt InvokeLoadScriptFunction.Arn
+        InvokeBackupScriptFunctionArn: !GetAtt InvokeBackupScriptFunction.Arn
         LoadNeo4jActivityArn: !Ref LoadNeo4jActivity
       Policies:
         - LambdaInvokePolicy:
             FunctionName: !Ref InvokeLoadScriptFunction
+        - LambdaInvokePolicy:
+            FunctionName: !Ref InvokeBackupScriptFunction
         - Version: "2012-10-17"
           Statement:
             - Effect: "Allow"

From 45a65336aef46fa758bcd0b957b7083defadbacf Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 27 Jul 2023 16:44:08 -0700
Subject: [PATCH 112/367] add backup and validation states to pipeline

---
 .../functions/invoke_pipeline/src/app.py      | 16 +++--
 gfe-db/pipeline/jobs/build/run.sh             |  2 +-
 .../pipeline/statemachines/pipeline.asl.json  | 67 +++++++++++--------
 3 files changed, 53 insertions(+), 32 deletions(-)

diff --git a/gfe-db/pipeline/functions/invoke_pipeline/src/app.py b/gfe-db/pipeline/functions/invoke_pipeline/src/app.py
index 6f3c0590..afce7d9a 100644
--- a/gfe-db/pipeline/functions/invoke_pipeline/src/app.py
+++ b/gfe-db/pipeline/functions/invoke_pipeline/src/app.py
@@ -44,19 +44,27 @@ def lambda_handler(event, context):
         new_releases, params = parse_state(branches_state_path, pipeline_params_path)
     
     if new_releases:
-        state_machine_input = []
+        execution_input = []
 
         for release in new_releases:
             params_input = copy.deepcopy(params)
             params_input["releases"] = release
             params_input = {k.upper():v for k,v in params_input.items()}
             logger.info(f'Running pipeline with these parameters:\n{json.dumps(params_input)}')            
-            state_machine_input.append(params_input)
+            execution_input.append(params_input)
+
+        payload = {
+            "input": execution_input,
+            # "error_status": {
+            #     "build": False,
+            #     "load": False
+            # },
+        }
 
         # TODO: include release number in execution identifier
         response = sfn.start_execution(
             stateMachineArn=UPDATE_PIPELINE_STATE_MACHINE_ARN,
-            input=json.dumps(state_machine_input))
+            input=json.dumps(payload))
 
         # Update the config file
         write_config(branches_state_path)
@@ -65,7 +73,7 @@ def lambda_handler(event, context):
             # TODO: add timestamp
             "status": response['ResponseMetadata']['HTTPStatusCode'],
             "message": "Pipeline triggered",
-            "input": state_machine_input
+            "payload": payload
         }
 
     else:
diff --git a/gfe-db/pipeline/jobs/build/run.sh b/gfe-db/pipeline/jobs/build/run.sh
index 072c702f..eff167fc 100755
--- a/gfe-db/pipeline/jobs/build/run.sh
+++ b/gfe-db/pipeline/jobs/build/run.sh
@@ -92,7 +92,7 @@ fi
 
 # Build csv files
 RELEASES=$(echo "${RELEASES}" | sed s'/"//'g | sed s'/,/ /g')
-
+# exit 1 # TODO test state machine error handling
 for release in ${RELEASES}; do
 
 	release=$(echo "$release" | sed s'/,//g')
diff --git a/gfe-db/pipeline/statemachines/pipeline.asl.json b/gfe-db/pipeline/statemachines/pipeline.asl.json
index e9644b4c..4e94a487 100644
--- a/gfe-db/pipeline/statemachines/pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/pipeline.asl.json
@@ -1,10 +1,17 @@
 {
-    "StartAt": "Build Stage",
+    "StartAt": "Pre-Execution Backup",
     "States": {
+        "Pre-Execution Backup": {
+            "Type": "Task",
+            "Resource": "${InvokeBackupScriptFunctionArn}",
+            "Next": "Build Stage"
+        },
         "Build Stage": {
             "Type": "Map",
-            "Next": "Load Stage",
+            "Next": "Validate Build",
             "MaxConcurrency": 0,
+            "ItemsPath": "$.input",
+            "ResultPath": "$.input",
             "Iterator": {
                 "StartAt": "Generate CSV files",
                 "States": {
@@ -12,13 +19,13 @@
                         "Type": "Task",
                         "Resource": "arn:aws:states:::batch:submitJob.sync",
                         "ResultPath": null,
-                        "Next": "Build Success",
+                        "End": true,
                         "Catch": [
                             {
                                 "ErrorEquals": [
                                     "States.ALL"
                                 ],
-                                "Next": "Build Error"
+                                "Next": "Fail Build"
                             }
                         ],
                         "Parameters": {
@@ -51,35 +58,31 @@
                             }
                         }
                     },
-                    "Build Error": {
-                        "Type": "Pass",
-                        "End": true
-                    },
-                    "Build Success": {
+                    "Fail Build": {
                         "Type": "Pass",
+                        "ResultPath": null,
                         "End": true
                     }
                 }
             }
         },
+        "Validate Build": {
+            "Type": "Pass",
+            "ResultPath": null,
+            "Next": "Load Stage"
+        },
         "Load Stage": {
             "Type": "Map",
-            "End": true,
+            "Next": "Post-Execution Backup",
             "MaxConcurrency": 1,
+            "ItemsPath": "$.input",
+            "ResultPath": "$.input",
             "Iterator": {
                 "StartAt": "Load Data",
                 "States": {
                     "Load Data": {
                         "Type": "Parallel",
-                        "Next": "Load Success",
-                        "Catch": [
-                            {
-                                "ErrorEquals": [
-                                    "States.ALL"
-                                ],
-                                "Next": "Load Error"
-                            }
-                        ],
+                        "End": true,
                         "Branches": [
                             {
                                 "StartAt": "Invoke Load Script",
@@ -98,22 +101,32 @@
                                         "Type": "Task",
                                         "Resource": "${LoadNeo4jActivityArn}",
                                         "HeartbeatSeconds": 60,
+                                        "End": true,
+                                        "Catch": [
+                                            {
+                                                "ErrorEquals": [
+                                                    "States.ALL"
+                                                ],
+                                                "Next": "Fail Load"
+                                            }
+                                        ]
+                                    },
+                                    "Fail Load": {
+                                        "Type": "Pass",
+                                        "ResultPath": null,
                                         "End": true
                                     }
                                 }
                             }
                         ]
-                    },
-                    "Load Error": {
-                        "Type": "Pass",
-                        "End": true
-                    },
-                    "Load Success": {
-                        "Type": "Pass",
-                        "End": true
                     }
                 }
             }
+        },
+        "Post-Execution Backup": {
+            "Type": "Pass",
+            "ResultPath": null,
+            "End": true
         }
     }
 }
\ No newline at end of file

From 16b8d082361caffbeb7145d76cb05e94914624ba Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 28 Jul 2023 12:54:06 -0700
Subject: [PATCH 113/367] fix state machine outputs

---
 .../functions/invoke_backup_script/app.py       | 12 +++++-------
 .../post-execution-event.json                   | 17 +++++++++++++++++
 .../functions/invoke_load_script/app.py         |  8 ++++++--
 gfe-db/pipeline/statemachines/pipeline.asl.json |  3 +++
 4 files changed, 31 insertions(+), 9 deletions(-)
 create mode 100644 gfe-db/pipeline/functions/invoke_backup_script/post-execution-event.json

diff --git a/gfe-db/pipeline/functions/invoke_backup_script/app.py b/gfe-db/pipeline/functions/invoke_backup_script/app.py
index 687883a3..e439726a 100644
--- a/gfe-db/pipeline/functions/invoke_backup_script/app.py
+++ b/gfe-db/pipeline/functions/invoke_backup_script/app.py
@@ -13,20 +13,14 @@
 session = boto3.Session(region_name=AWS_REGION)
 ssm = session.client('ssm')
 
-# neo4j_backup_document_name = os.environ["NEO4J_BACKUP_DOCUMENT_NAME"]
-# '/${AppName}/${Stage}/${AWS::Region}/Neo4jBackupDocumentName
 neo4j_backup_document_name = ssm.get_parameter(
     Name=f'/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jBackupDocumentName'
 )["Parameter"]["Value"]
 
-# \!Sub '/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseInstanceId'
 neo4j_database_instance_id = ssm.get_parameter(
     Name=f'/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jDatabaseInstanceId'
 )["Parameter"]["Value"]
 
-# Get SSM Document Neo4jLoadQuery
-response = ssm.get_document(Name=neo4j_backup_document_name)
-
 def lambda_handler(event, context):
 
     # TODO check if backup is pre or post execution using Parameters field in state machine
@@ -48,6 +42,9 @@ def lambda_handler(event, context):
             raise Exception("Failed to send command")
         else:
             logger.info(f"Neo4j backup invoked on instance {neo4j_database_instance_id}")
+
+            # TODO poll SSM until command is complete
+            # try: poll; except Failed Command: raise Exception
     
     except Exception as err:
         logger.error(err)
@@ -84,7 +81,8 @@ def default(self, obj):
 if __name__ == "__main__":
     from pathlib import Path
 
-    event_path = Path(__file__).parent / "pre-execution-event.json"
+    # event_path = Path(__file__).parent / "pre-execution-event.json"
+    event_path = Path(__file__).parent / "post-execution-event.json"
 
     with open(event_path, "r") as file:
         event = json.load(file)
diff --git a/gfe-db/pipeline/functions/invoke_backup_script/post-execution-event.json b/gfe-db/pipeline/functions/invoke_backup_script/post-execution-event.json
new file mode 100644
index 00000000..ba92d2c9
--- /dev/null
+++ b/gfe-db/pipeline/functions/invoke_backup_script/post-execution-event.json
@@ -0,0 +1,17 @@
+{
+    "input": [
+      {
+        "ALIGN": "False",
+        "KIR": "False",
+        "LIMIT": "1000",
+        "MEM_PROFILE": "False",
+        "RELEASES": "3480"
+      }
+    ],
+    "backups": {
+      "pre": {
+        "DocumentName": "dev-gfe-db-database-Neo4jBackupDocument-nAqIhQzAdtbD",
+        "CommandId": "fe7397bf-2d5e-4299-a9ad-b974bd597e48"
+      }
+    }
+  }
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/invoke_load_script/app.py b/gfe-db/pipeline/functions/invoke_load_script/app.py
index a3e92beb..8c3ec7ef 100644
--- a/gfe-db/pipeline/functions/invoke_load_script/app.py
+++ b/gfe-db/pipeline/functions/invoke_load_script/app.py
@@ -72,15 +72,19 @@ def lambda_handler(event, context):
 
         if response['ResponseMetadata']['HTTPStatusCode'] != 200:
             logger.error(json.dumps(response, cls=DatetimeEncoder))
+            message = f"Failed to send command `{cmd}` to instance {neo4j_database_instance_id}"
             raise Exception("Failed to send command")
         else:
-            logger.info(f"Command `{cmd}` invoked on instance {neo4j_database_instance_id}")
+            message = f"Command `{cmd}` invoked on instance {neo4j_database_instance_id}"
+            logger.info(message)
     
     except Exception as err:
         logger.error(err)
         raise err
 
-    return
+    return {
+        "message": message
+    }
 
 
 # Needed to serialize datetime objects in JSON responses
diff --git a/gfe-db/pipeline/statemachines/pipeline.asl.json b/gfe-db/pipeline/statemachines/pipeline.asl.json
index 4e94a487..77c10095 100644
--- a/gfe-db/pipeline/statemachines/pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/pipeline.asl.json
@@ -82,6 +82,7 @@
                 "States": {
                     "Load Data": {
                         "Type": "Parallel",
+                        "ResultPath": null,
                         "End": true,
                         "Branches": [
                             {
@@ -90,6 +91,7 @@
                                     "Invoke Load Script": {
                                         "Type": "Task",
                                         "Resource": "${InvokeLoadScriptFunctionArn}",
+                                        "ResultPath": null,
                                         "End": true
                                     }
                                 }
@@ -101,6 +103,7 @@
                                         "Type": "Task",
                                         "Resource": "${LoadNeo4jActivityArn}",
                                         "HeartbeatSeconds": 60,
+                                        "ResultPath": null,
                                         "End": true,
                                         "Catch": [
                                             {

From b9c63ea6115263ede1ff02bafb8981708f054796 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 28 Jul 2023 17:39:43 -0700
Subject: [PATCH 114/367] validate build output

---
 .../functions/validate_build_output/app.py    | 196 ++++++++++++++++++
 .../validate_build_output/event.json          |  58 ++++++
 .../validate_build_output/requirements.txt    |   2 +
 .../pipeline/statemachines/pipeline.asl.json  |   9 +-
 gfe-db/pipeline/template.yaml                 |  39 ++++
 5 files changed, 302 insertions(+), 2 deletions(-)
 create mode 100644 gfe-db/pipeline/functions/validate_build_output/app.py
 create mode 100644 gfe-db/pipeline/functions/validate_build_output/event.json
 create mode 100644 gfe-db/pipeline/functions/validate_build_output/requirements.txt

diff --git a/gfe-db/pipeline/functions/validate_build_output/app.py b/gfe-db/pipeline/functions/validate_build_output/app.py
new file mode 100644
index 00000000..44cb429f
--- /dev/null
+++ b/gfe-db/pipeline/functions/validate_build_output/app.py
@@ -0,0 +1,196 @@
+import os
+import logging
+from datetime import datetime
+from dateutil import tz
+import re
+import json
+import s3fs
+import boto3
+import polars as pl
+
+logger = logging.getLogger()
+logger.setLevel(logging.INFO)
+
+STAGE = os.environ["STAGE"]
+APP_NAME = os.environ["APP_NAME"]
+AWS_REGION = os.environ["AWS_REGION"]
+
+fs = s3fs.S3FileSystem()
+
+session = boto3.Session(region_name=AWS_REGION)
+ssm = session.client("ssm")
+s3 = session.client("s3")
+
+# get data bucket name
+data_bucket_name = ssm.get_parameter(
+    Name=f"/{APP_NAME}/{STAGE}/{AWS_REGION}/DataBucketName"
+)["Parameter"]["Value"]
+
+def lambda_handler(event, context):
+
+    logger.info(json.dumps(event))
+    execution_start_time = datetime.strptime(event['execution_context']['Execution']['StartTime'], '%Y-%m-%dT%H:%M:%S.%fZ').replace(tzinfo=tz.tzutc())
+
+    # TODO get the expected input from execution context and validate against this
+    # TODO Remove this and use the output of validation against the expected input
+    # Remove failed executions
+    parsed_inputs = get_successful_inputs(event['build_output']['input'])
+    if not parsed_inputs:
+        raise Exception("No inputs found")
+
+    releases = [ item['RELEASES'] for item in parsed_inputs ]
+    errors = []
+    reports = []
+    for release in releases:
+        
+        # build path to CSV directory
+        csv_dir = f"data/{release}/csv"
+
+        # get list of CSV files in directory
+        csv_file_objs = list_s3_objects(data_bucket_name, csv_dir)
+
+        # validate all files were created after the execution start time
+        num_errors = 0
+        for key, obj in csv_file_objs.items():
+
+            obj['data'] = pl.read_csv(f"s3://{data_bucket_name}/{csv_dir}/{key}", infer_schema_length=0)
+            obj["details"] = {}
+
+            # Validate the timestamp is after the execution start time
+            obj["details"]["is_valid_timestamp"] = obj['created_utc'] > execution_start_time
+            if not obj["details"]["is_valid_timestamp"]:
+                error_msg = f"CSV file timestamp ({str(obj['created_utc'])}) preceeds execution start time ({execution_start_time}): {key}"
+                logger.error(error_msg)
+                errors.append(error_msg)
+                num_errors += 1
+
+            # Validate the file name is correct
+            obj["details"]["is_valid_csv_filename"] = is_valid_csv_filename(key, release)
+            if not obj["details"]["is_valid_csv_filename"]:
+                error_msg = f"CSV file name is incorrect: {key}"
+                logger.error(error_msg)
+                errors.append(error_msg)
+                num_errors += 1
+
+            # # Validate the headers are correct
+            obj["details"]["is_valid_csv_headers"] = set(obj['data'].columns) == set(csv_headers[key.split('.')[0]])
+            if not obj["details"]["is_valid_csv_headers"]:
+                error_msg = f"CSV file headers are incorrect: {key}"
+                logger.error(error_msg)
+                errors.append(error_msg)
+                num_errors += 1
+
+            # # Validate rows are present
+            obj["details"]["is_valid_csv_rows"] = obj['data'].shape[0] > 0
+            if not obj["details"]["is_valid_csv_rows"]:
+                error_msg = f"CSV file has no rows: {key}"
+                logger.error(error_msg)
+                errors.append(error_msg)
+                num_errors += 1
+
+            # TODO get the expected total number of rows from hla.dat and validate the row count against that
+            # # Validate expected number of rows
+
+            # TODO Validate the data types of each column
+            # # Validate data types
+
+            report = {
+                "num_errors": num_errors,
+                "file_path": f"s3://{data_bucket_name}/{csv_dir}/{key}",
+                "schema": key.split('.')[0],
+                "cols": obj['data'].columns,
+                "num_rows": len(obj['data']),
+                **{k: v.strftime('%Y-%m-%dT%H:%M:%S.%f')[:-3]+"Z" if isinstance(v, datetime) else v for k, v in obj.items() if k != 'data'}
+            }
+            reports.append(report)
+    
+    logger.info(json.dumps(reports))
+    if errors:
+        logger.error(json.dumps(errors))
+        raise Exception(f'Validation failed:\n{json.dumps(errors, indent=2)}')
+
+    return {
+        "input": parsed_inputs,
+        "reports": reports,
+    }
+
+# TODO implement Pydantic classes for each CSV schema
+# Schema map
+csv_headers = {
+    "all_cds": ["gfe_name", "bp_seq_id", "bp_sequence", "aa_seq_id", "aa_sequence"],
+    "all_features": [
+        "accession",
+        "hash_code",
+        "locus",
+        "rank",
+        "sequence",
+        "term",
+        "gfe_name",
+        "allele_id",
+        "hla_name",
+        "imgt_release",
+    ],
+    "all_groups": [
+        "gfe_name",
+        "allele_id",
+        "hla_name",
+        "ard_id",
+        "ard_name",
+        "locus",
+        "imgt_release",
+    ],
+    "gfe_sequences": [
+        "gfe_name",
+        "acc_name",
+        "locus",
+        "hla_name",
+        "seq_id",
+        "sequence",
+        "length",
+        "imgt_release",
+    ],
+}
+
+
+def is_valid_csv_filename(key, release):
+    return re.match(re.compile(f'^{key.split("/")[-1].split(".")[0]}.{release}.csv$'), key.split("/")[-1]) is not None
+
+
+def get_successful_inputs(event_input):
+    return [ item for item in event_input if "Error" not in item.keys() ]
+
+
+def list_s3_objects(bucket_name: str, prefix: str) -> list:
+    
+    # list objects in bucket
+    objs = s3.list_objects_v2(
+            Bucket=bucket_name,
+            Prefix=prefix,
+    )['Contents']
+    return { obj['Key'].split('/')[-1]: {"created_utc": obj['LastModified']} for obj in objs }
+
+# Needed to serialize datetime objects in JSON responses
+class DatetimeEncoder(json.JSONEncoder):
+    """
+    Helps convert datetime objects to pure strings in AWS service API responses. Does not
+    convert timezone information.
+
+    Extend `json.JSONEncoder`. 
+    """
+
+    def default(self, obj):
+        try:
+            return super().default(obj)
+        except TypeError:
+            return str(obj)
+
+
+if __name__ == "__main__":
+    from pathlib import Path
+
+    event_path = Path(__file__).parent / "event.json"
+
+    with open(event_path, "r") as file:
+        event = json.load(file)
+
+    lambda_handler(event,"")
diff --git a/gfe-db/pipeline/functions/validate_build_output/event.json b/gfe-db/pipeline/functions/validate_build_output/event.json
new file mode 100644
index 00000000..8c797b1a
--- /dev/null
+++ b/gfe-db/pipeline/functions/validate_build_output/event.json
@@ -0,0 +1,58 @@
+{
+    "execution_context": {
+      "Execution": {
+        "Id": "arn:aws:states:us-east-1:810526023897:execution:UpdatePipelineStateMachine-cZyA03LshQeo:5763cf8a-ea0f-4f24-8500-d835d4005d24",
+        "Input": {
+          "input": [
+            {
+              "ALIGN": "False",
+              "KIR": "False",
+              "LIMIT": "1000",
+              "MEM_PROFILE": "False",
+              "RELEASES": "3460"
+            },
+            {
+              "ALIGN": "False",
+              "KIR": "False",
+              "LIMIT": "1000",
+              "MEM_PROFILE": "False",
+              "RELEASES": "3234"
+            }
+          ]
+        },
+        "StartTime": "2023-07-28T21:21:34.779Z",
+        "Name": "5763cf8a-ea0f-4f24-8500-d835d4005d24",
+        "RoleArn": "arn:aws:iam::810526023897:role/dev-gfe-db-pipeline-UpdatePipelineStateMachineRole-545MF0IUYA11"
+      },
+      "StateMachine": {
+        "Id": "arn:aws:states:us-east-1:810526023897:stateMachine:UpdatePipelineStateMachine-cZyA03LshQeo",
+        "Name": "UpdatePipelineStateMachine-cZyA03LshQeo"
+      },
+      "State": {
+        "Name": "Validate Build",
+        "EnteredTime": "2023-07-28T21:24:08.983Z",
+        "RetryCount": 0
+      }
+    },
+    "build_output": {
+      "input": [
+        {
+          "ALIGN": "False",
+          "KIR": "False",
+          "LIMIT": "1000",
+          "MEM_PROFILE": "False",
+          "RELEASES": "3460"
+        },
+        {
+          "Error": "States.TaskFailed",
+          "Cause": "{\"Attempts\":[{\"Container\":{\"ContainerInstanceArn\":\"arn:aws:ecs:us-east-1:810526023897:container-instance/BuildComputeEnvironment-FFdY50Fsdc5qWZMA_Batch_596273aa-0caa-3f6f-803f-62b9b7e8d6af/93e3f7c9c71e4d3f885da937d3cf061a\",\"ExitCode\":1,\"LogStreamName\":\"dev-gfe-db-BuildJobDefinition/default/19fe555c75d24887afb06eb4594758f2\",\"NetworkInterfaces\":[],\"TaskArn\":\"arn:aws:ecs:us-east-1:810526023897:task/BuildComputeEnvironment-FFdY50Fsdc5qWZMA_Batch_596273aa-0caa-3f6f-803f-62b9b7e8d6af/19fe555c75d24887afb06eb4594758f2\"},\"StartedAt\":1690579411521,\"StatusReason\":\"Essential container in task exited\",\"StoppedAt\":1690579412165}],\"Container\":{\"Command\":[\"bash\",\"run.sh\"],\"ContainerInstanceArn\":\"arn:aws:ecs:us-east-1:810526023897:container-instance/BuildComputeEnvironment-FFdY50Fsdc5qWZMA_Batch_596273aa-0caa-3f6f-803f-62b9b7e8d6af/93e3f7c9c71e4d3f885da937d3cf061a\",\"Environment\":[{\"Name\":\"GFE_BUCKET\",\"Value\":\"dev-gfe-db-810526023897-us-east-1\"},{\"Name\":\"FAILED_ALLELES_QUEUE\",\"Value\":\"https://sqs.us-east-1.amazonaws.com/810526023897/dev-gfe-db-pipeline-FailedAllelesQueue-csd4ychDoZCg\"},{\"Name\":\"AWS_REGION\",\"Value\":\"us-east-1\"},{\"Name\":\"ALIGN\",\"Value\":\"False\"},{\"Name\":\"RELEASES\",\"Value\":\"3234\"},{\"Name\":\"KIR\",\"Value\":\"False\"},{\"Name\":\"LIMIT\",\"Value\":\"1000\"},{\"Name\":\"MANAGED_BY_AWS\",\"Value\":\"STARTED_BY_STEP_FUNCTIONS\"},{\"Name\":\"MEM_PROFILE\",\"Value\":\"False\"}],\"ExitCode\":1,\"Image\":\"810526023897.dkr.ecr.us-east-1.amazonaws.com/dev-gfe-db-build-service:latest\",\"LogStreamName\":\"dev-gfe-db-BuildJobDefinition/default/19fe555c75d24887afb06eb4594758f2\",\"Memory\":8000,\"MountPoints\":[],\"NetworkInterfaces\":[],\"ResourceRequirements\":[],\"Secrets\":[],\"TaskArn\":\"arn:aws:ecs:us-east-1:810526023897:task/BuildComputeEnvironment-FFdY50Fsdc5qWZMA_Batch_596273aa-0caa-3f6f-803f-62b9b7e8d6af/19fe555c75d24887afb06eb4594758f2\",\"Ulimits\":[],\"Vcpus\":8,\"Volumes\":[]},\"CreatedAt\":1690579296317,\"DependsOn\":[],\"EksAttempts\":[],\"JobArn\":\"arn:aws:batch:us-east-1:810526023897:job/244c2e3b-36b4-4d06-a778-f5c271d93a10\",\"JobDefinition\":\"arn:aws:batch:us-east-1:810526023897:job-definition/dev-gfe-db-BuildJobDefinition:10\",\"JobId\":\"244c2e3b-36b4-4d06-a778-f5c271d93a10\",\"JobName\":\"dev-gfe-db-build-job\",\"JobQueue\":\"arn:aws:batch:us-east-1:810526023897:job-queue/dev-gfe-db-BuildJobQueue\",\"Parameters\":{},\"PlatformCapabilities\":[],\"PropagateTags\":false,\"RetryStrategy\":{\"Attempts\":1,\"EvaluateOnExit\":[]},\"StartedAt\":1690579411521,\"Status\":\"FAILED\",\"StatusReason\":\"Essential container in task exited\",\"StoppedAt\":1690579412165,\"Tags\":{}}"
+        }
+      ],
+      "backups": {
+        "pre": {
+          "DocumentName": "dev-gfe-db-database-Neo4jBackupDocument-nAqIhQzAdtbD",
+          "CommandId": "6be0c0cb-82a7-4e9f-9fce-d37b3c47279f"
+        }
+      }
+    }
+  }
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/validate_build_output/requirements.txt b/gfe-db/pipeline/functions/validate_build_output/requirements.txt
new file mode 100644
index 00000000..156e694f
--- /dev/null
+++ b/gfe-db/pipeline/functions/validate_build_output/requirements.txt
@@ -0,0 +1,2 @@
+polars==0.18.3
+s3fs==2023.6.0
\ No newline at end of file
diff --git a/gfe-db/pipeline/statemachines/pipeline.asl.json b/gfe-db/pipeline/statemachines/pipeline.asl.json
index 77c10095..53b8e488 100644
--- a/gfe-db/pipeline/statemachines/pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/pipeline.asl.json
@@ -67,8 +67,13 @@
             }
         },
         "Validate Build": {
-            "Type": "Pass",
-            "ResultPath": null,
+            "Type": "Task",
+            "Resource": "${ValidateBuildOutputFunctionArn}",
+            "Parameters": {
+                "execution_context.$": "$$",
+                "build_output.$": "$"
+            },
+            "ResultPath": "$.build_validation",
             "Next": "Load Stage"
         },
         "Load Stage": {
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 7d19279c..82ed4ef6 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -464,6 +464,42 @@ Resources:
         - Name: FunctionName
           Value: !Ref InvokeLoadScriptFunctionName
 
+  ValidateBuildOutputFunction:
+    Type: AWS::Serverless::Function
+    Properties:
+      Description: !Sub "Validate build output for ${AppName}"
+      CodeUri: functions/validate_build_output/
+      Handler: app.lambda_handler
+      Runtime: python3.10
+      MemorySize: 256
+      Timeout: 60
+      Architectures:
+        - x86_64
+      Environment:
+        Variables:
+          STAGE: !Ref Stage
+          APP_NAME: !Ref AppName
+      Policies:
+        - AWSLambdaBasicExecutionRole
+        - Version: "2012-10-17"
+          Statement:
+            - Effect: "Allow"
+              Action: 
+                - "ssm:GetParameters"
+                - "ssm:GetParameter"
+              Resource: 
+                - !Sub 'arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*'
+        - Version: "2012-10-17"
+          Statement:
+            - Effect: "Allow"
+              Action: 
+                - "s3:GetObject"
+                - "s3:ListBucket"
+                - "s3:ListObjects"
+              Resource: 
+                - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}'
+                - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}/*'
+
   UpdatePipelineStateMachine:
     Type: AWS::Serverless::StateMachine
     Properties:
@@ -473,6 +509,7 @@ Resources:
         BuildJobDefinition: !Ref BuildJobDefinition
         BuildJobName: !Sub '${Stage}-${AppName}-build-job'
         BuildJobQueue: !Ref BuildJobQueue
+        ValidateBuildOutputFunctionArn: !GetAtt ValidateBuildOutputFunction.Arn
         InvokeLoadScriptFunctionArn: !GetAtt InvokeLoadScriptFunction.Arn
         InvokeBackupScriptFunctionArn: !GetAtt InvokeBackupScriptFunction.Arn
         LoadNeo4jActivityArn: !Ref LoadNeo4jActivity
@@ -481,6 +518,8 @@ Resources:
             FunctionName: !Ref InvokeLoadScriptFunction
         - LambdaInvokePolicy:
             FunctionName: !Ref InvokeBackupScriptFunction
+        - LambdaInvokePolicy:
+            FunctionName: !Ref ValidateBuildOutputFunction
         - Version: "2012-10-17"
           Statement:
             - Effect: "Allow"

From 459e022f52da2cb1760e64fb51643779819d90b9 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 29 Jul 2023 15:18:48 -0700
Subject: [PATCH 115/367] indicate valid csv and release builds and evaluate
 before load

---
 .../functions/validate_build_output/app.py    | 128 ++++++++++++------
 .../pipeline/statemachines/pipeline.asl.json  |  26 +++-
 2 files changed, 107 insertions(+), 47 deletions(-)

diff --git a/gfe-db/pipeline/functions/validate_build_output/app.py b/gfe-db/pipeline/functions/validate_build_output/app.py
index 44cb429f..9141ecde 100644
--- a/gfe-db/pipeline/functions/validate_build_output/app.py
+++ b/gfe-db/pipeline/functions/validate_build_output/app.py
@@ -27,94 +27,144 @@
 )["Parameter"]["Value"]
 
 def lambda_handler(event, context):
+    """Validates the build output artifacts against the original execution input object."""
 
     logger.info(json.dumps(event))
     execution_start_time = datetime.strptime(event['execution_context']['Execution']['StartTime'], '%Y-%m-%dT%H:%M:%S.%fZ').replace(tzinfo=tz.tzutc())
 
     # TODO get the expected input from execution context and validate against this
     # TODO Remove this and use the output of validation against the expected input
-    # Remove failed executions
-    parsed_inputs = get_successful_inputs(event['build_output']['input'])
-    if not parsed_inputs:
-        raise Exception("No inputs found")
+    # # In other words, the validation shoudl be "blind" to what the build output is, it should only
+    # # tells us how it's different from the expected. Therefore the expected output is constructed from $$.Execution.Input
 
-    releases = [ item['RELEASES'] for item in parsed_inputs ]
-    errors = []
+    # expected input is the execution input
+    execution_input = event['execution_context']['Execution']['Input']['input']
+
+    releases = list(set([ item['RELEASES'] for item in execution_input ]))
+
+    # reports for all release builds
     reports = []
+
+    # errors for all release builds used only for logging, not used for validation logic
+    errors = []
     for release in releases:
-        
+
+        release_report = {
+            "release": release,
+            "details": [],
+            "errors": []
+        }
+
+        # TODO hard-coded S3 paths should be replaced with SSM parameters at some point
         # build path to CSV directory
         csv_dir = f"data/{release}/csv"
+        
+        # expected artifacts from state machine input
+        release_report["expected_artifacts"] = [ f"{key}.{release}.csv" for key in csv_headers.keys() ]
 
-        # get list of CSV files in directory
-        csv_file_objs = list_s3_objects(data_bucket_name, csv_dir)
+        # Validate that the S3 prefix exists and has data
+        try:
+            csv_file_objs = list_s3_objects(data_bucket_name, csv_dir)
+        except KeyError:
+            error_msg = f"CSV directory does not exist: {csv_dir}"
+            logger.error(error_msg)
+            release_report["errors"].append(error_msg)
+            release_report["is_valid_build"] = False
+            reports.append(release_report)
+            errors.append(error_msg)
+            continue
+
+        # Validate that all expected files are present
+        if set(csv_file_objs.keys()) != set(release_report["expected_artifacts"]):
+            error_msg = f"CSV files do not match expected artifacts: {csv_dir}"
+            logger.error(error_msg)
+            release_report["errors"].append(error_msg)
+            release_report["is_valid_build"] = False
+            reports.append(release_report)
+            errors.append(error_msg)
+            continue
 
-        # validate all files were created after the execution start time
-        num_errors = 0
         for key, obj in csv_file_objs.items():
+            obj_errors = []
 
             obj['data'] = pl.read_csv(f"s3://{data_bucket_name}/{csv_dir}/{key}", infer_schema_length=0)
             obj["details"] = {}
 
-            # Validate the timestamp is after the execution start time
-            obj["details"]["is_valid_timestamp"] = obj['created_utc'] > execution_start_time
-            if not obj["details"]["is_valid_timestamp"]:
+            # Validate the file's timestamp is after the execution start time
+            obj["details"]["is_valid_csv_timestamp"] = obj['created_utc'] > execution_start_time
+            if not obj["details"]["is_valid_csv_timestamp"]:
                 error_msg = f"CSV file timestamp ({str(obj['created_utc'])}) preceeds execution start time ({execution_start_time}): {key}"
                 logger.error(error_msg)
-                errors.append(error_msg)
-                num_errors += 1
+                obj_errors.append(error_msg)
 
             # Validate the file name is correct
             obj["details"]["is_valid_csv_filename"] = is_valid_csv_filename(key, release)
             if not obj["details"]["is_valid_csv_filename"]:
                 error_msg = f"CSV file name is incorrect: {key}"
                 logger.error(error_msg)
-                errors.append(error_msg)
-                num_errors += 1
+                obj_errors.append(error_msg)
 
-            # # Validate the headers are correct
+            # Validate the headers are correct
             obj["details"]["is_valid_csv_headers"] = set(obj['data'].columns) == set(csv_headers[key.split('.')[0]])
             if not obj["details"]["is_valid_csv_headers"]:
-                error_msg = f"CSV file headers are incorrect: {key}"
+                error_msg = f"CSV file headers are incorrect: {key}\n\tExpected: {csv_headers[key.split('.')[0]]}\n\tActual: {obj['data'].columns}"
                 logger.error(error_msg)
-                errors.append(error_msg)
-                num_errors += 1
+                obj_errors.append(error_msg)
 
-            # # Validate rows are present
+            # Validate rows are present
             obj["details"]["is_valid_csv_rows"] = obj['data'].shape[0] > 0
             if not obj["details"]["is_valid_csv_rows"]:
                 error_msg = f"CSV file has no rows: {key}"
                 logger.error(error_msg)
-                errors.append(error_msg)
-                num_errors += 1
+                obj_errors.append(error_msg)
 
             # TODO get the expected total number of rows from hla.dat and validate the row count against that
-            # # Validate expected number of rows
+            # # # Validate expected number of rows and replace is_valid_csv_rows
+            # obj["details"]["is_valid_csv_num_rows"] = None
 
             # TODO Validate the data types of each column
-            # # Validate data types
+            # # # Validate data types
+            # obj["details"]["is_valid_csv_data_types"] = None
 
-            report = {
-                "num_errors": num_errors,
-                "file_path": f"s3://{data_bucket_name}/{csv_dir}/{key}",
+            obj_report = {
                 "schema": key.split('.')[0],
+                "release": release,
+                "file_path": f"s3://{data_bucket_name}/{csv_dir}/{key}",
                 "cols": obj['data'].columns,
                 "num_rows": len(obj['data']),
-                **{k: v.strftime('%Y-%m-%dT%H:%M:%S.%f')[:-3]+"Z" if isinstance(v, datetime) else v for k, v in obj.items() if k != 'data'}
+                **{k: v.strftime('%Y-%m-%dT%H:%M:%S.%f')[:-3]+"Z" if isinstance(v, datetime) else v for k, v in obj.items() if k != 'data'},
+                "num_errors": len(obj_errors),
+                "is_valid_csv": all(obj["details"].values()),
             }
-            reports.append(report)
+            if obj_errors:
+                obj_report["errors"] = obj_errors
+                obj_report["num_errors"] = len(obj_errors)
+                errors.extend(obj_errors)
+
+            release_report["details"].append(obj_report)
+            if obj_errors:
+                release_report["errors"].append(obj_errors)
     
+        release_report["is_valid_build"] = all([obj_report["is_valid_csv"] for obj_report in release_report["details"]])
+        reports.append(release_report)
+
     logger.info(json.dumps(reports))
     if errors:
-        logger.error(json.dumps(errors))
-        raise Exception(f'Validation failed:\n{json.dumps(errors, indent=2)}')
+        error_msg = f'Validation failed:\n{json.dumps(errors)}'
+        logger.error(error_msg)
+
+    ### Update output ###
+    valid_release_builds = [ release['release'] for release in reports if release['is_valid_build'] ]
+    payload = list(filter(lambda x: x["RELEASES"] in valid_release_builds, execution_input))
+
 
     return {
-        "input": parsed_inputs,
-        "reports": reports,
+        "validated": payload,
+        "build_details": reports,
+        "has_valid_payload": len(payload) > 0,
     }
 
-# TODO implement Pydantic classes for each CSV schema
+# TODO implement Pydantic classes for managing and validating CSV schemas
 # Schema map
 csv_headers = {
     "all_cds": ["gfe_name", "bp_seq_id", "bp_sequence", "aa_seq_id", "aa_sequence"],
@@ -156,10 +206,6 @@ def is_valid_csv_filename(key, release):
     return re.match(re.compile(f'^{key.split("/")[-1].split(".")[0]}.{release}.csv$'), key.split("/")[-1]) is not None
 
 
-def get_successful_inputs(event_input):
-    return [ item for item in event_input if "Error" not in item.keys() ]
-
-
 def list_s3_objects(bucket_name: str, prefix: str) -> list:
     
     # list objects in bucket
diff --git a/gfe-db/pipeline/statemachines/pipeline.asl.json b/gfe-db/pipeline/statemachines/pipeline.asl.json
index 53b8e488..f1571c5e 100644
--- a/gfe-db/pipeline/statemachines/pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/pipeline.asl.json
@@ -70,18 +70,32 @@
             "Type": "Task",
             "Resource": "${ValidateBuildOutputFunctionArn}",
             "Parameters": {
-                "execution_context.$": "$$",
-                "build_output.$": "$"
+                "execution_context.$": "$$"
             },
-            "ResultPath": "$.build_validation",
-            "Next": "Load Stage"
+            "Next": "Evaluate Payloads"
+        },
+        "Evaluate Payloads": {
+            "Type": "Choice",
+            "Choices": [
+                {
+                    "Variable": "$.has_valid_payload",
+                    "BooleanEquals": true,
+                    "Next": "Load Stage"
+                }
+            ],
+            "Default": "Execution Failed"
+        },
+        "Execution Failed": {
+            "Type": "Fail",
+            "Error": "ExecutionFailed",
+            "Cause": "No valid payloads were generated"
         },
         "Load Stage": {
             "Type": "Map",
             "Next": "Post-Execution Backup",
             "MaxConcurrency": 1,
-            "ItemsPath": "$.input",
-            "ResultPath": "$.input",
+            "ItemsPath": "$.validated",
+            "ResultPath": null,
             "Iterator": {
                 "StartAt": "Load Data",
                 "States": {

From db9a5cdacb9da802b6fd68e654068b038140eea2 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 30 Jul 2023 15:29:46 -0700
Subject: [PATCH 116/367] refactor InvokePipeline directory

---
 gfe-db/pipeline/functions/invoke_pipeline/{src => }/app.py      | 0
 .../pipeline/functions/invoke_pipeline/{events => }/event.json  | 0
 .../functions/invoke_pipeline/{src => }/requirements.txt        | 0
 .../functions/invoke_pipeline/{events => }/schedule-event.json  | 0
 gfe-db/pipeline/template.yaml                                   | 2 +-
 5 files changed, 1 insertion(+), 1 deletion(-)
 rename gfe-db/pipeline/functions/invoke_pipeline/{src => }/app.py (100%)
 rename gfe-db/pipeline/functions/invoke_pipeline/{events => }/event.json (100%)
 rename gfe-db/pipeline/functions/invoke_pipeline/{src => }/requirements.txt (100%)
 rename gfe-db/pipeline/functions/invoke_pipeline/{events => }/schedule-event.json (100%)

diff --git a/gfe-db/pipeline/functions/invoke_pipeline/src/app.py b/gfe-db/pipeline/functions/invoke_pipeline/app.py
similarity index 100%
rename from gfe-db/pipeline/functions/invoke_pipeline/src/app.py
rename to gfe-db/pipeline/functions/invoke_pipeline/app.py
diff --git a/gfe-db/pipeline/functions/invoke_pipeline/events/event.json b/gfe-db/pipeline/functions/invoke_pipeline/event.json
similarity index 100%
rename from gfe-db/pipeline/functions/invoke_pipeline/events/event.json
rename to gfe-db/pipeline/functions/invoke_pipeline/event.json
diff --git a/gfe-db/pipeline/functions/invoke_pipeline/src/requirements.txt b/gfe-db/pipeline/functions/invoke_pipeline/requirements.txt
similarity index 100%
rename from gfe-db/pipeline/functions/invoke_pipeline/src/requirements.txt
rename to gfe-db/pipeline/functions/invoke_pipeline/requirements.txt
diff --git a/gfe-db/pipeline/functions/invoke_pipeline/events/schedule-event.json b/gfe-db/pipeline/functions/invoke_pipeline/schedule-event.json
similarity index 100%
rename from gfe-db/pipeline/functions/invoke_pipeline/events/schedule-event.json
rename to gfe-db/pipeline/functions/invoke_pipeline/schedule-event.json
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 82ed4ef6..47e512cd 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -319,7 +319,7 @@ Resources:
     Properties:
       FunctionName: !Ref InvokePipelineFunctionName
       Description: !Sub '${AppName} update pipeline trigger: checks for new IMGT/HLA releases and starts the loading process'
-      CodeUri: functions/invoke_pipeline/src/
+      CodeUri: functions/invoke_pipeline/
       Handler: app.lambda_handler
       Runtime: python3.9
       MemorySize: !Ref InvokePipelineFunctionMemorySize

From 5f71ef9c4a0efdbc4874ff51010416b9fe6a9d0b Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 30 Jul 2023 16:04:28 -0700
Subject: [PATCH 117/367] validate execution input before invoking state
 machine

---
 .../pipeline/functions/invoke_pipeline/app.py | 62 +++++++++++--------
 .../functions/invoke_pipeline/event.json      | 12 ++--
 .../invalid-release-event.json                |  7 +++
 .../invoke_pipeline/schedule-event.json       | 24 +++----
 gfe-db/pipeline/template.yaml                 |  2 +-
 5 files changed, 61 insertions(+), 46 deletions(-)
 create mode 100644 gfe-db/pipeline/functions/invoke_pipeline/invalid-release-event.json

diff --git a/gfe-db/pipeline/functions/invoke_pipeline/app.py b/gfe-db/pipeline/functions/invoke_pipeline/app.py
index afce7d9a..e4c2f6ad 100644
--- a/gfe-db/pipeline/functions/invoke_pipeline/app.py
+++ b/gfe-db/pipeline/functions/invoke_pipeline/app.py
@@ -11,23 +11,25 @@
 logger = logging.getLogger()
 logger.setLevel(logging.INFO)
 
-# TODO: Add database state to JSON that contains all loaded releases
-# TODO: make sure that state is being properly updated after each run
-
+AWS_REGION = os.environ["AWS_REGION"]
 GITHUB_PERSONAL_ACCESS_TOKEN = os.environ["GITHUB_PERSONAL_ACCESS_TOKEN"]
 GITHUB_REPOSITORY_OWNER = os.environ["GITHUB_REPOSITORY_OWNER"]
 GITHUB_REPOSITORY_NAME = os.environ["GITHUB_REPOSITORY_NAME"]
-GFE_BUCKET = os.environ["GFE_BUCKET"]
+DATA_BUCKET_NAME = os.environ["DATA_BUCKET_NAME"]
+
 # TODO: add to Makefile
 PIPELINE_STATE_PATH = os.environ["PIPELINE_STATE_PATH"]
 PIPELINE_PARAMS_PATH = os.environ["PIPELINE_PARAMS_PATH"]
 UPDATE_PIPELINE_STATE_MACHINE_ARN = os.environ["UPDATE_PIPELINE_STATE_MACHINE_ARN"]
 
-branches_state_path = f"s3://{GFE_BUCKET}/{PIPELINE_STATE_PATH}"
-pipeline_params_path = f"s3://{GFE_BUCKET}/{PIPELINE_PARAMS_PATH}"
+branches_state_path = f"s3://{DATA_BUCKET_NAME}/{PIPELINE_STATE_PATH}"
+pipeline_params_path = f"s3://{DATA_BUCKET_NAME}/{PIPELINE_PARAMS_PATH}"
+
+session = boto3.session.Session(region_name=AWS_REGION)
+s3 = session.client('s3')
+sfn = session.client('stepfunctions')
 
-s3 = boto3.client('s3')
-sfn = boto3.client('stepfunctions')
+release_pattern = r"^\d{3}0$"
 
 def lambda_handler(event, context):
     """Checks for new IMGT/HLA releases and triggers the update
@@ -36,8 +38,25 @@ def lambda_handler(event, context):
     logger.info(json.dumps(event))
 
     if "releases" in event:
+
+        # align, kir, mem_profile are booleans
+        if not all([ bool(event[arg]) for arg in [ 'align', 'kir', 'mem_profile' ] ]):
+            raise ValueError(f'align, kir, and mem_profile must be boolean values\n\talign: {event["align"]}\n\tkir: {event["kir"]}\n\tmem_profile: {event["mem_profile"]}')
+
+        # limit is an integer
+        try:
+            if not isinstance(int(event['limit']), int):
+                raise ValueError(f'limit must be an integer\n\tlimit: {event["limit"]}')
+        except ValueError:
+            raise ValueError(f'limit must be an integer\n\tlimit: {event["limit"]}')
+
+        # release is a string that matches regex
+        if not all([ is_valid_release(release, release_pattern) for release in event['releases'].split(',') ]):
+            raise ValueError(f'releases must contains strings that match {release_pattern}\n\treleases: {event["releases"]}')
+    
         logging.info(f'Reading parameters from event')
         new_releases, params = parse_event(event)
+
     else:
         # Load the previous repository state
         logging.info(f'Reading parameters from file')
@@ -54,11 +73,7 @@ def lambda_handler(event, context):
             execution_input.append(params_input)
 
         payload = {
-            "input": execution_input,
-            # "error_status": {
-            #     "build": False,
-            #     "load": False
-            # },
+            "input": execution_input
         }
 
         # TODO: include release number in execution identifier
@@ -125,12 +140,11 @@ def get_branches(owner, repo):
     return [branch["name"] for branch in branches]
 
 
-def is_valid_release(branch):
+def is_valid_release(branch, release_pattern=r"^\d{3}0$"):
     """Returns True if the branch is a valid release, False if not"""
 
     # IMGT/HLA release format string
     # Checks for a pattern corresponding to 3 digits followed by one zero, ie., 3460
-    release_pattern = r'^\d{3}0$'
     p = re.compile(release_pattern)
     match = p.match(branch)
 
@@ -158,7 +172,7 @@ def write_config(path):
     try:
         response = s3.put_object(
              Body=json.dumps(branches_config),
-             Bucket=GFE_BUCKET,
+             Bucket=DATA_BUCKET_NAME,
              Key="/".join(path.split("/")[3:]))
         
         if response['ResponseMetadata']['HTTPStatusCode'] == 200:
@@ -178,7 +192,7 @@ def read_config(path):
     
     try:
         response = s3.get_object(
-            Bucket=GFE_BUCKET, 
+            Bucket=DATA_BUCKET_NAME, 
             Key="/".join(path.split("/")[3:]))
         
         if response['ResponseMetadata']['HTTPStatusCode'] == 200:
@@ -278,14 +292,8 @@ def parse_state(state_path, params_path):
     import os
     from pathlib import Path
 
-    def read_json(path):
-        with open(path, 'r') as file:
-            event = json.load(file)
-        return event
-
-    path = Path(__file__)
-    path = str(path.parent.parent / "events" / "event.json")
-    
-    event = read_json(path)
+    path = Path(__file__).parent / "event.json"
+    with open(path, "r") as f:
+        event = json.load(f)
 
-    lambda_handler("","")
+    lambda_handler(event,"")
diff --git a/gfe-db/pipeline/functions/invoke_pipeline/event.json b/gfe-db/pipeline/functions/invoke_pipeline/event.json
index 8b38c38a..5615060f 100644
--- a/gfe-db/pipeline/functions/invoke_pipeline/event.json
+++ b/gfe-db/pipeline/functions/invoke_pipeline/event.json
@@ -1,7 +1,7 @@
 {
-  "align": "False",
-  "kir": "False",
-  "mem_profile": "False",
-  "limit": "",
-  "releases": 3470
-}
+    "align": "False",
+    "kir": "False",
+    "limit": "1000",
+    "releases": "3460",
+    "mem_profile": "False"
+}
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/invoke_pipeline/invalid-release-event.json b/gfe-db/pipeline/functions/invoke_pipeline/invalid-release-event.json
new file mode 100644
index 00000000..a58ff42e
--- /dev/null
+++ b/gfe-db/pipeline/functions/invoke_pipeline/invalid-release-event.json
@@ -0,0 +1,7 @@
+{
+    "align": "False",
+    "kir": "False",
+    "limit": "1000",
+    "releases": "3460,3234",
+    "mem_profile": "False"
+}
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/invoke_pipeline/schedule-event.json b/gfe-db/pipeline/functions/invoke_pipeline/schedule-event.json
index f934519e..b356dfbd 100644
--- a/gfe-db/pipeline/functions/invoke_pipeline/schedule-event.json
+++ b/gfe-db/pipeline/functions/invoke_pipeline/schedule-event.json
@@ -1,13 +1,13 @@
 {
-  "version": "0",
-  "id": "7df1ca36-636f-8c8d-1c81-a086a8943121",
-  "detail-type": "Scheduled Event",
-  "source": "aws.events",
-  "account": "<AWS Account ID>",
-  "time": "2022-02-01T12:00:00Z",
-  "region": "us-east-1",
-  "resources": [
-    "arn:aws:events:us-east-1:<AWS Account ID>:rule/dev-gfe-db-pipeline-trigger-TriggerFunctionTrigger-1CY4K6DEN9QT5"
-  ],
-  "detail": {}
-}
+    "version": "0",
+    "id": "e58ee31d-5d5e-7a98-f497-aa0a04e81cb1",
+    "detail-type": "Scheduled Event",
+    "source": "aws.events",
+    "account": "<account_id>",
+    "time": "2023-07-30T12:00:00Z",
+    "region": "us-east-1",
+    "resources": [
+        "arn:aws:events:us-east-1:<account_id>:rule/dev-gfe-db-pipeline-InvokePipelineFunctionTrigger-A2S8FGQJMH5D"
+    ],
+    "detail": {}
+}
\ No newline at end of file
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 47e512cd..de04f1e5 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -331,7 +331,7 @@ Resources:
           GITHUB_PERSONAL_ACCESS_TOKEN: !Sub '{{resolve:secretsmanager:${AppName}-${Stage}-GitHubPersonalAccessToken:SecretString:personal_access_token:AWSCURRENT}}'
           GITHUB_REPOSITORY_OWNER: !Ref GitHubRepositoryOwner
           GITHUB_REPOSITORY_NAME: !Ref GitHubRepositoryName
-          GFE_BUCKET: !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}'
+          DATA_BUCKET_NAME: !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}'
           UPDATE_PIPELINE_STATE_MACHINE_ARN: !GetAtt UpdatePipelineStateMachine.Arn
           PIPELINE_STATE_PATH: !Ref PipelineStatePath
           PIPELINE_PARAMS_PATH: !Ref PipelineParamsPath

From e96ef881063e104a9797fa8e145ccbee7f769e9d Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 30 Jul 2023 16:26:26 -0700
Subject: [PATCH 118/367] print output when invoking pipeline

---
 Makefile | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/Makefile b/Makefile
index b6b3d7be..4276978f 100644
--- a/Makefile
+++ b/Makefile
@@ -156,7 +156,9 @@ database.load.run: # args: align, kir, limit, releases
 		--payload file://payload.json \
 		response.json \
 		--output json  >/dev/null 2>&1 && \
+	echo "Response:" && \
 	echo "Response:" >> ${CFN_LOG_PATH} && \
+	cat response.json | jq -r && \
 	cat response.json | jq -r >> ${CFN_LOG_PATH} && \
 	rm payload.json response.json
 	

From e7b2b75378c84ee4e76d6836ac89ea00411160d7 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 30 Jul 2023 16:43:37 -0700
Subject: [PATCH 119/367] validate and conform boolean args

---
 Makefile                                      |   8 +-
 gfe-db/pipeline/config/pipeline-input.json    |   6 +-
 .../pipeline/functions/invoke_pipeline/app.py | 120 ++++++++++--------
 3 files changed, 72 insertions(+), 62 deletions(-)

diff --git a/Makefile b/Makefile
index 4276978f..2c7af557 100644
--- a/Makefile
+++ b/Makefile
@@ -138,11 +138,11 @@ monitoring.subscribe-email:
 # TODO fix output & error handling
 database.load.run: # args: align, kir, limit, releases
 	@echo "Confirm payload:" && \
-	[ "$$align" ] && align="$$align" || align="False" && \
-	[ "$$kir" ] && kir="$$kir" || kir="False" && \
+	[ "$$align" ] && align="$$align" || align=false && \
+	[ "$$kir" ] && kir="$$kir" || kir=false && \
 	[ "$$limit" ] && limit="$$limit" || limit="" && \
 	[ "$$releases" ] && releases="$$releases" || releases="" && \
-	payload="{ \"align\": \"$$align\", \"kir\": \"$$kir\", \"limit\": \"$$limit\", \"releases\": \"$$releases\", \"mem_profile\": \"False\" }" && \
+	payload="{ \"align\": $$align, \"kir\": $$kir, \"limit\": \"$$limit\", \"releases\": \"$$releases\", \"mem_profile\": false }" && \
 	echo "$$payload" | jq -r && \
 	echo "$$payload" | jq > payload.json
 	@echo "Run pipeline with this payload? [y/N] \c " && read ans && [ $${ans:-N} = y ]
@@ -155,7 +155,7 @@ database.load.run: # args: align, kir, limit, releases
 		--function-name "$$function_name" \
 		--payload file://payload.json \
 		response.json \
-		--output json  >/dev/null 2>&1 && \
+		--output json  >> ${CFN_LOG_PATH} && \
 	echo "Response:" && \
 	echo "Response:" >> ${CFN_LOG_PATH} && \
 	cat response.json | jq -r && \
diff --git a/gfe-db/pipeline/config/pipeline-input.json b/gfe-db/pipeline/config/pipeline-input.json
index 0307cddf..ddd917f7 100644
--- a/gfe-db/pipeline/config/pipeline-input.json
+++ b/gfe-db/pipeline/config/pipeline-input.json
@@ -1,6 +1,6 @@
 {
-  "align": "False",
-  "kir": "False",
-  "mem_profile": "False",
+  "align": false,
+  "kir": false,
+  "mem_profile": false,
   "limit": "1000"
 }
diff --git a/gfe-db/pipeline/functions/invoke_pipeline/app.py b/gfe-db/pipeline/functions/invoke_pipeline/app.py
index e4c2f6ad..bbf8b5a2 100644
--- a/gfe-db/pipeline/functions/invoke_pipeline/app.py
+++ b/gfe-db/pipeline/functions/invoke_pipeline/app.py
@@ -37,67 +37,77 @@ def lambda_handler(event, context):
 
     logger.info(json.dumps(event))
 
-    if "releases" in event:
-
-        # align, kir, mem_profile are booleans
-        if not all([ bool(event[arg]) for arg in [ 'align', 'kir', 'mem_profile' ] ]):
-            raise ValueError(f'align, kir, and mem_profile must be boolean values\n\talign: {event["align"]}\n\tkir: {event["kir"]}\n\tmem_profile: {event["mem_profile"]}')
-
-        # limit is an integer
-        try:
-            if not isinstance(int(event['limit']), int):
-                raise ValueError(f'limit must be an integer\n\tlimit: {event["limit"]}')
-        except ValueError:
-            raise ValueError(f'limit must be an integer\n\tlimit: {event["limit"]}')
-
-        # release is a string that matches regex
-        if not all([ is_valid_release(release, release_pattern) for release in event['releases'].split(',') ]):
-            raise ValueError(f'releases must contains strings that match {release_pattern}\n\treleases: {event["releases"]}')
-    
-        logging.info(f'Reading parameters from event')
-        new_releases, params = parse_event(event)
+    try:
+        if "releases" in event:
 
-    else:
-        # Load the previous repository state
-        logging.info(f'Reading parameters from file')
-        new_releases, params = parse_state(branches_state_path, pipeline_params_path)
-    
-    if new_releases:
-        execution_input = []
-
-        for release in new_releases:
-            params_input = copy.deepcopy(params)
-            params_input["releases"] = release
-            params_input = {k.upper():v for k,v in params_input.items()}
-            logger.info(f'Running pipeline with these parameters:\n{json.dumps(params_input)}')            
-            execution_input.append(params_input)
-
-        payload = {
-            "input": execution_input
-        }
+            # align, kir, mem_profile are booleans
+            if not all([ isinstance(event[arg], bool) for arg in [ 'align', 'kir', 'mem_profile' ] ]):
+                raise ValueError('align, kir, and mem_profile must be boolean values')
 
-        # TODO: include release number in execution identifier
-        response = sfn.start_execution(
-            stateMachineArn=UPDATE_PIPELINE_STATE_MACHINE_ARN,
-            input=json.dumps(payload))
+            # conform booleans to the current argument format
+            event = { arg: str(val) for arg, val in event.items() }
 
-        # Update the config file
-        write_config(branches_state_path)
+            # limit is an integer
+            try:
+                if not isinstance(int(event['limit']), int):
+                    raise ValueError('limit must be an integer')
+            except ValueError:
+                raise ValueError('limit must be an integer')
 
-        return {
-            # TODO: add timestamp
-            "status": response['ResponseMetadata']['HTTPStatusCode'],
-            "message": "Pipeline triggered",
-            "payload": payload
-        }
+            # release is a string that matches regex
+            if not all([ is_valid_release(release, release_pattern) for release in event['releases'].split(',') ]):
+                raise ValueError(f'releases must contains strings that match {release_pattern}')
+        
+            logging.info(f'Reading parameters from event')
+            new_releases, params = parse_event(event)
 
-    else:
-        # Update the config file
-        write_config(branches_state_path)
+        else:
+            # Load the previous repository state
+            logging.info(f'Reading parameters from file')
+            new_releases, params = parse_state(branches_state_path, pipeline_params_path)
         
+        if new_releases:
+            execution_input = []
+
+            for release in new_releases:
+                params_input = copy.deepcopy(params)
+                params_input["releases"] = release
+                params_input = {k.upper():v for k,v in params_input.items()}
+                logger.info(f'Running pipeline with these parameters:\n{json.dumps(params_input)}')            
+                execution_input.append(params_input)
+
+            payload = {
+                "input": execution_input
+            }
+
+            # TODO: include release number in execution identifier
+            response = sfn.start_execution(
+                stateMachineArn=UPDATE_PIPELINE_STATE_MACHINE_ARN,
+                input=json.dumps(payload))
+
+            # Update the config file
+            write_config(branches_state_path)
+
+            return {
+                # TODO: add timestamp
+                "status": response['ResponseMetadata']['HTTPStatusCode'],
+                "message": "Pipeline triggered",
+                "payload": payload
+            }
+
+        else:
+            # Update the config file
+            write_config(branches_state_path)
+            
+            return {
+                "status": 200,
+                "message": "No new releases found"
+            }
+    except Exception as e:
+        logger.error(e)
         return {
-            "status": 200,
-            "message": "No new releases found"
+            "status": 500,
+            "message": str(e)
         }
 
 
@@ -292,7 +302,7 @@ def parse_state(state_path, params_path):
     import os
     from pathlib import Path
 
-    path = Path(__file__).parent / "event.json"
+    path = Path(__file__).parent / "bad-event.json"
     with open(path, "r") as f:
         event = json.load(f)
 

From 8b1e9c7c722031ef5c6567dfbac55cab81272cff Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 30 Jul 2023 17:29:21 -0700
Subject: [PATCH 120/367] deploy stack only

---
 Makefile                 | 7 +++++--
 gfe-db/pipeline/Makefile | 4 ++--
 2 files changed, 7 insertions(+), 4 deletions(-)

diff --git a/Makefile b/Makefile
index 2c7af557..926d530a 100644
--- a/Makefile
+++ b/Makefile
@@ -116,11 +116,14 @@ infrastructure.deploy:
 database.deploy:
 	$(MAKE) -C ${APP_NAME}/database/ deploy
 
+database.service.deploy:
+	$(MAKE) -C ${APP_NAME}/database/ service.deploy
+
 pipeline.deploy:
 	$(MAKE) -C ${APP_NAME}/pipeline/ deploy
 
-pipeline.functions.deploy:
-	$(MAKE) -C ${APP_NAME}/pipeline/ service.functions.deploy
+pipeline.service.deploy:
+	$(MAKE) -C ${APP_NAME}/pipeline/ service.deploy
 
 pipeline.jobs.deploy:
 	$(MAKE) -C ${APP_NAME}/pipeline/ service.jobs.deploy
diff --git a/gfe-db/pipeline/Makefile b/gfe-db/pipeline/Makefile
index bc0a633e..e31fcc21 100644
--- a/gfe-db/pipeline/Makefile
+++ b/gfe-db/pipeline/Makefile
@@ -7,11 +7,11 @@ target:
 # TODO: Don't deploy jobs if pipeline stack fails to create (exit Make)
 deploy:
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deploying ${SERVICE} service" 2>&1 | tee -a $$CFN_LOG_PATH
-	$(MAKE) service.functions.deploy
+	$(MAKE) service.deploy
 	$(MAKE) service.jobs.deploy
 	$(MAKE) service.config.deploy
 
-service.functions.deploy:
+service.deploy:
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deploying ${SERVICE} - functions" 2>&1 | tee -a $$CFN_LOG_PATH
 	@sam build \
 		--template-file template.yaml  2>&1 | tee -a $$CFN_LOG_PATH || true && \

From 8e1f7d187a5ff840c73f8239b9e52222c39f0c23 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 30 Jul 2023 17:47:07 -0700
Subject: [PATCH 121/367] connect to neo4j

---
 gfe-db/database/template.yaml                 |  14 +-
 .../functions/validation_query/app.py         |  59 +++++++++
 .../functions/validation_query/event.json     | 125 ++++++++++++++++++
 .../validation_query/requirements.txt         |   1 +
 .../functions/validation_query/utils.py       |   4 +
 .../pipeline/statemachines/pipeline.asl.json  |  14 +-
 6 files changed, 210 insertions(+), 7 deletions(-)
 create mode 100644 gfe-db/pipeline/functions/validation_query/app.py
 create mode 100644 gfe-db/pipeline/functions/validation_query/event.json
 create mode 100644 gfe-db/pipeline/functions/validation_query/requirements.txt
 create mode 100644 gfe-db/pipeline/functions/validation_query/utils.py

diff --git a/gfe-db/database/template.yaml b/gfe-db/database/template.yaml
index b0ee87a4..5f6dd07a 100644
--- a/gfe-db/database/template.yaml
+++ b/gfe-db/database/template.yaml
@@ -297,6 +297,15 @@ Resources:
       Description: "Instance ID for gfe-db Neo4j database instance"
       Value: !Ref Neo4jDatabaseInstance
 
+  Neo4jUriParameter:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Type: String
+      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/Neo4jUri'
+      Description: "Connection URI for Neo4j"
+      # "https://${SUBDOMAIN}.${HOST_DOMAIN}:7473/browser/"
+      Value: !Sub "https://${Subdomain}.${HostDomain}:7473/browser/"
+
   Neo4jBackupDocument: 
     Type: AWS::SSM::Document
     Properties:
@@ -344,7 +353,6 @@ Resources:
       Schedule: cron(0 0 ? * * *)
       ScheduleTimezone: US/Central
 
-  # Neo4jBackupMaintenanceWindowId Parameters
   Neo4jBackupMaintenanceWindowIdParameter:
     Type: AWS::SSM::Parameter
     Properties:
@@ -352,10 +360,6 @@ Resources:
       Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/Neo4jBackupMaintenanceWindowId'
       Description: "ID for Neo4jBackupMaintenanceWindow"
       Value: !Ref Neo4jBackupMaintenanceWindow
-      # TODO remove
-      Tags:
-        Stage: !Ref Stage
-        AppName: !Ref AppName
 
   Neo4jBackupMaintenanceWindowTask:
     Type: AWS::SSM::MaintenanceWindowTask
diff --git a/gfe-db/pipeline/functions/validation_query/app.py b/gfe-db/pipeline/functions/validation_query/app.py
new file mode 100644
index 00000000..707ffa3e
--- /dev/null
+++ b/gfe-db/pipeline/functions/validation_query/app.py
@@ -0,0 +1,59 @@
+import os
+import logging
+import json
+import boto3
+from neo4j import GraphDatabase
+from utils import format_uri
+
+logger = logging.getLogger()
+logger.setLevel(logging.INFO)
+
+STAGE = os.environ["STAGE"]
+APP_NAME = os.environ["APP_NAME"]
+AWS_REGION = os.environ["AWS_REGION"]
+
+# get neo4j uri and password from SSM Parameter Store
+session = boto3.session.Session(region_name=AWS_REGION)
+ssm = session.client("ssm")
+secrets = session.client("secretsmanager")
+
+# /APP_NAME/STAGE/AWS_REGION/Neo4jDatabaseEndpoint
+uri = ssm.get_parameter(
+    Name=f"/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jUri"
+)["Parameter"]["Value"]
+# 'https://gfe-db.cloudftl.org:7473/browser/' => neo4j+s://gfe-db.cloudftl.org:7687
+uri = format_uri(uri)
+
+# /gfe-db/dev/us-east-1/Neo4jCredentialsSecretArn
+auth_arn = ssm.get_parameter(
+    Name=f"/{APP_NAME}/{STAGE}/{AWS_REGION}/Neo4jCredentialsSecretArn"
+)["Parameter"]["Value"]
+
+# get secret from arn
+auth = json.loads(secrets.get_secret_value(SecretId=auth_arn)["SecretString"])
+
+graphdb = GraphDatabase.driver(uri, auth=(auth["NEO4J_USERNAME"], auth["NEO4J_PASSWORD"]))
+
+def lambda_handler(event, context):
+
+    logger.info(json.dumps(event))
+
+    # TODO write validation query
+    # # Group and count nodes and edges for each release
+    cql = "MATCH (n) RETURN count(n);"
+
+    with graphdb as driver:
+        records, _, _ = driver.execute_query(cql, database_="neo4j")
+
+    return
+
+
+if __name__ == "__main__":
+    from pathlib import Path
+
+    event_path = Path(__file__).parent / "event.json"
+
+    with open(event_path, "r") as file:
+        event = json.load(file)
+
+    lambda_handler(event,"")
diff --git a/gfe-db/pipeline/functions/validation_query/event.json b/gfe-db/pipeline/functions/validation_query/event.json
new file mode 100644
index 00000000..1521cc9c
--- /dev/null
+++ b/gfe-db/pipeline/functions/validation_query/event.json
@@ -0,0 +1,125 @@
+{
+    "validated": [
+      {
+        "ALIGN": "False",
+        "KIR": "False",
+        "LIMIT": "1000",
+        "MEM_PROFILE": "False",
+        "RELEASES": "3460"
+      }
+    ],
+    "build_details": [
+      {
+        "release": "3460",
+        "details": [
+          {
+            "schema": "all_cds",
+            "release": "3460",
+            "file_path": "s3://dev-gfe-db-810526023897-us-east-1/data/3460/csv/all_cds.3460.csv",
+            "cols": [
+              "gfe_name",
+              "bp_seq_id",
+              "bp_sequence",
+              "aa_seq_id",
+              "aa_sequence"
+            ],
+            "num_rows": 1000,
+            "created_utc": "2023-07-30T23:45:16.000Z",
+            "details": {
+              "is_valid_csv_timestamp": true,
+              "is_valid_csv_filename": true,
+              "is_valid_csv_headers": true,
+              "is_valid_csv_rows": true
+            },
+            "num_errors": 0,
+            "is_valid_csv": true
+          },
+          {
+            "schema": "all_features",
+            "release": "3460",
+            "file_path": "s3://dev-gfe-db-810526023897-us-east-1/data/3460/csv/all_features.3460.csv",
+            "cols": [
+              "accession",
+              "hash_code",
+              "locus",
+              "rank",
+              "sequence",
+              "term",
+              "gfe_name",
+              "allele_id",
+              "hla_name",
+              "imgt_release"
+            ],
+            "num_rows": 11635,
+            "created_utc": "2023-07-30T23:45:16.000Z",
+            "details": {
+              "is_valid_csv_timestamp": true,
+              "is_valid_csv_filename": true,
+              "is_valid_csv_headers": true,
+              "is_valid_csv_rows": true
+            },
+            "num_errors": 0,
+            "is_valid_csv": true
+          },
+          {
+            "schema": "all_groups",
+            "release": "3460",
+            "file_path": "s3://dev-gfe-db-810526023897-us-east-1/data/3460/csv/all_groups.3460.csv",
+            "cols": [
+              "gfe_name",
+              "allele_id",
+              "hla_name",
+              "ard_id",
+              "ard_name",
+              "locus",
+              "imgt_release"
+            ],
+            "num_rows": 3000,
+            "created_utc": "2023-07-30T23:45:16.000Z",
+            "details": {
+              "is_valid_csv_timestamp": true,
+              "is_valid_csv_filename": true,
+              "is_valid_csv_headers": true,
+              "is_valid_csv_rows": true
+            },
+            "num_errors": 0,
+            "is_valid_csv": true
+          },
+          {
+            "schema": "gfe_sequences",
+            "release": "3460",
+            "file_path": "s3://dev-gfe-db-810526023897-us-east-1/data/3460/csv/gfe_sequences.3460.csv",
+            "cols": [
+              "gfe_name",
+              "acc_name",
+              "locus",
+              "hla_name",
+              "seq_id",
+              "sequence",
+              "length",
+              "imgt_release"
+            ],
+            "num_rows": 1000,
+            "created_utc": "2023-07-30T23:45:16.000Z",
+            "details": {
+              "is_valid_csv_timestamp": true,
+              "is_valid_csv_filename": true,
+              "is_valid_csv_headers": true,
+              "is_valid_csv_rows": true
+            },
+            "num_errors": 0,
+            "is_valid_csv": true
+          }
+        ],
+        "errors": [],
+        "expected_artifacts": [
+          "all_cds.3460.csv",
+          "all_features.3460.csv",
+          "all_groups.3460.csv",
+          "gfe_sequences.3460.csv"
+        ],
+        "is_valid_build": true
+      }
+    ],
+    "has_valid_payload": true
+  }
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/validation_query/requirements.txt b/gfe-db/pipeline/functions/validation_query/requirements.txt
new file mode 100644
index 00000000..e3c8e797
--- /dev/null
+++ b/gfe-db/pipeline/functions/validation_query/requirements.txt
@@ -0,0 +1 @@
+neo4j==5.10.0
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/validation_query/utils.py b/gfe-db/pipeline/functions/validation_query/utils.py
new file mode 100644
index 00000000..ea97f7d5
--- /dev/null
+++ b/gfe-db/pipeline/functions/validation_query/utils.py
@@ -0,0 +1,4 @@
+
+
+def format_uri(uri):
+    return "/".join(uri.replace("https://", "neo4j+s://").replace(":7473", ":7687").split("/")[:-2])
\ No newline at end of file
diff --git a/gfe-db/pipeline/statemachines/pipeline.asl.json b/gfe-db/pipeline/statemachines/pipeline.asl.json
index f1571c5e..29b137bc 100644
--- a/gfe-db/pipeline/statemachines/pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/pipeline.asl.json
@@ -1,6 +1,11 @@
 {
-    "StartAt": "Pre-Execution Backup",
+    "StartAt": "Pre-Execution Validation Query",
     "States": {
+        "Pre-Execution Validation Query": {
+            "Type": "Pass",
+            "ResultPath": null,
+            "Next": "Pre-Execution Backup"
+        },
         "Pre-Execution Backup": {
             "Type": "Task",
             "Resource": "${InvokeBackupScriptFunctionArn}",
@@ -92,7 +97,7 @@
         },
         "Load Stage": {
             "Type": "Map",
-            "Next": "Post-Execution Backup",
+            "Next": "Post-Execution Validation Query",
             "MaxConcurrency": 1,
             "ItemsPath": "$.validated",
             "ResultPath": null,
@@ -145,6 +150,11 @@
                 }
             }
         },
+        "Post-Execution Validation Query": {
+            "Type": "Pass",
+            "ResultPath": null,
+            "Next": "Post-Execution Backup"
+        },
         "Post-Execution Backup": {
             "Type": "Pass",
             "ResultPath": null,

From c24d1527fd689f72065f4873c989c26d00e5cc02 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Mon, 31 Jul 2023 12:15:12 -0700
Subject: [PATCH 122/367] validate release counts

---
 .../functions/validation_query/app.py         | 62 ++++++++++++++++---
 1 file changed, 55 insertions(+), 7 deletions(-)

diff --git a/gfe-db/pipeline/functions/validation_query/app.py b/gfe-db/pipeline/functions/validation_query/app.py
index 707ffa3e..656f3ecb 100644
--- a/gfe-db/pipeline/functions/validation_query/app.py
+++ b/gfe-db/pipeline/functions/validation_query/app.py
@@ -38,15 +38,63 @@ def lambda_handler(event, context):
 
     logger.info(json.dumps(event))
 
-    # TODO write validation query
-    # # Group and count nodes and edges for each release
-    cql = "MATCH (n) RETURN count(n);"
-
     with graphdb as driver:
-        records, _, _ = driver.execute_query(cql, database_="neo4j")
-
-    return
 
+        # node counts
+        node_counts = []
+        for node in nodes:
+            records, _, _ = driver.execute_query(f'MATCH (n:{node}) RETURN count(n) as count;', database_="neo4j")
+            node_counts.append({
+                "node": node,
+                "count": records[0].data()['count']
+            })
+
+        # release counts
+        release_counts = execute_query(driver, release_counts_cql)
+
+        # IPD_Accession release counts
+        ipd_accession_release_counts = execute_query(driver, ipd_accession_release_counts_cql)
+
+    return {
+        "node_counts": node_counts,
+        "release_counts": release_counts,
+        "ipd_accession_release_counts": ipd_accession_release_counts
+    }
+
+nodes = [
+    "GFE",
+    "IPD_Accession",
+    "IPD_Allele",
+    "Sequence",
+    "Feature",
+    "Submitter",
+]
+
+release_counts_cql = """MATCH (:GFE)-[r:HAS_IPD_ALLELE]->(:IPD_Allele)
+WITH r, apoc.coll.toSet(r.releases) as releases
+UNWIND releases as release_version
+RETURN DISTINCT release_version, count(release_version) as count
+ORDER BY release_version;"""
+
+ipd_accession_release_counts_cql = """MATCH ()-[r:HAS_IPD_ACCESSION]->() RETURN DISTINCT r.release as release_version, count(r.release) as count;"""
+
+# node_counts_cql = """MATCH (gfe:GFE)
+# MATCH (ipd:IPD_Accession)
+# MATCH (ipda:IPD_Allele)
+# MATCH (seq:Sequence)
+# MATCH (f:Feature)
+# MATCH (sub:Submitter)
+# RETURN 
+#     count(gfe),
+#     count(ipd),
+#     count(ipda),
+#     count(seq),
+#     count(f),
+#     count(sub);"""
+
+def execute_query(driver, query):
+    records, _, _ = driver.execute_query(query, database_="neo4j")
+    return [record.data() for record in records]
 
 if __name__ == "__main__":
     from pathlib import Path

From ef876150b2a84d1272ea9ff80e883b951b6122c7 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Mon, 31 Jul 2023 13:36:19 -0700
Subject: [PATCH 123/367] fix state machine outputs

---
 .../app.py                                    | 16 ++++---
 .../event.json                                |  0
 .../requirements.txt                          |  0
 .../utils.py                                  |  0
 .../functions/invoke_backup_script/app.py     |  9 ++--
 .../pipeline/statemachines/pipeline.asl.json  | 13 +++---
 gfe-db/pipeline/template.yaml                 | 43 +++++++++++++++++--
 7 files changed, 60 insertions(+), 21 deletions(-)
 rename gfe-db/pipeline/functions/{validation_query => execute_validation_queries}/app.py (84%)
 rename gfe-db/pipeline/functions/{validation_query => execute_validation_queries}/event.json (100%)
 rename gfe-db/pipeline/functions/{validation_query => execute_validation_queries}/requirements.txt (100%)
 rename gfe-db/pipeline/functions/{validation_query => execute_validation_queries}/utils.py (100%)

diff --git a/gfe-db/pipeline/functions/validation_query/app.py b/gfe-db/pipeline/functions/execute_validation_queries/app.py
similarity index 84%
rename from gfe-db/pipeline/functions/validation_query/app.py
rename to gfe-db/pipeline/functions/execute_validation_queries/app.py
index 656f3ecb..4f63e800 100644
--- a/gfe-db/pipeline/functions/validation_query/app.py
+++ b/gfe-db/pipeline/functions/execute_validation_queries/app.py
@@ -49,16 +49,18 @@ def lambda_handler(event, context):
                 "count": records[0].data()['count']
             })
 
-        # release counts
-        release_counts = execute_query(driver, release_counts_cql)
+        # HAS_IPD_ALLELE relationship releases property release counts
+        has_ipd_allele_release_counts = execute_query(driver, has_ipd_allele_release_counts_cql)
 
-        # IPD_Accession release counts
+        # IPD_Accession node release counts
         ipd_accession_release_counts = execute_query(driver, ipd_accession_release_counts_cql)
 
     return {
-        "node_counts": node_counts,
-        "release_counts": release_counts,
-        "ipd_accession_release_counts": ipd_accession_release_counts
+        "pre": {
+            "node_counts": node_counts,
+            "has_ipd_allele_release_counts": has_ipd_allele_release_counts,
+            "ipd_accession_release_counts": ipd_accession_release_counts
+        }
     }
 
 nodes = [
@@ -70,7 +72,7 @@ def lambda_handler(event, context):
     "Submitter",
 ]
 
-release_counts_cql = """MATCH (:GFE)-[r:HAS_IPD_ALLELE]->(:IPD_Allele)
+has_ipd_allele_release_counts_cql = """MATCH (:GFE)-[r:HAS_IPD_ALLELE]->(:IPD_Allele)
 WITH r, apoc.coll.toSet(r.releases) as releases
 UNWIND releases as release_version
 RETURN DISTINCT release_version, count(release_version) as count
diff --git a/gfe-db/pipeline/functions/validation_query/event.json b/gfe-db/pipeline/functions/execute_validation_queries/event.json
similarity index 100%
rename from gfe-db/pipeline/functions/validation_query/event.json
rename to gfe-db/pipeline/functions/execute_validation_queries/event.json
diff --git a/gfe-db/pipeline/functions/validation_query/requirements.txt b/gfe-db/pipeline/functions/execute_validation_queries/requirements.txt
similarity index 100%
rename from gfe-db/pipeline/functions/validation_query/requirements.txt
rename to gfe-db/pipeline/functions/execute_validation_queries/requirements.txt
diff --git a/gfe-db/pipeline/functions/validation_query/utils.py b/gfe-db/pipeline/functions/execute_validation_queries/utils.py
similarity index 100%
rename from gfe-db/pipeline/functions/validation_query/utils.py
rename to gfe-db/pipeline/functions/execute_validation_queries/utils.py
diff --git a/gfe-db/pipeline/functions/invoke_backup_script/app.py b/gfe-db/pipeline/functions/invoke_backup_script/app.py
index e439726a..3c90bd10 100644
--- a/gfe-db/pipeline/functions/invoke_backup_script/app.py
+++ b/gfe-db/pipeline/functions/invoke_backup_script/app.py
@@ -51,12 +51,9 @@ def lambda_handler(event, context):
         raise err
 
     return {
-        **event, 
-        "backups": {
-            "pre": {
-                "DocumentName": response['Command']['DocumentName'],
-                "CommandId": response['Command']['CommandId']
-            }
+        "pre": {
+            "DocumentName": response['Command']['DocumentName'],
+            "CommandId": response['Command']['CommandId']
         }
     }
 
diff --git a/gfe-db/pipeline/statemachines/pipeline.asl.json b/gfe-db/pipeline/statemachines/pipeline.asl.json
index 29b137bc..0059d7cb 100644
--- a/gfe-db/pipeline/statemachines/pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/pipeline.asl.json
@@ -2,13 +2,15 @@
     "StartAt": "Pre-Execution Validation Query",
     "States": {
         "Pre-Execution Validation Query": {
-            "Type": "Pass",
-            "ResultPath": null,
+            "Type": "Task",
+            "Resource": "${ExecuteValidationQueriesFunctionArn}",
+            "ResultPath": "$.validations.queries",
             "Next": "Pre-Execution Backup"
         },
         "Pre-Execution Backup": {
             "Type": "Task",
             "Resource": "${InvokeBackupScriptFunctionArn}",
+            "ResultPath": "$.backups",
             "Next": "Build Stage"
         },
         "Build Stage": {
@@ -16,7 +18,7 @@
             "Next": "Validate Build",
             "MaxConcurrency": 0,
             "ItemsPath": "$.input",
-            "ResultPath": "$.input",
+            "ResultPath": null,
             "Iterator": {
                 "StartAt": "Generate CSV files",
                 "States": {
@@ -77,13 +79,14 @@
             "Parameters": {
                 "execution_context.$": "$$"
             },
+            "ResultPath": "$.validations.build",
             "Next": "Evaluate Payloads"
         },
         "Evaluate Payloads": {
             "Type": "Choice",
             "Choices": [
                 {
-                    "Variable": "$.has_valid_payload",
+                    "Variable": "$.validations.build.has_valid_payload",
                     "BooleanEquals": true,
                     "Next": "Load Stage"
                 }
@@ -99,7 +102,7 @@
             "Type": "Map",
             "Next": "Post-Execution Validation Query",
             "MaxConcurrency": 1,
-            "ItemsPath": "$.validated",
+            "ItemsPath": "$.validations.build.validated",
             "ResultPath": null,
             "Iterator": {
                 "StartAt": "Load Data",
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index de04f1e5..5205f077 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -377,6 +377,40 @@ Resources:
         - Name: FunctionName
           Value: !Ref InvokePipelineFunctionName
 
+  ExecuteValidationQueriesFunction:
+    Type: AWS::Serverless::Function
+    Properties:
+      Description: !Sub "Invoke backup for Neo4j for ${AppName}"
+      CodeUri: functions/execute_validation_queries/
+      Handler: app.lambda_handler
+      Runtime: python3.10
+      MemorySize: 256
+      Timeout: 60
+      Architectures:
+        - x86_64
+      Environment:
+        Variables:
+          STAGE: !Ref Stage
+          APP_NAME: !Ref AppName
+      Policies:
+        - AWSLambdaBasicExecutionRole
+        - Version: "2012-10-17"
+          Statement:
+            - Effect: "Allow"
+              Action: 
+                - "ssm:GetParameters"
+                - "ssm:GetParameter"
+              Resource: 
+                - !Sub 'arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*'
+            - Effect: "Allow"
+              Action:
+                  - "secretsmanager:GetSecretValue"
+                  - "secretsmanager:DescribeSecret"
+                  - "secretsmanager:ListSecretVersionIds"
+                  - "secretsmanager:ListSecrets"
+              Resource:
+                - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/Neo4jCredentialsSecretArn}}'
+
   InvokeBackupScriptFunction:
     Type: AWS::Serverless::Function
     Properties:
@@ -408,7 +442,7 @@ Resources:
                 - "ssm:GetParameters"
                 - "ssm:GetParameter"
               Resource: 
-                - "*"
+                - !Sub 'arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*'
 
   InvokeLoadScriptFunction:
     Type: AWS::Serverless::Function
@@ -444,7 +478,7 @@ Resources:
                 - "ssm:GetParameters"
                 - "ssm:GetParameter"
               Resource: 
-                - "*"
+                - !Sub 'arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*'
 
   InvokeLoadScriptFunctionAlarm:
     Type: AWS::CloudWatch::Alarm
@@ -509,11 +543,14 @@ Resources:
         BuildJobDefinition: !Ref BuildJobDefinition
         BuildJobName: !Sub '${Stage}-${AppName}-build-job'
         BuildJobQueue: !Ref BuildJobQueue
+        ExecuteValidationQueriesFunctionArn: !GetAtt ExecuteValidationQueriesFunction.Arn
         ValidateBuildOutputFunctionArn: !GetAtt ValidateBuildOutputFunction.Arn
         InvokeLoadScriptFunctionArn: !GetAtt InvokeLoadScriptFunction.Arn
         InvokeBackupScriptFunctionArn: !GetAtt InvokeBackupScriptFunction.Arn
         LoadNeo4jActivityArn: !Ref LoadNeo4jActivity
       Policies:
+        - LambdaInvokePolicy:
+            FunctionName: !Ref ExecuteValidationQueriesFunction
         - LambdaInvokePolicy:
             FunctionName: !Ref InvokeLoadScriptFunction
         - LambdaInvokePolicy:
@@ -665,7 +702,7 @@ Resources:
                 - "ssm:GetParameters"
                 - "ssm:GetParameter"
               Resource: 
-                - "*"
+                - !Sub 'arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*'
         - Version: "2012-10-17"
           Statement:
             - Effect: "Allow"

From 4ec83384bd7d323b7baf0b11ec6eaa661382ff57 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Mon, 31 Jul 2023 13:59:52 -0700
Subject: [PATCH 124/367] run post-execution validation queries

---
 .../execute_validation_queries/app.py         |  11 +-
 .../execute_validation_queries/event.json     | 125 ----------
 .../post-execution-event.json                 | 234 ++++++++++++++++++
 .../pre-execution-event.json                  |  11 +
 .../pipeline/statemachines/pipeline.asl.json  |   7 +-
 5 files changed, 254 insertions(+), 134 deletions(-)
 delete mode 100644 gfe-db/pipeline/functions/execute_validation_queries/event.json
 create mode 100644 gfe-db/pipeline/functions/execute_validation_queries/post-execution-event.json
 create mode 100644 gfe-db/pipeline/functions/execute_validation_queries/pre-execution-event.json

diff --git a/gfe-db/pipeline/functions/execute_validation_queries/app.py b/gfe-db/pipeline/functions/execute_validation_queries/app.py
index 4f63e800..afe7c6eb 100644
--- a/gfe-db/pipeline/functions/execute_validation_queries/app.py
+++ b/gfe-db/pipeline/functions/execute_validation_queries/app.py
@@ -56,11 +56,9 @@ def lambda_handler(event, context):
         ipd_accession_release_counts = execute_query(driver, ipd_accession_release_counts_cql)
 
     return {
-        "pre": {
-            "node_counts": node_counts,
-            "has_ipd_allele_release_counts": has_ipd_allele_release_counts,
-            "ipd_accession_release_counts": ipd_accession_release_counts
-        }
+        "node_counts": node_counts,
+        "has_ipd_allele_release_counts": has_ipd_allele_release_counts,
+        "ipd_accession_release_counts": ipd_accession_release_counts
     }
 
 nodes = [
@@ -80,6 +78,7 @@ def lambda_handler(event, context):
 
 ipd_accession_release_counts_cql = """MATCH ()-[r:HAS_IPD_ACCESSION]->() RETURN DISTINCT r.release as release_version, count(r.release) as count;"""
 
+# # too slow
 # node_counts_cql = """MATCH (gfe:GFE)
 # MATCH (ipd:IPD_Accession)
 # MATCH (ipda:IPD_Allele)
@@ -101,7 +100,7 @@ def execute_query(driver, query):
 if __name__ == "__main__":
     from pathlib import Path
 
-    event_path = Path(__file__).parent / "event.json"
+    event_path = Path(__file__).parent / "post-execution-event.json"
 
     with open(event_path, "r") as file:
         event = json.load(file)
diff --git a/gfe-db/pipeline/functions/execute_validation_queries/event.json b/gfe-db/pipeline/functions/execute_validation_queries/event.json
deleted file mode 100644
index 1521cc9c..00000000
--- a/gfe-db/pipeline/functions/execute_validation_queries/event.json
+++ /dev/null
@@ -1,125 +0,0 @@
-{
-    "validated": [
-      {
-        "ALIGN": "False",
-        "KIR": "False",
-        "LIMIT": "1000",
-        "MEM_PROFILE": "False",
-        "RELEASES": "3460"
-      }
-    ],
-    "build_details": [
-      {
-        "release": "3460",
-        "details": [
-          {
-            "schema": "all_cds",
-            "release": "3460",
-            "file_path": "s3://dev-gfe-db-810526023897-us-east-1/data/3460/csv/all_cds.3460.csv",
-            "cols": [
-              "gfe_name",
-              "bp_seq_id",
-              "bp_sequence",
-              "aa_seq_id",
-              "aa_sequence"
-            ],
-            "num_rows": 1000,
-            "created_utc": "2023-07-30T23:45:16.000Z",
-            "details": {
-              "is_valid_csv_timestamp": true,
-              "is_valid_csv_filename": true,
-              "is_valid_csv_headers": true,
-              "is_valid_csv_rows": true
-            },
-            "num_errors": 0,
-            "is_valid_csv": true
-          },
-          {
-            "schema": "all_features",
-            "release": "3460",
-            "file_path": "s3://dev-gfe-db-810526023897-us-east-1/data/3460/csv/all_features.3460.csv",
-            "cols": [
-              "accession",
-              "hash_code",
-              "locus",
-              "rank",
-              "sequence",
-              "term",
-              "gfe_name",
-              "allele_id",
-              "hla_name",
-              "imgt_release"
-            ],
-            "num_rows": 11635,
-            "created_utc": "2023-07-30T23:45:16.000Z",
-            "details": {
-              "is_valid_csv_timestamp": true,
-              "is_valid_csv_filename": true,
-              "is_valid_csv_headers": true,
-              "is_valid_csv_rows": true
-            },
-            "num_errors": 0,
-            "is_valid_csv": true
-          },
-          {
-            "schema": "all_groups",
-            "release": "3460",
-            "file_path": "s3://dev-gfe-db-810526023897-us-east-1/data/3460/csv/all_groups.3460.csv",
-            "cols": [
-              "gfe_name",
-              "allele_id",
-              "hla_name",
-              "ard_id",
-              "ard_name",
-              "locus",
-              "imgt_release"
-            ],
-            "num_rows": 3000,
-            "created_utc": "2023-07-30T23:45:16.000Z",
-            "details": {
-              "is_valid_csv_timestamp": true,
-              "is_valid_csv_filename": true,
-              "is_valid_csv_headers": true,
-              "is_valid_csv_rows": true
-            },
-            "num_errors": 0,
-            "is_valid_csv": true
-          },
-          {
-            "schema": "gfe_sequences",
-            "release": "3460",
-            "file_path": "s3://dev-gfe-db-810526023897-us-east-1/data/3460/csv/gfe_sequences.3460.csv",
-            "cols": [
-              "gfe_name",
-              "acc_name",
-              "locus",
-              "hla_name",
-              "seq_id",
-              "sequence",
-              "length",
-              "imgt_release"
-            ],
-            "num_rows": 1000,
-            "created_utc": "2023-07-30T23:45:16.000Z",
-            "details": {
-              "is_valid_csv_timestamp": true,
-              "is_valid_csv_filename": true,
-              "is_valid_csv_headers": true,
-              "is_valid_csv_rows": true
-            },
-            "num_errors": 0,
-            "is_valid_csv": true
-          }
-        ],
-        "errors": [],
-        "expected_artifacts": [
-          "all_cds.3460.csv",
-          "all_features.3460.csv",
-          "all_groups.3460.csv",
-          "gfe_sequences.3460.csv"
-        ],
-        "is_valid_build": true
-      }
-    ],
-    "has_valid_payload": true
-  }
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/execute_validation_queries/post-execution-event.json b/gfe-db/pipeline/functions/execute_validation_queries/post-execution-event.json
new file mode 100644
index 00000000..a87ac757
--- /dev/null
+++ b/gfe-db/pipeline/functions/execute_validation_queries/post-execution-event.json
@@ -0,0 +1,234 @@
+{
+    "input": [
+      {
+        "ALIGN": "False",
+        "KIR": "False",
+        "LIMIT": "1000",
+        "MEM_PROFILE": "False",
+        "RELEASES": "3450"
+      }
+    ],
+    "validations": {
+      "queries": {
+        "pre": {
+          "node_counts": [
+            {
+              "node": "GFE",
+              "count": 1137
+            },
+            {
+              "node": "IPD_Accession",
+              "count": 1124
+            },
+            {
+              "node": "IPD_Allele",
+              "count": 1126
+            },
+            {
+              "node": "Sequence",
+              "count": 1137
+            },
+            {
+              "node": "Feature",
+              "count": 1220
+            },
+            {
+              "node": "Submitter",
+              "count": 1
+            }
+          ],
+          "has_ipd_allele_release_counts": [
+            {
+              "release_version": "3450",
+              "count": 1000
+            },
+            {
+              "release_version": "3460",
+              "count": 1000
+            },
+            {
+              "release_version": "3470",
+              "count": 1000
+            },
+            {
+              "release_version": "3480",
+              "count": 1000
+            },
+            {
+              "release_version": "3490",
+              "count": 1000
+            },
+            {
+              "release_version": "3510",
+              "count": 1000
+            },
+            {
+              "release_version": "3520",
+              "count": 1000
+            }
+          ],
+          "ipd_accession_release_counts": [
+            {
+              "release_version": "3.51.0",
+              "count": 1000
+            },
+            {
+              "release_version": "3.52.0",
+              "count": 8
+            },
+            {
+              "release_version": "3.49.0",
+              "count": 14
+            },
+            {
+              "release_version": "3.48.0",
+              "count": 16
+            },
+            {
+              "release_version": "3.47.0",
+              "count": 12
+            },
+            {
+              "release_version": "3.46.0",
+              "count": 52
+            },
+            {
+              "release_version": "3.45.0",
+              "count": 35
+            }
+          ]
+        }
+      },
+      "build": {
+        "validated": [
+          {
+            "ALIGN": "False",
+            "KIR": "False",
+            "LIMIT": "1000",
+            "MEM_PROFILE": "False",
+            "RELEASES": "3450"
+          }
+        ],
+        "build_details": [
+          {
+            "release": "3450",
+            "details": [
+              {
+                "schema": "all_cds",
+                "release": "3450",
+                "file_path": "s3://dev-gfe-db-810526023897-us-east-1/data/3450/csv/all_cds.3450.csv",
+                "cols": [
+                  "gfe_name",
+                  "bp_seq_id",
+                  "bp_sequence",
+                  "aa_seq_id",
+                  "aa_sequence"
+                ],
+                "num_rows": 1000,
+                "created_utc": "2023-07-31T20:33:03.000Z",
+                "details": {
+                  "is_valid_csv_timestamp": true,
+                  "is_valid_csv_filename": true,
+                  "is_valid_csv_headers": true,
+                  "is_valid_csv_rows": true
+                },
+                "num_errors": 0,
+                "is_valid_csv": true
+              },
+              {
+                "schema": "all_features",
+                "release": "3450",
+                "file_path": "s3://dev-gfe-db-810526023897-us-east-1/data/3450/csv/all_features.3450.csv",
+                "cols": [
+                  "accession",
+                  "hash_code",
+                  "locus",
+                  "rank",
+                  "sequence",
+                  "term",
+                  "gfe_name",
+                  "allele_id",
+                  "hla_name",
+                  "imgt_release"
+                ],
+                "num_rows": 11616,
+                "created_utc": "2023-07-31T20:33:03.000Z",
+                "details": {
+                  "is_valid_csv_timestamp": true,
+                  "is_valid_csv_filename": true,
+                  "is_valid_csv_headers": true,
+                  "is_valid_csv_rows": true
+                },
+                "num_errors": 0,
+                "is_valid_csv": true
+              },
+              {
+                "schema": "all_groups",
+                "release": "3450",
+                "file_path": "s3://dev-gfe-db-810526023897-us-east-1/data/3450/csv/all_groups.3450.csv",
+                "cols": [
+                  "gfe_name",
+                  "allele_id",
+                  "hla_name",
+                  "ard_id",
+                  "ard_name",
+                  "locus",
+                  "imgt_release"
+                ],
+                "num_rows": 3000,
+                "created_utc": "2023-07-31T20:33:03.000Z",
+                "details": {
+                  "is_valid_csv_timestamp": true,
+                  "is_valid_csv_filename": true,
+                  "is_valid_csv_headers": true,
+                  "is_valid_csv_rows": true
+                },
+                "num_errors": 0,
+                "is_valid_csv": true
+              },
+              {
+                "schema": "gfe_sequences",
+                "release": "3450",
+                "file_path": "s3://dev-gfe-db-810526023897-us-east-1/data/3450/csv/gfe_sequences.3450.csv",
+                "cols": [
+                  "gfe_name",
+                  "acc_name",
+                  "locus",
+                  "hla_name",
+                  "seq_id",
+                  "sequence",
+                  "length",
+                  "imgt_release"
+                ],
+                "num_rows": 1000,
+                "created_utc": "2023-07-31T20:33:03.000Z",
+                "details": {
+                  "is_valid_csv_timestamp": true,
+                  "is_valid_csv_filename": true,
+                  "is_valid_csv_headers": true,
+                  "is_valid_csv_rows": true
+                },
+                "num_errors": 0,
+                "is_valid_csv": true
+              }
+            ],
+            "errors": [],
+            "expected_artifacts": [
+              "all_cds.3450.csv",
+              "all_features.3450.csv",
+              "all_groups.3450.csv",
+              "gfe_sequences.3450.csv"
+            ],
+            "is_valid_build": true
+          }
+        ],
+        "has_valid_payload": true
+      }
+    },
+    "backups": {
+      "pre": {
+        "DocumentName": "dev-gfe-db-database-Neo4jBackupDocument-nAqIhQzAdtbD",
+        "CommandId": "8769a561-1ca2-4970-8df1-cd178b6032ba"
+      }
+    }
+  }
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/execute_validation_queries/pre-execution-event.json b/gfe-db/pipeline/functions/execute_validation_queries/pre-execution-event.json
new file mode 100644
index 00000000..2fcbfe37
--- /dev/null
+++ b/gfe-db/pipeline/functions/execute_validation_queries/pre-execution-event.json
@@ -0,0 +1,11 @@
+{
+    "input": [
+      {
+        "ALIGN": "False",
+        "KIR": "False",
+        "LIMIT": "1000",
+        "MEM_PROFILE": "False",
+        "RELEASES": "3450"
+      }
+    ]
+  }
\ No newline at end of file
diff --git a/gfe-db/pipeline/statemachines/pipeline.asl.json b/gfe-db/pipeline/statemachines/pipeline.asl.json
index 0059d7cb..1af47f55 100644
--- a/gfe-db/pipeline/statemachines/pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/pipeline.asl.json
@@ -4,7 +4,7 @@
         "Pre-Execution Validation Query": {
             "Type": "Task",
             "Resource": "${ExecuteValidationQueriesFunctionArn}",
-            "ResultPath": "$.validations.queries",
+            "ResultPath": "$.validations.queries.pre",
             "Next": "Pre-Execution Backup"
         },
         "Pre-Execution Backup": {
@@ -154,8 +154,9 @@
             }
         },
         "Post-Execution Validation Query": {
-            "Type": "Pass",
-            "ResultPath": null,
+            "Type": "Task",
+            "Resource": "${ExecuteValidationQueriesFunctionArn}",
+            "ResultPath": "$.validations.queries.post",
             "Next": "Post-Execution Backup"
         },
         "Post-Execution Backup": {

From aefec277a06c88c52d5dd249c1cf42f5b04500c0 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Mon, 31 Jul 2023 16:53:01 -0700
Subject: [PATCH 125/367] invoke backup at end of execution

---
 .../functions/invoke_backup_script/app.py     |   6 +-
 .../post-execution-event.json                 | 333 +++++++++++++++++-
 .../pre-execution-event.json                  | 104 +++++-
 .../pipeline/statemachines/pipeline.asl.json  |  13 +-
 4 files changed, 442 insertions(+), 14 deletions(-)

diff --git a/gfe-db/pipeline/functions/invoke_backup_script/app.py b/gfe-db/pipeline/functions/invoke_backup_script/app.py
index 3c90bd10..53068929 100644
--- a/gfe-db/pipeline/functions/invoke_backup_script/app.py
+++ b/gfe-db/pipeline/functions/invoke_backup_script/app.py
@@ -51,10 +51,8 @@ def lambda_handler(event, context):
         raise err
 
     return {
-        "pre": {
-            "DocumentName": response['Command']['DocumentName'],
-            "CommandId": response['Command']['CommandId']
-        }
+        "document_name": response['Command']['DocumentName'],
+        "command_id": response['Command']['CommandId']
     }
 
 
diff --git a/gfe-db/pipeline/functions/invoke_backup_script/post-execution-event.json b/gfe-db/pipeline/functions/invoke_backup_script/post-execution-event.json
index ba92d2c9..d7fefcfc 100644
--- a/gfe-db/pipeline/functions/invoke_backup_script/post-execution-event.json
+++ b/gfe-db/pipeline/functions/invoke_backup_script/post-execution-event.json
@@ -5,13 +5,342 @@
         "KIR": "False",
         "LIMIT": "1000",
         "MEM_PROFILE": "False",
-        "RELEASES": "3480"
+        "RELEASES": "3430"
       }
     ],
+    "validations": {
+      "queries": {
+        "pre": {
+          "node_counts": [
+            {
+              "node": "GFE",
+              "count": 1155
+            },
+            {
+              "node": "IPD_Accession",
+              "count": 1142
+            },
+            {
+              "node": "IPD_Allele",
+              "count": 1144
+            },
+            {
+              "node": "Sequence",
+              "count": 1155
+            },
+            {
+              "node": "Feature",
+              "count": 1240
+            },
+            {
+              "node": "Submitter",
+              "count": 1
+            }
+          ],
+          "has_ipd_allele_release_counts": [
+            {
+              "release_version": "3440",
+              "count": 1000
+            },
+            {
+              "release_version": "3450",
+              "count": 1000
+            },
+            {
+              "release_version": "3460",
+              "count": 1000
+            },
+            {
+              "release_version": "3470",
+              "count": 1000
+            },
+            {
+              "release_version": "3480",
+              "count": 1000
+            },
+            {
+              "release_version": "3490",
+              "count": 1000
+            },
+            {
+              "release_version": "3510",
+              "count": 1000
+            },
+            {
+              "release_version": "3520",
+              "count": 1000
+            }
+          ],
+          "ipd_accession_release_counts": [
+            {
+              "release_version": "3.51.0",
+              "count": 1000
+            },
+            {
+              "release_version": "3.52.0",
+              "count": 8
+            },
+            {
+              "release_version": "3.49.0",
+              "count": 14
+            },
+            {
+              "release_version": "3.48.0",
+              "count": 16
+            },
+            {
+              "release_version": "3.47.0",
+              "count": 12
+            },
+            {
+              "release_version": "3.46.0",
+              "count": 52
+            },
+            {
+              "release_version": "3.45.0",
+              "count": 35
+            },
+            {
+              "release_version": "3.44.0",
+              "count": 18
+            }
+          ]
+        },
+        "post": {
+          "node_counts": [
+            {
+              "node": "GFE",
+              "count": 1232
+            },
+            {
+              "node": "IPD_Accession",
+              "count": 1215
+            },
+            {
+              "node": "IPD_Allele",
+              "count": 1217
+            },
+            {
+              "node": "Sequence",
+              "count": 1232
+            },
+            {
+              "node": "Feature",
+              "count": 1309
+            },
+            {
+              "node": "Submitter",
+              "count": 1
+            }
+          ],
+          "has_ipd_allele_release_counts": [
+            {
+              "release_version": "3430",
+              "count": 1000
+            },
+            {
+              "release_version": "3440",
+              "count": 1000
+            },
+            {
+              "release_version": "3450",
+              "count": 1000
+            },
+            {
+              "release_version": "3460",
+              "count": 1000
+            },
+            {
+              "release_version": "3470",
+              "count": 1000
+            },
+            {
+              "release_version": "3480",
+              "count": 1000
+            },
+            {
+              "release_version": "3490",
+              "count": 1000
+            },
+            {
+              "release_version": "3510",
+              "count": 1000
+            },
+            {
+              "release_version": "3520",
+              "count": 1000
+            }
+          ],
+          "ipd_accession_release_counts": [
+            {
+              "release_version": "3.51.0",
+              "count": 1000
+            },
+            {
+              "release_version": "3.52.0",
+              "count": 8
+            },
+            {
+              "release_version": "3.49.0",
+              "count": 14
+            },
+            {
+              "release_version": "3.48.0",
+              "count": 16
+            },
+            {
+              "release_version": "3.47.0",
+              "count": 12
+            },
+            {
+              "release_version": "3.46.0",
+              "count": 52
+            },
+            {
+              "release_version": "3.45.0",
+              "count": 35
+            },
+            {
+              "release_version": "3.44.0",
+              "count": 18
+            },
+            {
+              "release_version": "3.43.0",
+              "count": 77
+            }
+          ]
+        }
+      },
+      "build": {
+        "validated": [
+          {
+            "ALIGN": "False",
+            "KIR": "False",
+            "LIMIT": "1000",
+            "MEM_PROFILE": "False",
+            "RELEASES": "3430"
+          }
+        ],
+        "build_details": [
+          {
+            "release": "3430",
+            "details": [
+              {
+                "schema": "all_cds",
+                "release": "3430",
+                "file_path": "s3://dev-gfe-db-810526023897-us-east-1/data/3430/csv/all_cds.3430.csv",
+                "cols": [
+                  "gfe_name",
+                  "bp_seq_id",
+                  "bp_sequence",
+                  "aa_seq_id",
+                  "aa_sequence"
+                ],
+                "num_rows": 1000,
+                "created_utc": "2023-07-31T23:37:31.000Z",
+                "details": {
+                  "is_valid_csv_timestamp": true,
+                  "is_valid_csv_filename": true,
+                  "is_valid_csv_headers": true,
+                  "is_valid_csv_rows": true
+                },
+                "num_errors": 0,
+                "is_valid_csv": true
+              },
+              {
+                "schema": "all_features",
+                "release": "3430",
+                "file_path": "s3://dev-gfe-db-810526023897-us-east-1/data/3430/csv/all_features.3430.csv",
+                "cols": [
+                  "accession",
+                  "hash_code",
+                  "locus",
+                  "rank",
+                  "sequence",
+                  "term",
+                  "gfe_name",
+                  "allele_id",
+                  "hla_name",
+                  "imgt_release"
+                ],
+                "num_rows": 11276,
+                "created_utc": "2023-07-31T23:37:31.000Z",
+                "details": {
+                  "is_valid_csv_timestamp": true,
+                  "is_valid_csv_filename": true,
+                  "is_valid_csv_headers": true,
+                  "is_valid_csv_rows": true
+                },
+                "num_errors": 0,
+                "is_valid_csv": true
+              },
+              {
+                "schema": "all_groups",
+                "release": "3430",
+                "file_path": "s3://dev-gfe-db-810526023897-us-east-1/data/3430/csv/all_groups.3430.csv",
+                "cols": [
+                  "gfe_name",
+                  "allele_id",
+                  "hla_name",
+                  "ard_id",
+                  "ard_name",
+                  "locus",
+                  "imgt_release"
+                ],
+                "num_rows": 3000,
+                "created_utc": "2023-07-31T23:37:31.000Z",
+                "details": {
+                  "is_valid_csv_timestamp": true,
+                  "is_valid_csv_filename": true,
+                  "is_valid_csv_headers": true,
+                  "is_valid_csv_rows": true
+                },
+                "num_errors": 0,
+                "is_valid_csv": true
+              },
+              {
+                "schema": "gfe_sequences",
+                "release": "3430",
+                "file_path": "s3://dev-gfe-db-810526023897-us-east-1/data/3430/csv/gfe_sequences.3430.csv",
+                "cols": [
+                  "gfe_name",
+                  "acc_name",
+                  "locus",
+                  "hla_name",
+                  "seq_id",
+                  "sequence",
+                  "length",
+                  "imgt_release"
+                ],
+                "num_rows": 1000,
+                "created_utc": "2023-07-31T23:37:31.000Z",
+                "details": {
+                  "is_valid_csv_timestamp": true,
+                  "is_valid_csv_filename": true,
+                  "is_valid_csv_headers": true,
+                  "is_valid_csv_rows": true
+                },
+                "num_errors": 0,
+                "is_valid_csv": true
+              }
+            ],
+            "errors": [],
+            "expected_artifacts": [
+              "all_cds.3430.csv",
+              "all_features.3430.csv",
+              "all_groups.3430.csv",
+              "gfe_sequences.3430.csv"
+            ],
+            "is_valid_build": true
+          }
+        ],
+        "has_valid_payload": true
+      }
+    },
     "backups": {
       "pre": {
         "DocumentName": "dev-gfe-db-database-Neo4jBackupDocument-nAqIhQzAdtbD",
-        "CommandId": "fe7397bf-2d5e-4299-a9ad-b974bd597e48"
+        "CommandId": "4c01299c-dfaf-4a02-812c-53cd7dabe087"
       }
     }
   }
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/invoke_backup_script/pre-execution-event.json b/gfe-db/pipeline/functions/invoke_backup_script/pre-execution-event.json
index c69fece5..8708a4cd 100644
--- a/gfe-db/pipeline/functions/invoke_backup_script/pre-execution-event.json
+++ b/gfe-db/pipeline/functions/invoke_backup_script/pre-execution-event.json
@@ -5,7 +5,107 @@
         "KIR": "False",
         "LIMIT": "1000",
         "MEM_PROFILE": "False",
-        "RELEASES": "3520"
+        "RELEASES": "3430"
       }
-    ]
+    ],
+    "validations": {
+      "queries": {
+        "pre": {
+          "node_counts": [
+            {
+              "node": "GFE",
+              "count": 1155
+            },
+            {
+              "node": "IPD_Accession",
+              "count": 1142
+            },
+            {
+              "node": "IPD_Allele",
+              "count": 1144
+            },
+            {
+              "node": "Sequence",
+              "count": 1155
+            },
+            {
+              "node": "Feature",
+              "count": 1240
+            },
+            {
+              "node": "Submitter",
+              "count": 1
+            }
+          ],
+          "has_ipd_allele_release_counts": [
+            {
+              "release_version": "3440",
+              "count": 1000
+            },
+            {
+              "release_version": "3450",
+              "count": 1000
+            },
+            {
+              "release_version": "3460",
+              "count": 1000
+            },
+            {
+              "release_version": "3470",
+              "count": 1000
+            },
+            {
+              "release_version": "3480",
+              "count": 1000
+            },
+            {
+              "release_version": "3490",
+              "count": 1000
+            },
+            {
+              "release_version": "3510",
+              "count": 1000
+            },
+            {
+              "release_version": "3520",
+              "count": 1000
+            }
+          ],
+          "ipd_accession_release_counts": [
+            {
+              "release_version": "3.51.0",
+              "count": 1000
+            },
+            {
+              "release_version": "3.52.0",
+              "count": 8
+            },
+            {
+              "release_version": "3.49.0",
+              "count": 14
+            },
+            {
+              "release_version": "3.48.0",
+              "count": 16
+            },
+            {
+              "release_version": "3.47.0",
+              "count": 12
+            },
+            {
+              "release_version": "3.46.0",
+              "count": 52
+            },
+            {
+              "release_version": "3.45.0",
+              "count": 35
+            },
+            {
+              "release_version": "3.44.0",
+              "count": 18
+            }
+          ]
+        }
+      }
+    }
   }
\ No newline at end of file
diff --git a/gfe-db/pipeline/statemachines/pipeline.asl.json b/gfe-db/pipeline/statemachines/pipeline.asl.json
index 1af47f55..0c731b64 100644
--- a/gfe-db/pipeline/statemachines/pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/pipeline.asl.json
@@ -10,7 +10,7 @@
         "Pre-Execution Backup": {
             "Type": "Task",
             "Resource": "${InvokeBackupScriptFunctionArn}",
-            "ResultPath": "$.backups",
+            "ResultPath": "$.backups.pre",
             "Next": "Build Stage"
         },
         "Build Stage": {
@@ -80,9 +80,9 @@
                 "execution_context.$": "$$"
             },
             "ResultPath": "$.validations.build",
-            "Next": "Evaluate Payloads"
+            "Next": "Evaluate Payload"
         },
-        "Evaluate Payloads": {
+        "Evaluate Payload": {
             "Type": "Choice",
             "Choices": [
                 {
@@ -96,7 +96,7 @@
         "Execution Failed": {
             "Type": "Fail",
             "Error": "ExecutionFailed",
-            "Cause": "No valid payloads were generated"
+            "Cause": "No valid payload was generated"
         },
         "Load Stage": {
             "Type": "Map",
@@ -160,8 +160,9 @@
             "Next": "Post-Execution Backup"
         },
         "Post-Execution Backup": {
-            "Type": "Pass",
-            "ResultPath": null,
+            "Type": "Task",
+            "Resource": "${InvokeBackupScriptFunctionArn}",
+            "ResultPath": "$.backups.post",
             "End": true
         }
     }

From 88730f56967c6aa7764563ca618e4c2fce1d3c2e Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Mon, 31 Jul 2023 17:00:39 -0700
Subject: [PATCH 126/367] update README

---
 README.md | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/README.md b/README.md
index 07acee12..1a9311ff 100755
--- a/README.md
+++ b/README.md
@@ -348,25 +348,25 @@ For each invocation the data pipeline will download raw data from [ANHIG/IMGTHLA
 make database.load.run releases="<version>"
 
 # Example for single version
-make database.load.run releases="3510"
+make database.load.run releases=3510
 
 # Example for multiple versions
-make database.load.run releases="3490,3500,3510"
+make database.load.run releases=3490,3500,3510
 
 # Example with limit
-make database.load.run releases="3510" limit="1000"
+make database.load.run releases=3510 limit=1000
 
 # Example with all arguments included
-make database.load.run releases="3510" limit="" align="False" kir="False"
+make database.load.run releases=3510 limit="" align=false kir=false
 ```
 
 These commands build an event payload to send to the `invoke-gfe-db-pipeline` Lambda.
 ```json
 // Test payload example
 {
-  "align": "False",
-  "kir": "False",
-  "mem_profile": "False",
+  "align": false,
+  "kir": false,
+  "mem_profile": false,
   "limit": "",
   "releases": 3510
 }

From eafb009321003541ea92370e55e337c0dc5a7754 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Wed, 2 Aug 2023 14:01:37 -0700
Subject: [PATCH 127/367] handle bad github responses; update limit validation

---
 gfe-db/pipeline/jobs/build/run.sh | 34 +++++++++++++++++++------------
 1 file changed, 21 insertions(+), 13 deletions(-)

diff --git a/gfe-db/pipeline/jobs/build/run.sh b/gfe-db/pipeline/jobs/build/run.sh
index 186a1955..8b4d2563 100755
--- a/gfe-db/pipeline/jobs/build/run.sh
+++ b/gfe-db/pipeline/jobs/build/run.sh
@@ -40,6 +40,7 @@ get_download_url() {
 
     # Print the response
     echo "${response}" | jq -r '.download_url'
+
 }
 
 # Takes the download url and downloads the asset
@@ -48,14 +49,16 @@ get_asset() {
     asset_path="$2"
 
     # Download the asset
-    curl -sSL -o "${asset_path}" -w 'Downloaded %{url_effective} - HTTP status %{http_code} - Total time %{time_total}\n' "${download_url}"
-    if [[ $? -ne 0 ]]; then
-        echo "Download failed for URL ${download_url}"
+    response=$(curl -sSL -o "${asset_path}" -w "%{http_code}" "${download_url}")
+
+    if [ "$response" -ne 200 ]; then
+        echo "Failed to download asset. HTTP response code: $response"
+        exit 1
+    else
+        echo "Successfully downloaded asset. HTTP response code: $response"
     fi
 }
 
-# EVENT="{\"version\":3470,\"commit_sha\":\"cada41a6bfac5a8bf88ed2107a0b856b9b9785a0\",\"input_parameters\":{\"align\":false,\"kir\":false,\"mem_profile\":false,\"limit\":-1},\"s3_path\":\"s3://dev-gfe-db-531868584498-us-east-1/data/3470/csv/\",\"state\":{\"commit__sha\":\"cada41a6bfac5a8bf88ed2107a0b856b9b9785a0\",\"commit__date_utc\":\"2022-03-15T14:27:59Z\",\"commit__html_url\":\"https://github.com/ANHIG/IMGTHLA/commit/cada41a6bfac5a8bf88ed2107a0b856b9b9785a0\",\"commit__message\":\"Merge pull request #299 from ANHIG/3470\n\nUpdate to xml/hla.xml.zip correcting meta data\",\"repository__name\":\"IMGTHLA\",\"created_utc\":\"2023-06-13T23:31:50Z\",\"repository__owner\":\"ANHIG\",\"repository__url\":\"https://github.com/ANHIG/IMGTHLA\",\"execution__version\":\"3470\"}}"
-
 if [[ -z "${EVENT}" ]]; then
 	echo "No event found. Exiting..."
     exit 1
@@ -67,8 +70,8 @@ fi
 # parse event
 version=$(echo "$EVENT" | jq -r '.version')
 commit_sha=$(echo "$EVENT" | jq -r '.commit_sha')
-repository_owner=$(echo "$EVENT" | jq -r '.state.repository__owner')
-repository_name=$(echo "$EVENT" | jq -r '.state.repository__name')
+repository_owner=$(echo "$EVENT" | jq -r '.state.repository.owner')
+repository_name=$(echo "$EVENT" | jq -r '.state.repository.name')
 align=$(echo "$EVENT" | jq -r '.input_parameters.align')
 kir=$(echo "$EVENT" | jq -r '.input_parameters.kir')
 mem_profile=$(echo "$EVENT" | jq -r '.input_parameters.mem_profile')
@@ -77,17 +80,20 @@ limit=$(echo "$EVENT" | jq -r '.input_parameters.limit')
 
 # Refactor the above variable validations into a for loop
 for var in version commit_sha align kir mem_profile limit repository_owner repository_name; do
-    if [[ -z "${!var}" ]]; then
+    if [[ -z "${!var}" ]] || [[ "${!var}" == "null" ]]; then
         echo "$var not set. Please specify a value."
         exit 1
     fi
     echo "$var: ${!var}"
 done
 
-if [[ -z "${limit}" ]]; then
-	echo "No limit set, building GFEs for all alleles"
+if [[ "${limit}" == "-1" ]] || [[ -z "${limit}" ]]; then
+    echo "No limit set, building GFEs for all alleles"
+elif [[ "${limit}" =~ ^[0-9]+$ ]] && [[ "${limit}" -gt 0 ]]; then
+    echo "Build is limited to $limit alleles"
 else
-	echo "Build is limited to $limit alleles"
+    echo "Invalid limit specified. Please specify a positive integer or -1 for no limit."
+    exit 1
 fi
 
 echo "Found environment variables"
@@ -160,7 +166,7 @@ fi
 
 # Builds CSV files
 # TODO booleans for kir, align, mem_profile are lower case, limit is now -1 instead of none
-python "$SRC_DIR"/app.py \
+python3 "$SRC_DIR"/app.py \
 	-o "$DATA_DIR/$version/csv" \
 	-r "$version" \
 	$KIRFLAG \
@@ -172,7 +178,9 @@ python "$SRC_DIR"/app.py \
 
 # TODO: Use this S3 hierarchy: root/release/data/csv | logs
 echo -e "Uploading data to s3://$GFE_BUCKET/data/$version"
-aws s3 --recursive --quiet cp "$DATA_DIR/$version/" s3://$GFE_BUCKET/data/$version/
+res=$(aws s3 cp --recursive "$DATA_DIR/$version/" "s3://$GFE_BUCKET/data/$version/")
+
+echo $res
 
 if [ "$mem_profile" == "true" ]; then
 	mv "$LOGS_DIR/mem_profile_agg.txt" "$LOGS_DIR/mem_profile_agg.$version.txt"

From 478c4173126f451c2ba8937c5bc85a87a1f9daf6 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Wed, 2 Aug 2023 14:43:10 -0700
Subject: [PATCH 128/367] fix typos and minor changes

---
 Makefile                                      |  6 +-
 gfe-db/database/config/scripts/load_db.sh     |  2 +-
 gfe-db/database/template.yaml                 |  3 +-
 .../functions/check_source_update/app.py      |  5 -
 .../functions/invoke_update_pipeline/app.py   | 16 ++--
 .../functions/validate_build_output/app.py    |  6 +-
 .../validate_build_output/error-event.json    | 92 ++++++++++++++++---
 7 files changed, 93 insertions(+), 37 deletions(-)

diff --git a/Makefile b/Makefile
index df63cb61..450586b4 100644
--- a/Makefile
+++ b/Makefile
@@ -60,16 +60,16 @@ ifndef AWS_PROFILE
 $(error AWS_PROFILE is not set. Please select an AWS profile to use.)
 endif
 ifndef GITHUB_REPOSITORY_OWNER
-$(error GITHUB_REPOSITORY_OWNER is not set. Please add GITHUB_PERSONAL_ACCESS_TOKEN to the environment variables.)
+$(error GITHUB_REPOSITORY_OWNER is not set. Please add GITHUB_REPOSITORY_OWNER to the environment variables.)
 endif
 ifndef GITHUB_REPOSITORY_NAME
-$(error GITHUB_REPOSITORY_NAME is not set. Please add GITHUB_PERSONAL_ACCESS_TOKEN to the environment variables.)
+$(error GITHUB_REPOSITORY_NAME is not set. Please add GITHUB_REPOSITORY_NAME to the environment variables.)
 endif
 ifndef GITHUB_PERSONAL_ACCESS_TOKEN
 $(error GITHUB_PERSONAL_ACCESS_TOKEN is not set. Please add GITHUB_PERSONAL_ACCESS_TOKEN to the environment variables.)
 endif
 ifndef CONFIG_S3_PATH
-$(error CONFIG_S3_PATH is not set. Please add GITHUB_PERSONAL_ACCESS_TOKEN to the environment variables.)
+$(error CONFIG_S3_PATH is not set. Please add CONFIG_S3_PATH to the environment variables.)
 endif
 ifndef HOST_DOMAIN
 $(error HOST_DOMAIN is not set. Please add HOST_DOMAIN to the environment variables.)
diff --git a/gfe-db/database/config/scripts/load_db.sh b/gfe-db/database/config/scripts/load_db.sh
index 062b43bf..07adc227 100644
--- a/gfe-db/database/config/scripts/load_db.sh
+++ b/gfe-db/database/config/scripts/load_db.sh
@@ -39,7 +39,7 @@ fi
 # Get Neo4j Credentials
 NEO4J_CREDENTIALS=$(aws secretsmanager get-secret-value \
     --region $AWS_REGION \
-    --secret-id "/${APP_NAME}/${STAGE}/${AWS::Region}/Neo4jCredentials" | jq -r '.SecretString') # TODO update path to use "/${AppName}/${Stage}/${AWS::Region}/
+    --secret-id "/${APP_NAME}/${STAGE}/${AWS_REGION}/Neo4jCredentials" | jq -r '.SecretString') # TODO update path to use "/${AppName}/${Stage}/${AWS_REGION}/
 NEO4J_USERNAME=$(echo $NEO4J_CREDENTIALS | jq -r '.NEO4J_USERNAME')
 NEO4J_PASSWORD=$(echo $NEO4J_CREDENTIALS | jq -r '.NEO4J_PASSWORD')
 
diff --git a/gfe-db/database/template.yaml b/gfe-db/database/template.yaml
index 475b8f76..fabe2467 100644
--- a/gfe-db/database/template.yaml
+++ b/gfe-db/database/template.yaml
@@ -229,7 +229,6 @@ Resources:
         - arn:aws:iam::aws:policy/CloudWatchAgentServerPolicy
         - arn:aws:iam::aws:policy/AmazonSSMManagedInstanceCore
       Path: /
-      # TODO parameterize resource ARNs
       Policies:
         - PolicyName: !Sub '${Stage}-${AppName}-Neo4jDatabasePolicy'
           PolicyDocument:
@@ -259,7 +258,7 @@ Resources:
                   - "secretsmanager:GetSecretValue"
                   - "secretsmanager:DescribeSecret"
                 Resource: 
-                  - !Ref Neo4jCredentialsSecret
+                  - !Sub 'arn:aws:secretsmanager:${AWS::Region}:${AWS::AccountId}:secret:/${AppName}/${Stage}/${AWS::Region}/Neo4jCredentials*'
               - Effect: "Allow"
                 Action: 
                   - "states:GetActivityTask"
diff --git a/gfe-db/pipeline/functions/check_source_update/app.py b/gfe-db/pipeline/functions/check_source_update/app.py
index 82826e29..8fae9dc9 100644
--- a/gfe-db/pipeline/functions/check_source_update/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/app.py
@@ -26,7 +26,6 @@
     ExecutionDetailsConfig,
     ExecutionPayloadItem,
 )
-# TODO update after refactor
 from gfedbmodels.utils import (
     get_utc_now,
     restore_nested_json,
@@ -84,10 +83,6 @@ def lambda_handler(event, context):
             message = "No execution items found"
             logger.error(message)
             raise Exception(message)
-            # return {
-            #     "statusCode": 500,
-            #     "body": json.dumps({"message": message}),
-            # }
 
         # Get the most recent commits from github since the most recent commit date retrieved from DynamoDB
         commits = get_most_recent_commits(execution_state)
diff --git a/gfe-db/pipeline/functions/invoke_update_pipeline/app.py b/gfe-db/pipeline/functions/invoke_update_pipeline/app.py
index 3390d1b7..1838ac00 100644
--- a/gfe-db/pipeline/functions/invoke_update_pipeline/app.py
+++ b/gfe-db/pipeline/functions/invoke_update_pipeline/app.py
@@ -64,14 +64,14 @@ def lambda_handler(event, context):
 
             execution_arns.append(response["executionArn"])
 
-            try:
-                response = sqs.delete_message(
-                    QueueUrl=gfe_db_processing_queue_url,
-                    ReceiptHandle=record["receiptHandle"],
-                )
-                logger.info(f"Message deleted from queue")
-            except Exception as e:
-                logger.error(f"Error deleting message from queue: {e}")
+            # try:
+            #     response = sqs.delete_message(
+            #         QueueUrl=gfe_db_processing_queue_url,
+            #         ReceiptHandle=record["receiptHandle"],
+            #     )
+            #     logger.info(f"Message deleted from queue")
+            # except Exception as e:
+            #     logger.error(f"Error deleting message from queue: {e}")
 
         except Exception as e:
             import traceback
diff --git a/gfe-db/pipeline/functions/validate_build_output/app.py b/gfe-db/pipeline/functions/validate_build_output/app.py
index c5eb7558..0119ab21 100644
--- a/gfe-db/pipeline/functions/validate_build_output/app.py
+++ b/gfe-db/pipeline/functions/validate_build_output/app.py
@@ -48,7 +48,7 @@ def lambda_handler(event, context):
         # validate_schema: validate CSV headers by comparing to schema map
         df = load_csv_from_s3(file_path)
         if not set(df.columns) == set(csv_headers[schema]):
-            raise Exception(f"Columns in {file_path} do not match schema for {schema}")
+            raise Exception(f"Columns in {file_path} do not match schema for {schema}:\n\tCSV headers: {df.columns}\n\tSchema headers: {csv_headers[schema]}")
 
         # validate_rows: validate CSV data by confirming that rows exist
         if len(df) == 0:
@@ -99,7 +99,7 @@ def lambda_handler(event, context):
     ],
     "gfe_sequences": [
         "gfe_name",
-        "allele_id",
+        "acc_name",
         "locus",
         "hla_name",
         "seq_id",
@@ -129,7 +129,7 @@ def load_csv_from_s3(path: str) -> dict:
 if __name__ == "__main__":
     from pathlib import Path
 
-    path = Path(__file__).parent / "event.json"
+    path = Path(__file__).parent / "error-event.json"
 
     with open(path, "r") as file:
         event = json.load(file)
diff --git a/gfe-db/pipeline/functions/validate_build_output/error-event.json b/gfe-db/pipeline/functions/validate_build_output/error-event.json
index 6fd67ed4..8cba5086 100644
--- a/gfe-db/pipeline/functions/validate_build_output/error-event.json
+++ b/gfe-db/pipeline/functions/validate_build_output/error-event.json
@@ -1,29 +1,91 @@
 {
-    "version": 3470,
-    "commit_sha": "cada41a6bfac5a8bf88ed2107a0b856b9b9785a0",
+    "version": 3530,
+    "commit_sha": "359b8c8634db73b939496c53643cc0fae7f22a58",
     "input_parameters": {
       "align": false,
       "kir": false,
       "mem_profile": false,
-      "limit": -1
+      "limit": 100
     },
-    "s3_path": "s3://dev-gfe-db-531868584498-us-east-1/data/3470/csv/",
+    "s3_path": "s3://dev-gfe-db-810526023897-us-east-1/data/3530",
+    "receipt_handle": "AQEBNH+Jb9yckXV/gctxaRxHmoWTT1iYILc65x3eTF9jX4nQCmiTaTXV4gKeMJXDBm0dv41tNP/u3Lag3fJVD8l+e21ZXVmMKQEju4nV73wB6gBKmIFtEF0OuBLcWJwVHENCLOpJYtzo1NCT757PSym9b6cM7mM3QlwpZVrhjC5QUAoEX6fllySm/B/BX9KN00Tre0T201F4hRDw9JJmEn4r/haazHVgXmiL0iES76hxVssotuSnaXouzMslUqjhWFcmPY7OHOssD8OlroEqltfPrXm8p5fvjsVkxurF6jX0UA13NFEBvwCGIcCUXqaCii/JtFq0ZnwMVThCV7hw+eE5P5qwsx7t5iJtl5Nqgv8z6tyP/BYEOJpItZXZ+8UIuG4DhZLC2QKMyYgDpxlNYviQYAC1k1sYSb3WYiNCKd7bQmkmaT9Ci0LCB9RVzwFq2LYg",
     "state": {
-      "commit__sha": "cada41a6bfac5a8bf88ed2107a0b856b9b9785a0",
-      "commit__date_utc": "2022-03-15T14:27:59Z",
-      "commit__html_url": "https://github.com/ANHIG/IMGTHLA/commit/cada41a6bfac5a8bf88ed2107a0b856b9b9785a0",
-      "commit__message": "Merge pull request #299 from ANHIG/3470\n\nUpdate to xml/hla.xml.zip correcting meta data",
-      "repository__name": "IMGTHLA",
-      "created_utc": "2023-06-13T23:31:50Z",
-      "repository__owner": "ANHIG",
-      "repository__url": "https://github.com/ANHIG/IMGTHLA",
-      "execution__version": "3470"
+      "created_utc": "2023-08-02T19:24:26.095Z",
+      "updated_utc": "2023-08-02T19:28:56.665Z",
+      "repository": {
+        "owner": "ANHIG",
+        "name": "IMGTHLA",
+        "url": "https://github.com/ANHIG/IMGTHLA"
+      },
+      "commit": {
+        "sha": "359b8c8634db73b939496c53643cc0fae7f22a58",
+        "date_utc": "2023-07-26T16:17:33Z",
+        "message": "Merge pull request #341 from ANHIG/3530\n\nDocumented changes to the hla.xml releasestatus and release comments …",
+        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/359b8c8634db73b939496c53643cc0fae7f22a58"
+      },
+      "execution": {
+        "version": 3530,
+        "status": "FAILED",
+        "date_utc": "2023-08-02T19:24:29.312Z",
+        "input_parameters": {
+          "align": false,
+          "kir": false,
+          "mem_profile": false,
+          "limit": -1
+        }
+      }
     },
     "s3_response": {
+      "Contents": [
+        {
+          "ETag": "\"9058a1392f371647568b2a72ca419ac0\"",
+          "Key": "data/3530/csv/all_cds.3530.csv",
+          "LastModified": "2023-08-02T20:44:05Z",
+          "Owner": {
+            "DisplayName": "gclindsey+awstesting",
+            "Id": "c7bf5cd354a38116b91f478b895cf40889f01091a7d26941d8a367727278b611"
+          },
+          "Size": 157185,
+          "StorageClass": "STANDARD"
+        },
+        {
+          "ETag": "\"e679db64af1411368d6dbe0ee1c2d0d7\"",
+          "Key": "data/3530/csv/all_features.3530.csv",
+          "LastModified": "2023-08-02T20:44:05Z",
+          "Owner": {
+            "DisplayName": "gclindsey+awstesting",
+            "Id": "c7bf5cd354a38116b91f478b895cf40889f01091a7d26941d8a367727278b611"
+          },
+          "Size": 481636,
+          "StorageClass": "STANDARD"
+        },
+        {
+          "ETag": "\"1cfd0d05dc456f6adecbd9ff076944f6\"",
+          "Key": "data/3530/csv/all_groups.3530.csv",
+          "LastModified": "2023-08-02T20:44:05Z",
+          "Owner": {
+            "DisplayName": "gclindsey+awstesting",
+            "Id": "c7bf5cd354a38116b91f478b895cf40889f01091a7d26941d8a367727278b611"
+          },
+          "Size": 30258,
+          "StorageClass": "STANDARD"
+        },
+        {
+          "ETag": "\"b47abe91dd262dc4ea7e9d25f145d30f\"",
+          "Key": "data/3530/csv/gfe_sequences.3530.csv",
+          "LastModified": "2023-08-02T20:44:05Z",
+          "Owner": {
+            "DisplayName": "gclindsey+awstesting",
+            "Id": "c7bf5cd354a38116b91f478b895cf40889f01091a7d26941d8a367727278b611"
+          },
+          "Size": 321855,
+          "StorageClass": "STANDARD"
+        }
+      ],
       "IsTruncated": false,
       "Marker": "",
       "MaxKeys": 1000,
-      "Name": "dev-gfe-db-531868584498-us-east-1",
-      "Prefix": "data/3470/csv/"
+      "Name": "dev-gfe-db-810526023897-us-east-1",
+      "Prefix": "data/3530/csv/"
     }
   }
\ No newline at end of file

From f8003f9e6441aad11e6a15da9dd347221dc7b193 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Wed, 2 Aug 2023 14:43:32 -0700
Subject: [PATCH 129/367] add missing lambda layer

---
 gfe-db/pipeline/template.yaml | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 89af1365..fa01592a 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -785,6 +785,8 @@ Resources:
       CodeUri: functions/invoke_load_script/
       Handler: app.lambda_handler
       Runtime: python3.10
+      Layers:
+        - !Ref GfeDbModelsLayer
       MemorySize: 256
       Timeout: 60
       Architectures:

From f0a45962dd4ad7999cf34575baa29bc36488ac11 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Wed, 2 Aug 2023 14:45:32 -0700
Subject: [PATCH 130/367] validate limit parameter

---
 .../lambda_layers/gfe_db_models/gfedbmodels/types.py   | 10 ++++++++++
 1 file changed, 10 insertions(+)

diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
index 418ba96a..e2fdcad6 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
@@ -94,6 +94,16 @@ class InputParameters(BaseModel):
     mem_profile: bool
     limit: Optional[int] = None
 
+    # validate that limit is an integer equalt to -1 or greater than 0 but not equal to 0
+    @validator("limit")
+    def limit_is_valid(cls, v):
+        if v == -1:
+            return v
+        elif v > 0:
+            return v
+        else:
+            raise ValueError("Limit must be an integer equal to -1 or greater than 0")
+
 
 class ExcludedCommitShas(BaseModel):
     description: Optional[str] = None

From 8dde20e7ae4699c2391c84ea9db511065eb6861c Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 4 Aug 2023 13:46:48 -0700
Subject: [PATCH 131/367] correct boolean formatting for JSON

---
 Makefile | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/Makefile b/Makefile
index 450586b4..b7b341a9 100644
--- a/Makefile
+++ b/Makefile
@@ -146,17 +146,17 @@ monitoring.subscribe-email:
 	$(MAKE) -C ${APP_NAME}/infrastructure service.monitoring.subscribe-email
 
 # TODO fix output & error handling
-database.load.run: # args: align, kir, limit, releases
+database.load.run: # args: align, kir, limit, release
 	@echo "Confirm payload:" && \
-	[ "$$align" ] && align="$$align" || align="False" && \
-	[ "$$kir" ] && kir="$$kir" || kir="False" && \
+	[ "$$align" ] && align="$$align" || align=false && \
+	[ "$$kir" ] && kir="$$kir" || kir=false && \
 	[ "$$limit" ] && limit="$$limit" || limit="" && \
-	[ "$$releases" ] && releases="$$releases" || releases="" && \
-	payload="{ \"align\": \"$$align\", \"kir\": \"$$kir\", \"limit\": \"$$limit\", \"releases\": \"$$releases\", \"mem_profile\": \"False\" }" && \
+	[ "$$release" ] && release="$$release" || release="" && \
+	payload="{ \"align\": $$align, \"kir\": $$kir, \"limit\": $$limit, \"release\": $$release, \"mem_profile\": false }" && \
 	echo "$$payload" | jq -r && \
 	echo "$$payload" | jq > payload.json
 	@echo "Run pipeline with this payload? [y/N] \c " && read ans && [ $${ans:-N} = y ]
-	@function_name="${STAGE}"-"${APP_NAME}"-"$$(cat ${APP_NAME}/pipeline/functions/environment.json | jq -r '.Functions.InvokePipeline.FunctionConfiguration.FunctionName')" && \
+	@function_name="${STAGE}"-"${APP_NAME}"-"$$(cat ${APP_NAME}/pipeline/functions/environment.json | jq -r '.Functions.CheckSourceUpdate.FunctionConfiguration.FunctionName')" && \
 	echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Invoking $$function_name..." 2>&1 | tee -a ${CFN_LOG_PATH} && \
 	echo "Payload:" >> ${CFN_LOG_PATH} && \
 	cat payload.json >> ${CFN_LOG_PATH} && \

From 79ef61123afbd370f7766fa01a73fdfc559f23e9 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 4 Aug 2023 15:02:06 -0700
Subject: [PATCH 132/367] manually trigger execution for specific release
 version

---
 .../functions/check_source_update/app.py      | 186 +++++++++++-------
 .../functions/check_source_update/event.json  |  12 +-
 .../gfe_db_models/gfedbmodels/types.py        |   6 +-
 3 files changed, 119 insertions(+), 85 deletions(-)

diff --git a/gfe-db/pipeline/functions/check_source_update/app.py b/gfe-db/pipeline/functions/check_source_update/app.py
index 8fae9dc9..50fdf019 100644
--- a/gfe-db/pipeline/functions/check_source_update/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/app.py
@@ -1,10 +1,16 @@
 """
-Checks a GitHub repository for new commits and triggers data ingestion. This function processes
+Checks a GitHub repository against app state for new commits and triggers data ingestion. This function processes
 only the releases that it finds. To process specific releases, use a different method.
 
+The execution state table is used to track the state of the application. It uses a composite key of
+- commit__sha (hash or primary key)
+- execution__version (range or sort key)
+
+There will usually be multiple commits for each release, so the script will determine the most recent commit for each and process only that.
+
 Note: this function is only responsible for checking and processing the most recent commits. It is not responsible for 
-syncing state. If old items are deleted on the Execution state table while the most recent commits remain, 
-this function will not reprocess the deleted items.
+syncing state. If old commits are deleted on the Execution state table while the most recent commits remain, 
+this function will not reprocess the deleted commits.
 """
 import os
 if __name__ != "app":
@@ -14,12 +20,13 @@
     sys.path.append(os.environ["GFEDBMODELS_PATH"])
 import logging
 from decimal import Decimal
-from datetime import datetime, timedelta
+from datetime import timedelta
 import json
 from gfedbmodels.constants import session, pipeline
 from gfedbmodels.types import (
     str_to_datetime,
     str_from_datetime,
+    InputParameters,
     ExecutionStateItem,
     RepositoryConfig,
     Commit,
@@ -70,11 +77,13 @@
 gfedb_processing_queue = queue.Queue(gfedb_processing_queue_url)
 
 def lambda_handler(event, context):
-    # logger.info(json.dumps(event))
     utc_now = get_utc_now()
+    logger.info(json.dumps(event))
 
     try:
-        # Get items from state table
+        ### Get the app state and compare with the repository ###
+
+        # 1) Get all items from state table
         logger.info(f"Fetching execution state from {execution_state_table_name}")
         table = dynamodb.Table(execution_state_table_name)
         execution_state = get_execution_state(table)
@@ -84,68 +93,95 @@ def lambda_handler(event, context):
             logger.error(message)
             raise Exception(message)
 
-        # Get the most recent commits from github since the most recent commit date retrieved from DynamoDB
-        commits = get_most_recent_commits(execution_state)
-
-        if not commits:
-            message = "No new commits found"
-            logger.info(message)
-            return {
-                "statusCode": 200,
-                "body": json.dumps({"message": message}),
-            }
-        
-        logger.info(
-            f"Found {len(commits)} commit(s) not yet processed\n{json.dumps([commit['sha'] for commit in commits], indent=2)}"
-        )
+        # Handle manually triggered pipeline execution
+        if "release" in event:
+            # extract the most recent record for the release value passed in the event
+            commits_with_releases = list(filter(
+                lambda record: record.execution.version == event["release"],
+                execution_state
+            ))
+
+            # Set input parameters for manual pipeline execution from event
+            input_parameters = InputParameters(**event)
 
-        # Get the release version for each commit and create a new state record
-        logger.info(f"Getting release versions")
-        commits_with_releases = []
-        for commit in commits:
-            sha = commit["sha"]
-
-            # Loop through available file assets containing release version information
-            for asset_config in source_repo_config.target_metadata_config.items:
-                try:
-                    release_version = get_release_version_for_commit(
-                        commit=commit, 
-                        owner=GITHUB_REPOSITORY_OWNER,
-                        repo=GITHUB_REPOSITORY_NAME,
-                        token=GITHUB_PERSONAL_ACCESS_TOKEN,
-                        **asset_config.model_dump()
-                    )
-                    logger.info(
-                        f"Found release version {release_version} for commit {sha}"
-                    )
-                    execution_detail = ExecutionDetailsConfig(
-                        **{"version": release_version, "status": "NOT_PROCESSED"}
-                    )
-                    repository_config = RepositoryConfig(
-                        **{
-                            "owner": GITHUB_REPOSITORY_OWNER,
-                            "name": GITHUB_REPOSITORY_NAME,
-                            "url": f"https://github.com/{GITHUB_REPOSITORY_OWNER}/{GITHUB_REPOSITORY_NAME}",
-                            # TODO remove default params from state table, they are retrieved from source config file in S3
-                            "default_input_parameters": source_repo_config.default_input_parameters,
-                        }
-                    )
-                    execution_state_item = ExecutionStateItem(
-                        created_utc=utc_now,
-                        execution=execution_detail,
-                        repository=repository_config,
-                        commit=Commit.from_response_json(commit),
-                    )
-                    commits_with_releases.append(execution_state_item)
-                    # break the loop if successful
-                    break
-                except Exception as e:
-                    logger.info(f"Error getting release version for commit {sha}: {e}")
-
-        ### Trigger the build process for each release with the most recent commit for that version ###
+        # Handle automated pipeline execution
+        else:
+
+            # Use default parameters for automated pipeline execution
+            input_parameters = source_repo_config.default_input_parameters
+            # 2) Get the most recent commits from github since the most recent commit date retrieved from DynamoDB
+            commits = get_most_recent_commits(execution_state)
+
+            # Return if no commits are found, otherwise process the new commits
+            if not commits:
+                message = "No new commits found"
+                logger.info(message)
+                return {
+                    "statusCode": 200,
+                    "body": json.dumps({"message": message}),
+                }
+            
+            logger.info(
+                f"Found {len(commits)} commit(s) not yet processed\n{json.dumps([commit['sha'] for commit in commits], indent=2)}"
+            )
+
+            # Get the release version for each new commit and create a new state record
+            logger.info(f"Getting release versions")
+            commits_with_releases = []
+            for commit in commits:
+                sha = commit["sha"]
+
+                # Loop through available file assets containing release version metadata
+                for asset_config in source_repo_config.target_metadata_config.items:
+                    try:
+
+                        # Get the release version for the commit by examining file asset contents
+                        release_version = get_release_version_for_commit(
+                            commit=commit, 
+                            owner=GITHUB_REPOSITORY_OWNER,
+                            repo=GITHUB_REPOSITORY_NAME,
+                            token=GITHUB_PERSONAL_ACCESS_TOKEN,
+                            **asset_config.model_dump()
+                        )
+                        logger.info(
+                            f"Found release version {release_version} for commit {sha}"
+                        )
+
+                        # Build the execution object to be stored in the state table (`execution__*` fields)
+                        execution_detail = ExecutionDetailsConfig(
+                            **{"version": release_version, "status": "NOT_PROCESSED"}
+                        )
+
+                        # Build the repository object to be stored in the state table (`repository__*` fields)
+                        repository_config = RepositoryConfig(
+                            **{
+                                "owner": GITHUB_REPOSITORY_OWNER,
+                                "name": GITHUB_REPOSITORY_NAME,
+                                "url": f"https://github.com/{GITHUB_REPOSITORY_OWNER}/{GITHUB_REPOSITORY_NAME}",
+                                # TODO remove default params from state table, they are retrieved from source config file in S3
+                                # "default_input_parameters": source_repo_config.default_input_parameters,
+                            }
+                        )
+
+                        # Assemble the execution state item for the new commit
+                        execution_state_item = ExecutionStateItem(
+                            created_utc=utc_now,
+                            execution=execution_detail,
+                            repository=repository_config,
+                            commit=Commit.from_response_json(commit),
+                        )
+                        commits_with_releases.append(execution_state_item)
+                        # break the loop if successful
+                        break
+                    except Exception as e:
+                        logger.info(f"Error getting release version for commit {sha}: {e}")
+
+        ### Process each release using the most recent commit for that version ###
         logger.info("Updating execution state")
-        # 1) Mark the most recent commit for each release as PENDING
-        input_parameters = source_repo_config.default_input_parameters
+
+        # 1a) Mark the most recent commit for each release as PENDING
+        # input_parameters = source_repo_config.default_input_parameters
+        recent_commits_for_release = select_most_recent_commit_for_release(commits_with_releases)
         pending_commits = [
             update_execution_state_item(
                 execution_state_item=commit,
@@ -153,11 +189,11 @@ def lambda_handler(event, context):
                 timestamp=utc_now,
                 input_parameters=input_parameters,
             )
-            for item in select_most_recent_commit_for_release(commits_with_releases)
+            for item in recent_commits_for_release
             for commit in item.values()
         ]
 
-        # 2) Mark the older commits for each release as SKIPPED
+        # 1b) Mark the older commits for each release as SKIPPED
         skipped_commits = [
             update_execution_state_item(
             execution_state_item=commit, 
@@ -167,13 +203,13 @@ def lambda_handler(event, context):
             if commit not in pending_commits
         ]
 
-        # 3) Update the state table with the new commits, order by commit.date_utc descending
+        # 1c) Combine the pending and skipped commits
         new_execution_state = pending_commits + skipped_commits
         new_execution_state = sorted(
             new_execution_state, key=lambda x: x.commit.date_utc, reverse=False
         )
 
-        # 4) Flatten, filter nulls and load the processed records to the state table (DynamoDB payload)
+        # 2) Preprocess the records for the state table (DynamoDB payload)
         items = [
             filter_null_fields(
                 flatten_json(
@@ -187,6 +223,9 @@ def lambda_handler(event, context):
             for item in new_execution_state
         ]
 
+        logger.info(f'Adding items to state table: {json.dumps(items, indent=2)}')
+
+        # 3) Load new commit records to the state table
         if len(items) > 0:
             with table.batch_writer() as batch:
                 logger.info(
@@ -198,7 +237,7 @@ def lambda_handler(event, context):
         else:
             raise Exception("Commits were found but the DynamoDB payload is empty")
 
-        # 5) Send pending commits to the state machine for further processing
+        # 4) Send pending commits to the state machine for build and load
         execution_payload = [
             ExecutionPayloadItem.from_execution_state_item(item).model_dump()
             for item in pending_commits
@@ -209,7 +248,6 @@ def lambda_handler(event, context):
         for item in execution_payload:
             gfedb_processing_queue.send_message(MessageBody=json.dumps(item))
 
-        # TODO log out the commits that were skipped and pending
         message = f"Queued {len(execution_payload)} release(s) for processing\n{execution_payload}"
         logger.info(message)
         return {
@@ -221,10 +259,6 @@ def lambda_handler(event, context):
 
         message = f"Error processing releases: {e}\n{traceback.format_exc()}\n{json.dumps(event)}"
         logger.error(message)
-        # return {
-        #     "statusCode": 500,
-        #     "body": json.dumps({"message": message}),
-        # }
         raise Exception(message)
 
 
diff --git a/gfe-db/pipeline/functions/check_source_update/event.json b/gfe-db/pipeline/functions/check_source_update/event.json
index 8b38c38a..c4c044b6 100644
--- a/gfe-db/pipeline/functions/check_source_update/event.json
+++ b/gfe-db/pipeline/functions/check_source_update/event.json
@@ -1,7 +1,7 @@
 {
-  "align": "False",
-  "kir": "False",
-  "mem_profile": "False",
-  "limit": "",
-  "releases": 3470
-}
+    "align": false,
+    "kir": false,
+    "limit": 1000,
+    "release": 3500,
+    "mem_profile": false
+}
\ No newline at end of file
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
index e2fdcad6..27a57297 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
@@ -6,6 +6,7 @@
 from .utils import restore_nested_json, filter_nested_nulls
 
 # ExecutionState is changed using Step Functions DynamoDB states
+# NOT_PROCESSED: never processed (set by CheckSourceUpdate) ✅
 # SKIPPED: never processed (set by CheckSourceUpdate) ✅
 # PENDING: state machine execution started (set by CheckSourceUpdate) ✅
 # IN_PROGRESS: batch build job triggered (set by state machine) ✅
@@ -19,8 +20,7 @@
     "PENDING",
     "IN_PROGRESS",
     "SUCCESS",
-    "FAILED",
-    None,
+    "FAILED"
 ]
 
 
@@ -92,7 +92,7 @@ class InputParameters(BaseModel):
     align: bool
     kir: bool
     mem_profile: bool
-    limit: Optional[int] = None
+    limit: Optional[int] = -1
 
     # validate that limit is an integer equalt to -1 or greater than 0 but not equal to 0
     @validator("limit")

From 658f5c3fe0c9b37a5d7813f5379d530bf27f1776 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 4 Aug 2023 15:28:35 -0700
Subject: [PATCH 133/367] handle multiple releases in user input

---
 Makefile                                      |  8 ++++----
 .../functions/check_source_update/app.py      | 20 ++++++++++++-------
 .../{event.json => user-event.json}           |  4 ++--
 3 files changed, 19 insertions(+), 13 deletions(-)
 rename gfe-db/pipeline/functions/check_source_update/{event.json => user-event.json} (58%)

diff --git a/Makefile b/Makefile
index b7b341a9..2891820f 100644
--- a/Makefile
+++ b/Makefile
@@ -146,13 +146,13 @@ monitoring.subscribe-email:
 	$(MAKE) -C ${APP_NAME}/infrastructure service.monitoring.subscribe-email
 
 # TODO fix output & error handling
-database.load.run: # args: align, kir, limit, release
+database.load.run: # args: align, kir, limit, releases
 	@echo "Confirm payload:" && \
 	[ "$$align" ] && align="$$align" || align=false && \
 	[ "$$kir" ] && kir="$$kir" || kir=false && \
-	[ "$$limit" ] && limit="$$limit" || limit="" && \
-	[ "$$release" ] && release="$$release" || release="" && \
-	payload="{ \"align\": $$align, \"kir\": $$kir, \"limit\": $$limit, \"release\": $$release, \"mem_profile\": false }" && \
+	[ "$$limit" ] && limit="$$limit" || limit="-1" && \
+	[ "$$releases" ] && releases=$$releases || releases="" && \
+	payload="{ \"align\": $$align, \"kir\": $$kir, \"limit\": $$limit, \"releases\": \"$$releases\", \"mem_profile\": false }" && \
 	echo "$$payload" | jq -r && \
 	echo "$$payload" | jq > payload.json
 	@echo "Run pipeline with this payload? [y/N] \c " && read ans && [ $${ans:-N} = y ]
diff --git a/gfe-db/pipeline/functions/check_source_update/app.py b/gfe-db/pipeline/functions/check_source_update/app.py
index 50fdf019..4a8abf12 100644
--- a/gfe-db/pipeline/functions/check_source_update/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/app.py
@@ -89,17 +89,23 @@ def lambda_handler(event, context):
         execution_state = get_execution_state(table)
 
         if not execution_state:
-            message = "No execution items found"
+            message = "No execution items found. Please populate the state table."
             logger.error(message)
             raise Exception(message)
 
         # Handle manually triggered pipeline execution
-        if "release" in event:
+        if "releases" in event:
+
+            logger.info(f"Processing releases from user: {event['releases']}")
+
             # extract the most recent record for the release value passed in the event
-            commits_with_releases = list(filter(
-                lambda record: record.execution.version == event["release"],
-                execution_state
-            ))
+            releases = event["releases"].split(",")
+            commits_with_releases = []
+            for release in releases:
+                commits_with_releases.extend(list(filter(
+                    lambda record: record.execution.version == int(release),
+                    execution_state
+                )))
 
             # Set input parameters for manual pipeline execution from event
             input_parameters = InputParameters(**event)
@@ -334,6 +340,6 @@ def update_execution_state_item(
 if __name__ == "__main__":
     from pathlib import Path
 
-    event = json.loads((Path(__file__).parent / "schedule-event.json").read_text())
+    event = json.loads((Path(__file__).parent / "user-event.json").read_text())
 
     lambda_handler(event, None)
diff --git a/gfe-db/pipeline/functions/check_source_update/event.json b/gfe-db/pipeline/functions/check_source_update/user-event.json
similarity index 58%
rename from gfe-db/pipeline/functions/check_source_update/event.json
rename to gfe-db/pipeline/functions/check_source_update/user-event.json
index c4c044b6..030e9116 100644
--- a/gfe-db/pipeline/functions/check_source_update/event.json
+++ b/gfe-db/pipeline/functions/check_source_update/user-event.json
@@ -1,7 +1,7 @@
 {
     "align": false,
     "kir": false,
-    "limit": 1000,
-    "release": 3500,
+    "limit": -1,
+    "releases": "3480,3490",
     "mem_profile": false
 }
\ No newline at end of file

From 706def867a63938009d163fd88e07e3a32ec07f2 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 6 Aug 2023 10:59:03 -0700
Subject: [PATCH 134/367] tag stacks with release branch name

---
 gfe-db/database/Makefile       | 1 +
 gfe-db/infrastructure/Makefile | 1 +
 gfe-db/pipeline/Makefile       | 1 +
 3 files changed, 3 insertions(+)

diff --git a/gfe-db/database/Makefile b/gfe-db/database/Makefile
index a7574cb6..ce605a66 100644
--- a/gfe-db/database/Makefile
+++ b/gfe-db/database/Makefile
@@ -82,6 +82,7 @@ service.deploy:
 		--region $${AWS_REGION} \
 		--template-file template.yaml \
 		--stack-name "$${STAGE}-$${APP_NAME}-${SERVICE}" \
+		--tags stage="$${STAGE}" app="$${APP_NAME}" service="${SERVICE}" release_branch="$$(git branch --show-current)" \
 		--capabilities CAPABILITY_IAM \
 		--parameter-overrides \
 			Stage="$${STAGE}" \
diff --git a/gfe-db/infrastructure/Makefile b/gfe-db/infrastructure/Makefile
index 78579d1d..0918cd5f 100644
--- a/gfe-db/infrastructure/Makefile
+++ b/gfe-db/infrastructure/Makefile
@@ -27,6 +27,7 @@ service.deploy:
 		--region $${AWS_REGION} \
 		--template-file template.yaml \
 		--stack-name "$${STAGE}-$${APP_NAME}-${SERVICE}" \
+		--tags stage="$${STAGE}" app="$${APP_NAME}" service="${SERVICE}" release_branch="$$(git branch --show-current)" \
 		--parameter-overrides \
 			Stage="$${STAGE}" \
 			AppName="$${APP_NAME}" \
diff --git a/gfe-db/pipeline/Makefile b/gfe-db/pipeline/Makefile
index 691e661c..ee414d14 100644
--- a/gfe-db/pipeline/Makefile
+++ b/gfe-db/pipeline/Makefile
@@ -27,6 +27,7 @@ service.functions.deploy:
 		--region "$${AWS_REGION}" \
 		--template-file packaged.yaml \
 		--stack-name "$${STAGE}-$${APP_NAME}-${SERVICE}" \
+		--tags stage="$${STAGE}" app="$${APP_NAME}" service="${SERVICE}" release_branch="$$(git branch --show-current)" \
 		--capabilities CAPABILITY_IAM \
 		--parameter-overrides \
 			Stage="$${STAGE}" \

From 66d54c47e64f89e4a4961852da7b25e2b66519f8 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 6 Aug 2023 12:49:04 -0700
Subject: [PATCH 135/367] clean up infrastructure layer

---
 gfe-db/infrastructure/Makefile      |  2 +-
 gfe-db/infrastructure/template.yaml | 70 +----------------------------
 2 files changed, 3 insertions(+), 69 deletions(-)

diff --git a/gfe-db/infrastructure/Makefile b/gfe-db/infrastructure/Makefile
index d1542712..49f52d46 100644
--- a/gfe-db/infrastructure/Makefile
+++ b/gfe-db/infrastructure/Makefile
@@ -35,7 +35,7 @@ service.deploy:
 			DataBucketName="$${DATA_BUCKET_NAME}" \
 			VpcId="$${VPC_ID}" \
 			PublicSubnetId="$${PUBLIC_SUBNET_ID}" \
-			HostedZoneId="$${HOSTED_ZONE_ID}" 2>&1 | tee -a $${CFN_LOG_PATH} || true
+			2>&1 | tee -a $${CFN_LOG_PATH} || true
 	$(MAKE) service.deploy.update-dns
 
 service.monitoring.create-subscriptions:
diff --git a/gfe-db/infrastructure/template.yaml b/gfe-db/infrastructure/template.yaml
index a76a9334..0f3df650 100644
--- a/gfe-db/infrastructure/template.yaml
+++ b/gfe-db/infrastructure/template.yaml
@@ -35,53 +35,6 @@ Mappings:
       AvailabilityZone: eu-west-3a
 
 Resources:
-  # Vpc:
-  #   Type: AWS::EC2::VPC
-  #   Properties:
-  #     CidrBlock: 10.0.0.0/16
-  #     EnableDnsHostnames: true
-  #     EnableDnsSupport: true
-  #     Tags:
-  #       - Key: Name
-  #         Value: !Sub '${Stage}-${AppName}-${AWS::Region}-vpc'
-  
-  # PublicSubnet:
-  #   Type: AWS::EC2::Subnet
-  #   Properties:
-  #     CidrBlock: 10.0.0.0/24
-  #     VpcId: !Ref Vpc
-  #     AvailabilityZone: !FindInMap [AvailabilityZoneMap, !Ref AWS::Region, AvailabilityZone]
-  #     MapPublicIpOnLaunch: true
-  
-  # InternetGateway:
-  #   Type: AWS::EC2::InternetGateway
-  
-  # RouteTable:
-  #   Type: AWS::EC2::RouteTable
-  #   Properties:
-  #     VpcId: !Ref Vpc
-  
-  # VpcGatewayAttachment:
-  #   Type: AWS::EC2::VPCGatewayAttachment
-  #   Properties:
-  #     VpcId: !Ref Vpc
-  #     InternetGatewayId: !Ref InternetGateway
-  
-  # Route:
-  #   Type: AWS::EC2::Route
-  #   DependsOn:
-  #     - InternetGateway
-  #     - VpcGatewayAttachment
-  #   Properties:
-  #     RouteTableId: !Ref RouteTable
-  #     DestinationCidrBlock: 0.0.0.0/0
-  #     GatewayId: !Ref InternetGateway
-  
-  # SubnetRouteTableAssociation:
-  #   Type: AWS::EC2::SubnetRouteTableAssociation
-  #   Properties:
-  #     RouteTableId: !Ref RouteTable
-  #     SubnetId: !Ref PublicSubnet
   
   DataBucket:
     Type: AWS::S3::Bucket
@@ -121,14 +74,6 @@ Resources:
       Description: "ARN of gfe-db data bucket"
       Value: !GetAtt DataBucket.Arn
 
-  DataBucketRegionalDomainNameParameter:
-    Type: AWS::SSM::Parameter
-    Properties:
-      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/DataBucketRegionalDomainName"
-      Type: String
-      Description: "S3 Bucket Regional Domain name for application bucket"
-      Value: !GetAtt DataBucket.RegionalDomainName
-
   Neo4jDatabaseElasticIp:
     Type: AWS::EC2::EIP
     Properties:
@@ -171,11 +116,6 @@ Resources:
     Type: AWS::SNS::Topic
     Properties:
       DisplayName: !Sub "${AppName} Data Pipeline Errors"
-      Tags:
-        - Key: Stage
-          Value: !Ref Stage
-        - Key: AppName
-          Value: !Ref AppName
 
   DataPipelineErrorsTopicArnParameter:
     Type: AWS::SSM::Parameter
@@ -199,10 +139,10 @@ Resources:
             "/${AppName}/${Stage}/${AWS::Region}/PublicSubnetID",
             "/${AppName}/${Stage}/${AWS::Region}/DataBucketName",
             "/${AppName}/${Stage}/${AWS::Region}/DataBucketArn",
-            "/${AppName}/${Stage}/${AWS::Region}/DataBucketRegionalDomainName",
             "/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseEndpoint",
             "/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseEndpointAllocationId",
-            "/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn"
+            "/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn",
+            "/${AppName}/${Stage}/${AWS::Region}/DataPipelineExecutionTopicArn"
           ]
         }
         
@@ -230,12 +170,6 @@ Resources:
       Subscription:
         - Endpoint: !Ref AdminEmail
           Protocol: email
-      # TODO remove
-      Tags:
-        - Key: Stage
-          Value: !Ref Stage
-        - Key: AppName 
-          Value: !Ref AppName
 
   DataPipelineExecutionTopicArnParameter:
     Type: AWS::SSM::Parameter

From 241dfaec019938fcf5c5108662690c0f43f9da46 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 6 Aug 2023 13:03:05 -0700
Subject: [PATCH 136/367] clean up and update database layer

---
 gfe-db/database/Makefile      | 2 --
 gfe-db/database/template.yaml | 5 ++++-
 2 files changed, 4 insertions(+), 3 deletions(-)

diff --git a/gfe-db/database/Makefile b/gfe-db/database/Makefile
index ce605a66..0cfb67db 100644
--- a/gfe-db/database/Makefile
+++ b/gfe-db/database/Makefile
@@ -91,11 +91,9 @@ service.deploy:
 			DataBucketName="$${DATA_BUCKET_NAME}" \
 			ConfigS3Path="$${CONFIG_S3_PATH}" \
 			Neo4jAmiId="$${NEO4J_AMI_ID}" \
-			Neo4jPassword="$${NEO4J_PASSWORD}" \
 			DatabaseVolumeSize="$${DATABASE_VOLUME_SIZE}" \
 			HostDomain="$${HOST_DOMAIN}" \
 			Subdomain="$${SUBDOMAIN}" \
-			HostedZoneId="$${HOSTED_ZONE_ID}" \
 			AdminEmail="$${ADMIN_EMAIL}" \
 			APOCVersion="$${APOC_VERSION}" \
 			GDSVersion="$${GDS_VERSION}" 2>&1 | tee -a $$CFN_LOG_PATH || true
diff --git a/gfe-db/database/template.yaml b/gfe-db/database/template.yaml
index 2289e242..e57c7198 100644
--- a/gfe-db/database/template.yaml
+++ b/gfe-db/database/template.yaml
@@ -400,7 +400,10 @@ Resources:
           "ssm": [
               "/${AppName}/${Stage}/${AWS::Region}/Neo4jCredentialsSecretArn",
               "/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseSecurityGroupName",
-              "/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseInstanceId"
+              "/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseInstanceId",
+              "/${AppName}/${Stage}/${AWS::Region}/Neo4jUri",
+              "/${AppName}/${Stage}/${AWS::Region}/Neo4jBackupDocumentName",
+              "/${AppName}/${Stage}/${AWS::Region}/Neo4jBackupMaintenanceWindowId"
           ],
           "secretsmanager": [
               "/${AppName}/${Stage}/${AWS::Region}/Neo4jCredentials"

From 56e50579a4f04f1c3bcfc3b9636e2afb4aa034bf Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 6 Aug 2023 15:37:05 -0700
Subject: [PATCH 137/367] refactor InvokePipeline as InvokeUpdatePipeline

---
 .../pipeline/functions/invoke_pipeline/event.json   |  7 -------
 .../invoke_pipeline/invalid-release-event.json      |  7 -------
 .../functions/invoke_pipeline/requirements.txt      |  3 ---
 .../functions/invoke_pipeline/schedule-event.json   | 13 -------------
 .../pipeline/functions/validate_build_output/app.py |  2 +-
 5 files changed, 1 insertion(+), 31 deletions(-)
 delete mode 100644 gfe-db/pipeline/functions/invoke_pipeline/event.json
 delete mode 100644 gfe-db/pipeline/functions/invoke_pipeline/invalid-release-event.json
 delete mode 100644 gfe-db/pipeline/functions/invoke_pipeline/requirements.txt
 delete mode 100644 gfe-db/pipeline/functions/invoke_pipeline/schedule-event.json

diff --git a/gfe-db/pipeline/functions/invoke_pipeline/event.json b/gfe-db/pipeline/functions/invoke_pipeline/event.json
deleted file mode 100644
index 5615060f..00000000
--- a/gfe-db/pipeline/functions/invoke_pipeline/event.json
+++ /dev/null
@@ -1,7 +0,0 @@
-{
-    "align": "False",
-    "kir": "False",
-    "limit": "1000",
-    "releases": "3460",
-    "mem_profile": "False"
-}
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/invoke_pipeline/invalid-release-event.json b/gfe-db/pipeline/functions/invoke_pipeline/invalid-release-event.json
deleted file mode 100644
index a58ff42e..00000000
--- a/gfe-db/pipeline/functions/invoke_pipeline/invalid-release-event.json
+++ /dev/null
@@ -1,7 +0,0 @@
-{
-    "align": "False",
-    "kir": "False",
-    "limit": "1000",
-    "releases": "3460,3234",
-    "mem_profile": "False"
-}
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/invoke_pipeline/requirements.txt b/gfe-db/pipeline/functions/invoke_pipeline/requirements.txt
deleted file mode 100644
index 922aa6cc..00000000
--- a/gfe-db/pipeline/functions/invoke_pipeline/requirements.txt
+++ /dev/null
@@ -1,3 +0,0 @@
-urllib3<2
-requests
-numpy
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/invoke_pipeline/schedule-event.json b/gfe-db/pipeline/functions/invoke_pipeline/schedule-event.json
deleted file mode 100644
index b356dfbd..00000000
--- a/gfe-db/pipeline/functions/invoke_pipeline/schedule-event.json
+++ /dev/null
@@ -1,13 +0,0 @@
-{
-    "version": "0",
-    "id": "e58ee31d-5d5e-7a98-f497-aa0a04e81cb1",
-    "detail-type": "Scheduled Event",
-    "source": "aws.events",
-    "account": "<account_id>",
-    "time": "2023-07-30T12:00:00Z",
-    "region": "us-east-1",
-    "resources": [
-        "arn:aws:events:us-east-1:<account_id>:rule/dev-gfe-db-pipeline-InvokePipelineFunctionTrigger-A2S8FGQJMH5D"
-    ],
-    "detail": {}
-}
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/validate_build_output/app.py b/gfe-db/pipeline/functions/validate_build_output/app.py
index 9141ecde..47a7f7c1 100644
--- a/gfe-db/pipeline/functions/validate_build_output/app.py
+++ b/gfe-db/pipeline/functions/validate_build_output/app.py
@@ -34,7 +34,7 @@ def lambda_handler(event, context):
 
     # TODO get the expected input from execution context and validate against this
     # TODO Remove this and use the output of validation against the expected input
-    # # In other words, the validation shoudl be "blind" to what the build output is, it should only
+    # # In other words, the validation should be "blind" to what the build output is, it should only
     # # tells us how it's different from the expected. Therefore the expected output is constructed from $$.Execution.Input
 
     # expected input is the execution input

From 3ae228800376359873d7de84dc50598033a5d883 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 6 Aug 2023 15:38:20 -0700
Subject: [PATCH 138/367] rename state machine asset

---
 .../statemachines/pipeline-copy.asl.json      | 132 ------
 .../statemachines/pipeline-input.json         |  11 +
 .../pipeline/statemachines/pipeline.asl.json  | 409 ------------------
 .../statemachines/update-pipeline.asl.json    | 107 +++++
 4 files changed, 118 insertions(+), 541 deletions(-)
 delete mode 100644 gfe-db/pipeline/statemachines/pipeline-copy.asl.json
 create mode 100644 gfe-db/pipeline/statemachines/pipeline-input.json
 delete mode 100644 gfe-db/pipeline/statemachines/pipeline.asl.json
 create mode 100644 gfe-db/pipeline/statemachines/update-pipeline.asl.json

diff --git a/gfe-db/pipeline/statemachines/pipeline-copy.asl.json b/gfe-db/pipeline/statemachines/pipeline-copy.asl.json
deleted file mode 100644
index 7f9e3ccf..00000000
--- a/gfe-db/pipeline/statemachines/pipeline-copy.asl.json
+++ /dev/null
@@ -1,132 +0,0 @@
-{
-    "StartAt": "Init",
-    "States": {
-      "Init": {
-        "Type": "Pass",
-        "Result": {
-          "errorOccurred": false
-        },
-        "ResultPath": "$.error_status",
-        "Next": "Pre-Execution Backup"
-      },
-      "Pre-Execution Backup": {
-        "Type": "Pass",
-        "ResultPath": null,
-        "Next": "Build Stage"
-      },
-        "Build Stage": {
-            "Type": "Map",
-            "Next": "Load Stage",
-            "MaxConcurrency": 0,
-            "Iterator": {
-                "StartAt": "Generate CSV files",
-                "States": {
-                    "Generate CSV files": {
-                        "Type": "Task",
-                        "Resource": "arn:aws:states:::batch:submitJob.sync",
-                        "ResultPath": null,
-                        "Next": "Build Success",
-                        "Catch": [
-                            {
-                                "ErrorEquals": [
-                                    "States.ALL"
-                                ],
-                                "Next": "Build Error"
-                            }
-                        ],
-                        "Parameters": {
-                            "JobDefinition": "${BuildJobDefinition}",
-                            "JobName": "${BuildJobName}",
-                            "JobQueue": "${BuildJobQueue}",
-                            "ContainerOverrides": {
-                                "Environment": [
-                                    {
-                                        "Name": "RELEASES",
-                                        "Value.$": "$.RELEASES"
-                                    },
-                                    {
-                                        "Name": "ALIGN",
-                                        "Value.$": "$.ALIGN"
-                                    },
-                                    {
-                                        "Name": "KIR",
-                                        "Value.$": "$.KIR"
-                                    },
-                                    {
-                                        "Name": "MEM_PROFILE",
-                                        "Value.$": "$.MEM_PROFILE"
-                                    },
-                                    {
-                                        "Name": "LIMIT",
-                                        "Value.$": "$.LIMIT"
-                                    }
-                                ]
-                            }
-                        }
-                    },
-                    "Build Error": {
-                        "Type": "Pass",
-                        "End": true
-                    },
-                    "Build Success": {
-                        "Type": "Pass",
-                        "End": true
-                    }
-                }
-            }
-        },
-        "Load Stage": {
-            "Type": "Map",
-            "End": true,
-            "MaxConcurrency": 1,
-            "Iterator": {
-                "StartAt": "Load Data",
-                "States": {
-                    "Load Data": {
-                        "Type": "Parallel",
-                        "Next": "Load Success",
-                        "Catch": [
-                            {
-                                "ErrorEquals": [
-                                    "States.ALL"
-                                ],
-                                "Next": "Load Error"
-                            }
-                        ],
-                        "Branches": [
-                            {
-                                "StartAt": "Invoke Load Script",
-                                "States": {
-                                    "Invoke Load Script": {
-                                        "Type": "Task",
-                                        "Resource": "${InvokeLoadScriptFunctionArn}",
-                                        "End": true
-                                    }
-                                }
-                            },
-                            {
-                                "StartAt": "Load GFEs",
-                                "States": {
-                                    "Load GFEs": {
-                                        "Type": "Task",
-                                        "Resource": "${LoadNeo4jActivityArn}",
-                                        "HeartbeatSeconds": 60,
-                                        "End": true
-                                    }
-                                }
-                            }
-                        ]
-                    },
-                    "Load Error": {
-                        "Type": "Pass",
-                        "End": true
-                    },
-                    "Load Success": {
-                        "Type": "Pass",
-                        "End": true
-                    }
-                }
-            }
-        }
-    }
-}
\ No newline at end of file
diff --git a/gfe-db/pipeline/statemachines/pipeline-input.json b/gfe-db/pipeline/statemachines/pipeline-input.json
new file mode 100644
index 00000000..40292dfa
--- /dev/null
+++ b/gfe-db/pipeline/statemachines/pipeline-input.json
@@ -0,0 +1,11 @@
+{
+    "version": 3510,
+    "commit_sha": "5f2c562056f8ffa89aeea0631f2a52300ee0de17",
+    "input_parameters": {
+        "align": false,
+        "kir": false,
+        "mem_profile": false,
+        "limit": -1
+    },
+    "s3_path": "s3://dev-gfe-db-531868584498-us-east-1/data/3510/csv/"
+}
\ No newline at end of file
diff --git a/gfe-db/pipeline/statemachines/pipeline.asl.json b/gfe-db/pipeline/statemachines/pipeline.asl.json
deleted file mode 100644
index cd42d721..00000000
--- a/gfe-db/pipeline/statemachines/pipeline.asl.json
+++ /dev/null
@@ -1,409 +0,0 @@
-{
-    "StartAt": "GetExecutionState",
-    "States": {
-        "GetExecutionState": {
-            "Type": "Task",
-            "Resource": "${GetExecutionStateFunctionArn}",
-            "ResultPath": "$.state",
-            "Catch": [
-                {
-                    "ErrorEquals": [
-                        "States.ALL"
-                    ],
-                    "Next": "ReportFailure"
-                }
-            ],
-            "Next": "BuildRelease"
-        },
-        "BuildRelease": {
-            "Type": "Parallel",
-            "Next": "LoadRelease",
-            "OutputPath": "$.[1]",
-            "Catch": [
-                {
-                    "ErrorEquals": [
-                        "States.ALL"
-                    ],
-                    "Next": "ReportFailure"
-                }
-            ],
-            "Branches": [
-                {
-                    "StartAt": "UpdateStateExecutionInProgress",
-                    "States": {
-                        "UpdateStateExecutionInProgress": {
-                            "Type": "Task",
-                            "Resource": "arn:aws:states:::dynamodb:updateItem",
-                            "ResultPath": null,
-                            "End": true,
-                            "Parameters": {
-                                "TableName": "${ExecutionStateTable}",
-                                "Key": {
-                                    "commit__sha": {
-                                        "S.$": "$.commit_sha"
-    "StartAt": "Pre-Execution Validation Query",
-    "States": {
-        "Pre-Execution Validation Query": {
-            "Type": "Task",
-            "Resource": "${ExecuteValidationQueriesFunctionArn}",
-            "ResultPath": "$.validations.queries.pre",
-            "Next": "Pre-Execution Backup"
-        },
-        "Pre-Execution Backup": {
-            "Type": "Task",
-            "Resource": "${InvokeBackupScriptFunctionArn}",
-            "ResultPath": "$.backups.pre",
-            "Next": "Build Stage"
-        },
-        "Build Stage": {
-            "Type": "Map",
-            "Next": "Validate Build",
-            "MaxConcurrency": 0,
-            "ItemsPath": "$.input",
-            "ResultPath": null,
-            "Iterator": {
-                "StartAt": "Generate CSV files",
-                "States": {
-                    "Generate CSV files": {
-                        "Type": "Task",
-                        "Resource": "arn:aws:states:::batch:submitJob.sync",
-                        "ResultPath": null,
-                        "End": true,
-                        "Catch": [
-                            {
-                                "ErrorEquals": [
-                                    "States.ALL"
-                                ],
-                                "Next": "Fail Build"
-                            }
-                        ],
-                        "Parameters": {
-                            "JobDefinition": "${BuildJobDefinition}",
-                            "JobName": "${BuildJobName}",
-                            "JobQueue": "${BuildJobQueue}",
-                            "ContainerOverrides": {
-                                "Environment": [
-                                    {
-                                        "Name": "RELEASES",
-                                        "Value.$": "$.RELEASES"
-                                    },
-                                    "execution__version": {
-                                        "N.$": "States.Format('{}', $.version)"
-                                    }
-                                },
-                                "UpdateExpression": "SET execution__date_utc = :execution_date_utc, execution__status = :status, execution__input_parameters__align = :align, execution__input_parameters__kir = :kir, execution__input_parameters__mem_profile = :mem_profile, execution__input_parameters__limit = :limit, updated_utc = :updated_utc",
-                                "ExpressionAttributeValues": {
-                                    ":execution_date_utc": {
-                                        "S.$": "$$.Execution.StartTime"
-                                    },
-                                    ":status": {
-                                        "S": "IN_PROGRESS"
-                                    },
-                                    ":align": {
-                                        "BOOL.$": "$.input_parameters.align"
-                                    },
-                                    ":kir": {
-                                        "BOOL.$": "$.input_parameters.kir"
-                                    },
-                                    ":mem_profile": {
-                                        "BOOL.$": "$.input_parameters.mem_profile"
-                                    },
-                                    ":limit": {
-                                        "N.$": "States.Format('{}', $.input_parameters.limit)"
-                                    },
-                                    ":updated_utc": {
-                                        "S.$": "$$.State.EnteredTime"
-                                    }
-                                }
-                            }
-                        }
-                    }
-                },
-                {
-                    "StartAt": "GfeDbBuildJob",
-                    "States": {
-                        "GfeDbBuildJob": {
-                            "Type": "Task",
-                            "Resource": "arn:aws:states:::batch:submitJob.sync",
-                            "ResultPath": null,
-                            "Next": "ListFiles",
-                            "Parameters": {
-                                "JobDefinition": "${BuildJobDefinition}",
-                                "JobName": "${BuildJobName}",
-                                "JobQueue": "${BuildJobQueue}",
-                                "ContainerOverrides": {
-                                    "Environment": [
-                                        {
-                                            "Name": "EVENT",
-                                            "Value.$": "States.JsonToString($)"
-                                        }
-                                    ]
-                                }
-                            }
-                        },
-                        "ListFiles": {
-                            "Type": "Task",
-                            "Resource": "arn:aws:states:::aws-sdk:s3:listObjects",
-                            "Parameters": {
-                                "Bucket": "${DataBucketName}",
-                                "Prefix.$": "States.Format('data/{}/csv/', $.version)"
-                            },
-                            "ResultPath": "$.s3_response",
-                            "Next": "ValidateBuildOutput"
-                        },
-                        "ValidateBuildOutput": {
-                            "Type": "Task",
-                            "Resource": "${ValidateBuildOutputFunctionArn}",
-                            "End": true
-                        }
-                    },
-                    "Fail Build": {
-                        "Type": "Pass",
-                        "ResultPath": null,
-                        "End": true
-                    }
-                }
-            ]
-        },
-        "LoadRelease": {
-            "Type": "Parallel",
-            "OutputPath": "$.[1]",
-            "Next": "ReportSuccess",
-            "Catch": [
-                {
-                    "ErrorEquals": [
-                        "States.ALL"
-                    ],
-                    "Next": "ReportFailure"
-                }
-            ],
-            "Branches": [
-                {
-                    "StartAt": "InvokeLoadScript",
-                    "States": {
-                        "InvokeLoadScript": {
-                            "Type": "Task",
-                            "Resource": "${InvokeLoadScriptFunctionArn}",
-                            "End": true
-                        }
-                    }
-                },
-                {
-                    "StartAt": "LoadReleaseActivity",
-                    "States": {
-                        "LoadReleaseActivity": {
-                            "Type": "Task",
-                            "Resource": "${LoadReleaseActivityArn}",
-                            "HeartbeatSeconds": 60,
-                            "End": true
-                        }
-                    }
-                }
-            ]
-        },
-        "ReportFailure": {
-            "Type": "Parallel",
-            "Next": "PipelineFailure",
-            "InputPath": "$$.Execution.Input",
-            "Branches": [
-                {
-                    "StartAt": "UpdateStateExecutionFailure",
-                    "States": {
-                        "UpdateStateExecutionFailure": {
-                            "Type": "Task",
-                            "Resource": "arn:aws:states:::dynamodb:updateItem",
-                            "ResultPath": null,
-                            "End": true,
-                            "Parameters": {
-                                "TableName": "${ExecutionStateTable}",
-                                "Key": {
-                                    "commit__sha": {
-                                        "S.$": "$.commit_sha"
-                                    },
-                                    "execution__version": {
-                                        "N.$": "States.Format('{}', $.version)"
-        "Validate Build": {
-            "Type": "Task",
-            "Resource": "${ValidateBuildOutputFunctionArn}",
-            "Parameters": {
-                "execution_context.$": "$$"
-            },
-            "ResultPath": "$.validations.build",
-            "Next": "Evaluate Payload"
-        },
-        "Evaluate Payload": {
-            "Type": "Choice",
-            "Choices": [
-                {
-                    "Variable": "$.validations.build.has_valid_payload",
-                    "BooleanEquals": true,
-                    "Next": "Load Stage"
-                }
-            ],
-            "Default": "Execution Failed"
-        },
-        "Execution Failed": {
-            "Type": "Fail",
-            "Error": "ExecutionFailed",
-            "Cause": "No valid payload was generated"
-        },
-        "Load Stage": {
-            "Type": "Map",
-            "Next": "Post-Execution Validation Query",
-            "MaxConcurrency": 1,
-            "ItemsPath": "$.validations.build.validated",
-            "ResultPath": null,
-            "Iterator": {
-                "StartAt": "Load Data",
-                "States": {
-                    "Load Data": {
-                        "Type": "Parallel",
-                        "ResultPath": null,
-                        "End": true,
-                        "Branches": [
-                            {
-                                "StartAt": "Invoke Load Script",
-                                "States": {
-                                    "Invoke Load Script": {
-                                        "Type": "Task",
-                                        "Resource": "${InvokeLoadScriptFunctionArn}",
-                                        "ResultPath": null,
-                                        "End": true
-                                    }
-                                },
-                                "UpdateExpression": "SET execution__status = :status, updated_utc = :updated_utc",
-                                "ExpressionAttributeValues": {
-                                    ":status": {
-                                        "S": "FAILED"
-                                    },
-                                    ":updated_utc": {
-                                        "S.$": "$$.State.EnteredTime"
-                                    }
-                                }
-                            }
-                        }
-                    }
-                },
-                {
-                    "StartAt": "PublishFailure",
-                    "States": {
-                        "PublishFailure": {
-                            "Type": "Task",
-                            "Resource": "arn:aws:states:::sns:publish",
-                            "Parameters": {
-                                "TopicArn": "${GfeDbExecutionResultTopicArn}",
-                                "Message": {
-                                    "result": "FAILED",
-                                    "input_parameters.$": "$"
-                                }
-                            },
-                            "End": true
-                        }
-                    }
-                }
-            ]
-        },
-        "PipelineFailure": {
-            "Type": "Fail"
-        },
-        "ReportSuccess": {
-            "Type": "Parallel",
-            "Next": "PipelineSuccess",
-            "InputPath": "$$.Execution.Input",
-            "Branches": [
-                {
-                    "StartAt": "UpdateStateExecutionSuccess",
-                    "States": {
-                        "UpdateStateExecutionSuccess": {
-                            "Type": "Task",
-                            "Resource": "arn:aws:states:::dynamodb:updateItem",
-                            "ResultPath": null,
-                            "End": true,
-                            "Parameters": {
-                                "TableName": "${ExecutionStateTable}",
-                                "Key": {
-                                    "commit__sha": {
-                                        "S.$": "$.commit_sha"
-                                    },
-                                    "execution__version": {
-                                        "N.$": "States.Format('{}', $.version)"
-                                    }
-                                },
-                                "UpdateExpression": "SET execution__status = :status, updated_utc = :updated_utc",
-                                "ExpressionAttributeValues": {
-                                    ":status": {
-                                        "S": "SUCCESS"
-                                    },
-                                    ":updated_utc": {
-                                        "S.$": "$$.State.EnteredTime"
-                                    }
-                                }
-                            }
-                        }
-                    }
-                },
-                {
-                    "StartAt": "PublishSuccess",
-                    "States": {
-                        "PublishSuccess": {
-                            "Type": "Task",
-                            "Resource": "arn:aws:states:::sns:publish",
-                            "Parameters": {
-                                "TopicArn": "${GfeDbExecutionResultTopicArn}",
-                                "Message": {
-                                    "result": "SUCCESS",
-                                    "input_parameters.$": "$"
-                                }
-                            },
-                            "End": true
-                        }
-                    }
-                }
-            ]
-        },
-        "PipelineSuccess": {
-            "Type": "Succeed"
-                            {
-                                "StartAt": "Load GFEs",
-                                "States": {
-                                    "Load GFEs": {
-                                        "Type": "Task",
-                                        "Resource": "${LoadNeo4jActivityArn}",
-                                        "HeartbeatSeconds": 60,
-                                        "ResultPath": null,
-                                        "End": true,
-                                        "Catch": [
-                                            {
-                                                "ErrorEquals": [
-                                                    "States.ALL"
-                                                ],
-                                                "Next": "Fail Load"
-                                            }
-                                        ]
-                                    },
-                                    "Fail Load": {
-                                        "Type": "Pass",
-                                        "ResultPath": null,
-                                        "End": true
-                                    }
-                                }
-                            }
-                        ]
-                    }
-                }
-            }
-        },
-        "Post-Execution Validation Query": {
-            "Type": "Task",
-            "Resource": "${ExecuteValidationQueriesFunctionArn}",
-            "ResultPath": "$.validations.queries.post",
-            "Next": "Post-Execution Backup"
-        },
-        "Post-Execution Backup": {
-            "Type": "Task",
-            "Resource": "${InvokeBackupScriptFunctionArn}",
-            "ResultPath": "$.backups.post",
-            "End": true
-        }
-    }
-}
\ No newline at end of file
diff --git a/gfe-db/pipeline/statemachines/update-pipeline.asl.json b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
new file mode 100644
index 00000000..91ced408
--- /dev/null
+++ b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
@@ -0,0 +1,107 @@
+{
+    "StartAt": "Pre-Execution Validation Query",
+    "States": {
+        "Pre-Execution Validation Query": {
+            "Type": "Task",
+            "Resource": "${ExecuteValidationQueriesFunctionArn}",
+            "ResultPath": "$.validations.queries.pre",
+            "Next": "Pre-Execution Backup"
+        },
+        "Pre-Execution Backup": {
+            "Type": "Task",
+            "Resource": "${InvokeBackupScriptFunctionArn}",
+            "ResultPath": "$.backups.pre",
+            "Next": "GetExecutionState"
+        },
+        "GetExecutionState": {
+            "Type": "Task",
+            "Resource": "${GetExecutionStateFunctionArn}",
+            "ResultPath": "$.state",
+            "Next": "GfeDbBuildJob"
+        },
+        "GfeDbBuildJob": {
+            "Type": "Task",
+            "Resource": "arn:aws:states:::batch:submitJob.sync",
+            "ResultPath": null,
+            "Next": "Validate Build",
+            "Parameters": {
+                "JobDefinition": "${BuildJobDefinition}",
+                "JobName": "${BuildJobName}",
+                "JobQueue": "${BuildJobQueue}",
+                "ContainerOverrides": {
+                    "Environment": [
+                        {
+                            "Name": "EVENT",
+                            "Value.$": "States.JsonToString($)"
+                        }
+                    ]
+                }
+            }
+        },
+        "Validate Build": {
+            "Type": "Task",
+            "Resource": "${ValidateBuildOutputFunctionArn}",
+            "Parameters": {
+                "execution_context.$": "$$"
+            },
+            "ResultPath": "$.validations.build",
+            "Next": "Evaluate Payload"
+        },
+        "Evaluate Payload": {
+            "Type": "Choice",
+            "Choices": [
+                {
+                    "Variable": "$.validations.build.has_valid_payload",
+                    "BooleanEquals": true,
+                    "Next": "Load Stage"
+                }
+            ],
+            "Default": "Execution Failed"
+        },
+        "Execution Failed": {
+            "Type": "Fail",
+            "Error": "ExecutionFailed",
+            "Cause": "No valid payload was generated"
+        },
+        "Load Stage": {
+            "Type": "Parallel",
+            "OutputPath": "$.[1]",
+            "Next": "Post-Execution Validation Query",
+            "Branches": [
+                {
+                    "StartAt": "InvokeLoadScript",
+                    "States": {
+                        "InvokeLoadScript": {
+                            "Type": "Task",
+                            "Resource": "${InvokeLoadScriptFunctionArn}",
+                            "End": true
+                        }
+                    }
+                },
+                {
+                    "StartAt": "LoadReleaseActivity",
+                    "States": {
+                        "LoadReleaseActivity": {
+                            "Type": "Task",
+                            "Resource": "${LoadReleaseActivityArn}",
+                            "HeartbeatSeconds": 60,
+                            "End": true
+                        }
+                    }
+                }
+            ]
+        },
+        "Post-Execution Validation Query": {
+            "Type": "Task",
+            "Resource": "${ExecuteValidationQueriesFunctionArn}",
+            "ResultPath": "$.validations.queries.post",
+            "Next": "Post-Execution Backup"
+        },
+        "Post-Execution Backup": {
+            "Type": "Task",
+            "Resource": "${InvokeBackupScriptFunctionArn}",
+            "ResultPath": "$.backups.post",
+            "End": true
+        }
+    }
+}
\ No newline at end of file

From a57015fdf46446ab5d5bbf4e69c5a72949992c81 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 6 Aug 2023 17:14:51 -0700
Subject: [PATCH 139/367] clean up and update pipeline layer

---
 Makefile                                      |   6 +-
 gfe-db/pipeline/Makefile                      |  10 +-
 .../check_source_update/constants.py          |   4 +-
 .../gfe_db_models/requirements.txt            |   4 +-
 gfe-db/pipeline/template.yaml                 | 195 ++++--------------
 5 files changed, 45 insertions(+), 174 deletions(-)

diff --git a/Makefile b/Makefile
index f66a6884..aea67658 100644
--- a/Makefile
+++ b/Makefile
@@ -124,11 +124,11 @@ database.service.deploy:
 	$(MAKE) -C ${APP_NAME}/database/ service.deploy
 
 pipeline.deploy:
-	$(MAKE) -C ${APP_NAME}/pipeline/ deploy
-
-pipeline.service.deploy:
 	$(MAKE) -C ${APP_NAME}/pipeline/ service.deploy
 
+pipeline.functions.deploy:
+	$(MAKE) -C ${APP_NAME}/pipeline/ service.functions.deploy
+
 pipeline.jobs.deploy:
 	$(MAKE) -C ${APP_NAME}/pipeline/ service.jobs.deploy
 
diff --git a/gfe-db/pipeline/Makefile b/gfe-db/pipeline/Makefile
index af2991b6..ae6414ed 100644
--- a/gfe-db/pipeline/Makefile
+++ b/gfe-db/pipeline/Makefile
@@ -5,7 +5,7 @@ target:
 	@exit 0
 
 # TODO: Don't deploy jobs if pipeline stack fails to create (exit Make)
-deploy:
+service.deploy:
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deploying ${SERVICE} service" 2>&1 | tee -a $$CFN_LOG_PATH
 	$(MAKE) service.deploy
 	$(MAKE) service.jobs.deploy
@@ -46,14 +46,6 @@ service.functions.deploy:
 			ValidateBuildOutputFunctionName="$${STAGE}"-"$${APP_NAME}"-"$$(cat functions/environment.json | jq -r '.Functions.ValidateBuildOutput.FunctionConfiguration.FunctionName')" \
 			ValidateBuildOutputFunctionMemorySize="$$(cat functions/environment.json | jq -r '.Functions.ValidateBuildOutput.FunctionConfiguration.MemorySize')" \
 			ValidateBuildOutputFunctionTimeout="$$(cat functions/environment.json | jq -r '.Functions.ValidateBuildOutput.FunctionConfiguration.Timeout')" \
-			InvokePipelineFunctionName="$${STAGE}"-"$${APP_NAME}"-"$$(cat functions/environment.json | jq -r '.Functions.InvokePipeline.FunctionConfiguration.FunctionName')" \
-			InvokePipelineFunctionMemorySize="$$(cat functions/environment.json | jq -r '.Functions.InvokePipeline.FunctionConfiguration.MemorySize')" \
-			InvokePipelineFunctionTimeout="$$(cat functions/environment.json | jq -r '.Functions.InvokePipeline.FunctionConfiguration.Timeout')" \
-			InvokePipelineFunctionSchedule="$$(cat functions/environment.json | jq -r '.Functions.InvokePipeline.InvokePipelineFunctionSchedule')" \
-			GitHubRepositoryOwner="$$(cat functions/environment.json | jq -r '.Functions.InvokePipeline.FunctionConfiguration.Environment.Variables.GITHUB_REPOSITORY_OWNER')" \
-			GitHubRepositoryName="$$(cat functions/environment.json | jq -r '.Functions.InvokePipeline.FunctionConfiguration.Environment.Variables.GITHUB_REPOSITORY_NAME')" \
-			PipelineStatePath="$$(cat functions/environment.json | jq -r '.Functions.InvokePipeline.FunctionConfiguration.Environment.Variables.PIPELINE_STATE_PATH')" \
-			PipelineParamsPath="$$(cat functions/environment.json | jq -r '.Functions.InvokePipeline.FunctionConfiguration.Environment.Variables.PIPELINE_PARAMS_PATH')"  \
 			DisableBackupFunctionName="$${STAGE}"-"$${APP_NAME}"-"$$(cat functions/environment.json | jq -r '.Functions.DisableBackup.FunctionConfiguration.FunctionName')" \
 			InvokeLoadScriptFunctionName="$${STAGE}"-"$${APP_NAME}"-"$$(cat functions/environment.json | jq -r '.Functions.InvokeLoadScript.FunctionConfiguration.FunctionName')" \
 			InvokeUpdatePipelineFunctionName="$${STAGE}"-"$${APP_NAME}"-"$$(cat functions/environment.json | jq -r '.Functions.InvokeUpdatePipeline.FunctionConfiguration.FunctionName')" \
diff --git a/gfe-db/pipeline/functions/check_source_update/constants.py b/gfe-db/pipeline/functions/check_source_update/constants.py
index bed905c9..31b2870e 100644
--- a/gfe-db/pipeline/functions/check_source_update/constants.py
+++ b/gfe-db/pipeline/functions/check_source_update/constants.py
@@ -17,7 +17,7 @@
 ) = (
     pipeline.params.GitHubSourceRepository["owner"],
     pipeline.params.GitHubSourceRepository["name"],
-    pipeline.params.ExecutionStateTableName,
+    pipeline.params.GfeDbExecutionStateTableName,
     pipeline.params.GfeDbProcessingQueueUrl,
-    pipeline.params.ExecutionStateTableFields
+    pipeline.params.GfeDbExecutionStateTableFields
 )
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/requirements.txt b/gfe-db/pipeline/lambda_layers/gfe_db_models/requirements.txt
index 71873317..dc95aa3a 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/requirements.txt
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/requirements.txt
@@ -1,6 +1,6 @@
---extra-index-url https://test.pypi.org/simple/
+# --extra-index-url https://test.pypi.org/simple/
 python-dotenv
 pydantic>=2.0.0
 requests
 urllib3<2
-aws-parameters>=0.1.1
\ No newline at end of file
+aws-parameters>=0.1.8
\ No newline at end of file
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 82271768..a4800468 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -36,12 +36,12 @@ Parameters:
     Type: Number
   GetExecutionStateFunctionMemorySize:
     Type: Number
-  ValidateBuildOutputFunctionName:
-    Type: String
-  ValidateBuildOutputFunctionMemorySize:
-    Type: Number
-  ValidateBuildOutputFunctionTimeout:
-    Type: Number
+  # ValidateBuildOutputFunctionName:
+  #   Type: String
+  # ValidateBuildOutputFunctionMemorySize:
+  #   Type: Number
+  # ValidateBuildOutputFunctionTimeout:
+  #   Type: Number
   DisableBackupFunctionName:
     Type: String
   InvokeLoadScriptFunctionName:
@@ -74,7 +74,6 @@ Resources:
       Description: GitHub Personal Access Token for repository access
       Value: !Sub '{"owner":"${GitHubRepositoryOwner}", "name":"${GitHubRepositoryName}"}'
 
-  # Create a lambda layer
   GfeDbModelsLayer:
     Type: AWS::Serverless::LayerVersion
     Properties:
@@ -89,8 +88,7 @@ Resources:
       BuildMethod: python3.10
       BuildArchitectures: arm64
 
-  # TODO change name to GfeDbExecutionStateTable
-  ExecutionStateTable:
+  GfeDbExecutionStateTable:
     Type: AWS::DynamoDB::Table
     Properties:
       AttributeDefinitions:
@@ -108,18 +106,18 @@ Resources:
       #   ReadCapacityUnits: 2
       #   WriteCapacityUnits: 2
 
-  ExecutionStateTableNameParameter:
+  GfeDbExecutionStateTableNameParameter:
     Type: AWS::SSM::Parameter
     Properties:
-      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/ExecutionStateTableName"
+      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/GfeDbExecutionStateTableName"
       Type: String
-      Value: !Ref ExecutionStateTable
+      Value: !Ref GfeDbExecutionStateTable
 
-  ExecutionStateTableFieldsParameter:
+  GfeDbExecutionStateTableFieldsParameter:
     Type: AWS::SSM::Parameter
     Properties:
       Type: String
-      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/ExecutionStateTableFields"
+      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/GfeDbExecutionStateTableFields"
       Description: !Sub "Selected fields for ${Stage}-${AppName} execution state table"
       Tier: Standard
       Value: !Sub |
@@ -222,6 +220,8 @@ Resources:
                 Resource:
                   - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}"
                   - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}/*"
+        # TODO restrict to specific params
+        # \!Sub 'arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*'
         - PolicyName: !Sub "${Stage}-${AppName}-SecretsPolicy"
           PolicyDocument:
             Version: "2012-10-17"
@@ -386,6 +386,8 @@ Resources:
                   - "logs:CreateLogStream"
                   - "logs:PutLogEvents"
                 Resource: "*"
+        # TODO restrict to specific parameters
+        # \!Sub 'arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*'
         - PolicyName: !Sub "${Stage}-${AppName}-BatchTaskExecutionPolicy"
           PolicyDocument:
             Version: "2012-10-17"
@@ -474,13 +476,6 @@ Resources:
           APP_NAME: !Ref AppName
           STAGE: !Ref Stage
           PIPELINE_SOURCE_CONFIG_S3_PATH: !Sub "${ConfigS3Path}/${ServiceName}/source-config.json"
-          GITHUB_PERSONAL_ACCESS_TOKEN: !Sub '{{resolve:secretsmanager:${AppName}-${Stage}-GitHubPersonalAccessToken:SecretString:personal_access_token:AWSCURRENT}}'
-          GITHUB_REPOSITORY_OWNER: !Ref GitHubRepositoryOwner
-          GITHUB_REPOSITORY_NAME: !Ref GitHubRepositoryName
-          DATA_BUCKET_NAME: !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}'
-          UPDATE_PIPELINE_STATE_MACHINE_ARN: !GetAtt UpdatePipelineStateMachine.Arn
-          PIPELINE_STATE_PATH: !Ref PipelineStatePath
-          PIPELINE_PARAMS_PATH: !Ref PipelineParamsPath
       Events:
         Trigger:
           Type: Schedule
@@ -502,7 +497,8 @@ Resources:
               Action:
                 - "ssm:GetParameters"
                 - "ssm:GetParameter"
-              Resource: "*"
+              Resource: 
+                - !Sub 'arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*'
         - Version: "2012-10-17"
           Statement:
             - Sid: "AllowDynamoDBReadAccess"
@@ -510,7 +506,7 @@ Resources:
               Action:
                 - "dynamodb:Scan"
                 - "dynamodb:BatchWriteItem"
-              Resource: !GetAtt ExecutionStateTable.Arn
+              Resource: !GetAtt GfeDbExecutionStateTable.Arn
         - Version: "2012-10-17"
           Statement:
             - Sid: "AllowSQSAccess"
@@ -534,24 +530,6 @@ Resources:
                 - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}"
                 - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}/*"
 
-  InvokePipelineFunctionAlarm:
-    Type: AWS::CloudWatch::Alarm
-    Properties:
-      AlarmDescription: !Sub 'Alarm for ${InvokePipelineFunction} function errors'
-      ActionsEnabled: true
-      AlarmActions:
-        - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn}}'
-      MetricName: Errors
-      Namespace: AWS/Lambda
-      Statistic: Sum
-      Period: 86400
-      EvaluationPeriods: 1
-      Threshold: 1
-      ComparisonOperator: GreaterThanOrEqualToThreshold
-      Dimensions:
-        - Name: FunctionName
-          Value: !Ref InvokePipelineFunctionName
-
   ExecuteValidationQueriesFunction:
     Type: AWS::Serverless::Function
     Properties:
@@ -645,8 +623,6 @@ Resources:
               Action:
                 - "ssm:GetParameters"
                 - "ssm:GetParameter"
-              # TODO test correct ARN path for app specific parameters
-              # arn:aws:ssm:us-east-2:123456789012:parameter/${AppName}/${Stage}/${AWS::Region}/*
               Resource: !Sub "arn:aws:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*"
         - Version: "2012-10-17"
           Statement:
@@ -654,7 +630,7 @@ Resources:
               Effect: "Allow"
               Action:
                 - "dynamodb:GetItem"
-              Resource: !GetAtt ExecutionStateTable.Arn
+              Resource: !GetAtt GfeDbExecutionStateTable.Arn
 
   # # TODO redeploy
   # CheckSourceUpdateFunctionAlarm:
@@ -693,9 +669,6 @@ Resources:
         Variables:
           APP_NAME: !Ref AppName
           STAGE: !Ref Stage
-          NEO4J_DATABASE_INSTANCE_ID_SSM_PARAM: !Sub "/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseInstanceId"
-          UDPATE_PIPELINE_STATE_MACHINE_ARN_SSM_PARAM: !Sub "/${AppName}/${Stage}/${AWS::Region}/UpdatePipelineStateMachineArn"
-          GFE_DB_PROCESSING_QUEUE_URL_SSM_PARAM: !Sub "/${AppName}/${Stage}/${AWS::Region}/GfeDbProcessingQueueUrl"
       Policies:
         - AWSLambdaBasicExecutionRole
         - Version: "2012-10-17"
@@ -705,7 +678,7 @@ Resources:
                 - "ssm:GetParameters"
                 - "ssm:GetParameter"
               Resource:
-                - "*"
+                - !Sub 'arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*'
             - Effect: "Allow"
               Action:
                 - "ec2:DescribeInstanceStatus"
@@ -721,8 +694,6 @@ Resources:
           Properties:
             Queue: !GetAtt GfeDbProcessingQueue.Arn
             BatchSize: 10
-              Resource: 
-                - !Sub 'arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*'
 
   InvokeLoadScriptFunctionAlarm:
     Type: AWS::CloudWatch::Alarm
@@ -781,38 +752,33 @@ Resources:
   UpdatePipelineStateMachine:
     Type: AWS::Serverless::StateMachine
     Properties:
-      DefinitionUri: statemachines/pipeline.asl.json
+      DefinitionUri: statemachines/update-pipeline.asl.json
       DefinitionSubstitutions:
+        InvokeBackupScriptFunctionArn: !GetAtt InvokeBackupScriptFunction.Arn
         GetExecutionStateFunctionArn: !GetAtt GetExecutionStateFunction.Arn
-        ExecutionStateTable: !Ref ExecutionStateTable
-        DataBucketName: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}"
+        # GfeDbExecutionStateTable: !Ref GfeDbExecutionStateTable
+        # GfeDbExecutionResultTopicArn: !GetAtt GfeDbExecutionResultTopic.TopicArn
         ValidateBuildOutputFunctionArn: !GetAtt ValidateBuildOutputFunction.Arn
-        GfeDbExecutionResultTopicArn: !GetAtt GfeDbExecutionResultTopic.TopicArn
         BuildJobDefinition: !Ref BuildJobDefinition
+        # TODO use SSM Parameter
         BuildJobName: !Sub "${Stage}-${AppName}-build-job"
         BuildJobQueue: !Ref BuildJobQueue
         ExecuteValidationQueriesFunctionArn: !GetAtt ExecuteValidationQueriesFunction.Arn
-        ValidateBuildOutputFunctionArn: !GetAtt ValidateBuildOutputFunction.Arn
         InvokeLoadScriptFunctionArn: !GetAtt InvokeLoadScriptFunction.Arn
         LoadReleaseActivityArn: !Ref LoadReleaseActivity
       Policies:
         - LambdaInvokePolicy:
-            FunctionName: !Ref GetExecutionStateFunction # TODO BOOKMARK fix invalid policy error
+            FunctionName: !Ref GetExecutionStateFunction
         - LambdaInvokePolicy:
             FunctionName: !Ref ValidateBuildOutputFunction
-        - S3ReadPolicy:
-            BucketName: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}"
         - LambdaInvokePolicy:
             FunctionName: !Ref InvokeLoadScriptFunction
-        - DynamoDBReadPolicy:
-            TableName: !Ref ExecutionStateTable
-        - DynamoDBWritePolicy:
-            TableName: !Ref ExecutionStateTable
-        - SNSPublishMessagePolicy:
-            TopicName: !GetAtt GfeDbExecutionResultTopic.TopicName
-        InvokeBackupScriptFunctionArn: !GetAtt InvokeBackupScriptFunction.Arn
-        LoadNeo4jActivityArn: !Ref LoadNeo4jActivity
-      Policies:
+        # - DynamoDBReadPolicy:
+        #     TableName: !Ref GfeDbExecutionStateTable
+        # - DynamoDBWritePolicy:
+        #     TableName: !Ref GfeDbExecutionStateTable
+        # - SNSPublishMessagePolicy:
+        #     TopicName: !GetAtt GfeDbExecutionResultTopic.TopicName
         - LambdaInvokePolicy:
             FunctionName: !Ref ExecuteValidationQueriesFunction
         - LambdaInvokePolicy:
@@ -842,6 +808,7 @@ Resources:
                 - "batch:SubmitJob"
                 - "batch:DescribeJobs"
                 - "batch:TerminateJob"
+              # TODO SSM Parameter
               Resource: "*"
             - Effect: "Allow"
               Action:
@@ -857,91 +824,6 @@ Resources:
         IncludeExecutionData: true
         Level: ALL
 
-  # # TODO Retain the original statemachine until the new one is working
-  # UpdatePipelineStateMachine:
-  #   Type: AWS::Serverless::StateMachine
-  #   Properties:
-  #     DefinitionUri: statemachines/pipeline.asl.json
-  #     DefinitionSubstitutions:
-  #       AppName: !Ref AppName
-  #       BuildJobDefinition: !Ref BuildJobDefinition
-  #       BuildJobName: !Sub '${Stage}-${AppName}-build-job'
-  #       BuildJobQueue: !Ref BuildJobQueue
-  #       InvokeLoadScriptFunctionArn: !GetAtt InvokeLoadScriptFunction.Arn
-  #       LoadReleaseActivityArn: !Ref LoadReleaseActivity
-  #     Policies:
-  #       - LambdaInvokePolicy:
-  #           FunctionName: !Ref InvokeLoadScriptFunction
-  #       - Version: "2012-10-17"
-  #         Statement:
-  #           - Effect: "Allow"
-  #             Action:
-  #               - "logs:CreateLogDelivery"
-  #               - "logs:GetLogDelivery"
-  #               - "logs:UpdateLogDelivery"
-  #               - "logs:DeleteLogDelivery"
-  #               - "logs:ListLogDeliveries"
-  #               - "logs:PutResourcePolicy"
-  #               - "logs:DescribeResourcePolicies"
-  #               - "logs:DescribeLogGroups"
-  #             Resource:
-  #               - "*"
-  #       - Version: "2012-10-17"
-  #         Statement:
-  #           - Effect: "Allow"
-  #             Action:
-  #               - "batch:SubmitJob"
-  #               - "batch:DescribeJobs"
-  #               - "batch:TerminateJob"
-  #             Resource: "*"
-  #           - Effect: "Allow"
-  #             Action:
-  #               - "events:PutTargets"
-  #               - "events:PutRule"
-  #               - "events:DescribeRule"
-  #             Resource:
-  #               - !Sub 'arn:aws:events:${AWS::Region}:${AWS::AccountId}:rule/StepFunctionsGetEventsForBatchJobsRule'
-  #     Logging:
-  #       Destinations:
-  #         - CloudWatchLogsLogGroup:
-  #             LogGroupArn: !GetAtt UpdatePipelineLogGroup.Arn
-  #       IncludeExecutionData: true
-  #       Level: ALL
-
-  ValidateBuildOutputFunction:
-    Type: AWS::Serverless::Function
-    Properties:
-      FunctionName: !Ref ValidateBuildOutputFunctionName
-      Description: !Sub "Invoke server-side loading on Neo4j for ${AppName}"
-      CodeUri: functions/validate_build_output/
-      Handler: app.lambda_handler
-      Runtime: python3.10
-      Layers:
-        - !Ref GfeDbModelsLayer
-      MemorySize: !Ref ValidateBuildOutputFunctionMemorySize
-      Timeout: !Ref ValidateBuildOutputFunctionTimeout
-      Architectures:
-        - x86_64
-      Environment:
-        Variables:
-          APP_NAME: !Ref AppName
-          STAGE: !Ref Stage
-      Policies:
-        - AWSLambdaBasicExecutionRole
-        - Version: "2012-10-17"
-          Statement:
-            - Effect: "Allow"
-              Action:
-                - "ssm:GetParameters"
-                - "ssm:GetParameter"
-              Resource:
-                - "*"
-            - Effect: "Allow"
-              Action:
-                - "s3:GetObject"
-              Resource:
-                - !Sub "arn:aws:s3:::{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}/*"
-
   InvokeLoadScriptFunction:
     Type: AWS::Serverless::Function
     Properties:
@@ -960,9 +842,6 @@ Resources:
         Variables:
           APP_NAME: !Ref AppName
           STAGE: !Ref Stage
-          NEO4J_LOAD_QUERY_DOCUMENT_NAME_SSM_PARAM: !Sub "/${AppName}/${Stage}/${AWS::Region}/Neo4jLoadQueryDocumentName"
-          NEO4J_DATABASE_INSTANCE_ID_SSM_PARAM: !Sub "/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseInstanceId"
-          LOAD_RELEASE_ACTIVITY_ARN_SSM_PARAM: !Sub "/${AppName}/${Stage}/${AWS::Region}/LoadReleaseActivityArn"
       Policies:
         - AWSLambdaBasicExecutionRole
         - Version: "2012-10-17"
@@ -979,7 +858,7 @@ Resources:
                 - "ssm:GetParameters"
                 - "ssm:GetParameter"
               Resource:
-                - "*"
+                - !Sub 'arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*'
 
   InvokeLoadScriptFunctionAlarm:
     Type: AWS::CloudWatch::Alarm
@@ -1318,8 +1197,8 @@ Resources:
         {
           "ssm": [
               "/${AppName}/${Stage}/${AWS::Region}/GitHubSourceRepository",
-              "/${AppName}/${Stage}/${AWS::Region}/ExecutionStateTableName",
-              "/${AppName}/${Stage}/${AWS::Region}/ExecutionStateTableFields",
+              "/${AppName}/${Stage}/${AWS::Region}/GfeDbExecutionStateTableName",
+              "/${AppName}/${Stage}/${AWS::Region}/GfeDbExecutionStateTableFields",
               "/${AppName}/${Stage}/${AWS::Region}/BuildJobQueueArn",
               "/${AppName}/${Stage}/${AWS::Region}/BuildServiceRepositoryName",
               "/${AppName}/${Stage}/${AWS::Region}/GfeDbProcessingQueueUrl",

From ab085f15886dfdc04d00d6695ef99926cb51a50d Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Mon, 7 Aug 2023 12:27:57 -0700
Subject: [PATCH 140/367] fix typos and error handling

---
 Makefile                                           |  4 ++--
 gfe-db/pipeline/Makefile                           |  2 +-
 .../pipeline/functions/get_execution_state/app.py  |  2 +-
 .../functions/invoke_update_pipeline/app.py        | 14 ++++++++------
 .../gfe_db_models/gfedbmodels/ingest.py            |  3 ++-
 gfe-db/pipeline/scripts/source_config/load.py      |  4 ++--
 6 files changed, 16 insertions(+), 13 deletions(-)

diff --git a/Makefile b/Makefile
index aea67658..782ec6d5 100644
--- a/Makefile
+++ b/Makefile
@@ -132,10 +132,10 @@ pipeline.functions.deploy:
 pipeline.jobs.deploy:
 	$(MAKE) -C ${APP_NAME}/pipeline/ service.jobs.deploy
 
-config.build-source-config: 
+pipeline.config.build-source-config: 
 	$(MAKE) -C ${APP_NAME}/pipeline/ service.config.build-source-config
 
-config.load-source-config: 
+pipeline.config.load-source-config: 
 	$(MAKE) -C ${APP_NAME}/pipeline/ service.config.load-source-config
 
 config.deploy:
diff --git a/gfe-db/pipeline/Makefile b/gfe-db/pipeline/Makefile
index ae6414ed..feae6f81 100644
--- a/gfe-db/pipeline/Makefile
+++ b/gfe-db/pipeline/Makefile
@@ -7,7 +7,7 @@ target:
 # TODO: Don't deploy jobs if pipeline stack fails to create (exit Make)
 service.deploy:
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deploying ${SERVICE} service" 2>&1 | tee -a $$CFN_LOG_PATH
-	$(MAKE) service.deploy
+	$(MAKE) service.functions.deploy
 	$(MAKE) service.jobs.deploy
 	$(MAKE) service.config.deploy
 
diff --git a/gfe-db/pipeline/functions/get_execution_state/app.py b/gfe-db/pipeline/functions/get_execution_state/app.py
index 3b64b7da..623c918b 100644
--- a/gfe-db/pipeline/functions/get_execution_state/app.py
+++ b/gfe-db/pipeline/functions/get_execution_state/app.py
@@ -22,7 +22,7 @@
 logger.setLevel(logging.INFO)
 
 dynamodb = session.resource("dynamodb")
-table = dynamodb.Table(pipeline.params.ExecutionStateTableName)
+table = dynamodb.Table(pipeline.params.GfeDbExecutionStateTableName)
 
 def lambda_handler(event, context):
     logger.info(json.dumps(event))
diff --git a/gfe-db/pipeline/functions/invoke_update_pipeline/app.py b/gfe-db/pipeline/functions/invoke_update_pipeline/app.py
index 1838ac00..3dbe9d61 100644
--- a/gfe-db/pipeline/functions/invoke_update_pipeline/app.py
+++ b/gfe-db/pipeline/functions/invoke_update_pipeline/app.py
@@ -33,14 +33,16 @@
 gfe_db_processing_queue_url = pipeline.params.GfeDbProcessingQueueUrl
 
 # Check that database is running, abort if not
-
 response = ec2.describe_instance_status(InstanceIds=[neo4j_database_instance_id])
-if response["InstanceStatuses"][0]["InstanceState"]["Name"] != "running":
-    raise Exception(
-        f"Instance {neo4j_database_instance_id} is not running, aborting..."
-    )
+if len(response["InstanceStatuses"]) > 0:
+    if response["InstanceStatuses"][0]["InstanceState"]["Name"] != "running":
+        raise Exception(
+            f"Instance {neo4j_database_instance_id} is not running, aborting..."
+        )
+    else:
+        logger.info(f"Instance {neo4j_database_instance_id} is running")
 else:
-    logger.info(f"Instance {neo4j_database_instance_id} is running")
+    raise Exception(f"Instance {neo4j_database_instance_id} not found, aborting...")
 
 
 def lambda_handler(event, context):
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/ingest.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/ingest.py
index 5b84f902..ee2ba2a3 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/ingest.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/ingest.py
@@ -25,6 +25,7 @@
 logger = logging.getLogger(__name__)
 logger.setLevel(logging.INFO)
 
+# TODO use method SourceConfig().from_s3(bucket, key) instead
 def read_source_config(s3_client, bucket, key):
     data = read_s3_json(s3_client, bucket, key)
     return SourceConfig(**data)
@@ -77,7 +78,7 @@ def process_execution_state_item(
 
         # return error count and increment outside this function
 
-        # TODO deserialize to ExecutionStateItem
+        # TODO deserialize to ExecutionStateItem, use as method
         return result
     
 def parallel_process_execution_state_items(
diff --git a/gfe-db/pipeline/scripts/source_config/load.py b/gfe-db/pipeline/scripts/source_config/load.py
index a4292a62..a4d14709 100644
--- a/gfe-db/pipeline/scripts/source_config/load.py
+++ b/gfe-db/pipeline/scripts/source_config/load.py
@@ -31,8 +31,8 @@
 dynamodb = session.resource("dynamodb")
 
 # TODO
-execution_state_table_fields = pipeline.params.ExecutionStateTableFields
-execution_state_table_name = pipeline.params.ExecutionStateTableName
+execution_state_table_fields = pipeline.params.GfeDbExecutionStateTableFields
+execution_state_table_name = pipeline.params.GfeDbExecutionStateTableName
 
 table = dynamodb.Table(execution_state_table_name)
 

From a31c7be75976ed14b9093f8d7aad89bf389b7502 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 13 Aug 2023 09:12:28 -0700
Subject: [PATCH 141/367] fix input paths; add s3 path validation

---
 .../functions/check_source_update/app.py      |  1 +
 .../functions/get_execution_state/app.py      |  6 +-
 .../functions/get_execution_state/error.json  | 54 +++++++++++
 .../functions/invoke_update_pipeline/app.py   | 24 +++--
 .../functions/validate_build_output/app.py    | 14 ++-
 .../validate_build_output/error-event.json    | 91 -------------------
 .../validate_build_output/event.json          | 77 ++++++----------
 .../gfe_db_models/gfedbmodels/types.py        | 12 +++
 8 files changed, 122 insertions(+), 157 deletions(-)
 create mode 100644 gfe-db/pipeline/functions/get_execution_state/error.json
 delete mode 100644 gfe-db/pipeline/functions/validate_build_output/error-event.json

diff --git a/gfe-db/pipeline/functions/check_source_update/app.py b/gfe-db/pipeline/functions/check_source_update/app.py
index 4a8abf12..ac134335 100644
--- a/gfe-db/pipeline/functions/check_source_update/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/app.py
@@ -76,6 +76,7 @@
 
 gfedb_processing_queue = queue.Queue(gfedb_processing_queue_url)
 
+# TODO validate commits against tracked source files requiring ingestion
 def lambda_handler(event, context):
     utc_now = get_utc_now()
     logger.info(json.dumps(event))
diff --git a/gfe-db/pipeline/functions/get_execution_state/app.py b/gfe-db/pipeline/functions/get_execution_state/app.py
index 623c918b..321f1829 100644
--- a/gfe-db/pipeline/functions/get_execution_state/app.py
+++ b/gfe-db/pipeline/functions/get_execution_state/app.py
@@ -28,7 +28,7 @@ def lambda_handler(event, context):
     logger.info(json.dumps(event))
 
     # validate input
-    execution_payload_item = ExecutionPayloadItem(**event)
+    execution_payload_item = ExecutionPayloadItem(**event['input'])
 
     commit_state = table.get_item(
         Key={
@@ -40,12 +40,14 @@ def lambda_handler(event, context):
     # Validate record with pydantic model
     execution_state_item = ExecutionStateItem.from_execution_state_item_json(commit_state)
 
+    # TODO validate that table state matches the state machine input
+
     return execution_state_item.model_dump(exclude_none=True)
 
 
 if __name__ == "__main__":
     from pathlib import Path
 
-    event = json.loads((Path(__file__).parent / "event.json").read_text())
+    event = json.loads((Path(__file__).parent / "error.json").read_text())
 
     lambda_handler(event, None)
diff --git a/gfe-db/pipeline/functions/get_execution_state/error.json b/gfe-db/pipeline/functions/get_execution_state/error.json
new file mode 100644
index 00000000..f0cad31f
--- /dev/null
+++ b/gfe-db/pipeline/functions/get_execution_state/error.json
@@ -0,0 +1,54 @@
+{
+    "input": {
+        "version": 3460,
+        "commit_sha": "3fb27698fe4ebbd5ec4a0e565d97a53fe48c7cdd",
+        "input_parameters": {
+            "align": false,
+            "kir": false,
+            "mem_profile": false,
+            "limit": 1000
+        },
+        "s3_path": "s3://dev-gfe-db-810526023897-us-east-1/data/3460",
+        "receipt_handle": "AQEB17O74x6z25vq5Dc3dW9m9fbXY1MKeC3+qql2vNdrMLBdZ9VznY02YldgQF+xNKtBiuucTcE2B8PY/PkbKzkzW0c9K2njhBJcAlVTZE3BgFhtdItga8ey0E+1QuyelT2SS89q1msIqtghhlZrngNX8E22dNnXgTt7EPSRXtSi4iRnP8tb8oh0A35/8A6QDQU52yN/Sug7INbQP48Yn2k8phhN0dYmZemRELjPYZdWbHgwCfH1pcv0W1ua0LHMiGTxphIxC3+MkW9eal4YzbhOy2zxROGF2wENVYeIoeZNS9u2oFsbOlEqIUpG45jV3YS7Rw2D+iGjyflV29CnPG41KInKAGrqf7ktYDtyZYLyhzGallEGkp01OJA1UAGEr8qIqzVp2F3nYi1cPrQjJg49FfrSKDhtXsO60IVthJvUF2AzW6rqv2m0y/+UCVGopQWo"
+    },
+    "validations": {
+        "queries": {
+            "pre": {
+                "node_counts": [
+                    {
+                        "node": "GFE",
+                        "count": 0
+                    },
+                    {
+                        "node": "IPD_Accession",
+                        "count": 0
+                    },
+                    {
+                        "node": "IPD_Allele",
+                        "count": 0
+                    },
+                    {
+                        "node": "Sequence",
+                        "count": 0
+                    },
+                    {
+                        "node": "Feature",
+                        "count": 0
+                    },
+                    {
+                        "node": "Submitter",
+                        "count": 0
+                    }
+                ],
+                "has_ipd_allele_release_counts": [],
+                "ipd_accession_release_counts": []
+            }
+        }
+    },
+    "backups": {
+        "pre": {
+            "document_name": "dev-gfe-db-database-Neo4jBackupDocument-R2Z1VvGkCXtn",
+            "command_id": "8c88880c-17a7-4335-baa1-38e639a625c0"
+        }
+    }
+}
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/invoke_update_pipeline/app.py b/gfe-db/pipeline/functions/invoke_update_pipeline/app.py
index 3dbe9d61..5b5d2fd7 100644
--- a/gfe-db/pipeline/functions/invoke_update_pipeline/app.py
+++ b/gfe-db/pipeline/functions/invoke_update_pipeline/app.py
@@ -58,10 +58,14 @@ def lambda_handler(event, context):
             logger.info(
                 f"Received message for version {message['version']} and commit {message['commit_sha']}"
             )
+
+            payload = {
+                "input": message
+            }
             response = states.start_execution(
                 stateMachineArn=update_pipeline_state_machine_arn,
-                name=generate_execution_id(message),
-                input=json.dumps(message),
+                name=generate_execution_id(payload["input"]), # {version}_{commit_sha}_{YYYYMMDD_HHMMSS}
+                input=json.dumps(payload),
             )
 
             execution_arns.append(response["executionArn"])
@@ -85,16 +89,16 @@ def lambda_handler(event, context):
 
     return_msg = f'{len(event["Records"])-errors} of {len(event["Records"])} messages processed successfully, {errors} error(s)'
     if errors > 0:
-        logger.error(
-            json.dumps({"message": return_msg, "execution_arns": execution_arns})
-        )
+        message = json.dumps({"message": return_msg, "execution_arns": execution_arns})
+        logger.error(message)
         logger.error(json.dumps(event))
         raise Exception(return_msg)
-
-    return {
-        "statusCode": 200,
-        "body": json.dumps({"message": return_msg, "execution_arns": execution_arns}),
-    }
+    else:
+        message = json.dumps({"message": return_msg, "execution_arns": execution_arns})
+        return {
+            "statusCode": 200,
+            "body": json.dumps({"message": return_msg, "execution_arns": execution_arns}),
+        }
 
 
 def generate_execution_id(message: dict) -> str:
diff --git a/gfe-db/pipeline/functions/validate_build_output/app.py b/gfe-db/pipeline/functions/validate_build_output/app.py
index 47a7f7c1..8cc54e88 100644
--- a/gfe-db/pipeline/functions/validate_build_output/app.py
+++ b/gfe-db/pipeline/functions/validate_build_output/app.py
@@ -29,6 +29,7 @@
 def lambda_handler(event, context):
     """Validates the build output artifacts against the original execution input object."""
 
+    # TODO can specify execution input fields instead of passing entire object
     logger.info(json.dumps(event))
     execution_start_time = datetime.strptime(event['execution_context']['Execution']['StartTime'], '%Y-%m-%dT%H:%M:%S.%fZ').replace(tzinfo=tz.tzutc())
 
@@ -40,7 +41,9 @@ def lambda_handler(event, context):
     # expected input is the execution input
     execution_input = event['execution_context']['Execution']['Input']['input']
 
-    releases = list(set([ item['RELEASES'] for item in execution_input ]))
+    # TODO clean up; left over from previous iteration that processed multipe releases per execution
+    # releases = list(set([ item['RELEASES'] for item in execution_input ]))
+    releases = [execution_input['version']]
 
     # reports for all release builds
     reports = []
@@ -155,15 +158,20 @@ def lambda_handler(event, context):
 
     ### Update output ###
     valid_release_builds = [ release['release'] for release in reports if release['is_valid_build'] ]
-    payload = list(filter(lambda x: x["RELEASES"] in valid_release_builds, execution_input))
 
+    # TODO clean up; left over from previous iteration that processed multipe releases per execution
+    # payload = list(filter(lambda x: x["RELEASES"] in valid_release_builds, execution_input))
 
-    return {
+    payload = list(filter(lambda x: x["version"] in valid_release_builds, [execution_input]))
+
+    result = {
         "validated": payload,
         "build_details": reports,
         "has_valid_payload": len(payload) > 0,
     }
 
+    return result
+
 # TODO implement Pydantic classes for managing and validating CSV schemas
 # Schema map
 csv_headers = {
diff --git a/gfe-db/pipeline/functions/validate_build_output/error-event.json b/gfe-db/pipeline/functions/validate_build_output/error-event.json
deleted file mode 100644
index 8cba5086..00000000
--- a/gfe-db/pipeline/functions/validate_build_output/error-event.json
+++ /dev/null
@@ -1,91 +0,0 @@
-{
-    "version": 3530,
-    "commit_sha": "359b8c8634db73b939496c53643cc0fae7f22a58",
-    "input_parameters": {
-      "align": false,
-      "kir": false,
-      "mem_profile": false,
-      "limit": 100
-    },
-    "s3_path": "s3://dev-gfe-db-810526023897-us-east-1/data/3530",
-    "receipt_handle": "AQEBNH+Jb9yckXV/gctxaRxHmoWTT1iYILc65x3eTF9jX4nQCmiTaTXV4gKeMJXDBm0dv41tNP/u3Lag3fJVD8l+e21ZXVmMKQEju4nV73wB6gBKmIFtEF0OuBLcWJwVHENCLOpJYtzo1NCT757PSym9b6cM7mM3QlwpZVrhjC5QUAoEX6fllySm/B/BX9KN00Tre0T201F4hRDw9JJmEn4r/haazHVgXmiL0iES76hxVssotuSnaXouzMslUqjhWFcmPY7OHOssD8OlroEqltfPrXm8p5fvjsVkxurF6jX0UA13NFEBvwCGIcCUXqaCii/JtFq0ZnwMVThCV7hw+eE5P5qwsx7t5iJtl5Nqgv8z6tyP/BYEOJpItZXZ+8UIuG4DhZLC2QKMyYgDpxlNYviQYAC1k1sYSb3WYiNCKd7bQmkmaT9Ci0LCB9RVzwFq2LYg",
-    "state": {
-      "created_utc": "2023-08-02T19:24:26.095Z",
-      "updated_utc": "2023-08-02T19:28:56.665Z",
-      "repository": {
-        "owner": "ANHIG",
-        "name": "IMGTHLA",
-        "url": "https://github.com/ANHIG/IMGTHLA"
-      },
-      "commit": {
-        "sha": "359b8c8634db73b939496c53643cc0fae7f22a58",
-        "date_utc": "2023-07-26T16:17:33Z",
-        "message": "Merge pull request #341 from ANHIG/3530\n\nDocumented changes to the hla.xml releasestatus and release comments …",
-        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/359b8c8634db73b939496c53643cc0fae7f22a58"
-      },
-      "execution": {
-        "version": 3530,
-        "status": "FAILED",
-        "date_utc": "2023-08-02T19:24:29.312Z",
-        "input_parameters": {
-          "align": false,
-          "kir": false,
-          "mem_profile": false,
-          "limit": -1
-        }
-      }
-    },
-    "s3_response": {
-      "Contents": [
-        {
-          "ETag": "\"9058a1392f371647568b2a72ca419ac0\"",
-          "Key": "data/3530/csv/all_cds.3530.csv",
-          "LastModified": "2023-08-02T20:44:05Z",
-          "Owner": {
-            "DisplayName": "gclindsey+awstesting",
-            "Id": "c7bf5cd354a38116b91f478b895cf40889f01091a7d26941d8a367727278b611"
-          },
-          "Size": 157185,
-          "StorageClass": "STANDARD"
-        },
-        {
-          "ETag": "\"e679db64af1411368d6dbe0ee1c2d0d7\"",
-          "Key": "data/3530/csv/all_features.3530.csv",
-          "LastModified": "2023-08-02T20:44:05Z",
-          "Owner": {
-            "DisplayName": "gclindsey+awstesting",
-            "Id": "c7bf5cd354a38116b91f478b895cf40889f01091a7d26941d8a367727278b611"
-          },
-          "Size": 481636,
-          "StorageClass": "STANDARD"
-        },
-        {
-          "ETag": "\"1cfd0d05dc456f6adecbd9ff076944f6\"",
-          "Key": "data/3530/csv/all_groups.3530.csv",
-          "LastModified": "2023-08-02T20:44:05Z",
-          "Owner": {
-            "DisplayName": "gclindsey+awstesting",
-            "Id": "c7bf5cd354a38116b91f478b895cf40889f01091a7d26941d8a367727278b611"
-          },
-          "Size": 30258,
-          "StorageClass": "STANDARD"
-        },
-        {
-          "ETag": "\"b47abe91dd262dc4ea7e9d25f145d30f\"",
-          "Key": "data/3530/csv/gfe_sequences.3530.csv",
-          "LastModified": "2023-08-02T20:44:05Z",
-          "Owner": {
-            "DisplayName": "gclindsey+awstesting",
-            "Id": "c7bf5cd354a38116b91f478b895cf40889f01091a7d26941d8a367727278b611"
-          },
-          "Size": 321855,
-          "StorageClass": "STANDARD"
-        }
-      ],
-      "IsTruncated": false,
-      "Marker": "",
-      "MaxKeys": 1000,
-      "Name": "dev-gfe-db-810526023897-us-east-1",
-      "Prefix": "data/3530/csv/"
-    }
-  }
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/validate_build_output/event.json b/gfe-db/pipeline/functions/validate_build_output/event.json
index 8c797b1a..3715ba33 100644
--- a/gfe-db/pipeline/functions/validate_build_output/event.json
+++ b/gfe-db/pipeline/functions/validate_build_output/event.json
@@ -1,58 +1,33 @@
 {
     "execution_context": {
-      "Execution": {
-        "Id": "arn:aws:states:us-east-1:810526023897:execution:UpdatePipelineStateMachine-cZyA03LshQeo:5763cf8a-ea0f-4f24-8500-d835d4005d24",
-        "Input": {
-          "input": [
-            {
-              "ALIGN": "False",
-              "KIR": "False",
-              "LIMIT": "1000",
-              "MEM_PROFILE": "False",
-              "RELEASES": "3460"
+        "Execution": {
+            "Id": "arn:aws:states:us-east-1:810526023897:execution:UpdatePipelineStateMachine-m3OzNjleU6K3:3460_3fb27698fe4ebbd5ec4a0e565d97a53fe48c7cdd_230807_201926",
+            "Input": {
+                "input": {
+                    "version": 3460,
+                    "commit_sha": "3fb27698fe4ebbd5ec4a0e565d97a53fe48c7cdd",
+                    "input_parameters": {
+                        "align": false,
+                        "kir": false,
+                        "mem_profile": false,
+                        "limit": 1000
+                    },
+                    "s3_path": "s3://dev-gfe-db-810526023897-us-east-1/data/3460",
+                    "receipt_handle": "AQEBEIHj7vaSCoNylFEiwvfgkBJZC/m0VkVq63e+PGH0hLb3CiirqqXIFI+j/LEbuJKpMaX8/pAfgNQVbomH+TO/1zljispbeLEdBL/ty/1VPsPUnw24rp2noTowwFCKgCFr7huUf7xPcMkQ/xvS7yIIwb6ASMveCTNFpJHNt7TCvJHAkzpSEQ+ZRAecNHwPzK/PfbTTc5yYYt2SgsQyr+LVzE6hH6h4PCH8NY/KlEP2shy+8n0j8mItx6anb36R5BInAdJr514MBILb6CaW+ZuwiNzDxXW0SSubyg82WOJq4QVXGREGxDBWEdpLeMCud+ZPvSH5zl5QBHjaGi3PQZg9Yd5N3BtPehzvWQpM4baQgpTb2uAoSvidHKWeRNMB7M9sS4xUiX/E77iP7rWSBWDxnVK1NjnKfJLNU9oOWN33p0ANRtkRYTTQJ3PtPFqecNuP"
+                }
             },
-            {
-              "ALIGN": "False",
-              "KIR": "False",
-              "LIMIT": "1000",
-              "MEM_PROFILE": "False",
-              "RELEASES": "3234"
-            }
-          ]
+            "StartTime": "2023-08-07T20:19:26.927Z",
+            "Name": "3460_3fb27698fe4ebbd5ec4a0e565d97a53fe48c7cdd_230807_201926",
+            "RoleArn": "arn:aws:iam::810526023897:role/dev-gfe-db-pipeline-UpdatePipelineStateMachineRole-17PZ6RJ4Z9AVF"
         },
-        "StartTime": "2023-07-28T21:21:34.779Z",
-        "Name": "5763cf8a-ea0f-4f24-8500-d835d4005d24",
-        "RoleArn": "arn:aws:iam::810526023897:role/dev-gfe-db-pipeline-UpdatePipelineStateMachineRole-545MF0IUYA11"
-      },
-      "StateMachine": {
-        "Id": "arn:aws:states:us-east-1:810526023897:stateMachine:UpdatePipelineStateMachine-cZyA03LshQeo",
-        "Name": "UpdatePipelineStateMachine-cZyA03LshQeo"
-      },
-      "State": {
-        "Name": "Validate Build",
-        "EnteredTime": "2023-07-28T21:24:08.983Z",
-        "RetryCount": 0
-      }
-    },
-    "build_output": {
-      "input": [
-        {
-          "ALIGN": "False",
-          "KIR": "False",
-          "LIMIT": "1000",
-          "MEM_PROFILE": "False",
-          "RELEASES": "3460"
+        "StateMachine": {
+            "Id": "arn:aws:states:us-east-1:810526023897:stateMachine:UpdatePipelineStateMachine-m3OzNjleU6K3",
+            "Name": "UpdatePipelineStateMachine-m3OzNjleU6K3"
         },
-        {
-          "Error": "States.TaskFailed",
-          "Cause": "{\"Attempts\":[{\"Container\":{\"ContainerInstanceArn\":\"arn:aws:ecs:us-east-1:810526023897:container-instance/BuildComputeEnvironment-FFdY50Fsdc5qWZMA_Batch_596273aa-0caa-3f6f-803f-62b9b7e8d6af/93e3f7c9c71e4d3f885da937d3cf061a\",\"ExitCode\":1,\"LogStreamName\":\"dev-gfe-db-BuildJobDefinition/default/19fe555c75d24887afb06eb4594758f2\",\"NetworkInterfaces\":[],\"TaskArn\":\"arn:aws:ecs:us-east-1:810526023897:task/BuildComputeEnvironment-FFdY50Fsdc5qWZMA_Batch_596273aa-0caa-3f6f-803f-62b9b7e8d6af/19fe555c75d24887afb06eb4594758f2\"},\"StartedAt\":1690579411521,\"StatusReason\":\"Essential container in task exited\",\"StoppedAt\":1690579412165}],\"Container\":{\"Command\":[\"bash\",\"run.sh\"],\"ContainerInstanceArn\":\"arn:aws:ecs:us-east-1:810526023897:container-instance/BuildComputeEnvironment-FFdY50Fsdc5qWZMA_Batch_596273aa-0caa-3f6f-803f-62b9b7e8d6af/93e3f7c9c71e4d3f885da937d3cf061a\",\"Environment\":[{\"Name\":\"GFE_BUCKET\",\"Value\":\"dev-gfe-db-810526023897-us-east-1\"},{\"Name\":\"FAILED_ALLELES_QUEUE\",\"Value\":\"https://sqs.us-east-1.amazonaws.com/810526023897/dev-gfe-db-pipeline-FailedAllelesQueue-csd4ychDoZCg\"},{\"Name\":\"AWS_REGION\",\"Value\":\"us-east-1\"},{\"Name\":\"ALIGN\",\"Value\":\"False\"},{\"Name\":\"RELEASES\",\"Value\":\"3234\"},{\"Name\":\"KIR\",\"Value\":\"False\"},{\"Name\":\"LIMIT\",\"Value\":\"1000\"},{\"Name\":\"MANAGED_BY_AWS\",\"Value\":\"STARTED_BY_STEP_FUNCTIONS\"},{\"Name\":\"MEM_PROFILE\",\"Value\":\"False\"}],\"ExitCode\":1,\"Image\":\"810526023897.dkr.ecr.us-east-1.amazonaws.com/dev-gfe-db-build-service:latest\",\"LogStreamName\":\"dev-gfe-db-BuildJobDefinition/default/19fe555c75d24887afb06eb4594758f2\",\"Memory\":8000,\"MountPoints\":[],\"NetworkInterfaces\":[],\"ResourceRequirements\":[],\"Secrets\":[],\"TaskArn\":\"arn:aws:ecs:us-east-1:810526023897:task/BuildComputeEnvironment-FFdY50Fsdc5qWZMA_Batch_596273aa-0caa-3f6f-803f-62b9b7e8d6af/19fe555c75d24887afb06eb4594758f2\",\"Ulimits\":[],\"Vcpus\":8,\"Volumes\":[]},\"CreatedAt\":1690579296317,\"DependsOn\":[],\"EksAttempts\":[],\"JobArn\":\"arn:aws:batch:us-east-1:810526023897:job/244c2e3b-36b4-4d06-a778-f5c271d93a10\",\"JobDefinition\":\"arn:aws:batch:us-east-1:810526023897:job-definition/dev-gfe-db-BuildJobDefinition:10\",\"JobId\":\"244c2e3b-36b4-4d06-a778-f5c271d93a10\",\"JobName\":\"dev-gfe-db-build-job\",\"JobQueue\":\"arn:aws:batch:us-east-1:810526023897:job-queue/dev-gfe-db-BuildJobQueue\",\"Parameters\":{},\"PlatformCapabilities\":[],\"PropagateTags\":false,\"RetryStrategy\":{\"Attempts\":1,\"EvaluateOnExit\":[]},\"StartedAt\":1690579411521,\"Status\":\"FAILED\",\"StatusReason\":\"Essential container in task exited\",\"StoppedAt\":1690579412165,\"Tags\":{}}"
+        "State": {
+            "Name": "Validate Build",
+            "EnteredTime": "2023-08-07T20:22:06.574Z",
+            "RetryCount": 0
         }
-      ],
-      "backups": {
-        "pre": {
-          "DocumentName": "dev-gfe-db-database-Neo4jBackupDocument-nAqIhQzAdtbD",
-          "CommandId": "6be0c0cb-82a7-4e9f-9fce-d37b3c47279f"
-        }
-      }
     }
-  }
\ No newline at end of file
+}
\ No newline at end of file
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
index 27a57297..fa44bc89 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
@@ -59,6 +59,11 @@ def commit_sha_is_hex(v):
     return v
 
 
+def s3_path_is_valid(v):
+    if not re.match(r"^s3://", v):
+        raise ValueError("S3 path must be a valid S3 path (s3://<bucket>/<key>)")
+    return v
+
 ### Source Config Models ###
 class Commit(BaseModel):
     sha: str
@@ -185,6 +190,7 @@ class ExecutionStateItem(BaseModel):
     repository: RepositoryConfig
     commit: Commit
     execution: ExecutionDetailsConfig
+    s3_path: Optional[str] = None
 
     @classmethod
     def from_execution_state_item_json(cls, execution_state_item: dict):
@@ -196,6 +202,12 @@ def from_execution_state_item_json(cls, execution_state_item: dict):
     #     if filter_nested_nulls:
     #         return self.dict(exclude_none=True, by_alias=True)
 
+    # validate s3 path uses s3://<bucket>/<key> format
+    @validator("s3_path")
+    def s3_path_is_valid(cls, v):
+        return s3_path_is_valid(v)
+
+
 class ExecutionState(BaseModel):
     created_utc: str
     items: list[ExecutionStateItem]

From a0da56323e538ee9ec16acdc65d679371d802527 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 13 Aug 2023 09:13:19 -0700
Subject: [PATCH 142/367] fix load job input mappings

---
 gfe-db/pipeline/jobs/build/run.sh | 21 +++++++++++----------
 1 file changed, 11 insertions(+), 10 deletions(-)

diff --git a/gfe-db/pipeline/jobs/build/run.sh b/gfe-db/pipeline/jobs/build/run.sh
index 8b4d2563..2db7d0cf 100755
--- a/gfe-db/pipeline/jobs/build/run.sh
+++ b/gfe-db/pipeline/jobs/build/run.sh
@@ -68,20 +68,20 @@ else
 fi
 
 # parse event
-version=$(echo "$EVENT" | jq -r '.version')
-commit_sha=$(echo "$EVENT" | jq -r '.commit_sha')
+version=$(echo "$EVENT" | jq -r '.state.execution.version')
+commit_sha=$(echo "$EVENT" | jq -r '.state.commit.sha')
 repository_owner=$(echo "$EVENT" | jq -r '.state.repository.owner')
 repository_name=$(echo "$EVENT" | jq -r '.state.repository.name')
-align=$(echo "$EVENT" | jq -r '.input_parameters.align')
-kir=$(echo "$EVENT" | jq -r '.input_parameters.kir')
-mem_profile=$(echo "$EVENT" | jq -r '.input_parameters.mem_profile')
-limit=$(echo "$EVENT" | jq -r '.input_parameters.limit')
-# s3_path=$(echo "$EVENT" | jq -r '.s3_path')
+align=$(echo "$EVENT" | jq -r '.state.execution.input_parameters.align')
+kir=$(echo "$EVENT" | jq -r '.state.execution.input_parameters.kir')
+mem_profile=$(echo "$EVENT" | jq -r '.state.execution.input_parameters.mem_profile')
+limit=$(echo "$EVENT" | jq -r '.state.execution.input_parameters.limit')
+s3_path=$(echo "$EVENT" | jq -r '.input.s3_path')
 
 # Refactor the above variable validations into a for loop
-for var in version commit_sha align kir mem_profile limit repository_owner repository_name; do
+for var in version commit_sha align kir mem_profile limit repository_owner repository_name s3_path; do
     if [[ -z "${!var}" ]] || [[ "${!var}" == "null" ]]; then
-        echo "$var not set. Please specify a value."
+        echo "\`$var\` not set. Please specify a value."
         exit 1
     fi
     echo "$var: ${!var}"
@@ -92,7 +92,7 @@ if [[ "${limit}" == "-1" ]] || [[ -z "${limit}" ]]; then
 elif [[ "${limit}" =~ ^[0-9]+$ ]] && [[ "${limit}" -gt 0 ]]; then
     echo "Build is limited to $limit alleles"
 else
-    echo "Invalid limit specified. Please specify a positive integer or -1 for no limit."
+    echo "Invalid limit specified. Please specify either a positive integer or -1 for no limit."
     exit 1
 fi
 
@@ -166,6 +166,7 @@ fi
 
 # Builds CSV files
 # TODO booleans for kir, align, mem_profile are lower case, limit is now -1 instead of none
+# TODO implement s3_path
 python3 "$SRC_DIR"/app.py \
 	-o "$DATA_DIR/$version/csv" \
 	-r "$version" \

From f90b95da4c33bd9c7569d333a7e7543f7bf2bd47 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 13 Aug 2023 09:13:24 -0700
Subject: [PATCH 143/367] update requirements

---
 requirements-dev.txt | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/requirements-dev.txt b/requirements-dev.txt
index 1947f199..711377ea 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -1,5 +1,5 @@
---extra-index-url https://test.pypi.org/simple/
 requests
+urllib3<2
 numpy
 py-ard==0.9.1
 py-gfe==1.1.5
@@ -8,4 +8,4 @@ Pympler==0.9
 awscli==1.18.159
 boto3==1.15.3
 polars==0.18.3
-aws-parameters>=0.1.1
\ No newline at end of file
+aws-parameters>=0.1.8
\ No newline at end of file

From 16f243c5d3c2ef36ce9646b1e5cbf08e213dd8fa Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 13 Aug 2023 09:58:45 -0700
Subject: [PATCH 144/367] handle error from unset release

---
 gfe-db/database/config/scripts/start_task.sh | 24 +++++++++++++-------
 1 file changed, 16 insertions(+), 8 deletions(-)

diff --git a/gfe-db/database/config/scripts/start_task.sh b/gfe-db/database/config/scripts/start_task.sh
index 2ecb8cea..765871c0 100644
--- a/gfe-db/database/config/scripts/start_task.sh
+++ b/gfe-db/database/config/scripts/start_task.sh
@@ -6,14 +6,17 @@ set -e
 # get APP_NAME and STAGE from arguments
 APP_NAME=$1
 STAGE=$2
+ERR_MSG=null
 
 if [[ -z $APP_NAME ]]; then
-    echo "APP_NAME environment variable not set"
+    ERR_MSG="APP_NAME environment variable not set"
+    echo $ERR_MSG >&2
     exit 1
 fi
 
 if [[ -z $STAGE ]]; then
-    echo "STAGE environment variable not set"
+    ERR_MSG="STAGE environment variable not set"
+    echo $ERR_MSG >&2
     exit 1
 fi
 
@@ -29,7 +32,8 @@ ACTIVITY_ARN=$(aws ssm get-parameter \
     --region "$AWS_REGION")
 
 if [[ -z $ACTIVITY_ARN ]]; then
-    echo "ACTIVITY_ARN environment variable not set"
+    ERR_MSG="ACTIVITY_ARN environment variable not set"
+    echo $ERR_MSG >&2
     exit 1
 fi
 
@@ -52,7 +56,7 @@ send_result () {
 }
 
 # TODO this will send task failure if any error is encountered, but sometimes errors can occur that do not affect that actual loading process
-trap 'cause="Error on line $LINENO" && error=$? && send_result && kill 0' ERR
+trap 'cause="Error on line $LINENO: $ERR_MSG" && error=$? && send_result && kill 0' ERR
 
 while true; do
 
@@ -79,9 +83,14 @@ while true; do
         echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - RELEASE=$RELEASE"
 
         # Check for release argument
-        if [[ -z $RELEASE ]]; then
-            echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Release version not found"
-            kill -1 $$
+        if [[ -z $RELEASE || "$RELEASE" == "null" || ! $RELEASE =~ ^[0-9]{1,4}$ ]]; then
+            ERR_MSG="Release version not found, is 'null', or is not a 1-4 digit integer"
+            echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - $ERR_MSG" >&2
+            status="FAILED"
+            error="1"
+            cause="$ERR_MSG"
+            send_result
+            kill 0
         else
             echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Starting load process for $RELEASE"
         fi
@@ -109,7 +118,6 @@ while true; do
             status="SUCCESS"
             send_result
             kill $send_heartbeat_pid
-
         fi
     fi
 done

From b39060d4287fd69cb3f95ed8a27da1dabe8fa7d0 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 13 Aug 2023 10:13:28 -0700
Subject: [PATCH 145/367] add timeout for get activity

---
 gfe-db/database/config/scripts/start_task.sh | 19 ++++++++++++++++++-
 1 file changed, 18 insertions(+), 1 deletion(-)

diff --git a/gfe-db/database/config/scripts/start_task.sh b/gfe-db/database/config/scripts/start_task.sh
index 765871c0..c28cfb3c 100644
--- a/gfe-db/database/config/scripts/start_task.sh
+++ b/gfe-db/database/config/scripts/start_task.sh
@@ -58,6 +58,8 @@ send_result () {
 # TODO this will send task failure if any error is encountered, but sometimes errors can occur that do not affect that actual loading process
 trap 'cause="Error on line $LINENO: $ERR_MSG" && error=$? && send_result && kill 0' ERR
 
+start_time=$(date +%s)
+timeout=120
 while true; do
 
     # Poll StepFunctions API for new activities
@@ -65,7 +67,8 @@ while true; do
     export ACTIVITY=$(aws stepfunctions get-activity-task \
         --activity-arn "$ACTIVITY_ARN" \
         --worker-name "$APP_NAME" \
-        --region "$AWS_REGION")
+        --region "$AWS_REGION" \
+        --cli-connect-timeout 65)
 
     if [[ -z $ACTIVITY ]]; then
         echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - No activities found"
@@ -120,6 +123,20 @@ while true; do
             kill $send_heartbeat_pid
         fi
     fi
+
+    current_time=$(date +%s)
+    elapsed_time=$((current_time - start_time))
+
+    if [ $elapsed_time -ge $timeout ]; then
+        ERR_MSG="Timeout reached after $timeout seconds"
+        echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - $ERR_MSG" >&2
+        status="FAILED"
+        error="1"
+        cause="$ERR_MSG"
+        send_result
+        kill 0
+    fi
+
 done
 
 exit 0

From 0d171881fa2c2db32ffb9dda0f9550432f12d2a3 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 13 Aug 2023 10:51:40 -0700
Subject: [PATCH 146/367] fix release variable json path

---
 gfe-db/database/config/scripts/start_task.sh | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/gfe-db/database/config/scripts/start_task.sh b/gfe-db/database/config/scripts/start_task.sh
index c28cfb3c..60fcd260 100644
--- a/gfe-db/database/config/scripts/start_task.sh
+++ b/gfe-db/database/config/scripts/start_task.sh
@@ -80,7 +80,7 @@ while true; do
         echo "$ACTIVITY"
 
         export TASK_TOKEN=$(echo "$ACTIVITY" | jq -r '.taskToken')
-        export RELEASE=$(echo "$ACTIVITY" | jq -r '.input' | jq '.version')
+        export RELEASE=$(echo "$ACTIVITY" | jq -r '.input' | jq -r '.input.version')
 
         echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - TASK_TOKEN=$TASK_TOKEN"
         echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - RELEASE=$RELEASE"

From 9123c964eaf9789fcebaa2377250c1a4823712d8 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 13 Aug 2023 10:55:54 -0700
Subject: [PATCH 147/367] update cfn tags with branch & commit sha

---
 gfe-db/database/Makefile       | 2 +-
 gfe-db/infrastructure/Makefile | 2 +-
 gfe-db/pipeline/Makefile       | 2 +-
 3 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/gfe-db/database/Makefile b/gfe-db/database/Makefile
index 0cfb67db..23589791 100644
--- a/gfe-db/database/Makefile
+++ b/gfe-db/database/Makefile
@@ -82,7 +82,7 @@ service.deploy:
 		--region $${AWS_REGION} \
 		--template-file template.yaml \
 		--stack-name "$${STAGE}-$${APP_NAME}-${SERVICE}" \
-		--tags stage="$${STAGE}" app="$${APP_NAME}" service="${SERVICE}" release_branch="$$(git branch --show-current)" \
+		--tags stage="$${STAGE}" app="$${APP_NAME}" service="${SERVICE}" branch="$$(git branch --show-current)" commit=$$(git rev-parse HEAD) \
 		--capabilities CAPABILITY_IAM \
 		--parameter-overrides \
 			Stage="$${STAGE}" \
diff --git a/gfe-db/infrastructure/Makefile b/gfe-db/infrastructure/Makefile
index 49f52d46..c04d5fb8 100644
--- a/gfe-db/infrastructure/Makefile
+++ b/gfe-db/infrastructure/Makefile
@@ -27,7 +27,7 @@ service.deploy:
 		--region $${AWS_REGION} \
 		--template-file template.yaml \
 		--stack-name "$${STAGE}-$${APP_NAME}-${SERVICE}" \
-		--tags stage="$${STAGE}" app="$${APP_NAME}" service="${SERVICE}" release_branch="$$(git branch --show-current)" \
+		--tags stage="$${STAGE}" app="$${APP_NAME}" service="${SERVICE}" branch="$$(git branch --show-current)" commit=$$(git rev-parse HEAD) \
 		--parameter-overrides \
 			Stage="$${STAGE}" \
 			AppName="$${APP_NAME}" \
diff --git a/gfe-db/pipeline/Makefile b/gfe-db/pipeline/Makefile
index feae6f81..d852223d 100644
--- a/gfe-db/pipeline/Makefile
+++ b/gfe-db/pipeline/Makefile
@@ -27,7 +27,7 @@ service.functions.deploy:
 		--region "$${AWS_REGION}" \
 		--template-file packaged.yaml \
 		--stack-name "$${STAGE}-$${APP_NAME}-${SERVICE}" \
-		--tags stage="$${STAGE}" app="$${APP_NAME}" service="${SERVICE}" release_branch="$$(git branch --show-current)" \
+		--tags stage="$${STAGE}" app="$${APP_NAME}" service="${SERVICE}" branch="$$(git branch --show-current)" commit=$$(git rev-parse HEAD) \
 		--capabilities CAPABILITY_IAM \
 		--parameter-overrides \
 			Stage="$${STAGE}" \

From 727ef24b98c03583fc132f39c039ecc14e246d36 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 13 Aug 2023 12:00:26 -0700
Subject: [PATCH 148/367] fix input path for load state; increase validation
 Lambda memory

---
 gfe-db/pipeline/functions/check_source_update/app.py   | 10 ++++++++--
 gfe-db/pipeline/statemachines/update-pipeline.asl.json |  1 +
 gfe-db/pipeline/template.yaml                          |  4 ++--
 3 files changed, 11 insertions(+), 4 deletions(-)

diff --git a/gfe-db/pipeline/functions/check_source_update/app.py b/gfe-db/pipeline/functions/check_source_update/app.py
index ac134335..45a170ae 100644
--- a/gfe-db/pipeline/functions/check_source_update/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/app.py
@@ -252,15 +252,21 @@ def lambda_handler(event, context):
         execution_payload = sorted(
             execution_payload, key=lambda x: x["version"], reverse=False
         )
+
+        # Send the payload to the processing queue for the state machine 
         for item in execution_payload:
             gfedb_processing_queue.send_message(MessageBody=json.dumps(item))
 
-        message = f"Queued {len(execution_payload)} release(s) for processing\n{execution_payload}"
+        message = f"Queued {len(execution_payload)} release(s) for processing"
         logger.info(message)
         return {
             "statusCode": 200,
-            "body": json.dumps({"message": message}),
+            "body": json.dumps({
+                "message": message,
+                "payload": execution_payload
+            }),
         }
+    
     except Exception as e:
         import traceback
 
diff --git a/gfe-db/pipeline/statemachines/update-pipeline.asl.json b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
index 91ced408..ae27c6f6 100644
--- a/gfe-db/pipeline/statemachines/update-pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
@@ -66,6 +66,7 @@
         "Load Stage": {
             "Type": "Parallel",
             "OutputPath": "$.[1]",
+            "ResultPath": null,
             "Next": "Post-Execution Validation Query",
             "Branches": [
                 {
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index a4800468..1f202d93 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -720,8 +720,8 @@ Resources:
       CodeUri: functions/validate_build_output/
       Handler: app.lambda_handler
       Runtime: python3.10
-      MemorySize: 256
-      Timeout: 60
+      MemorySize: 2048
+      Timeout: 120
       Architectures:
         - x86_64
       Environment:

From 78acd77533c66ecddaa547d898c050dc385207c6 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 13 Aug 2023 15:33:03 -0700
Subject: [PATCH 149/367] handle state machine errors

---
 gfe-db/database/config/scripts/start_task.sh  |  28 +--
 .../execute_validation_queries/app.py         |  19 +-
 .../statemachines/update-pipeline.asl.json    | 206 +++++++++++++-----
 3 files changed, 181 insertions(+), 72 deletions(-)

diff --git a/gfe-db/database/config/scripts/start_task.sh b/gfe-db/database/config/scripts/start_task.sh
index 60fcd260..67a4d774 100644
--- a/gfe-db/database/config/scripts/start_task.sh
+++ b/gfe-db/database/config/scripts/start_task.sh
@@ -58,8 +58,8 @@ send_result () {
 # TODO this will send task failure if any error is encountered, but sometimes errors can occur that do not affect that actual loading process
 trap 'cause="Error on line $LINENO: $ERR_MSG" && error=$? && send_result && kill 0' ERR
 
-start_time=$(date +%s)
-timeout=120
+# start_time=$(date +%s)
+# timeout=120
 while true; do
 
     # Poll StepFunctions API for new activities
@@ -124,18 +124,18 @@ while true; do
         fi
     fi
 
-    current_time=$(date +%s)
-    elapsed_time=$((current_time - start_time))
-
-    if [ $elapsed_time -ge $timeout ]; then
-        ERR_MSG="Timeout reached after $timeout seconds"
-        echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - $ERR_MSG" >&2
-        status="FAILED"
-        error="1"
-        cause="$ERR_MSG"
-        send_result
-        kill 0
-    fi
+    # current_time=$(date +%s)
+    # elapsed_time=$((current_time - start_time))
+
+    # if [ $elapsed_time -ge $timeout ]; then
+    #     ERR_MSG="Timeout reached after $timeout seconds"
+    #     echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - $ERR_MSG" >&2
+    #     status="FAILED"
+    #     error="1"
+    #     cause="$ERR_MSG"
+    #     send_result
+    #     kill 0
+    # fi
 
 done
 
diff --git a/gfe-db/pipeline/functions/execute_validation_queries/app.py b/gfe-db/pipeline/functions/execute_validation_queries/app.py
index afe7c6eb..bf8a6e09 100644
--- a/gfe-db/pipeline/functions/execute_validation_queries/app.py
+++ b/gfe-db/pipeline/functions/execute_validation_queries/app.py
@@ -55,12 +55,26 @@ def lambda_handler(event, context):
         # IPD_Accession node release counts
         ipd_accession_release_counts = execute_query(driver, ipd_accession_release_counts_cql)
 
-    return {
+
+    payload = {
         "node_counts": node_counts,
         "has_ipd_allele_release_counts": has_ipd_allele_release_counts,
         "ipd_accession_release_counts": ipd_accession_release_counts
     }
 
+    # # TODO if event contains "$.validations.queries.pre", confirm that the pre and
+    # # post query results indicate the load was successful
+    # # `is_load_successful = True/False ==> return {"is_load_successful": is_load_successful}`
+    # # TODO calculate expected counts based on CSV files (validate build output) and compare
+    # if "validations" in event:
+    #     if "queries" in event["validations"]:
+    #         if "pre" in event["validations"]["queries"]:
+
+    #             # TODO temporary return value, still need to compare pre and post query results
+    #             payload["is_load_successful"] = True
+
+    return payload
+
 nodes = [
     "GFE",
     "IPD_Accession",
@@ -100,7 +114,8 @@ def execute_query(driver, query):
 if __name__ == "__main__":
     from pathlib import Path
 
-    event_path = Path(__file__).parent / "post-execution-event.json"
+    event_path = Path(__file__).parent / "pre-execution-event.json"
+    # event_path = Path(__file__).parent / "post-execution-event.json"
 
     with open(event_path, "r") as file:
         event = json.load(file)
diff --git a/gfe-db/pipeline/statemachines/update-pipeline.asl.json b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
index ae27c6f6..0089fdce 100644
--- a/gfe-db/pipeline/statemachines/update-pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
@@ -1,78 +1,138 @@
 {
-    "StartAt": "Pre-Execution Validation Query",
+    "StartAt": "Run Pre-Execution Validation Query",
     "States": {
-        "Pre-Execution Validation Query": {
+        "Run Pre-Execution Validation Query": {
             "Type": "Task",
             "Resource": "${ExecuteValidationQueriesFunctionArn}",
             "ResultPath": "$.validations.queries.pre",
-            "Next": "Pre-Execution Backup"
+            "Next": "Run Pre-Execution Backup",
+            "Catch": [
+                {
+                    "ErrorEquals": [
+                        "States.ALL"
+                    ],
+                    "Next": "Execution Failed"
+                }
+            ]
         },
-        "Pre-Execution Backup": {
+        "Run Pre-Execution Backup": {
             "Type": "Task",
             "Resource": "${InvokeBackupScriptFunctionArn}",
             "ResultPath": "$.backups.pre",
-            "Next": "GetExecutionState"
+            "Next": "Get Execution State",
+            "Catch": [
+                {
+                    "ErrorEquals": [
+                        "States.ALL"
+                    ],
+                    "Next": "Execution Failed"
+                }
+            ]
         },
-        "GetExecutionState": {
+        "Get Execution State": {
             "Type": "Task",
             "Resource": "${GetExecutionStateFunctionArn}",
             "ResultPath": "$.state",
-            "Next": "GfeDbBuildJob"
-        },
-        "GfeDbBuildJob": {
-            "Type": "Task",
-            "Resource": "arn:aws:states:::batch:submitJob.sync",
-            "ResultPath": null,
-            "Next": "Validate Build",
-            "Parameters": {
-                "JobDefinition": "${BuildJobDefinition}",
-                "JobName": "${BuildJobName}",
-                "JobQueue": "${BuildJobQueue}",
-                "ContainerOverrides": {
-                    "Environment": [
-                        {
-                            "Name": "EVENT",
-                            "Value.$": "States.JsonToString($)"
-                        }
-                    ]
+            "Next": "Build Stage",
+            "Catch": [
+                {
+                    "ErrorEquals": [
+                        "States.ALL"
+                    ],
+                    "Next": "Execution Failed"
                 }
-            }
-        },
-        "Validate Build": {
-            "Type": "Task",
-            "Resource": "${ValidateBuildOutputFunctionArn}",
-            "Parameters": {
-                "execution_context.$": "$$"
-            },
-            "ResultPath": "$.validations.build",
-            "Next": "Evaluate Payload"
+            ]
         },
-        "Evaluate Payload": {
-            "Type": "Choice",
-            "Choices": [
+        "Build Stage": {
+            "Type": "Parallel",
+            "ResultPath": null,
+            "Next": "Load Stage",
+            "Catch": [
                 {
-                    "Variable": "$.validations.build.has_valid_payload",
-                    "BooleanEquals": true,
-                    "Next": "Load Stage"
+                    "ErrorEquals": [
+                        "States.ALL"
+                    ],
+                    "Next": "Execution Failed"
                 }
             ],
-            "Default": "Execution Failed"
+            "Branches": [
+                {
+                    "StartAt": "Build IMGT Release",
+                    "States": {
+                        "Build IMGT Release": {
+                            "Type": "Task",
+                            "Resource": "arn:aws:states:::batch:submitJob.sync",
+                            "ResultPath": null,
+                            "Next": "Validate Build",
+                            "Parameters": {
+                                "JobDefinition": "${BuildJobDefinition}",
+                                "JobName": "${BuildJobName}",
+                                "JobQueue": "${BuildJobQueue}",
+                                "ContainerOverrides": {
+                                    "Environment": [
+                                        {
+                                            "Name": "EVENT",
+                                            "Value.$": "States.JsonToString($)"
+                                        }
+                                    ]
+                                }
+                            }
+                        },
+                        "Validate Build": {
+                            "Type": "Task",
+                            "Resource": "${ValidateBuildOutputFunctionArn}",
+                            "Parameters": {
+                                "execution_context.$": "$$"
+                            },
+                            "ResultPath": "$.validations.build",
+                            "Next": "Is Build Valid?"
+                        },
+                        "Is Build Valid?": {
+                            "Type": "Choice",
+                            "Choices": [
+                                {
+                                    "Variable": "$.validations.build.has_valid_payload",
+                                    "BooleanEquals": true,
+                                    "Next": "Build Succeeded"
+                                }
+                            ],
+                            "Default": "Build Failed"
+                        },
+                        "Build Succeeded": {
+                            "Type": "Pass",
+                            "ResultPath": null,
+                            "End": true
+                        },
+                        "Build Failed": {
+                            "Type": "Fail",
+                            "Error": "BuildFailed",
+                            "Cause": "No valid build was generated"
+                        }
+                    }
+                }
+            ]
         },
         "Execution Failed": {
             "Type": "Fail",
-            "Error": "ExecutionFailed",
-            "Cause": "No valid payload was generated"
+            "Error": "ExecutionFailed"
         },
         "Load Stage": {
             "Type": "Parallel",
-            "OutputPath": "$.[1]",
             "ResultPath": null,
-            "Next": "Post-Execution Validation Query",
+            "Next": "Post-Execution Backup",
+            "Catch": [
+                {
+                    "ErrorEquals": [
+                        "States.ALL"
+                    ],
+                    "Next": "Execution Failed"
+                }
+            ],
             "Branches": [
                 {
-                    "StartAt": "InvokeLoadScript",
+                    "StartAt": "Run Load Script",
                     "States": {
-                        "InvokeLoadScript": {
+                        "Run Load Script": {
                             "Type": "Task",
                             "Resource": "${InvokeLoadScriptFunctionArn}",
                             "End": true
@@ -80,29 +140,63 @@
                     }
                 },
                 {
-                    "StartAt": "LoadReleaseActivity",
+                    "StartAt": "Load Release Activity",
                     "States": {
-                        "LoadReleaseActivity": {
+                        "Load Release Activity": {
                             "Type": "Task",
                             "Resource": "${LoadReleaseActivityArn}",
                             "HeartbeatSeconds": 60,
+                            "Next": "Run Post-Execution Validation Query"
+                        },
+                        "Run Post-Execution Validation Query": {
+                            "Type": "Task",
+                            "Resource": "${ExecuteValidationQueriesFunctionArn}",
+                            "ResultPath": "$.validations.queries.post",
+                            "Next": "Validate Results (placeholder)"
+                        },
+                        "Validate Results (placeholder)": {
+                            "Type": "Pass",
+                            "ResultPath": null,
+                            "Next": "Is Load Successful? (placeholder)"
+                        },
+                        "Is Load Successful? (placeholder)": {
+                            "Type": "Choice",
+                            "Choices": [
+                                {
+                                    "Variable": "$.validations.queries.post",
+                                    "IsPresent": true,
+                                    "Next": "Load Succeeded"
+                                }
+                            ],
+                            "Default": "Load Failed"
+                        },
+                        "Load Succeeded": {
+                            "Type": "Pass",
+                            "ResultPath": null,
                             "End": true
+                        },
+                        "Load Failed": {
+                            "Type": "Fail",
+                            "Error": "LoadFailed",
+                            "Cause": "Post-execution validation queries do not match expected values"
                         }
                     }
                 }
             ]
         },
-        "Post-Execution Validation Query": {
-            "Type": "Task",
-            "Resource": "${ExecuteValidationQueriesFunctionArn}",
-            "ResultPath": "$.validations.queries.post",
-            "Next": "Post-Execution Backup"
-        },
         "Post-Execution Backup": {
             "Type": "Task",
             "Resource": "${InvokeBackupScriptFunctionArn}",
             "ResultPath": "$.backups.post",
-            "End": true
+            "End": true,
+            "Catch": [
+                {
+                    "ErrorEquals": [
+                        "States.ALL"
+                    ],
+                    "Next": "Execution Failed"
+                }
+            ]
         }
     }
 }
\ No newline at end of file

From 84de3d01431708da9d889eeecd5b2298763988d7 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 13 Aug 2023 17:20:38 -0700
Subject: [PATCH 150/367] fix output paths for load stage

---
 gfe-db/pipeline/statemachines/update-pipeline.asl.json | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/gfe-db/pipeline/statemachines/update-pipeline.asl.json b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
index 0089fdce..423d66ed 100644
--- a/gfe-db/pipeline/statemachines/update-pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
@@ -118,8 +118,8 @@
         },
         "Load Stage": {
             "Type": "Parallel",
-            "ResultPath": null,
-            "Next": "Post-Execution Backup",
+            "OutputPath": "$.[1]",
+            "Next": "Run Post-Execution Backup",
             "Catch": [
                 {
                     "ErrorEquals": [
@@ -146,6 +146,7 @@
                             "Type": "Task",
                             "Resource": "${LoadReleaseActivityArn}",
                             "HeartbeatSeconds": 60,
+                            "ResultPath": null,
                             "Next": "Run Post-Execution Validation Query"
                         },
                         "Run Post-Execution Validation Query": {
@@ -184,7 +185,7 @@
                 }
             ]
         },
-        "Post-Execution Backup": {
+        "Run Post-Execution Backup": {
             "Type": "Task",
             "Resource": "${InvokeBackupScriptFunctionArn}",
             "ResultPath": "$.backups.post",

From 92a19682a5da3ce816fa5e99a798af1ed78f56c4 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Wed, 16 Aug 2023 14:27:43 -0700
Subject: [PATCH 151/367] conditionally set VPC variable

---
 Makefile | 23 ++++++++++++++++++++++-
 1 file changed, 22 insertions(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 91fb5650..0f00b736 100644
--- a/Makefile
+++ b/Makefile
@@ -40,8 +40,26 @@ target:
 	$(info ${HELP_MESSAGE})
 	@exit 0
 
-deploy: logs.purge check.env ##=> Deploy services
+var.vpc.set:
+ifeq ($(vpc),true)
+	$(eval VPC := true)
+else ifeq ($(vpc),false)
+	$(eval VPC := false)
+else ifeq ($(vpc),)
+	$(eval VPC := false)
+else
+	$(error Invalid value for vpc: must be true or false)
+endif
+
+# var.vpc.echo: var.vpc.sets
+# 	@echo ${VPC}
+
+deploy: logs.purge check.env var.vpc.set ##=> vpc=true/false ##=> Deploy all services
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deploying ${APP_NAME} to ${AWS_ACCOUNT}" 2>&1 | tee -a ${CFN_LOG_PATH}
+ifeq ($(vpc),true)
+	@echo "Deploying VPC"
+	$(MAKE) vpc.deploy # TODO catch error and abort
+endif
 	$(MAKE) infrastructure.deploy
 	$(MAKE) database.deploy
 	$(MAKE) pipeline.deploy
@@ -111,6 +129,9 @@ check.dependencies.jq:
 	fi
 
 # Deploy specific stacks
+vpc.deploy:
+	$(MAKE) -C ${APP_NAME}/vpc/ deploy
+
 infrastructure.deploy:
 	$(MAKE) -C ${APP_NAME}/infrastructure/ deploy
 

From 54020e0702af3ce7f8dca7dbe2ed4c552ba29108 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Wed, 16 Aug 2023 17:58:47 -0700
Subject: [PATCH 152/367] validate vpc param and env vars before deployment

---
 Makefile | 70 ++++++++++++++++++++++++++++++++++++++++++++++++--------
 1 file changed, 61 insertions(+), 9 deletions(-)

diff --git a/Makefile b/Makefile
index 0f00b736..33c6a89f 100644
--- a/Makefile
+++ b/Makefile
@@ -7,7 +7,9 @@ include .env
 export
 
 # Base settings, these should almost never change
-export AWS_ACCOUNT ?= $(shell aws sts get-caller-identity --query Account --output text)
+export AWS_ACCOUNT ?= $(shell aws sts get-caller-identity \
+	--query Account \
+	--output text)
 
 export ROOT_DIR := $(shell pwd)
 export DATABASE_DIR := ${ROOT_DIR}/${APP_NAME}/database
@@ -36,33 +38,80 @@ export PIPELINE_STATE_PATH := config/IMGTHLA-repository-state.json
 export PIPELINE_PARAMS_PATH := config/pipeline-input.json
 export FUNCTIONS_PATH := ${APP_NAME}/pipeline/functions
 
+# print colors
+define blue
+	@tput setaf 4
+	@echo $1
+	@tput sgr0
+endef
+
+define green
+	@tput setaf 2
+	@echo $1
+	@tput sgr0
+endef
+
+define yellow
+	@tput setaf 3
+	@echo $1
+	@tput sgr0
+endef
+
+define red
+	@tput setaf 1
+	@echo $1
+	@tput sgr0
+endef
+
 target:
 	$(info ${HELP_MESSAGE})
 	@exit 0
 
+var.vpc_id.check:
+ifeq ($(VPC_ID),)
+	$(call red, "VPC_ID must be set as an environment variable when \`vpc\` is false")
+	@exit 1
+else
+	$(call green, "Found VpcId: ${VPC_ID}")
+endif
+
+var.public_subnet_id.check:
+ifeq ($(PUBLIC_SUBNET_ID),)
+	$(call red, "PUBLIC_SUBNET_ID must be set as an environment variable when \`vpc\` is false")
+	@exit 1
+else
+	$(call green, "Found PublicSubnetId: ${PUBLIC_SUBNET_ID}")
+endif
+
 var.vpc.set:
 ifeq ($(vpc),true)
+	@echo "vpc=$$vpc"
+	$(call blue, "Creating VPC for this deployment")
 	$(eval VPC := true)
 else ifeq ($(vpc),false)
+	@echo "vpc=$$vpc"
+	$(MAKE) var.vpc_id.check
+	$(MAKE) var.public_subnet_id.check
 	$(eval VPC := false)
 else ifeq ($(vpc),)
+	@echo "vpc not set, defaulting to false"
+	$(MAKE) var.vpc_id.check
+	$(MAKE) var.public_subnet_id.check
 	$(eval VPC := false)
 else
-	$(error Invalid value for vpc: must be true or false)
+	$(call red, "Invalid value for \`vpc\`: must be \`true\` or \`false\`")
+	@exit 1
 endif
 
-# var.vpc.echo: var.vpc.sets
-# 	@echo ${VPC}
-
 deploy: logs.purge check.env var.vpc.set ##=> vpc=true/false ##=> Deploy all services
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deploying ${APP_NAME} to ${AWS_ACCOUNT}" 2>&1 | tee -a ${CFN_LOG_PATH}
 ifeq ($(vpc),true)
 	@echo "Deploying VPC"
 	$(MAKE) vpc.deploy # TODO catch error and abort
 endif
-	$(MAKE) infrastructure.deploy
-	$(MAKE) database.deploy
-	$(MAKE) pipeline.deploy
+	# $(MAKE) infrastructure.deploy
+	# $(MAKE) database.deploy
+	# $(MAKE) pipeline.deploy
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Finished deploying ${APP_NAME}" 2>&1 | tee -a ${CFN_LOG_PATH}
 
 logs.purge: logs.dirs
@@ -77,6 +126,9 @@ logs.dirs:
 		"${LOGS_DIR}/database/bootstrap" || true
 
 check.env: check.dependencies
+ifndef AWS_ACCOUNT
+$(error AWS_ACCOUNT is not set. Please add AWS_ACCOUNT to the environment variables.)
+endif
 ifndef AWS_REGION
 $(error AWS_REGION is not set. Please add AWS_REGION to the environment variables.)
 endif
@@ -132,7 +184,7 @@ check.dependencies.jq:
 vpc.deploy:
 	$(MAKE) -C ${APP_NAME}/vpc/ deploy
 
-infrastructure.deploy:
+infrastructure.deploy: 
 	$(MAKE) -C ${APP_NAME}/infrastructure/ deploy
 
 database.deploy:

From fc944b706ded6846d26640d52c0651742a321a36 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 17 Aug 2023 14:59:54 -0700
Subject: [PATCH 153/367] conditionally create VPC

---
 Makefile                            |  29 +++---
 gfe-db/infrastructure/Makefile      |  10 +-
 gfe-db/infrastructure/template.yaml | 146 +++++++++++++++++++---------
 3 files changed, 125 insertions(+), 60 deletions(-)

diff --git a/Makefile b/Makefile
index 33c6a89f..15fbc689 100644
--- a/Makefile
+++ b/Makefile
@@ -67,6 +67,7 @@ target:
 	$(info ${HELP_MESSAGE})
 	@exit 0
 
+# Only called when vpc=false, checks for VPC_ID in environment
 var.vpc_id.check:
 ifeq ($(VPC_ID),)
 	$(call red, "VPC_ID must be set as an environment variable when \`vpc\` is false")
@@ -75,6 +76,7 @@ else
 	$(call green, "Found VpcId: ${VPC_ID}")
 endif
 
+# Only called when vpc=false, checks for PUBLIC_SUBNET_ID in environment
 var.public_subnet_id.check:
 ifeq ($(PUBLIC_SUBNET_ID),)
 	$(call red, "PUBLIC_SUBNET_ID must be set as an environment variable when \`vpc\` is false")
@@ -83,34 +85,39 @@ else
 	$(call green, "Found PublicSubnetId: ${PUBLIC_SUBNET_ID}")
 endif
 
+# If vpc=true, VPC_ID & PUBLIC_SUBNET_ID are ignored because they will be created
+# If vpc=false, VPC_ID & PUBLIC_SUBNET_ID are required in the environment
+# Both variables are referenced as SSM Parameters in the CloudFormation templates
 var.vpc.set:
 ifeq ($(vpc),true)
 	@echo "vpc=$$vpc"
 	$(call blue, "Creating VPC for this deployment")
-	$(eval VPC := true)
+	$(eval CREATE_VPC := true)
 else ifeq ($(vpc),false)
 	@echo "vpc=$$vpc"
 	$(MAKE) var.vpc_id.check
 	$(MAKE) var.public_subnet_id.check
-	$(eval VPC := false)
+	$(eval CREATE_VPC := false)
 else ifeq ($(vpc),)
 	@echo "vpc not set, defaulting to false"
 	$(MAKE) var.vpc_id.check
 	$(MAKE) var.public_subnet_id.check
-	$(eval VPC := false)
+	$(eval CREATE_VPC := false)
 else
 	$(call red, "Invalid value for \`vpc\`: must be \`true\` or \`false\`")
 	@exit 1
-endif
-
+endif	
+
+# TODO BOOKMARK 8/16/23
+# TODO Test optional VPC deployment using ONLY vpc=true/false, should deploy smoothly for both
+# TODO use conditional deployment
+# TODO parameterize the deployment environment
+# TODO add user confirmation before deploying
+# TODO need stateful deploy target, subsequent calls to `make deploy` should have the same `vpc` value true/false as the initial
 deploy: logs.purge check.env var.vpc.set ##=> vpc=true/false ##=> Deploy all services
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deploying ${APP_NAME} to ${AWS_ACCOUNT}" 2>&1 | tee -a ${CFN_LOG_PATH}
-ifeq ($(vpc),true)
-	@echo "Deploying VPC"
-	$(MAKE) vpc.deploy # TODO catch error and abort
-endif
-	# $(MAKE) infrastructure.deploy
-	# $(MAKE) database.deploy
+	$(MAKE) infrastructure.deploy
+	$(MAKE) database.deploy
 	# $(MAKE) pipeline.deploy
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Finished deploying ${APP_NAME}" 2>&1 | tee -a ${CFN_LOG_PATH}
 
diff --git a/gfe-db/infrastructure/Makefile b/gfe-db/infrastructure/Makefile
index d84f0e61..505fb659 100644
--- a/gfe-db/infrastructure/Makefile
+++ b/gfe-db/infrastructure/Makefile
@@ -18,11 +18,18 @@ service.deploy.update-dns:
 		--query "Parameters[0].Value" \
 		--output text) && \
 	sed -e "s/<domain_name>/${SUBDOMAIN}.${HOST_DOMAIN}./g" -e "s/<elastic_ip>/$$elastic_ip/g" $$config_path > $$config_path.tmp && \
-	aws route53 change-resource-record-sets --hosted-zone-id $${HOSTED_ZONE_ID} --change-batch file://$$config_path.tmp
+	echo "Updating DNS records with:" && \
+	cat $$config_path.tmp && \
+	res=$$(aws route53 change-resource-record-sets --hosted-zone-id $${HOSTED_ZONE_ID} --change-batch file://$$config_path.tmp) && \
+	echo && \
+	echo "Response:" && \
+	echo $$res | jq -r
 
 # TODO test AWSCLI output and validate the stack was created successfully
+# Add stateful check from SSM Param of vpc=true/false to correctly set CREATE_VPC
 service.deploy:
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deploying CloudFormation" 2>&1 | tee -a $${CFN_LOG_PATH}
+	@echo "${CREATE_VPC}"
 	@aws cloudformation deploy \
 		--region $${AWS_REGION} \
 		--template-file template.yaml \
@@ -30,6 +37,7 @@ service.deploy:
 		--parameter-overrides \
 			Stage="$${STAGE}" \
 			AppName="$${APP_NAME}" \
+			createVpc="$${CREATE_VPC}" \
 			VpcId="$${VPC_ID}" \
 			PublicSubnetId="$${PUBLIC_SUBNET_ID}" \
 			DataBucketName="$${DATA_BUCKET_NAME}" \
diff --git a/gfe-db/infrastructure/template.yaml b/gfe-db/infrastructure/template.yaml
index 68af4632..9469e276 100644
--- a/gfe-db/infrastructure/template.yaml
+++ b/gfe-db/infrastructure/template.yaml
@@ -7,16 +7,30 @@ Parameters:
     Description: Stage of production
   AppName:
     Type: String
+  createVpc:
+    Type: String
+    Default: 'false'
+    AllowedValues:
+      - 'true'
+      - 'false'
   DataBucketName:
     Type: String
   VpcId:
     Type: String
+    Description: Required if createVpc is false
+    Default: ''
   PublicSubnetId:
     Type: String
+    Description: Required if createVpc is false
+    Default: ''
   GitHubPersonalAccessToken:
     Type: String
     NoEcho: true
-    
+  
+Conditions:
+  CreateVpc: !Equals [!Ref createVpc, 'true']
+  UseExternalVpc: !Equals [!Ref createVpc, 'false']
+
 Mappings:
   # AvailabilityZoneMap defines availability zones where an m5d.xlarge instance is available (used for Neo4j server).
   AvailabilityZoneMap:
@@ -36,76 +50,112 @@ Mappings:
       AvailabilityZone: eu-west-3a
 
 Resources:
-  # Vpc:
-  #   Type: AWS::EC2::VPC
-  #   Properties:
-  #     CidrBlock: 10.0.0.0/16
-  #     EnableDnsHostnames: true
-  #     EnableDnsSupport: true
-  #     Tags:
-  #       - Key: Name
-  #         Value: !Sub '${Stage}-${AppName}-${AWS::Region}-vpc'
+
+  CreateVpcParameter:
+    Type: AWS::SSM::Parameter
+    Condition: CreateVpc
+    Properties:
+      Type: String
+      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/CreateVpc'
+      Description: !Sub "True if stack creates a VPC, false if stack uses an existing VPC"
+      Value: !Ref createVpc
+
+  Vpc:
+    Type: AWS::EC2::VPC
+    Condition: CreateVpc
+    Properties:
+      CidrBlock: 10.0.0.0/16
+      EnableDnsHostnames: true
+      EnableDnsSupport: true
+      Tags:
+        - Key: Name
+          Value: !Sub '${Stage}-${AppName}-${AWS::Region}-vpc'
   
-  # PublicSubnet:
-  #   Type: AWS::EC2::Subnet
-  #   Properties:
-  #     CidrBlock: 10.0.0.0/24
-  #     VpcId: !Ref Vpc
-  #     AvailabilityZone: !FindInMap [AvailabilityZoneMap, !Ref AWS::Region, AvailabilityZone]
-  #     MapPublicIpOnLaunch: true
+  PublicSubnet:
+    Type: AWS::EC2::Subnet
+    Condition: CreateVpc
+    Properties:
+      CidrBlock: 10.0.0.0/24
+      VpcId: !Ref Vpc
+      AvailabilityZone: !FindInMap [AvailabilityZoneMap, !Ref AWS::Region, AvailabilityZone]
+      MapPublicIpOnLaunch: true
   
-  # InternetGateway:
-  #   Type: AWS::EC2::InternetGateway
+  InternetGateway:
+    Type: AWS::EC2::InternetGateway
+    Condition: CreateVpc
   
-  # RouteTable:
-  #   Type: AWS::EC2::RouteTable
-  #   Properties:
-  #     VpcId: !Ref Vpc
+  RouteTable:
+    Type: AWS::EC2::RouteTable
+    Condition: CreateVpc
+    Properties:
+      VpcId: !Ref Vpc
   
-  # VpcGatewayAttachment:
-  #   Type: AWS::EC2::VPCGatewayAttachment
-  #   Properties:
-  #     VpcId: !Ref Vpc
-  #     InternetGatewayId: !Ref InternetGateway
+  VpcGatewayAttachment:
+    Type: AWS::EC2::VPCGatewayAttachment
+    Condition: CreateVpc
+    Properties:
+      VpcId: !Ref Vpc
+      InternetGatewayId: !Ref InternetGateway
   
-  # Route:
-  #   Type: AWS::EC2::Route
-  #   DependsOn:
-  #     - InternetGateway
-  #     - VpcGatewayAttachment
-  #   Properties:
-  #     RouteTableId: !Ref RouteTable
-  #     DestinationCidrBlock: 0.0.0.0/0
-  #     GatewayId: !Ref InternetGateway
+  Route:
+    Type: AWS::EC2::Route
+    Condition: CreateVpc
+    DependsOn:
+      - InternetGateway
+      - VpcGatewayAttachment
+    Properties:
+      RouteTableId: !Ref RouteTable
+      DestinationCidrBlock: 0.0.0.0/0
+      GatewayId: !Ref InternetGateway
   
-  # SubnetRouteTableAssociation:
-  #   Type: AWS::EC2::SubnetRouteTableAssociation
-  #   Properties:
-  #     RouteTableId: !Ref RouteTable
-  #     SubnetId: !Ref PublicSubnet
+  SubnetRouteTableAssociation:
+    Type: AWS::EC2::SubnetRouteTableAssociation
+    Condition: CreateVpc
+    Properties:
+      RouteTableId: !Ref RouteTable
+      SubnetId: !Ref PublicSubnet
   
-  DataBucket:
-    Type: AWS::S3::Bucket
-    # Condition: CreateDataBucket
+  CreateVpcConditionVpcIDParameter:
+    Type: AWS::SSM::Parameter
+    Condition: CreateVpc
     Properties:
-      BucketName: !Ref DataBucketName
+      Type: String
+      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/VpcID'
+      Description: !Sub "Name of VPC network for ${AppName}"
+      Value: !Ref Vpc
+  
+  CreateVpcConditionPublicSubnetIDParameter:
+    Type: AWS::SSM::Parameter
+    Condition: CreateVpc
+    Properties:
+      Type: String
+      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/PublicSubnetID'
+      Description: !Sub "Public Subnet for the ${AppName} Neo4j server"
+      Value: !Ref PublicSubnet
   
-  VpcIDParameter:
+  UseExternalVpcConditionVpcIDParameter:
     Type: AWS::SSM::Parameter
+    Condition: UseExternalVpc
     Properties:
       Type: String
       Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/VpcID'
       Description: !Sub "Name of VPC network for ${AppName}"
       Value: !Ref VpcId
   
-  PublicSubnetIDParameter:
+  UseExternalVpcConditionPublicSubnetIDParameter:
     Type: AWS::SSM::Parameter
+    Condition: UseExternalVpc
     Properties:
       Type: String
       Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/PublicSubnetID'
       Description: !Sub "Public Subnet for the ${AppName} Neo4j server"
       Value: !Ref PublicSubnetId
   
+  DataBucket:
+    Type: AWS::S3::Bucket
+    Properties:
+      BucketName: !Ref DataBucketName
+
   DataBucketNameParameter:
     Type: AWS::SSM::Parameter
     Properties:

From 86d4d788facc900eefe9bdad8d0be3870f209d7b Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 18 Aug 2023 16:29:22 -0700
Subject: [PATCH 154/367] use environment variable instead of command line arg

---
 Makefile                       | 116 ++++++++++++++-------------------
 gfe-db/infrastructure/Makefile |   2 +-
 2 files changed, 50 insertions(+), 68 deletions(-)

diff --git a/Makefile b/Makefile
index 15fbc689..c27b66ff 100644
--- a/Makefile
+++ b/Makefile
@@ -67,57 +67,17 @@ target:
 	$(info ${HELP_MESSAGE})
 	@exit 0
 
-# Only called when vpc=false, checks for VPC_ID in environment
-var.vpc_id.check:
-ifeq ($(VPC_ID),)
-	$(call red, "VPC_ID must be set as an environment variable when \`vpc\` is false")
-	@exit 1
-else
-	$(call green, "Found VpcId: ${VPC_ID}")
-endif
-
-# Only called when vpc=false, checks for PUBLIC_SUBNET_ID in environment
-var.public_subnet_id.check:
-ifeq ($(PUBLIC_SUBNET_ID),)
-	$(call red, "PUBLIC_SUBNET_ID must be set as an environment variable when \`vpc\` is false")
-	@exit 1
-else
-	$(call green, "Found PublicSubnetId: ${PUBLIC_SUBNET_ID}")
-endif
-
-# If vpc=true, VPC_ID & PUBLIC_SUBNET_ID are ignored because they will be created
-# If vpc=false, VPC_ID & PUBLIC_SUBNET_ID are required in the environment
-# Both variables are referenced as SSM Parameters in the CloudFormation templates
-var.vpc.set:
-ifeq ($(vpc),true)
-	@echo "vpc=$$vpc"
-	$(call blue, "Creating VPC for this deployment")
-	$(eval CREATE_VPC := true)
-else ifeq ($(vpc),false)
-	@echo "vpc=$$vpc"
-	$(MAKE) var.vpc_id.check
-	$(MAKE) var.public_subnet_id.check
-	$(eval CREATE_VPC := false)
-else ifeq ($(vpc),)
-	@echo "vpc not set, defaulting to false"
-	$(MAKE) var.vpc_id.check
-	$(MAKE) var.public_subnet_id.check
-	$(eval CREATE_VPC := false)
-else
-	$(call red, "Invalid value for \`vpc\`: must be \`true\` or \`false\`")
-	@exit 1
-endif	
-
 # TODO BOOKMARK 8/16/23
 # TODO Test optional VPC deployment using ONLY vpc=true/false, should deploy smoothly for both
 # TODO use conditional deployment
 # TODO parameterize the deployment environment
 # TODO add user confirmation before deploying
 # TODO need stateful deploy target, subsequent calls to `make deploy` should have the same `vpc` value true/false as the initial
-deploy: logs.purge check.env var.vpc.set ##=> vpc=true/false ##=> Deploy all services
+deploy: logs.purge env.validate ##=> vpc=true/false ##=> Deploy all services
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deploying ${APP_NAME} to ${AWS_ACCOUNT}" 2>&1 | tee -a ${CFN_LOG_PATH}
+	@echo "(deploy) CREATE_VPC: ${CREATE_VPC}"
 	$(MAKE) infrastructure.deploy
-	$(MAKE) database.deploy
+	# $(MAKE) database.deploy
 	# $(MAKE) pipeline.deploy
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Finished deploying ${APP_NAME}" 2>&1 | tee -a ${CFN_LOG_PATH}
 
@@ -132,27 +92,6 @@ logs.dirs:
 		"${LOGS_DIR}/pipeline/load" \
 		"${LOGS_DIR}/database/bootstrap" || true
 
-check.env: check.dependencies
-ifndef AWS_ACCOUNT
-$(error AWS_ACCOUNT is not set. Please add AWS_ACCOUNT to the environment variables.)
-endif
-ifndef AWS_REGION
-$(error AWS_REGION is not set. Please add AWS_REGION to the environment variables.)
-endif
-ifndef AWS_PROFILE
-$(error AWS_PROFILE is not set. Please select an AWS profile to use.)
-endif
-ifndef GITHUB_PERSONAL_ACCESS_TOKEN
-$(error GITHUB_PERSONAL_ACCESS_TOKEN is not set. Please add GITHUB_PERSONAL_ACCESS_TOKEN to the environment variables.)
-endif
-ifndef HOST_DOMAIN
-$(error HOST_DOMAIN is not set. Please add HOST_DOMAIN to the environment variables.)
-endif
-ifndef ADMIN_EMAIL
-$(error ADMIN_EMAIL is not set. Please add ADMIN_EMAIL to the environment variables.)
-endif
-	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Found environment variables" 2>&1 | tee -a ${CFN_LOG_PATH}
-
 check.dependencies:
 	$(MAKE) check.dependencies.docker
 	$(MAKE) check.dependencies.awscli
@@ -187,9 +126,52 @@ check.dependencies.jq:
 		exit 1; \
 	fi
 
-# Deploy specific stacks
-vpc.deploy:
-	$(MAKE) -C ${APP_NAME}/vpc/ deploy
+env.validate.no-vpc:
+ifeq ($(VPC_ID),)
+	$(call red, "VPC_ID must be set as an environment variable when \`CREATE_VPC\` is false")
+	@exit 1
+else
+	$(call green, "Found VPC_ID: ${VPC_ID}")
+endif
+ifeq ($(PUBLIC_SUBNET_ID),)
+	$(call red, "PUBLIC_SUBNET_ID must be set as an environment variable when \`CREATE_VPC\` is false")
+	@exit 1
+else
+	$(call green, "Found PUBLIC_SUBNET_ID: ${PUBLIC_SUBNET_ID}")
+endif
+
+env.validate: check.dependencies
+ifndef AWS_ACCOUNT
+	$(error AWS_ACCOUNT is not set. Please add AWS_ACCOUNT to the environment variables.)
+endif
+ifndef AWS_REGION
+	$(error AWS_REGION is not set. Please add AWS_REGION to the environment variables.)
+endif
+ifndef AWS_PROFILE
+	$(error AWS_PROFILE is not set. Please select an AWS profile to use.)
+endif
+ifndef GITHUB_PERSONAL_ACCESS_TOKEN
+	$(error GITHUB_PERSONAL_ACCESS_TOKEN is not set. Please add GITHUB_PERSONAL_ACCESS_TOKEN to the environment variables.)
+endif
+ifndef HOST_DOMAIN
+	$(error HOST_DOMAIN is not set. Please add HOST_DOMAIN to the environment variables.)
+endif
+ifndef ADMIN_EMAIL
+	$(error ADMIN_EMAIL is not set. Please add ADMIN_EMAIL to the environment variables.)
+endif
+ifndef CREATE_VPC
+	$(info 'CREATE_VPC' is not set. Defaulting to 'false')
+	$(eval export CREATE_VPC := false)
+	$(call blue, "This deployment uses an existing VPC")
+	$(MAKE) env.validate.no-vpc
+endif
+ifeq ($(CREATE_VPC),false)
+	$(call blue, "This deployment uses an existing VPC")
+	$(MAKE) env.validate.no-vpc
+else ifeq ($(CREATE_VPC),true)
+	$(call blue, "This deployment includes a VPC")
+endif
+	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Found environment variables" 2>&1 | tee -a ${CFN_LOG_PATH}
 
 infrastructure.deploy: 
 	$(MAKE) -C ${APP_NAME}/infrastructure/ deploy
diff --git a/gfe-db/infrastructure/Makefile b/gfe-db/infrastructure/Makefile
index 505fb659..43e17105 100644
--- a/gfe-db/infrastructure/Makefile
+++ b/gfe-db/infrastructure/Makefile
@@ -29,7 +29,7 @@ service.deploy.update-dns:
 # Add stateful check from SSM Param of vpc=true/false to correctly set CREATE_VPC
 service.deploy:
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deploying CloudFormation" 2>&1 | tee -a $${CFN_LOG_PATH}
-	@echo "${CREATE_VPC}"
+	@echo "(infra) CREATE_VPC: ${CREATE_VPC}"
 	@aws cloudformation deploy \
 		--region $${AWS_REGION} \
 		--template-file template.yaml \

From 874710a8b3c955d41decddf09e7e143c69b708d0 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 18 Aug 2023 16:45:15 -0700
Subject: [PATCH 155/367] source environment variables by stage

---
 .gitignore | 2 +-
 Makefile   | 4 ++--
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/.gitignore b/.gitignore
index 9e1bc163..8ef8fd64 100755
--- a/.gitignore
+++ b/.gitignore
@@ -76,7 +76,7 @@ fil*
 summary_*
 
 # Environment variables
-.env
+.env*
 env.sh
 
 # PyCharm
diff --git a/Makefile b/Makefile
index c27b66ff..4308fc6d 100644
--- a/Makefile
+++ b/Makefile
@@ -2,11 +2,11 @@
 # Bootstrapping variables
 ##########################
 
-# Application specific environment variables
+# Environment variables
 include .env
+include .env.${STAGE}
 export
 
-# Base settings, these should almost never change
 export AWS_ACCOUNT ?= $(shell aws sts get-caller-identity \
 	--query Account \
 	--output text)

From 5b9383b209a55a1e5cafa0c5730be751bcba0986 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 18 Aug 2023 17:29:56 -0700
Subject: [PATCH 156/367] validate stage value matches deployment environment

---
 Makefile | 25 ++++++++++++++++++++-----
 1 file changed, 20 insertions(+), 5 deletions(-)

diff --git a/Makefile b/Makefile
index 4308fc6d..01cae82b 100644
--- a/Makefile
+++ b/Makefile
@@ -68,12 +68,10 @@ target:
 	@exit 0
 
 # TODO BOOKMARK 8/16/23
-# TODO Test optional VPC deployment using ONLY vpc=true/false, should deploy smoothly for both
-# TODO use conditional deployment
-# TODO parameterize the deployment environment
+# TODO use conditional deployment ✅
+# TODO parameterize the deployment environment ✅
 # TODO add user confirmation before deploying
-# TODO need stateful deploy target, subsequent calls to `make deploy` should have the same `vpc` value true/false as the initial
-deploy: logs.purge env.validate ##=> vpc=true/false ##=> Deploy all services
+deploy: logs.purge env.validate.stage env.validate ##=> Deploy all services
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deploying ${APP_NAME} to ${AWS_ACCOUNT}" 2>&1 | tee -a ${CFN_LOG_PATH}
 	@echo "(deploy) CREATE_VPC: ${CREATE_VPC}"
 	$(MAKE) infrastructure.deploy
@@ -126,6 +124,23 @@ check.dependencies.jq:
 		exit 1; \
 	fi
 
+# TODO use cloudformation list-stacks as alternative to SSM parameter
+env.validate.stage:
+	@res=$$(aws ssm get-parameters \
+		--names "/${APP_NAME}/${STAGE}/${AWS_REGION}/Stage" \
+		--output json \
+		| jq -r '.Parameters[0].Value') && \
+	echo "Found stage: $${res}" && \
+	if [ "$${res}" = "null" ]; then \
+		echo "\033[0;32m**** Starting new deployment. ****\033[0m"; \
+	elif [ "$${res}" = "${STAGE}" ]; then \
+		echo "\033[0;32m**** Found existing deployment for \`${STAGE}\` ****\033[0m"; \
+	else \
+		echo "\033[0;31m**** STAGE mismatch or bad credential configuration. ****\033[0m" && \
+		echo "\033[0;31m**** Please refer to the documentation for a list of prerequisites. ****\033[0m" && \
+		exit 1; \
+	fi
+	
 env.validate.no-vpc:
 ifeq ($(VPC_ID),)
 	$(call red, "VPC_ID must be set as an environment variable when \`CREATE_VPC\` is false")

From 0efe52271ea06510c4b8100531f3e0ce02728725 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 19 Aug 2023 19:44:57 -0700
Subject: [PATCH 157/367] store stage, app variables in SSM Parameter Store

---
 gfe-db/infrastructure/template.yaml | 17 ++++++++++++++++-
 1 file changed, 16 insertions(+), 1 deletion(-)

diff --git a/gfe-db/infrastructure/template.yaml b/gfe-db/infrastructure/template.yaml
index 9469e276..3010acb3 100644
--- a/gfe-db/infrastructure/template.yaml
+++ b/gfe-db/infrastructure/template.yaml
@@ -51,9 +51,24 @@ Mappings:
 
 Resources:
 
+  StageParameter:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Type: String
+      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/Stage'
+      Description: "Stage of production"
+      Value: !Ref Stage
+
+  AppParameter:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Type: String
+      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/AppName'
+      Description: "Name of application"
+      Value: !Ref AppName
+
   CreateVpcParameter:
     Type: AWS::SSM::Parameter
-    Condition: CreateVpc
     Properties:
       Type: String
       Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/CreateVpc'

From 58e1e9c01dca033151cf2fb08b19e775f53ce1ea Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 19 Aug 2023 19:45:48 -0700
Subject: [PATCH 158/367] require user confirmation before deployment

---
 Makefile                       | 39 +++++++++++++++++++++++-----------
 gfe-db/infrastructure/Makefile |  3 +--
 2 files changed, 28 insertions(+), 14 deletions(-)

diff --git a/Makefile b/Makefile
index 01cae82b..d481ff04 100644
--- a/Makefile
+++ b/Makefile
@@ -3,7 +3,7 @@
 ##########################
 
 # Environment variables
-include .env
+# include .env # Optional, include STAGE and AWS_PROFILE
 include .env.${STAGE}
 export
 
@@ -67,16 +67,31 @@ target:
 	$(info ${HELP_MESSAGE})
 	@exit 0
 
-# TODO BOOKMARK 8/16/23
-# TODO use conditional deployment ✅
-# TODO parameterize the deployment environment ✅
-# TODO add user confirmation before deploying
-deploy: logs.purge env.validate.stage env.validate ##=> Deploy all services
+app.print:
+	@echo "\033[0;34m                                            "
+	@echo "\033[0;34m           ____                      __ __  "
+	@echo "\033[0;34m   ____ _ / __/___              ____/ // /_ "
+	@echo "\033[0;32m  / __ \`// /_ / _ \   ______   / __  // __ \\"
+	@echo "\033[0;32m / /_/ // __//  __/  /_____/  / /_/ // /_/ /"
+	@echo "\033[0;34m \__, //_/   \___/            \____//_____/ "
+	@echo "\033[0;34m/____/                                      \033[0m"
+	@echo "\033[0;34m                                             \033[0m"
+
+
+env.print:
+	@echo "\033[0;33mReview the contents of the .env file:\033[0m"
+	@echo "+---------------------------------------------------------------------------------+"
+	@awk '{ if (substr($$0, 1, 1) != "#") { line = substr($$0, 1, 76); if (length($$0) > 76) line = line "..."; printf "| %-79s |\n", line }}' .env.${STAGE}
+	@echo "+---------------------------------------------------------------------------------+"
+	@echo "\033[0;33mPlease confirm the above values are correct.\033[0m"
+
+deploy: app.print logs.purge env.validate.stage env.validate ##=> Deploy all services
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deploying ${APP_NAME} to ${AWS_ACCOUNT}" 2>&1 | tee -a ${CFN_LOG_PATH}
-	@echo "(deploy) CREATE_VPC: ${CREATE_VPC}"
+	$(MAKE) env.print
+	@echo "Deploy stack to the \`${STAGE}\` environment? [y/N] \c " && read ans && [ $${ans:-N} = y ]
 	$(MAKE) infrastructure.deploy
-	# $(MAKE) database.deploy
-	# $(MAKE) pipeline.deploy
+	$(MAKE) database.deploy
+	$(MAKE) pipeline.deploy
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Finished deploying ${APP_NAME}" 2>&1 | tee -a ${CFN_LOG_PATH}
 
 logs.purge: logs.dirs
@@ -177,14 +192,14 @@ endif
 ifndef CREATE_VPC
 	$(info 'CREATE_VPC' is not set. Defaulting to 'false')
 	$(eval export CREATE_VPC := false)
-	$(call blue, "This deployment uses an existing VPC")
+	$(call blue, "**** This deployment uses an existing VPC**** ")
 	$(MAKE) env.validate.no-vpc
 endif
 ifeq ($(CREATE_VPC),false)
-	$(call blue, "This deployment uses an existing VPC")
+	$(call blue, "**** This deployment uses an existing VPC**** ")
 	$(MAKE) env.validate.no-vpc
 else ifeq ($(CREATE_VPC),true)
-	$(call blue, "This deployment includes a VPC")
+	$(call blue, "**** This deployment includes a VPC**** ")
 endif
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Found environment variables" 2>&1 | tee -a ${CFN_LOG_PATH}
 
diff --git a/gfe-db/infrastructure/Makefile b/gfe-db/infrastructure/Makefile
index 43e17105..f6b85ee7 100644
--- a/gfe-db/infrastructure/Makefile
+++ b/gfe-db/infrastructure/Makefile
@@ -19,7 +19,7 @@ service.deploy.update-dns:
 		--output text) && \
 	sed -e "s/<domain_name>/${SUBDOMAIN}.${HOST_DOMAIN}./g" -e "s/<elastic_ip>/$$elastic_ip/g" $$config_path > $$config_path.tmp && \
 	echo "Updating DNS records with:" && \
-	cat $$config_path.tmp && \
+	cat $$config_path.tmp | jq -r && \
 	res=$$(aws route53 change-resource-record-sets --hosted-zone-id $${HOSTED_ZONE_ID} --change-batch file://$$config_path.tmp) && \
 	echo && \
 	echo "Response:" && \
@@ -29,7 +29,6 @@ service.deploy.update-dns:
 # Add stateful check from SSM Param of vpc=true/false to correctly set CREATE_VPC
 service.deploy:
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deploying CloudFormation" 2>&1 | tee -a $${CFN_LOG_PATH}
-	@echo "(infra) CREATE_VPC: ${CREATE_VPC}"
 	@aws cloudformation deploy \
 		--region $${AWS_REGION} \
 		--template-file template.yaml \

From 0f3dae11183cf16f06cb7213d3a240c6fa8eaf3f Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 19 Aug 2023 20:28:29 -0700
Subject: [PATCH 159/367] update README

---
 README.md | 179 +++++++++++++++++++++++++++++++-----------------------
 1 file changed, 104 insertions(+), 75 deletions(-)

diff --git a/README.md b/README.md
index 1e6c97c1..39fd2c31 100755
--- a/README.md
+++ b/README.md
@@ -53,7 +53,7 @@ Graph database representing IPD-IMGT/HLA sequence data as GFE.
 ├── Makefile                                        # Use the root Makefile to deploy, delete and manage resources and configuration
 ├── README.md
 ├── docs                                            # Sphinx documentation
-├── (<stage>-gfe-db-<region>-neo4j-key.pem)         # EC2 key pair for SSH access to Neo4j server, ccreated on deployment
+├── (<stage>-gfe-db-<region>-neo4j-key.pem)         # EC2 key pair for SSH access to Neo4j server, created on deployment
 ├── requirements-dev.txt                                # Python requirements for local development
 ├── requirements-docs.txt                                    # Python requirements for documentation
 └── gfe-db
@@ -110,43 +110,63 @@ The `gfe-db` represents IPD-IMGT/HLA sequence data as GFE nodes and relationship
 This allows the database and pipeline layers to be decoupled from each other and deployed or destroyed independently without affecting the other. Common configuration parameters are shared between resources using environment variables, JSON files, AWS SSM Paramter Store and Secrets Manager.
 
 ### Base Infrastructure
-The base infrastructure layer deploys a VPC, public subnet, S3 bucket, Elastic IP and common SSM parameters and secrets for the other services to use.
+The base infrastructure layer deploys a VPC (optional), public subnet (optional), S3 bucket, Elastic IP and common SSM parameters and secrets for the other services to use.
 
 ### Database
-The database layer deploys an EC2 instance running the Bitnami Neo4j AMI (Ubuntu 18.04) into a public subnet. CloudFormation also creates an A record for a Route53 domain under a pre-existing Route53 domain and hosted zone so that SSL can be used to connect to Neo4j. During database deploymeny the SSL certificate is created and Cypher queries are run to create constraints and indexes, which help speed up loading and ensure data integrity. Neo4j is ready to be accessed through a browser once the instance has booted sucessfully.
+The database layer deploys an EC2 instance running the Bitnami Neo4j AMI (Ubuntu 18.04) into a public subnet. An A record is required for a pre-existing Route53 domain and hosted zone so that SSL can be used to connect to Neo4j. During database deployment the SSL certificate is created and Cypher queries are run to create constraints and indexes, which help speed up loading and ensure data integrity. Neo4j is ready to be accessed through a browser once the instance has booted sucessfully.
 
-During loading, the `invoke_load_script` Lambda function uses SSM Run Command to execute bash scripts on the daatabase instance. These scripts communicate with the Step Functions API to retrieve the job parameters, fetch the CSVs from S3 and load the alleles into Neo4j.
+During loading, a Lambda function calls the SSM Run Command API to execute bash scripts on the database instance. These scripts communicate with the Step Functions API to retrieve the job parameters, fetch the CSVs from S3 and populate the graph in Neo4j.
 
 It is also possible to backup & restore to and from S3 by specific date checkpoints.
 
 ### Data Pipeline
-The data pipeline layer automates integration of newly released IMGT/HLA data into Neo4j using a scheduled Lambda which watches the source data repository and invokes the build and load processes when it detects a new IMGT/HLA version. The pipeline consists of a Step Functions state machine which orchestrates two basic processes: build and load. The build process employs a Batch job which produces an intermediate set of CSV files. The load process leverages SSM Run Command to copy the CSV files to the Neo4j server and execute Cypher statements directly on the server (server-side loading). When loading the full dataset of 35,000+ alleles, the build step will generally take around 15 minutes, however the load step can take an hour or more.
+The data pipeline layer automates integration of newly released IMGT/HLA data into Neo4j using a scheduled Lambda which watches the source data repository and invokes the build and load processes when it detects a new IMGT/HLA version in the upstream repository. The pipeline consists of a Step Functions state machine which orchestrates the build and load stages. The build process employs a Batch jobs to generate an intermediate set of CSV files. The load process leverages SSM Run Command to copy the CSV files to the Neo4j server and execute Cypher statements directly on the server (server-side loading). When loading the full dataset of 35,000+ alleles, the build step will generally take around 15 minutes, however the load step can take an hour or more.
 
 ## Deployment
-Follow the steps to build and deploy the application to AWS.
+It is possible to deploy gfe-db within it's own VPC, or to connect it to an external VPC by specigying `CREATE_VPC=true/false`.
 
 ### Quick Start
+These list outline the basic steps for deployments. For more details please see the following sections.
+
+**Using external VPC**
 1. Retrieve the VPC ID and subnet ID from the AWS console or using the AWS CLI.
-This list outlines the basic steps for deployment. For more details please see the following sections.
-2. Purchase or designate a domain in Route53 and create a hosted zone with an A record for the subdomain. You can use the VPC's IP address for the A record because it will be updated later by the deployment script.
+2. Purchase or designate a domain in Route53 and create a hosted zone with an A record for the subdomain. You can use `0.0.0.0` for the A record because it will be updated later by the deployment script.
 3. Acquire a subscription for the Bitnami Neo4j AMI through [AWS Marketplace](https://aws.amazon.com/marketplace/pp/prodview-v47qqrn2yy7ie?sr=0-4&ref_=beagle&applicationId=AWSMPContessa).
 4. [Install prerequisites](#Prerequisites).
-5. [Set environment variables](#environment) including the ones from the previous steps:
-    - VPC_ID (step 1)
-    - PUBLIC_SUBNET_ID (step 1)
-    - HOSTED_ZONE_ID (step 2)
-    - HOST_DOMAIN (step 2)
-    - SUBDOMAIN (step 2)
-    - NEO4J_AMI_ID (step 3)
+5. [Set environment variables](#environment) including the ones from the previous steps. You must store these in a file named `.env.<stage>`, for example `.env.dev` or `.env.prod`:
+    - CREATE_VPC=false
+    - VPC_ID
+    - PUBLIC_SUBNET_ID
+    - HOSTED_ZONE_ID
+    - HOST_DOMAIN
+    - SUBDOMAIN
+    - NEO4J_AMI_ID
 6. Check the [config JSONs](#data-pipeline-config) (parameters and state) and edit the values as desired.
-7. Run `make deploy` to deploy the stacks to AWS.
-8. Run `make database.load.run releases=<version>` to load the Neo4j, or `make database.load.run releases=<version> limit=<limit>` to run with a limited number of alleles.
-9. Run `make database.get-credentials` to get the username and password for Neo4j.
-10. Run `make database.get-url` to get the URL for Neo4j and navigate to the Neo4j browser at the subdomain and host domain, for example `https://gfe-db.cloudftl.com:7473/browser/`.
+7. Run `STAGE=<stage> make deploy` to deploy the stacks to AWS.
+8. Run `STAGE=<stage> make database.load.run releases=<version>` to load the Neo4j, or `STAGE=<stage> make database.load.run releases=<version> limit=<limit>` to run with a limited number of alleles.
+9. Run `STAGE=<stage> make database.get-credentials` to get the username and password for Neo4j.
+10. Run `STAGE=<stage> make database.get.endpoint` to get the URL for Neo4j and navigate to the Neo4j browser at the subdomain and host domain, for example `https://gfe-db.cloudftl.com:7473/browser/`.
+
+**Creating a new VPC**
+1. Purchase or designate a domain in Route53 and create a hosted zone with an A record for the subdomain. You can use `0.0.0.0` for the A record because it will be updated later by the deployment script.
+2. Acquire a subscription for the Bitnami Neo4j AMI through [AWS Marketplace](https://aws.amazon.com/marketplace/pp/prodview-v47qqrn2yy7ie?sr=0-4&ref_=beagle&applicationId=AWSMPContessa).
+3. [Install prerequisites](#Prerequisites).
+4. [Set environment variables](#environment) including the ones from the previous steps. You must store these in a file named `.env.<stage>`, for example `.env.dev` or `.env.prod`:
+    - CREATE_VPC=true
+    - HOSTED_ZONE_ID
+    - HOST_DOMAIN
+    - SUBDOMAIN
+    - NEO4J_AMI_ID
+5. Check the [config JSONs](#data-pipeline-config) (parameters and state) and edit the values as desired.
+6. Run `STAGE=<stage> make deploy` to deploy the stacks to AWS.
+7. Run `STAGE=<stage> make database.load.run releases=<version>` to load the Neo4j, or `STAGE=<stage> make database.load.run releases=<version> limit=<limit>` to run with a limited number of alleles.
+8. Run `STAGE=<stage> make database.get-credentials` to get the username and password for Neo4j.
+9. Run `STAGE=<stage> make database.get.endpoint` to get the URL for Neo4j and navigate to the Neo4j browser at the subdomain and host domain, for example `https://gfe-db.cloudftl.com:7473/browser/`.
 
 ### Prerequisites
 Please refer to the respective documentation for specific installation instructions.
-* Route53 domain and hosted zone
+* Route53 domain, hosted zone, and A record
+* VPC & Public Subnet (if using external VPC)
 * Bitnami Neo4j AMI subscription and AMI ID
 * GNU Make 3.81
 * coreutils (optional but recommended)
@@ -154,7 +174,7 @@ Please refer to the respective documentation for specific installation instructi
 * SAM CLI
 * Docker
 * jq
-* Python 3.9 (if developing locally)
+* Python 3.9+ (if developing locally)
 
 ### Environment
 
@@ -170,56 +190,68 @@ For more information visit the documentation page:
 [Configuration and credential file settings](https://docs.aws.amazon.com/cli/latest/userguide/cli-configure-files.html)
 
 #### Shell Variables
-These variables must be defined before running Make. The best way to set these variables is with a `.env` file following this structure.
+These variables must be defined before running Make. The best way to set these variables is with a `.env.<stage>` file following this structure.
 ```bash
-# .env
+# .env.<stage>
+AWS_PROFILE=<aws_profile>
 STAGE=<dev or prod>
-APP_NAME=gfe-db
+APP_NAME=<app_name>
 AWS_REGION=<aws_region>
-VPC_ID=<vpcid> # Available through the console or CLI
-PUBLIC_SUBNET_ID=<publicsubnetid> # Available through the console or CLI; Public subnets have a route to an internet gateway
-GITHUB_PERSONAL_ACCESS_TOKEN=<secret>
-HOSTED_ZONE_ID=<hostedzoneid> # Available through the console or CLI
-HOST_DOMAIN=<fully_qualified_domain_name>
-SUBDOMAIN=<subdomain>
 ADMIN_EMAIL=<email>
 SUBSCRIBE_EMAILS=<email>,<email>,<email>,...
-APOC_VERSION=4.4.0.3
-GDS_VERSION=2.0.1
+GITHUB_REPOSITORY_OWNER=<github_owner>
+GITHUB_REPOSITORY_NAME=<github_repo_name>
+HOST_DOMAIN=<fully_qualified_domain_name>
+CREATE_VPC=<true or false>
+VPC_ID=<vpc_id> # if CREATE_VPC=false
+PUBLIC_SUBNET_ID=<public_subnet_id> # if CREATE_VPC=false
+HOSTED_ZONE_ID=<hosted_zone_id>
+SUBDOMAIN=<subdomain>
 NEO4J_AMI_ID=<ami_id> # Requires AWS Marketplace subscription
+APOC_VERSION=<apoc_version>
+GDS_VERSION=<gds_version>
+GITHUB_PERSONAL_ACCESS_TOKEN=<secret>
 ```
 
 | Variable Name                | Example Value                      | Type   | Description                                      |
 | ---------------------------- | ---------------------------------- | ------ | ------------------------------------------------ |
+| AWS_PROFILE                  | <aws_profile>                      | string | AWS profile for deployment.                      |
 | STAGE                        | dev                                | string | The stage of the application.                    |
 | APP_NAME                     | gfe-db                             | string | The name of the application.                     |
 | AWS_REGION                   | us-east-1                          | string | The AWS region to deploy to.                     |
-| VPC_ID                       | vpc-1234567890abcdef               | string | The ID of the VPC to deploy to.                  |
-| PUBLIC_SUBNET_ID             | subnet-1234567890abcdef            | string | The ID of the public subnet to deploy to.        |
-| GITHUB_PERSONAL_ACCESS_TOKEN | <secret value>                     | string | GitHub PAT for repository access                 |
-| HOSTED_ZONE_ID               | Z1234567890ABCDEF                  | string | The ID of the hosted zone to deploy to.          |
+| ADMIN_EMAIL                  | user@company.com                   | string | Admin's email required for SSL certificate.      |
+| SUBSCRIBE_EMAILS             | user@company.com,user2@company.com | string | Comma-separated list of emails for notifications |
+| GITHUB_REPOSITORY_OWNER      | <github_owner>                     | string | GitHub repository owner.                         |
+| GITHUB_REPOSITORY_NAME       | <github_repo_name>                 | string | GitHub repository name.                          |
 | HOST_DOMAIN                  | example.com                        | string | The domain to deploy to.                         |
+| CREATE_VPC                   | true or false                      | string | Whether to create a new VPC.                     |
+| HOSTED_ZONE_ID               | Z1234567890ABCDEF                  | string | The ID of the hosted zone to deploy to.          |
 | SUBDOMAIN                    | gfe-db                             | string | The subdomain to deploy to.                      |
-| ADMIN_EMAIL                  | user@company.com                   | string | Admin's email required for SSL certificate       |
-| SUBSCRIBE_EMAILS             | user@company.com,user2@company.com | string | Comma-separated list of emails for notifications |
-| APOC_VERSION                 | 4.4.0.3                            | string | APOC version for Neo4j                           |
-| GDS_VERSION                  | 2.0.1                              | string | GDS version for Neo4j                            |
-| NEO4J_AMI_ID                 | ami-0b9a2b6b1c5b8b5b9              | string | Bitnami Neo4j AMI ID                             |
+| NEO4J_AMI_ID                 | ami-0b9a2b6b1c5b8b5b9              | string | Bitnami Neo4j AMI ID.                            |
+| APOC_VERSION                 | 4.4.0.3                            | string | APOC version for Neo4j.                          |
+| GDS_VERSION                  | 2.0.1                              | string | GDS version for Neo4j.                           |
+| GITHUB_PERSONAL_ACCESS_TOKEN | <secret value>                     | string | GitHub PAT for repository access.                |
 
 ***Important**:* *Always use a `.env` file or AWS SSM Parameter Store or Secrets Manager for sensitive variables like credentials and API keys. Never hard-code them, including when developing. AWS will quarantine an account if any credentials get accidentally exposed and this will cause problems. Make sure to update `.gitignore` to avoid pushing sensitive data to public repositories.*
 
 ### Makefile Usage
-Once an AWS profile is configured and environment variables are exported, the application can be deployed using `make`.
+Once an AWS profile is configured and environment variables are exported, the application can be deployed using `make`. You are required to specify the `STAGE` variable everytime `make` is called to ensure that the correct environment is selected when there are multiple deployments.
 ```bash
-make deploy
+STAGE=<stage> make deploy
 ```
 It is also possible to deploy or update the database or pipeline services.
 ```bash
 # Deploy/update only the database service
-make database.deploy
+STAGE=<stage> make database.deploy
 
 # Deploy/update only the pipeline service
-make pipeline.deploy
+STAGE=<stage> make pipeline.deploy
+
+# Deploy/update only the pipeline serverless stack
+STAGE=<stage> make pipeline.functions.deploy
+
+# Deploy/update only the Docker image for the build job
+STAGE=<stage> make pipeline.jobs.deploy
 ```
 *Note:* It is recommended to only deploy from the project root. This is because common parameters are passed from the root Makefile to nested Makefiles. If a stack has not been changed, the deployment script will continue until it reaches a stack with changes and deploy that.
 
@@ -227,40 +259,40 @@ make pipeline.deploy
 To see a list of possible commands using Make, run `make` on the command line. You can also refer to the `Makefile Usage` section in the [Sphinx documentation](#documentation).
 ```bash
 # Deploy all CloudFormation based services
-make deploy
+STAGE=<stage> make deploy
 
 # Deploy config files and scripts to S3
-make config.deploy
+STAGE=<stage> make config.deploy
 
 # Run the StepFunctions State Machine to load Neo4j
-make database.load.run releases=<version> align=<boolean> kir=<boolean> limit=<int>
+STAGE=<stage> make database.load.run releases=<version> align=<boolean> kir=<boolean> limit=<int>
 
 # Retrieve Neo4j credentials after deployment
-make database.get-credentials
+STAGE=<stage> make database.get.credentials
 
 # Retrieve Neo4j URL after deployment
-make database.get-url
+STAGE=<stage> make database.get.endpoint
 
 # Download logs from EC2
-make get.logs
+STAGE=<stage> make get.logs
 
 # Download CSV data from S3
-make get.data
+STAGE=<stage> make get.data
 
 # Delete all CloudFormation based services and data
-make delete
+STAGE=<stage> make delete
 
 # Delete a specific layer
-make pipeline.delete
+STAGE=<stage> make pipeline.delete
 
 # Subscribe an email for notifications (unsubscribe using console)
-make monitoring.subscribe-email email=<email>
+STAGE=<stage> make monitoring.subscribe-email email=<email>
 ```
 
 ## Managing Configuration
 Configuration is managed using JSON files, SSM Parameter Store, Secrets Manager, and shell variables. To deploy changes in these files, run the command.
 ```bash
-make config.deploy
+STAGE=<stage> make config.deploy
 ```
 
 ### Database Configuration
@@ -282,13 +314,10 @@ gfe-db/database/scripts
 └── start_task.sh             # Coordinates database loading with the Step Functions API
 ```
 
-To update shell scripts on the Neo4j instance, run the following commands in sequence.
+To update shell scripts on the Neo4j instance, run the following command.
 ```bash
-# sync the scripts to S3
-make config.deploy
-
 # sync the scripts from S3 to the instance (using Systems Manager Run Command)
-make database.sync-scripts
+STAGE=<stage> make database.sync-scripts
 ```
 
 #### Cypher Scripts
@@ -330,7 +359,7 @@ Base input parameters (excluding the `releases` value) are passed to the Step Fu
 
 The data pipeline can also be invoked from the command line:
 ```bash
-make database.load.run releases=<version> align=<boolean> kir=<boolean> limit=<int>
+STAGE=<stage> make database.load.run releases=<version> align=<boolean> kir=<boolean> limit=<int>
 ```
 
 #### IMGT/HLA Release Versions State
@@ -358,19 +387,19 @@ The application's state tracks which releases have been processed and added to t
 ## Loading Neo4j
 For each invocation the data pipeline will download raw data from [ANHIG/IMGTHLA](https://github.com/ANHIG/IMGTHLA) GitHub repository, build a set of intermediate CSV files and load these into Neo4j via S3. To invoke the pipeline, run the following command.
 ```bash
-make database.load.run releases="<version>"
+STAGE=<stage> make database.load.run releases="<version>"
 
 # Example for single version
-make database.load.run releases="3510"
+STAGE=<stage> make database.load.run releases="3510"
 
 # Example for multiple versions
-make database.load.run releases="3490,3500,3510"
+STAGE=<stage> make database.load.run releases="3490,3500,3510"
 
 # Example with limit
-make database.load.run releases="3510" limit="1000"
+STAGE=<stage> make database.load.run releases="3510" limit="1000"
 
 # Example with all arguments included
-make database.load.run releases="3510" limit="" align="False" kir="False"
+STAGE=<stage> make database.load.run releases="3510" limit="" align="False" kir="False"
 ```
 
 These commands build an event payload to send to the `invoke-gfe-db-pipeline` Lambda.
@@ -407,15 +436,15 @@ The Lambda function returns the following object which can be viewed in CloudWat
 ### Clean Up
 To tear down resources run the command. You will need to manually delete the data in the S3 bucket first to avoid an error in CloudFormation.
 ```bash
-make delete
+STAGE=<stage> make delete
 ```
 Use the following commands to tear down individual services. Make sure to [backup](#backup--restore) your data first.
 ```bash
 # Delete only the database service
-make database.delete
+STAGE=<stage> make database.delete
 
 # Delete only the pipeline service
-make pipeline.delete
+STAGE=<stage> make pipeline.delete
 ```
 
 ## Backup & Restore
@@ -425,7 +454,7 @@ make pipeline.delete
 Backups are orchestrated by Systems Manager and automated everyday at midnight US/Central time by default. To create a backup, run the command.
 
 ```bash
-make database.backup
+STAGE=<stage> make database.backup
 ```
 
 This will create a backup of the Neo4j database and store it in S3 under the path `s3://<data bucket name>/backups/neo4j/YYYY/MM/DD/HH/gfedb.zip`.
@@ -435,13 +464,13 @@ This will create a backup of the Neo4j database and store it in S3 under the pat
 To see a list of available backup dates that can be restored, run the command.
 
 ```bash
-make database.backup.list
+STAGE=<stage> make database.backup.list
 ```
 
 To restore from a backup, pass the date of the backup you wish to restore using the format YYYY/MM/DD/HH.
 
 ```bash
-make database.restore from_date=<YYYY/MM/DD/HH>
+STAGE=<stage> make database.restore from_date=<YYYY/MM/DD/HH>
 ```
 
 ## Local Development
@@ -471,7 +500,7 @@ jupyter kernelspec uninstall <environment name>
 It is not necessary to install Sphinx to view `gfe-db` documentation because it is already built and available in the `docs/` folder, but you will need it to edit them. To get the local `index.html` path run the command and navigate to the URL in a browser.
 
 ```bash
-make docs.url
+STAGE=<stage> make docs.url
 ```
 
 ### Editing and Building the Documentation
@@ -485,7 +514,7 @@ pip install -r requirements-docs.txt
 
 After making your edits, you can build the HTML assets by running the command.
 ```bash
-make docs.build
+STAGE=<stage> make docs.build
 ```
 
 ## Troubleshooting

From 3a78f12057b99dde4d6221f7ed44bb2f55f018cc Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 20 Aug 2023 13:43:24 -0700
Subject: [PATCH 160/367] optionally delete S3 data

---
 Makefile  | 11 ++++++++---
 README.md |  8 ++++----
 2 files changed, 12 insertions(+), 7 deletions(-)

diff --git a/Makefile b/Makefile
index d481ff04..c4d66c3b 100644
--- a/Makefile
+++ b/Makefile
@@ -67,7 +67,7 @@ target:
 	$(info ${HELP_MESSAGE})
 	@exit 0
 
-app.print:
+splash-screen:
 	@echo "\033[0;34m                                            "
 	@echo "\033[0;34m           ____                      __ __  "
 	@echo "\033[0;34m   ____ _ / __/___              ____/ // /_ "
@@ -85,7 +85,7 @@ env.print:
 	@echo "+---------------------------------------------------------------------------------+"
 	@echo "\033[0;33mPlease confirm the above values are correct.\033[0m"
 
-deploy: app.print logs.purge env.validate.stage env.validate ##=> Deploy all services
+deploy: splash-screen logs.purge env.validate.stage env.validate ##=> Deploy all services
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deploying ${APP_NAME} to ${AWS_ACCOUNT}" 2>&1 | tee -a ${CFN_LOG_PATH}
 	$(MAKE) env.print
 	@echo "Deploy stack to the \`${STAGE}\` environment? [y/N] \c " && read ans && [ $${ans:-N} = y ]
@@ -316,9 +316,14 @@ database.get.credentials:
 database.get.instance-id:
 	@echo "${INSTANCE_ID}"
 
-# TODO add confirmation to proceed
+# TODO add confirmation to proceed BOOKMARK
 delete: # data=true/false ##=> Delete services
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deleting ${APP_NAME} in ${AWS_ACCOUNT}" 2>&1 | tee -a ${CFN_LOG_PATH}
+	@[[ $$data != true ]] && echo "Data will not be deleted. To delete pass \`data=true\`" || true
+	@echo "Delete all stacks from the \`${STAGE}\` environment? [y/N] \c " && read ans && [ $${ans:-N} = y ] && \
+	if [ "${data}" = "true" ]; then \
+		aws s3 rm --recursive s3://${DATA_BUCKET_NAME}; \
+	fi
 	$(MAKE) pipeline.delete
 	$(MAKE) database.delete
 	$(MAKE) infrastructure.delete
diff --git a/README.md b/README.md
index 39fd2c31..a603c5f4 100755
--- a/README.md
+++ b/README.md
@@ -193,7 +193,7 @@ For more information visit the documentation page:
 These variables must be defined before running Make. The best way to set these variables is with a `.env.<stage>` file following this structure.
 ```bash
 # .env.<stage>
-AWS_PROFILE=<aws_profile>
+AWS_PROFILE=<aws_profile> # Include profile if stacks are in a different accounts
 STAGE=<dev or prod>
 APP_NAME=<app_name>
 AWS_REGION=<aws_region>
@@ -279,8 +279,8 @@ STAGE=<stage> make get.logs
 # Download CSV data from S3
 STAGE=<stage> make get.data
 
-# Delete all CloudFormation based services and data
-STAGE=<stage> make delete
+# Delete all CloudFormation based services and data, default is data=false
+STAGE=<stage> make delete data=<true/false>
 
 # Delete a specific layer
 STAGE=<stage> make pipeline.delete
@@ -436,7 +436,7 @@ The Lambda function returns the following object which can be viewed in CloudWat
 ### Clean Up
 To tear down resources run the command. You will need to manually delete the data in the S3 bucket first to avoid an error in CloudFormation.
 ```bash
-STAGE=<stage> make delete
+STAGE=<stage> make delete data=<true/false>
 ```
 Use the following commands to tear down individual services. Make sure to [backup](#backup--restore) your data first.
 ```bash

From a0703f243a5e4587015a4d3c7c3b447adc5667bf Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 20 Aug 2023 14:05:42 -0700
Subject: [PATCH 161/367] typo

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index a603c5f4..2c9ee2ac 100755
--- a/README.md
+++ b/README.md
@@ -144,7 +144,7 @@ These list outline the basic steps for deployments. For more details please see
 6. Check the [config JSONs](#data-pipeline-config) (parameters and state) and edit the values as desired.
 7. Run `STAGE=<stage> make deploy` to deploy the stacks to AWS.
 8. Run `STAGE=<stage> make database.load.run releases=<version>` to load the Neo4j, or `STAGE=<stage> make database.load.run releases=<version> limit=<limit>` to run with a limited number of alleles.
-9. Run `STAGE=<stage> make database.get-credentials` to get the username and password for Neo4j.
+9. Run `STAGE=<stage> make database.get.credentials` to get the username and password for Neo4j.
 10. Run `STAGE=<stage> make database.get.endpoint` to get the URL for Neo4j and navigate to the Neo4j browser at the subdomain and host domain, for example `https://gfe-db.cloudftl.com:7473/browser/`.
 
 **Creating a new VPC**

From aa02dd62e52d12c66f68370a50ca716fd7f2533c Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Tue, 22 Aug 2023 12:48:07 -0700
Subject: [PATCH 162/367] fix missing parameter

---
 gfe-db/infrastructure/Makefile      | 3 ++-
 gfe-db/infrastructure/template.yaml | 3 +++
 2 files changed, 5 insertions(+), 1 deletion(-)

diff --git a/gfe-db/infrastructure/Makefile b/gfe-db/infrastructure/Makefile
index 2e989604..54b12800 100644
--- a/gfe-db/infrastructure/Makefile
+++ b/gfe-db/infrastructure/Makefile
@@ -41,7 +41,8 @@ service.deploy:
 			VpcId="$${VPC_ID}" \
 			PublicSubnetId="$${PUBLIC_SUBNET_ID}" \
 			DataBucketName="$${DATA_BUCKET_NAME}" \
-			GitHubPersonalAccessToken="$$GITHUB_PERSONAL_ACCESS_TOKEN" 2>&1 | tee -a $${CFN_LOG_PATH} || true
+			GitHubPersonalAccessToken="$$GITHUB_PERSONAL_ACCESS_TOKEN" \
+			AdminEmail="$${ADMIN_EMAIL}" 2>&1 | tee -a $${CFN_LOG_PATH} || true
 	$(MAKE) service.deploy.update-dns
 
 service.monitoring.create-subscriptions:
diff --git a/gfe-db/infrastructure/template.yaml b/gfe-db/infrastructure/template.yaml
index 0f2055ae..74f3b6dc 100644
--- a/gfe-db/infrastructure/template.yaml
+++ b/gfe-db/infrastructure/template.yaml
@@ -26,6 +26,9 @@ Parameters:
   GitHubPersonalAccessToken:
     Type: String
     NoEcho: true
+  AdminEmail:
+    Type: String
+    Description: Email address for Let's Encrypt SSL certificates
   
 Conditions:
   CreateVpc: !Equals [!Ref createVpc, 'true']

From 80ffa36e9909cae4096183ccfdf2d692584c6966 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Tue, 22 Aug 2023 13:39:26 -0700
Subject: [PATCH 163/367] specify stage for make

---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 91fb5650..5a1113cb 100644
--- a/Makefile
+++ b/Makefile
@@ -3,7 +3,7 @@
 ##########################
 
 # Application specific environment variables
-include .env
+include .env.${STAGE}
 export
 
 # Base settings, these should almost never change

From 9f596aeb625bcbae1c28bc8b6dd09dd76dcd1098 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Tue, 22 Aug 2023 14:11:32 -0700
Subject: [PATCH 164/367] fetch github branches

---
 notebooks/0.2-github-api-eda.ipynb | 112 ++++++++++++++++++++++-------
 notebooks/requirements.txt         |   2 +
 2 files changed, 89 insertions(+), 25 deletions(-)
 create mode 100644 notebooks/requirements.txt

diff --git a/notebooks/0.2-github-api-eda.ipynb b/notebooks/0.2-github-api-eda.ipynb
index 8f2f556b..42404ae8 100644
--- a/notebooks/0.2-github-api-eda.ipynb
+++ b/notebooks/0.2-github-api-eda.ipynb
@@ -5,19 +5,18 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# GitHub API EDA\n",
-    "Using NetworkX for exploration of graph data from the GitHub API."
+    "# GitHub API EDA"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 38,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [],
    "source": [
     "import os\n",
     "from dotenv import load_dotenv, find_dotenv\n",
-    "load_dotenv(find_dotenv());\n",
+    "load_dotenv('/Users/ammon/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/.env.dev');\n",
     "from itertools import chain, starmap\n",
     "import json\n",
     "import requests\n",
@@ -32,7 +31,27 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 39,
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'/Users/ammon/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/notebooks'"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "os.getcwd()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -40,13 +59,12 @@
     "AWS_REGION = os.environ[\"AWS_REGION\"] \n",
     "GITHUB_PERSONAL_ACCESS_TOKEN = os.environ[\"GITHUB_PERSONAL_ACCESS_TOKEN\"]\n",
     "GITHUB_REPOSITORY_OWNER = \"ANHIG\" # os.environ[\"GITHUB_REPOSITORY_OWNER\"]\n",
-    "GITHUB_REPOSITORY_NAME = \"IMGTHLA\" # os.environ[\"GITHUB_REPOSITORY_NAME\"]\n",
-    "GFE_BUCKET = os.environ[\"GFE_BUCKET\"]"
+    "GITHUB_REPOSITORY_NAME = \"IMGTHLA\" # os.environ[\"GITHUB_REPOSITORY_NAME\"]\n"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 40,
+   "execution_count": 12,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -88,7 +106,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 41,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -117,7 +135,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 42,
+   "execution_count": 14,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -145,7 +163,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 43,
+   "execution_count": 15,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -174,7 +192,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 44,
+   "execution_count": 16,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -203,7 +221,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 45,
+   "execution_count": 17,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -237,47 +255,91 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 46,
+   "execution_count": 28,
    "metadata": {},
    "outputs": [],
    "source": [
-    "# branches = get_branches(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME)"
+    "from pygethub import list_branches, GitHubPaginator"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 47,
+   "execution_count": 29,
    "metadata": {},
    "outputs": [],
    "source": [
-    "# branch = get_branch(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME, \"Latest\")"
+    "paginator = GitHubPaginator(GITHUB_PERSONAL_ACCESS_TOKEN)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 48,
+   "execution_count": 31,
    "metadata": {},
    "outputs": [],
    "source": [
-    "# branch['commit']['sha']"
+    "# Get all branches\n",
+    "\n",
+    "branches_gen = paginator.get_paginator(list_branches, owner=GITHUB_REPOSITORY_OWNER, repo=GITHUB_REPOSITORY_NAME)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 49,
+   "execution_count": 32,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Page 1: 55 items\n"
+     ]
+    }
+   ],
+   "source": [
+    "all_branches = list(branches_gen)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 34,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Page 1: 55 items\n"
+     ]
+    }
+   ],
    "source": [
-    "# branches_df = pd.DataFrame([flatten_json(branch) for branch in branches])"
+    "branches_df = pd.DataFrame([flatten_json(branch) for branch in branches])"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 50,
+   "execution_count": 37,
    "metadata": {},
    "outputs": [],
    "source": [
-    "# branches_df"
+    "releases = list(branches_df['name'].unique())[:-1]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 39,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "300,310,320,330,340,350,360,370,380,390,3100,3110,3120,3130,3140,3150,3160,3170,3180,3190,3200,3210,3220,3230,3240,3250,3260,3270,3280,3290,3300,3310,3320,3330,3340,3350,3360,3370,3380,3390,3400,3410,3420,3430,3440,3450,3460,3470,3480,3490,3500,3510,3520,3530\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(\",\".join(releases))"
    ]
   },
   {
@@ -1283,7 +1345,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.16"
+   "version": "3.10.12"
   },
   "orig_nbformat": 4
  },
diff --git a/notebooks/requirements.txt b/notebooks/requirements.txt
new file mode 100644
index 00000000..a94cf69e
--- /dev/null
+++ b/notebooks/requirements.txt
@@ -0,0 +1,2 @@
+requests
+pandas
\ No newline at end of file

From bb9cdb206d180d209a821df96c5c5205734b26f6 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Tue, 22 Aug 2023 15:23:42 -0700
Subject: [PATCH 165/367] correct default pipeline input

---
 gfe-db/pipeline/config/pipeline-input.json | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/gfe-db/pipeline/config/pipeline-input.json b/gfe-db/pipeline/config/pipeline-input.json
index 0307cddf..c725c731 100644
--- a/gfe-db/pipeline/config/pipeline-input.json
+++ b/gfe-db/pipeline/config/pipeline-input.json
@@ -2,5 +2,5 @@
   "align": "False",
   "kir": "False",
   "mem_profile": "False",
-  "limit": "1000"
-}
+  "limit": ""
+}
\ No newline at end of file

From c99c9502f78933988b0462c510b656360f96183b Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 24 Aug 2023 16:08:52 -0700
Subject: [PATCH 166/367] update state during execution

---
 Makefile                                      |   2 +-
 .../statemachines/pipeline-input.json         |  17 +-
 .../statemachines/update-pipeline.asl.json    | 184 +++++++++++++++++-
 gfe-db/pipeline/template.yaml                 |  16 +-
 4 files changed, 195 insertions(+), 24 deletions(-)

diff --git a/Makefile b/Makefile
index 78c0929c..a73a83fd 100644
--- a/Makefile
+++ b/Makefile
@@ -80,7 +80,7 @@ splash-screen:
 env.print:
 	@echo "\033[0;33mReview the contents of the .env file:\033[0m"
 	@echo "+---------------------------------------------------------------------------------+"
-	@awk '{ if (substr($$0, 1, 1) != "#") { line = substr($$0, 1, 76); if (length($$0) > 76) line = line "..."; printf "| %-79s |\n", line }}' .env.${STAGE}
+	@awk 'NF && substr($$0, 1, 1) != "#" { line = substr($$0, 1, 76); if (length($$0) > 76) line = line "..."; printf "| %-79s |\n", line }' .env.${STAGE}
 	@echo "+---------------------------------------------------------------------------------+"
 	@echo "\033[0;33mPlease confirm the above values are correct.\033[0m"
 
diff --git a/gfe-db/pipeline/statemachines/pipeline-input.json b/gfe-db/pipeline/statemachines/pipeline-input.json
index 40292dfa..c769bbbe 100644
--- a/gfe-db/pipeline/statemachines/pipeline-input.json
+++ b/gfe-db/pipeline/statemachines/pipeline-input.json
@@ -1,11 +1,14 @@
 {
-    "version": 3510,
-    "commit_sha": "5f2c562056f8ffa89aeea0631f2a52300ee0de17",
-    "input_parameters": {
+    "input": {
+      "version": 3450,
+      "commit_sha": "7dc4672795eaea35bd8c7e1fa2ec40cf948fc2fd",
+      "input_parameters": {
         "align": false,
         "kir": false,
         "mem_profile": false,
-        "limit": -1
-    },
-    "s3_path": "s3://dev-gfe-db-531868584498-us-east-1/data/3510/csv/"
-}
\ No newline at end of file
+        "limit": 100
+      },
+      "s3_path": "s3://dev-gfe-db-810526023897-us-east-1/data/3450",
+      "receipt_handle": "AQEBKx2iFmUmIw6N+VAB44IWSkAD+m0H+YBFuLPdX5gKj7xuoa4uu5O5gaaQkFJypv730xfaKVF9mvy2WxPxIRgyMyk24ru+zjAF9ueOblMEwpuzrB5BOMDTzlCAS7qP159CAggWr3Y9/BtrNbPqT4A/00qnT6vgSJnbI5+fxqZBUvmvSMZpL1zPYlKmVhmraYXrAXb4fWOMSojPv3E1AyWOGvgbLOt3ckLupWp0jNvJwQGyifD58at3BSyCBZQWMgOJIfMb2/4NjI72QDHY9zsyyplKgLbGPcMJUgOjC0QXlT5N61d/kXW4NlseCc0Tpt/HQ/iUPSfGZlZhECXyWmo407ne/qp2CBB7FtHJfCRmsJZ7+ENVnwKTTSgBGUjksES/Rt0MUlOJsewYh9ly8+7xh3wPelX3e4NuYJHZipLbW6hiYeuQJM9UOE9iK1VtCP7h"
+    }
+  }
\ No newline at end of file
diff --git a/gfe-db/pipeline/statemachines/update-pipeline.asl.json b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
index 423d66ed..a98b7d50 100644
--- a/gfe-db/pipeline/statemachines/update-pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
@@ -11,7 +11,7 @@
                     "ErrorEquals": [
                         "States.ALL"
                     ],
-                    "Next": "Execution Failed"
+                    "Next": "Report Failure"
                 }
             ]
         },
@@ -25,7 +25,7 @@
                     "ErrorEquals": [
                         "States.ALL"
                     ],
-                    "Next": "Execution Failed"
+                    "Next": "Report Failure"
                 }
             ]
         },
@@ -39,7 +39,7 @@
                     "ErrorEquals": [
                         "States.ALL"
                     ],
-                    "Next": "Execution Failed"
+                    "Next": "Report Failure"
                 }
             ]
         },
@@ -52,10 +52,56 @@
                     "ErrorEquals": [
                         "States.ALL"
                     ],
-                    "Next": "Execution Failed"
+                    "Next": "Report Failure"
                 }
             ],
             "Branches": [
+                {
+                    "StartAt": "Update Execution State - IN_PROGRESS",
+                    "States": {
+                        "Update Execution State - IN_PROGRESS": {
+                            "Type": "Task",
+                            "Resource": "arn:aws:states:::dynamodb:updateItem",
+                            "ResultPath": null,
+                            "End": true,
+                            "Parameters": {
+                                "TableName": "${GfeDbExecutionStateTable}",
+                                "Key": {
+                                    "commit__sha": {
+                                        "S.$": "$.input.commit_sha"
+                                    },
+                                    "execution__version": {
+                                        "N.$": "States.Format('{}', $.input.version)"
+                                    }
+                                },
+                                "UpdateExpression": "SET execution__date_utc = :execution_date_utc, execution__status = :status, execution__input_parameters__align = :align, execution__input_parameters__kir = :kir, execution__input_parameters__mem_profile = :mem_profile, execution__input_parameters__limit = :limit, updated_utc = :updated_utc",
+                                "ExpressionAttributeValues": {
+                                    ":execution_date_utc": {
+                                        "S.$": "$$.Execution.StartTime"
+                                    },
+                                    ":status": {
+                                        "S": "IN_PROGRESS"
+                                    },
+                                    ":align": {
+                                        "BOOL.$": "$.input.input_parameters.align"
+                                    },
+                                    ":kir": {
+                                        "BOOL.$": "$.input.input_parameters.kir"
+                                    },
+                                    ":mem_profile": {
+                                        "BOOL.$": "$.input.input_parameters.mem_profile"
+                                    },
+                                    ":limit": {
+                                        "N.$": "States.Format('{}', $.input.input_parameters.limit)"
+                                    },
+                                    ":updated_utc": {
+                                        "S.$": "$$.State.EnteredTime"
+                                    }
+                                }
+                            }
+                        }
+                    }
+                },
                 {
                     "StartAt": "Build IMGT Release",
                     "States": {
@@ -112,7 +158,62 @@
                 }
             ]
         },
-        "Execution Failed": {
+        "Report Failure": {
+            "Type": "Parallel",
+            "Next": "Pipeline Failure",
+            "InputPath": "$$.Execution.Input",
+            "Branches": [
+                {
+                    "StartAt": "Update Execution State - FAILED",
+                    "States": {
+                        "Update Execution State - FAILED": {
+                            "Type": "Task",
+                            "Resource": "arn:aws:states:::dynamodb:updateItem",
+                            "ResultPath": null,
+                            "End": true,
+                            "Parameters": {
+                                "TableName": "${GfeDbExecutionStateTable}",
+                                "Key": {
+                                    "commit__sha": {
+                                        "S.$": "$.input.commit_sha"
+                                    },
+                                    "execution__version": {
+                                        "N.$": "States.Format('{}', $.input.version)"
+                                    }
+                                },
+                                "UpdateExpression": "SET execution__status = :status, updated_utc = :updated_utc",
+                                "ExpressionAttributeValues": {
+                                    ":status": {
+                                        "S": "FAILED"
+                                    },
+                                    ":updated_utc": {
+                                        "S.$": "$$.State.EnteredTime"
+                                    }
+                                }
+                            }
+                        }
+                    }
+                },
+                {
+                    "StartAt": "Publish Failure",
+                    "States": {
+                        "Publish Failure": {
+                            "Type": "Task",
+                            "Resource": "arn:aws:states:::sns:publish",
+                            "Parameters": {
+                                "TopicArn": "${GfeDbExecutionResultTopicArn}",
+                                "Message": {
+                                    "result": "FAILED",
+                                    "input_parameters.$": "$"
+                                }
+                            },
+                            "End": true
+                        }
+                    }
+                }
+            ]
+        },
+        "Pipeline Failure": {
             "Type": "Fail",
             "Error": "ExecutionFailed"
         },
@@ -125,7 +226,7 @@
                     "ErrorEquals": [
                         "States.ALL"
                     ],
-                    "Next": "Execution Failed"
+                    "Next": "Report Failure"
                 }
             ],
             "Branches": [
@@ -189,15 +290,82 @@
             "Type": "Task",
             "Resource": "${InvokeBackupScriptFunctionArn}",
             "ResultPath": "$.backups.post",
-            "End": true,
+            "Next": "Report Success",
             "Catch": [
                 {
                     "ErrorEquals": [
                         "States.ALL"
                     ],
-                    "Next": "Execution Failed"
+                    "Next": "Report Failure"
                 }
             ]
+        },
+        "Report Success": {
+            "Type": "Parallel",
+            "Next": "Pipeline Success",
+            "ResultPath": null,
+            "Catch": [
+                {
+                    "ErrorEquals": [
+                        "States.ALL"
+                    ],
+                    "Next": "Report Failure"
+                }
+            ],
+            "Branches": [
+                {
+                    "StartAt": "Update Execution State - SUCCESS",
+                    "States": {
+                        "Update Execution State - SUCCESS": {
+                            "Type": "Task",
+                            "Resource": "arn:aws:states:::dynamodb:updateItem",
+                            "ResultPath": null,
+                            "End": true,
+                            "Parameters": {
+                                "TableName": "${GfeDbExecutionStateTable}",
+                                "Key": {
+                                    "commit__sha": {
+                                        "S.$": "$.input.commit_sha"
+                                    },
+                                    "execution__version": {
+                                        "N.$": "States.Format('{}', $.input.version)"
+                                    }
+                                },
+                                "UpdateExpression": "SET execution__status = :status, updated_utc = :updated_utc",
+                                "ExpressionAttributeValues": {
+                                    ":status": {
+                                        "S": "SUCCESS"
+                                    },
+                                    ":updated_utc": {
+                                        "S.$": "$$.State.EnteredTime"
+                                    }
+                                }
+                            }
+                        }
+                    }
+                },
+                {
+                    "StartAt": "Publish Success",
+                    "States": {
+                        "Publish Success": {
+                            "Type": "Task",
+                            "Resource": "arn:aws:states:::sns:publish",
+                            "ResultPath": null,
+                            "Parameters": {
+                                "TopicArn": "${GfeDbExecutionResultTopicArn}",
+                                "Message": {
+                                    "result": "SUCCESS",
+                                    "input_parameters.$": "$"
+                                }
+                            },
+                            "End": true
+                        }
+                    }
+                }
+            ]
+        },
+        "Pipeline Success": {
+            "Type": "Succeed"
         }
     }
 }
\ No newline at end of file
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 1f202d93..8ba1527a 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -756,8 +756,8 @@ Resources:
       DefinitionSubstitutions:
         InvokeBackupScriptFunctionArn: !GetAtt InvokeBackupScriptFunction.Arn
         GetExecutionStateFunctionArn: !GetAtt GetExecutionStateFunction.Arn
-        # GfeDbExecutionStateTable: !Ref GfeDbExecutionStateTable
-        # GfeDbExecutionResultTopicArn: !GetAtt GfeDbExecutionResultTopic.TopicArn
+        GfeDbExecutionStateTable: !Ref GfeDbExecutionStateTable
+        GfeDbExecutionResultTopicArn: !GetAtt GfeDbExecutionResultTopic.TopicArn
         ValidateBuildOutputFunctionArn: !GetAtt ValidateBuildOutputFunction.Arn
         BuildJobDefinition: !Ref BuildJobDefinition
         # TODO use SSM Parameter
@@ -773,12 +773,12 @@ Resources:
             FunctionName: !Ref ValidateBuildOutputFunction
         - LambdaInvokePolicy:
             FunctionName: !Ref InvokeLoadScriptFunction
-        # - DynamoDBReadPolicy:
-        #     TableName: !Ref GfeDbExecutionStateTable
-        # - DynamoDBWritePolicy:
-        #     TableName: !Ref GfeDbExecutionStateTable
-        # - SNSPublishMessagePolicy:
-        #     TopicName: !GetAtt GfeDbExecutionResultTopic.TopicName
+        - DynamoDBReadPolicy:
+            TableName: !Ref GfeDbExecutionStateTable
+        - DynamoDBWritePolicy:
+            TableName: !Ref GfeDbExecutionStateTable
+        - SNSPublishMessagePolicy:
+            TopicName: !GetAtt GfeDbExecutionResultTopic.TopicName
         - LambdaInvokePolicy:
             FunctionName: !Ref ExecuteValidationQueriesFunction
         - LambdaInvokePolicy:

From d215a98680767b3a12ae514acf4e7f244e072ca9 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Tue, 29 Aug 2023 09:44:52 -0700
Subject: [PATCH 167/367] remove limit param validation for now

---
 gfe-db/pipeline/functions/invoke_pipeline/app.py | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/gfe-db/pipeline/functions/invoke_pipeline/app.py b/gfe-db/pipeline/functions/invoke_pipeline/app.py
index bbf8b5a2..15d89361 100644
--- a/gfe-db/pipeline/functions/invoke_pipeline/app.py
+++ b/gfe-db/pipeline/functions/invoke_pipeline/app.py
@@ -48,11 +48,11 @@ def lambda_handler(event, context):
             event = { arg: str(val) for arg, val in event.items() }
 
             # limit is an integer
-            try:
-                if not isinstance(int(event['limit']), int):
-                    raise ValueError('limit must be an integer')
-            except ValueError:
-                raise ValueError('limit must be an integer')
+            # try:
+            #     if not isinstance(int(event['limit']), int):
+            #         raise ValueError('limit must be an integer')
+            # except ValueError:
+            #     raise ValueError('limit must be an integer')
 
             # release is a string that matches regex
             if not all([ is_valid_release(release, release_pattern) for release in event['releases'].split(',') ]):
@@ -302,7 +302,7 @@ def parse_state(state_path, params_path):
     import os
     from pathlib import Path
 
-    path = Path(__file__).parent / "bad-event.json"
+    path = Path(__file__).parent / "error-event.json"
     with open(path, "r") as f:
         event = json.load(f)
 

From c2050b835a375f890460d00994ca63a8c4e6e3b7 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Tue, 29 Aug 2023 09:45:14 -0700
Subject: [PATCH 168/367] increase timeout and memory on validation Lambda

---
 gfe-db/pipeline/template.yaml | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 9041c873..1c4551d8 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -506,8 +506,9 @@ Resources:
       CodeUri: functions/validate_build_output/
       Handler: app.lambda_handler
       Runtime: python3.10
-      MemorySize: 256
-      Timeout: 60
+      MemorySize: 2048
+      # 15 minutes should be enough to validate the build output
+      Timeout: 900
       Architectures:
         - x86_64
       Environment:

From caf9e5cf520fe6a6d741d68fdb583efbad483da7 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Tue, 29 Aug 2023 15:06:19 -0700
Subject: [PATCH 169/367] set release pattern regex

---
 gfe-db/pipeline/functions/invoke_pipeline/app.py               | 2 +-
 gfe-db/pipeline/functions/invoke_pipeline/src/requirements.txt | 3 ---
 2 files changed, 1 insertion(+), 4 deletions(-)
 delete mode 100644 gfe-db/pipeline/functions/invoke_pipeline/src/requirements.txt

diff --git a/gfe-db/pipeline/functions/invoke_pipeline/app.py b/gfe-db/pipeline/functions/invoke_pipeline/app.py
index 8cfd53c4..b14f1d30 100644
--- a/gfe-db/pipeline/functions/invoke_pipeline/app.py
+++ b/gfe-db/pipeline/functions/invoke_pipeline/app.py
@@ -29,7 +29,7 @@
 s3 = session.client('s3')
 sfn = session.client('stepfunctions')
 
-release_pattern = r"^\d{3}0$"
+release_pattern = r"^\d{2,3}0$"
 
 def lambda_handler(event, context):
     """Checks for new IMGT/HLA releases and triggers the update
diff --git a/gfe-db/pipeline/functions/invoke_pipeline/src/requirements.txt b/gfe-db/pipeline/functions/invoke_pipeline/src/requirements.txt
deleted file mode 100644
index 547c6318..00000000
--- a/gfe-db/pipeline/functions/invoke_pipeline/src/requirements.txt
+++ /dev/null
@@ -1,3 +0,0 @@
-urllib3<2
-requests
-numpy

From 8acd785f8c93736725106c13f024830eb2815b7a Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Tue, 29 Aug 2023 15:07:34 -0700
Subject: [PATCH 170/367] fix premature exit on build errors causing container
 to stop

---
 gfe-db/pipeline/jobs/build/run.sh     | 2 +-
 gfe-db/pipeline/jobs/build/src/app.py | 9 ++++++---
 2 files changed, 7 insertions(+), 4 deletions(-)

diff --git a/gfe-db/pipeline/jobs/build/run.sh b/gfe-db/pipeline/jobs/build/run.sh
index eff167fc..e33e3d96 100755
--- a/gfe-db/pipeline/jobs/build/run.sh
+++ b/gfe-db/pipeline/jobs/build/run.sh
@@ -135,7 +135,7 @@ for release in ${RELEASES}; do
 		$MEM_PROFILE_FLAG \
 		-v \
 		-l $LIMIT
-	[ $? -ne 0 ] && exit 1;
+	[ $? -ne 0 ] && echo "Build completed with errors, please see logs"
 
 	# TODO: Use this S3 hierarchy: root/release/csv | logs
 	echo -e "Uploading CSVs to s3://$GFE_BUCKET/data/$release/csv/:\n$(ls $DATA_DIR/$release/csv/)"
diff --git a/gfe-db/pipeline/jobs/build/src/app.py b/gfe-db/pipeline/jobs/build/src/app.py
index b1dba9c1..7292f263 100755
--- a/gfe-db/pipeline/jobs/build/src/app.py
+++ b/gfe-db/pipeline/jobs/build/src/app.py
@@ -470,6 +470,7 @@ def process_allele(allele, alignments_dict, csv_path=None):
     into interactive python, and still able to execute the
     function for testing"""
 
+    exit_code = 0
     start = time.time()
 
     parser = argparse.ArgumentParser()
@@ -644,7 +645,9 @@ def process_allele(allele, alignments_dict, csv_path=None):
 
     logging.info(f'Finished build for version {imgt_release}')
     if len(errors) > 0:
-        logging.info(f'{len(errors)} errors: {errors}')
-        exit(1)
+        logging.error(f'{len(errors)} errors: {errors}')
+        exit_code = 1
     end = time.time()
-    logging.info(f'****** Build finished in {round(end - start, 2)} seconds ******')
+    errors_msg_fragment = f'with {len(errors)} error(s)' if len(errors) > 0 else ''
+    logging.info(f'****** Build finished {errors_msg_fragment} in {round(end - start, 2)} seconds ******')
+    sys.exit(exit_code)

From b336aecf9fc4030e829b9c27087372bab3e73ff0 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Tue, 29 Aug 2023 16:30:06 -0700
Subject: [PATCH 171/367] capture error output to disk as ndjson

---
 .../invalid-release-event.json                |  7 --
 gfe-db/pipeline/jobs/build/src/app.py         | 72 ++++++++++++-------
 2 files changed, 47 insertions(+), 32 deletions(-)
 delete mode 100644 gfe-db/pipeline/functions/invoke_pipeline/invalid-release-event.json

diff --git a/gfe-db/pipeline/functions/invoke_pipeline/invalid-release-event.json b/gfe-db/pipeline/functions/invoke_pipeline/invalid-release-event.json
deleted file mode 100644
index a58ff42e..00000000
--- a/gfe-db/pipeline/functions/invoke_pipeline/invalid-release-event.json
+++ /dev/null
@@ -1,7 +0,0 @@
-{
-    "align": "False",
-    "kir": "False",
-    "limit": "1000",
-    "releases": "3460,3234",
-    "mem_profile": "False"
-}
\ No newline at end of file
diff --git a/gfe-db/pipeline/jobs/build/src/app.py b/gfe-db/pipeline/jobs/build/src/app.py
index 7292f263..23956d8e 100755
--- a/gfe-db/pipeline/jobs/build/src/app.py
+++ b/gfe-db/pipeline/jobs/build/src/app.py
@@ -3,9 +3,11 @@
 from pathlib import Path
 import sys
 import logging
+import traceback
 import argparse
 import ast
 import time
+from datetime import datetime
 import json
 import hashlib
 from csv import DictWriter
@@ -535,6 +537,10 @@ def process_allele(allele, alignments_dict, csv_path=None):
     dbversion = args.release #if args.release else pd.read_html(imgt_hla)[0]['Release'][0].replace(".", "")
     out_dir = args.out_dir
 
+    # set errors directory
+    errors_dir = Path(args.out_dir).parent / "errors"
+    errors_dir.mkdir(parents=True, exist_ok=True)
+
     # Pipeline parameters
     # 3 digits: 300 - 390
     # 4 digits: 3100 - 
@@ -580,6 +586,7 @@ def process_allele(allele, alignments_dict, csv_path=None):
         loci=load_loci)
 
     errors = []
+    allele_error_fields = ["annotations", "molecule_type", "data_file_division", "accessions", "keywords", "organism", "taxonomy", "comment", "dbxrefs", "description", "id", "name"]
     max_errors = 10
     for idx, allele in enumerate(alleles):
         if idx == limit:
@@ -613,39 +620,54 @@ def process_allele(allele, alignments_dict, csv_path=None):
                 
             else:
                 logger.warn(f'Skipping allele {hla_name} for locus {locus}')
-        except:
-            errors.append(allele.id)
-            try:
-                logger.info(f'Sending message to {failed_alleles_queue_name}')
-                response = sqs.send_message(
-                    QueueUrl=failed_alleles_queue,
-                    MessageBody=json.dumps({
-                        "allele_id": allele.id,
-                        "release": dbversion,
-                        "params": {
-                            "align": align,
-                            "kir": kir
-                        }
-                    }))
+        except Exception as e:
+            errors.append({
+                "timestamp": datetime.utcnow().isoformat()[:-3],
+                "allele_id": allele.id,
+                "data": { k: v for k, v in allele.__dict__.items() if k in allele_error_fields },
+                "index": idx,
+                "release": dbversion,
+                "error": str(e),
+                "stack_trace": traceback.format_exc(),
+            })
+            
+            # try:
+            #     logger.info(f'Sending message to {failed_alleles_queue_name}')
+            #     response = sqs.send_message(
+            #         QueueUrl=failed_alleles_queue,
+            #         MessageBody=json.dumps({
+            #             "allele_id": allele.id,
+            #             "release": dbversion,
+            #             "params": {
+            #                 "align": align,
+            #                 "kir": kir
+            #             }
+            #         }))
                     
-                if response['ResponseMetadata']['HTTPStatusCode'] != 200:
-                    logger.error(json.dumps(response))
-                    raise Exception("Failed to process message")
-                else:
-                    logger.info(json.dumps(
-                        response['ResponseMetadata']))
-
-            except Exception as err:
-                logger.error("Failed to send message")
-                raise err
+            #     if response['ResponseMetadata']['HTTPStatusCode'] != 200:
+            #         logger.error(json.dumps(response))
+            #         raise Exception("Failed to process message")
+            #     else:
+            #         logger.info(json.dumps(
+            #             response['ResponseMetadata']))
+
+            # except Exception as err:
+            #     logger.error("Failed to send message")
+            #     raise err
             
             if len(errors) > max_errors:
                 logger.error(f'Max errors ({max_errors}) reached. Exiting...')
                 break
 
     logging.info(f'Finished build for version {imgt_release}')
+
     if len(errors) > 0:
-        logging.error(f'{len(errors)} errors: {errors}')
+        logging.error(f'{len(errors)} errors: {[ error["allele_id"] for error in errors ]}')
+        # write errors to file as ndjson
+        with open(f'{errors_dir}/errors.{dbversion}.ndjson', 'w') as f:
+            for error in errors:
+                f.write(json.dumps(error) + '\n')
+
         exit_code = 1
     end = time.time()
     errors_msg_fragment = f'with {len(errors)} error(s)' if len(errors) > 0 else ''

From 474dd4c5ef483c791b4692c95a62d5c9ca30185f Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Tue, 29 Aug 2023 17:19:26 -0700
Subject: [PATCH 172/367] consolidate error handling within process_allele
 function; remove sqs

---
 gfe-db/pipeline/jobs/build/src/app.py | 52 +++++++++++++++------------
 1 file changed, 29 insertions(+), 23 deletions(-)

diff --git a/gfe-db/pipeline/jobs/build/src/app.py b/gfe-db/pipeline/jobs/build/src/app.py
index 23956d8e..c2c67538 100755
--- a/gfe-db/pipeline/jobs/build/src/app.py
+++ b/gfe-db/pipeline/jobs/build/src/app.py
@@ -202,9 +202,9 @@ def append_dict_as_row(dict_row, file_path):
         del dict_row
 
         return
-    except Exception as err:
-        logging.error(f'Could not add row: {err}')
-        # raise err
+    except Exception as e:
+        logging.error(f'Could not add row: {e}')
+        raise e
 
 
 def get_groups(allele):
@@ -242,9 +242,9 @@ def build_GFE(allele):
 
         return row
                
-    except Exception as err:
-        logging.error(f'Failed to create GFE record for allele ID {allele.id}: {err}')
-        # raise err 
+    except Exception as e:
+        logging.error(f'Failed to create GFE record for allele ID {allele.id}: {e}')
+        raise e 
 
 
 def build_feature(allele, feature):
@@ -262,9 +262,9 @@ def build_feature(allele, feature):
 
         return feature
 
-    except Exception as err:
-        logging.error(f'Failed to create feature record for allele {allele.id}: {err}')
-        logging.error(err)
+    except Exception as e:
+        logging.error(f'Failed to create feature record for allele {allele.id}: {e}')
+        raise e
 
 
 def build_alignment(allele, alignments, align_type="genomic"):
@@ -313,9 +313,9 @@ def build_alignment(allele, alignments, align_type="genomic"):
                 
             return row
     
-        except Exception as err:
-            logging.error(f'Failed to create {align_type} alignment record for allele {allele.id}: {err}')
-            # raise err
+        except Exception as e:
+            logging.error(f'Failed to create {align_type} alignment record for allele {allele.id}: {e}')
+            raise e
     
     else:
         logging.info(f'No {align_type} alignments found for {allele.id}')
@@ -338,9 +338,9 @@ def build_group(group, allele):
         
         return row
 
-    except Exception as err:
-        logging.error(f'Failed to create groups for allele {allele.id}: {err}')
-        # # raise err
+    except Exception as e:
+        logging.error(f'Failed to create groups for allele {allele.id}: {e}')
+        raise e
 
 
 def build_cds(allele):
@@ -349,6 +349,7 @@ def build_cds(allele):
         # Build CDS dict for CSV export, foreign key: allele_id, hla_name
         bp_seq, aa_seq = get_cds(allele)
 
+        # TODO fix `AttributeError: 'NoneType' object has no attribute 'encode'`
         row = {
             "gfe_name": gfe_name,
             # "gfe_sequence": str(allele.seq),
@@ -363,9 +364,9 @@ def build_cds(allele):
 
         return row
 
-    except Exception as err:
-        logging.error(f'Failed to create CDS data for allele {allele.id}: {err}')
-        # raise err
+    except Exception as e:
+        logging.error(f'Failed to create CDS data for allele {allele.id}: {e}')
+        raise e
 
 
 def gfe_from_allele(allele, gfe_maker):
@@ -394,7 +395,7 @@ def process_allele(allele, alignments_dict, csv_path=None):
 
     # gfe_sequences.RELEASE.csv
     file_name = f'{csv_path}/gfe_sequences.{dbversion}.csv'
-    #gfe_row = build_GFE(allele)
+
     append_dict_as_row(
         build_GFE(allele), 
         file_name)
@@ -422,7 +423,6 @@ def process_allele(allele, alignments_dict, csv_path=None):
     file_name = f'{csv_path}/all_features.{dbversion}.csv'
 
     for feature in features:
-        #feature_row = build_feature(allele=allele, feature=feature)
         append_dict_as_row(
             build_feature(allele=allele, feature=feature), 
             file_name)
@@ -446,7 +446,6 @@ def process_allele(allele, alignments_dict, csv_path=None):
     file_name = f'{csv_path}/all_groups.{dbversion}.csv'
 
     for group in groups:
-        #group_row = build_group(group, allele)
         append_dict_as_row(
             build_group(group, allele), 
             file_name)
@@ -619,7 +618,8 @@ def process_allele(allele, alignments_dict, csv_path=None):
                     csv_path=out_dir)
                 
             else:
-                logger.warn(f'Skipping allele {hla_name} for locus {locus}')
+                logger.warning(f'Skipping allele {hla_name} for locus {locus}')
+
         except Exception as e:
             errors.append({
                 "timestamp": datetime.utcnow().isoformat()[:-3],
@@ -666,7 +666,13 @@ def process_allele(allele, alignments_dict, csv_path=None):
         # write errors to file as ndjson
         with open(f'{errors_dir}/errors.{dbversion}.ndjson', 'w') as f:
             for error in errors:
-                f.write(json.dumps(error) + '\n')
+                try:
+                    f.write(json.dumps(error) + '\n')
+                except Exception as e:
+                    logger.error(f'Retrying error write: {e}')
+                    error["data"]["annotations"]["references"] = [ str(ref) for ref in error["data"]["annotations"]["references"] ]
+                    f.write(json.dumps(error) + '\n')
+                    logger.info('Success')
 
         exit_code = 1
     end = time.time()

From 379b7196d62c2f8ad556f742f0c344dc43795edb Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Wed, 30 Aug 2023 13:50:44 -0700
Subject: [PATCH 173/367] remove failed alleles queue

---
 gfe-db/pipeline/template.yaml | 48 +++++++++++++++++------------------
 1 file changed, 24 insertions(+), 24 deletions(-)

diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 0f08fc6c..d12e33f2 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -130,19 +130,19 @@ Resources:
                   - "secretsmanager:ListSecrets"
                 Resource: 
                   - "*"
-        - PolicyName: !Sub '${Stage}-${AppName}-SQSPolicy'
-          PolicyDocument:
-            Version: '2012-10-17' 
-            Statement:
-              - Effect: Allow
-                Action:
-                  - "sqs:GetQueueAttributes"
-                  - "sqs:SendMessageBatch"
-                  - "sqs:SendMessage"
-                  - "sqs:ReceiveMessage"
-                  - "sqs:DeleteMessage"
-                Resource:
-                  - !GetAtt FailedAllelesQueue.Arn
+        # - PolicyName: !Sub '${Stage}-${AppName}-SQSPolicy'
+        #   PolicyDocument:
+        #     Version: '2012-10-17' 
+        #     Statement:
+        #       - Effect: Allow
+        #         Action:
+        #           - "sqs:GetQueueAttributes"
+        #           - "sqs:SendMessageBatch"
+        #           - "sqs:SendMessage"
+        #           - "sqs:ReceiveMessage"
+        #           - "sqs:DeleteMessage"
+        #         Resource:
+        #           - !GetAtt FailedAllelesQueue.Arn
 
   BuildJobDefinition:
     Type: AWS::Batch::JobDefinition
@@ -163,8 +163,8 @@ Resources:
         Environment:
           - Name: GFE_BUCKET
             Value: !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}'
-          - Name: FAILED_ALLELES_QUEUE
-            Value: !Ref FailedAllelesQueue
+          # - Name: FAILED_ALLELES_QUEUE
+          #   Value: !Ref FailedAllelesQueue
           - Name: AWS_REGION
             Value: !Ref AWS::Region
       RetryStrategy:
@@ -755,15 +755,15 @@ Resources:
         - Name: ServiceIntegrationResourceArn
           Value: !Sub 'arn:aws:states:${AWS::Region}:${AWS::AccountId}:batch:submitJob.sync'
 
-  FailedAllelesQueue:
-    Type: AWS::SQS::Queue
-    Properties:
-      VisibilityTimeout: 20
-      RedrivePolicy:
-        deadLetterTargetArn: !GetAtt FailedAllelesDeadLetterQueue.Arn
-        maxReceiveCount: 5
-  FailedAllelesDeadLetterQueue:
-    Type: AWS::SQS::Queue
+  # FailedAllelesQueue:
+  #   Type: AWS::SQS::Queue
+  #   Properties:
+  #     VisibilityTimeout: 20
+  #     RedrivePolicy:
+  #       deadLetterTargetArn: !GetAtt FailedAllelesDeadLetterQueue.Arn
+  #       maxReceiveCount: 5
+  # FailedAllelesDeadLetterQueue:
+  #   Type: AWS::SQS::Queue
 
   Neo4jLoadQueryDocument: 
     Type: AWS::SSM::Document

From ff80986132e1036134ee296922953faeaeb60ada Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Wed, 30 Aug 2023 15:11:18 -0700
Subject: [PATCH 174/367] script proceeds if some alleles fail

---
 gfe-db/pipeline/jobs/build/run.sh     | 16 ++++++++++++++--
 gfe-db/pipeline/jobs/build/src/app.py |  7 +++----
 2 files changed, 17 insertions(+), 6 deletions(-)

diff --git a/gfe-db/pipeline/jobs/build/run.sh b/gfe-db/pipeline/jobs/build/run.sh
index e33e3d96..0e258232 100755
--- a/gfe-db/pipeline/jobs/build/run.sh
+++ b/gfe-db/pipeline/jobs/build/run.sh
@@ -127,7 +127,7 @@ for release in ${RELEASES}; do
 	fi
 	
 	# Builds CSV files
-	python "$SRC_DIR"/app.py \
+	python3 "$SRC_DIR"/app.py \
 		-o "$DATA_DIR/$release/csv" \
 		-r "$release" \
 		$KIRFLAG \
@@ -135,7 +135,19 @@ for release in ${RELEASES}; do
 		$MEM_PROFILE_FLAG \
 		-v \
 		-l $LIMIT
-	[ $? -ne 0 ] && echo "Build completed with errors, please see logs"
+    build_exit_status=$?
+    echo "Build exit status (1:CRITICAL, 2:WARNING): $build_exit_status"
+    
+    # Notify missing alleles
+    if [ $build_exit_status -eq 2 ]; then
+    echo "WARNING: Some alleles failed to build, please see logs for error messages"
+    fi
+
+    # fail for any exit code other than 0 or 2. 2 is a warning for missing data but not fatal.
+    if [ $build_exit_status -ne 0 ] && [ $build_exit_status -ne 2 ]; then
+    echo "CRITICAL: Build failed, please see logs for error messages"
+    exit 1
+    fi
 
 	# TODO: Use this S3 hierarchy: root/release/csv | logs
 	echo -e "Uploading CSVs to s3://$GFE_BUCKET/data/$release/csv/:\n$(ls $DATA_DIR/$release/csv/)"
diff --git a/gfe-db/pipeline/jobs/build/src/app.py b/gfe-db/pipeline/jobs/build/src/app.py
index c2c67538..d09369be 100755
--- a/gfe-db/pipeline/jobs/build/src/app.py
+++ b/gfe-db/pipeline/jobs/build/src/app.py
@@ -12,7 +12,6 @@
 import hashlib
 from csv import DictWriter
 import boto3
-# import pandas as pd
 from Bio import AlignIO
 from Bio.SeqFeature import SeqFeature
 from Bio.SeqRecord import SeqRecord
@@ -37,8 +36,8 @@
         ])
 
 region = os.environ["AWS_REGION"]
-failed_alleles_queue = os.environ["FAILED_ALLELES_QUEUE"]
-failed_alleles_queue_name = failed_alleles_queue.split("/")[-1]
+# failed_alleles_queue = os.environ["FAILED_ALLELES_QUEUE"]
+# failed_alleles_queue_name = failed_alleles_queue.split("/")[-1]
 
 sqs = boto3.client('sqs', region_name=region)
 
@@ -674,7 +673,7 @@ def process_allele(allele, alignments_dict, csv_path=None):
                     f.write(json.dumps(error) + '\n')
                     logger.info('Success')
 
-        exit_code = 1
+        exit_code = 2
     end = time.time()
     errors_msg_fragment = f'with {len(errors)} error(s)' if len(errors) > 0 else ''
     logging.info(f'****** Build finished {errors_msg_fragment} in {round(end - start, 2)} seconds ******')

From 5d3c76cb37e9a00985bc344910c7c0a40d7e44e0 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Wed, 30 Aug 2023 17:26:42 -0700
Subject: [PATCH 175/367] validate build for single release version

---
 .../functions/validate_build_output/app.py    | 220 +++++++++---------
 .../validate_build_output/event.json          |  65 +-----
 .../pipeline/statemachines/pipeline.asl.json  |  62 +++--
 3 files changed, 154 insertions(+), 193 deletions(-)

diff --git a/gfe-db/pipeline/functions/validate_build_output/app.py b/gfe-db/pipeline/functions/validate_build_output/app.py
index 9141ecde..7273c947 100644
--- a/gfe-db/pipeline/functions/validate_build_output/app.py
+++ b/gfe-db/pipeline/functions/validate_build_output/app.py
@@ -30,140 +30,134 @@ def lambda_handler(event, context):
     """Validates the build output artifacts against the original execution input object."""
 
     logger.info(json.dumps(event))
-    execution_start_time = datetime.strptime(event['execution_context']['Execution']['StartTime'], '%Y-%m-%dT%H:%M:%S.%fZ').replace(tzinfo=tz.tzutc())
 
+    execution_start_time = datetime.strptime(event['execution_start_time'], '%Y-%m-%dT%H:%M:%S.%fZ').replace(tzinfo=tz.tzutc())
+        
     # TODO get the expected input from execution context and validate against this
     # TODO Remove this and use the output of validation against the expected input
-    # # In other words, the validation shoudl be "blind" to what the build output is, it should only
+    # # In other words, the validation should be "blind" to what the build output is, it should only
     # # tells us how it's different from the expected. Therefore the expected output is constructed from $$.Execution.Input
 
     # expected input is the execution input
-    execution_input = event['execution_context']['Execution']['Input']['input']
-
-    releases = list(set([ item['RELEASES'] for item in execution_input ]))
-
-    # reports for all release builds
-    reports = []
+    # execution_input = event['execution_context']['Execution']['Input']['input']
+    release = event['input']['RELEASES']
 
     # errors for all release builds used only for logging, not used for validation logic
     errors = []
-    for release in releases:
 
-        release_report = {
-            "release": release,
-            "details": [],
-            "errors": []
-        }
+    release_report = {
+        "release_version": release,
+        "details": [],
+        "errors": []
+    }
 
-        # TODO hard-coded S3 paths should be replaced with SSM parameters at some point
-        # build path to CSV directory
-        csv_dir = f"data/{release}/csv"
-        
-        # expected artifacts from state machine input
-        release_report["expected_artifacts"] = [ f"{key}.{release}.csv" for key in csv_headers.keys() ]
+    # TODO hard-coded S3 paths should be replaced with SSM parameters at some point
+    # build path to CSV directory
+    csv_dir = f"data/{release}/csv"
+    
+    # expected artifacts from state machine input
+    release_report["expected_artifacts"] = [ f"{key}.{release}.csv" for key in csv_headers.keys() ]
+
+    # Validate that the S3 prefix exists and has data
+    try:
+        csv_file_objs = list_s3_objects(data_bucket_name, csv_dir)
+    except KeyError:
+        error_msg = f"CSV directory does not exist: {csv_dir}"
+        logger.error(error_msg)
+        release_report["errors"].append(error_msg)
+        release_report["is_valid_build"] = False
+        # reports.append(release_report)
+        errors.append(error_msg)
+        # continue
+
+    # Validate that all expected files are present
+    if set(csv_file_objs.keys()) != set(release_report["expected_artifacts"]):
+        error_msg = f"CSV files do not match expected artifacts: {csv_dir}"
+        logger.error(error_msg)
+        release_report["errors"].append(error_msg)
+        release_report["is_valid_build"] = False
+        # reports.append(release_report)
+        errors.append(error_msg)
+        # continue
+
+    for key, obj in csv_file_objs.items():
+        obj_errors = []
+
+        obj['data'] = pl.read_csv(f"s3://{data_bucket_name}/{csv_dir}/{key}", infer_schema_length=0)
+        obj["details"] = {}
+
+        # Validate the file's timestamp is after the execution start time
+        obj["details"]["is_valid_csv_timestamp"] = obj['created_utc'] > execution_start_time
+        if not obj["details"]["is_valid_csv_timestamp"]:
+            error_msg = f"CSV file timestamp ({str(obj['created_utc'])}) preceeds execution start time ({execution_start_time}): {key}"
+            logger.error(error_msg)
+            obj_errors.append(error_msg)
 
-        # Validate that the S3 prefix exists and has data
-        try:
-            csv_file_objs = list_s3_objects(data_bucket_name, csv_dir)
-        except KeyError:
-            error_msg = f"CSV directory does not exist: {csv_dir}"
+        # Validate the file name is correct
+        obj["details"]["is_valid_csv_filename"] = is_valid_csv_filename(key, release)
+        if not obj["details"]["is_valid_csv_filename"]:
+            error_msg = f"CSV file name is incorrect: {key}"
+            logger.error(error_msg)
+            obj_errors.append(error_msg)
+
+        # Validate the headers are correct
+        obj["details"]["is_valid_csv_header"] = set(obj['data'].columns) == set(csv_headers[key.split('.')[0]])
+        if not obj["details"]["is_valid_csv_header"]:
+            error_msg = f"CSV file headers are incorrect: {key}\n\tExpected: {csv_headers[key.split('.')[0]]}\n\tActual: {obj['data'].columns}"
             logger.error(error_msg)
-            release_report["errors"].append(error_msg)
-            release_report["is_valid_build"] = False
-            reports.append(release_report)
-            errors.append(error_msg)
-            continue
-
-        # Validate that all expected files are present
-        if set(csv_file_objs.keys()) != set(release_report["expected_artifacts"]):
-            error_msg = f"CSV files do not match expected artifacts: {csv_dir}"
+            obj_errors.append(error_msg)
+
+        # Validate rows are present
+        obj["details"]["is_valid_csv_rows"] = obj['data'].shape[0] > 0
+        if not obj["details"]["is_valid_csv_rows"]:
+            error_msg = f"CSV file has no rows: {key}"
             logger.error(error_msg)
-            release_report["errors"].append(error_msg)
-            release_report["is_valid_build"] = False
-            reports.append(release_report)
-            errors.append(error_msg)
-            continue
-
-        for key, obj in csv_file_objs.items():
-            obj_errors = []
-
-            obj['data'] = pl.read_csv(f"s3://{data_bucket_name}/{csv_dir}/{key}", infer_schema_length=0)
-            obj["details"] = {}
-
-            # Validate the file's timestamp is after the execution start time
-            obj["details"]["is_valid_csv_timestamp"] = obj['created_utc'] > execution_start_time
-            if not obj["details"]["is_valid_csv_timestamp"]:
-                error_msg = f"CSV file timestamp ({str(obj['created_utc'])}) preceeds execution start time ({execution_start_time}): {key}"
-                logger.error(error_msg)
-                obj_errors.append(error_msg)
-
-            # Validate the file name is correct
-            obj["details"]["is_valid_csv_filename"] = is_valid_csv_filename(key, release)
-            if not obj["details"]["is_valid_csv_filename"]:
-                error_msg = f"CSV file name is incorrect: {key}"
-                logger.error(error_msg)
-                obj_errors.append(error_msg)
-
-            # Validate the headers are correct
-            obj["details"]["is_valid_csv_headers"] = set(obj['data'].columns) == set(csv_headers[key.split('.')[0]])
-            if not obj["details"]["is_valid_csv_headers"]:
-                error_msg = f"CSV file headers are incorrect: {key}\n\tExpected: {csv_headers[key.split('.')[0]]}\n\tActual: {obj['data'].columns}"
-                logger.error(error_msg)
-                obj_errors.append(error_msg)
-
-            # Validate rows are present
-            obj["details"]["is_valid_csv_rows"] = obj['data'].shape[0] > 0
-            if not obj["details"]["is_valid_csv_rows"]:
-                error_msg = f"CSV file has no rows: {key}"
-                logger.error(error_msg)
-                obj_errors.append(error_msg)
-
-            # TODO get the expected total number of rows from hla.dat and validate the row count against that
-            # # # Validate expected number of rows and replace is_valid_csv_rows
-            # obj["details"]["is_valid_csv_num_rows"] = None
-
-            # TODO Validate the data types of each column
-            # # # Validate data types
-            # obj["details"]["is_valid_csv_data_types"] = None
-
-            obj_report = {
-                "schema": key.split('.')[0],
-                "release": release,
-                "file_path": f"s3://{data_bucket_name}/{csv_dir}/{key}",
-                "cols": obj['data'].columns,
-                "num_rows": len(obj['data']),
-                **{k: v.strftime('%Y-%m-%dT%H:%M:%S.%f')[:-3]+"Z" if isinstance(v, datetime) else v for k, v in obj.items() if k != 'data'},
-                "num_errors": len(obj_errors),
-                "is_valid_csv": all(obj["details"].values()),
-            }
-            if obj_errors:
-                obj_report["errors"] = obj_errors
-                obj_report["num_errors"] = len(obj_errors)
-                errors.extend(obj_errors)
-
-            release_report["details"].append(obj_report)
-            if obj_errors:
-                release_report["errors"].append(obj_errors)
-    
-        release_report["is_valid_build"] = all([obj_report["is_valid_csv"] for obj_report in release_report["details"]])
-        reports.append(release_report)
+            obj_errors.append(error_msg)
+
+        # TODO get the expected total number of rows from hla.dat and validate the row count against that
+        # # # Validate expected number of rows and replace is_valid_csv_rows
+        # obj["details"]["is_valid_csv_num_rows"] = None
 
-    logger.info(json.dumps(reports))
+        # TODO Validate the data types of each column
+        # # # Validate data types
+        # obj["details"]["is_valid_csv_data_types"] = None
+
+        obj_report = {
+            "schema": key.split('.')[0],
+            "release": release,
+            "file_path": f"s3://{data_bucket_name}/{csv_dir}/{key}",
+            "cols": obj['data'].columns,
+            "num_rows": len(obj['data']),
+            **{k: v.strftime('%Y-%m-%dT%H:%M:%S.%f')[:-3]+"Z" if isinstance(v, datetime) else v for k, v in obj.items() if k != 'data'},
+            "num_errors": len(obj_errors),
+            "is_valid_csv": all(obj["details"].values()),
+        }
+        if obj_errors:
+            obj_report["errors"] = obj_errors
+            obj_report["num_errors"] = len(obj_errors)
+            errors.extend(obj_errors)
+
+        release_report["details"].append(obj_report)
+        if obj_errors:
+            release_report["errors"].append(obj_errors)
+
+    release_report["is_valid_build"] = all([obj_report["is_valid_csv"] for obj_report in release_report["details"]])
+    # reports.append(release_report)
+
+    logger.info(json.dumps(release_report))
     if errors:
         error_msg = f'Validation failed:\n{json.dumps(errors)}'
         logger.error(error_msg)
 
-    ### Update output ###
-    valid_release_builds = [ release['release'] for release in reports if release['is_valid_build'] ]
-    payload = list(filter(lambda x: x["RELEASES"] in valid_release_builds, execution_input))
-
-
-    return {
-        "validated": payload,
-        "build_details": reports,
-        "has_valid_payload": len(payload) > 0,
+    payload = {
+        "execution_id": event['execution_id'],
+        "execution_start_time": event['execution_start_time'],
+        "input": event['input'],
+        **release_report
     }
 
+    return payload
+
 # TODO implement Pydantic classes for managing and validating CSV schemas
 # Schema map
 csv_headers = {
diff --git a/gfe-db/pipeline/functions/validate_build_output/event.json b/gfe-db/pipeline/functions/validate_build_output/event.json
index 8c797b1a..a1789947 100644
--- a/gfe-db/pipeline/functions/validate_build_output/event.json
+++ b/gfe-db/pipeline/functions/validate_build_output/event.json
@@ -1,58 +1,11 @@
 {
-    "execution_context": {
-      "Execution": {
-        "Id": "arn:aws:states:us-east-1:810526023897:execution:UpdatePipelineStateMachine-cZyA03LshQeo:5763cf8a-ea0f-4f24-8500-d835d4005d24",
-        "Input": {
-          "input": [
-            {
-              "ALIGN": "False",
-              "KIR": "False",
-              "LIMIT": "1000",
-              "MEM_PROFILE": "False",
-              "RELEASES": "3460"
-            },
-            {
-              "ALIGN": "False",
-              "KIR": "False",
-              "LIMIT": "1000",
-              "MEM_PROFILE": "False",
-              "RELEASES": "3234"
-            }
-          ]
-        },
-        "StartTime": "2023-07-28T21:21:34.779Z",
-        "Name": "5763cf8a-ea0f-4f24-8500-d835d4005d24",
-        "RoleArn": "arn:aws:iam::810526023897:role/dev-gfe-db-pipeline-UpdatePipelineStateMachineRole-545MF0IUYA11"
-      },
-      "StateMachine": {
-        "Id": "arn:aws:states:us-east-1:810526023897:stateMachine:UpdatePipelineStateMachine-cZyA03LshQeo",
-        "Name": "UpdatePipelineStateMachine-cZyA03LshQeo"
-      },
-      "State": {
-        "Name": "Validate Build",
-        "EnteredTime": "2023-07-28T21:24:08.983Z",
-        "RetryCount": 0
-      }
+    "input": {
+        "ALIGN": "False",
+        "KIR": "False",
+        "LIMIT": "100",
+        "MEM_PROFILE": "False",
+        "RELEASES": "320"
     },
-    "build_output": {
-      "input": [
-        {
-          "ALIGN": "False",
-          "KIR": "False",
-          "LIMIT": "1000",
-          "MEM_PROFILE": "False",
-          "RELEASES": "3460"
-        },
-        {
-          "Error": "States.TaskFailed",
-          "Cause": "{\"Attempts\":[{\"Container\":{\"ContainerInstanceArn\":\"arn:aws:ecs:us-east-1:810526023897:container-instance/BuildComputeEnvironment-FFdY50Fsdc5qWZMA_Batch_596273aa-0caa-3f6f-803f-62b9b7e8d6af/93e3f7c9c71e4d3f885da937d3cf061a\",\"ExitCode\":1,\"LogStreamName\":\"dev-gfe-db-BuildJobDefinition/default/19fe555c75d24887afb06eb4594758f2\",\"NetworkInterfaces\":[],\"TaskArn\":\"arn:aws:ecs:us-east-1:810526023897:task/BuildComputeEnvironment-FFdY50Fsdc5qWZMA_Batch_596273aa-0caa-3f6f-803f-62b9b7e8d6af/19fe555c75d24887afb06eb4594758f2\"},\"StartedAt\":1690579411521,\"StatusReason\":\"Essential container in task exited\",\"StoppedAt\":1690579412165}],\"Container\":{\"Command\":[\"bash\",\"run.sh\"],\"ContainerInstanceArn\":\"arn:aws:ecs:us-east-1:810526023897:container-instance/BuildComputeEnvironment-FFdY50Fsdc5qWZMA_Batch_596273aa-0caa-3f6f-803f-62b9b7e8d6af/93e3f7c9c71e4d3f885da937d3cf061a\",\"Environment\":[{\"Name\":\"GFE_BUCKET\",\"Value\":\"dev-gfe-db-810526023897-us-east-1\"},{\"Name\":\"FAILED_ALLELES_QUEUE\",\"Value\":\"https://sqs.us-east-1.amazonaws.com/810526023897/dev-gfe-db-pipeline-FailedAllelesQueue-csd4ychDoZCg\"},{\"Name\":\"AWS_REGION\",\"Value\":\"us-east-1\"},{\"Name\":\"ALIGN\",\"Value\":\"False\"},{\"Name\":\"RELEASES\",\"Value\":\"3234\"},{\"Name\":\"KIR\",\"Value\":\"False\"},{\"Name\":\"LIMIT\",\"Value\":\"1000\"},{\"Name\":\"MANAGED_BY_AWS\",\"Value\":\"STARTED_BY_STEP_FUNCTIONS\"},{\"Name\":\"MEM_PROFILE\",\"Value\":\"False\"}],\"ExitCode\":1,\"Image\":\"810526023897.dkr.ecr.us-east-1.amazonaws.com/dev-gfe-db-build-service:latest\",\"LogStreamName\":\"dev-gfe-db-BuildJobDefinition/default/19fe555c75d24887afb06eb4594758f2\",\"Memory\":8000,\"MountPoints\":[],\"NetworkInterfaces\":[],\"ResourceRequirements\":[],\"Secrets\":[],\"TaskArn\":\"arn:aws:ecs:us-east-1:810526023897:task/BuildComputeEnvironment-FFdY50Fsdc5qWZMA_Batch_596273aa-0caa-3f6f-803f-62b9b7e8d6af/19fe555c75d24887afb06eb4594758f2\",\"Ulimits\":[],\"Vcpus\":8,\"Volumes\":[]},\"CreatedAt\":1690579296317,\"DependsOn\":[],\"EksAttempts\":[],\"JobArn\":\"arn:aws:batch:us-east-1:810526023897:job/244c2e3b-36b4-4d06-a778-f5c271d93a10\",\"JobDefinition\":\"arn:aws:batch:us-east-1:810526023897:job-definition/dev-gfe-db-BuildJobDefinition:10\",\"JobId\":\"244c2e3b-36b4-4d06-a778-f5c271d93a10\",\"JobName\":\"dev-gfe-db-build-job\",\"JobQueue\":\"arn:aws:batch:us-east-1:810526023897:job-queue/dev-gfe-db-BuildJobQueue\",\"Parameters\":{},\"PlatformCapabilities\":[],\"PropagateTags\":false,\"RetryStrategy\":{\"Attempts\":1,\"EvaluateOnExit\":[]},\"StartedAt\":1690579411521,\"Status\":\"FAILED\",\"StatusReason\":\"Essential container in task exited\",\"StoppedAt\":1690579412165,\"Tags\":{}}"
-        }
-      ],
-      "backups": {
-        "pre": {
-          "DocumentName": "dev-gfe-db-database-Neo4jBackupDocument-nAqIhQzAdtbD",
-          "CommandId": "6be0c0cb-82a7-4e9f-9fce-d37b3c47279f"
-        }
-      }
-    }
-  }
\ No newline at end of file
+    "execution_id": 1,
+    "execution_start_time": "2023-08-30T23:46:01.477Z"
+}
\ No newline at end of file
diff --git a/gfe-db/pipeline/statemachines/pipeline.asl.json b/gfe-db/pipeline/statemachines/pipeline.asl.json
index 0c731b64..66928719 100644
--- a/gfe-db/pipeline/statemachines/pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/pipeline.asl.json
@@ -15,10 +15,18 @@
         },
         "Build Stage": {
             "Type": "Map",
-            "Next": "Validate Build",
+            "Next": "Load Stage",
             "MaxConcurrency": 0,
             "ItemsPath": "$.input",
-            "ResultPath": null,
+            "ResultPath": "$.validations.build",
+            "Catch": [
+                {
+                    "ErrorEquals": [
+                        "States.ALL"
+                    ],
+                    "Next": "Execution Failed"
+                }
+            ],
             "Iterator": {
                 "StartAt": "Generate CSV files",
                 "States": {
@@ -26,7 +34,7 @@
                         "Type": "Task",
                         "Resource": "arn:aws:states:::batch:submitJob.sync",
                         "ResultPath": null,
-                        "End": true,
+                        "Next": "Validate Build",
                         "Catch": [
                             {
                                 "ErrorEquals": [
@@ -65,34 +73,40 @@
                             }
                         }
                     },
+                    "Validate Build": {
+                        "Type": "Task",
+                        "Resource": "${ValidateBuildOutputFunctionArn}",
+                        "Parameters": {
+                            "execution_id.$": "$$.Execution.Id",
+                            "execution_start_time.$": "$$.Execution.StartTime",
+                            "input.$": "$"
+                        },
+                        "Next": "Evaluate Payload"
+                    },
+                    "Evaluate Payload": {
+                        "Type": "Choice",
+                        "Choices": [
+                            {
+                                "Variable": "$.is_valid_build",
+                                "BooleanEquals": true,
+                                "Next": "Pass Build"
+                            }
+                        ],
+                        "Default": "Fail Build"
+                    },
                     "Fail Build": {
                         "Type": "Pass",
                         "ResultPath": null,
                         "End": true
+                    },
+                    "Pass Build": {
+                        "Type": "Pass",
+                        "ResultPath": null,
+                        "End": true
                     }
                 }
             }
         },
-        "Validate Build": {
-            "Type": "Task",
-            "Resource": "${ValidateBuildOutputFunctionArn}",
-            "Parameters": {
-                "execution_context.$": "$$"
-            },
-            "ResultPath": "$.validations.build",
-            "Next": "Evaluate Payload"
-        },
-        "Evaluate Payload": {
-            "Type": "Choice",
-            "Choices": [
-                {
-                    "Variable": "$.validations.build.has_valid_payload",
-                    "BooleanEquals": true,
-                    "Next": "Load Stage"
-                }
-            ],
-            "Default": "Execution Failed"
-        },
         "Execution Failed": {
             "Type": "Fail",
             "Error": "ExecutionFailed",
@@ -102,7 +116,7 @@
             "Type": "Map",
             "Next": "Post-Execution Validation Query",
             "MaxConcurrency": 1,
-            "ItemsPath": "$.validations.build.validated",
+            "ItemsPath": "$.validations.build",
             "ResultPath": null,
             "Iterator": {
                 "StartAt": "Load Data",

From 8e7f0516abe46238b59e9514894597fd7063a831 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 31 Aug 2023 11:01:36 -0700
Subject: [PATCH 176/367] fix restore target

---
 gfe-db/database/Makefile | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/gfe-db/database/Makefile b/gfe-db/database/Makefile
index 36d6aa0a..75b181ee 100644
--- a/gfe-db/database/Makefile
+++ b/gfe-db/database/Makefile
@@ -118,10 +118,10 @@ service.restore: #from_date=<YYYY/MM/DD/HH>
 
 service.restore.pre-validate:
 	@echo "Validating restore pre-conditions"
-	@echo "Checking if backup exists"
-	@backup_object=$$(aws s3 ls --recursive s3://${DATA_BUCKET_NAME}/backups/neo4j/$$from_date/ | cut -d' ' -f7 | cut -d'/' -f3-6) && \
+	@echo "Checking if backup exists for \`s3://${DATA_BUCKET_NAME}/backups/neo4j/$$from_date/\`"
+	@backup_object=$$(aws s3 ls --recursive s3://${DATA_BUCKET_NAME}/backups/neo4j/$$from_date/ | cut -d ' ' -f 6-) && \
 	[ "$$backup_object" != "" ] || (echo "ERROR: Backup does not exist" && exit 1) && \
-	echo "Found backup for $$backup_object"
+	echo "Found backup target for $$backup_object"
 
 delete: ##=> Delete resources
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deleting ${SERVICE} service" 2>&1 | tee -a $$CFN_LOG_PATH

From 6749b3a90f19f6e0088e472643575166a5b815ea Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 1 Sep 2023 16:53:51 -0700
Subject: [PATCH 177/367] fix input paths in state machine

---
 Makefile                                        | 2 +-
 gfe-db/pipeline/statemachines/pipeline.asl.json | 2 ++
 2 files changed, 3 insertions(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index fe21918d..c135b176 100644
--- a/Makefile
+++ b/Makefile
@@ -370,7 +370,7 @@ database.delete:
 pipeline.delete:
 	$(MAKE) -C ${APP_NAME}/pipeline/ service.delete
 
-pipeline.functions.delete:
+pipeline.service.delete:
 	$(MAKE) -C ${APP_NAME}/pipeline/ service.functions.delete
 
 pipeline.jobs.delete:
diff --git a/gfe-db/pipeline/statemachines/pipeline.asl.json b/gfe-db/pipeline/statemachines/pipeline.asl.json
index 66928719..01e391b8 100644
--- a/gfe-db/pipeline/statemachines/pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/pipeline.asl.json
@@ -132,6 +132,7 @@
                                     "Invoke Load Script": {
                                         "Type": "Task",
                                         "Resource": "${InvokeLoadScriptFunctionArn}",
+                                        "InputPath": "$.input",
                                         "ResultPath": null,
                                         "End": true
                                     }
@@ -144,6 +145,7 @@
                                         "Type": "Task",
                                         "Resource": "${LoadNeo4jActivityArn}",
                                         "HeartbeatSeconds": 60,
+                                        "InputPath": "$.input",
                                         "ResultPath": null,
                                         "End": true,
                                         "Catch": [

From e869acb348843cf83a276c49df0600718e0cfde8 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 1 Sep 2023 18:10:41 -0700
Subject: [PATCH 178/367] use existing build output if available

---
 .../functions/validate_build_output/app.py    | 13 ++++++-----
 .../pipeline/statemachines/pipeline.asl.json  | 23 ++++++++++++++++++-
 gfe-db/pipeline/template.yaml                 |  3 +++
 3 files changed, 32 insertions(+), 7 deletions(-)

diff --git a/gfe-db/pipeline/functions/validate_build_output/app.py b/gfe-db/pipeline/functions/validate_build_output/app.py
index 7273c947..331b930a 100644
--- a/gfe-db/pipeline/functions/validate_build_output/app.py
+++ b/gfe-db/pipeline/functions/validate_build_output/app.py
@@ -86,12 +86,13 @@ def lambda_handler(event, context):
         obj['data'] = pl.read_csv(f"s3://{data_bucket_name}/{csv_dir}/{key}", infer_schema_length=0)
         obj["details"] = {}
 
-        # Validate the file's timestamp is after the execution start time
-        obj["details"]["is_valid_csv_timestamp"] = obj['created_utc'] > execution_start_time
-        if not obj["details"]["is_valid_csv_timestamp"]:
-            error_msg = f"CSV file timestamp ({str(obj['created_utc'])}) preceeds execution start time ({execution_start_time}): {key}"
-            logger.error(error_msg)
-            obj_errors.append(error_msg)
+        # # Note: the state machine can now use existing CSV files as input, so the timestamp validation is no longer needed
+        # # Validate the file's timestamp is after the execution start time
+        # obj["details"]["is_valid_csv_timestamp"] = obj['created_utc'] > execution_start_time
+        # if not obj["details"]["is_valid_csv_timestamp"]:
+        #     error_msg = f"CSV file timestamp ({str(obj['created_utc'])}) preceeds execution start time ({execution_start_time}): {key}"
+        #     logger.error(error_msg)
+        #     obj_errors.append(error_msg)
 
         # Validate the file name is correct
         obj["details"]["is_valid_csv_filename"] = is_valid_csv_filename(key, release)
diff --git a/gfe-db/pipeline/statemachines/pipeline.asl.json b/gfe-db/pipeline/statemachines/pipeline.asl.json
index 01e391b8..026662d0 100644
--- a/gfe-db/pipeline/statemachines/pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/pipeline.asl.json
@@ -28,8 +28,29 @@
                 }
             ],
             "Iterator": {
-                "StartAt": "Generate CSV files",
+                "StartAt": "Check Existing Build",
                 "States": {
+                    "Check Existing Build": {
+                        "Type": "Task",
+                        "Resource": "arn:aws:states:::aws-sdk:s3:listObjects",
+                        "Parameters": {
+                            "Bucket": "${DataBucketName}",
+                            "Prefix.$": "States.Format('data/{}/csv/', $.RELEASES)"
+                        },
+                        "ResultPath": "$.check_existing_build",
+                        "Next": "Files Exist?"
+                    },
+                    "Files Exist?": {
+                        "Type": "Choice",
+                        "Choices": [
+                            {
+                                "Variable": "$.check_existing_build.Contents",
+                                "IsPresent": false,
+                                "Next": "Generate CSV files"
+                            }
+                        ],
+                        "Default": "Validate Build"
+                    },
                     "Generate CSV files": {
                         "Type": "Task",
                         "Resource": "arn:aws:states:::batch:submitJob.sync",
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 0f08fc6c..39df6fdb 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -541,6 +541,7 @@ Resources:
       DefinitionUri: statemachines/pipeline.asl.json
       DefinitionSubstitutions:
         AppName: !Ref AppName
+        DataBucketName: !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}'
         BuildJobDefinition: !Ref BuildJobDefinition
         BuildJobName: !Sub '${Stage}-${AppName}-build-job'
         BuildJobQueue: !Ref BuildJobQueue
@@ -558,6 +559,8 @@ Resources:
             FunctionName: !Ref InvokeBackupScriptFunction
         - LambdaInvokePolicy:
             FunctionName: !Ref ValidateBuildOutputFunction
+        - S3ReadPolicy:
+            BucketName: !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}'
         - Version: "2012-10-17"
           Statement:
             - Effect: "Allow"

From 29033d8353605591de78a120aad2f3d730cbdf14 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 3 Sep 2023 11:28:03 -0700
Subject: [PATCH 179/367] wait for backup document to finish

---
 .../pipeline/functions/invoke_backup_script/app.py   | 12 +++++++++---
 gfe-db/pipeline/template.yaml                        |  9 +++++++--
 2 files changed, 16 insertions(+), 5 deletions(-)

diff --git a/gfe-db/pipeline/functions/invoke_backup_script/app.py b/gfe-db/pipeline/functions/invoke_backup_script/app.py
index 53068929..c0796117 100644
--- a/gfe-db/pipeline/functions/invoke_backup_script/app.py
+++ b/gfe-db/pipeline/functions/invoke_backup_script/app.py
@@ -42,10 +42,16 @@ def lambda_handler(event, context):
             raise Exception("Failed to send command")
         else:
             logger.info(f"Neo4j backup invoked on instance {neo4j_database_instance_id}")
+            
+            # wait for the command to complete successfully
+            waiter = ssm.get_waiter('command_executed')
+            waiter.wait(
+                CommandId=response['Command']['CommandId'],
+                InstanceId=neo4j_database_instance_id
+            )
+
+            logger.info(f"Neo4j backup completed on instance {neo4j_database_instance_id}")
 
-            # TODO poll SSM until command is complete
-            # try: poll; except Failed Command: raise Exception
-    
     except Exception as err:
         logger.error(err)
         raise err
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 39df6fdb..0f493309 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -419,8 +419,8 @@ Resources:
       CodeUri: functions/invoke_backup_script/
       Handler: app.lambda_handler
       Runtime: python3.10
-      MemorySize: 128
-      Timeout: 60
+      MemorySize: 256
+      Timeout: 300
       Architectures:
         - x86_64
       Environment:
@@ -444,6 +444,11 @@ Resources:
                 - "ssm:GetParameter"
               Resource: 
                 - !Sub 'arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*'
+            - Effect: "Allow"
+              Action: 
+                - "ssm:GetCommandInvocation"
+              Resource: 
+                - !Sub '*'
 
   InvokeLoadScriptFunction:
     Type: AWS::Serverless::Function

From e8b49705efb8695643b1c4aa2313b12d42c49b0f Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 3 Sep 2023 13:12:44 -0700
Subject: [PATCH 180/367] refactor input array for cleaner output

---
 .../pipeline/statemachines/pipeline.asl.json  | 19 +++++++++++--------
 1 file changed, 11 insertions(+), 8 deletions(-)

diff --git a/gfe-db/pipeline/statemachines/pipeline.asl.json b/gfe-db/pipeline/statemachines/pipeline.asl.json
index 026662d0..37f2a6c8 100644
--- a/gfe-db/pipeline/statemachines/pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/pipeline.asl.json
@@ -18,6 +18,9 @@
             "Next": "Load Stage",
             "MaxConcurrency": 0,
             "ItemsPath": "$.input",
+            "ItemSelector": {
+                "input.$": "$$.Map.Item.Value"
+            },
             "ResultPath": "$.validations.build",
             "Catch": [
                 {
@@ -27,7 +30,7 @@
                     "Next": "Execution Failed"
                 }
             ],
-            "Iterator": {
+            "ItemProcessor": {
                 "StartAt": "Check Existing Build",
                 "States": {
                     "Check Existing Build": {
@@ -35,7 +38,7 @@
                         "Resource": "arn:aws:states:::aws-sdk:s3:listObjects",
                         "Parameters": {
                             "Bucket": "${DataBucketName}",
-                            "Prefix.$": "States.Format('data/{}/csv/', $.RELEASES)"
+                            "Prefix.$": "States.Format('data/{}/csv/', $.input.RELEASES)"
                         },
                         "ResultPath": "$.check_existing_build",
                         "Next": "Files Exist?"
@@ -72,23 +75,23 @@
                                 "Environment": [
                                     {
                                         "Name": "RELEASES",
-                                        "Value.$": "$.RELEASES"
+                                        "Value.$": "$.input.RELEASES"
                                     },
                                     {
                                         "Name": "ALIGN",
-                                        "Value.$": "$.ALIGN"
+                                        "Value.$": "$.input.ALIGN"
                                     },
                                     {
                                         "Name": "KIR",
-                                        "Value.$": "$.KIR"
+                                        "Value.$": "$.input.KIR"
                                     },
                                     {
                                         "Name": "MEM_PROFILE",
-                                        "Value.$": "$.MEM_PROFILE"
+                                        "Value.$": "$.input.MEM_PROFILE"
                                     },
                                     {
                                         "Name": "LIMIT",
-                                        "Value.$": "$.LIMIT"
+                                        "Value.$": "$.input.LIMIT"
                                     }
                                 ]
                             }
@@ -100,7 +103,7 @@
                         "Parameters": {
                             "execution_id.$": "$$.Execution.Id",
                             "execution_start_time.$": "$$.Execution.StartTime",
-                            "input.$": "$"
+                            "input.$": "$.input"
                         },
                         "Next": "Evaluate Payload"
                     },

From ab83c3a1a64708fe2c9a17486c5840cc2ed69d40 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 3 Sep 2023 14:30:05 -0700
Subject: [PATCH 181/367] add use_existing_build to pipeline params

---
 Makefile                                         |  3 ++-
 gfe-db/pipeline/functions/invoke_pipeline/app.py | 16 +++++++++++++---
 .../event-use-existing-false-no-key.json         |  7 +++++++
 .../event-use-existing-false.json                |  8 ++++++++
 .../invoke_pipeline/event-use-existing-true.json |  8 ++++++++
 .../functions/invoke_pipeline/event.json         |  7 -------
 6 files changed, 38 insertions(+), 11 deletions(-)
 create mode 100644 gfe-db/pipeline/functions/invoke_pipeline/event-use-existing-false-no-key.json
 create mode 100644 gfe-db/pipeline/functions/invoke_pipeline/event-use-existing-false.json
 create mode 100644 gfe-db/pipeline/functions/invoke_pipeline/event-use-existing-true.json
 delete mode 100644 gfe-db/pipeline/functions/invoke_pipeline/event.json

diff --git a/Makefile b/Makefile
index c135b176..39c49454 100644
--- a/Makefile
+++ b/Makefile
@@ -264,7 +264,8 @@ database.load.run: # args: align, kir, limit, releases
 	[ "$$kir" ] && kir="$$kir" || kir=false && \
 	[ "$$limit" ] && limit="$$limit" || limit="" && \
 	[ "$$releases" ] && releases="$$releases" || releases="" && \
-	payload="{ \"align\": $$align, \"kir\": $$kir, \"limit\": \"$$limit\", \"releases\": \"$$releases\", \"mem_profile\": false }" && \
+	[ "$$use_existing_build" ] && use_existing_build="$$use_existing_build" || use_existing_build=false && \
+	payload="{ \"align\": $$align, \"kir\": $$kir, \"limit\": \"$$limit\", \"releases\": \"$$releases\", \"mem_profile\": false, \"use_existing_build\": $$use_existing_build }" && \
 	echo "$$payload" | jq -r && \
 	echo "$$payload" | jq > payload.json
 	@echo "Run pipeline with this payload? [y/N] \c " && read ans && [ $${ans:-N} = y ]
diff --git a/gfe-db/pipeline/functions/invoke_pipeline/app.py b/gfe-db/pipeline/functions/invoke_pipeline/app.py
index b14f1d30..6e4e1250 100644
--- a/gfe-db/pipeline/functions/invoke_pipeline/app.py
+++ b/gfe-db/pipeline/functions/invoke_pipeline/app.py
@@ -41,8 +41,14 @@ def lambda_handler(event, context):
         if "releases" in event:
 
             # align, kir, mem_profile are booleans
-            if not all([ isinstance(event[arg], bool) for arg in [ 'align', 'kir', 'mem_profile' ] ]):
-                raise ValueError('align, kir, and mem_profile must be boolean values')
+            execution_input_bool_keys = [ 
+                'align', 
+                'kir', 
+                'mem_profile' ,
+                'use_existing_build'
+            ]
+            if not all([ isinstance(event[arg], bool) for arg in execution_input_bool_keys if arg in event ]):
+                raise ValueError('`align`, `kir`, `mem_profile` and `use_existing_build` must be boolean values')
 
             # conform booleans to the current argument format
             event = { arg: str(val) for arg, val in event.items() }
@@ -271,6 +277,10 @@ def check_current_executions(state_machine_arn):
 def parse_event(event):
     """Restructures the event and returns pipeline execution parameters"""
 
+    # set use_existing_build to False if not specified
+    if "use_existing_build" not in event:
+        event["use_existing_build"] = False
+
     new_releases = str(event["releases"]).replace(" ", "").split(",")
     params = {k:v for k,v in event.items() if k != "releases"}
 
@@ -304,7 +314,7 @@ def parse_state(state_path, params_path):
     import os
     from pathlib import Path
 
-    path = Path(__file__).parent / "error-event.json"
+    path = Path(__file__).parent / "event-use-existing-true.json"
     with open(path, "r") as f:
         event = json.load(f)
 
diff --git a/gfe-db/pipeline/functions/invoke_pipeline/event-use-existing-false-no-key.json b/gfe-db/pipeline/functions/invoke_pipeline/event-use-existing-false-no-key.json
new file mode 100644
index 00000000..b9df9df8
--- /dev/null
+++ b/gfe-db/pipeline/functions/invoke_pipeline/event-use-existing-false-no-key.json
@@ -0,0 +1,7 @@
+{
+    "align": false,
+    "kir": false,
+    "limit": "",
+    "releases": "310",
+    "mem_profile": false
+}
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/invoke_pipeline/event-use-existing-false.json b/gfe-db/pipeline/functions/invoke_pipeline/event-use-existing-false.json
new file mode 100644
index 00000000..1d390e2f
--- /dev/null
+++ b/gfe-db/pipeline/functions/invoke_pipeline/event-use-existing-false.json
@@ -0,0 +1,8 @@
+{
+    "align": false,
+    "kir": false,
+    "limit": "",
+    "releases": "310",
+    "mem_profile": false,
+    "use_existing_build": false
+}
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/invoke_pipeline/event-use-existing-true.json b/gfe-db/pipeline/functions/invoke_pipeline/event-use-existing-true.json
new file mode 100644
index 00000000..cfe4229d
--- /dev/null
+++ b/gfe-db/pipeline/functions/invoke_pipeline/event-use-existing-true.json
@@ -0,0 +1,8 @@
+{
+    "align": false,
+    "kir": false,
+    "limit": "",
+    "releases": "310",
+    "mem_profile": false,
+    "use_existing_build": true
+}
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/invoke_pipeline/event.json b/gfe-db/pipeline/functions/invoke_pipeline/event.json
deleted file mode 100644
index 5615060f..00000000
--- a/gfe-db/pipeline/functions/invoke_pipeline/event.json
+++ /dev/null
@@ -1,7 +0,0 @@
-{
-    "align": "False",
-    "kir": "False",
-    "limit": "1000",
-    "releases": "3460",
-    "mem_profile": "False"
-}
\ No newline at end of file

From 6b0dc56fa7de3c7954925968c104bf3119a194b6 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 3 Sep 2023 15:00:03 -0700
Subject: [PATCH 182/367] evaluate use_existing_build after file validation

---
 gfe-db/pipeline/statemachines/pipeline.asl.json | 11 +++++++++++
 1 file changed, 11 insertions(+)

diff --git a/gfe-db/pipeline/statemachines/pipeline.asl.json b/gfe-db/pipeline/statemachines/pipeline.asl.json
index 37f2a6c8..01df4c34 100644
--- a/gfe-db/pipeline/statemachines/pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/pipeline.asl.json
@@ -52,6 +52,17 @@
                                 "Next": "Generate CSV files"
                             }
                         ],
+                        "Default": "Use Existing Build?"
+                    },
+                    "Use Existing Build?": {
+                        "Type": "Choice",
+                        "Choices": [
+                            {
+                                "Variable": "$.input.USE_EXISTING_BUILD",
+                                "StringEquals": "False",
+                                "Next": "Generate CSV files"
+                            }
+                        ],
                         "Default": "Validate Build"
                     },
                     "Generate CSV files": {

From 26b66548c9b4ca37a4c4fc54dffaa0ad16be97cf Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 3 Sep 2023 15:13:38 -0700
Subject: [PATCH 183/367] refactor environment validation target

---
 Makefile | 52 +++++++---------------------------------------------
 1 file changed, 7 insertions(+), 45 deletions(-)

diff --git a/Makefile b/Makefile
index 39c49454..8ea9275e 100644
--- a/Makefile
+++ b/Makefile
@@ -38,6 +38,11 @@ export PIPELINE_STATE_PATH := config/IMGTHLA-repository-state.json
 export PIPELINE_PARAMS_PATH := config/pipeline-input.json
 export FUNCTIONS_PATH := ${APP_NAME}/pipeline/functions
 
+# Required environment variables
+REQUIRED_VARS := STAGE APP_NAME AWS_ACCOUNT AWS_REGION AWS_PROFILE SUBSCRIBE_EMAILS \
+                 GITHUB_REPOSITORY_OWNER GITHUB_REPOSITORY_NAME GITHUB_PERSONAL_ACCESS_TOKEN \
+                 HOST_DOMAIN SUBDOMAIN ADMIN_EMAIL NEO4J_AMI_ID APOC_VERSION GDS_VERSION
+
 # print colors
 define blue
 	@tput setaf 4
@@ -170,51 +175,8 @@ else
 endif
 
 env.validate: check.dependencies
-ifndef STAGE
-$(error STAGE is not set. Please add STAGE to the environment variables.)
-endif
-ifndef APP_NAME
-$(error APP_NAME is not set. Please add APP_NAME to the environment variables.)
-endif
-ifndef AWS_ACCOUNT
-	$(error AWS_ACCOUNT is not set. Please add AWS_ACCOUNT to the environment variables.)
-endif
-ifndef AWS_REGION
-	$(error AWS_REGION is not set. Please add AWS_REGION to the environment variables.)
-endif
-ifndef AWS_PROFILE
-	$(error AWS_PROFILE is not set. Please select an AWS profile to use.)
-endif
-ifndef SUBSCRIBE_EMAILS
-$(error SUBSCRIBE_EMAILS is not set. Please add SUBSCRIBE_EMAILS to the environment variables.)
-endif
-ifndef GITHUB_REPOSITORY_OWNER
-$(error GITHUB_REPOSITORY_OWNER is not set. Please add GITHUB_REPOSITORY_OWNER to the environment variables.)
-endif
-ifndef GITHUB_REPOSITORY_NAME
-$(error GITHUB_REPOSITORY_NAME is not set. Please add GITHUB_REPOSITORY_NAME to the environment variables.)
-endif
-ifndef GITHUB_PERSONAL_ACCESS_TOKEN
-	$(error GITHUB_PERSONAL_ACCESS_TOKEN is not set. Please add GITHUB_PERSONAL_ACCESS_TOKEN to the environment variables.)
-endif
-ifndef HOST_DOMAIN
-	$(error HOST_DOMAIN is not set. Please add HOST_DOMAIN to the environment variables.)
-endif
-ifndef SUBDOMAIN
-$(error SUBDOMAIN is not set. Please add SUBDOMAIN to the environment variables.)
-endif
-ifndef ADMIN_EMAIL
-	$(error ADMIN_EMAIL is not set. Please add ADMIN_EMAIL to the environment variables.)
-endif
-ifndef NEO4J_AMI_ID
-$(error NEO4J_AMI_ID is not set. Please add NEO4J_AMI_ID to the environment variables.)
-endif
-ifndef APOC_VERSION
-$(error APOC_VERSION is not set. Please add APOC_VERSION to the environment variables.)
-endif
-ifndef GDS_VERSION
-$(error GDS_VERSION is not set. Please add GDS_VERSION to the environment variables.)
-endif
+	$(foreach var,$(REQUIRED_VARS),\
+		$(if $(value $(var)),,$(error $(var) is not set. Please add $(var) to the environment variables.)))
 ifndef CREATE_VPC
 	$(info 'CREATE_VPC' is not set. Defaulting to 'false')
 	$(eval export CREATE_VPC := false)

From 45140a5c6084e13f08ee8882633524b508129867 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 3 Sep 2023 16:40:09 -0700
Subject: [PATCH 184/367] add skip_load to pipeline params

---
 Makefile                                      |   3 +-
 .../pipeline/functions/invoke_pipeline/app.py |   9 +-
 .../event-use-existing-false-no-key.json      |   3 +-
 .../event-use-existing-true.json              |   3 +-
 .../statemachines/pipeline-copy.asl.json      | 132 ------
 .../pipeline/statemachines/pipeline.asl.json  |  18 +-
 .../statemachines/pipeline.bkp.asl.json       | 392 ------------------
 7 files changed, 26 insertions(+), 534 deletions(-)
 delete mode 100644 gfe-db/pipeline/statemachines/pipeline-copy.asl.json
 delete mode 100644 gfe-db/pipeline/statemachines/pipeline.bkp.asl.json

diff --git a/Makefile b/Makefile
index 8ea9275e..15c4da13 100644
--- a/Makefile
+++ b/Makefile
@@ -227,7 +227,8 @@ database.load.run: # args: align, kir, limit, releases
 	[ "$$limit" ] && limit="$$limit" || limit="" && \
 	[ "$$releases" ] && releases="$$releases" || releases="" && \
 	[ "$$use_existing_build" ] && use_existing_build="$$use_existing_build" || use_existing_build=false && \
-	payload="{ \"align\": $$align, \"kir\": $$kir, \"limit\": \"$$limit\", \"releases\": \"$$releases\", \"mem_profile\": false, \"use_existing_build\": $$use_existing_build }" && \
+	[ "$$skip_load" ] && skip_load="$$skip_load" || skip_load=false && \
+	payload="{\"align\":$$align,\"kir\":$$kir,\"limit\":\"$$limit\",\"releases\":\"$$releases\",\"mem_profile\":false,\"use_existing_build\":$$use_existing_build,\"skip_load\":$$skip_load}"&&\
 	echo "$$payload" | jq -r && \
 	echo "$$payload" | jq > payload.json
 	@echo "Run pipeline with this payload? [y/N] \c " && read ans && [ $${ans:-N} = y ]
diff --git a/gfe-db/pipeline/functions/invoke_pipeline/app.py b/gfe-db/pipeline/functions/invoke_pipeline/app.py
index 6e4e1250..7849319f 100644
--- a/gfe-db/pipeline/functions/invoke_pipeline/app.py
+++ b/gfe-db/pipeline/functions/invoke_pipeline/app.py
@@ -45,10 +45,11 @@ def lambda_handler(event, context):
                 'align', 
                 'kir', 
                 'mem_profile' ,
-                'use_existing_build'
+                'use_existing_build',
+                'skip_load'
             ]
             if not all([ isinstance(event[arg], bool) for arg in execution_input_bool_keys if arg in event ]):
-                raise ValueError('`align`, `kir`, `mem_profile` and `use_existing_build` must be boolean values')
+                raise ValueError(f'{", ".join(execution_input_bool_keys)} must be boolean values')
 
             # conform booleans to the current argument format
             event = { arg: str(val) for arg, val in event.items() }
@@ -277,10 +278,6 @@ def check_current_executions(state_machine_arn):
 def parse_event(event):
     """Restructures the event and returns pipeline execution parameters"""
 
-    # set use_existing_build to False if not specified
-    if "use_existing_build" not in event:
-        event["use_existing_build"] = False
-
     new_releases = str(event["releases"]).replace(" ", "").split(",")
     params = {k:v for k,v in event.items() if k != "releases"}
 
diff --git a/gfe-db/pipeline/functions/invoke_pipeline/event-use-existing-false-no-key.json b/gfe-db/pipeline/functions/invoke_pipeline/event-use-existing-false-no-key.json
index b9df9df8..9021f623 100644
--- a/gfe-db/pipeline/functions/invoke_pipeline/event-use-existing-false-no-key.json
+++ b/gfe-db/pipeline/functions/invoke_pipeline/event-use-existing-false-no-key.json
@@ -3,5 +3,6 @@
     "kir": false,
     "limit": "",
     "releases": "310",
-    "mem_profile": false
+    "mem_profile": false,
+    "skip_load": true
 }
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/invoke_pipeline/event-use-existing-true.json b/gfe-db/pipeline/functions/invoke_pipeline/event-use-existing-true.json
index cfe4229d..144687ca 100644
--- a/gfe-db/pipeline/functions/invoke_pipeline/event-use-existing-true.json
+++ b/gfe-db/pipeline/functions/invoke_pipeline/event-use-existing-true.json
@@ -4,5 +4,6 @@
     "limit": "",
     "releases": "310",
     "mem_profile": false,
-    "use_existing_build": true
+    "use_existing_build": true,
+    "skip_load": false
 }
\ No newline at end of file
diff --git a/gfe-db/pipeline/statemachines/pipeline-copy.asl.json b/gfe-db/pipeline/statemachines/pipeline-copy.asl.json
deleted file mode 100644
index 7f9e3ccf..00000000
--- a/gfe-db/pipeline/statemachines/pipeline-copy.asl.json
+++ /dev/null
@@ -1,132 +0,0 @@
-{
-    "StartAt": "Init",
-    "States": {
-      "Init": {
-        "Type": "Pass",
-        "Result": {
-          "errorOccurred": false
-        },
-        "ResultPath": "$.error_status",
-        "Next": "Pre-Execution Backup"
-      },
-      "Pre-Execution Backup": {
-        "Type": "Pass",
-        "ResultPath": null,
-        "Next": "Build Stage"
-      },
-        "Build Stage": {
-            "Type": "Map",
-            "Next": "Load Stage",
-            "MaxConcurrency": 0,
-            "Iterator": {
-                "StartAt": "Generate CSV files",
-                "States": {
-                    "Generate CSV files": {
-                        "Type": "Task",
-                        "Resource": "arn:aws:states:::batch:submitJob.sync",
-                        "ResultPath": null,
-                        "Next": "Build Success",
-                        "Catch": [
-                            {
-                                "ErrorEquals": [
-                                    "States.ALL"
-                                ],
-                                "Next": "Build Error"
-                            }
-                        ],
-                        "Parameters": {
-                            "JobDefinition": "${BuildJobDefinition}",
-                            "JobName": "${BuildJobName}",
-                            "JobQueue": "${BuildJobQueue}",
-                            "ContainerOverrides": {
-                                "Environment": [
-                                    {
-                                        "Name": "RELEASES",
-                                        "Value.$": "$.RELEASES"
-                                    },
-                                    {
-                                        "Name": "ALIGN",
-                                        "Value.$": "$.ALIGN"
-                                    },
-                                    {
-                                        "Name": "KIR",
-                                        "Value.$": "$.KIR"
-                                    },
-                                    {
-                                        "Name": "MEM_PROFILE",
-                                        "Value.$": "$.MEM_PROFILE"
-                                    },
-                                    {
-                                        "Name": "LIMIT",
-                                        "Value.$": "$.LIMIT"
-                                    }
-                                ]
-                            }
-                        }
-                    },
-                    "Build Error": {
-                        "Type": "Pass",
-                        "End": true
-                    },
-                    "Build Success": {
-                        "Type": "Pass",
-                        "End": true
-                    }
-                }
-            }
-        },
-        "Load Stage": {
-            "Type": "Map",
-            "End": true,
-            "MaxConcurrency": 1,
-            "Iterator": {
-                "StartAt": "Load Data",
-                "States": {
-                    "Load Data": {
-                        "Type": "Parallel",
-                        "Next": "Load Success",
-                        "Catch": [
-                            {
-                                "ErrorEquals": [
-                                    "States.ALL"
-                                ],
-                                "Next": "Load Error"
-                            }
-                        ],
-                        "Branches": [
-                            {
-                                "StartAt": "Invoke Load Script",
-                                "States": {
-                                    "Invoke Load Script": {
-                                        "Type": "Task",
-                                        "Resource": "${InvokeLoadScriptFunctionArn}",
-                                        "End": true
-                                    }
-                                }
-                            },
-                            {
-                                "StartAt": "Load GFEs",
-                                "States": {
-                                    "Load GFEs": {
-                                        "Type": "Task",
-                                        "Resource": "${LoadNeo4jActivityArn}",
-                                        "HeartbeatSeconds": 60,
-                                        "End": true
-                                    }
-                                }
-                            }
-                        ]
-                    },
-                    "Load Error": {
-                        "Type": "Pass",
-                        "End": true
-                    },
-                    "Load Success": {
-                        "Type": "Pass",
-                        "End": true
-                    }
-                }
-            }
-        }
-    }
-}
\ No newline at end of file
diff --git a/gfe-db/pipeline/statemachines/pipeline.asl.json b/gfe-db/pipeline/statemachines/pipeline.asl.json
index 01df4c34..7b0c8040 100644
--- a/gfe-db/pipeline/statemachines/pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/pipeline.asl.json
@@ -154,8 +154,24 @@
             "ItemsPath": "$.validations.build",
             "ResultPath": null,
             "Iterator": {
-                "StartAt": "Load Data",
+                "StartAt": "Skip Load?",
                 "States": {
+                    "Skip Load?": {
+                        "Type": "Choice",
+                        "Choices": [
+                            {
+                                "Variable": "$.input.SKIP_LOAD",
+                                "StringEquals": "True",
+                                "Next": "Skipped"
+                            }
+                        ],
+                        "Default": "Load Data"
+                    },
+                    "Skipped": {
+                        "Type": "Pass",
+                        "ResultPath": null,
+                        "End": true
+                    },
                     "Load Data": {
                         "Type": "Parallel",
                         "ResultPath": null,
diff --git a/gfe-db/pipeline/statemachines/pipeline.bkp.asl.json b/gfe-db/pipeline/statemachines/pipeline.bkp.asl.json
deleted file mode 100644
index f66503fe..00000000
--- a/gfe-db/pipeline/statemachines/pipeline.bkp.asl.json
+++ /dev/null
@@ -1,392 +0,0 @@
-{
-    "StartAt": "Init",
-    "States": {
-        "Init": {
-            "Type": "Parallel",
-            "Next": "BuildRelease",
-            "Branches": [
-                {                
-                    "StartAt": "GetExecutionState",
-                    "States": {
-                        "GetExecutionState": {
-                            "Type": "Task",
-                            "Resource": "${GetExecutionStateFunctionArn}",
-                            "ResultPath": "$.state",
-                            "Catch": [
-                                {
-                                    "ErrorEquals": [
-                                        "States.ALL"
-                                    ],
-                                    "Next": "ReportFailure"
-                                }
-                            ],
-                            "End": true
-                        }
-                    }
-                },
-                {                
-                    "StartAt": "Pre-Execution Validation Query",
-                    "States": {
-                        "Pre-Execution Validation Query": {
-                            "Type": "Task",
-                            "Resource": "${ExecuteValidationQueriesFunctionArn}",
-                            "ResultPath": "$.validations.queries.pre",
-                            "Next": "Pre-Execution Backup"
-                        },
-                        "Pre-Execution Backup": {
-                            "Type": "Task",
-                            "Resource": "${InvokeBackupScriptFunctionArn}",
-                            "ResultPath": "$.backups.pre",
-                            "End": true
-                        }
-                    }
-                }
-            ]
-        }
-        "BuildRelease": {
-            "Type": "Parallel",
-            "Next": "LoadRelease",
-            "OutputPath": "$.[1]",
-            "Catch": [
-                {
-                    "ErrorEquals": [
-                        "States.ALL"
-                    ],
-                    "Next": "ReportFailure"
-                }
-            ],
-            "Branches": [
-                {
-                    "StartAt": "UpdateStateExecutionInProgress",
-                    "States": {
-                        "UpdateStateExecutionInProgress": {
-                            "Type": "Task",
-                            "Resource": "arn:aws:states:::dynamodb:updateItem",
-                            "ResultPath": null,
-                            "End": true,
-                            "Parameters": {
-                                "TableName": "${ExecutionStateTable}",
-                                "Key": {
-                                    "commit__sha": {
-                                        "S.$": "$.commit_sha"
-                                    },
-                                    "execution__version": {
-                                        "N.$": "States.Format('{}', $.version)"
-                                    }
-                                },
-                                "UpdateExpression": "SET execution__date_utc = :execution_date_utc, execution__status = :status, execution__input_parameters__align = :align, execution__input_parameters__kir = :kir, execution__input_parameters__mem_profile = :mem_profile, execution__input_parameters__limit = :limit, updated_utc = :updated_utc",
-                                "ExpressionAttributeValues": {
-                                    ":execution_date_utc": {
-                                        "S.$": "$$.Execution.StartTime"
-                                    },
-                                    ":status": {
-                                        "S": "IN_PROGRESS"
-                                    },
-                                    ":align": {
-                                        "BOOL.$": "$.input_parameters.align"
-                                    },
-                                    ":kir": {
-                                        "BOOL.$": "$.input_parameters.kir"
-                                    },
-                                    ":mem_profile": {
-                                        "BOOL.$": "$.input_parameters.mem_profile"
-                                    },
-                                    ":limit": {
-                                        "N.$": "States.Format('{}', $.input_parameters.limit)"
-                                    },
-                                    ":updated_utc": {
-                                        "S.$": "$$.State.EnteredTime"
-                                    }
-                                }
-                            }
-                        }
-                    }
-                },
-                {
-                    "StartAt": "GfeDbBuildJob",
-                    "States": {
-                        "GfeDbBuildJob": {
-                            "Type": "Task",
-                            "Resource": "arn:aws:states:::batch:submitJob.sync",
-                            "ResultPath": null,
-                            "Next": "ListFiles",
-                            "Parameters": {
-                                "JobDefinition": "${BuildJobDefinition}",
-                                "JobName": "${BuildJobName}",
-                                "JobQueue": "${BuildJobQueue}",
-                                "ContainerOverrides": {
-                                    "Environment": [
-                                        {
-                                            "Name": "EVENT",
-                                            "Value.$": "States.JsonToString($)"
-                                        }
-                                    ]
-                                }
-                            }
-                        },
-                        "ListFiles": {
-                            "Type": "Task",
-                            "Resource": "arn:aws:states:::aws-sdk:s3:listObjects",
-                            "Parameters": {
-                                "Bucket": "${DataBucketName}",
-                                "Prefix.$": "States.Format('data/{}/csv/', $.version)"
-                            },
-                            "ResultPath": "$.s3_response",
-                            "Next": "ValidateBuildOutput"
-                        },
-                        "ValidateBuildOutput": {
-                            "Type": "Task",
-                            "Resource": "${ValidateBuildOutputFunctionArn}",
-                            "End": true
-                        }
-                    },
-                    "Fail Build": {
-                        "Type": "Pass",
-                        "ResultPath": null,
-                        "End": true
-                    }
-                }
-            ]
-        },
-        "LoadRelease": {
-            "Type": "Parallel",
-            "OutputPath": "$.[1]",
-            "Next": "ReportSuccess",
-            "Catch": [
-                {
-                    "ErrorEquals": [
-                        "States.ALL"
-                    ],
-                    "Next": "ReportFailure"
-                }
-            ],
-            "Branches": [
-                {
-                    "StartAt": "InvokeLoadScript",
-                    "States": {
-                        "InvokeLoadScript": {
-                            "Type": "Task",
-                            "Resource": "${InvokeLoadScriptFunctionArn}",
-                            "End": true
-                        }
-                    }
-                },
-                {
-                    "StartAt": "LoadReleaseActivity",
-                    "States": {
-                        "LoadReleaseActivity": {
-                            "Type": "Task",
-                            "Resource": "${LoadReleaseActivityArn}",
-                            "HeartbeatSeconds": 60,
-                            "End": true
-                        }
-                    }
-                }
-            ]
-        },
-        "ReportFailure": {
-            "Type": "Parallel",
-            "Next": "PipelineFailure",
-            "InputPath": "$$.Execution.Input",
-            "Branches": [
-                {
-                    "StartAt": "UpdateStateExecutionFailure",
-                    "States": {
-                        "UpdateStateExecutionFailure": {
-                            "Type": "Task",
-                            "Resource": "arn:aws:states:::dynamodb:updateItem",
-                            "ResultPath": null,
-                            "End": true,
-                            "Parameters": {
-                                "TableName": "${ExecutionStateTable}",
-                                "Key": {
-                                    "commit__sha": {
-                                        "S.$": "$.commit_sha"
-                                    },
-                                    "execution__version": {
-                                        "N.$": "States.Format('{}', $.version)"
-        "Validate Build": {
-            "Type": "Task",
-            "Resource": "${ValidateBuildOutputFunctionArn}",
-            "Parameters": {
-                "execution_context.$": "$$"
-            },
-            "ResultPath": "$.validations.build",
-            "Next": "Evaluate Payload"
-        },
-        "Evaluate Payload": {
-            "Type": "Choice",
-            "Choices": [
-                {
-                    "Variable": "$.validations.build.has_valid_payload",
-                    "BooleanEquals": true,
-                    "Next": "Load Stage"
-                }
-            ],
-            "Default": "Execution Failed"
-        },
-        "Execution Failed": {
-            "Type": "Fail",
-            "Error": "ExecutionFailed",
-            "Cause": "No valid payload was generated"
-        },
-        "Load Stage": {
-            "Type": "Map",
-            "Next": "Post-Execution Validation Query",
-            "MaxConcurrency": 1,
-            "ItemsPath": "$.validations.build.validated",
-            "ResultPath": null,
-            "Iterator": {
-                "StartAt": "Load Data",
-                "States": {
-                    "Load Data": {
-                        "Type": "Parallel",
-                        "ResultPath": null,
-                        "End": true,
-                        "Branches": [
-                            {
-                                "StartAt": "Invoke Load Script",
-                                "States": {
-                                    "Invoke Load Script": {
-                                        "Type": "Task",
-                                        "Resource": "${InvokeLoadScriptFunctionArn}",
-                                        "ResultPath": null,
-                                        "End": true
-                                    }
-                                },
-                                "UpdateExpression": "SET execution__status = :status, updated_utc = :updated_utc",
-                                "ExpressionAttributeValues": {
-                                    ":status": {
-                                        "S": "FAILED"
-                                    },
-                                    ":updated_utc": {
-                                        "S.$": "$$.State.EnteredTime"
-                                    }
-                                }
-                            }
-                        }
-                    }
-                },
-                {
-                    "StartAt": "PublishFailure",
-                    "States": {
-                        "PublishFailure": {
-                            "Type": "Task",
-                            "Resource": "arn:aws:states:::sns:publish",
-                            "Parameters": {
-                                "TopicArn": "${GfeDbExecutionResultTopicArn}",
-                                "Message": {
-                                    "result": "FAILED",
-                                    "input_parameters.$": "$"
-                                }
-                            },
-                            "End": true
-                        }
-                    }
-                }
-            ]
-        },
-        "PipelineFailure": {
-            "Type": "Fail"
-        },
-        "ReportSuccess": {
-            "Type": "Parallel",
-            "Next": "PipelineSuccess",
-            "InputPath": "$$.Execution.Input",
-            "Branches": [
-                {
-                    "StartAt": "UpdateStateExecutionSuccess",
-                    "States": {
-                        "UpdateStateExecutionSuccess": {
-                            "Type": "Task",
-                            "Resource": "arn:aws:states:::dynamodb:updateItem",
-                            "ResultPath": null,
-                            "End": true,
-                            "Parameters": {
-                                "TableName": "${ExecutionStateTable}",
-                                "Key": {
-                                    "commit__sha": {
-                                        "S.$": "$.commit_sha"
-                                    },
-                                    "execution__version": {
-                                        "N.$": "States.Format('{}', $.version)"
-                                    }
-                                },
-                                "UpdateExpression": "SET execution__status = :status, updated_utc = :updated_utc",
-                                "ExpressionAttributeValues": {
-                                    ":status": {
-                                        "S": "SUCCESS"
-                                    },
-                                    ":updated_utc": {
-                                        "S.$": "$$.State.EnteredTime"
-                                    }
-                                }
-                            }
-                        }
-                    }
-                },
-                {
-                    "StartAt": "PublishSuccess",
-                    "States": {
-                        "PublishSuccess": {
-                            "Type": "Task",
-                            "Resource": "arn:aws:states:::sns:publish",
-                            "Parameters": {
-                                "TopicArn": "${GfeDbExecutionResultTopicArn}",
-                                "Message": {
-                                    "result": "SUCCESS",
-                                    "input_parameters.$": "$"
-                                }
-                            },
-                            "End": true
-                        }
-                    }
-                }
-            ]
-        },
-        "PipelineSuccess": {
-            "Type": "Succeed"
-                            {
-                                "StartAt": "Load GFEs",
-                                "States": {
-                                    "Load GFEs": {
-                                        "Type": "Task",
-                                        "Resource": "${LoadNeo4jActivityArn}",
-                                        "HeartbeatSeconds": 60,
-                                        "ResultPath": null,
-                                        "End": true,
-                                        "Catch": [
-                                            {
-                                                "ErrorEquals": [
-                                                    "States.ALL"
-                                                ],
-                                                "Next": "Fail Load"
-                                            }
-                                        ]
-                                    },
-                                    "Fail Load": {
-                                        "Type": "Pass",
-                                        "ResultPath": null,
-                                        "End": true
-                                    }
-                                }
-                            }
-                        ]
-                    }
-                }
-            }
-        },
-        "Post-Execution Validation Query": {
-            "Type": "Task",
-            "Resource": "${ExecuteValidationQueriesFunctionArn}",
-            "ResultPath": "$.validations.queries.post",
-            "Next": "Post-Execution Backup"
-        },
-        "Post-Execution Backup": {
-            "Type": "Task",
-            "Resource": "${InvokeBackupScriptFunctionArn}",
-            "ResultPath": "$.backups.post",
-            "End": true
-        }
-    }
-}
\ No newline at end of file

From 2d0892075d46cac3041a732807be3dfd7634940c Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Mon, 4 Sep 2023 11:22:48 -0700
Subject: [PATCH 185/367] update README

---
 README.md | 64 +++++++++++++++++++++++++++++++++++++------------------
 1 file changed, 43 insertions(+), 21 deletions(-)

diff --git a/README.md b/README.md
index a635859e..f260134c 100755
--- a/README.md
+++ b/README.md
@@ -265,8 +265,14 @@ STAGE=<stage> make deploy
 # Deploy config files and scripts to S3
 STAGE=<stage> make config.deploy
 
-# Run the StepFunctions State Machine to load Neo4j
-STAGE=<stage> make database.load.run releases=<version> align=<boolean> kir=<boolean> limit=<int>
+# Run the Step Functions State Machine to load Neo4j
+STAGE=<stage> make database.load.run \
+    releases=<version> \
+    align=<boolean> \
+    kir=<boolean> \
+    limit=<int> \
+    use_existing_build=<boolean> \
+    skip_load=<boolean>
 
 # Retrieve Neo4j credentials after deployment
 STAGE=<stage> make database.get.credentials
@@ -281,7 +287,7 @@ STAGE=<stage> make get.logs
 STAGE=<stage> make get.data
 
 # Delete all CloudFormation based services and data, default is data=false
-STAGE=<stage> make delete data=<true/false>
+STAGE=<stage> make delete data=<boolean>
 
 # Delete a specific layer
 STAGE=<stage> make pipeline.delete
@@ -344,23 +350,33 @@ Base input parameters (excluding the `releases` value) are passed to the Step Fu
 ```json
 // pipeline-input.json
 {
-  "align": "False",
-  "kir": "False",
-  "mem_profile": "False",
-  "limit": ""
+  "align": false,
+  "kir": false,
+  "mem_profile": false,
+  "limit": "", // Optional, defaults to false
+  "use_existing_build": false, // Optional, defaults to false
+  "skip_load": false // Optional, defaults to false
 }
 
 ```
-| Variable    | Example Value | Type   | Description                                                        |
-| ----------- | ------------- | ------ | ------------------------------------------------------------------ |
-| LIMIT       | 1000          | string | Number of alleles to build. Leave blank ("") to build all alleles. |
-| ALIGN       | False         | string | Include or exclude alignments in the build                         |
-| KIR         | False         | string | Include or exclude KIR data alignments in the build                |
-| MEM_PROFILE | False         | string | Enable memory profiling (for catching memory leaks during build)   |
+| Variable           | Example Value | Type   | Description                                                                    |
+| ------------------ | ------------- | ------ | ------------------------------------------------------------------------------ |
+| LIMIT              | 1000          | string | Number of alleles to build. Leave blank ("") to build all alleles.             |
+| ALIGN              | false         | string | Include or exclude alignments in the build                                     |
+| KIR                | false         | string | Include or exclude KIR data alignments in the build                            |
+| MEM_PROFILE        | false         | string | Enable memory profiling (for catching memory leaks during build)               |
+| USE_EXISTING_BUILD | false         | string | Use existing build files in S3 (if available) instead of building from scratch |
+| SKIP_LOAD          | false         | string | Skip loading the database after building                                       |
 
 The data pipeline can also be invoked from the command line:
 ```bash
-STAGE=<stage> make database.load.run releases=<version> align=<boolean> kir=<boolean> limit=<int>
+STAGE=<stage> make database.load.run \
+    releases=<version> \
+    align=<boolean> \
+    kir=<boolean> \
+    limit=<int> \
+    use_existing_build=<boolean> \
+    skip_load=<boolean>
 ```
 
 #### IMGT/HLA Release Versions State
@@ -393,14 +409,20 @@ STAGE=<stage> make database.load.run releases="<version>"
 # Example for single version
 STAGE=<stage> make database.load.run releases="3510"
 
-# Example for multiple versions
-STAGE=<stage> make database.load.run releases="3490,3500,3510"
+# Example for multiple versions where 3510 has already been built
+STAGE=<stage> make database.load.run \
+    releases="3490,3500,3510" \
+    use_existing_build=true
 
 # Example with limit
 STAGE=<stage> make database.load.run releases="3510" limit="1000"
 
 # Example with all arguments included
-STAGE=<stage> make database.load.run releases="3510" limit="" align="False" kir="False"
+STAGE=<stage> make database.load.run releases="3510" limit="" align=false kir=false
+
+# Example of how to build all releases and skip loading
+STAGE=dev make database.load.run releases="300,310,320,330,340,350,360,370,380,390,3100,3110,3120,3130,3140,3150,3160,3170,3180,3190,3200,3210,3220,3230,3240,3250,3260,3270,3280,3290,3300,3310,3320,3330,3340,3350,3360,3370,3380,3390,3400,3410,3420,3430,3440,3450,3460,3470,3480,3490,3500,3510,3520,3530" skip_load=true
+```
 
 These commands build an event payload to send to the `invoke-gfe-db-pipeline` Lambda.
 ```json
@@ -422,9 +444,9 @@ The Lambda function returns the following object which can be viewed in CloudWat
   "message": "Pipeline triggered",
   "input": [
     {
-      "ALIGN": "False",
-      "KIR": "False",
-      "MEM_PROFILE": "False",
+      "ALIGN": false,
+      "KIR": false,
+      "MEM_PROFILE": false,
       "LIMIT": "",
       "RELEASES": "3510"
     },
@@ -436,7 +458,7 @@ The Lambda function returns the following object which can be viewed in CloudWat
 ### Clean Up
 To tear down resources run the command. You will need to manually delete the data in the S3 bucket first to avoid an error in CloudFormation.
 ```bash
-STAGE=<stage> make delete data=<true/false>
+STAGE=<stage> make delete data=<boolean>
 ```
 Use the following commands to tear down individual services. Make sure to [backup](#backup--restore) your data first.
 ```bash

From 177d2149bd839eadd0980566b832454b0060eb8d Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 7 Sep 2023 15:20:11 -0700
Subject: [PATCH 186/367] delete old pipeline

---
 .../pipeline/statemachines/pipeline.asl.json  | 236 ------------------
 1 file changed, 236 deletions(-)
 delete mode 100644 gfe-db/pipeline/statemachines/pipeline.asl.json

diff --git a/gfe-db/pipeline/statemachines/pipeline.asl.json b/gfe-db/pipeline/statemachines/pipeline.asl.json
deleted file mode 100644
index 7b0c8040..00000000
--- a/gfe-db/pipeline/statemachines/pipeline.asl.json
+++ /dev/null
@@ -1,236 +0,0 @@
-{
-    "StartAt": "Pre-Execution Validation Query",
-    "States": {
-        "Pre-Execution Validation Query": {
-            "Type": "Task",
-            "Resource": "${ExecuteValidationQueriesFunctionArn}",
-            "ResultPath": "$.validations.queries.pre",
-            "Next": "Pre-Execution Backup"
-        },
-        "Pre-Execution Backup": {
-            "Type": "Task",
-            "Resource": "${InvokeBackupScriptFunctionArn}",
-            "ResultPath": "$.backups.pre",
-            "Next": "Build Stage"
-        },
-        "Build Stage": {
-            "Type": "Map",
-            "Next": "Load Stage",
-            "MaxConcurrency": 0,
-            "ItemsPath": "$.input",
-            "ItemSelector": {
-                "input.$": "$$.Map.Item.Value"
-            },
-            "ResultPath": "$.validations.build",
-            "Catch": [
-                {
-                    "ErrorEquals": [
-                        "States.ALL"
-                    ],
-                    "Next": "Execution Failed"
-                }
-            ],
-            "ItemProcessor": {
-                "StartAt": "Check Existing Build",
-                "States": {
-                    "Check Existing Build": {
-                        "Type": "Task",
-                        "Resource": "arn:aws:states:::aws-sdk:s3:listObjects",
-                        "Parameters": {
-                            "Bucket": "${DataBucketName}",
-                            "Prefix.$": "States.Format('data/{}/csv/', $.input.RELEASES)"
-                        },
-                        "ResultPath": "$.check_existing_build",
-                        "Next": "Files Exist?"
-                    },
-                    "Files Exist?": {
-                        "Type": "Choice",
-                        "Choices": [
-                            {
-                                "Variable": "$.check_existing_build.Contents",
-                                "IsPresent": false,
-                                "Next": "Generate CSV files"
-                            }
-                        ],
-                        "Default": "Use Existing Build?"
-                    },
-                    "Use Existing Build?": {
-                        "Type": "Choice",
-                        "Choices": [
-                            {
-                                "Variable": "$.input.USE_EXISTING_BUILD",
-                                "StringEquals": "False",
-                                "Next": "Generate CSV files"
-                            }
-                        ],
-                        "Default": "Validate Build"
-                    },
-                    "Generate CSV files": {
-                        "Type": "Task",
-                        "Resource": "arn:aws:states:::batch:submitJob.sync",
-                        "ResultPath": null,
-                        "Next": "Validate Build",
-                        "Catch": [
-                            {
-                                "ErrorEquals": [
-                                    "States.ALL"
-                                ],
-                                "Next": "Fail Build"
-                            }
-                        ],
-                        "Parameters": {
-                            "JobDefinition": "${BuildJobDefinition}",
-                            "JobName": "${BuildJobName}",
-                            "JobQueue": "${BuildJobQueue}",
-                            "ContainerOverrides": {
-                                "Environment": [
-                                    {
-                                        "Name": "RELEASES",
-                                        "Value.$": "$.input.RELEASES"
-                                    },
-                                    {
-                                        "Name": "ALIGN",
-                                        "Value.$": "$.input.ALIGN"
-                                    },
-                                    {
-                                        "Name": "KIR",
-                                        "Value.$": "$.input.KIR"
-                                    },
-                                    {
-                                        "Name": "MEM_PROFILE",
-                                        "Value.$": "$.input.MEM_PROFILE"
-                                    },
-                                    {
-                                        "Name": "LIMIT",
-                                        "Value.$": "$.input.LIMIT"
-                                    }
-                                ]
-                            }
-                        }
-                    },
-                    "Validate Build": {
-                        "Type": "Task",
-                        "Resource": "${ValidateBuildOutputFunctionArn}",
-                        "Parameters": {
-                            "execution_id.$": "$$.Execution.Id",
-                            "execution_start_time.$": "$$.Execution.StartTime",
-                            "input.$": "$.input"
-                        },
-                        "Next": "Evaluate Payload"
-                    },
-                    "Evaluate Payload": {
-                        "Type": "Choice",
-                        "Choices": [
-                            {
-                                "Variable": "$.is_valid_build",
-                                "BooleanEquals": true,
-                                "Next": "Pass Build"
-                            }
-                        ],
-                        "Default": "Fail Build"
-                    },
-                    "Fail Build": {
-                        "Type": "Pass",
-                        "ResultPath": null,
-                        "End": true
-                    },
-                    "Pass Build": {
-                        "Type": "Pass",
-                        "ResultPath": null,
-                        "End": true
-                    }
-                }
-            }
-        },
-        "Execution Failed": {
-            "Type": "Fail",
-            "Error": "ExecutionFailed",
-            "Cause": "No valid payload was generated"
-        },
-        "Load Stage": {
-            "Type": "Map",
-            "Next": "Post-Execution Validation Query",
-            "MaxConcurrency": 1,
-            "ItemsPath": "$.validations.build",
-            "ResultPath": null,
-            "Iterator": {
-                "StartAt": "Skip Load?",
-                "States": {
-                    "Skip Load?": {
-                        "Type": "Choice",
-                        "Choices": [
-                            {
-                                "Variable": "$.input.SKIP_LOAD",
-                                "StringEquals": "True",
-                                "Next": "Skipped"
-                            }
-                        ],
-                        "Default": "Load Data"
-                    },
-                    "Skipped": {
-                        "Type": "Pass",
-                        "ResultPath": null,
-                        "End": true
-                    },
-                    "Load Data": {
-                        "Type": "Parallel",
-                        "ResultPath": null,
-                        "End": true,
-                        "Branches": [
-                            {
-                                "StartAt": "Invoke Load Script",
-                                "States": {
-                                    "Invoke Load Script": {
-                                        "Type": "Task",
-                                        "Resource": "${InvokeLoadScriptFunctionArn}",
-                                        "InputPath": "$.input",
-                                        "ResultPath": null,
-                                        "End": true
-                                    }
-                                }
-                            },
-                            {
-                                "StartAt": "Load GFEs",
-                                "States": {
-                                    "Load GFEs": {
-                                        "Type": "Task",
-                                        "Resource": "${LoadNeo4jActivityArn}",
-                                        "HeartbeatSeconds": 60,
-                                        "InputPath": "$.input",
-                                        "ResultPath": null,
-                                        "End": true,
-                                        "Catch": [
-                                            {
-                                                "ErrorEquals": [
-                                                    "States.ALL"
-                                                ],
-                                                "Next": "Fail Load"
-                                            }
-                                        ]
-                                    },
-                                    "Fail Load": {
-                                        "Type": "Pass",
-                                        "ResultPath": null,
-                                        "End": true
-                                    }
-                                }
-                            }
-                        ]
-                    }
-                }
-            }
-        },
-        "Post-Execution Validation Query": {
-            "Type": "Task",
-            "Resource": "${ExecuteValidationQueriesFunctionArn}",
-            "ResultPath": "$.validations.queries.post",
-            "Next": "Post-Execution Backup"
-        },
-        "Post-Execution Backup": {
-            "Type": "Task",
-            "Resource": "${InvokeBackupScriptFunctionArn}",
-            "ResultPath": "$.backups.post",
-            "End": true
-        }
-    }
-}
\ No newline at end of file

From 33938dec80cb85ffda553156f231ec8378905212 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 7 Sep 2023 16:43:16 -0700
Subject: [PATCH 187/367] merge state machine from incremental_load

---
 gfe-db/pipeline/Makefile                      |   4 +-
 .../statemachines/update-pipeline.asl.json    | 413 +++++++++---------
 gfe-db/pipeline/template.yaml                 |   2 +-
 3 files changed, 219 insertions(+), 200 deletions(-)

diff --git a/gfe-db/pipeline/Makefile b/gfe-db/pipeline/Makefile
index c62476a2..0e799917 100644
--- a/gfe-db/pipeline/Makefile
+++ b/gfe-db/pipeline/Makefile
@@ -7,11 +7,11 @@ target:
 # TODO: Don't deploy jobs if pipeline stack fails to create (exit Make)
 service.deploy:
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deploying ${SERVICE} service" 2>&1 | tee -a $$CFN_LOG_PATH
-	$(MAKE) service.deploy
+	$(MAKE) service.functions.deploy
 	$(MAKE) service.jobs.deploy
 	$(MAKE) service.config.deploy
 
-service.deploy:
+service.functions.deploy:
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deploying ${SERVICE} - functions" 2>&1 | tee -a $$CFN_LOG_PATH
 	@sam build \
 		--region "$${AWS_REGION}" \
diff --git a/gfe-db/pipeline/statemachines/update-pipeline.asl.json b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
index a98b7d50..eb7d9125 100644
--- a/gfe-db/pipeline/statemachines/update-pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
@@ -1,52 +1,27 @@
 {
-    "StartAt": "Run Pre-Execution Validation Query",
+    "StartAt": "Pre-Execution Validation Query",
     "States": {
-        "Run Pre-Execution Validation Query": {
+        "Pre-Execution Validation Query": {
             "Type": "Task",
             "Resource": "${ExecuteValidationQueriesFunctionArn}",
             "ResultPath": "$.validations.queries.pre",
-            "Next": "Run Pre-Execution Backup",
-            "Catch": [
-                {
-                    "ErrorEquals": [
-                        "States.ALL"
-                    ],
-                    "Next": "Report Failure"
-                }
-            ]
+            "Next": "Pre-Execution Backup"
         },
-        "Run Pre-Execution Backup": {
+        "Pre-Execution Backup": {
             "Type": "Task",
             "Resource": "${InvokeBackupScriptFunctionArn}",
             "ResultPath": "$.backups.pre",
-            "Next": "Get Execution State",
-            "Catch": [
-                {
-                    "ErrorEquals": [
-                        "States.ALL"
-                    ],
-                    "Next": "Report Failure"
-                }
-            ]
-        },
-        "Get Execution State": {
-            "Type": "Task",
-            "Resource": "${GetExecutionStateFunctionArn}",
-            "ResultPath": "$.state",
-            "Next": "Build Stage",
-            "Catch": [
-                {
-                    "ErrorEquals": [
-                        "States.ALL"
-                    ],
-                    "Next": "Report Failure"
-                }
-            ]
+            "Next": "Build Stage"
         },
         "Build Stage": {
-            "Type": "Parallel",
-            "ResultPath": null,
+            "Type": "Map",
             "Next": "Load Stage",
+            "MaxConcurrency": 0,
+            "ItemsPath": "$.input",
+            "ItemSelector": {
+                "input.$": "$$.Map.Item.Value"
+            },
+            "ResultPath": "$.validations.build",
             "Catch": [
                 {
                     "ErrorEquals": [
@@ -55,108 +30,142 @@
                     "Next": "Report Failure"
                 }
             ],
-            "Branches": [
-                {
-                    "StartAt": "Update Execution State - IN_PROGRESS",
-                    "States": {
-                        "Update Execution State - IN_PROGRESS": {
-                            "Type": "Task",
-                            "Resource": "arn:aws:states:::dynamodb:updateItem",
-                            "ResultPath": null,
-                            "End": true,
-                            "Parameters": {
-                                "TableName": "${GfeDbExecutionStateTable}",
-                                "Key": {
-                                    "commit__sha": {
-                                        "S.$": "$.input.commit_sha"
-                                    },
-                                    "execution__version": {
-                                        "N.$": "States.Format('{}', $.input.version)"
-                                    }
+            "ItemProcessor": {
+                "StartAt": "Update Execution State - IN_PROGRESS",
+                "States": {
+                    "Update Execution State - IN_PROGRESS": {
+                        "Type": "Task",
+                        "Resource": "arn:aws:states:::dynamodb:updateItem",
+                        "ResultPath": "$.state",
+                        "Next": "Check Existing Build",
+                        "Parameters": {
+                            "TableName": "${GfeDbExecutionStateTable}",
+                            "Key": {
+                                "commit__sha": {
+                                    "S.$": "$.input.commit_sha"
                                 },
-                                "UpdateExpression": "SET execution__date_utc = :execution_date_utc, execution__status = :status, execution__input_parameters__align = :align, execution__input_parameters__kir = :kir, execution__input_parameters__mem_profile = :mem_profile, execution__input_parameters__limit = :limit, updated_utc = :updated_utc",
-                                "ExpressionAttributeValues": {
-                                    ":execution_date_utc": {
-                                        "S.$": "$$.Execution.StartTime"
-                                    },
-                                    ":status": {
-                                        "S": "IN_PROGRESS"
-                                    },
-                                    ":align": {
-                                        "BOOL.$": "$.input.input_parameters.align"
-                                    },
-                                    ":kir": {
-                                        "BOOL.$": "$.input.input_parameters.kir"
-                                    },
-                                    ":mem_profile": {
-                                        "BOOL.$": "$.input.input_parameters.mem_profile"
-                                    },
-                                    ":limit": {
-                                        "N.$": "States.Format('{}', $.input.input_parameters.limit)"
-                                    },
-                                    ":updated_utc": {
-                                        "S.$": "$$.State.EnteredTime"
-                                    }
-                                }
-                            }
-                        }
-                    }
-                },
-                {
-                    "StartAt": "Build IMGT Release",
-                    "States": {
-                        "Build IMGT Release": {
-                            "Type": "Task",
-                            "Resource": "arn:aws:states:::batch:submitJob.sync",
-                            "ResultPath": null,
-                            "Next": "Validate Build",
-                            "Parameters": {
-                                "JobDefinition": "${BuildJobDefinition}",
-                                "JobName": "${BuildJobName}",
-                                "JobQueue": "${BuildJobQueue}",
-                                "ContainerOverrides": {
-                                    "Environment": [
-                                        {
-                                            "Name": "EVENT",
-                                            "Value.$": "States.JsonToString($)"
-                                        }
-                                    ]
+                                "execution__version": {
+                                    "N.$": "States.Format('{}', $.input.version)"
                                 }
-                            }
-                        },
-                        "Validate Build": {
-                            "Type": "Task",
-                            "Resource": "${ValidateBuildOutputFunctionArn}",
-                            "Parameters": {
-                                "execution_context.$": "$$"
                             },
-                            "ResultPath": "$.validations.build",
-                            "Next": "Is Build Valid?"
-                        },
-                        "Is Build Valid?": {
-                            "Type": "Choice",
-                            "Choices": [
-                                {
-                                    "Variable": "$.validations.build.has_valid_payload",
-                                    "BooleanEquals": true,
-                                    "Next": "Build Succeeded"
+                            "UpdateExpression": "SET execution__date_utc = :execution_date_utc, execution__status = :status, execution__input_parameters__align = :align, execution__input_parameters__kir = :kir, execution__input_parameters__mem_profile = :mem_profile, execution__input_parameters__limit = :limit, updated_utc = :updated_utc",
+                            "ExpressionAttributeValues": {
+                                ":execution_date_utc": {
+                                    "S.$": "$$.Execution.StartTime"
+                                },
+                                ":status": {
+                                    "S": "IN_PROGRESS"
+                                },
+                                ":align": {
+                                    "BOOL.$": "$.input.input_parameters.align"
+                                },
+                                ":kir": {
+                                    "BOOL.$": "$.input.input_parameters.kir"
+                                },
+                                ":mem_profile": {
+                                    "BOOL.$": "$.input.input_parameters.mem_profile"
+                                },
+                                ":limit": {
+                                    "N.$": "States.Format('{}', $.input.input_parameters.limit)"
+                                },
+                                ":updated_utc": {
+                                    "S.$": "$$.State.EnteredTime"
                                 }
-                            ],
-                            "Default": "Build Failed"
-                        },
-                        "Build Succeeded": {
-                            "Type": "Pass",
-                            "ResultPath": null,
-                            "End": true
+                            }
+                        }
+                    },
+                    "Check Existing Build": {
+                        "Type": "Task",
+                        "Resource": "arn:aws:states:::aws-sdk:s3:listObjects",
+                        "Parameters": {
+                            "Bucket": "${DataBucketName}",
+                            "Prefix.$": "States.Format('data/{}/csv/', $.input.RELEASES)"
                         },
-                        "Build Failed": {
-                            "Type": "Fail",
-                            "Error": "BuildFailed",
-                            "Cause": "No valid build was generated"
+                        "ResultPath": "$.check_existing_build",
+                        "Next": "Files Exist?"
+                    },
+                    "Files Exist?": {
+                        "Type": "Choice",
+                        "Choices": [
+                            {
+                                "Variable": "$.check_existing_build.Contents",
+                                "IsPresent": false,
+                                "Next": "Generate CSV files"
+                            }
+                        ],
+                        "Default": "Use Existing Build?"
+                    },
+                    "Use Existing Build?": {
+                        "Type": "Choice",
+                        "Choices": [
+                            {
+                                "Variable": "$.input.USE_EXISTING_BUILD",
+                                "StringEquals": "False",
+                                "Next": "Generate CSV files"
+                            }
+                        ],
+                        "Default": "Validate Build"
+                    },
+                    "Generate CSV files": {
+                        "Type": "Task",
+                        "Resource": "arn:aws:states:::batch:submitJob.sync",
+                        "ResultPath": null,
+                        "Next": "Validate Build",
+                        "Catch": [
+                            {
+                                "ErrorEquals": [
+                                    "States.ALL"
+                                ],
+                                "Next": "Build Failed"
+                            }
+                        ],
+                        "Parameters": {
+                            "JobDefinition": "${BuildJobDefinition}",
+                            "JobName": "${BuildJobName}",
+                            "JobQueue": "${BuildJobQueue}",
+                            "ContainerOverrides": {
+                                "Environment": [
+                                    {
+                                        "Name": "EVENT",
+                                        "Value.$": "States.JsonToString($)"
+                                    }
+                                ]
+                            }
                         }
+                    },
+                    "Validate Build": {
+                        "Type": "Task",
+                        "Resource": "${ValidateBuildOutputFunctionArn}",
+                        "Parameters": {
+                            "execution_id.$": "$$.Execution.Id",
+                            "execution_start_time.$": "$$.Execution.StartTime",
+                            "input.$": "$.input"
+                        },
+                        "Next": "Is Build Valid?"
+                    },
+                    "Is Build Valid?": {
+                        "Type": "Choice",
+                        "Choices": [
+                            {
+                                "Variable": "$.is_valid_build",
+                                "BooleanEquals": true,
+                                "Next": "Build Succeeded"
+                            }
+                        ],
+                        "Default": "Build Failed"
+                    },
+                    "Build Failed": {
+                        "Type": "Fail",
+                        "Error": "BuildFailed",
+                        "Cause": "No valid build was generated"
+                    },
+                    "Build Succeeded": {
+                        "Type": "Pass",
+                        "ResultPath": null,
+                        "End": true
                     }
                 }
-            ]
+            }
         },
         "Report Failure": {
             "Type": "Parallel",
@@ -218,9 +227,8 @@
             "Error": "ExecutionFailed"
         },
         "Load Stage": {
-            "Type": "Parallel",
-            "OutputPath": "$.[1]",
-            "Next": "Run Post-Execution Backup",
+            "Type": "Map",
+            "Next": "Post-Execution Validation Query",
             "Catch": [
                 {
                     "ErrorEquals": [
@@ -229,76 +237,87 @@
                     "Next": "Report Failure"
                 }
             ],
-            "Branches": [
-                {
-                    "StartAt": "Run Load Script",
-                    "States": {
-                        "Run Load Script": {
-                            "Type": "Task",
-                            "Resource": "${InvokeLoadScriptFunctionArn}",
-                            "End": true
-                        }
-                    }
-                },
-                {
-                    "StartAt": "Load Release Activity",
-                    "States": {
-                        "Load Release Activity": {
-                            "Type": "Task",
-                            "Resource": "${LoadReleaseActivityArn}",
-                            "HeartbeatSeconds": 60,
-                            "ResultPath": null,
-                            "Next": "Run Post-Execution Validation Query"
-                        },
-                        "Run Post-Execution Validation Query": {
-                            "Type": "Task",
-                            "Resource": "${ExecuteValidationQueriesFunctionArn}",
-                            "ResultPath": "$.validations.queries.post",
-                            "Next": "Validate Results (placeholder)"
-                        },
-                        "Validate Results (placeholder)": {
-                            "Type": "Pass",
-                            "ResultPath": null,
-                            "Next": "Is Load Successful? (placeholder)"
-                        },
-                        "Is Load Successful? (placeholder)": {
-                            "Type": "Choice",
-                            "Choices": [
-                                {
-                                    "Variable": "$.validations.queries.post",
-                                    "IsPresent": true,
-                                    "Next": "Load Succeeded"
+            "MaxConcurrency": 1,
+            "ItemsPath": "$.validations.build",
+            "ResultPath": null,
+            "Iterator": {
+                "StartAt": "Skip Load?",
+                "States": {
+                    "Skip Load?": {
+                        "Type": "Choice",
+                        "Choices": [
+                            {
+                                "Variable": "$.input.SKIP_LOAD",
+                                "StringEquals": "True",
+                                "Next": "Skipped"
+                            }
+                        ],
+                        "Default": "Load Data"
+                    },
+                    "Skipped": {
+                        "Type": "Pass",
+                        "ResultPath": null,
+                        "End": true
+                    },
+                    "Load Data": {
+                        "Type": "Parallel",
+                        "ResultPath": null,
+                        "End": true,
+                        "Branches": [
+                            {
+                                "StartAt": "Invoke Load Script",
+                                "States": {
+                                    "Invoke Load Script": {
+                                        "Type": "Task",
+                                        "Resource": "${InvokeLoadScriptFunctionArn}",
+                                        "InputPath": "$.input",
+                                        "ResultPath": null,
+                                        "End": true
+                                    }
                                 }
-                            ],
-                            "Default": "Load Failed"
-                        },
-                        "Load Succeeded": {
-                            "Type": "Pass",
-                            "ResultPath": null,
-                            "End": true
-                        },
-                        "Load Failed": {
-                            "Type": "Fail",
-                            "Error": "LoadFailed",
-                            "Cause": "Post-execution validation queries do not match expected values"
-                        }
+                            },
+                            {
+                                "StartAt": "Load GFEs",
+                                "States": {
+                                    "Load GFEs": {
+                                        "Type": "Task",
+                                        "Resource": "${LoadReleaseActivityArn}",
+                                        "HeartbeatSeconds": 60,
+                                        "InputPath": "$.input",
+                                        "ResultPath": null,
+                                        "End": true,
+                                        "Catch": [
+                                            {
+                                                "ErrorEquals": [
+                                                    "States.ALL"
+                                                ],
+                                                "Next": "Fail Load"
+                                            }
+                                        ]
+                                    },
+                                    "Fail Load": {
+                                        "Type": "Pass",
+                                        "ResultPath": null,
+                                        "End": true
+                                    }
+                                }
+                            }
+                        ]
                     }
                 }
-            ]
+            }
+        },
+        "Post-Execution Validation Query": {
+            "Type": "Task",
+            "Resource": "${ExecuteValidationQueriesFunctionArn}",
+            "ResultPath": "$.validations.queries.post",
+            "Next": "Post-Execution Backup"
         },
-        "Run Post-Execution Backup": {
+        "Post-Execution Backup": {
             "Type": "Task",
             "Resource": "${InvokeBackupScriptFunctionArn}",
             "ResultPath": "$.backups.post",
-            "Next": "Report Success",
-            "Catch": [
-                {
-                    "ErrorEquals": [
-                        "States.ALL"
-                    ],
-                    "Next": "Report Failure"
-                }
-            ]
+            "Next": "Report Success"
         },
         "Report Success": {
             "Type": "Parallel",
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 6c9ed7a8..a7259339 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -771,7 +771,7 @@ Resources:
         LoadReleaseActivityArn: !Ref LoadReleaseActivity
         ValidateBuildOutputFunctionArn: !GetAtt ValidateBuildOutputFunction.Arn
         InvokeLoadScriptFunctionArn: !GetAtt InvokeLoadScriptFunction.Arn
-        LoadNeo4jActivityArn: !Ref LoadNeo4jActivity
+        # LoadNeo4jActivityArn: !Ref LoadNeo4jActivity
       Policies:
         - LambdaInvokePolicy:
             FunctionName: !Ref GetExecutionStateFunction

From 991f49d2f38e84544b08dc6ee435e74b9ce6ee59 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 8 Sep 2023 13:30:46 -0700
Subject: [PATCH 188/367] refactor state scripts

---
 Makefile                                                  | 8 ++++----
 gfe-db/pipeline/Makefile                                  | 8 ++++----
 .../pipeline/scripts/{source_config => state}/__init__.py | 0
 gfe-db/pipeline/scripts/{source_config => state}/build.py | 0
 gfe-db/pipeline/scripts/{source_config => state}/load.py  | 0
 gfe-db/pipeline/template.yaml                             | 2 --
 6 files changed, 8 insertions(+), 10 deletions(-)
 rename gfe-db/pipeline/scripts/{source_config => state}/__init__.py (100%)
 rename gfe-db/pipeline/scripts/{source_config => state}/build.py (100%)
 rename gfe-db/pipeline/scripts/{source_config => state}/load.py (100%)

diff --git a/Makefile b/Makefile
index a0f1ca1f..69d6f1af 100644
--- a/Makefile
+++ b/Makefile
@@ -209,11 +209,11 @@ pipeline.service.deploy:
 pipeline.jobs.deploy:
 	$(MAKE) -C ${APP_NAME}/pipeline/ service.jobs.deploy
 
-pipeline.config.build-source-config: 
-	$(MAKE) -C ${APP_NAME}/pipeline/ service.config.build-source-config
+pipeline.state.build: 
+	$(MAKE) -C ${APP_NAME}/pipeline/ service.state.build
 
-pipeline.config.load-source-config: 
-	$(MAKE) -C ${APP_NAME}/pipeline/ service.config.load-source-config
+pipeline.state.load: 
+	$(MAKE) -C ${APP_NAME}/pipeline/ service.state.load
 
 config.deploy:
 	$(MAKE) -C ${APP_NAME}/pipeline/ service.config.deploy
diff --git a/gfe-db/pipeline/Makefile b/gfe-db/pipeline/Makefile
index 0e799917..94f1c198 100644
--- a/gfe-db/pipeline/Makefile
+++ b/gfe-db/pipeline/Makefile
@@ -55,11 +55,11 @@ service.jobs.deploy:
 	$(MAKE) -C jobs/ deploy
 
 # TODO handle virtual environment creation and activation
-service.config.build-source-config:
-	@python3 scripts/source_config/build.py ${ROOT_DIR}/${APP_NAME}/${SERVICE}/config/
+service.state.build:
+	@python3 scripts/state/build.py ${ROOT_DIR}/${APP_NAME}/${SERVICE}/config/
 
-service.config.load-source-config:
-	@python3 scripts/source_config/load.py ${ROOT_DIR}/${APP_NAME}/${SERVICE}/config/
+service.state.load:
+	@python3 scripts/state/load.py ${ROOT_DIR}/${APP_NAME}/${SERVICE}/config/
 
 # TODO parameterize S3 config path and export as environment variable to recall in database shell scripts
 # TODO integrate and automate the build/load process for source config and execution state
diff --git a/gfe-db/pipeline/scripts/source_config/__init__.py b/gfe-db/pipeline/scripts/state/__init__.py
similarity index 100%
rename from gfe-db/pipeline/scripts/source_config/__init__.py
rename to gfe-db/pipeline/scripts/state/__init__.py
diff --git a/gfe-db/pipeline/scripts/source_config/build.py b/gfe-db/pipeline/scripts/state/build.py
similarity index 100%
rename from gfe-db/pipeline/scripts/source_config/build.py
rename to gfe-db/pipeline/scripts/state/build.py
diff --git a/gfe-db/pipeline/scripts/source_config/load.py b/gfe-db/pipeline/scripts/state/load.py
similarity index 100%
rename from gfe-db/pipeline/scripts/source_config/load.py
rename to gfe-db/pipeline/scripts/state/load.py
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index a7259339..87ad15d7 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -42,8 +42,6 @@ Parameters:
   #   Type: Number
   # ValidateBuildOutputFunctionTimeout:
   #   Type: Number
-  DisableBackupFunctionName:
-    Type: String
   DisableBackupFunctionName:
     Type: String
   InvokeLoadScriptFunctionName:

From 83b039300f11bd2085c959351c2c184ac85ac026 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 9 Sep 2023 12:31:59 -0700
Subject: [PATCH 189/367] refactor scripts directory

---
 gfe-db/pipeline/Makefile                               | 4 ++--
 {gfe-db/pipeline/scripts => scripts}/state/__init__.py | 0
 {gfe-db/pipeline/scripts => scripts}/state/build.py    | 2 +-
 {gfe-db/pipeline/scripts => scripts}/state/load.py     | 0
 4 files changed, 3 insertions(+), 3 deletions(-)
 rename {gfe-db/pipeline/scripts => scripts}/state/__init__.py (100%)
 rename {gfe-db/pipeline/scripts => scripts}/state/build.py (98%)
 rename {gfe-db/pipeline/scripts => scripts}/state/load.py (100%)

diff --git a/gfe-db/pipeline/Makefile b/gfe-db/pipeline/Makefile
index 94f1c198..859ec5ea 100644
--- a/gfe-db/pipeline/Makefile
+++ b/gfe-db/pipeline/Makefile
@@ -56,10 +56,10 @@ service.jobs.deploy:
 
 # TODO handle virtual environment creation and activation
 service.state.build:
-	@python3 scripts/state/build.py ${ROOT_DIR}/${APP_NAME}/${SERVICE}/config/
+	@python3 ${SCRIPTS_DIR}/state/build.py ${ROOT_DIR}/${APP_NAME}/${SERVICE}/config/
 
 service.state.load:
-	@python3 scripts/state/load.py ${ROOT_DIR}/${APP_NAME}/${SERVICE}/config/
+	@python3 ${SCRIPTS_DIR}/state/load.py ${ROOT_DIR}/${APP_NAME}/${SERVICE}/config/
 
 # TODO parameterize S3 config path and export as environment variable to recall in database shell scripts
 # TODO integrate and automate the build/load process for source config and execution state
diff --git a/gfe-db/pipeline/scripts/state/__init__.py b/scripts/state/__init__.py
similarity index 100%
rename from gfe-db/pipeline/scripts/state/__init__.py
rename to scripts/state/__init__.py
diff --git a/gfe-db/pipeline/scripts/state/build.py b/scripts/state/build.py
similarity index 98%
rename from gfe-db/pipeline/scripts/state/build.py
rename to scripts/state/build.py
index eb922ac4..80643bd6 100644
--- a/gfe-db/pipeline/scripts/state/build.py
+++ b/scripts/state/build.py
@@ -40,7 +40,7 @@
 # Environment variables
 GITHUB_REPOSITORY_OWNER = pipeline.params.GitHubSourceRepository["owner"]
 GITHUB_REPOSITORY_NAME = pipeline.params.GitHubSourceRepository["name"]
-DATA_BUCKET_NAME = infra.params.DataBucketName
+# DATA_BUCKET_NAME = infra.params.DataBucketName
 
 
 if __name__ == "__main__":
diff --git a/gfe-db/pipeline/scripts/state/load.py b/scripts/state/load.py
similarity index 100%
rename from gfe-db/pipeline/scripts/state/load.py
rename to scripts/state/load.py

From 5629f52a9a80419a90afcab6800dacb3d49f5139 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 9 Sep 2023 14:28:42 -0700
Subject: [PATCH 190/367] targets to create and use python env

---
 Makefile                                      |   15 +-
 gfe-db/pipeline/Makefile                      |    4 +-
 gfe-db/pipeline/config/execution-state.json   | 1100 ++++++++---------
 gfe-db/pipeline/config/source-config.json     |    4 +-
 .../gfe_db_models/gfedbmodels/ingest.py       |   10 +-
 .../gfe_db_models/gfedbmodels/types.py        |    2 +-
 .../gfe_db_models/gfedbmodels/utils.py        |    2 +-
 .../gfe_db_models/requirements.txt            |    1 -
 scripts/state/build.py                        |   28 +-
 scripts/state/load.py                         |    2 +-
 scripts/state/requirements.txt                |    4 +
 11 files changed, 596 insertions(+), 576 deletions(-)
 create mode 100644 scripts/state/requirements.txt

diff --git a/Makefile b/Makefile
index 69d6f1af..33b15702 100644
--- a/Makefile
+++ b/Makefile
@@ -10,11 +10,14 @@ export AWS_ACCOUNT ?= $(shell aws sts get-caller-identity \
 	--output text)
 
 export ROOT_DIR := $(shell pwd)
+export SCRIPTS_DIR := ${ROOT_DIR}/scripts
 export DATABASE_DIR := ${ROOT_DIR}/${APP_NAME}/database
 export INFRA_DIR := ${ROOT_DIR}/${APP_NAME}/infrastructure
 export LOGS_DIR := $(shell echo "${ROOT_DIR}/logs")
 export CFN_LOG_PATH := $(shell echo "${LOGS_DIR}/cfn/logs.txt")
 export PURGE_LOGS := false
+export PYTHON_ENV := ${ROOT_DIR}/.venv-tmp
+export PYTHON := ${PYTHON_ENV}/bin/python3
 
 # TODO move these to a database environment config file
 export NEO4J_AMI_ID ?= ami-04aa5da301f99bf58 # Bitnami Neo4j, requires subscription through AWS Marketplace
@@ -71,6 +74,16 @@ target:
 	$(info ${HELP_MESSAGE})
 	@exit 0
 
+python.env.create:
+	@echo "Creating Python environment..."
+	@python3 -m venv ${PYTHON_ENV} && \
+	source ${PYTHON_ENV}/bin/activate && \
+	pip install --upgrade pip && \
+	pip install -r ${SCRIPTS_DIR}/state/requirements.txt
+
+python.env.clean:
+	rm -rf ${PYTHON_ENV}
+
 splash-screen:
 	@echo "\033[0;34m                                            "
 	@echo "\033[0;34m           ____                      __ __  "
@@ -209,7 +222,7 @@ pipeline.service.deploy:
 pipeline.jobs.deploy:
 	$(MAKE) -C ${APP_NAME}/pipeline/ service.jobs.deploy
 
-pipeline.state.build: 
+pipeline.state.build:
 	$(MAKE) -C ${APP_NAME}/pipeline/ service.state.build
 
 pipeline.state.load: 
diff --git a/gfe-db/pipeline/Makefile b/gfe-db/pipeline/Makefile
index 859ec5ea..3b44afdc 100644
--- a/gfe-db/pipeline/Makefile
+++ b/gfe-db/pipeline/Makefile
@@ -56,10 +56,10 @@ service.jobs.deploy:
 
 # TODO handle virtual environment creation and activation
 service.state.build:
-	@python3 ${SCRIPTS_DIR}/state/build.py ${ROOT_DIR}/${APP_NAME}/${SERVICE}/config/
+	@${PYTHON} ${SCRIPTS_DIR}/state/build.py ${ROOT_DIR}/${APP_NAME}/${SERVICE}/config/
 
 service.state.load:
-	@python3 ${SCRIPTS_DIR}/state/load.py ${ROOT_DIR}/${APP_NAME}/${SERVICE}/config/
+	@${PYTHON} ${SCRIPTS_DIR}/state/load.py ${ROOT_DIR}/${APP_NAME}/${SERVICE}/config/
 
 # TODO parameterize S3 config path and export as environment variable to recall in database shell scripts
 # TODO integrate and automate the build/load process for source config and execution state
diff --git a/gfe-db/pipeline/config/execution-state.json b/gfe-db/pipeline/config/execution-state.json
index 1b5dc390..bc0a4ad0 100644
--- a/gfe-db/pipeline/config/execution-state.json
+++ b/gfe-db/pipeline/config/execution-state.json
@@ -1,8 +1,8 @@
 {
-    "created_utc": "2023-07-09T22:55:58Z",
+    "created_utc": "2023-09-09T21:15:08.548Z",
     "items": [
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -20,7 +20,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -38,7 +38,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -56,7 +56,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -74,7 +74,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -92,7 +92,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -110,7 +110,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -128,7 +128,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -146,7 +146,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -164,7 +164,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -182,7 +182,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -200,7 +200,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -218,7 +218,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -236,7 +236,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -254,7 +254,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -272,7 +272,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -290,7 +290,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -308,7 +308,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -326,7 +326,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -344,7 +344,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -362,7 +362,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -380,7 +380,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -398,7 +398,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -416,7 +416,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -434,7 +434,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -452,7 +452,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -470,7 +470,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -488,7 +488,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -506,7 +506,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -524,7 +524,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -542,7 +542,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -560,7 +560,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -578,7 +578,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -596,7 +596,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -614,7 +614,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -632,7 +632,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -650,7 +650,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -668,7 +668,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -686,7 +686,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -704,7 +704,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -722,7 +722,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -740,7 +740,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -758,7 +758,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -776,7 +776,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -794,7 +794,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -812,7 +812,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -830,7 +830,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -848,7 +848,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
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@@ -1946,7 +1946,7 @@
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@@ -1964,7 +1964,7 @@
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@@ -4610,7 +4610,7 @@
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@@ -4628,7 +4628,7 @@
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@@ -4664,7 +4664,7 @@
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@@ -4700,7 +4700,7 @@
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@@ -4718,7 +4718,7 @@
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@@ -4862,7 +4862,7 @@
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@@ -4898,7 +4898,7 @@
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-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9092,7 +9092,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9110,7 +9110,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9128,7 +9128,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9146,7 +9146,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9164,7 +9164,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9182,7 +9182,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9200,7 +9200,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9218,7 +9218,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9236,7 +9236,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9254,7 +9254,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9272,7 +9272,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9290,7 +9290,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9308,7 +9308,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9326,7 +9326,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9344,7 +9344,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9362,7 +9362,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9380,7 +9380,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9398,7 +9398,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9416,7 +9416,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9434,7 +9434,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9452,7 +9452,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9470,7 +9470,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9488,7 +9488,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9506,7 +9506,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9524,7 +9524,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9542,7 +9542,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9560,7 +9560,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9578,7 +9578,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9596,7 +9596,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9614,7 +9614,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9632,7 +9632,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9650,7 +9650,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9668,7 +9668,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9686,7 +9686,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9704,7 +9704,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9722,7 +9722,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9740,7 +9740,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9758,7 +9758,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9776,7 +9776,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9794,7 +9794,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9812,7 +9812,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9830,7 +9830,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9848,7 +9848,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9866,7 +9866,7 @@
             }
         },
         {
-            "created_utc": "2023-07-09T22:55:58Z",
+            "created_utc": "2023-09-09T21:15:08.548Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
diff --git a/gfe-db/pipeline/config/source-config.json b/gfe-db/pipeline/config/source-config.json
index 5e730197..6e0599dd 100644
--- a/gfe-db/pipeline/config/source-config.json
+++ b/gfe-db/pipeline/config/source-config.json
@@ -1,6 +1,6 @@
 {
-    "created_utc": "2023-07-09T22:55:58Z",
-    "updated_utc": "2023-07-09T22:55:58Z",
+    "created_utc": "2023-09-09T21:15:08.548Z",
+    "updated_utc": "2023-09-09T21:15:08.548Z",
     "repositories": {
         "ANHIG/IMGTHLA": {
             "owner": "ANHIG",
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/ingest.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/ingest.py
index ee2ba2a3..3913b028 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/ingest.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/ingest.py
@@ -2,9 +2,9 @@
 from typing import List, Dict, Union
 import multiprocessing
 from concurrent.futures import ThreadPoolExecutor, as_completed
-from .constants import (
-    pipeline
-)
+# from .constants import (
+#     pipeline
+# )
 from .types import (
     SourceConfig,
     RepositoryConfig,
@@ -31,7 +31,7 @@ def read_source_config(s3_client, bucket, key):
     return SourceConfig(**data)
 
 # def write_source_config(bucket, key, source_config: SourceConfig):
-#     write_s3_json(bucket, key, source_config.dict())
+#     write_s3_json(bucket, key, source_config.model_dump())
 
 def process_execution_state_item(
     timestamp: str,
@@ -48,7 +48,7 @@ def process_execution_state_item(
             logger.info(
                 f"Getting release version for sha {sha} from {config.asset_path}"
             )
-            release_version = get_release_version_for_commit(commit, **config.dict())
+            release_version = get_release_version_for_commit(commit, **config.model_dump())
             logger.info(f"Found release version {release_version} ({sha})")
 
             result = {
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
index fa44bc89..4d00b8fb 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
@@ -34,7 +34,7 @@ def str_from_datetime(v, fmt="%Y-%m-%dT%H:%M:%SZ"):
 
 # validate that date field is ISO 8601 format with timezone
 def date_is_iso_8601_with_timezone(v):
-    if not re.match(r"^\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2}Z$", v):
+    if not re.match(r"^\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2}\.\d{3}Z$", v):
         raise ValueError("Date must be in ISO 8601 format with timezone")
     return v
 
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py
index 7763f0b0..18d9abc5 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py
@@ -39,7 +39,7 @@ def save_json_to_cache(data, var_name):
             except:
                 # assume it's a list of pydantic models
                 with open(cache_dir / var_name, "w") as f:
-                    json.dump([item.dict() for item in data], f, indent=4)
+                    json.dump([item.model_dump() for item in data], f, indent=4)
     except Exception as e:
         logger.error(f"Failed to serialize {var_name} to JSON: {e}")
         # remove the file if it exists
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/requirements.txt b/gfe-db/pipeline/lambda_layers/gfe_db_models/requirements.txt
index dc95aa3a..f6dab32f 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/requirements.txt
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/requirements.txt
@@ -1,5 +1,4 @@
 # --extra-index-url https://test.pypi.org/simple/
-python-dotenv
 pydantic>=2.0.0
 requests
 urllib3<2
diff --git a/scripts/state/build.py b/scripts/state/build.py
index 80643bd6..f8f8ec69 100644
--- a/scripts/state/build.py
+++ b/scripts/state/build.py
@@ -12,13 +12,13 @@
 import logging
 logging.basicConfig(level=logging.INFO)
 logger = logging.getLogger(__name__)
-from datetime import datetime
+# from datetime import datetime
 import json
 print(json.dumps(sys.path, indent=4))
-from gfedbmodels.constants import (
-    infra,
-    pipeline
-)
+# from gfedbmodels.constants import (
+#     infra,
+#     pipeline
+# )
 from gfedbmodels.utils import (
     get_utc_now,
     paginate_commits,
@@ -38,8 +38,9 @@
 )
 
 # Environment variables
-GITHUB_REPOSITORY_OWNER = pipeline.params.GitHubSourceRepository["owner"]
-GITHUB_REPOSITORY_NAME = pipeline.params.GitHubSourceRepository["name"]
+GITHUB_REPOSITORY_OWNER = os.environ["GITHUB_REPOSITORY_OWNER"]
+GITHUB_REPOSITORY_NAME = os.environ["GITHUB_REPOSITORY_NAME"]
+GITHUB_PERSONAL_ACCESS_TOKEN = os.environ["GITHUB_PERSONAL_ACCESS_TOKEN"]
 # DATA_BUCKET_NAME = infra.params.DataBucketName
 
 
@@ -48,14 +49,17 @@
     utc_now = get_utc_now()
     
     # Paths
-    output_dir = Path(sys.argv[1])
+    try:
+        output_dir = Path(sys.argv[1])
+    except IndexError:
+        raise ValueError("Output directory must be specified as first argument")
 
     with open(output_dir / "source-config.json", "r") as f:
         source_config = SourceConfig(**json.load(f))
 
     # Fetch all commits from repo using GitHub API, will be cached
     logger.info("Fetching all commits from repo using GitHub API")
-    all_commits = paginate_commits(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME)
+    all_commits = paginate_commits(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME, token=GITHUB_PERSONAL_ACCESS_TOKEN)
 
     # filter by chosen commit keys
     commit_keys = ["sha", "commit", "html_url"]
@@ -97,7 +101,7 @@
             **select_keys(
                 source_config.repositories[
                     GITHUB_REPOSITORY_OWNER + "/" + GITHUB_REPOSITORY_NAME
-                ].dict(),
+                ].model_dump(),
                 ["owner", "name", "url"],
             )
         ),
@@ -122,10 +126,10 @@
 
     # write ExecutionState locally
     with open(output_dir / "execution-state.json", "w") as f:
-        json.dump(filter_nested_nulls(execution_state.dict()), f, indent=4)
+        json.dump(filter_nested_nulls(execution_state.model_dump()), f, indent=4)
 
     logger.info(f"Updating source config in {str(output_dir / 'source-config.json')}")
 
     # write SourceConfig locally
     with open(output_dir / f"source-config.json", "w") as f:
-        json.dump(source_config.dict(), f, indent=4)
+        json.dump(source_config.model_dump(), f, indent=4)
diff --git a/scripts/state/load.py b/scripts/state/load.py
index a4d14709..6d8fd2a4 100644
--- a/scripts/state/load.py
+++ b/scripts/state/load.py
@@ -52,7 +52,7 @@
     # flatten JSON records for execution state table model
     # Uses double-underscore as separator because DynamoDB does not allow dots in attribute names
     execution_state_flat = flatten_json_records(
-        execution_state.dict()["items"],
+        execution_state.model_dump()["items"],
         sep="__",
         select_fields=[
             item.replace(".", "__") for item in execution_state_table_fields
diff --git a/scripts/state/requirements.txt b/scripts/state/requirements.txt
new file mode 100644
index 00000000..d18493f5
--- /dev/null
+++ b/scripts/state/requirements.txt
@@ -0,0 +1,4 @@
+pydantic>=2.0.0
+requests
+boto3==1.15.3
+aws-parameters>=0.1.8
\ No newline at end of file

From 872ae748a29b1944314352132c55ee5d6a1b72fe Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 10 Sep 2023 10:36:47 -0700
Subject: [PATCH 191/367] update datetime validation

---
 .../gfe_db_models/gfedbmodels/types.py        | 21 ++++++++++++++++---
 1 file changed, 18 insertions(+), 3 deletions(-)

diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
index 4d00b8fb..7e5030e4 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
@@ -34,9 +34,24 @@ def str_from_datetime(v, fmt="%Y-%m-%dT%H:%M:%SZ"):
 
 # validate that date field is ISO 8601 format with timezone
 def date_is_iso_8601_with_timezone(v):
-    if not re.match(r"^\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2}\.\d{3}Z$", v):
-        raise ValueError("Date must be in ISO 8601 format with timezone")
-    return v
+    # Check if the date is already in the desired ISO 8601 format with 3 milliseconds
+    if re.match(r"^\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2}\.\d{3}Z$", v):
+        return v
+    
+    # Check if the date is in ISO 8601 format with fractional seconds (arbitrary number of digits)
+    match = re.match(r"^\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2}\.\d+Z$", v)
+    if match:
+        fractional_seconds = v.split(".")[1].split("Z")[0]
+        # Truncate or pad fractional seconds to 3 digits
+        truncated_fractional_seconds = fractional_seconds[:3].ljust(3, '0')
+        return v.replace(fractional_seconds, truncated_fractional_seconds)
+    
+    # Check if the date is in ISO 8601 format without fractional seconds
+    if re.match(r"^\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2}Z$", v):
+        # Add milliseconds and return
+        return v[:-1] + ".000Z"
+    
+    raise ValueError("Date must be in ISO 8601 format with timezone")
 
 
 # validate that url is a valid URL

From 989a3353103ed6a891c1ebaac114a3a37e4300d0 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 10 Sep 2023 16:16:55 -0700
Subject: [PATCH 192/367] fix missing token

---
 gfe-db/pipeline/config/execution-state.json   | 2342 +++++++++--------
 gfe-db/pipeline/config/source-config.json     |    4 +-
 .../gfe_db_models/gfedbmodels/ingest.py       |   26 +-
 scripts/state/build.py                        |    1 +
 4 files changed, 1265 insertions(+), 1108 deletions(-)

diff --git a/gfe-db/pipeline/config/execution-state.json b/gfe-db/pipeline/config/execution-state.json
index bc0a4ad0..90c66236 100644
--- a/gfe-db/pipeline/config/execution-state.json
+++ b/gfe-db/pipeline/config/execution-state.json
@@ -1,8 +1,152 @@
 {
-    "created_utc": "2023-09-09T21:15:08.548Z",
+    "created_utc": "2023-09-10T23:15:20.758Z",
     "items": [
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "url": "https://github.com/ANHIG/IMGTHLA"
+            },
+            "commit": {
+                "sha": "a549c5b255da7d988a70cf7f7a2bdb5b1ae5b00a",
+                "date_utc": "2023-08-25T12:45:15.000Z",
+                "message": "Merge pull request #345 from ANHIG/3530\n\nUpdate to dpb_tce.csv file containing corrections to DPB TCE version \u2026",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/a549c5b255da7d988a70cf7f7a2bdb5b1ae5b00a"
+            },
+            "execution": {
+                "version": 3530,
+                "status": "NOT_PROCESSED"
+            }
+        },
+        {
+            "created_utc": "2023-09-10T23:15:20.758Z",
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "url": "https://github.com/ANHIG/IMGTHLA"
+            },
+            "commit": {
+                "sha": "83aa94b540407ccdfcb452c77439b86c543f849d",
+                "date_utc": "2023-08-25T12:40:58.000Z",
+                "message": "Update to dpb_tce.csv file containing corrections to DPB TCE version 2 assignment",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/83aa94b540407ccdfcb452c77439b86c543f849d"
+            },
+            "execution": {
+                "version": 3530,
+                "status": "NOT_PROCESSED"
+            }
+        },
+        {
+            "created_utc": "2023-09-10T23:15:20.758Z",
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "url": "https://github.com/ANHIG/IMGTHLA"
+            },
+            "commit": {
+                "sha": "63dd028fca845a55a065ac75aea5f9079cce065e",
+                "date_utc": "2023-08-11T08:29:58.000Z",
+                "message": "Merge pull request #342 from ANHIG/3530\n\nUpdated database citation in README.md",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/63dd028fca845a55a065ac75aea5f9079cce065e"
+            },
+            "execution": {
+                "version": 3530,
+                "status": "NOT_PROCESSED"
+            }
+        },
+        {
+            "created_utc": "2023-09-10T23:15:20.758Z",
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "url": "https://github.com/ANHIG/IMGTHLA"
+            },
+            "commit": {
+                "sha": "dd94105b16d0b851349385f7a6366ea63a7ab41f",
+                "date_utc": "2023-08-11T08:29:21.000Z",
+                "message": "Updated database citation in README.md",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/dd94105b16d0b851349385f7a6366ea63a7ab41f"
+            },
+            "execution": {
+                "version": 3530,
+                "status": "NOT_PROCESSED"
+            }
+        },
+        {
+            "created_utc": "2023-09-10T23:15:20.758Z",
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "url": "https://github.com/ANHIG/IMGTHLA"
+            },
+            "commit": {
+                "sha": "359b8c8634db73b939496c53643cc0fae7f22a58",
+                "date_utc": "2023-07-26T16:17:33.000Z",
+                "message": "Merge pull request #341 from ANHIG/3530\n\nDocumented changes to the hla.xml releasestatus and release comments \u2026",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/359b8c8634db73b939496c53643cc0fae7f22a58"
+            },
+            "execution": {
+                "version": 3530,
+                "status": "NOT_PROCESSED"
+            }
+        },
+        {
+            "created_utc": "2023-09-10T23:15:20.758Z",
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "url": "https://github.com/ANHIG/IMGTHLA"
+            },
+            "commit": {
+                "sha": "8bbbfb664b7d9787893860b9b199118363f0d29f",
+                "date_utc": "2023-07-26T16:17:14.000Z",
+                "message": "Documented changes to the hla.xml releasestatus and release comments attributes.",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/8bbbfb664b7d9787893860b9b199118363f0d29f"
+            },
+            "execution": {
+                "version": 3530,
+                "status": "NOT_PROCESSED"
+            }
+        },
+        {
+            "created_utc": "2023-09-10T23:15:20.758Z",
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "url": "https://github.com/ANHIG/IMGTHLA"
+            },
+            "commit": {
+                "sha": "257023f6884c7be64f80212d5b7e5b5090074675",
+                "date_utc": "2023-07-12T15:07:46.000Z",
+                "message": "Merge pull request #339 from ANHIG/3.53.0\n\nIPD-IMGT/HLA Release 3.53.0",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/257023f6884c7be64f80212d5b7e5b5090074675"
+            },
+            "execution": {
+                "version": 3530,
+                "status": "NOT_PROCESSED"
+            }
+        },
+        {
+            "created_utc": "2023-09-10T23:15:20.758Z",
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "url": "https://github.com/ANHIG/IMGTHLA"
+            },
+            "commit": {
+                "sha": "9283ea834c9036298d0ffeec455cb00e80998157",
+                "date_utc": "2023-07-12T15:01:40.000Z",
+                "message": "IPD-IMGT/HLA Release 3.53.0",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/9283ea834c9036298d0ffeec455cb00e80998157"
+            },
+            "execution": {
+                "version": 3530,
+                "status": "NOT_PROCESSED"
+            }
+        },
+        {
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10,7 +154,7 @@
             },
             "commit": {
                 "sha": "70b3c643390b8a1e394b5d9cc9ee1f2c6eb1baca",
-                "date_utc": "2023-05-25T11:27:41Z",
+                "date_utc": "2023-05-25T11:27:41.000Z",
                 "message": "Merge pull request #337 from ANHIG/3520\n\nCorrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in De\u2026",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/70b3c643390b8a1e394b5d9cc9ee1f2c6eb1baca"
             },
@@ -20,7 +164,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -28,7 +172,7 @@
             },
             "commit": {
                 "sha": "62945381d236dcdb2770daf1fa861b216b99635c",
-                "date_utc": "2023-05-25T11:20:51Z",
+                "date_utc": "2023-05-25T11:20:51.000Z",
                 "message": "Corrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/62945381d236dcdb2770daf1fa861b216b99635c"
             },
@@ -38,7 +182,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -46,7 +190,7 @@
             },
             "commit": {
                 "sha": "38398a75e9762ff070d8e9bd714d074332646cd7",
-                "date_utc": "2023-04-17T16:03:52Z",
+                "date_utc": "2023-04-17T16:03:52.000Z",
                 "message": "Merge pull request #334 from ANHIG/3520\n\nIPD-IMGT/HLA Release 3.52.0",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/38398a75e9762ff070d8e9bd714d074332646cd7"
             },
@@ -56,7 +200,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -64,7 +208,7 @@
             },
             "commit": {
                 "sha": "def376dc6955b339b17f0a4b840e80eb6b9c744b",
-                "date_utc": "2023-04-17T16:01:01Z",
+                "date_utc": "2023-04-17T16:01:01.000Z",
                 "message": "IPD-IMGT/HLA Release 3.52.0",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/def376dc6955b339b17f0a4b840e80eb6b9c744b"
             },
@@ -74,7 +218,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -82,7 +226,7 @@
             },
             "commit": {
                 "sha": "5f2c562056f8ffa89aeea0631f2a52300ee0de17",
-                "date_utc": "2023-01-13T10:04:48Z",
+                "date_utc": "2023-01-13T10:04:48.000Z",
                 "message": "Merge pull request #325 from ANHIG/3510\n\n3510",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/5f2c562056f8ffa89aeea0631f2a52300ee0de17"
             },
@@ -92,7 +236,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -100,7 +244,7 @@
             },
             "commit": {
                 "sha": "4b8432c7d56121c84d6ef1d75a1c7185c628c13d",
-                "date_utc": "2023-01-12T14:47:00Z",
+                "date_utc": "2023-01-12T14:47:00.000Z",
                 "message": "IPD-IMGT/HLA Database Release 3.51.0\n\nUpdated the ihiw folder for 3.51.0",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/4b8432c7d56121c84d6ef1d75a1c7185c628c13d"
             },
@@ -110,7 +254,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -118,7 +262,7 @@
             },
             "commit": {
                 "sha": "4486f5c623705c6a14d9eeaba7d155cff30cdb43",
-                "date_utc": "2023-01-12T14:36:43Z",
+                "date_utc": "2023-01-12T14:36:43.000Z",
                 "message": "IPD-IMGT/HLA Release 3.51.0\n\nUpdates for 3.51.0",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/4486f5c623705c6a14d9eeaba7d155cff30cdb43"
             },
@@ -128,7 +272,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -136,7 +280,7 @@
             },
             "commit": {
                 "sha": "50b790037030d958b662085c3f4cf34ba72a32ec",
-                "date_utc": "2022-12-14T10:02:54Z",
+                "date_utc": "2022-12-14T10:02:54.000Z",
                 "message": "Merge pull request #323 from ANHIG/3500\n\nCorrected missing date and version field in Allelelist_history.txt",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/50b790037030d958b662085c3f4cf34ba72a32ec"
             },
@@ -146,7 +290,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -154,7 +298,7 @@
             },
             "commit": {
                 "sha": "36220a1c5c2d6954f4873a552544cc0e55b61d0a",
-                "date_utc": "2022-12-14T10:02:28Z",
+                "date_utc": "2022-12-14T10:02:28.000Z",
                 "message": "Corrected missing date and version field in Allelelist_history.txt",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/36220a1c5c2d6954f4873a552544cc0e55b61d0a"
             },
@@ -164,7 +308,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -172,7 +316,7 @@
             },
             "commit": {
                 "sha": "e941759874365cb152a3562c22d10847d10db326",
-                "date_utc": "2022-10-14T08:47:37Z",
+                "date_utc": "2022-10-14T08:47:37.000Z",
                 "message": "Merge pull request #318 from ANHIG/3500\n\nhla.dat file for IPD-IMGT/HLA Release 3.50.0",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/e941759874365cb152a3562c22d10847d10db326"
             },
@@ -182,7 +326,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -190,7 +334,7 @@
             },
             "commit": {
                 "sha": "2d38d3313229fdc5f8aa00052a2db21b35be3d2d",
-                "date_utc": "2022-10-14T08:46:01Z",
+                "date_utc": "2022-10-14T08:46:01.000Z",
                 "message": "hla.dat file for IPD-IMGT/HLA Release 3.50.0",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/2d38d3313229fdc5f8aa00052a2db21b35be3d2d"
             },
@@ -200,7 +344,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -208,7 +352,7 @@
             },
             "commit": {
                 "sha": "1ce31fc9e2805034578eff60a269c02176f03252",
-                "date_utc": "2022-10-13T13:06:12Z",
+                "date_utc": "2022-10-13T13:06:12.000Z",
                 "message": "Merge pull request #317 from ANHIG/3500\n\nIPD-IMGT/HLA Release 3.50.0",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/1ce31fc9e2805034578eff60a269c02176f03252"
             },
@@ -218,7 +362,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -226,7 +370,7 @@
             },
             "commit": {
                 "sha": "2c631a4b61d529ff1c0635750888f6f6d79c2703",
-                "date_utc": "2022-10-13T12:58:37Z",
+                "date_utc": "2022-10-13T12:58:37.000Z",
                 "message": "IPD-IMGT/HLA Release 3.50.0",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/2c631a4b61d529ff1c0635750888f6f6d79c2703"
             },
@@ -236,7 +380,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -244,7 +388,7 @@
             },
             "commit": {
                 "sha": "12b4b94bb49b4640fa48a1182cc9b1e1fbf7e816",
-                "date_utc": "2022-08-25T15:44:07Z",
+                "date_utc": "2022-08-25T15:44:07.000Z",
                 "message": "Merge pull request #315 from ANHIG/3490\n\nRemoval of duplicate \"KW   Human MHC;\" in hla.dat; Removal of empty 3\u2026",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/12b4b94bb49b4640fa48a1182cc9b1e1fbf7e816"
             },
@@ -254,7 +398,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -262,7 +406,7 @@
             },
             "commit": {
                 "sha": "8f80f24d49797595d8a18b8d4d1f59846fbf3fe1",
-                "date_utc": "2022-08-25T15:43:12Z",
+                "date_utc": "2022-08-25T15:43:12.000Z",
                 "message": "Removal of duplicate \"KW   Human MHC;\" in hla.dat; Removal of empty 3'UTR in DQB1*03:480Q",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/8f80f24d49797595d8a18b8d4d1f59846fbf3fe1"
             },
@@ -272,7 +416,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -280,7 +424,7 @@
             },
             "commit": {
                 "sha": "a9680a9e80e2c119d4aa41f90e5f40cef6e7df02",
-                "date_utc": "2022-08-21T09:31:21Z",
+                "date_utc": "2022-08-21T09:31:21.000Z",
                 "message": "Merge pull request #314 from ANHIG/3490\n\nCorrected DRA*01:01:01:01 P group (DRA*01:01P)",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/a9680a9e80e2c119d4aa41f90e5f40cef6e7df02"
             },
@@ -290,7 +434,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -298,7 +442,7 @@
             },
             "commit": {
                 "sha": "1fd937e6c0ff8452f64152aec9632f0586f981d1",
-                "date_utc": "2022-08-21T09:29:01Z",
+                "date_utc": "2022-08-21T09:29:01.000Z",
                 "message": "Corrected DRA*01:01:01:01 P group (DRA*01:01P)",
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                 "message": "Merge pull request #260 from ANHIG/3430\n\nAddition of files for IHIW HML References",
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                 "message": "Update to IPD-IMGT/HLA Release 3.32.0  James Robinson committed\n\nUdpated compressed alignments folder and updated md5 checksum",
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                 "message": "Update to IPD-IMGT/HLA Release 3.32.0\n\nB_prot.msf was zero bytes in length, and the start of the gDNA was incorrectly labelled Y_gen.txt",
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-                "date_utc": "2018-05-04T10:31:08Z",
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                 "message": "Update to IPD-IMGT/HLA Release 3.32.0\n\nAllele IDs added to alignmentreference element attributes for DPB1 and DRB3-5 genes",
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                 "message": "Update to IPD-IMGT/HLA Release 3.32.0\n\nUpdated prot.msf files to ensure all sequences are the same length with\nthe MSF file. Updated sequence coordinates for C*07:02:01:17N to\nreflect splice variant.",
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+                "date_utc": "2018-04-25T10:56:04.000Z",
                 "message": "Updates to formatting\n\nAll historical Allelelist.XXX.txt files have been updated to csv\nformat, and include the standardised headers, and READ.me updated",
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                 "message": "Updates to formatting\n\nAll historical Allelelist.XXX.txt files have been updated to csv\nformat, and include the standardised headers",
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@@ -4970,7 +5114,7 @@
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-                "date_utc": "2018-04-18T14:46:25Z",
+                "date_utc": "2018-04-18T14:46:25.000Z",
                 "message": "Merge pull request #139 from ANHIG/3320\n\n3320",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/ceec6c83623fc48e31c306c88089891fb89575b0"
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@@ -4988,7 +5132,7 @@
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+            "created_utc": "2023-09-10T23:15:20.758Z",
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-                "date_utc": "2018-04-18T14:45:29Z",
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@@ -5006,7 +5150,7 @@
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+            "created_utc": "2023-09-10T23:15:20.758Z",
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             },
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                 "sha": "8cd29d3f4190623811ead7e8c5af4d8fe13d9b4c",
-                "date_utc": "2018-04-18T14:41:55Z",
+                "date_utc": "2018-04-18T14:41:55.000Z",
                 "message": "Merge branch 'Latest' into 3320",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/8cd29d3f4190623811ead7e8c5af4d8fe13d9b4c"
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@@ -5024,7 +5168,7 @@
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+            "created_utc": "2023-09-10T23:15:20.758Z",
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-                "date_utc": "2018-04-17T15:47:30Z",
+                "date_utc": "2018-04-17T15:47:30.000Z",
                 "message": "Delete T_prot.msf\n\nRemoved as it is a pseudogene",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/fb3d245c5c449ce3b69990934a404c1ece84901f"
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@@ -5042,7 +5186,7 @@
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-                "date_utc": "2018-04-17T15:47:20Z",
+                "date_utc": "2018-04-17T15:47:20.000Z",
                 "message": "Delete W_prot.msf\n\nRemoved as it is a pseudogene",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/4a2271d6c125d43c72498bac2dc1a73a3a320fcd"
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@@ -5060,7 +5204,7 @@
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                 "sha": "eaf4db3e00fcf151ec86c05dc05d13b904359a3c",
-                "date_utc": "2018-04-17T15:47:08Z",
+                "date_utc": "2018-04-17T15:47:08.000Z",
                 "message": "Delete T_prot.pir\n\nRemoved as it is a pseudogene",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/eaf4db3e00fcf151ec86c05dc05d13b904359a3c"
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@@ -5078,7 +5222,7 @@
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+            "created_utc": "2023-09-10T23:15:20.758Z",
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             },
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                 "sha": "2dccbfbedf40084f3bb99aa233032c3a5d1bce20",
-                "date_utc": "2018-04-17T15:47:00Z",
+                "date_utc": "2018-04-17T15:47:00.000Z",
                 "message": "Delete W_prot.pir\n\nRemoved as it is a pseudogene",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/2dccbfbedf40084f3bb99aa233032c3a5d1bce20"
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@@ -5096,7 +5240,7 @@
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-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
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@@ -5104,7 +5248,7 @@
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                 "sha": "88f692665895f67f6da8346afa5d7d8d70833177",
-                "date_utc": "2018-04-17T15:46:06Z",
+                "date_utc": "2018-04-17T15:46:06.000Z",
                 "message": "Delete W_prot.fasta\n\nRemoved as HLA-W is a pseudogene",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/88f692665895f67f6da8346afa5d7d8d70833177"
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@@ -5114,7 +5258,7 @@
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+            "created_utc": "2023-09-10T23:15:20.758Z",
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                 "sha": "bcd392034d1a991d3fb179e86f5865c30d41f961",
-                "date_utc": "2018-04-17T15:45:58Z",
+                "date_utc": "2018-04-17T15:45:58.000Z",
                 "message": "Delete T_prot.fasta\n\nRemoved as HLA-T is a pseudogene",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/bcd392034d1a991d3fb179e86f5865c30d41f961"
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@@ -5132,7 +5276,7 @@
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+            "created_utc": "2023-09-10T23:15:20.758Z",
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                 "sha": "36baa58fcd0fad90852b6e6ae690784eb4cb4b7a",
-                "date_utc": "2018-04-17T15:38:24Z",
+                "date_utc": "2018-04-17T15:38:24.000Z",
                 "message": "Merge pull request #138 from ANHIG/3320\n\nIPD-IMGT/HLA Release 3.32.0",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/36baa58fcd0fad90852b6e6ae690784eb4cb4b7a"
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@@ -5150,7 +5294,7 @@
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+            "created_utc": "2023-09-10T23:15:20.758Z",
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@@ -5158,7 +5302,7 @@
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                 "sha": "5fd5136e8c6efd0f35352a138d3bf2b31481266a",
-                "date_utc": "2018-04-17T15:36:25Z",
+                "date_utc": "2018-04-17T15:36:25.000Z",
                 "message": "IPD-IMGT/HLA Release 3.32.0\n\nRelease 3.32.0 of the IPD-IMGT/HLA Database",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/5fd5136e8c6efd0f35352a138d3bf2b31481266a"
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@@ -5168,7 +5312,7 @@
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-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
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@@ -5176,7 +5320,7 @@
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             "commit": {
                 "sha": "8d5661e174009c682a8d378c87596a1489925275",
-                "date_utc": "2018-02-13T10:50:02Z",
+                "date_utc": "2018-02-13T10:50:02.000Z",
                 "message": "Merge pull request #134 from ANHIG/3310\n\n3310",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/8d5661e174009c682a8d378c87596a1489925275"
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@@ -5186,7 +5330,7 @@
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-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
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@@ -5194,7 +5338,7 @@
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             "commit": {
                 "sha": "3ec3328f771ccd276d42093b08b40110c22cf8bd",
-                "date_utc": "2017-11-27T19:54:43Z",
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                 "message": "Update README.md",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/3ec3328f771ccd276d42093b08b40110c22cf8bd"
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@@ -5690,7 +5834,7 @@
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         {
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@@ -5698,7 +5842,7 @@
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             "commit": {
                 "sha": "58c11d41888968d3d740007beb3106f869163a3a",
-                "date_utc": "2017-11-27T15:55:46Z",
+                "date_utc": "2017-11-27T15:55:46.000Z",
                 "message": "Merge branch 'Latest' into 3300",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/58c11d41888968d3d740007beb3106f869163a3a"
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@@ -5708,7 +5852,7 @@
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@@ -5716,7 +5860,7 @@
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                 "sha": "1c2e1db1481078fd1fcb254e9b6077b7a0176fe9",
-                "date_utc": "2017-11-27T15:53:40Z",
+                "date_utc": "2017-11-27T15:53:40.000Z",
                 "message": "IPD-IMGT/HLA Release 3.30.0\n\nRemoval of erroneous pseudo tag on a number of exon 5 sequences.",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/1c2e1db1481078fd1fcb254e9b6077b7a0176fe9"
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@@ -5726,7 +5870,7 @@
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@@ -5734,7 +5878,7 @@
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             "commit": {
                 "sha": "3061939d9c953367a53b79c1a954d14d1a259948",
-                "date_utc": "2017-11-10T10:17:18Z",
+                "date_utc": "2017-11-10T10:17:18.000Z",
                 "message": "Merge pull request #119 from ANHIG/3300\n\nIPD-IMGT/HLA Release 3.30.0.",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/3061939d9c953367a53b79c1a954d14d1a259948"
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@@ -5744,7 +5888,7 @@
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                 "sha": "08554f8595c64127fc5d7cd316e046b7f0909cb2",
-                "date_utc": "2017-11-10T10:15:45Z",
+                "date_utc": "2017-11-10T10:15:45.000Z",
                 "message": "IPD-IMGT/HLA Release 3.30.0.\n\nThe CDS line of the hla.dat file has been updated, in response to\nreported parser errors. The \u2018<\u2018 has been removed from all entries and\nthe join condition is only used when at least two blocks of coordinates\nare listed.",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/08554f8595c64127fc5d7cd316e046b7f0909cb2"
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@@ -5762,7 +5906,7 @@
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@@ -5770,7 +5914,7 @@
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             "commit": {
                 "sha": "22d72b81647a52536359e041b14a962e177e3e09",
-                "date_utc": "2017-10-26T09:33:19Z",
+                "date_utc": "2017-10-26T09:33:19.000Z",
                 "message": "Merge pull request #115 from ANHIG/3300\n\nIPD-IMGT/HLA Release 3.30.0",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/22d72b81647a52536359e041b14a962e177e3e09"
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@@ -5780,7 +5924,7 @@
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-                "date_utc": "2017-10-26T09:30:35Z",
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                 "message": "IPD-IMGT/HLA Release 3.30.0\n\nFiles for IPD-IMGT/HLA Release 3.30.0",
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             "commit": {
                 "sha": "5800ab43fe4afd66825db1e574176370558a94bf",
-                "date_utc": "2017-08-17T15:03:53Z",
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                 "message": "Merge pull request #112 from ANHIG/3290\n\nIPD-IMGT/HLA Release 3.29.0.1",
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@@ -5816,7 +5960,7 @@
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             "commit": {
                 "sha": "2d64b137a6c4f6a6f56b6bd78ef0dc7b1f859874",
-                "date_utc": "2017-08-17T15:00:48Z",
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                 "message": "IPD-IMGT/HLA Release 3.29.0.1\n\nIPD-IMGT/HLA Release 3.29.0.1\nThe following changes have been made to the IPD-IMGT/HLA Database since\nthe release of 3.29.0. There have been no changes to the CDS sequences,\nwhich would result in allele name changes.\n\nThe following sequences: HLA-A*66:28N, HLA-B*59:10N, MICA*015,\nMICA*017, MICA*068, MICA*083, MICA*084 have had sequence feature\ncoordinates corrected in the XML and hla.dat files, these changes do\nnot impact on the sequence, only the markup used in certain files.\n\nThe numbering of the genomic alignments of HLA-DQA1 was incorrect and\nhas been updated in the text and online alignments.\n\nThe following changes have been made to the genomic sequences of a\nnumber of Class II alleles.\n\nCommas in the genomic alignment for HLA-DQA1*05:05:01:03 have been\ncorrected to full stops.\n\nThe following HLA-DQB1 and HLA-DRB1 sequences contained a number of\nerrors in the 3.29.0 release, these sequences have been restored to the\ncorrect sequence as published in release 3.28.0;\n\nDQB1*06:03:21, DQB1*06:03:23, DQB1*06:03:24, DQB1*06:03:25,\nDQB1*06:03:26, DQB1*06:04:01, DQB1*06:09:01:01, DQB1*06:09:01:02,\nDQB1*06:111, DQB1*06:117, DQB1*06:125, DRB1*03:01:01:01,\nDRB1*03:01:01:02, DQB1*06:228, DRB1*01:03:01, DRB1*04:01:01:01,\nDRB1*04:01:01:02,\nDRB1*07:01:01:03 DRB1*10:01:01:02, DRB1*11:01:01:02, DRB1*11:02:01,\nDRB1*11:03:01, DRB1*12:01:01:02, DRB1*12:01:01:03, DRB1*13:01:01:02,\nDRB1*14:02:01, DRB1*15:02:01:02, DRB1*15:03:01:02 DRB1*16:01:01,\nDRB1*16:02:01:02",
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@@ -5834,7 +5978,7 @@
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             "commit": {
                 "sha": "c0c61df0b334cc454968643a3ffe278d73e8b13b",
-                "date_utc": "2017-08-17T14:46:14Z",
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                 "message": "Merge pull request #111 from ANHIG/3290\n\n3290",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/c0c61df0b334cc454968643a3ffe278d73e8b13b"
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                 "sha": "9bfeefc2260b746f6957c779cbf6b312d12a8315",
-                "date_utc": "2017-08-17T14:40:48Z",
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                 "message": "IPD-IMGT/HLA Release 3.29.0.1\n\nThe following changes have been made to the IPD-IMGT/HLA Database since\nthe release of 3.29.0. There have been no changes to the CDS sequences,\nwhich would result in allele name changes.\n\nThe following sequences: HLA-A*66:28N, HLA-B*59:10N, MICA*015,\nMICA*017, MICA*068, MICA*083, MICA*084 have had sequence feature\ncoordinates corrected in the XML and hla.dat files, these changes do\nnot impact on the sequence, only the markup used in certain files.\n\nThe numbering of the genomic alignments of HLA-DQA1 was incorrect and\nhas been updated in the text and online alignments.\n\nThe following changes have been made to the genomic sequences of a\nnumber of Class II alleles.\n\nCommas in the genomic alignment for HLA-DQA1*05:05:01:03 have been\ncorrected to full stops.\n\nThe following HLA-DQB1 and HLA-DRB1 sequences contained a number of\nerrors in the 3.29.0 release, these sequences have been restored to the\ncorrect sequence as published in release 3.28.0;\n\nDQB1*06:03:21, DQB1*06:03:23, DQB1*06:03:24, DQB1*06:03:25,\nDQB1*06:03:26, DQB1*06:04:01, DQB1*06:09:01:01, DQB1*06:09:01:02,\nDQB1*06:111, DQB1*06:117, DQB1*06:125, DRB1*03:01:01:01,\nDQB1*06:228, DRB1*01:03:01, DRB1*04:01:01:01, DRB1*04:01:01:02,\nDRB1*07:01:01:03 DRB1*10:01:01:02, DRB1*11:01:01:02, DRB1*11:02:01,\nDRB1*11:03:01, DRB1*12:01:01:02, DRB1*12:01:01:03, DRB1*13:01:01:02,\nDRB1*14:02:01, DRB1*15:02:01:02, DRB1*15:03:01:02 DRB1*16:01:01,\nDRB1*16:02:01:02",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/9bfeefc2260b746f6957c779cbf6b312d12a8315"
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@@ -5870,7 +6014,7 @@
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-            "created_utc": "2023-09-09T21:15:08.548Z",
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@@ -5878,7 +6022,7 @@
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-                "date_utc": "2017-08-17T14:22:40Z",
+                "date_utc": "2017-08-17T14:22:40.000Z",
                 "message": "IPD-IMGT/HLA Release 3.29.0.1\n\nThe following changes have been made to the IPD-IMGT/HLA Database since\nthe release of 3.29.0. There have been no changes to the CDS sequences,\nwhich would result in allele name changes.\n\nThe following sequences: HLA-A*66:28N, HLA-B*59:10N, MICA*015,\nMICA*017, MICA*068, MICA*083, MICA*084 have had sequence feature\ncoordinates corrected in the XML and hla.dat files, these changes do\nnot impact on the sequence, only the markup used in certain files.\n\nThe numbering of the genomic alignments of HLA-DQA1 was incorrect and\nhas been updated in the text and online alignments.\n\nThe following changes have been made to the genomic sequences of a\nnumber of Class II alleles.\n\nCommas in the genomic alignment for HLA-DQA1*05:05:01:03 have been\ncorrected to full stops.\n\nThe following HLA-DQB1 and HLA-DRB1 sequences contained a number of\nerrors in the 3.29.0 release, these sequences have been restored to the\ncorrect sequence as published in release 3.28.0;\n\nDQB1*06:03:21, DQB1*06:03:23, DQB1*06:03:24, DQB1*06:03:25,\nDQB1*06:03:26, DQB1*06:04:01, DQB1*06:09:01:01, DQB1*06:09:01:02,\nDQB1*06:111, DQB1*06:117, DQB1*06:125, DRB1*03:01:01:01,\nDQB1*06:228, DRB1*01:03:01, DRB1*04:01:01:01, DRB1*04:01:01:02,\nDRB1*07:01:01:03 DRB1*10:01:01:02, DRB1*11:01:01:02, DRB1*11:02:01,\nDRB1*11:03:01, DRB1*12:01:01:02, DRB1*12:01:01:03, DRB1*13:01:01:02,\nDRB1*14:02:01, DRB1*15:02:01:02, DRB1*15:03:01:02 DRB1*16:01:01,\nDRB1*16:02:01:02",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/ffc92e7718351a97dd6a76166f60743b2ec200cb"
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@@ -5888,7 +6032,7 @@
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-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
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@@ -5896,7 +6040,7 @@
             },
             "commit": {
                 "sha": "887dff715147378da5ead94cb430cbfd7bb78900",
-                "date_utc": "2017-07-26T10:30:22Z",
+                "date_utc": "2017-07-26T10:30:22.000Z",
                 "message": "Merge pull request #110 from ANHIG/3290\n\nIPD-IMGT/HLA Release 3.29.0",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/887dff715147378da5ead94cb430cbfd7bb78900"
             },
@@ -5906,7 +6050,7 @@
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         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -5914,7 +6058,7 @@
             },
             "commit": {
                 "sha": "47e2bd1bac36eaec7519074b32e7e51c91e2cbfb",
-                "date_utc": "2017-07-26T10:29:28Z",
+                "date_utc": "2017-07-26T10:29:28.000Z",
                 "message": "IPD-IMGT/HLA Release 3.29.0\n\nUpdate to fix listed sequence length of DQA1*05:05:01:03 in hla.dat and\nhla.xml and addition of B*40:155:01G to hla_ambigs.xml file.",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/47e2bd1bac36eaec7519074b32e7e51c91e2cbfb"
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@@ -5924,7 +6068,7 @@
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         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -5932,7 +6076,7 @@
             },
             "commit": {
                 "sha": "9daaf431bd16ef8619a8b625ba44b4b00ab32ac4",
-                "date_utc": "2017-07-21T14:16:30Z",
+                "date_utc": "2017-07-21T14:16:30.000Z",
                 "message": "Merge pull request #109 from ANHIG/3290\n\nIPD-IMGT/HLA Release 3.29.0",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/9daaf431bd16ef8619a8b625ba44b4b00ab32ac4"
             },
@@ -5942,7 +6086,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -5950,7 +6094,7 @@
             },
             "commit": {
                 "sha": "ab4270d992aa01bdad00391cf9f75637ad639f4c",
-                "date_utc": "2017-07-21T14:16:04Z",
+                "date_utc": "2017-07-21T14:16:04.000Z",
                 "message": "IPD-IMGT/HLA Release 3.29.0\n\nDQA1*05:05:01:03 contained commas (,) instead of periods (.) to\nrepresent indels in the 3\u2019 UTR in the DQA1_gen.txt and hla.dat files",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/ab4270d992aa01bdad00391cf9f75637ad639f4c"
             },
@@ -5960,7 +6104,7 @@
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         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -5968,7 +6112,7 @@
             },
             "commit": {
                 "sha": "3bbf66f3b680f17e404388ed009202a082045458",
-                "date_utc": "2017-07-13T08:51:19Z",
+                "date_utc": "2017-07-13T08:51:19.000Z",
                 "message": "Merge pull request #108 from ANHIG/3290\n\nIPD-IMGT/HLA Release 3.29.0",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/3bbf66f3b680f17e404388ed009202a082045458"
             },
@@ -5978,7 +6122,7 @@
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         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -5986,7 +6130,7 @@
             },
             "commit": {
                 "sha": "3524e254b9229f55204336ea48a08209ff4fcaf5",
-                "date_utc": "2017-07-13T08:50:49Z",
+                "date_utc": "2017-07-13T08:50:49.000Z",
                 "message": "IPD-IMGT/HLA Release 3.29.0\n\nUpdate to hla_nom.txt, hla_nom_g.txt and hola_nom_p.txt",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/3524e254b9229f55204336ea48a08209ff4fcaf5"
             },
@@ -5996,7 +6140,7 @@
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         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
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@@ -6004,7 +6148,7 @@
             },
             "commit": {
                 "sha": "090c0ae6d951af2729c5e58c334a19530cc92462",
-                "date_utc": "2017-07-12T09:15:01Z",
+                "date_utc": "2017-07-12T09:15:01.000Z",
                 "message": "Merge pull request #107 from ANHIG/3290\n\n3290",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/090c0ae6d951af2729c5e58c334a19530cc92462"
             },
@@ -6014,7 +6158,7 @@
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         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -6022,7 +6166,7 @@
             },
             "commit": {
                 "sha": "de01b0573fd9108539ef10b4e44b12d334085871",
-                "date_utc": "2017-07-12T09:10:39Z",
+                "date_utc": "2017-07-12T09:10:39.000Z",
                 "message": "IPD-IMGT/HLA Release 3.29.0\n\nUpdate to README regarding gen.txt files",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/de01b0573fd9108539ef10b4e44b12d334085871"
             },
@@ -6032,7 +6176,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -6040,7 +6184,7 @@
             },
             "commit": {
                 "sha": "684864ec79bc932ba4789b787171f7487b8cc025",
-                "date_utc": "2017-07-12T09:08:09Z",
+                "date_utc": "2017-07-12T09:08:09.000Z",
                 "message": "IPD-IMGT/HLA Release 3.28.0\n\nUpdate to README regarding gen.txt files",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/684864ec79bc932ba4789b787171f7487b8cc025"
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@@ -6050,7 +6194,7 @@
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                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -7480,7 +7624,7 @@
             },
             "commit": {
                 "sha": "70055402cf42eef5e0d13a1d2ef3b93de0c020f9",
-                "date_utc": "2016-05-06T14:27:07Z",
+                "date_utc": "2016-05-06T14:27:07.000Z",
                 "message": "Release 3.24.0.1 Update\n\nVersion Report - 3.24.0.1 (2016-05)\n\nThe following changes have been made to release 3.24.0 to correct a\nnumber of protein sequences, a number of minor errors in displaying the\nsequences and to include a number of sequences that were accidently\nomitted.\n\nCDS sequences\n\nThe C*04:09N deletion was incorrectly displayed.\nThe CDS sequences were not changed.\n\nProtein sequences\n\nThe following proteins sequences were incorrectly translated; A*30:78N,\nA*68:11N, C*03:316N, C*04:09N, DRB5*01:08N.\nThe following proteins sequences did not have the stop codon displayed;\nA*01:04N, A*68:18N, DPB1*507:01N.\n\nGenomic sequences\n\nThe following sequences were omitted; A*02:17:02, A*30:89, B*14:03,\nB*15:08:01, B*15:30, B*35:04:01, B*35:43:01, B*39:09:01, B*51:08:01,\nB*58:02:01, C*02:10:01:03,C*07:01:01:05, C*14:02:01:02, E*01:03:04,\nE*01:06, E*01:08N, E*01:09, E*01:10, DQB1*02:02:01:02.\n\nThe displayed sequences of the following alleles have been modified;\nA*68:18N, C*04:09N, DRB1*01:01:01, DRB1*01:03, DRB1*04:07:01,\nDRB1*07:01:01:03, DRB1*10:01:01:02, DRB1*11:02:01, DRB1*11:03:01,\nDRB1*11:01:01:02, DRB1*12:01:01:02, DRB1*12:01:01:03, DRB1*13:01:01:02,\nDRB1*15:02:01:02, DRB1*16:01:01, DRB1*16:02:01:02.\n\nChanges to the hla.dat file\n\nAt the request of our users, deleted alleles have been added to the\nhla.dat file. These are included as an entry with a single ambiguous\nbase 'x' in the nucleotide sequence. The 'DE' line descibes the allele\nand the reason for deletion.",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/70055402cf42eef5e0d13a1d2ef3b93de0c020f9"
             },
@@ -7490,7 +7634,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -7498,7 +7642,7 @@
             },
             "commit": {
                 "sha": "98adbce2d54553228999014ad63398430bfb41ef",
-                "date_utc": "2016-05-06T14:24:47Z",
+                "date_utc": "2016-05-06T14:24:47.000Z",
                 "message": "Release 3.24.0.1 Update\n\nVersion Report - 3.24.0.1 (2016-05)\n\nThe following changes have been made to release 3.24.0 to correct a\nnumber of protein sequences, a number of minor errors in displaying the\nsequences and to include a number of sequences that were accidently\nomitted.\n\nCDS sequences\n\nThe C*04:09N deletion was incorrectly displayed.\nThe CDS sequences were not changed.\n\nProtein sequences\n\nThe following proteins sequences were incorrectly translated; A*30:78N,\nA*68:11N, C*03:316N, C*04:09N, DRB5*01:08N.\nThe following proteins sequences did not have the stop codon displayed;\nA*01:04N, A*68:18N, DPB1*507:01N.\n\nGenomic sequences\n\nThe following sequences were omitted; A*02:17:02, A*30:89, B*14:03,\nB*15:08:01, B*15:30, B*35:04:01, B*35:43:01, B*39:09:01, B*51:08:01,\nB*58:02:01, C*02:10:01:03,C*07:01:01:05, C*14:02:01:02, E*01:03:04,\nE*01:06, E*01:08N, E*01:09, E*01:10, DQB1*02:02:01:02.\n\nThe displayed sequences of the following alleles have been modified;\nA*68:18N, C*04:09N, DRB1*01:01:01, DRB1*01:03, DRB1*04:07:01,\nDRB1*07:01:01:03, DRB1*10:01:01:02, DRB1*11:02:01, DRB1*11:03:01,\nDRB1*11:01:01:02, DRB1*12:01:01:02, DRB1*12:01:01:03, DRB1*13:01:01:02,\nDRB1*15:02:01:02, DRB1*16:01:01, DRB1*16:02:01:02.\n\nChanges to the hla.dat file\n\nAt the request of our users, deleted alleles have been added to the\nhla.dat file. These are included as an entry with a single ambiguous\nbase 'x' in the nucleotide sequence. The 'DE' line descibes the allele\nand the reason for deletion.",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/98adbce2d54553228999014ad63398430bfb41ef"
             },
@@ -7508,7 +7652,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -7516,7 +7660,7 @@
             },
             "commit": {
                 "sha": "6b7e701845b5e8fcce28b3631df1c108b4627c69",
-                "date_utc": "2016-04-22T09:50:27Z",
+                "date_utc": "2016-04-22T09:50:27.000Z",
                 "message": "Merge pull request #60 from jrob119/3240\n\nRelease 3.24.0 Update",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/6b7e701845b5e8fcce28b3631df1c108b4627c69"
             },
@@ -7526,7 +7670,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -7534,7 +7678,7 @@
             },
             "commit": {
                 "sha": "4a0401af6be02ca688adeef3f63f5e55288d14fe",
-                "date_utc": "2016-04-22T09:49:05Z",
+                "date_utc": "2016-04-22T09:49:05.000Z",
                 "message": "Release 3.24.0 Update\n\nIncomplete transfer of hla.dat file",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/4a0401af6be02ca688adeef3f63f5e55288d14fe"
             },
@@ -7544,7 +7688,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -7552,7 +7696,7 @@
             },
             "commit": {
                 "sha": "18facbfcf57e55c13e29bc97ff9e7a8a5cc5bb15",
-                "date_utc": "2016-04-22T09:41:56Z",
+                "date_utc": "2016-04-22T09:41:56.000Z",
                 "message": "Merge pull request #59 from jrob119/3240\n\nRelease 3.24.0 Update",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/18facbfcf57e55c13e29bc97ff9e7a8a5cc5bb15"
             },
@@ -7562,7 +7706,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -7570,7 +7714,7 @@
             },
             "commit": {
                 "sha": "36da94dd4846a89c2321178900a5eb082bc19eb4",
-                "date_utc": "2016-04-22T09:41:32Z",
+                "date_utc": "2016-04-22T09:41:32.000Z",
                 "message": "Release 3.24.0 Update\n\nIncomplete transfer of hla.dat file",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/36da94dd4846a89c2321178900a5eb082bc19eb4"
             },
@@ -7580,7 +7724,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -7588,7 +7732,7 @@
             },
             "commit": {
                 "sha": "2fc03e93c3e5fb074ec957039252baa3b655147a",
-                "date_utc": "2016-04-21T14:07:40Z",
+                "date_utc": "2016-04-21T14:07:40.000Z",
                 "message": "Merge pull request #58 from jrob119/3240\n\nUpdate to Release 3.24.0",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/2fc03e93c3e5fb074ec957039252baa3b655147a"
             },
@@ -7598,7 +7742,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -7606,7 +7750,7 @@
             },
             "commit": {
                 "sha": "99fff9d205cc7fb0cf0b02a408ce628989bad7f9",
-                "date_utc": "2016-04-21T14:06:15Z",
+                "date_utc": "2016-04-21T14:06:15.000Z",
                 "message": "Update to Release 3.24.0\n\nThe A*30:89 genomic sequence was erroneously omitted from the release.\nThe alignment of the C*04:09N sequence has been reviewed and updated.\nThe nucleotide and protein sequences have not changed.",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/99fff9d205cc7fb0cf0b02a408ce628989bad7f9"
             },
@@ -7616,7 +7760,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -7624,7 +7768,7 @@
             },
             "commit": {
                 "sha": "15f5a4a517d3c8720cc61e521e072efdd30f4f23",
-                "date_utc": "2016-04-21T10:21:33Z",
+                "date_utc": "2016-04-21T10:21:33.000Z",
                 "message": "Merge pull request #57 from jrob119/3240\n\nUpdated OID README.md",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/15f5a4a517d3c8720cc61e521e072efdd30f4f23"
             },
@@ -7634,7 +7778,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -7642,7 +7786,7 @@
             },
             "commit": {
                 "sha": "ada3512714bf4053e2210e44b4368c1cabc14f5e",
-                "date_utc": "2016-04-21T10:20:50Z",
+                "date_utc": "2016-04-21T10:20:50.000Z",
                 "message": "Updated OID README.md",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/ada3512714bf4053e2210e44b4368c1cabc14f5e"
             },
@@ -7652,7 +7796,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -7660,7 +7804,7 @@
             },
             "commit": {
                 "sha": "dee7fbe962cb97fdb09b4d7e67a49d64b764c228",
-                "date_utc": "2016-04-21T10:17:27Z",
+                "date_utc": "2016-04-21T10:17:27.000Z",
                 "message": "Merge pull request #56 from jrob119/3240\n\nUpdated 3.24.0 OID Readme",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/dee7fbe962cb97fdb09b4d7e67a49d64b764c228"
             },
@@ -7670,7 +7814,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -7678,7 +7822,7 @@
             },
             "commit": {
                 "sha": "ed7d5ca3c803c270c2f9bf2c203e91a440a28327",
-                "date_utc": "2016-04-21T10:17:13Z",
+                "date_utc": "2016-04-21T10:17:13.000Z",
                 "message": "Updated 3.24.0 OID Readme",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/ed7d5ca3c803c270c2f9bf2c203e91a440a28327"
             },
@@ -7688,7 +7832,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -7696,7 +7840,7 @@
             },
             "commit": {
                 "sha": "40478a1aa8f6629903e5d2b10ec2f60af03eb3e1",
-                "date_utc": "2016-04-15T15:35:58Z",
+                "date_utc": "2016-04-15T15:35:58.000Z",
                 "message": "Merge pull request #54 from jrob119/3240\n\nRelease 3.24.0 Update",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/40478a1aa8f6629903e5d2b10ec2f60af03eb3e1"
             },
@@ -7706,7 +7850,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -7714,7 +7858,7 @@
             },
             "commit": {
                 "sha": "d709ecc8960232754a592b2f442126f8a905e5c9",
-                "date_utc": "2016-04-15T15:35:32Z",
+                "date_utc": "2016-04-15T15:35:32.000Z",
                 "message": "Release 3.24.0 Update\n\nRemoval of duplicate DRB345 entries from hla.xml file",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/d709ecc8960232754a592b2f442126f8a905e5c9"
             },
@@ -7724,7 +7868,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -7732,7 +7876,7 @@
             },
             "commit": {
                 "sha": "2812ababfb97e4cb43c13f17e40e292560ac633c",
-                "date_utc": "2016-04-15T15:21:54Z",
+                "date_utc": "2016-04-15T15:21:54.000Z",
                 "message": "Merge pull request #53 from jrob119/3240\n\nRelease 3.24.0 Update",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/2812ababfb97e4cb43c13f17e40e292560ac633c"
             },
@@ -7742,7 +7886,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -7750,7 +7894,7 @@
             },
             "commit": {
                 "sha": "059daf7439b541a96ee814460f9764df45a2393b",
-                "date_utc": "2016-04-15T15:21:37Z",
+                "date_utc": "2016-04-15T15:21:37.000Z",
                 "message": "Release 3.24.0 Update\n\nAmendments to wmda/hla_nom.txt file, the \u2019Deleted Antigen/Allele\nIdentical to\u2019 column for Cw1401\nand DRB112031 was updated",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/059daf7439b541a96ee814460f9764df45a2393b"
             },
@@ -7760,7 +7904,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -7768,7 +7912,7 @@
             },
             "commit": {
                 "sha": "d9a85b2ea7bf39d20d6a2062d9aa23c7cc4895fc",
-                "date_utc": "2016-04-14T08:36:01Z",
+                "date_utc": "2016-04-14T08:36:01.000Z",
                 "message": "Merge pull request #52 from jrob119/3240\n\nRelease 3.24.0",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/d9a85b2ea7bf39d20d6a2062d9aa23c7cc4895fc"
             },
@@ -7778,7 +7922,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -7786,7 +7930,7 @@
             },
             "commit": {
                 "sha": "cfb6db3de7f3a7e76d88467271541ff0cc8fbca1",
-                "date_utc": "2016-04-14T08:35:17Z",
+                "date_utc": "2016-04-14T08:35:17.000Z",
                 "message": "Release 3.24.0\n\nFiles for Release 3.24.0 of the IPD-IMGT/HLA Database",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/cfb6db3de7f3a7e76d88467271541ff0cc8fbca1"
             },
@@ -7796,7 +7940,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -7804,7 +7948,7 @@
             },
             "commit": {
                 "sha": "1dd719c70ec1d0eb3ca15abe6c50b7ccf8c2c998",
-                "date_utc": "2016-04-14T08:32:56Z",
+                "date_utc": "2016-04-14T08:32:56.000Z",
                 "message": "Merge pull request #51 from jrob119/3240\n\nRelease 3.24.0",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/1dd719c70ec1d0eb3ca15abe6c50b7ccf8c2c998"
             },
@@ -7814,7 +7958,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -7822,7 +7966,7 @@
             },
             "commit": {
                 "sha": "2313e0f9e830e72fcba7d4444caabb512060fad1",
-                "date_utc": "2016-04-14T08:31:24Z",
+                "date_utc": "2016-04-14T08:31:24.000Z",
                 "message": "Merge pull request #49 from jrob119/Latest\n\nRelease 3.24.0",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/2313e0f9e830e72fcba7d4444caabb512060fad1"
             },
@@ -7832,7 +7976,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -7840,7 +7984,7 @@
             },
             "commit": {
                 "sha": "1d3608f1e7b32568c150db11b9e30716434e1fb3",
-                "date_utc": "2016-04-13T15:34:48Z",
+                "date_utc": "2016-04-13T15:34:48.000Z",
                 "message": "Release 3.24.0 Update\n\nFiles for Release 3.24.0 of the IPD-IMGT/HLA Database",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/1d3608f1e7b32568c150db11b9e30716434e1fb3"
             },
@@ -7850,7 +7994,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -7858,7 +8002,7 @@
             },
             "commit": {
                 "sha": "cdeaf405d3a1c1537e1b9cc0d7ab1dbffb0b653c",
-                "date_utc": "2016-02-22T14:36:39Z",
+                "date_utc": "2016-02-22T14:36:39.000Z",
                 "message": "Merge pull request #48 from jrob119/3230\n\nRelease 3.23.0 Update",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/cdeaf405d3a1c1537e1b9cc0d7ab1dbffb0b653c"
             },
@@ -7868,7 +8012,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -7876,7 +8020,7 @@
             },
             "commit": {
                 "sha": "930ed78dd5a00c7190d4f743bbda0ae389a95fae",
-                "date_utc": "2016-02-22T14:29:44Z",
+                "date_utc": "2016-02-22T14:29:44.000Z",
                 "message": "Release 3.23.0 Update\n\nMissing Group IDs added and single allele G Groups i.e. A*24:02:34\nincluded in to file.",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/930ed78dd5a00c7190d4f743bbda0ae389a95fae"
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                 "message": "Merge remote-tracking branch 'origin/Latest' into Latest\n\nConflicts:\n\tAllelelist.txt\n\tAllelelist_history.txt\n\talignments/A_gen.txt\n\talignments/A_nuc.txt\n\talignments/A_prot.txt\n\talignments/B_gen.txt\n\talignments/B_nuc.txt\n\talignments/B_prot.txt\n\talignments/C_gen.txt\n\talignments/C_nuc.txt\n\talignments/C_prot.txt\n\talignments/ClassI_nuc.txt\n\talignments/ClassI_prot.txt\n\talignments/DMA_gen.txt\n\talignments/DMA_nuc.txt\n\talignments/DMA_prot.txt\n\talignments/DMB_gen.txt\n\talignments/DMB_nuc.txt\n\talignments/DMB_prot.txt\n\talignments/DOA_gen.txt\n\talignments/DOA_nuc.txt\n\talignments/DOA_prot.txt\n\talignments/DOB_gen.txt\n\talignments/DOB_nuc.txt\n\talignments/DOB_prot.txt\n\talignments/DPA_gen.txt\n\talignments/DPA_nuc.txt\n\talignments/DPA_prot.txt\n\talignments/DPB_gen.txt\n\talignments/DPB_nuc.txt\n\talignments/DPB_prot.txt\n\talignments/DQA_gen.txt\n\talignments/DQA_nuc.txt\n\talignments/DQA_prot.txt\n\talignments/DQB_gen.txt\n\talignments/DQB_nuc.txt\n\talignments/DQB_prot.txt\n\talignments/DRA_gen.txt\n\talignments/DRA_nuc.txt\n\talignments/DRA_prot.txt\n\talignments/DRB3_gen.txt\n\talignments/DRB4_gen.txt\n\talignments/DRB_gen.txt\n\talignments/DRB_nuc.txt\n\talignments/DRB_prot.txt\n\talignments/E_gen.txt\n\talignments/E_nuc.txt\n\talignments/E_prot.txt\n\talignments/F_gen.txt\n\talignments/F_nuc.txt\n\talignments/F_prot.txt\n\talignments/G_gen.txt\n\talignments/G_nuc.txt\n\talignments/G_prot.txt\n\talignments/H_gen.txt\n\talignments/H_nuc.txt\n\talignments/J_gen.txt\n\talignments/J_nuc.txt\n\talignments/K_gen.txt\n\talignments/K_nuc.txt\n\talignments/L_gen.txt\n\talignments/L_nuc.txt\n\talignments/MICA_gen.txt\n\talignments/MICA_nuc.txt\n\talignments/MICA_prot.txt\n\talignments/MICB_gen.txt\n\talignments/MICB_nuc.txt\n\talignments/MICB_prot.txt\n\talignments/P_gen.txt\n\talignments/TAP1_gen.txt\n\talignments/TAP1_nuc.txt\n\talignments/TAP1_prot.txt\n\talignments/TAP2_gen.txt\n\talignments/TAP2_nuc.txt\n\talignments/TAP2_prot.txt\n\talignments/V_gen.txt\n\talignments/V_nuc.txt\n\talignments/Y_gen.txt\n\talignments/Y_nuc.txt\n\tfasta/A_gen.fasta\n\tfasta/A_nuc.fasta\n\tfasta/A_prot.fasta\n\tfasta/B_gen.fasta\n\tfasta/B_nuc.fasta\n\tfasta/B_prot.fasta\n\tfasta/C_gen.fasta\n\tfasta/C_nuc.fasta\n\tfasta/C_prot.fasta\n\tfasta/DPB1_nuc.fasta\n\tfasta/DPB1_prot.fasta\n\tfasta/DQB1_nuc.fasta\n\tfasta/DQB1_prot.fasta\n\tfasta/DRB1_nuc.fasta\n\tfasta/DRB1_prot.fasta\n\tfasta/DRB345_prot.fasta\n\tfasta/DRB_nuc.fasta\n\tfasta/DRB_prot.fasta\n\tfasta/MICA_prot.fasta\n\tfasta/hla_nuc.fasta\n\tfasta/hla_prot.fasta\n\thla.dat\n\thla_nuc.fasta\n\thla_prot.fasta\n\tmsf/A_gen.msf\n\tmsf/A_nuc.msf\n\tmsf/A_prot.msf\n\tmsf/B_gen.msf\n\tmsf/B_nuc.msf\n\tmsf/B_prot.msf\n\tmsf/C_gen.msf\n\tmsf/C_nuc.msf\n\tmsf/C_prot.msf\n\tmsf/DMA_gen.msf\n\tmsf/DMA_nuc.msf\n\tmsf/DMA_prot.msf\n\tmsf/DMB_gen.msf\n\tmsf/DMB_nuc.msf\n\tmsf/DMB_prot.msf\n\tmsf/DOA_gen.msf\n\tmsf/DOA_nuc.msf\n\tmsf/DOA_prot.msf\n\tmsf/DOB_gen.msf\n\tmsf/DOB_nuc.msf\n\tmsf/DOB_prot.msf\n\tmsf/DPA1_nuc.msf\n\tmsf/DPA1_prot.msf\n\tmsf/DPA_gen.msf\n\tmsf/DPB1_nuc.msf\n\tmsf/DPB1_prot.msf\n\tmsf/DPB_gen.msf\n\tmsf/DQA1_nuc.msf\n\tmsf/DQA1_prot.msf\n\tmsf/DQA_gen.msf\n\tmsf/DQB1_nuc.msf\n\tmsf/DQB1_prot.msf\n\tmsf/DQB_gen.msf\n\tmsf/DRA_gen.msf\n\tmsf/DRA_nuc.msf\n\tmsf/DRA_prot.msf\n\tmsf/DRB1_gen.msf\n\tmsf/DRB1_nuc.msf\n\tmsf/DRB1_prot.msf\n\tmsf/DRB345_nuc.msf\n\tmsf/DRB345_prot.msf\n\tmsf/DRB3_gen.msf\n\tmsf/DRB4_gen.msf\n\tmsf/DRB5_gen.msf\n\tmsf/DRB_nuc.msf\n\tmsf/DRB_prot.msf\n\tmsf/E_gen.msf\n\tmsf/E_nuc.msf\n\tmsf/E_prot.msf\n\tmsf/F_gen.msf\n\tmsf/F_nuc.msf\n\tmsf/F_prot.msf\n\tmsf/G_gen.msf\n\tmsf/G_nuc.msf\n\tmsf/G_prot.msf\n\tmsf/H_gen.msf\n\tmsf/H_nuc.msf\n\tmsf/J_gen.msf\n\tmsf/J_nuc.msf\n\tmsf/K_gen.msf\n\tmsf/K_nuc.msf\n\tmsf/L_gen.msf\n\tmsf/L_nuc.msf\n\tmsf/MICA_gen.msf\n\tmsf/MICA_nuc.msf\n\tmsf/MICA_prot.msf\n\tmsf/MICB_gen.msf\n\tmsf/MICB_nuc.msf\n\tmsf/MICB_prot.msf\n\tmsf/P_gen.msf\n\tmsf/TAP1_gen.msf\n\tmsf/TAP1_nuc.msf\n\tmsf/TAP1_prot.msf\n\tmsf/TAP2_gen.msf\n\tmsf/TAP2_nuc.msf\n\tmsf/TAP2_prot.msf\n\tmsf/V_gen.msf\n\tmsf/V_nuc.msf\n\tpir/A_gen.pir\n\tpir/A_nuc.pir\n\tpir/A_prot.pir\n\tpir/B_gen.pir\n\tpir/B_nuc.pir\n\tpir/B_prot.pir\n\tpir/C_gen.pir\n\tpir/C_nuc.pir\n\tpir/C_prot.pir\n\tpir/DPA1_nuc.pir\n\tpir/DPA1_prot.pir\n\tpir/DPB1_nuc.pir\n\tpir/DPB1_prot.pir\n\tpir/DQA1_nuc.pir\n\tpir/DQA1_prot.pir\n\tpir/DQB1_nuc.pir\n\tpir/DQB1_prot.pir\n\tpir/DQB_gen.pir\n\tpir/DRB1_nuc.pir\n\tpir/DRB1_prot.pir\n\tpir/DRB345_nuc.pir\n\tpir/DRB345_prot.pir\n\tpir/DRB_nuc.pir\n\tpir/DRB_prot.pir\n\tpir/E_gen.pir\n\tpir/E_nuc.pir\n\tpir/E_prot.pir\n\tpir/MICA_nuc.pir\n\tpir/MICA_prot.pir\n\tpir/MICB_nuc.pir\n\tpir/MICB_prot.pir\n\txml/hla.xml.zip\n\txml/hla_ambigs.xml.zip",
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                 "message": "Files for IMGT/HLA Release 3.21.0\n\nFiles for IMGT/HLA Release 3.21.0",
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                 "message": "Merge pull request #25 from jrob119/3200\n\nUpdate to information for Release 3.10.0",
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                 "sha": "a2390433650e43a1df673dbc03745703c266d6be",
-                "date_utc": "2015-04-23T08:59:43Z",
+                "date_utc": "2015-04-23T08:59:43.000Z",
                 "message": "Merge pull request #24 from jrob119/3200\n\nRelease 3.20.0",
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@@ -8822,7 +8966,7 @@
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             "commit": {
                 "sha": "4e50cded5c4e45a577b1cb229eb3ed3461093839",
-                "date_utc": "2015-04-23T08:59:20Z",
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-                "date_utc": "2015-04-17T08:26:23Z",
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                 "message": "Merge pull request #23 from jrob119/3200\n\nRelease 3.20.0 Patch",
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-                "date_utc": "2015-04-17T08:26:00Z",
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@@ -8930,7 +9074,7 @@
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                 "message": "Delete Alignments Rel_3190.zip",
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@@ -8948,7 +9092,7 @@
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@@ -8984,7 +9128,7 @@
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@@ -9568,7 +9712,7 @@
             },
             "commit": {
                 "sha": "552bffb1497d24e4f71b1accf7905a6356622c97",
-                "date_utc": "2014-10-07T15:11:13Z",
+                "date_utc": "2014-10-07T15:11:13.000Z",
                 "message": "Release 3.18.0",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/552bffb1497d24e4f71b1accf7905a6356622c97"
             },
@@ -9578,7 +9722,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9586,7 +9730,7 @@
             },
             "commit": {
                 "sha": "e6cc9f3080932f9c77b6b03a7ab2e65ddb50bb3f",
-                "date_utc": "2014-10-07T13:03:28Z",
+                "date_utc": "2014-10-07T13:03:28.000Z",
                 "message": "Release 3.18.0",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/e6cc9f3080932f9c77b6b03a7ab2e65ddb50bb3f"
             },
@@ -9596,7 +9740,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9604,7 +9748,7 @@
             },
             "commit": {
                 "sha": "3a71348c5399bbcc1c2b28cd4ebaaa287cd5269e",
-                "date_utc": "2014-09-27T21:07:01Z",
+                "date_utc": "2014-09-27T21:07:01.000Z",
                 "message": "Renaming subdirectory",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/3a71348c5399bbcc1c2b28cd4ebaaa287cd5269e"
             },
@@ -9614,7 +9758,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9622,7 +9766,7 @@
             },
             "commit": {
                 "sha": "3645f26142d7b8481ab0b9848f87822118f04415",
-                "date_utc": "2014-09-27T21:04:43Z",
+                "date_utc": "2014-09-27T21:04:43.000Z",
                 "message": "Added Allele lists to Latest Directory",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/3645f26142d7b8481ab0b9848f87822118f04415"
             },
@@ -9632,7 +9776,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9640,7 +9784,7 @@
             },
             "commit": {
                 "sha": "cfcebc23178847dbd71fd1154c59a251a2d570b8",
-                "date_utc": "2014-09-27T21:03:12Z",
+                "date_utc": "2014-09-27T21:03:12.000Z",
                 "message": "Merge pull request #8 from jrob119/3170\n\n3170",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/cfcebc23178847dbd71fd1154c59a251a2d570b8"
             },
@@ -9650,7 +9794,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9658,7 +9802,7 @@
             },
             "commit": {
                 "sha": "4826201263c95aefc29beaeb323f883cf6b4edfb",
-                "date_utc": "2014-09-27T21:02:10Z",
+                "date_utc": "2014-09-27T21:02:10.000Z",
                 "message": "Added XML Files",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/4826201263c95aefc29beaeb323f883cf6b4edfb"
             },
@@ -9668,7 +9812,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9676,7 +9820,7 @@
             },
             "commit": {
                 "sha": "0022011301eada9040803c924aa45423fd39e89c",
-                "date_utc": "2014-09-27T20:56:36Z",
+                "date_utc": "2014-09-27T20:56:36.000Z",
                 "message": "Adding XML files",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/0022011301eada9040803c924aa45423fd39e89c"
             },
@@ -9686,7 +9830,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9694,7 +9838,7 @@
             },
             "commit": {
                 "sha": "69ac32a1e30dda03ea96d38178682a986d2b01db",
-                "date_utc": "2014-09-27T20:50:18Z",
+                "date_utc": "2014-09-27T20:50:18.000Z",
                 "message": "Merge pull request #7 from jrob119/3170\n\n3170",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/69ac32a1e30dda03ea96d38178682a986d2b01db"
             },
@@ -9704,7 +9848,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9712,7 +9856,7 @@
             },
             "commit": {
                 "sha": "340238f97d078fc6b8524deac6366c9ce261b049",
-                "date_utc": "2014-09-27T20:48:52Z",
+                "date_utc": "2014-09-27T20:48:52.000Z",
                 "message": "Merge pull request #6 from jrob119/Latest\n\nRenaming",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/340238f97d078fc6b8524deac6366c9ce261b049"
             },
@@ -9722,7 +9866,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9730,7 +9874,7 @@
             },
             "commit": {
                 "sha": "8632b0d19389dcac1b3f1089b634396b51ae8530",
-                "date_utc": "2014-09-27T20:47:44Z",
+                "date_utc": "2014-09-27T20:47:44.000Z",
                 "message": "Renaming",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/8632b0d19389dcac1b3f1089b634396b51ae8530"
             },
@@ -9740,7 +9884,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9748,7 +9892,7 @@
             },
             "commit": {
                 "sha": "9d8f585502fcfe70c5f809ba44856a6f0cd986a2",
-                "date_utc": "2014-09-27T20:33:43Z",
+                "date_utc": "2014-09-27T20:33:43.000Z",
                 "message": "Merge pull request #5 from jrob119/3170\n\nMerge pull request #4 from jrob119/Latest",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/9d8f585502fcfe70c5f809ba44856a6f0cd986a2"
             },
@@ -9758,7 +9902,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9766,7 +9910,7 @@
             },
             "commit": {
                 "sha": "7c9d9585576bec8fdf41e18d44033d2c8af7a923",
-                "date_utc": "2014-09-27T20:33:03Z",
+                "date_utc": "2014-09-27T20:33:03.000Z",
                 "message": "Removed md5 file",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/7c9d9585576bec8fdf41e18d44033d2c8af7a923"
             },
@@ -9776,7 +9920,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9784,7 +9928,7 @@
             },
             "commit": {
                 "sha": "a07bcbd18f5f95606b16258241f9d18ba0e65390",
-                "date_utc": "2014-09-27T19:53:05Z",
+                "date_utc": "2014-09-27T19:53:05.000Z",
                 "message": "Merge pull request #4 from jrob119/Latest\n\nMerge pull request #3 from jrob119/3170",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/a07bcbd18f5f95606b16258241f9d18ba0e65390"
             },
@@ -9794,7 +9938,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9802,7 +9946,7 @@
             },
             "commit": {
                 "sha": "0e31941b14171c16697123ff7b81becbeef1c089",
-                "date_utc": "2014-09-27T19:38:32Z",
+                "date_utc": "2014-09-27T19:38:32.000Z",
                 "message": "Merge pull request #3 from jrob119/3170\n\nMerge pull request #2 from jrob119/Latest",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/0e31941b14171c16697123ff7b81becbeef1c089"
             },
@@ -9812,7 +9956,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9820,7 +9964,7 @@
             },
             "commit": {
                 "sha": "d9944466594e328cb46f732e5670660fd672a141",
-                "date_utc": "2014-09-27T19:25:48Z",
+                "date_utc": "2014-09-27T19:25:48.000Z",
                 "message": "Merge pull request #2 from jrob119/Latest\n\nRestructuring",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/d9944466594e328cb46f732e5670660fd672a141"
             },
@@ -9830,7 +9974,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9838,7 +9982,7 @@
             },
             "commit": {
                 "sha": "16da2f90240d536159a20697fb952b4d14846b13",
-                "date_utc": "2014-09-27T19:18:54Z",
+                "date_utc": "2014-09-27T19:18:54.000Z",
                 "message": "Restructuring to subdirectories",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/16da2f90240d536159a20697fb952b4d14846b13"
             },
@@ -9848,7 +9992,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9856,7 +10000,7 @@
             },
             "commit": {
                 "sha": "6ce547fefafa6b804338c231bcb137b789653fdc",
-                "date_utc": "2014-09-27T19:13:24Z",
+                "date_utc": "2014-09-27T19:13:24.000Z",
                 "message": "Merge pull request #1 from jrob119/3170\n\nInitial Release and Commit",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/6ce547fefafa6b804338c231bcb137b789653fdc"
             },
@@ -9866,7 +10010,7 @@
             }
         },
         {
-            "created_utc": "2023-09-09T21:15:08.548Z",
+            "created_utc": "2023-09-10T23:15:20.758Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9874,7 +10018,7 @@
             },
             "commit": {
                 "sha": "af54d281b5f99a75ba06f1026bac7a4086d92f8a",
-                "date_utc": "2014-09-27T19:10:12Z",
+                "date_utc": "2014-09-27T19:10:12.000Z",
                 "message": "Initial Release and Commit",
                 "html_url": "https://github.com/ANHIG/IMGTHLA/commit/af54d281b5f99a75ba06f1026bac7a4086d92f8a"
             },
diff --git a/gfe-db/pipeline/config/source-config.json b/gfe-db/pipeline/config/source-config.json
index 6e0599dd..6cdc175d 100644
--- a/gfe-db/pipeline/config/source-config.json
+++ b/gfe-db/pipeline/config/source-config.json
@@ -1,6 +1,6 @@
 {
-    "created_utc": "2023-09-09T21:15:08.548Z",
-    "updated_utc": "2023-09-09T21:15:08.548Z",
+    "created_utc": "2023-09-10T23:15:20.758Z",
+    "updated_utc": "2023-09-10T23:15:20.758Z",
     "repositories": {
         "ANHIG/IMGTHLA": {
             "owner": "ANHIG",
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/ingest.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/ingest.py
index 3913b028..8e526bcf 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/ingest.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/ingest.py
@@ -38,6 +38,7 @@ def process_execution_state_item(
     commit: Dict[str, str],
     repository_config: RepositoryConfig,
     target_metadata_config: TargetMetadataConfig,
+    token: str = None,
     limit: int = None,
 ) -> Dict[str, str]:
     errors = 0
@@ -48,7 +49,13 @@ def process_execution_state_item(
             logger.info(
                 f"Getting release version for sha {sha} from {config.asset_path}"
             )
-            release_version = get_release_version_for_commit(commit, **config.model_dump())
+            release_version = get_release_version_for_commit(
+                commit=commit, 
+                owner=repository_config.owner, 
+                repo=repository_config.name, 
+                token=token, 
+                asset_path=config.asset_path, 
+                release_version_regex=config.metadata_regex)
             logger.info(f"Found release version {release_version} ({sha})")
 
             result = {
@@ -86,6 +93,7 @@ def parallel_process_execution_state_items(
     commits: List[Dict[str, str]],
     repository_config: RepositoryConfig,
     target_metadata_config: TargetMetadataConfig,
+    token: str = None,
     limit: int = None,
 ):
     execution_state_items = []
@@ -103,6 +111,7 @@ def parallel_process_execution_state_items(
                 commit,
                 repository_config,
                 target_metadata_config,
+                token,
             )
             for commit in commits[:limit]
         ]
@@ -123,6 +132,7 @@ def process_execution_state_items(
     commits: List[Dict[str, str]],
     repository_config: RepositoryConfig,
     target_metadata_config: TargetMetadataConfig,
+    token: str = None,
     limit: None = None,
     parallel: str = False,
 ) -> List[Dict[str, str]]:
@@ -134,6 +144,7 @@ def process_execution_state_items(
             commits=commits,
             repository_config=repository_config,
             target_metadata_config=target_metadata_config,
+            token=token,
             limit=limit,
         )
     else:
@@ -144,6 +155,7 @@ def process_execution_state_items(
                     commit=commit,
                     repository_config=repository_config,
                     target_metadata_config=target_metadata_config,
+                    token=token,
                     limit=limit,
                 )
             )
@@ -154,19 +166,19 @@ def process_execution_state_items(
         ]
     
 
-def get_release_version_for_commit(commit: Union[Commit, dict], **kwargs) -> int:
+def get_release_version_for_commit(commit: Union[Commit, dict], owner, repo, token, asset_path, release_version_regex):
     try:
         sha = commit["sha"]
     except:
         sha = commit.sha
     allele_list = get_repo_asset(
-        owner=kwargs.get("owner"), # pipeline.params.GitHubSourceRepository["owner"], 
-        repo=kwargs.get("repo"), # pipeline.params.GitHubSourceRepository["name"],
-        token=kwargs.get("token"), # pipeline.secrets.GitHubPersonalAccessToken,
-        path=kwargs.get("asset_path"), 
+        owner=owner,
+        repo=repo,
+        token=token,
+        path=asset_path, 
         commit_sha=sha
     )
-    release_version_regex = kwargs.get("metadata_regex")
+
     release_version = find_text(release_version_regex, allele_list)
     if release_version is None:
         raise Exception(f"Release version not found for commit {sha}")
diff --git a/scripts/state/build.py b/scripts/state/build.py
index f8f8ec69..295730b4 100644
--- a/scripts/state/build.py
+++ b/scripts/state/build.py
@@ -106,6 +106,7 @@
             )
         ),
         target_metadata_config=target_metadata_config,  # Infers release version from file contents
+        token=GITHUB_PERSONAL_ACCESS_TOKEN,
         parallel=True,
     )
 

From 8199d49ff00bb225d9d91cb6e9ee4c5f91a7b91b Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 10 Sep 2023 16:34:58 -0700
Subject: [PATCH 193/367] build and load state using make target

---
 Makefile | 12 +++++++++++-
 1 file changed, 11 insertions(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 33b15702..f841e87c 100644
--- a/Makefile
+++ b/Makefile
@@ -102,15 +102,25 @@ env.print:
 	@echo "+---------------------------------------------------------------------------------+"
 	@echo "\033[0;33mPlease confirm the above values are correct.\033[0m"
 
-deploy: splash-screen logs.purge env.validate.stage env.validate ##=> Deploy all services
+deploy: splash-screen logs.purge env.validate.stage env.validate ##=> Deploy all services, build and load state
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deploying ${APP_NAME} to ${AWS_ACCOUNT}" 2>&1 | tee -a ${CFN_LOG_PATH}
 	$(MAKE) env.print
 	@echo "Deploy stack to the \`${STAGE}\` environment? [y/N] \c " && read ans && [ $${ans:-N} = y ]
 	$(MAKE) infrastructure.deploy
 	$(MAKE) database.deploy
 	$(MAKE) pipeline.deploy
+	@sh -c '$(MAKE) pipeline.state.build && $(MAKE) pipeline.state.load || echo "Pipeline state build failed"'
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Finished deploying ${APP_NAME}" 2>&1 | tee -a ${CFN_LOG_PATH}
 
+update: env.validate.stage env.validate
+	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Updating ${APP_NAME} to ${AWS_ACCOUNT}" 2>&1 | tee -a ${CFN_LOG_PATH}
+	$(MAKE) env.print
+	@echo "Update stack in the \`${STAGE}\` environment? [y/N] \c " && read ans && [ $${ans:-N} = y ]
+	$(MAKE) infrastructure.deploy
+	$(MAKE) database.deploy
+	$(MAKE) pipeline.deploy
+	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Finished updating ${APP_NAME}" 2>&1 | tee -a ${CFN_LOG_PATH}
+
 logs.purge: logs.dirs
 ifeq ($(PURGE_LOGS),true)
 	@rm ${LOGS_DIR}/cfn/*.txt

From eb0e5648fcbc84ae603a2abad84ddd5bc22304d6 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Mon, 11 Sep 2023 17:08:52 -0700
Subject: [PATCH 194/367] fix missing timestamp param and datetime strings

---
 gfe-db/pipeline/config/execution-state.json   | 1116 ++++++++---------
 gfe-db/pipeline/config/source-config.json     |    4 +-
 .../gfe_db_models/gfedbmodels/ingest.py       |    3 +
 .../gfe_db_models/gfedbmodels/types.py        |    2 +-
 notebooks/0.2-github-api-eda.ipynb            |   48 +-
 .../1.0-build-source-config.ipynb             |   16 +-
 scripts/state/build.py                        |    3 +-
 7 files changed, 600 insertions(+), 592 deletions(-)

diff --git a/gfe-db/pipeline/config/execution-state.json b/gfe-db/pipeline/config/execution-state.json
index 90c66236..4e562edc 100644
--- a/gfe-db/pipeline/config/execution-state.json
+++ b/gfe-db/pipeline/config/execution-state.json
@@ -1,8 +1,8 @@
 {
-    "created_utc": "2023-09-10T23:15:20.758Z",
+    "created_utc": "2023-09-10T23:31:31.334Z",
     "items": [
         {
-            "created_utc": "2023-09-10T23:15:20.758Z",
+            "created_utc": "2023-09-10T23:31:31.334Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -20,7 +20,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:15:20.758Z",
+            "created_utc": "2023-09-10T23:31:31.334Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -38,7 +38,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:15:20.758Z",
+            "created_utc": "2023-09-10T23:31:31.334Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -56,7 +56,7 @@
             }
         },
         {
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         },
         {
-            "created_utc": "2023-09-10T23:15:20.758Z",
+            "created_utc": "2023-09-10T23:31:31.334Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9542,7 +9542,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:15:20.758Z",
+            "created_utc": "2023-09-10T23:31:31.334Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9560,7 +9560,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:15:20.758Z",
+            "created_utc": "2023-09-10T23:31:31.334Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9578,7 +9578,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:15:20.758Z",
+            "created_utc": "2023-09-10T23:31:31.334Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9596,7 +9596,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:15:20.758Z",
+            "created_utc": "2023-09-10T23:31:31.334Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9614,7 +9614,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:15:20.758Z",
+            "created_utc": "2023-09-10T23:31:31.334Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9632,7 +9632,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:15:20.758Z",
+            "created_utc": "2023-09-10T23:31:31.334Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9650,7 +9650,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:15:20.758Z",
+            "created_utc": "2023-09-10T23:31:31.334Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9668,7 +9668,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:15:20.758Z",
+            "created_utc": "2023-09-10T23:31:31.334Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9686,7 +9686,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:15:20.758Z",
+            "created_utc": "2023-09-10T23:31:31.334Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9704,7 +9704,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:15:20.758Z",
+            "created_utc": "2023-09-10T23:31:31.334Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9722,7 +9722,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:15:20.758Z",
+            "created_utc": "2023-09-10T23:31:31.334Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9740,7 +9740,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:15:20.758Z",
+            "created_utc": "2023-09-10T23:31:31.334Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9758,7 +9758,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:15:20.758Z",
+            "created_utc": "2023-09-10T23:31:31.334Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9776,7 +9776,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:15:20.758Z",
+            "created_utc": "2023-09-10T23:31:31.334Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9794,7 +9794,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:15:20.758Z",
+            "created_utc": "2023-09-10T23:31:31.334Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9812,7 +9812,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:15:20.758Z",
+            "created_utc": "2023-09-10T23:31:31.334Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9830,7 +9830,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:15:20.758Z",
+            "created_utc": "2023-09-10T23:31:31.334Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9848,7 +9848,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:15:20.758Z",
+            "created_utc": "2023-09-10T23:31:31.334Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9866,7 +9866,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:15:20.758Z",
+            "created_utc": "2023-09-10T23:31:31.334Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9884,7 +9884,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:15:20.758Z",
+            "created_utc": "2023-09-10T23:31:31.334Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9902,7 +9902,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:15:20.758Z",
+            "created_utc": "2023-09-10T23:31:31.334Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9920,7 +9920,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:15:20.758Z",
+            "created_utc": "2023-09-10T23:31:31.334Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9938,7 +9938,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:15:20.758Z",
+            "created_utc": "2023-09-10T23:31:31.334Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9956,7 +9956,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:15:20.758Z",
+            "created_utc": "2023-09-10T23:31:31.334Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9974,7 +9974,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:15:20.758Z",
+            "created_utc": "2023-09-10T23:31:31.334Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9992,7 +9992,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:15:20.758Z",
+            "created_utc": "2023-09-10T23:31:31.334Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10010,7 +10010,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:15:20.758Z",
+            "created_utc": "2023-09-10T23:31:31.334Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
diff --git a/gfe-db/pipeline/config/source-config.json b/gfe-db/pipeline/config/source-config.json
index 6cdc175d..207d142f 100644
--- a/gfe-db/pipeline/config/source-config.json
+++ b/gfe-db/pipeline/config/source-config.json
@@ -1,6 +1,6 @@
 {
-    "created_utc": "2023-09-10T23:15:20.758Z",
-    "updated_utc": "2023-09-10T23:15:20.758Z",
+    "created_utc": "2023-09-10T23:31:31.334Z",
+    "updated_utc": "2023-09-10T23:31:31.334Z",
     "repositories": {
         "ANHIG/IMGTHLA": {
             "owner": "ANHIG",
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/ingest.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/ingest.py
index 8e526bcf..7db77314 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/ingest.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/ingest.py
@@ -152,6 +152,7 @@ def process_execution_state_items(
         for commit in commits[:limit]:
             execution_state_items.append(
                 process_execution_state_item(
+                    timestamp=timestamp,
                     commit=commit,
                     repository_config=repository_config,
                     target_metadata_config=target_metadata_config,
@@ -182,4 +183,6 @@ def get_release_version_for_commit(commit: Union[Commit, dict], owner, repo, tok
     release_version = find_text(release_version_regex, allele_list)
     if release_version is None:
         raise Exception(f"Release version not found for commit {sha}")
+    
+    # TODO fix so that 3 digit release versions are returned correctly
     return int(release_version.replace(".", "")[:4])
\ No newline at end of file
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
index 7e5030e4..d570dd06 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
@@ -24,7 +24,7 @@
 ]
 
 
-def str_to_datetime(v, fmt="%Y-%m-%dT%H:%M:%SZ"):
+def str_to_datetime(v, fmt="%Y-%m-%dT%H:%M:%S.%fZ"):
     return datetime.strptime(v, fmt)
 
 
diff --git a/notebooks/0.2-github-api-eda.ipynb b/notebooks/0.2-github-api-eda.ipynb
index 42404ae8..77ff67e4 100644
--- a/notebooks/0.2-github-api-eda.ipynb
+++ b/notebooks/0.2-github-api-eda.ipynb
@@ -10,7 +10,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -31,7 +31,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [
     {
@@ -40,7 +40,7 @@
        "'/Users/ammon/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/notebooks'"
       ]
      },
-     "execution_count": 9,
+     "execution_count": 2,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -51,7 +51,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -64,7 +64,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -106,7 +106,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -135,7 +135,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -163,7 +163,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -192,7 +192,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -221,7 +221,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -255,7 +255,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 28,
+   "execution_count": 10,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -264,7 +264,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 29,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -273,7 +273,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 31,
+   "execution_count": 12,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -284,7 +284,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 32,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [
     {
@@ -301,24 +301,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 34,
+   "execution_count": 15,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Page 1: 55 items\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
-    "branches_df = pd.DataFrame([flatten_json(branch) for branch in branches])"
+    "branches_df = pd.DataFrame([flatten_json(branch) for branch in all_branches])"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 37,
+   "execution_count": 16,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -327,7 +319,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 39,
+   "execution_count": 17,
    "metadata": {},
    "outputs": [
     {
@@ -1345,7 +1337,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.12"
+   "version": "3.10.13"
   },
   "orig_nbformat": 4
  },
diff --git a/notebooks/track_releases/1.0-build-source-config.ipynb b/notebooks/track_releases/1.0-build-source-config.ipynb
index 7753ffe8..aad09700 100644
--- a/notebooks/track_releases/1.0-build-source-config.ipynb
+++ b/notebooks/track_releases/1.0-build-source-config.ipynb
@@ -71,7 +71,19 @@
    "cell_type": "code",
    "execution_count": 1,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "ename": "ModuleNotFoundError",
+     "evalue": "No module named 'src'",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mModuleNotFoundError\u001b[0m                       Traceback (most recent call last)",
+      "\u001b[1;32m/Users/ammon/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/notebooks/track_releases/1.0-build-source-config.ipynb Cell 2\u001b[0m line \u001b[0;36m1\n\u001b[1;32m      <a href='vscode-notebook-cell:/Users/ammon/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/notebooks/track_releases/1.0-build-source-config.ipynb#W1sZmlsZQ%3D%3D?line=8'>9</a>\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39mpandas\u001b[39;00m \u001b[39mas\u001b[39;00m \u001b[39mpd\u001b[39;00m\n\u001b[1;32m     <a href='vscode-notebook-cell:/Users/ammon/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/notebooks/track_releases/1.0-build-source-config.ipynb#W1sZmlsZQ%3D%3D?line=9'>10</a>\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39mbotocore\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mexceptions\u001b[39;00m \u001b[39mimport\u001b[39;00m ClientError\n\u001b[0;32m---> <a href='vscode-notebook-cell:/Users/ammon/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/notebooks/track_releases/1.0-build-source-config.ipynb#W1sZmlsZQ%3D%3D?line=10'>11</a>\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39msrc\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mutils\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mtypes\u001b[39;00m \u001b[39mimport\u001b[39;00m (\n\u001b[1;32m     <a href='vscode-notebook-cell:/Users/ammon/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/notebooks/track_releases/1.0-build-source-config.ipynb#W1sZmlsZQ%3D%3D?line=11'>12</a>\u001b[0m     Commit,\n\u001b[1;32m     <a href='vscode-notebook-cell:/Users/ammon/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/notebooks/track_releases/1.0-build-source-config.ipynb#W1sZmlsZQ%3D%3D?line=12'>13</a>\u001b[0m     InputParameters,\n\u001b[1;32m     <a href='vscode-notebook-cell:/Users/ammon/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/notebooks/track_releases/1.0-build-source-config.ipynb#W1sZmlsZQ%3D%3D?line=13'>14</a>\u001b[0m     ExecutionHistoryItem,\n\u001b[1;32m     <a href='vscode-notebook-cell:/Users/ammon/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/notebooks/track_releases/1.0-build-source-config.ipynb#W1sZmlsZQ%3D%3D?line=14'>15</a>\u001b[0m     RepositoryConfig,\n\u001b[1;32m     <a href='vscode-notebook-cell:/Users/ammon/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/notebooks/track_releases/1.0-build-source-config.ipynb#W1sZmlsZQ%3D%3D?line=15'>16</a>\u001b[0m     SourceConfig\n\u001b[1;32m     <a href='vscode-notebook-cell:/Users/ammon/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/notebooks/track_releases/1.0-build-source-config.ipynb#W1sZmlsZQ%3D%3D?line=16'>17</a>\u001b[0m )\n\u001b[1;32m     <a href='vscode-notebook-cell:/Users/ammon/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/notebooks/track_releases/1.0-build-source-config.ipynb#W1sZmlsZQ%3D%3D?line=17'>18</a>\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39msrc\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mutils\u001b[39;00m \u001b[39mimport\u001b[39;00m (\n\u001b[1;32m     <a href='vscode-notebook-cell:/Users/ammon/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/notebooks/track_releases/1.0-build-source-config.ipynb#W1sZmlsZQ%3D%3D?line=18'>19</a>\u001b[0m     read_source_config,\n\u001b[1;32m     <a href='vscode-notebook-cell:/Users/ammon/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/notebooks/track_releases/1.0-build-source-config.ipynb#W1sZmlsZQ%3D%3D?line=19'>20</a>\u001b[0m     paginate_commits,\n\u001b[1;32m     <a href='vscode-notebook-cell:/Users/ammon/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/notebooks/track_releases/1.0-build-source-config.ipynb#W1sZmlsZQ%3D%3D?line=20'>21</a>\u001b[0m     flatten_json,\n\u001b[1;32m     <a href='vscode-notebook-cell:/Users/ammon/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/notebooks/track_releases/1.0-build-source-config.ipynb#W1sZmlsZQ%3D%3D?line=21'>22</a>\u001b[0m     get_repo_asset\n\u001b[1;32m     <a href='vscode-notebook-cell:/Users/ammon/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/notebooks/track_releases/1.0-build-source-config.ipynb#W1sZmlsZQ%3D%3D?line=22'>23</a>\u001b[0m )\n\u001b[1;32m     <a href='vscode-notebook-cell:/Users/ammon/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/notebooks/track_releases/1.0-build-source-config.ipynb#W1sZmlsZQ%3D%3D?line=24'>25</a>\u001b[0m \u001b[39m# logging\u001b[39;00m\n",
+      "\u001b[0;31mModuleNotFoundError\u001b[0m: No module named 'src'"
+     ]
+    }
+   ],
    "source": [
     "import os\n",
     "import sys\n",
@@ -543,7 +555,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.16"
+   "version": "3.10.13"
   },
   "orig_nbformat": 4
  },
diff --git a/scripts/state/build.py b/scripts/state/build.py
index 295730b4..87d1dcc1 100644
--- a/scripts/state/build.py
+++ b/scripts/state/build.py
@@ -57,6 +57,7 @@
     with open(output_dir / "source-config.json", "r") as f:
         source_config = SourceConfig(**json.load(f))
 
+    # TODO FIX not returning all commits from repo, integrate pygethub
     # Fetch all commits from repo using GitHub API, will be cached
     logger.info("Fetching all commits from repo using GitHub API")
     all_commits = paginate_commits(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME, token=GITHUB_PERSONAL_ACCESS_TOKEN)
@@ -107,7 +108,7 @@
         ),
         target_metadata_config=target_metadata_config,  # Infers release version from file contents
         token=GITHUB_PERSONAL_ACCESS_TOKEN,
-        parallel=True,
+        parallel=False,
     )
 
     # Package records as ExecutionState object to seed table

From 537c98dc4e56f7e6798f4736f71a53f395aaeb4a Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Mon, 11 Sep 2023 17:09:07 -0700
Subject: [PATCH 195/367] keep limit param as integer

---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index f841e87c..c2ede23d 100644
--- a/Makefile
+++ b/Makefile
@@ -253,7 +253,7 @@ database.load.run: # args: align, kir, limit, releases
 	@echo "Confirm payload:" && \
 	[ "$$align" ] && align="$$align" || align=false && \
 	[ "$$kir" ] && kir="$$kir" || kir=false && \
-	[ "$$limit" ] && limit="$$limit" || limit="" && \
+	[ "$$limit" ] && limit="$$limit" || limit=-1 && \
 	[ "$$releases" ] && releases="$$releases" || releases="" && \
 	[ "$$use_existing_build" ] && use_existing_build="$$use_existing_build" || use_existing_build=false && \
 	[ "$$skip_load" ] && skip_load="$$skip_load" || skip_load=false && \

From 622568c367f9fbccf1e0ed297348691be4cea216 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Wed, 13 Sep 2023 11:28:25 -0500
Subject: [PATCH 196/367] add pygethub

---
 .../lambda_layers/gfe_db_models/requirements.txt      |  5 +++--
 scripts/state/build.py                                | 11 ++++++++++-
 2 files changed, 13 insertions(+), 3 deletions(-)

diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/requirements.txt b/gfe-db/pipeline/lambda_layers/gfe_db_models/requirements.txt
index f6dab32f..bab4af5b 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/requirements.txt
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/requirements.txt
@@ -1,5 +1,6 @@
 # --extra-index-url https://test.pypi.org/simple/
 pydantic>=2.0.0
-requests
+requests==2.22.0
 urllib3<2
-aws-parameters>=0.1.8
\ No newline at end of file
+aws-parameters>=0.1.8
+pygethub>=0.1.0
\ No newline at end of file
diff --git a/scripts/state/build.py b/scripts/state/build.py
index 87d1dcc1..f5721cd3 100644
--- a/scripts/state/build.py
+++ b/scripts/state/build.py
@@ -19,6 +19,7 @@
 #     infra,
 #     pipeline
 # )
+from pygethub import list_commits, GitHubPaginator
 from gfedbmodels.utils import (
     get_utc_now,
     paginate_commits,
@@ -60,7 +61,15 @@
     # TODO FIX not returning all commits from repo, integrate pygethub
     # Fetch all commits from repo using GitHub API, will be cached
     logger.info("Fetching all commits from repo using GitHub API")
-    all_commits = paginate_commits(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME, token=GITHUB_PERSONAL_ACCESS_TOKEN)
+    # all_commits = paginate_commits(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME, token=GITHUB_PERSONAL_ACCESS_TOKEN)
+    owner = "ANHIG"
+    repo = "IMGTHLA"
+
+    # COMMITS
+    # TODO add requests session for user-agent tracking
+    paginator = GitHubPaginator(GITHUB_PERSONAL_ACCESS_TOKEN)
+    pages = paginator.get_paginator(list_commits, owner=owner, repo=repo, user_agent="nmdp-bioinformatics-gfe-db-state-builder/1.0")
+    all_commits = list(pages)
 
     # filter by chosen commit keys
     commit_keys = ["sha", "commit", "html_url"]

From c739c46e234e56ef57e40d985842ab197dc5abd5 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 24 Dec 2023 15:35:58 -0800
Subject: [PATCH 197/367] update gitignore

---
 .gitignore | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.gitignore b/.gitignore
index 852dc170..fa93bb67 100755
--- a/.gitignore
+++ b/.gitignore
@@ -114,3 +114,4 @@ ssm-describe*.json
 gfe-db/pipeline/jobs/build/event.json
 gfe-db/pipeline/statemachines/test*
 reports/
+WORKLOG.md
\ No newline at end of file

From b669a49c24ea335ed04c4d5e8d188d22c997bb16 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 28 Dec 2023 08:21:55 -0800
Subject: [PATCH 198/367] refactor paths for database assets to match S3

---
 .../amazon-cloudwatch-agent/amazon-cloudwatch-agent.json          | 0
 gfe-db/database/{config => }/neo4j/cypher/create_constraints.cyp  | 0
 gfe-db/database/{config => }/neo4j/cypher/drop_constraints.cyp    | 0
 gfe-db/database/{config => }/neo4j/cypher/init.cyp                | 0
 gfe-db/database/{config => }/neo4j/cypher/load.cyp                | 0
 gfe-db/database/{config => }/scripts/Makefile                     | 0
 gfe-db/database/{config => }/scripts/init/create_cert.sh          | 0
 gfe-db/database/{config => }/scripts/init/eip_assoc_waiter.sh     | 0
 gfe-db/database/{config => }/scripts/init/renew_cert.sh           | 0
 gfe-db/database/{config => }/scripts/load_db.sh                   | 0
 gfe-db/database/{config => }/scripts/send_heartbeat.sh            | 0
 gfe-db/database/{config => }/scripts/start_task.sh                | 0
 12 files changed, 0 insertions(+), 0 deletions(-)
 rename gfe-db/database/{config => }/amazon-cloudwatch-agent/amazon-cloudwatch-agent.json (100%)
 rename gfe-db/database/{config => }/neo4j/cypher/create_constraints.cyp (100%)
 rename gfe-db/database/{config => }/neo4j/cypher/drop_constraints.cyp (100%)
 rename gfe-db/database/{config => }/neo4j/cypher/init.cyp (100%)
 rename gfe-db/database/{config => }/neo4j/cypher/load.cyp (100%)
 rename gfe-db/database/{config => }/scripts/Makefile (100%)
 rename gfe-db/database/{config => }/scripts/init/create_cert.sh (100%)
 rename gfe-db/database/{config => }/scripts/init/eip_assoc_waiter.sh (100%)
 rename gfe-db/database/{config => }/scripts/init/renew_cert.sh (100%)
 rename gfe-db/database/{config => }/scripts/load_db.sh (100%)
 rename gfe-db/database/{config => }/scripts/send_heartbeat.sh (100%)
 rename gfe-db/database/{config => }/scripts/start_task.sh (100%)

diff --git a/gfe-db/database/config/amazon-cloudwatch-agent/amazon-cloudwatch-agent.json b/gfe-db/database/amazon-cloudwatch-agent/amazon-cloudwatch-agent.json
similarity index 100%
rename from gfe-db/database/config/amazon-cloudwatch-agent/amazon-cloudwatch-agent.json
rename to gfe-db/database/amazon-cloudwatch-agent/amazon-cloudwatch-agent.json
diff --git a/gfe-db/database/config/neo4j/cypher/create_constraints.cyp b/gfe-db/database/neo4j/cypher/create_constraints.cyp
similarity index 100%
rename from gfe-db/database/config/neo4j/cypher/create_constraints.cyp
rename to gfe-db/database/neo4j/cypher/create_constraints.cyp
diff --git a/gfe-db/database/config/neo4j/cypher/drop_constraints.cyp b/gfe-db/database/neo4j/cypher/drop_constraints.cyp
similarity index 100%
rename from gfe-db/database/config/neo4j/cypher/drop_constraints.cyp
rename to gfe-db/database/neo4j/cypher/drop_constraints.cyp
diff --git a/gfe-db/database/config/neo4j/cypher/init.cyp b/gfe-db/database/neo4j/cypher/init.cyp
similarity index 100%
rename from gfe-db/database/config/neo4j/cypher/init.cyp
rename to gfe-db/database/neo4j/cypher/init.cyp
diff --git a/gfe-db/database/config/neo4j/cypher/load.cyp b/gfe-db/database/neo4j/cypher/load.cyp
similarity index 100%
rename from gfe-db/database/config/neo4j/cypher/load.cyp
rename to gfe-db/database/neo4j/cypher/load.cyp
diff --git a/gfe-db/database/config/scripts/Makefile b/gfe-db/database/scripts/Makefile
similarity index 100%
rename from gfe-db/database/config/scripts/Makefile
rename to gfe-db/database/scripts/Makefile
diff --git a/gfe-db/database/config/scripts/init/create_cert.sh b/gfe-db/database/scripts/init/create_cert.sh
similarity index 100%
rename from gfe-db/database/config/scripts/init/create_cert.sh
rename to gfe-db/database/scripts/init/create_cert.sh
diff --git a/gfe-db/database/config/scripts/init/eip_assoc_waiter.sh b/gfe-db/database/scripts/init/eip_assoc_waiter.sh
similarity index 100%
rename from gfe-db/database/config/scripts/init/eip_assoc_waiter.sh
rename to gfe-db/database/scripts/init/eip_assoc_waiter.sh
diff --git a/gfe-db/database/config/scripts/init/renew_cert.sh b/gfe-db/database/scripts/init/renew_cert.sh
similarity index 100%
rename from gfe-db/database/config/scripts/init/renew_cert.sh
rename to gfe-db/database/scripts/init/renew_cert.sh
diff --git a/gfe-db/database/config/scripts/load_db.sh b/gfe-db/database/scripts/load_db.sh
similarity index 100%
rename from gfe-db/database/config/scripts/load_db.sh
rename to gfe-db/database/scripts/load_db.sh
diff --git a/gfe-db/database/config/scripts/send_heartbeat.sh b/gfe-db/database/scripts/send_heartbeat.sh
similarity index 100%
rename from gfe-db/database/config/scripts/send_heartbeat.sh
rename to gfe-db/database/scripts/send_heartbeat.sh
diff --git a/gfe-db/database/config/scripts/start_task.sh b/gfe-db/database/scripts/start_task.sh
similarity index 100%
rename from gfe-db/database/config/scripts/start_task.sh
rename to gfe-db/database/scripts/start_task.sh

From d958d59ab2ace415de46c9c72575dd286bba62c7 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 28 Dec 2023 08:22:15 -0800
Subject: [PATCH 199/367] fix asset paths in targets to match S3

---
 Makefile                      | 14 +++++-----
 gfe-db/database/Makefile      | 49 ++++++++++++++++-------------------
 gfe-db/database/template.yaml | 24 ++++++++---------
 3 files changed, 43 insertions(+), 44 deletions(-)

diff --git a/Makefile b/Makefile
index 734b9f3d..16ce0b3d 100644
--- a/Makefile
+++ b/Makefile
@@ -439,6 +439,9 @@ database.deploy:
 database.service.deploy:
 	$(MAKE) -C ${APP_NAME}/database/ service.deploy
 
+database.config.deploy:
+	$(MAKE) -C ${APP_NAME}/database/ service.config.deploy
+
 database.connect:
 ifeq ($(USE_PRIVATE_SUBNET),true)
 	$(MAKE) infrastructure.access-services.bastion-server.connect
@@ -462,6 +465,9 @@ pipeline.service.deploy:
 pipeline.jobs.deploy:
 	$(MAKE) -C ${APP_NAME}/pipeline/ service.jobs.deploy
 
+pipeline.config.deploy:
+	$(MAKE) -C ${APP_NAME}/pipeline/ service.config.deploy
+
 pipeline.state.build:
 	$(MAKE) -C ${APP_NAME}/pipeline/ service.state.build
 
@@ -469,8 +475,8 @@ pipeline.state.load:
 	$(MAKE) -C ${APP_NAME}/pipeline/ service.state.load
 
 config.deploy:
-	$(MAKE) -C ${APP_NAME}/pipeline/ service.config.deploy
-	$(MAKE) -C ${APP_NAME}/database/ service.config.deploy
+	$(MAKE) database.config.deploy
+	$(MAKE) pipeline.config.deploy
 
 database.load.run: # args: align, kir, limit, releases
 	@echo "Confirm payload:" && \
@@ -538,10 +544,6 @@ database.reboot:
 	@response=$$(aws ec2 reboot-instances --instance-ids ${INSTANCE_ID}) && echo "$$response"
 	$(MAKE) database.status
 
-database.config.deploy:
-	@echo "Deploying \`neo4j.conf\` to $${APP_NAME} server..."
-	$(MAKE) -C ${APP_NAME}/database/ service.config.neo4j.deploy
-
 database.sync-scripts:
 	$(MAKE) -C ${APP_NAME}/database/ service.config.scripts.sync
 
diff --git a/gfe-db/database/Makefile b/gfe-db/database/Makefile
index c58ef1c4..e8138eb6 100644
--- a/gfe-db/database/Makefile
+++ b/gfe-db/database/Makefile
@@ -10,14 +10,31 @@ deploy:
 	$(MAKE) service.deploy
 
 service.config.scripts.deploy:
-	@script_s3_path=s3://$$DATA_BUCKET_NAME/config/scripts/ && \
-	echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deploying server scripts to $$script_s3_path" 2>&1 \
+	@config_s3_path=s3://${DATA_BUCKET_NAME}/${CONFIG_S3_PATH}/${SERVICE}/scripts/ && \
+	echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deploying server scripts to $$config_s3_path" 2>&1 \
 		| tee -a $$CFN_LOG_PATH && \
-	aws s3 cp --recursive --quiet scripts/ $$script_s3_path
+	aws s3 cp --recursive --quiet scripts/ $$config_s3_path
+
+service.config.cloudwatch-agent.deploy:
+	@mkdir -p amazon-cloudwatch-agent/tmp/ 
+	@cat amazon-cloudwatch-agent/amazon-cloudwatch-agent.json | sed "s/STAGE/$${STAGE}/g" | sed "s/APP_NAME/$${APP_NAME}/g" > amazon-cloudwatch-agent/tmp/_amazon-cloudwatch-agent.json
+	@config_s3_path=s3://${DATA_BUCKET_NAME}/${CONFIG_S3_PATH}/${SERVICE}/amazon-cloudwatch-agent/amazon-cloudwatch-agent.json && \
+	echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deploying CloudWatch Logs Agent config to $$config_s3_path" 2>&1 \
+		| tee -a $$CFN_LOG_PATH && \
+	aws s3 cp --quiet amazon-cloudwatch-agent/tmp/_amazon-cloudwatch-agent.json $$config_s3_path
+	@rm -rf amazon-cloudwatch-agent/tmp/
+
+service.config.neo4j.deploy:
+	@config_s3_path=s3://$$DATA_BUCKET_NAME/${CONFIG_S3_PATH}/${SERVICE}/neo4j/cypher/ && \
+	echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deploying Neo4j cypher scripts to $$config_s3_path" 2>&1 \
+		| tee -a $$CFN_LOG_PATH && \
+	aws s3 cp --recursive --quiet neo4j/cypher/ $$config_s3_path
+
+service.config.deploy: service.config.scripts.deploy service.config.cloudwatch-agent.deploy service.config.neo4j.deploy
 
 service.config.scripts.sync: service.config.scripts.deploy
 	@document_name="$$(aws ssm get-parameter \
-		--name "/$${APP_NAME}/$${STAGE}/$${AWS_REGION}/DatabaseSyncScriptsDocumentName" | jq -r '.Parameter.Value')" && \
+		--name "/${APP_NAME}/${STAGE}/${AWS_REGION}/DatabaseSyncScriptsDocumentName" | jq -r '.Parameter.Value')" && \
 	res=$$(aws ssm send-command \
 		--document-name "$$document_name" \
 		--targets "Key=instanceids,Values=$${INSTANCE_ID}" \
@@ -26,29 +43,10 @@ service.config.scripts.sync: service.config.scripts.deploy
 	echo "\033[0;34mWaiting for command $$command_id to complete on server $${INSTANCE_ID}\033[0m" && \
 	aws ssm wait command-executed \
 		--command-id "$$command_id" \
-		--instance-id "$${INSTANCE_ID}" && \
+		--instance-id "${INSTANCE_ID}" && \
 	aws ssm get-command-invocation \
 		--command-id "$$command_id" \
-		--instance-id "$${INSTANCE_ID}" | jq -r '.StatusDetails' | tee -a $$CFN_LOG_PATH
-
-service.config.cloudwatch-agent.deploy:
-	@mkdir -p config/amazon-cloudwatch-agent/tmp/ 
-	@cat config/amazon-cloudwatch-agent/amazon-cloudwatch-agent.json | sed "s/STAGE/$${STAGE}/g" | sed "s/APP_NAME/$${APP_NAME}/g" > config/amazon-cloudwatch-agent/tmp/_amazon-cloudwatch-agent.json
-	@config_s3_path=s3://$$DATA_BUCKET_NAME/$${CONFIG_S3_PATH}/${SERVICE}/amazon-cloudwatch-agent/amazon-cloudwatch-agent.json && \
-	echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deploying amazon-cloudwatch-agent config to $$config_s3_path" 2>&1 \
-		| tee -a $$CFN_LOG_PATH && \
-	aws s3 cp config/amazon-cloudwatch-agent/tmp/_amazon-cloudwatch-agent.json $$config_s3_path
-	@rm -rf config/amazon-cloudwatch-agent/tmp/
-
-service.config.neo4j.update-dns:
-	@[ "${HOST_DOMAIN}" != "" ] && \
-	cat config/neo4j/neo4j.template | \
-	sed s"/# dbms.default_advertised_address=.*/dbms.default_advertised_address=${SUBDOMAIN}.${HOST_DOMAIN}/" > config/neo4j/neo4j.conf
-
-service.config.neo4j.deploy:
-	@aws s3 cp --recursive neo4j/cypher/ s3://$$DATA_BUCKET_NAME/config/neo4j/cypher/ 2>&1 | tee -a $$CFN_LOG_PATH
-
-service.config.deploy: service.config.scripts.deploy service.config.cloudwatch-agent.deploy service.config.neo4j.deploy
+		--instance-id "${INSTANCE_ID}" | jq -r '.StatusDetails' | tee -a $$CFN_LOG_PATH
 
 service.ssl.renew-cert:
 	@res=$$(aws ssm send-command \
@@ -103,7 +101,6 @@ service.backup:
 		--command-id "$$command_id" \
 		--instance-id "$${INSTANCE_ID}" | jq -r '.StatusDetails' | tee -a $$CFN_LOG_PATH
 
-# @aws s3 ls --recursive s3://${DATA_BUCKET_NAME}/backups/neo4j/ | cut -d' ' -f7 | cut -d'/' -f3-6
 service.backup.list:
 	@aws s3 ls --recursive --human-readable s3://${DATA_BUCKET_NAME}/backups/neo4j/
 
diff --git a/gfe-db/database/template.yaml b/gfe-db/database/template.yaml
index 01d05602..06f2a58f 100644
--- a/gfe-db/database/template.yaml
+++ b/gfe-db/database/template.yaml
@@ -7,25 +7,25 @@ Parameters:
   AppName:
     Type: String
     Description: Application name
-  createVpc:
+  ServiceName:
     Type: String
-    AllowedValues:
-      - 'true'
-      - 'false'
+    Description: Service name
+  # createVpc:
+  #   Type: String
+  #   AllowedValues:
+  #     - 'true'
+  #     - 'false'
   usePrivateSubnet:
     Type: String
     AllowedValues:
       - 'true'
       - 'false'
-  ServiceName:
-    Type: String
-    Description: Service name
   DataBucketName:
     Type: String
   ConfigS3Path:
     Type: String
   UbuntuAmiId:
-    Type: String
+    Type: AWS::EC2::Image::Id
     Description: AMI ID for Neo4j Community edition from AWS Marketplace
   Neo4jPassword:
     Type: String
@@ -67,9 +67,9 @@ Resources:
       Value: !Ref Neo4jCredentialsSecret
   Neo4jDatabaseInstance:
     Type: AWS::EC2::Instance
-    CreationPolicy:
-      ResourceSignal:
-        Timeout: PT10M
+    # CreationPolicy:
+    #   ResourceSignal:
+    #     Timeout: PT10M
     Properties:
       KeyName: !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/EC2KeyPairName}}'
       DisableApiTermination: false
@@ -268,7 +268,7 @@ Resources:
             neo4j-admin server memory-recommendation | grep -v ^# >> /etc/neo4j/neo4j.conf
           }
           echo "INFO: Downloading scripts"
-          aws s3 cp --quiet --recursive s3://${DataBucketName}/config/scripts/ $UBUNTU_HOME/
+          aws s3 cp --quiet --recursive s3://${DataBucketName}/${ConfigS3Path}/${ServiceName}/scripts/ $UBUNTU_HOME/
           echo "INFO: Initiliazing Neo4j database"
           install_neo4j
           install_apoc_plugin

From 8c907624873751f5ef939c2f5dae713876465dc2 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 28 Dec 2023 09:22:51 -0800
Subject: [PATCH 200/367] refactor pipeline scripts

---
 gfe-db/pipeline/Makefile                      |  6 ++-
 .../pipeline/scripts}/requirements.txt        |  3 +-
 .../pipeline/scripts}/state/__init__.py       |  0
 .../pipeline/scripts}/state/build.py          |  0
 .../pipeline/scripts}/state/load.py           |  0
 gfe-db/pipeline/template.yaml                 | 44 ++++++++-----------
 6 files changed, 25 insertions(+), 28 deletions(-)
 rename {scripts/state => gfe-db/pipeline/scripts}/requirements.txt (51%)
 rename {scripts => gfe-db/pipeline/scripts}/state/__init__.py (100%)
 rename {scripts => gfe-db/pipeline/scripts}/state/build.py (100%)
 rename {scripts => gfe-db/pipeline/scripts}/state/load.py (100%)

diff --git a/gfe-db/pipeline/Makefile b/gfe-db/pipeline/Makefile
index c303c353..bdbf5220 100644
--- a/gfe-db/pipeline/Makefile
+++ b/gfe-db/pipeline/Makefile
@@ -1,4 +1,5 @@
 SERVICE := pipeline
+SCRIPTS_DIR := ${ROOT_DIR}/${APP_NAME}/${SERVICE}/scripts
 
 target:
 	$(info ${HELP_MESSAGE})
@@ -65,7 +66,10 @@ service.state.load:
 # TODO parameterize S3 config path and export as environment variable to recall in database shell scripts
 # TODO integrate and automate the build/load process for source config and execution state
 service.config.deploy:
-	@config_s3_path=s3://$${DATA_BUCKET_NAME}/$${CONFIG_S3_PATH}/${SERVICE} && \
+	$(MAKE) service.config.pipeline-params.deploy
+	
+service.config.pipeline-params.deploy:
+	@config_s3_path=s3://${DATA_BUCKET_NAME}/${CONFIG_S3_PATH}/${SERVICE} && \
 	echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deploying config to $$config_s3_path" 2>&1 | tee -a $$CFN_LOG_PATH && \
 	aws s3 cp --recursive config/ $$config_s3_path 2>&1 | tee -a $$CFN_LOG_PATH
 
diff --git a/scripts/state/requirements.txt b/gfe-db/pipeline/scripts/requirements.txt
similarity index 51%
rename from scripts/state/requirements.txt
rename to gfe-db/pipeline/scripts/requirements.txt
index d18493f5..f6e3032a 100644
--- a/scripts/state/requirements.txt
+++ b/gfe-db/pipeline/scripts/requirements.txt
@@ -1,4 +1,5 @@
 pydantic>=2.0.0
 requests
 boto3==1.15.3
-aws-parameters>=0.1.8
\ No newline at end of file
+aws-parameters>=0.1.8
+pygethub>=0.1.0
\ No newline at end of file
diff --git a/scripts/state/__init__.py b/gfe-db/pipeline/scripts/state/__init__.py
similarity index 100%
rename from scripts/state/__init__.py
rename to gfe-db/pipeline/scripts/state/__init__.py
diff --git a/scripts/state/build.py b/gfe-db/pipeline/scripts/state/build.py
similarity index 100%
rename from scripts/state/build.py
rename to gfe-db/pipeline/scripts/state/build.py
diff --git a/scripts/state/load.py b/gfe-db/pipeline/scripts/state/load.py
similarity index 100%
rename from scripts/state/load.py
rename to gfe-db/pipeline/scripts/state/load.py
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index e9ba6374..67e532d0 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -62,12 +62,6 @@ Parameters:
     Type: Number
   GetExecutionStateFunctionMemorySize:
     Type: Number
-  # ValidateBuildOutputFunctionName:
-  #   Type: String
-  # ValidateBuildOutputFunctionMemorySize:
-  #   Type: Number
-  # ValidateBuildOutputFunctionTimeout:
-  #   Type: Number
   ExecuteValidationQueriesFunctionName:
     Type: String
     AllowedPattern: ^[a-z-]+$
@@ -596,6 +590,7 @@ Resources:
                 - "states:StartExecution"
               Resource: !GetAtt UpdatePipelineStateMachine.Arn
 
+  # TODO Update alarm reference to function
   InvokePipelineFunctionAlarm:
     Type: AWS::CloudWatch::Alarm
     Properties:
@@ -637,8 +632,6 @@ Resources:
           SecurityGroupIds:
             - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseSecurityGroupId}}'
         - !Ref AWS::NoValue
-      # TODO fix conditional policy assignment using If operator
-      # If UsePrivateSubnet is true, attach AWSLambdaVPCAccessExecutionRole, otherwise attach AWSLambdaBasicExecutionRole
       Policies:
         - Version: "2012-10-17"
           Statement:
@@ -888,7 +881,6 @@ Resources:
         BuildJobQueue: !Ref BuildJobQueue
         ExecuteValidationQueriesFunctionArn: !GetAtt ExecuteValidationQueriesFunction.Arn
         LoadReleaseActivityArn: !Ref LoadReleaseActivity
-        ValidateBuildOutputFunctionArn: !GetAtt ValidateBuildOutputFunction.Arn
         InvokeLoadScriptFunctionArn: !GetAtt InvokeLoadScriptFunction.Arn
         # LoadNeo4jActivityArn: !Ref LoadNeo4jActivity
       Policies:
@@ -983,23 +975,23 @@ Resources:
               Resource:
                 - !Sub 'arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*'
 
-  InvokeLoadScriptFunctionAlarm:
-    Type: AWS::CloudWatch::Alarm
-    Properties:
-      AlarmDescription: !Sub "Alarm for ${InvokeLoadScriptFunction} function errors"
-      ActionsEnabled: true
-      AlarmActions:
-        - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn}}"
-      MetricName: Errors
-      Namespace: AWS/Lambda
-      Statistic: Sum
-      Period: 86400
-      EvaluationPeriods: 1
-      Threshold: 1
-      ComparisonOperator: GreaterThanOrEqualToThreshold
-      Dimensions:
-        - Name: FunctionName
-          Value: !Ref InvokeLoadScriptFunctionName
+  # InvokeLoadScriptFunctionAlarm:
+  #   Type: AWS::CloudWatch::Alarm
+  #   Properties:
+  #     AlarmDescription: !Sub "Alarm for ${InvokeLoadScriptFunction} function errors"
+  #     ActionsEnabled: true
+  #     AlarmActions:
+  #       - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn}}"
+  #     MetricName: Errors
+  #     Namespace: AWS/Lambda
+  #     Statistic: Sum
+  #     Period: 86400
+  #     EvaluationPeriods: 1
+  #     Threshold: 1
+  #     ComparisonOperator: GreaterThanOrEqualToThreshold
+  #     Dimensions:
+  #       - Name: FunctionName
+  #         Value: !Ref InvokeLoadScriptFunctionName
 
   GfeDbExecutionResultTopic:
     Type: AWS::SNS::Topic

From 6139e7f3e894cfdf19c00bb5dda10475ce3c0a1f Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 28 Dec 2023 12:49:11 -0800
Subject: [PATCH 201/367] build source repository state for DynamoDB table

---
 gfe-db/pipeline/config/execution-state.json | 1224 ++++++++++---------
 gfe-db/pipeline/config/source-config.json   |    4 +-
 gfe-db/pipeline/scripts/state/build.py      |   13 +-
 3 files changed, 676 insertions(+), 565 deletions(-)

diff --git a/gfe-db/pipeline/config/execution-state.json b/gfe-db/pipeline/config/execution-state.json
index 4e562edc..f3d193bb 100644
--- a/gfe-db/pipeline/config/execution-state.json
+++ b/gfe-db/pipeline/config/execution-state.json
@@ -1,8 +1,116 @@
 {
-    "created_utc": "2023-09-10T23:31:31.334Z",
+    "created_utc": "2023-12-28T20:46:20.423Z",
     "items": [
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "url": "https://github.com/ANHIG/IMGTHLA"
+            },
+            "commit": {
+                "sha": "901b1b788a2ec2b4722c9672910ad880b29b368b",
+                "date_utc": "2023-11-09T13:58:36.000Z",
+                "message": "Merge pull request #352 from ANHIG/3540\n\nUpload of hla_prot, nuc and gen.fasta to root directory",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/901b1b788a2ec2b4722c9672910ad880b29b368b"
+            },
+            "execution": {
+                "version": 3540,
+                "status": "NOT_PROCESSED"
+            }
+        },
+        {
+            "created_utc": "2023-12-28T20:46:20.423Z",
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "url": "https://github.com/ANHIG/IMGTHLA"
+            },
+            "commit": {
+                "sha": "37db1de2825438e8850de308d43a162a6d5c0ebd",
+                "date_utc": "2023-11-09T13:55:56.000Z",
+                "message": "Upload of hla_prot, nuc and gen.fasta to root directory",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/37db1de2825438e8850de308d43a162a6d5c0ebd"
+            },
+            "execution": {
+                "version": 3540,
+                "status": "NOT_PROCESSED"
+            }
+        },
+        {
+            "created_utc": "2023-12-28T20:46:20.423Z",
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "url": "https://github.com/ANHIG/IMGTHLA"
+            },
+            "commit": {
+                "sha": "5734aa71940623de415012e724571e8dc83c7ec4",
+                "date_utc": "2023-10-20T09:05:03.000Z",
+                "message": "Merge pull request #350 from ANHIG/3540\n\nCorrected format of hla.xml to be consitent with current production v\u2026",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/5734aa71940623de415012e724571e8dc83c7ec4"
+            },
+            "execution": {
+                "version": 3540,
+                "status": "NOT_PROCESSED"
+            }
+        },
+        {
+            "created_utc": "2023-12-28T20:46:20.423Z",
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "url": "https://github.com/ANHIG/IMGTHLA"
+            },
+            "commit": {
+                "sha": "860f0e2963f4e17a3a4ee6631b00f85831414b7c",
+                "date_utc": "2023-10-20T08:48:44.000Z",
+                "message": "Corrected format of hla.xml to be consitent with current production version",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/860f0e2963f4e17a3a4ee6631b00f85831414b7c"
+            },
+            "execution": {
+                "version": 3540,
+                "status": "NOT_PROCESSED"
+            }
+        },
+        {
+            "created_utc": "2023-12-28T20:46:20.423Z",
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "url": "https://github.com/ANHIG/IMGTHLA"
+            },
+            "commit": {
+                "sha": "82b2645b5cfda1bcfdaab58e28b1424200ba7feb",
+                "date_utc": "2023-10-12T13:50:58.000Z",
+                "message": "Merge pull request #348 from ANHIG/3540\n\nIMGT/HLA Database Release 3.54.0",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/82b2645b5cfda1bcfdaab58e28b1424200ba7feb"
+            },
+            "execution": {
+                "version": 3540,
+                "status": "NOT_PROCESSED"
+            }
+        },
+        {
+            "created_utc": "2023-12-28T20:46:20.423Z",
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "url": "https://github.com/ANHIG/IMGTHLA"
+            },
+            "commit": {
+                "sha": "f71eae6423f6fc21208543a100271fb1f3594ca0",
+                "date_utc": "2023-10-12T10:47:32.000Z",
+                "message": "IMGT/HLA Database Release 3.54.0",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/f71eae6423f6fc21208543a100271fb1f3594ca0"
+            },
+            "execution": {
+                "version": 3540,
+                "status": "NOT_PROCESSED"
+            }
+        },
+        {
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -20,7 +128,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -38,7 +146,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -56,7 +164,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -74,7 +182,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -92,7 +200,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -110,7 +218,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -128,7 +236,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -146,7 +254,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -164,7 +272,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -182,7 +290,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -200,7 +308,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -218,7 +326,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -236,7 +344,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -254,7 +362,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -272,7 +380,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -290,7 +398,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -308,7 +416,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -326,7 +434,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -344,7 +452,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -362,7 +470,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -380,7 +488,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -398,7 +506,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -416,7 +524,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -434,7 +542,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -452,7 +560,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -470,7 +578,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -488,7 +596,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -506,7 +614,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -524,7 +632,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -542,7 +650,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -560,7 +668,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -578,7 +686,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -596,7 +704,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -614,7 +722,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -632,7 +740,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -650,7 +758,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -668,7 +776,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -686,7 +794,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -704,7 +812,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -722,7 +830,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -740,7 +848,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -758,7 +866,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -776,7 +884,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -794,7 +902,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -812,7 +920,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -830,7 +938,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -848,7 +956,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
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@@ -1838,7 +1946,7 @@
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@@ -1856,7 +1964,7 @@
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@@ -1874,7 +1982,7 @@
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@@ -1910,7 +2018,7 @@
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@@ -1928,7 +2036,7 @@
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@@ -1964,7 +2072,7 @@
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@@ -2000,7 +2108,7 @@
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@@ -2018,7 +2126,7 @@
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@@ -2036,7 +2144,7 @@
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@@ -2054,7 +2162,7 @@
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@@ -2072,7 +2180,7 @@
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@@ -4520,7 +4628,7 @@
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@@ -4574,7 +4682,7 @@
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@@ -4610,7 +4718,7 @@
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@@ -4628,7 +4736,7 @@
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@@ -4664,7 +4772,7 @@
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@@ -4790,7 +4898,7 @@
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@@ -4826,7 +4934,7 @@
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@@ -4862,7 +4970,7 @@
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@@ -4898,7 +5006,7 @@
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@@ -7364,7 +7472,7 @@
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@@ -7598,7 +7706,7 @@
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@@ -8570,7 +8678,7 @@
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@@ -8624,7 +8732,7 @@
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@@ -8660,7 +8768,7 @@
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@@ -8678,7 +8786,7 @@
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@@ -8696,7 +8804,7 @@
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@@ -8714,7 +8822,7 @@
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@@ -8750,7 +8858,7 @@
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@@ -8768,7 +8876,7 @@
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@@ -8786,7 +8894,7 @@
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@@ -8804,7 +8912,7 @@
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@@ -8840,7 +8948,7 @@
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@@ -8876,7 +8984,7 @@
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@@ -8912,7 +9020,7 @@
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@@ -8930,7 +9038,7 @@
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@@ -8948,7 +9056,7 @@
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         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -8966,7 +9074,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -8984,7 +9092,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9002,7 +9110,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9020,7 +9128,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9038,7 +9146,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9056,7 +9164,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9074,7 +9182,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9092,7 +9200,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9110,7 +9218,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9128,7 +9236,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9146,7 +9254,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9164,7 +9272,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9182,7 +9290,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9200,7 +9308,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9218,7 +9326,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9236,7 +9344,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9254,7 +9362,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9272,7 +9380,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9290,7 +9398,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9308,7 +9416,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9326,7 +9434,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9344,7 +9452,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9362,7 +9470,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9380,7 +9488,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9398,7 +9506,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9416,7 +9524,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9434,7 +9542,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9452,7 +9560,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9470,7 +9578,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9488,7 +9596,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9506,7 +9614,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9524,7 +9632,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9542,7 +9650,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9560,7 +9668,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9578,7 +9686,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9596,7 +9704,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9614,7 +9722,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9632,7 +9740,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9650,7 +9758,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9668,7 +9776,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9686,7 +9794,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9704,7 +9812,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9722,7 +9830,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9740,7 +9848,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9758,7 +9866,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9776,7 +9884,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9794,7 +9902,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9812,7 +9920,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9830,7 +9938,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9848,7 +9956,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9866,7 +9974,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9884,7 +9992,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9902,7 +10010,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9920,7 +10028,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9938,7 +10046,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9956,7 +10064,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9974,7 +10082,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9992,7 +10100,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10010,7 +10118,7 @@
             }
         },
         {
-            "created_utc": "2023-09-10T23:31:31.334Z",
+            "created_utc": "2023-12-28T20:46:20.423Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
diff --git a/gfe-db/pipeline/config/source-config.json b/gfe-db/pipeline/config/source-config.json
index 207d142f..e6cf4641 100644
--- a/gfe-db/pipeline/config/source-config.json
+++ b/gfe-db/pipeline/config/source-config.json
@@ -1,6 +1,6 @@
 {
-    "created_utc": "2023-09-10T23:31:31.334Z",
-    "updated_utc": "2023-09-10T23:31:31.334Z",
+    "created_utc": "2023-12-28T20:46:20.423Z",
+    "updated_utc": "2023-12-28T20:46:20.423Z",
     "repositories": {
         "ANHIG/IMGTHLA": {
             "owner": "ANHIG",
diff --git a/gfe-db/pipeline/scripts/state/build.py b/gfe-db/pipeline/scripts/state/build.py
index f5721cd3..5c9fa5ae 100644
--- a/gfe-db/pipeline/scripts/state/build.py
+++ b/gfe-db/pipeline/scripts/state/build.py
@@ -61,14 +61,15 @@
     # TODO FIX not returning all commits from repo, integrate pygethub
     # Fetch all commits from repo using GitHub API, will be cached
     logger.info("Fetching all commits from repo using GitHub API")
-    # all_commits = paginate_commits(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME, token=GITHUB_PERSONAL_ACCESS_TOKEN)
-    owner = "ANHIG"
-    repo = "IMGTHLA"
 
     # COMMITS
     # TODO add requests session for user-agent tracking
     paginator = GitHubPaginator(GITHUB_PERSONAL_ACCESS_TOKEN)
-    pages = paginator.get_paginator(list_commits, owner=owner, repo=repo, user_agent="nmdp-bioinformatics-gfe-db-state-builder/1.0")
+    pages = paginator.get_paginator(
+        list_commits, 
+        owner=GITHUB_REPOSITORY_OWNER, 
+        repo=GITHUB_REPOSITORY_NAME, 
+        user_agent="nmdp-bioinformatics-gfe-db-state-builder/1.0")
     all_commits = list(pages)
 
     # filter by chosen commit keys
@@ -94,9 +95,11 @@
     target_metadata_config = source_config.repositories[
         GITHUB_REPOSITORY_OWNER + "/" + GITHUB_REPOSITORY_NAME
     ].target_metadata_config
+
     excluded_commit_shas = source_config.repositories[
         GITHUB_REPOSITORY_OWNER + "/" + GITHUB_REPOSITORY_NAME
     ].excluded_commit_shas.values
+
     commits = [
         commit for commit in commits if commit["sha"] not in excluded_commit_shas
     ]
@@ -117,7 +120,7 @@
         ),
         target_metadata_config=target_metadata_config,  # Infers release version from file contents
         token=GITHUB_PERSONAL_ACCESS_TOKEN,
-        parallel=False,
+        parallel=True,
     )
 
     # Package records as ExecutionState object to seed table

From bd3e8112a0d06e5a1fd2419c202f68790c4f910e Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 28 Dec 2023 14:26:50 -0800
Subject: [PATCH 202/367] remove unused invoke pipeline function

---
 gfe-db/pipeline/functions/environment.json          |  2 +-
 .../event-use-existing-false-no-key.json            |  8 --------
 .../invoke_pipeline/event-use-existing-false.json   |  8 --------
 .../invoke_pipeline/event-use-existing-true.json    |  9 ---------
 .../functions/invoke_pipeline/schedule-event.json   | 13 -------------
 5 files changed, 1 insertion(+), 39 deletions(-)
 delete mode 100644 gfe-db/pipeline/functions/invoke_pipeline/event-use-existing-false-no-key.json
 delete mode 100644 gfe-db/pipeline/functions/invoke_pipeline/event-use-existing-false.json
 delete mode 100644 gfe-db/pipeline/functions/invoke_pipeline/event-use-existing-true.json
 delete mode 100644 gfe-db/pipeline/functions/invoke_pipeline/schedule-event.json

diff --git a/gfe-db/pipeline/functions/environment.json b/gfe-db/pipeline/functions/environment.json
index f3947f63..e6512e2a 100644
--- a/gfe-db/pipeline/functions/environment.json
+++ b/gfe-db/pipeline/functions/environment.json
@@ -1,7 +1,7 @@
 {
     "Functions": {
         "CheckSourceUpdate": {
-            "CheckSourceUpdateFunctionSchedule": "cron(0\\ 12\\ *\\ *\\ ?\\ *)",
+            "CheckSourceUpdateFunctionSchedule": "cron(0 12 * * ? *)",
             "FunctionConfiguration": {
                 "FunctionName": "check-source-update",
                 "Timeout": 300,
diff --git a/gfe-db/pipeline/functions/invoke_pipeline/event-use-existing-false-no-key.json b/gfe-db/pipeline/functions/invoke_pipeline/event-use-existing-false-no-key.json
deleted file mode 100644
index 9021f623..00000000
--- a/gfe-db/pipeline/functions/invoke_pipeline/event-use-existing-false-no-key.json
+++ /dev/null
@@ -1,8 +0,0 @@
-{
-    "align": false,
-    "kir": false,
-    "limit": "",
-    "releases": "310",
-    "mem_profile": false,
-    "skip_load": true
-}
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/invoke_pipeline/event-use-existing-false.json b/gfe-db/pipeline/functions/invoke_pipeline/event-use-existing-false.json
deleted file mode 100644
index 1d390e2f..00000000
--- a/gfe-db/pipeline/functions/invoke_pipeline/event-use-existing-false.json
+++ /dev/null
@@ -1,8 +0,0 @@
-{
-    "align": false,
-    "kir": false,
-    "limit": "",
-    "releases": "310",
-    "mem_profile": false,
-    "use_existing_build": false
-}
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/invoke_pipeline/event-use-existing-true.json b/gfe-db/pipeline/functions/invoke_pipeline/event-use-existing-true.json
deleted file mode 100644
index 144687ca..00000000
--- a/gfe-db/pipeline/functions/invoke_pipeline/event-use-existing-true.json
+++ /dev/null
@@ -1,9 +0,0 @@
-{
-    "align": false,
-    "kir": false,
-    "limit": "",
-    "releases": "310",
-    "mem_profile": false,
-    "use_existing_build": true,
-    "skip_load": false
-}
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/invoke_pipeline/schedule-event.json b/gfe-db/pipeline/functions/invoke_pipeline/schedule-event.json
deleted file mode 100644
index b356dfbd..00000000
--- a/gfe-db/pipeline/functions/invoke_pipeline/schedule-event.json
+++ /dev/null
@@ -1,13 +0,0 @@
-{
-    "version": "0",
-    "id": "e58ee31d-5d5e-7a98-f497-aa0a04e81cb1",
-    "detail-type": "Scheduled Event",
-    "source": "aws.events",
-    "account": "<account_id>",
-    "time": "2023-07-30T12:00:00Z",
-    "region": "us-east-1",
-    "resources": [
-        "arn:aws:events:us-east-1:<account_id>:rule/dev-gfe-db-pipeline-InvokePipelineFunctionTrigger-A2S8FGQJMH5D"
-    ],
-    "detail": {}
-}
\ No newline at end of file

From 24e3b3e4a5de0aa65700082dbfbf236a189ecc1f Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 28 Dec 2023 14:27:32 -0800
Subject: [PATCH 203/367] fix SAM build error from dependency mismatch

---
 gfe-db/pipeline/lambda_layers/gfe_db_models/requirements.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/requirements.txt b/gfe-db/pipeline/lambda_layers/gfe_db_models/requirements.txt
index bab4af5b..1cea58be 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/requirements.txt
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/requirements.txt
@@ -1,6 +1,6 @@
 # --extra-index-url https://test.pypi.org/simple/
 pydantic>=2.0.0
-requests==2.22.0
+requests>=2.22.0
 urllib3<2
 aws-parameters>=0.1.8
 pygethub>=0.1.0
\ No newline at end of file

From b0e64a3d4e6e910819cef749c9e1250f935b92f8 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 28 Dec 2023 14:28:03 -0800
Subject: [PATCH 204/367] add missing cfn params

---
 gfe-db/pipeline/Makefile | 18 +++++++++++++-----
 1 file changed, 13 insertions(+), 5 deletions(-)

diff --git a/gfe-db/pipeline/Makefile b/gfe-db/pipeline/Makefile
index bdbf5220..7dd7e37e 100644
--- a/gfe-db/pipeline/Makefile
+++ b/gfe-db/pipeline/Makefile
@@ -9,7 +9,7 @@ target:
 service.deploy:
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deploying ${SERVICE} service" 2>&1 | tee -a $$CFN_LOG_PATH
 	$(MAKE) service.config.deploy
-	$(MAKE) service.deploy
+	$(MAKE) service.functions.deploy
 	$(MAKE) service.jobs.deploy
 
 service.functions.deploy:
@@ -31,23 +31,31 @@ service.functions.deploy:
 		--parameter-overrides \
 			Stage="$${STAGE}" \
 			AppName="$${APP_NAME}" \
+			ServiceName="${SERVICE}" \
+			ConfigS3Path="$${CONFIG_S3_PATH}" \
 			createVpc="$${CREATE_VPC}" \
 			usePrivateSubnet="$${USE_PRIVATE_SUBNET}" \
 			GitHubRepositoryOwner="${GITHUB_REPOSITORY_OWNER}" \
 			GitHubRepositoryName="${GITHUB_REPOSITORY_NAME}" \
-			InvokePipelineFunctionName="$${STAGE}"-"$${APP_NAME}"-"$$(cat functions/environment.json | jq -r '.Functions.InvokePipeline.FunctionConfiguration.FunctionName')" \
-			InvokePipelineFunctionSchedule="$$(cat functions/environment.json | jq -r '.Functions.InvokePipeline.InvokePipelineFunctionSchedule')" \
-			InvokePipelineFunctionMemorySize="$$(cat functions/environment.json | jq -r '.Functions.InvokePipeline.FunctionConfiguration.MemorySize')" \
-			InvokePipelineFunctionTimeout="$$(cat functions/environment.json | jq -r '.Functions.InvokePipeline.FunctionConfiguration.Timeout')" \
+			GitHubPersonalAccessToken="$$GITHUB_PERSONAL_ACCESS_TOKEN" \
 			PipelineStatePath="$$(cat functions/environment.json | jq -r '.Functions.InvokePipeline.FunctionConfiguration.Environment.Variables.PIPELINE_STATE_PATH')" \
 			PipelineParamsPath="$$(cat functions/environment.json | jq -r '.Functions.InvokePipeline.FunctionConfiguration.Environment.Variables.PIPELINE_PARAMS_PATH')" \
+			CheckSourceUpdateFunctionName="$${STAGE}"-"$${APP_NAME}"-"$$(cat functions/environment.json | jq -r '.Functions.CheckSourceUpdate.FunctionConfiguration.FunctionName')" \
+			CheckSourceUpdateFunctionMemorySize="$$(cat functions/environment.json | jq -r '.Functions.CheckSourceUpdate.FunctionConfiguration.MemorySize')" \
+			CheckSourceUpdateFunctionTimeout="$$(cat functions/environment.json | jq -r '.Functions.CheckSourceUpdate.FunctionConfiguration.Timeout')" \
+			CheckSourceUpdateFunctionSchedule="$$(cat functions/environment.json | jq -r '.Functions.CheckSourceUpdate.FunctionConfiguration.ScheduleExpression')" \
+			GetExecutionStateFunctionTimeout="$$(cat functions/environment.json | jq -r '.Functions.GetExecutionState.FunctionConfiguration.Timeout')" \
+			GetExecutionStateFunctionMemorySize="$$(cat functions/environment.json | jq -r '.Functions.GetExecutionState.FunctionConfiguration.MemorySize')" \
 			ExecuteValidationQueriesFunctionName="$${STAGE}"-"$${APP_NAME}"-"$$(cat functions/environment.json | jq -r '.Functions.ExecuteValidationQueries.FunctionConfiguration.FunctionName')" \
 			ExecuteValidationQueriesFunctionMemorySize="$$(cat functions/environment.json | jq -r '.Functions.ExecuteValidationQueries.FunctionConfiguration.MemorySize')" \
 			ExecuteValidationQueriesFunctionTimeout="$$(cat functions/environment.json | jq -r '.Functions.ExecuteValidationQueries.FunctionConfiguration.Timeout')" \
 			InvokeBackupScriptFunctionName="$${STAGE}"-"$${APP_NAME}"-"$$(cat functions/environment.json | jq -r '.Functions.InvokeBackupScript.FunctionConfiguration.FunctionName')" \
 			InvokeLoadScriptFunctionName="$${STAGE}"-"$${APP_NAME}"-"$$(cat functions/environment.json | jq -r '.Functions.InvokeLoadScript.FunctionConfiguration.FunctionName')" \
 			ValidateBuildOutputFunctionName="$${STAGE}"-"$${APP_NAME}"-"$$(cat functions/environment.json | jq -r '.Functions.ValidateBuildOutput.FunctionConfiguration.FunctionName')" \
+			ValidateBuildOutputFunctionMemorySize="$$(cat functions/environment.json | jq -r '.Functions.ValidateBuildOutput.FunctionConfiguration.MemorySize')" \
+			ValidateBuildOutputFunctionTimeout="$$(cat functions/environment.json | jq -r '.Functions.ValidateBuildOutput.FunctionConfiguration.Timeout')" \
 			DisableBackupFunctionName="$${STAGE}"-"$${APP_NAME}"-"$$(cat functions/environment.json | jq -r '.Functions.DisableBackup.FunctionConfiguration.FunctionName')" \
+			InvokeUpdatePipelineFunctionName="$${STAGE}"-"$${APP_NAME}"-"$$(cat functions/environment.json | jq -r '.Functions.InvokeUpdatePipeline.FunctionConfiguration.FunctionName')" \
 			ECRBaseUri="${ECR_BASE_URI}" \
 			BuildServiceRepositoryName="${BUILD_REPOSITORY_NAME}" \
 			FeatureServiceUrl="${FEATURE_SERVICE_URL}" \

From 7df39fee6805b5b59ffd6aac705cdcd30534487b Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 30 Dec 2023 13:15:37 -0800
Subject: [PATCH 205/367] fix incorrect cfn parameters

---
 Makefile                                   | 10 +--
 gfe-db/pipeline/Makefile                   |  7 +-
 gfe-db/pipeline/functions/environment.json |  7 +-
 gfe-db/pipeline/template.yaml              | 84 +++++++++++-----------
 4 files changed, 50 insertions(+), 58 deletions(-)

diff --git a/Makefile b/Makefile
index 16ce0b3d..de27fc87 100644
--- a/Makefile
+++ b/Makefile
@@ -52,11 +52,6 @@ export INSTANCE_ID = $(shell aws ssm get-parameters \
 	--output json \
 	| jq -r '.Parameters[0].Value')
 
-# S3 paths
-export PIPELINE_STATE_PATH = config/IMGTHLA-repository-state.json
-export PIPELINE_PARAMS_PATH = config/pipeline-input.json
-export FUNCTIONS_PATH = ${PIPELINE_DIR}/functions
-
 # Required environment variables
 REQUIRED_VARS := STAGE APP_NAME AWS_ACCOUNT AWS_REGION AWS_PROFILE SUBSCRIBE_EMAILS \
 	GITHUB_REPOSITORY_OWNER GITHUB_REPOSITORY_NAME GITHUB_PERSONAL_ACCESS_TOKEN \
@@ -507,7 +502,7 @@ database.load.run: # args: align, kir, limit, releases
 	rm payload.json response.json
 
 pipeline.invoke.validation-queries:
-	@function_name="${STAGE}"-"${APP_NAME}"-"$$(cat ${FUNCTIONS_PATH}/environment.json | jq -r '.Functions.ExecuteValidationQueries.FunctionConfiguration.FunctionName')" && \
+	@function_name="${STAGE}"-"${APP_NAME}"-"$$(cat ${PIPELINE_DIR}/functions/environment.json | jq -r '.Functions.ExecuteValidationQueries.FunctionConfiguration.FunctionName')" && \
 	echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Invoking $$function_name..." 2>&1 | tee -a ${CFN_LOG_PATH} && \
 	aws lambda invoke \
 		--cli-binary-format raw-in-base64-out \
@@ -801,9 +796,6 @@ define HELP_MESSAGE
 	PIPELINE_STATE_PATH: "${PIPELINE_STATE_PATH}"
 		Description: S3 path to the pipeline state file
 
-	PIPELINE_PARAMS_PATH: "${PIPELINE_PARAMS_PATH}"
-		Description: S3 path to the pipeline parameters file
-
 	FUNCTIONS_PATH: "${FUNCTIONS_PATH}"
 		Description: Path to the Lambda functions directory
 
diff --git a/gfe-db/pipeline/Makefile b/gfe-db/pipeline/Makefile
index 7dd7e37e..b421bd82 100644
--- a/gfe-db/pipeline/Makefile
+++ b/gfe-db/pipeline/Makefile
@@ -38,12 +38,10 @@ service.functions.deploy:
 			GitHubRepositoryOwner="${GITHUB_REPOSITORY_OWNER}" \
 			GitHubRepositoryName="${GITHUB_REPOSITORY_NAME}" \
 			GitHubPersonalAccessToken="$$GITHUB_PERSONAL_ACCESS_TOKEN" \
-			PipelineStatePath="$$(cat functions/environment.json | jq -r '.Functions.InvokePipeline.FunctionConfiguration.Environment.Variables.PIPELINE_STATE_PATH')" \
-			PipelineParamsPath="$$(cat functions/environment.json | jq -r '.Functions.InvokePipeline.FunctionConfiguration.Environment.Variables.PIPELINE_PARAMS_PATH')" \
 			CheckSourceUpdateFunctionName="$${STAGE}"-"$${APP_NAME}"-"$$(cat functions/environment.json | jq -r '.Functions.CheckSourceUpdate.FunctionConfiguration.FunctionName')" \
 			CheckSourceUpdateFunctionMemorySize="$$(cat functions/environment.json | jq -r '.Functions.CheckSourceUpdate.FunctionConfiguration.MemorySize')" \
 			CheckSourceUpdateFunctionTimeout="$$(cat functions/environment.json | jq -r '.Functions.CheckSourceUpdate.FunctionConfiguration.Timeout')" \
-			CheckSourceUpdateFunctionSchedule="$$(cat functions/environment.json | jq -r '.Functions.CheckSourceUpdate.FunctionConfiguration.ScheduleExpression')" \
+			CheckSourceUpdateFunctionSchedule="$$(cat functions/environment.json | jq -r '.Functions.CheckSourceUpdate.CheckSourceUpdateFunctionSchedule')" \
 			GetExecutionStateFunctionTimeout="$$(cat functions/environment.json | jq -r '.Functions.GetExecutionState.FunctionConfiguration.Timeout')" \
 			GetExecutionStateFunctionMemorySize="$$(cat functions/environment.json | jq -r '.Functions.GetExecutionState.FunctionConfiguration.MemorySize')" \
 			ExecuteValidationQueriesFunctionName="$${STAGE}"-"$${APP_NAME}"-"$$(cat functions/environment.json | jq -r '.Functions.ExecuteValidationQueries.FunctionConfiguration.FunctionName')" \
@@ -52,10 +50,7 @@ service.functions.deploy:
 			InvokeBackupScriptFunctionName="$${STAGE}"-"$${APP_NAME}"-"$$(cat functions/environment.json | jq -r '.Functions.InvokeBackupScript.FunctionConfiguration.FunctionName')" \
 			InvokeLoadScriptFunctionName="$${STAGE}"-"$${APP_NAME}"-"$$(cat functions/environment.json | jq -r '.Functions.InvokeLoadScript.FunctionConfiguration.FunctionName')" \
 			ValidateBuildOutputFunctionName="$${STAGE}"-"$${APP_NAME}"-"$$(cat functions/environment.json | jq -r '.Functions.ValidateBuildOutput.FunctionConfiguration.FunctionName')" \
-			ValidateBuildOutputFunctionMemorySize="$$(cat functions/environment.json | jq -r '.Functions.ValidateBuildOutput.FunctionConfiguration.MemorySize')" \
-			ValidateBuildOutputFunctionTimeout="$$(cat functions/environment.json | jq -r '.Functions.ValidateBuildOutput.FunctionConfiguration.Timeout')" \
 			DisableBackupFunctionName="$${STAGE}"-"$${APP_NAME}"-"$$(cat functions/environment.json | jq -r '.Functions.DisableBackup.FunctionConfiguration.FunctionName')" \
-			InvokeUpdatePipelineFunctionName="$${STAGE}"-"$${APP_NAME}"-"$$(cat functions/environment.json | jq -r '.Functions.InvokeUpdatePipeline.FunctionConfiguration.FunctionName')" \
 			ECRBaseUri="${ECR_BASE_URI}" \
 			BuildServiceRepositoryName="${BUILD_REPOSITORY_NAME}" \
 			FeatureServiceUrl="${FEATURE_SERVICE_URL}" \
diff --git a/gfe-db/pipeline/functions/environment.json b/gfe-db/pipeline/functions/environment.json
index e6512e2a..d0a4b24a 100644
--- a/gfe-db/pipeline/functions/environment.json
+++ b/gfe-db/pipeline/functions/environment.json
@@ -1,13 +1,18 @@
 {
     "Functions": {
         "CheckSourceUpdate": {
-            "CheckSourceUpdateFunctionSchedule": "cron(0 12 * * ? *)",
+            "CheckSourceUpdateFunctionSchedule": "cron(0\\ 12\\ *\\ *\\ ?\\ *)",
             "FunctionConfiguration": {
                 "FunctionName": "check-source-update",
                 "Timeout": 300,
                 "MemorySize": 256
             }
         },
+        "InvokeUpdatePipeline": {
+            "FunctionConfiguration": {
+                "FunctionName": "invoke-update-pipeline"
+            }
+        },
         "GetExecutionState": {
             "FunctionConfiguration": {
                 "Timeout": 60,
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 67e532d0..0413a37b 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -23,22 +23,22 @@ Parameters:
     Type: String
   GitHubRepositoryName:
     Type: String
-  InvokePipelineFunctionName:
-    Type: String
-    AllowedPattern: ^[a-z-]+$
-  # InvokePipelineFunctionSchedule:
+  # InvokePipelineFunctionName:
   #   Type: String
-  #   AllowedPattern: ^cron\(.*\)$
-  InvokePipelineFunctionMemorySize:
-    Type: Number
-    Default: 256
-    AllowedValues:
-      - 128
-      - 256
-      - 512
-  InvokePipelineFunctionTimeout:
-    Type: Number
-    Default: 60
+  #   AllowedPattern: ^[a-z-]+$
+  # # InvokePipelineFunctionSchedule:
+  # #   Type: String
+  # #   AllowedPattern: ^cron\(.*\)$
+  # InvokePipelineFunctionMemorySize:
+  #   Type: Number
+  #   Default: 256
+  #   AllowedValues:
+  #     - 128
+  #     - 256
+  #     - 512
+  # InvokePipelineFunctionTimeout:
+  #   Type: Number
+  #   Default: 60
   ServiceName:
     Type: String
     Description: Service name
@@ -62,6 +62,8 @@ Parameters:
     Type: Number
   GetExecutionStateFunctionMemorySize:
     Type: Number
+    MinValue: 128
+    MaxValue: 512
   ExecuteValidationQueriesFunctionName:
     Type: String
     AllowedPattern: ^[a-z-]+$
@@ -91,8 +93,6 @@ Parameters:
     Type: String
     AllowedPattern: ^[a-z-]+$
     MaxLength: 140
-  InvokeUpdatePipelineFunctionName:
-    Type: String
   ECRBaseUri:
     Type: String
   BuildServiceRepositoryName:
@@ -590,24 +590,24 @@ Resources:
                 - "states:StartExecution"
               Resource: !GetAtt UpdatePipelineStateMachine.Arn
 
-  # TODO Update alarm reference to function
-  InvokePipelineFunctionAlarm:
-    Type: AWS::CloudWatch::Alarm
-    Properties:
-      AlarmDescription: !Sub 'Alarm for ${InvokePipelineFunctionName} function errors'
-      ActionsEnabled: true
-      AlarmActions:
-        - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn}}'
-      MetricName: Errors
-      Namespace: AWS/Lambda
-      Statistic: Sum
-      Period: 86400
-      EvaluationPeriods: 1
-      Threshold: 1
-      ComparisonOperator: GreaterThanOrEqualToThreshold
-      Dimensions:
-        - Name: FunctionName
-          Value: !Ref InvokePipelineFunctionName
+  # # TODO Update alarm reference to function
+  # InvokePipelineFunctionAlarm:
+  #   Type: AWS::CloudWatch::Alarm
+  #   Properties:
+  #     AlarmDescription: !Sub 'Alarm for ${InvokePipelineFunctionName} function errors'
+  #     ActionsEnabled: true
+  #     AlarmActions:
+  #       - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn}}'
+  #     MetricName: Errors
+  #     Namespace: AWS/Lambda
+  #     Statistic: Sum
+  #     Period: 86400
+  #     EvaluationPeriods: 1
+  #     Threshold: 1
+  #     ComparisonOperator: GreaterThanOrEqualToThreshold
+  #     Dimensions:
+  #       - Name: FunctionName
+  #         Value: !Ref InvokePipelineFunctionName
 
   ExecuteValidationQueriesFunction:
     Type: AWS::Serverless::Function
@@ -764,7 +764,7 @@ Resources:
   InvokeUpdatePipelineFunction:
     Type: AWS::Serverless::Function
     Properties:
-      FunctionName: !Ref InvokeUpdatePipelineFunctionName
+      FunctionName: !Sub "${Stage}-${AppName}-invoke-update-pipeline"
       Description: !Sub "Invoke the build and load processing pipeline for ${AppName}"
       CodeUri: functions/invoke_update_pipeline/
       Handler: app.lambda_handler
@@ -777,9 +777,9 @@ Resources:
         - x86_64
       Environment:
         Variables:
-          NEO4J_LOAD_QUERY_DOCUMENT_NAME_SSM_PARAM: !Sub '/${AppName}/${Stage}/${AWS::Region}/Neo4jLoadQueryDocumentName'
-          NEO4J_DATABASE_INSTANCE_ID_SSM_PARAM: !Sub '/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseInstanceId'
-          LOAD_NEO4J_ACTIVITY: !Ref LoadNeo4jActivity
+          # NEO4J_LOAD_QUERY_DOCUMENT_NAME_SSM_PARAM: !Sub '/${AppName}/${Stage}/${AWS::Region}/Neo4jLoadQueryDocumentName'
+          # NEO4J_DATABASE_INSTANCE_ID_SSM_PARAM: !Sub '/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseInstanceId'
+          # LOAD_NEO4J_ACTIVITY: !Ref LoadNeo4jActivity
           APP_NAME: !Ref AppName
           STAGE: !Ref Stage
       Policies:
@@ -870,7 +870,7 @@ Resources:
       DefinitionSubstitutions:
         AppName: !Ref AppName
         InvokeBackupScriptFunctionArn: !GetAtt InvokeBackupScriptFunction.Arn
-        GetExecutionStateFunctionArn: !GetAtt GetExecutionStateFunction.Arn
+        # GetExecutionStateFunctionArn: !GetAtt GetExecutionStateFunction.Arn
         GfeDbExecutionStateTable: !Ref GfeDbExecutionStateTable
         GfeDbExecutionResultTopicArn: !GetAtt GfeDbExecutionResultTopic.TopicArn
         ValidateBuildOutputFunctionArn: !GetAtt ValidateBuildOutputFunction.Arn
@@ -884,8 +884,8 @@ Resources:
         InvokeLoadScriptFunctionArn: !GetAtt InvokeLoadScriptFunction.Arn
         # LoadNeo4jActivityArn: !Ref LoadNeo4jActivity
       Policies:
-        - LambdaInvokePolicy:
-            FunctionName: !Ref GetExecutionStateFunction
+        # - LambdaInvokePolicy:
+        #     FunctionName: !Ref GetExecutionStateFunction
         - LambdaInvokePolicy:
             FunctionName: !Ref InvokeLoadScriptFunction
         - DynamoDBReadPolicy:

From 9022a5e6b3141effd8cce0dfd2fad13350af8cf2 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 30 Dec 2023 13:47:47 -0800
Subject: [PATCH 206/367] remove environment.json

---
 gfe-db/pipeline/Makefile                   |  15 +--
 gfe-db/pipeline/functions/environment.json |  50 ---------
 gfe-db/pipeline/template.yaml              | 123 ++++++---------------
 3 files changed, 32 insertions(+), 156 deletions(-)
 delete mode 100644 gfe-db/pipeline/functions/environment.json

diff --git a/gfe-db/pipeline/Makefile b/gfe-db/pipeline/Makefile
index b421bd82..feeb466d 100644
--- a/gfe-db/pipeline/Makefile
+++ b/gfe-db/pipeline/Makefile
@@ -32,25 +32,12 @@ service.functions.deploy:
 			Stage="$${STAGE}" \
 			AppName="$${APP_NAME}" \
 			ServiceName="${SERVICE}" \
-			ConfigS3Path="$${CONFIG_S3_PATH}" \
 			createVpc="$${CREATE_VPC}" \
 			usePrivateSubnet="$${USE_PRIVATE_SUBNET}" \
+			ConfigS3Path="$${CONFIG_S3_PATH}" \
 			GitHubRepositoryOwner="${GITHUB_REPOSITORY_OWNER}" \
 			GitHubRepositoryName="${GITHUB_REPOSITORY_NAME}" \
 			GitHubPersonalAccessToken="$$GITHUB_PERSONAL_ACCESS_TOKEN" \
-			CheckSourceUpdateFunctionName="$${STAGE}"-"$${APP_NAME}"-"$$(cat functions/environment.json | jq -r '.Functions.CheckSourceUpdate.FunctionConfiguration.FunctionName')" \
-			CheckSourceUpdateFunctionMemorySize="$$(cat functions/environment.json | jq -r '.Functions.CheckSourceUpdate.FunctionConfiguration.MemorySize')" \
-			CheckSourceUpdateFunctionTimeout="$$(cat functions/environment.json | jq -r '.Functions.CheckSourceUpdate.FunctionConfiguration.Timeout')" \
-			CheckSourceUpdateFunctionSchedule="$$(cat functions/environment.json | jq -r '.Functions.CheckSourceUpdate.CheckSourceUpdateFunctionSchedule')" \
-			GetExecutionStateFunctionTimeout="$$(cat functions/environment.json | jq -r '.Functions.GetExecutionState.FunctionConfiguration.Timeout')" \
-			GetExecutionStateFunctionMemorySize="$$(cat functions/environment.json | jq -r '.Functions.GetExecutionState.FunctionConfiguration.MemorySize')" \
-			ExecuteValidationQueriesFunctionName="$${STAGE}"-"$${APP_NAME}"-"$$(cat functions/environment.json | jq -r '.Functions.ExecuteValidationQueries.FunctionConfiguration.FunctionName')" \
-			ExecuteValidationQueriesFunctionMemorySize="$$(cat functions/environment.json | jq -r '.Functions.ExecuteValidationQueries.FunctionConfiguration.MemorySize')" \
-			ExecuteValidationQueriesFunctionTimeout="$$(cat functions/environment.json | jq -r '.Functions.ExecuteValidationQueries.FunctionConfiguration.Timeout')" \
-			InvokeBackupScriptFunctionName="$${STAGE}"-"$${APP_NAME}"-"$$(cat functions/environment.json | jq -r '.Functions.InvokeBackupScript.FunctionConfiguration.FunctionName')" \
-			InvokeLoadScriptFunctionName="$${STAGE}"-"$${APP_NAME}"-"$$(cat functions/environment.json | jq -r '.Functions.InvokeLoadScript.FunctionConfiguration.FunctionName')" \
-			ValidateBuildOutputFunctionName="$${STAGE}"-"$${APP_NAME}"-"$$(cat functions/environment.json | jq -r '.Functions.ValidateBuildOutput.FunctionConfiguration.FunctionName')" \
-			DisableBackupFunctionName="$${STAGE}"-"$${APP_NAME}"-"$$(cat functions/environment.json | jq -r '.Functions.DisableBackup.FunctionConfiguration.FunctionName')" \
 			ECRBaseUri="${ECR_BASE_URI}" \
 			BuildServiceRepositoryName="${BUILD_REPOSITORY_NAME}" \
 			FeatureServiceUrl="${FEATURE_SERVICE_URL}" \
diff --git a/gfe-db/pipeline/functions/environment.json b/gfe-db/pipeline/functions/environment.json
deleted file mode 100644
index d0a4b24a..00000000
--- a/gfe-db/pipeline/functions/environment.json
+++ /dev/null
@@ -1,50 +0,0 @@
-{
-    "Functions": {
-        "CheckSourceUpdate": {
-            "CheckSourceUpdateFunctionSchedule": "cron(0\\ 12\\ *\\ *\\ ?\\ *)",
-            "FunctionConfiguration": {
-                "FunctionName": "check-source-update",
-                "Timeout": 300,
-                "MemorySize": 256
-            }
-        },
-        "InvokeUpdatePipeline": {
-            "FunctionConfiguration": {
-                "FunctionName": "invoke-update-pipeline"
-            }
-        },
-        "GetExecutionState": {
-            "FunctionConfiguration": {
-                "Timeout": 60,
-                "MemorySize": 256
-            }
-        },
-        "ExecuteValidationQueries": {
-            "FunctionConfiguration": {
-                "FunctionName": "execute-validation-queries",
-                "MemorySize": 256,
-                "Timeout": 60
-            }
-        },
-        "InvokeBackupScript": {
-            "FunctionConfiguration": {
-                "FunctionName": "invoke-backup-script"
-            }
-        },
-        "InvokeLoadScript": {
-            "FunctionConfiguration": {
-                "FunctionName": "invoke-load-script"
-            }
-        },
-        "ValidateBuildOutput": {
-            "FunctionConfiguration": {
-                "FunctionName": "validate-build-output"
-            }
-        },
-        "DisableBackup": {
-            "FunctionConfiguration": {
-                "FunctionName": "disable-backup"
-            }
-        }
-    }
-}
\ No newline at end of file
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 0413a37b..6f8e29e7 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -9,90 +9,29 @@ Parameters:
   AppName:
     Type: String
     Description: Application name
-  createVpc:
+  ServiceName:
     Type: String
-    AllowedValues:
-      - "true"
-      - "false"
+    Description: Service name
+  # createVpc:
+  #   Type: String
+  #   AllowedValues:
+  #     - "true"
+  #     - "false"
   usePrivateSubnet:
     Type: String
     AllowedValues:
       - "true"
       - "false"
+  ConfigS3Path:
+    Type: String
+    Description: S3 path to config file
   GitHubRepositoryOwner: 
     Type: String
   GitHubRepositoryName:
     Type: String
-  # InvokePipelineFunctionName:
-  #   Type: String
-  #   AllowedPattern: ^[a-z-]+$
-  # # InvokePipelineFunctionSchedule:
-  # #   Type: String
-  # #   AllowedPattern: ^cron\(.*\)$
-  # InvokePipelineFunctionMemorySize:
-  #   Type: Number
-  #   Default: 256
-  #   AllowedValues:
-  #     - 128
-  #     - 256
-  #     - 512
-  # InvokePipelineFunctionTimeout:
-  #   Type: Number
-  #   Default: 60
-  ServiceName:
-    Type: String
-    Description: Service name
   GitHubPersonalAccessToken:
     Type: String
     NoEcho: true
-  ConfigS3Path:
-    Type: String
-    Description: S3 path to config file
-  CheckSourceUpdateFunctionName:
-    Type: String
-  CheckSourceUpdateFunctionMemorySize:
-    Type: Number
-    MinValue: 128
-    MaxValue: 512
-  CheckSourceUpdateFunctionTimeout:
-    Type: Number
-  CheckSourceUpdateFunctionSchedule:
-    Type: String
-  GetExecutionStateFunctionTimeout:
-    Type: Number
-  GetExecutionStateFunctionMemorySize:
-    Type: Number
-    MinValue: 128
-    MaxValue: 512
-  ExecuteValidationQueriesFunctionName:
-    Type: String
-    AllowedPattern: ^[a-z-]+$
-    MaxLength: 140
-  ExecuteValidationQueriesFunctionMemorySize:
-    Type: Number
-    Default: 256
-    AllowedValues:
-      - 128
-      - 256
-      - 512
-  ExecuteValidationQueriesFunctionTimeout:
-    Type: Number
-  InvokeBackupScriptFunctionName:
-    Type: String
-    AllowedPattern: ^[a-z-]+$
-    MaxLength: 140
-  ValidateBuildOutputFunctionName:
-    Type: String
-    AllowedPattern: ^[a-z-]+$
-    MaxLength: 140
-  InvokeLoadScriptFunctionName:
-    Type: String
-    AllowedPattern: ^[a-z-]+$
-    MaxLength: 140
-  DisableBackupFunctionName:
-    Type: String
-    AllowedPattern: ^[a-z-]+$
-    MaxLength: 140
   ECRBaseUri:
     Type: String
   BuildServiceRepositoryName:
@@ -102,12 +41,12 @@ Parameters:
 
 Conditions:
   # Important: All stacks (infra, database, pipeline) should use the same conditions
-  CreateVpc: !Equals [!Ref createVpc, 'true']
-  UseExternalVpc: !Equals [!Ref createVpc, 'false']
-  UseExternalVpcPublic: !And [!Equals [!Ref createVpc, 'false'], !Equals [!Ref usePrivateSubnet, 'false']]
-  UseExternalVpcPrivate: !And [!Equals [!Ref createVpc, 'false'], !Equals [!Ref usePrivateSubnet, 'true']]
+  # CreateVpc: !Equals [!Ref createVpc, 'true']
+  # UseExternalVpc: !Equals [!Ref createVpc, 'false']
+  # UseExternalVpcPublic: !And [!Equals [!Ref createVpc, 'false'], !Equals [!Ref usePrivateSubnet, 'false']]
+  # UseExternalVpcPrivate: !And [!Equals [!Ref createVpc, 'false'], !Equals [!Ref usePrivateSubnet, 'true']]
   UsePrivateSubnet: !Equals [!Ref usePrivateSubnet, 'true']
-  UsePublicSubnet: !Equals [!Ref usePrivateSubnet, 'false']
+  # UsePublicSubnet: !Equals [!Ref usePrivateSubnet, 'false']
 
 Resources:
   GitHubPersonalAccessTokenSecret:
@@ -515,15 +454,15 @@ Resources:
   CheckSourceUpdateFunction:
     Type: AWS::Serverless::Function
     Properties:
-      FunctionName: !Ref CheckSourceUpdateFunctionName
+      FunctionName: !Sub "${Stage}-${AppName}-check-source-update"
       Description: !Sub "${AppName} update pipeline trigger: checks for new IMGT/HLA releases and starts the loading process"
       CodeUri: functions/check_source_update/
       Handler: app.lambda_handler
       Runtime: python3.10
       Layers:
         - !Ref GfeDbModelsLayer
-      MemorySize: !Ref CheckSourceUpdateFunctionMemorySize
-      Timeout: !Ref CheckSourceUpdateFunctionTimeout
+      MemorySize: 256
+      Timeout: 300
       Architectures:
         - x86_64
       Environment:
@@ -535,7 +474,7 @@ Resources:
         Trigger:
           Type: Schedule
           Properties:
-            Schedule: !Ref CheckSourceUpdateFunctionSchedule
+            Schedule: "cron(0\\ 12\\ *\\ *\\ ?\\ *)"
       Policies:
         - AWSLambdaBasicExecutionRole
         - Version: "2012-10-17"
@@ -612,13 +551,13 @@ Resources:
   ExecuteValidationQueriesFunction:
     Type: AWS::Serverless::Function
     Properties:
-      FunctionName: !Ref ExecuteValidationQueriesFunctionName
+      FunctionName: !Sub "${Stage}-${AppName}-execute-validation-queries"
       Description: !Sub "Execute validation a queries on Neo4j for ${AppName}"
       CodeUri: functions/execute_validation_queries/
       Handler: app.lambda_handler
       Runtime: python3.10
-      MemorySize: !Ref ExecuteValidationQueriesFunctionMemorySize
-      Timeout: !Ref ExecuteValidationQueriesFunctionTimeout
+      MemorySize: 256
+      Timeout: 60
       Architectures:
         - x86_64
       Environment:
@@ -671,7 +610,7 @@ Resources:
   InvokeBackupScriptFunction:
     Type: AWS::Serverless::Function
     Properties:
-      FunctionName: !Ref InvokeBackupScriptFunctionName
+      FunctionName: !Sub "${Stage}-${AppName}-invoke-backup-script"
       Description: !Sub "Invoke backup for Neo4j for ${AppName}"
       CodeUri: functions/invoke_backup_script/
       Handler: app.lambda_handler
@@ -705,7 +644,7 @@ Resources:
               Action: 
                 - "ssm:GetCommandInvocation"
               Resource: 
-                - !Sub '*'
+                - '*'
 
   GetExecutionStateFunction:
     Type: AWS::Serverless::Function
@@ -716,8 +655,8 @@ Resources:
       Runtime: python3.10
       Layers:
         - !Ref GfeDbModelsLayer
-      MemorySize: !Ref GetExecutionStateFunctionMemorySize
-      Timeout: !Ref GetExecutionStateFunctionTimeout
+      MemorySize: 256
+      Timeout: 60
       Architectures:
         - x86_64
       Environment:
@@ -771,7 +710,7 @@ Resources:
       Runtime: python3.10
       Layers:
         - !Ref GfeDbModelsLayer
-      MemorySize: 128
+      MemorySize: 256
       Timeout: 60
       Architectures:
         - x86_64
@@ -824,12 +763,12 @@ Resources:
       ComparisonOperator: GreaterThanOrEqualToThreshold
       Dimensions:
         - Name: FunctionName
-          Value: !Ref InvokeLoadScriptFunctionName
+          Value: !Ref InvokeLoadScriptFunction
 
   ValidateBuildOutputFunction:
     Type: AWS::Serverless::Function
     Properties:
-      FunctionName: !Ref ValidateBuildOutputFunctionName
+      FunctionName: !Sub "${Stage}-${AppName}-validate-build-output"
       Description: !Sub "Validate build output for ${AppName}"
       CodeUri: functions/validate_build_output/
       Handler: app.lambda_handler
@@ -942,7 +881,7 @@ Resources:
   InvokeLoadScriptFunction:
     Type: AWS::Serverless::Function
     Properties:
-      FunctionName: !Ref InvokeLoadScriptFunctionName
+      FunctionName: !Sub "${Stage}-${AppName}-invoke-load-script"
       Description: !Sub "Invoke server-side loading on Neo4j for ${AppName}"
       CodeUri: functions/invoke_load_script/
       Handler: app.lambda_handler
@@ -1100,7 +1039,7 @@ Resources:
   DisableBackupFunction:
     Type: AWS::Serverless::Function
     Properties:
-      FunctionName: !Ref DisableBackupFunctionName
+      FunctionName: !Sub "${Stage}-${AppName}-disable-backup"
       CodeUri: functions/disable_backup/
       Handler: app.lambda_handler
       Runtime: python3.10

From 0e36c42791ccaee5e55bd985d83f8cd009a0800b Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 30 Dec 2023 14:01:27 -0800
Subject: [PATCH 207/367] specify update and deletion policies for stateful
 resources

---
 Makefile                      |  2 +-
 gfe-db/pipeline/template.yaml | 10 ++++++++++
 2 files changed, 11 insertions(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index de27fc87..e7323638 100644
--- a/Makefile
+++ b/Makefile
@@ -455,7 +455,7 @@ pipeline.deploy:
 	$(MAKE) -C ${APP_NAME}/pipeline/ service.deploy
 
 pipeline.service.deploy:
-	$(MAKE) -C ${APP_NAME}/pipeline/ service.deploy
+	$(MAKE) -C ${APP_NAME}/pipeline/ service.functions.deploy
 
 pipeline.jobs.deploy:
 	$(MAKE) -C ${APP_NAME}/pipeline/ service.jobs.deploy
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 6f8e29e7..1bb24a02 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -51,6 +51,8 @@ Conditions:
 Resources:
   GitHubPersonalAccessTokenSecret:
     Type: AWS::SecretsManager::Secret
+    UpdateReplacePolicy: Delete
+    DeletionPolicy: Delete
     Properties:
       Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/GitHubPersonalAccessToken"
       Description: GitHub Personal Access Token for repository access
@@ -85,6 +87,8 @@ Resources:
 
   GfeDbExecutionStateTable:
     Type: AWS::DynamoDB::Table
+    UpdateReplacePolicy: Retain
+    DeletionPolicy: Delete
     Properties:
       AttributeDefinitions:
         - AttributeName: "commit__sha"
@@ -428,6 +432,8 @@ Resources:
 
   GfeDbProcessingQueue:
     Type: AWS::SQS::Queue
+    UpdateReplacePolicy: Delete
+    DeletionPolicy: Delete
     Properties:
       VisibilityTimeout: 300
       MessageRetentionPeriod: 43200
@@ -438,6 +444,8 @@ Resources:
 
   GfeDbProcessingDeadLetterQueue:
     Type: AWS::SQS::Queue
+    UpdateReplacePolicy: Delete
+    DeletionPolicy: Delete
     Properties:
       VisibilityTimeout: 43200
       MessageRetentionPeriod: 1209600
@@ -958,6 +966,8 @@ Resources:
 
   UpdatePipelineLogGroup:
     Type: AWS::Logs::LogGroup
+    UpdateReplacePolicy: Delete
+    DeletionPolicy: Delete
     Properties:
       LogGroupName: !Sub "${Stage}-${AppName}-pipeline-execution-logs"
 

From ae08a64b4cd7b1a19954f8d8cba258ec6e5b34cf Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 30 Dec 2023 15:01:20 -0800
Subject: [PATCH 208/367] add comments and clean up

---
 gfe-db/database/scripts/load_db.sh    |  3 ++-
 gfe-db/database/scripts/start_task.sh | 16 +---------------
 gfe-db/pipeline/jobs/build/run.sh     |  1 +
 gfe-db/pipeline/template.yaml         |  2 +-
 4 files changed, 5 insertions(+), 17 deletions(-)

diff --git a/gfe-db/database/scripts/load_db.sh b/gfe-db/database/scripts/load_db.sh
index fb5d075a..52d36fd5 100644
--- a/gfe-db/database/scripts/load_db.sh
+++ b/gfe-db/database/scripts/load_db.sh
@@ -25,7 +25,7 @@ NEO4J_CYPHER_PATH=$NEO4J_HOME/cypher
 NEO4J_IMPORT_PATH=$NEO4J_HOME/import
 S3_NEO4J_CYPHER_PATH=config/database/neo4j/cypher # TODO use SERVICE variable (database)
 
-# TODO redundant, also available in state machine execution
+# TODO Get from state payload
 S3_CSV_PATH=data/$RELEASE/csv
 
 if [[ -z $AWS_REGION ]]; then
@@ -71,6 +71,7 @@ echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Downloading CSV data for release $RE
 aws s3 cp --recursive s3://$DATA_BUCKET_NAME/$S3_CSV_PATH/ $NEO4J_IMPORT_PATH/ --quiet
 
 # Update Cypher load query for correct release
+# TODO Change load.cyp to load.cyp.template
 mkdir -p $NEO4J_CYPHER_PATH/tmp/$RELEASE/
 cat $NEO4J_CYPHER_PATH/load.cyp | sed "s/RELEASE/$RELEASE/g" > $NEO4J_CYPHER_PATH/tmp/$RELEASE/load.$RELEASE.cyp
 
diff --git a/gfe-db/database/scripts/start_task.sh b/gfe-db/database/scripts/start_task.sh
index 67a4d774..ea7cf513 100644
--- a/gfe-db/database/scripts/start_task.sh
+++ b/gfe-db/database/scripts/start_task.sh
@@ -55,7 +55,7 @@ send_result () {
     fi
 }
 
-# TODO this will send task failure if any error is encountered, but sometimes errors can occur that do not affect that actual loading process
+# This will send task failure if any error is encountered, but sometimes errors can occur that do not affect that actual loading process
 trap 'cause="Error on line $LINENO: $ERR_MSG" && error=$? && send_result && kill 0' ERR
 
 # start_time=$(date +%s)
@@ -123,20 +123,6 @@ while true; do
             kill $send_heartbeat_pid
         fi
     fi
-
-    # current_time=$(date +%s)
-    # elapsed_time=$((current_time - start_time))
-
-    # if [ $elapsed_time -ge $timeout ]; then
-    #     ERR_MSG="Timeout reached after $timeout seconds"
-    #     echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - $ERR_MSG" >&2
-    #     status="FAILED"
-    #     error="1"
-    #     cause="$ERR_MSG"
-    #     send_result
-    #     kill 0
-    # fi
-
 done
 
 exit 0
diff --git a/gfe-db/pipeline/jobs/build/run.sh b/gfe-db/pipeline/jobs/build/run.sh
index 4c05252f..babe153d 100755
--- a/gfe-db/pipeline/jobs/build/run.sh
+++ b/gfe-db/pipeline/jobs/build/run.sh
@@ -115,6 +115,7 @@ else
 	echo "Logs directory: $LOGS_DIR"
 fi
 
+# TODO test memory profiling for build job
 # Memory profiling
 if [ "$mem_profile" == "true" ]; then
 	echo "Memory profiling is set to $mem_profile."
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 1bb24a02..fd4733ac 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -1150,7 +1150,7 @@ Resources:
             type: "StringMap"
             description: !Sub "Downloads all files under the ${AppName} scripts prefix"
             default:
-              path: !Sub "https://{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}.s3.amazonaws.com/config/database/scripts/"
+              path: !Sub "https://{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}.s3.amazonaws.com/${ConfigS3Path}/database/scripts/"
           commandLine:
             type: "String"
             description: "These commands are invoked by a Lambda script which sets the correct parameters (Refer to documentation)."

From d98d9dcde310a345b02eab6fe4fb7eedc173916d Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 30 Dec 2023 17:20:09 -0800
Subject: [PATCH 209/367] format and add missing SSM parameter map

---
 gfe-db/pipeline/template.yaml | 914 ++++++++++++++--------------------
 1 file changed, 385 insertions(+), 529 deletions(-)

diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index fd4733ac..5ec5e354 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -1,7 +1,6 @@
-AWSTemplateFormatVersion: "2010-09-09"
+AWSTemplateFormatVersion: '2010-09-09'
 Transform: AWS::Serverless-2016-10-31
 Description: Deploys IAM, ECR repositories, AWS Batch Jobs and a State Machine for the gfe-db update pipeline
-
 Parameters:
   Stage:
     Type: String
@@ -12,20 +11,15 @@ Parameters:
   ServiceName:
     Type: String
     Description: Service name
-  # createVpc:
-  #   Type: String
-  #   AllowedValues:
-  #     - "true"
-  #     - "false"
   usePrivateSubnet:
     Type: String
     AllowedValues:
-      - "true"
-      - "false"
+      - 'true'
+      - 'false'
   ConfigS3Path:
     Type: String
     Description: S3 path to config file
-  GitHubRepositoryOwner: 
+  GitHubRepositoryOwner:
     Type: String
   GitHubRepositoryName:
     Type: String
@@ -38,23 +32,17 @@ Parameters:
     Type: String
   FeatureServiceUrl:
     Type: String
-
 Conditions:
-  # Important: All stacks (infra, database, pipeline) should use the same conditions
-  # CreateVpc: !Equals [!Ref createVpc, 'true']
-  # UseExternalVpc: !Equals [!Ref createVpc, 'false']
-  # UseExternalVpcPublic: !And [!Equals [!Ref createVpc, 'false'], !Equals [!Ref usePrivateSubnet, 'false']]
-  # UseExternalVpcPrivate: !And [!Equals [!Ref createVpc, 'false'], !Equals [!Ref usePrivateSubnet, 'true']]
-  UsePrivateSubnet: !Equals [!Ref usePrivateSubnet, 'true']
-  # UsePublicSubnet: !Equals [!Ref usePrivateSubnet, 'false']
-
+  UsePrivateSubnet: !Equals
+    - !Ref usePrivateSubnet
+    - 'true'
 Resources:
   GitHubPersonalAccessTokenSecret:
     Type: AWS::SecretsManager::Secret
     UpdateReplacePolicy: Delete
     DeletionPolicy: Delete
     Properties:
-      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/GitHubPersonalAccessToken"
+      Name: !Sub /${AppName}/${Stage}/${AWS::Region}/GitHubPersonalAccessToken
       Description: GitHub Personal Access Token for repository access
       SecretString: !Ref GitHubPersonalAccessToken
       Tags:
@@ -62,20 +50,18 @@ Resources:
           Value: !Ref Stage
         - Key: AppName
           Value: !Ref AppName
-
   GitHubSourceRepositoryParameter:
     Type: AWS::SSM::Parameter
     Properties:
-      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/GitHubSourceRepository"
+      Name: !Sub /${AppName}/${Stage}/${AWS::Region}/GitHubSourceRepository
       Type: String
       Description: GitHub Personal Access Token for repository access
       Value: !Sub '{"owner":"${GitHubRepositoryOwner}", "name":"${GitHubRepositoryName}"}'
-
   GfeDbModelsLayer:
     Type: AWS::Serverless::LayerVersion
     Properties:
-      LayerName: !Sub "${Stage}-gfe-db-models"
-      Description: !Sub "${AppName} models for validationa and processing data"
+      LayerName: !Sub ${Stage}-gfe-db-models
+      Description: !Sub ${AppName} models for validationa and processing data
       ContentUri: lambda_layers/gfe_db_models
       RetentionPolicy: delete
       CompatibleRuntimes:
@@ -84,40 +70,34 @@ Resources:
     Metadata:
       BuildMethod: python3.10
       BuildArchitectures: arm64
-
   GfeDbExecutionStateTable:
     Type: AWS::DynamoDB::Table
     UpdateReplacePolicy: Retain
     DeletionPolicy: Delete
     Properties:
       AttributeDefinitions:
-        - AttributeName: "commit__sha"
+        - AttributeName: commit__sha
           AttributeType: S
-        - AttributeName: "execution__version"
-          AttributeType: N
+        - AttributeName: execution__version
+          AttributeType: 'N'
       KeySchema:
-        - AttributeName: "commit__sha"
+        - AttributeName: commit__sha
           KeyType: HASH
-        - AttributeName: "execution__version"
+        - AttributeName: execution__version
           KeyType: RANGE
       BillingMode: PAY_PER_REQUEST
-      # ProvisionedThroughput:
-      #   ReadCapacityUnits: 2
-      #   WriteCapacityUnits: 2
-
   GfeDbExecutionStateTableNameParameter:
     Type: AWS::SSM::Parameter
     Properties:
-      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/GfeDbExecutionStateTableName"
+      Name: !Sub /${AppName}/${Stage}/${AWS::Region}/GfeDbExecutionStateTableName
       Type: String
       Value: !Ref GfeDbExecutionStateTable
-
   GfeDbExecutionStateTableFieldsParameter:
     Type: AWS::SSM::Parameter
     Properties:
       Type: String
-      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/GfeDbExecutionStateTableFields"
-      Description: !Sub "Selected fields for ${Stage}-${AppName} execution state table"
+      Name: !Sub /${AppName}/${Stage}/${AWS::Region}/GfeDbExecutionStateTableFields
+      Description: !Sub Selected fields for ${Stage}-${AppName} execution state table
       Tier: Standard
       Value: !Sub |
         [
@@ -138,27 +118,20 @@ Resources:
             "created_utc",
             "updated_utc"
         ]
-
   BuildServerSG:
     Type: AWS::EC2::SecurityGroup
     Properties:
-      GroupName: !Sub '${Stage}-${AppName}-build-server-sg'
-      GroupDescription: !Sub 'Security group for the ${Stage}-${AppName} build server'
+      GroupName: !Sub ${Stage}-${AppName}-build-server-sg
+      GroupDescription: !Sub Security group for the ${Stage}-${AppName} build server
       VpcId: !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/VpcId}}'
-      # SecurityGroupIngress: # Uncomment to allow SSH access to build instance
-      #   - CidrIp: 0.0.0.0/0
-      #     FromPort: 22
-      #     IpProtocol: tcp
-      #     ToPort: 22
       Tags:
         - Key: Name
-          Value: !Sub "${Stage}-${AppName}-build-server-sg"
-
+          Value: !Sub ${Stage}-${AppName}-build-server-sg
   BatchServiceRole:
     Type: AWS::IAM::Role
     Properties:
       AssumeRolePolicyDocument:
-        Version: "2012-10-17"
+        Version: '2012-10-17'
         Statement:
           - Effect: Allow
             Principal:
@@ -166,20 +139,18 @@ Resources:
             Action: sts:AssumeRole
       ManagedPolicyArns:
         - arn:aws:iam::aws:policy/service-role/AWSBatchServiceRole
-
   BatchWorkerInstanceProfile:
     Type: AWS::IAM::InstanceProfile
     Properties:
       Roles:
         - !Ref BatchWorkerInstanceRole
-
   BatchWorkerInstanceRole:
     Type: AWS::IAM::Role
     Properties:
       AssumeRolePolicyDocument:
-        Version: "2008-10-17"
+        Version: '2008-10-17'
         Statement:
-          - Sid: ""
+          - Sid: ''
             Effect: Allow
             Principal:
               Service: ec2.amazonaws.com
@@ -189,80 +160,59 @@ Resources:
         - arn:aws:iam::aws:policy/AmazonS3FullAccess
         - arn:aws:iam::aws:policy/CloudWatchAgentServerPolicy
       Policies:
-        - PolicyName: !Sub "${Stage}-${AppName}-ECS-CloudWatchLogs"
+        - PolicyName: !Sub ${Stage}-${AppName}-ECS-CloudWatchLogs
           PolicyDocument:
-            Version: "2012-10-17"
+            Version: '2012-10-17'
             Statement:
               - Action:
-                  - "logs:CreateLogGroup"
-                  - "logs:CreateLogStream"
-                  - "logs:PutLogEvents"
-                  - "logs:DescribeLogStreams"
-                Effect: "Allow"
-                Resource: "arn:aws:logs:*:*:*"
-        - PolicyName: !Sub "${Stage}-${AppName}-BuildServiceS3ReadWritePolicy"
+                  - logs:CreateLogGroup
+                  - logs:CreateLogStream
+                  - logs:PutLogEvents
+                  - logs:DescribeLogStreams
+                Effect: Allow
+                Resource: arn:aws:logs:*:*:*
+        - PolicyName: !Sub ${Stage}-${AppName}-BuildServiceS3ReadWritePolicy
           PolicyDocument:
-            Version: "2012-10-17"
+            Version: '2012-10-17'
             Statement:
-              - Effect: "Allow"
+              - Effect: Allow
                 Action:
-                  - "s3:GetObject"
-                  - "s3:ListBucket"
-                  - "s3:GetBucketLocation"
-                  - "s3:GetObjectVersion"
-                  - "s3:GetLifecycleConfiguration"
-                  - "s3:PutObject"
-                  - "s3:PutObjectAcl"
-                  - "s3:PutLifecycleConfiguration"
-                  - "s3:DeleteObject"
+                  - s3:GetObject
+                  - s3:ListBucket
+                  - s3:GetBucketLocation
+                  - s3:GetObjectVersion
+                  - s3:GetLifecycleConfiguration
+                  - s3:PutObject
+                  - s3:PutObjectAcl
+                  - s3:PutLifecycleConfiguration
+                  - s3:DeleteObject
                 Resource:
-                  - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}"
-                  - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}/*"
-        # TODO restrict to specific params
-        # \!Sub 'arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*'
-        - PolicyName: !Sub "${Stage}-${AppName}-SecretsPolicy"
+                  - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}'
+                  - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}/*'
+        - PolicyName: !Sub ${Stage}-${AppName}-SecretsPolicy
           PolicyDocument:
-            Version: "2012-10-17"
+            Version: '2012-10-17'
             Statement:
-              - Effect: "Allow"
+              - Effect: Allow
                 Action:
-                  - "ssm:GetParameters"
-                  - "ssm:GetParameter"
-                  - "secretsmanager:GetResourcePolicy"
-                  - "secretsmanager:GetSecretValue"
-                  - "secretsmanager:DescribeSecret"
-                  - "secretsmanager:ListSecretVersionIds"
-                  - "secretsmanager:ListSecrets"
-                # TODO tighten permissions
-                Resource: 
-                  - "*"
-        # - PolicyName: !Sub '${Stage}-${AppName}-SQSPolicy'
-        #   PolicyDocument:
-        #     Version: '2012-10-17' 
-        #     Statement:
-        #       - Effect: Allow
-        #         Action:
-        #           - "sqs:GetQueueAttributes"
-        #           - "sqs:SendMessageBatch"
-        #           - "sqs:SendMessage"
-        #           - "sqs:ReceiveMessage"
-        #           - "sqs:DeleteMessage"
-        #         Resource:
-        #           - !GetAtt FailedAllelesQueue.Arn
-
+                  - ssm:GetParameters
+                  - ssm:GetParameter
+                  - secretsmanager:GetResourcePolicy
+                  - secretsmanager:GetSecretValue
+                  - secretsmanager:DescribeSecret
+                  - secretsmanager:ListSecretVersionIds
+                  - secretsmanager:ListSecrets
+                Resource:
+                  - '*'
   BuildJobDefinition:
     Type: AWS::Batch::JobDefinition
     Properties:
       Type: container
-      JobDefinitionName: !Sub "${Stage}-${AppName}-BuildJobDefinition"
+      JobDefinitionName: !Sub ${Stage}-${AppName}-BuildJobDefinition
       ContainerProperties:
-        Image: !Sub "${ECRBaseUri}/${BuildServiceRepositoryName}:latest"
+        Image: !Sub ${ECRBaseUri}/${BuildServiceRepositoryName}:latest
         Vcpus: 8
-        # TODO: Memory param is deprecated, move to ResourceRequirements
-        Memory: 8000 # Keep this around half the available RAM to avoid getting stuck in RUNNABLE status
-        # ResourceRequirements:
-        #   Type: MEMORY
-        #   Value: 8000
+        Memory: 8000
         Command:
           - bash
           - run.sh
@@ -271,38 +221,30 @@ Resources:
             Value: !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}'
           - Name: FEATURE_SERVICE_URL
             Value: !Ref FeatureServiceUrl
-          # - Name: FAILED_ALLELES_QUEUE
-          #   Value: !Ref FailedAllelesQueue
           - Name: AWS_REGION
             Value: !Ref AWS::Region
       RetryStrategy:
         Attempts: 1
-
   BuildJobQueue:
     Type: AWS::Batch::JobQueue
     Properties:
-      JobQueueName: !Sub "${Stage}-${AppName}-BuildJobQueue"
+      JobQueueName: !Sub ${Stage}-${AppName}-BuildJobQueue
       Priority: 1
       ComputeEnvironmentOrder:
         - Order: 1
           ComputeEnvironment: !Ref BuildComputeEnvironment
-
-  # SSM Parameter for the BuildJobQueue ARN
   BuildJobQueueArn:
     Type: AWS::SSM::Parameter
     Properties:
-      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/BuildJobQueueArn"
+      Name: !Sub /${AppName}/${Stage}/${AWS::Region}/BuildJobQueueArn
       Type: String
       Value: !GetAtt BuildJobQueue.JobQueueArn
-
   BuildComputeEnvironment:
     Type: AWS::Batch::ComputeEnvironment
     Properties:
       Type: MANAGED
       ComputeResources:
         Type: EC2
-        # # Testing only, comment before production deployment
-        # Ec2KeyPair: !Ref EC2KeyPairName
         MinvCpus: 0
         DesiredvCpus: 0
         MaxvCpus: 32
@@ -315,16 +257,16 @@ Resources:
         InstanceRole: !Ref BatchWorkerInstanceProfile
         LaunchTemplate:
           LaunchTemplateId: !Ref BuildLaunchTemplate
-      Tags: { "Name": "gfe-db-build-worker" }
+      Tags:
+        Name: gfe-db-build-worker
       ServiceRole: !GetAtt BatchServiceRole.Arn
-
   BuildLaunchTemplate:
     Type: AWS::EC2::LaunchTemplate
     Properties:
       LaunchTemplateData:
         DisableApiTermination: false
         InstanceInitiatedShutdownBehavior: stop
-        ImageId: "{{resolve:ssm:/aws/service/ecs/optimized-ami/amazon-linux-2/recommended/image_id}}"
+        ImageId: '{{resolve:ssm:/aws/service/ecs/optimized-ami/amazon-linux-2/recommended/image_id}}'
         InstanceType: c5d.xlarge
         IamInstanceProfile:
           Name: !Ref BatchWorkerInstanceProfile
@@ -332,104 +274,94 @@ Resources:
           Enabled: true
         SecurityGroupIds:
           - !Ref BuildServerSG
-        UserData:
-          Fn::Base64: |
-            MIME-Version: 1.0
-            Content-Type: multipart/mixed; boundary="==MYBOUNDARY=="
-
-            --==MYBOUNDARY==
-            Content-Type: text/x-shellscript; charset="us-ascii"
-
-            #!/bin/bash -x
-            IDX=1
-            for DEV in /dev/disk/by-id/nvme-Amazon_EC2_NVMe_Instance_Storage_*-ns-1; do
-              mkfs.xfs ${DEV}
-              mkdir -p /local${IDX}
-              echo ${DEV} /local${IDX} xfs defaults,noatime 1 2 >> /etc/fstab
-              IDX=$((${IDX} + 1))
-            done
-            mount -a
-            sudo yum update -y
-            sudo yum install amazon-cloudwatch-agent -y
-
-            --==MYBOUNDARY==
+        UserData: !Base64 |
+          MIME-Version: 1.0
+          Content-Type: multipart/mixed; boundary="==MYBOUNDARY=="
+          --==MYBOUNDARY==
+          Content-Type: text/x-shellscript; charset="us-ascii"
+          #!/bin/bash -x
+          IDX=1
+          for DEV in /dev/disk/by-id/nvme-Amazon_EC2_NVMe_Instance_Storage_*-ns-1; do
+            mkfs.xfs ${DEV}
+            mkdir -p /local${IDX}
+            echo ${DEV} /local${IDX} xfs defaults,noatime 1 2 >> /etc/fstab
+            IDX=$((${IDX} + 1))
+          done
+          mount -a
+          sudo yum update -y
+          sudo yum install amazon-cloudwatch-agent -y
+          --==MYBOUNDARY==
       TagSpecifications:
         - ResourceType: launch-template
           Tags:
             - Key: Name
-              Value: "gfe-db-build-worker"
-
+              Value: gfe-db-build-worker
   BatchTaskExecutionRole:
     Type: AWS::IAM::Role
     Properties:
       AssumeRolePolicyDocument:
-        Version: "2008-10-17"
+        Version: '2008-10-17'
         Statement:
-          - Sid: ""
+          - Sid: ''
             Effect: Allow
             Principal:
               Service: ecs-tasks.amazonaws.com
             Action: sts:AssumeRole
       Policies:
-        - PolicyName: !Sub "${Stage}-${AppName}-ecsTaskExecutionRolePolicy"
+        - PolicyName: !Sub ${Stage}-${AppName}-ecsTaskExecutionRolePolicy
           PolicyDocument:
-            Version: "2012-10-17"
+            Version: '2012-10-17'
             Statement:
               - Effect: Allow
                 Action:
-                  - "ecr:GetAuthorizationToken"
-                  - "ecr:BatchCheckLayerAvailability"
-                  - "ecr:GetDownloadUrlForLayer"
-                  - "ecr:BatchGetImage"
-                  - "logs:CreateLogStream"
-                  - "logs:PutLogEvents"
-                Resource: "*"
-        # TODO restrict to specific parameters
-        # \!Sub 'arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*'
-        - PolicyName: !Sub "${Stage}-${AppName}-BatchTaskExecutionPolicy"
+                  - ecr:GetAuthorizationToken
+                  - ecr:BatchCheckLayerAvailability
+                  - ecr:GetDownloadUrlForLayer
+                  - ecr:BatchGetImage
+                  - logs:CreateLogStream
+                  - logs:PutLogEvents
+                Resource: '*'
+        - PolicyName: !Sub ${Stage}-${AppName}-BatchTaskExecutionPolicy
           PolicyDocument:
-            Version: "2012-10-17"
+            Version: '2012-10-17'
             Statement:
-              - Effect: "Allow"
+              - Effect: Allow
                 Action:
-                  - "ssm:GetParameters"
-                  - "secretsmanager:GetResourcePolicy"
-                  - "secretsmanager:GetSecretValue"
-                  - "secretsmanager:DescribeSecret"
-                  - "secretsmanager:ListSecretVersionIds"
-                  - "secretsmanager:ListSecrets"
+                  - ssm:GetParameters
+                  - secretsmanager:GetResourcePolicy
+                  - secretsmanager:GetSecretValue
+                  - secretsmanager:DescribeSecret
+                  - secretsmanager:ListSecretVersionIds
+                  - secretsmanager:ListSecrets
                 Resource:
-                  - "*"
-
+                  - '*'
   BuildServiceRepository:
     Type: AWS::ECR::Repository
     Properties:
       RepositoryName: !Ref BuildServiceRepositoryName
       RepositoryPolicyText:
-        Version: "2012-10-17"
+        Version: '2012-10-17'
         Statement:
-          - Sid: "AllowPushPull"
-            Effect: "Allow"
+          - Sid: AllowPushPull
+            Effect: Allow
             Principal:
               AWS:
-                - !Sub "arn:aws:iam::${AWS::AccountId}:role/${BatchWorkerInstanceRole}"
+                - !Sub arn:aws:iam::${AWS::AccountId}:role/${BatchWorkerInstanceRole}
             Action:
-              - "ecr:GetDownloadUrlForLayer"
-              - "ecr:BatchGetImage"
-              - "ecr:BatchCheckLayerAvailability"
-              - "ecr:PutImage"
-              - "ecr:InitiateLayerUpload"
-              - "ecr:UploadLayerPart"
-              - "ecr:CompleteLayerUpload"
-
+              - ecr:GetDownloadUrlForLayer
+              - ecr:BatchGetImage
+              - ecr:BatchCheckLayerAvailability
+              - ecr:PutImage
+              - ecr:InitiateLayerUpload
+              - ecr:UploadLayerPart
+              - ecr:CompleteLayerUpload
   BuildServiceRepositoryNameParameter:
     Type: AWS::SSM::Parameter
     Properties:
       Type: String
-      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/BuildServiceRepositoryName"
-      Description: !Sub "Name of ${AppName} build service repository"
+      Name: !Sub /${AppName}/${Stage}/${AWS::Region}/BuildServiceRepositoryName
+      Description: !Sub Name of ${AppName} build service repository
       Value: !Ref BuildServiceRepositoryName
-
   GfeDbProcessingQueue:
     Type: AWS::SQS::Queue
     UpdateReplacePolicy: Delete
@@ -441,7 +373,6 @@ Resources:
       RedrivePolicy:
         deadLetterTargetArn: !GetAtt GfeDbProcessingDeadLetterQueue.Arn
         maxReceiveCount: 3
-
   GfeDbProcessingDeadLetterQueue:
     Type: AWS::SQS::Queue
     UpdateReplacePolicy: Delete
@@ -450,20 +381,18 @@ Resources:
       VisibilityTimeout: 43200
       MessageRetentionPeriod: 1209600
       ReceiveMessageWaitTimeSeconds: 10
-
   GfeDbProcessingQueueUrlParameter:
     Type: AWS::SSM::Parameter
     Properties:
       Type: String
-      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/GfeDbProcessingQueueUrl"
-      Description: "URL of gfe-db processing queue"
+      Name: !Sub /${AppName}/${Stage}/${AWS::Region}/GfeDbProcessingQueueUrl
+      Description: URL of gfe-db processing queue
       Value: !GetAtt GfeDbProcessingQueue.QueueUrl
-
   CheckSourceUpdateFunction:
     Type: AWS::Serverless::Function
     Properties:
-      FunctionName: !Sub "${Stage}-${AppName}-check-source-update"
-      Description: !Sub "${AppName} update pipeline trigger: checks for new IMGT/HLA releases and starts the loading process"
+      FunctionName: !Sub ${Stage}-${AppName}-check-source-update
+      Description: !Sub '${AppName} update pipeline trigger: checks for new IMGT/HLA releases and starts the loading process'
       CodeUri: functions/check_source_update/
       Handler: app.lambda_handler
       Runtime: python3.10
@@ -477,90 +406,70 @@ Resources:
         Variables:
           APP_NAME: !Ref AppName
           STAGE: !Ref Stage
-          PIPELINE_SOURCE_CONFIG_S3_PATH: !Sub "${ConfigS3Path}/${ServiceName}/source-config.json"
+          PIPELINE_SOURCE_CONFIG_S3_PATH: !Sub ${ConfigS3Path}/${ServiceName}/source-config.json
       Events:
         Trigger:
           Type: Schedule
           Properties:
-            Schedule: "cron(0\\ 12\\ *\\ *\\ ?\\ *)"
+            Schedule: cron(0\ 12\ *\ *\ ?\ *)
       Policies:
         - AWSLambdaBasicExecutionRole
-        - Version: "2012-10-17"
+        - Version: '2012-10-17'
           Statement:
-            - Sid: "AllowSecretsManagerAccess"
-              Effect: "Allow"
+            - Sid: AllowSecretsManagerAccess
+              Effect: Allow
               Action:
-                - "secretsmanager:GetSecretValue"
+                - secretsmanager:GetSecretValue
               Resource: !Ref GitHubPersonalAccessTokenSecret
-        - Version: "2012-10-17"
+        - Version: '2012-10-17'
           Statement:
-            - Sid: "AllowSSMParameterStoreAccess"
-              Effect: "Allow"
+            - Sid: AllowSSMParameterStoreAccess
+              Effect: Allow
               Action:
-                - "ssm:GetParameters"
-                - "ssm:GetParameter"
-              Resource: 
-                - !Sub 'arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*'
-        - Version: "2012-10-17"
+                - ssm:GetParameters
+                - ssm:GetParameter
+              Resource:
+                - !Sub arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*
+        - Version: '2012-10-17'
           Statement:
-            - Sid: "AllowDynamoDBReadAccess"
-              Effect: "Allow"
+            - Sid: AllowDynamoDBReadAccess
+              Effect: Allow
               Action:
-                - "dynamodb:Scan"
-                - "dynamodb:BatchWriteItem"
+                - dynamodb:Scan
+                - dynamodb:BatchWriteItem
               Resource: !GetAtt GfeDbExecutionStateTable.Arn
-        - Version: "2012-10-17"
+        - Version: '2012-10-17'
           Statement:
-            - Sid: "AllowSQSAccess"
-              Effect: "Allow"
+            - Sid: AllowSQSAccess
+              Effect: Allow
               Action:
-                - "sqs:SendMessage"
-                - "sqs:GetQueueUrl"
-                - "sqs:GetQueueAttributes"
-                - "sqs:SendMessageBatch"
-              Resource: "*" # TODO: restrict to the queue
-        - Version: "2012-10-17"
+                - sqs:SendMessage
+                - sqs:GetQueueUrl
+                - sqs:GetQueueAttributes
+                - sqs:SendMessageBatch
+              Resource: '*'
+        - Version: '2012-10-17'
           Statement:
-            - Sid: "AllowS3Access"
-              Effect: "Allow"
+            - Sid: AllowS3Access
+              Effect: Allow
               Action:
-                - "s3:GetObject"
-                - "s3:ListBucket"
-                - "s3:GetBucketLocation"
-                - "s3:GetObjectVersion"
+                - s3:GetObject
+                - s3:ListBucket
+                - s3:GetBucketLocation
+                - s3:GetObjectVersion
               Resource:
                 - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}'
                 - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}/*'
-            - Sid: "AllowSFNStartExecution"
-              Effect: "Allow"
+            - Sid: AllowSFNStartExecution
+              Effect: Allow
               Action:
-                - "states:StartExecution"
+                - states:StartExecution
               Resource: !GetAtt UpdatePipelineStateMachine.Arn
-
-  # # TODO Update alarm reference to function
-  # InvokePipelineFunctionAlarm:
-  #   Type: AWS::CloudWatch::Alarm
-  #   Properties:
-  #     AlarmDescription: !Sub 'Alarm for ${InvokePipelineFunctionName} function errors'
-  #     ActionsEnabled: true
-  #     AlarmActions:
-  #       - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn}}'
-  #     MetricName: Errors
-  #     Namespace: AWS/Lambda
-  #     Statistic: Sum
-  #     Period: 86400
-  #     EvaluationPeriods: 1
-  #     Threshold: 1
-  #     ComparisonOperator: GreaterThanOrEqualToThreshold
-  #     Dimensions:
-  #       - Name: FunctionName
-  #         Value: !Ref InvokePipelineFunctionName
-
   ExecuteValidationQueriesFunction:
     Type: AWS::Serverless::Function
     Properties:
-      FunctionName: !Sub "${Stage}-${AppName}-execute-validation-queries"
-      Description: !Sub "Execute validation a queries on Neo4j for ${AppName}"
+      FunctionName: !Sub ${Stage}-${AppName}-execute-validation-queries
+      Description: !Sub Execute validation a queries on Neo4j for ${AppName}
       CodeUri: functions/execute_validation_queries/
       Handler: app.lambda_handler
       Runtime: python3.10
@@ -580,46 +489,45 @@ Resources:
             - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseSecurityGroupId}}'
         - !Ref AWS::NoValue
       Policies:
-        - Version: "2012-10-17"
+        - Version: '2012-10-17'
           Statement:
-            - Effect: "Allow"
-              Action: 
-                - "ssm:GetParameters"
-                - "ssm:GetParameter"
-              Resource: 
-                - !Sub 'arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*'
-            - Effect: "Allow"
+            - Effect: Allow
+              Action:
+                - ssm:GetParameters
+                - ssm:GetParameter
+              Resource:
+                - !Sub arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*
+            - Effect: Allow
               Action:
-                - "secretsmanager:GetSecretValue"
-                - "secretsmanager:DescribeSecret"
-                - "secretsmanager:ListSecretVersionIds"
-                - "secretsmanager:ListSecrets"
+                - secretsmanager:GetSecretValue
+                - secretsmanager:DescribeSecret
+                - secretsmanager:ListSecretVersionIds
+                - secretsmanager:ListSecrets
               Resource:
-                - !Sub 'arn:${AWS::Partition}:secretsmanager:${AWS::Region}:${AWS::AccountId}:secret:/${AppName}/${Stage}/${AWS::Region}/Neo4jCredentials*'
-        - Version: "2012-10-17"
+                - !Sub arn:${AWS::Partition}:secretsmanager:${AWS::Region}:${AWS::AccountId}:secret:/${AppName}/${Stage}/${AWS::Region}/Neo4jCredentials*
+        - Version: '2012-10-17'
           Statement:
-            - Effect: "Allow"
+            - Effect: Allow
               Action: !If
                 - UsePrivateSubnet
-                - - "logs:CreateLogGroup"
-                  - "logs:CreateLogStream"
-                  - "logs:PutLogEvents"
-                  - "ec2:CreateNetworkInterface"
-                  - "ec2:DescribeNetworkInterfaces"
-                  - "ec2:DeleteNetworkInterface"
-                  - "ec2:AssignPrivateIpAddresses"
-                  - "ec2:UnassignPrivateIpAddresses"
-                - - "logs:CreateLogGroup"
-                  - "logs:CreateLogStream"
-                  - "logs:PutLogEvents"
-              Resource: 
-                - "*"
-
+                - - logs:CreateLogGroup
+                  - logs:CreateLogStream
+                  - logs:PutLogEvents
+                  - ec2:CreateNetworkInterface
+                  - ec2:DescribeNetworkInterfaces
+                  - ec2:DeleteNetworkInterface
+                  - ec2:AssignPrivateIpAddresses
+                  - ec2:UnassignPrivateIpAddresses
+                - - logs:CreateLogGroup
+                  - logs:CreateLogStream
+                  - logs:PutLogEvents
+              Resource:
+                - '*'
   InvokeBackupScriptFunction:
     Type: AWS::Serverless::Function
     Properties:
-      FunctionName: !Sub "${Stage}-${AppName}-invoke-backup-script"
-      Description: !Sub "Invoke backup for Neo4j for ${AppName}"
+      FunctionName: !Sub ${Stage}-${AppName}-invoke-backup-script
+      Description: !Sub Invoke backup for Neo4j for ${AppName}
       CodeUri: functions/invoke_backup_script/
       Handler: app.lambda_handler
       Runtime: python3.10
@@ -633,31 +541,30 @@ Resources:
           APP_NAME: !Ref AppName
       Policies:
         - AWSLambdaBasicExecutionRole
-        - Version: "2012-10-17"
+        - Version: '2012-10-17'
           Statement:
-            - Effect: "Allow"
-              Action: 
-                - "ssm:SendCommand"
-                - "ssm:GetDocument"
+            - Effect: Allow
+              Action:
+                - ssm:SendCommand
+                - ssm:GetDocument
+              Resource:
+                - !Sub arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:document/${Stage}-${AppName}-database-Neo4jBackupDocument*
+                - !Sub arn:${AWS::Partition}:ec2:${AWS::Region}:${AWS::AccountId}:instance/*
+            - Effect: Allow
+              Action:
+                - ssm:GetParameters
+                - ssm:GetParameter
+              Resource:
+                - !Sub arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*
+            - Effect: Allow
+              Action:
+                - ssm:GetCommandInvocation
               Resource:
-                - !Sub 'arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:document/${Stage}-${AppName}-database-Neo4jBackupDocument*'
-                - !Sub 'arn:${AWS::Partition}:ec2:${AWS::Region}:${AWS::AccountId}:instance/*'
-            - Effect: "Allow"
-              Action: 
-                - "ssm:GetParameters"
-                - "ssm:GetParameter"
-              Resource: 
-                - !Sub 'arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*'
-            - Effect: "Allow"
-              Action: 
-                - "ssm:GetCommandInvocation"
-              Resource: 
                 - '*'
-
   GetExecutionStateFunction:
     Type: AWS::Serverless::Function
     Properties:
-      Description: !Sub "${AppName} execution input validation and state retrieval"
+      Description: !Sub ${AppName} execution input validation and state retrieval
       CodeUri: functions/get_execution_state/
       Handler: app.lambda_handler
       Runtime: python3.10
@@ -673,46 +580,26 @@ Resources:
           STAGE: !Ref Stage
       Policies:
         - AWSLambdaBasicExecutionRole
-        - Version: "2012-10-17"
+        - Version: '2012-10-17'
           Statement:
-            - Sid: "AllowSSMParameterStoreAccess"
-              Effect: "Allow"
+            - Sid: AllowSSMParameterStoreAccess
+              Effect: Allow
               Action:
-                - "ssm:GetParameters"
-                - "ssm:GetParameter"
-              Resource: !Sub "arn:aws:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*"
-        - Version: "2012-10-17"
+                - ssm:GetParameters
+                - ssm:GetParameter
+              Resource: !Sub arn:aws:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*
+        - Version: '2012-10-17'
           Statement:
-            - Sid: "AllowDynamoDBReadAccess"
-              Effect: "Allow"
+            - Sid: AllowDynamoDBReadAccess
+              Effect: Allow
               Action:
-                - "dynamodb:GetItem"
+                - dynamodb:GetItem
               Resource: !GetAtt GfeDbExecutionStateTable.Arn
-
-  # # TODO redeploy
-  # CheckSourceUpdateFunctionAlarm:
-  #   Type: AWS::CloudWatch::Alarm
-  #   Properties:
-  #     AlarmDescription: !Sub 'Alarm for ${CheckSourceUpdateFunction} function errors'
-  #     ActionsEnabled: true
-  #     AlarmActions:
-  #       - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn}}'
-  #     MetricName: Errors
-  #     Namespace: AWS/Lambda
-  #     Statistic: Sum
-  #     Period: 86400
-  #     EvaluationPeriods: 1
-  #     Threshold: 1
-  #     ComparisonOperator: GreaterThanOrEqualToThreshold
-  #     Dimensions:
-  #       - Name: FunctionName
-  #         Value: !Ref CheckSourceUpdateFunctionName
-
   InvokeUpdatePipelineFunction:
     Type: AWS::Serverless::Function
     Properties:
-      FunctionName: !Sub "${Stage}-${AppName}-invoke-update-pipeline"
-      Description: !Sub "Invoke the build and load processing pipeline for ${AppName}"
+      FunctionName: !Sub ${Stage}-${AppName}-invoke-update-pipeline
+      Description: !Sub Invoke the build and load processing pipeline for ${AppName}
       CodeUri: functions/invoke_update_pipeline/
       Handler: app.lambda_handler
       Runtime: python3.10
@@ -724,28 +611,25 @@ Resources:
         - x86_64
       Environment:
         Variables:
-          # NEO4J_LOAD_QUERY_DOCUMENT_NAME_SSM_PARAM: !Sub '/${AppName}/${Stage}/${AWS::Region}/Neo4jLoadQueryDocumentName'
-          # NEO4J_DATABASE_INSTANCE_ID_SSM_PARAM: !Sub '/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseInstanceId'
-          # LOAD_NEO4J_ACTIVITY: !Ref LoadNeo4jActivity
           APP_NAME: !Ref AppName
           STAGE: !Ref Stage
       Policies:
         - AWSLambdaBasicExecutionRole
-        - Version: "2012-10-17"
+        - Version: '2012-10-17'
           Statement:
-            - Effect: "Allow"
+            - Effect: Allow
               Action:
-                - "ssm:GetParameters"
-                - "ssm:GetParameter"
+                - ssm:GetParameters
+                - ssm:GetParameter
               Resource:
-                - !Sub 'arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*'
-            - Effect: "Allow"
+                - !Sub arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*
+            - Effect: Allow
               Action:
-                - "ec2:DescribeInstanceStatus"
-              Resource: "*" # Has to be for all resources since Instance ID is not available when this stack is deployed
-            - Effect: "Allow"
+                - ec2:DescribeInstanceStatus
+              Resource: '*'
+            - Effect: Allow
               Action:
-                - "states:StartExecution"
+                - states:StartExecution
               Resource:
                 - !GetAtt UpdatePipelineStateMachine.Arn
       Events:
@@ -754,11 +638,10 @@ Resources:
           Properties:
             Queue: !GetAtt GfeDbProcessingQueue.Arn
             BatchSize: 10
-
   InvokeLoadScriptFunctionAlarm:
     Type: AWS::CloudWatch::Alarm
     Properties:
-      AlarmDescription: !Sub 'Alarm for ${InvokeLoadScriptFunction} function errors'
+      AlarmDescription: !Sub Alarm for ${InvokeLoadScriptFunction} function errors
       ActionsEnabled: true
       AlarmActions:
         - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn}}'
@@ -772,12 +655,11 @@ Resources:
       Dimensions:
         - Name: FunctionName
           Value: !Ref InvokeLoadScriptFunction
-
   ValidateBuildOutputFunction:
     Type: AWS::Serverless::Function
     Properties:
-      FunctionName: !Sub "${Stage}-${AppName}-validate-build-output"
-      Description: !Sub "Validate build output for ${AppName}"
+      FunctionName: !Sub ${Stage}-${AppName}-validate-build-output
+      Description: !Sub Validate build output for ${AppName}
       CodeUri: functions/validate_build_output/
       Handler: app.lambda_handler
       Runtime: python3.10
@@ -791,48 +673,42 @@ Resources:
           APP_NAME: !Ref AppName
       Policies:
         - AWSLambdaBasicExecutionRole
-        - Version: "2012-10-17"
+        - Version: '2012-10-17'
           Statement:
-            - Effect: "Allow"
-              Action: 
-                - "ssm:GetParameters"
-                - "ssm:GetParameter"
-              Resource: 
-                - !Sub 'arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*'
-        - Version: "2012-10-17"
+            - Effect: Allow
+              Action:
+                - ssm:GetParameters
+                - ssm:GetParameter
+              Resource:
+                - !Sub arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*
+        - Version: '2012-10-17'
           Statement:
-            - Effect: "Allow"
-              Action: 
-                - "s3:GetObject"
-                - "s3:ListBucket"
-                - "s3:ListObjects"
-              Resource: 
+            - Effect: Allow
+              Action:
+                - s3:GetObject
+                - s3:ListBucket
+                - s3:ListObjects
+              Resource:
                 - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}'
                 - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}/*'
-
   UpdatePipelineStateMachine:
     Type: AWS::Serverless::StateMachine
     Properties:
-      DefinitionUri: statemachines/update-pipeline.asl.json
       DefinitionSubstitutions:
         AppName: !Ref AppName
         InvokeBackupScriptFunctionArn: !GetAtt InvokeBackupScriptFunction.Arn
-        # GetExecutionStateFunctionArn: !GetAtt GetExecutionStateFunction.Arn
         GfeDbExecutionStateTable: !Ref GfeDbExecutionStateTable
         GfeDbExecutionResultTopicArn: !GetAtt GfeDbExecutionResultTopic.TopicArn
+        GetExecutionStateFunctionArn: !GetAtt GetExecutionStateFunction.Arn
         ValidateBuildOutputFunctionArn: !GetAtt ValidateBuildOutputFunction.Arn
         DataBucketName: !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}'
         BuildJobDefinition: !Ref BuildJobDefinition
-        # TODO use SSM Parameter
-        BuildJobName: !Sub "${Stage}-${AppName}-build-job"
+        BuildJobName: !Sub ${Stage}-${AppName}-build-job
         BuildJobQueue: !Ref BuildJobQueue
         ExecuteValidationQueriesFunctionArn: !GetAtt ExecuteValidationQueriesFunction.Arn
         LoadReleaseActivityArn: !Ref LoadReleaseActivity
         InvokeLoadScriptFunctionArn: !GetAtt InvokeLoadScriptFunction.Arn
-        # LoadNeo4jActivityArn: !Ref LoadNeo4jActivity
       Policies:
-        # - LambdaInvokePolicy:
-        #     FunctionName: !Ref GetExecutionStateFunction
         - LambdaInvokePolicy:
             FunctionName: !Ref InvokeLoadScriptFunction
         - DynamoDBReadPolicy:
@@ -849,48 +725,47 @@ Resources:
             FunctionName: !Ref ValidateBuildOutputFunction
         - S3ReadPolicy:
             BucketName: !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}'
-        - Version: "2012-10-17"
+        - Version: '2012-10-17'
           Statement:
-            - Effect: "Allow"
+            - Effect: Allow
               Action:
-                - "logs:CreateLogDelivery"
-                - "logs:GetLogDelivery"
-                - "logs:UpdateLogDelivery"
-                - "logs:DeleteLogDelivery"
-                - "logs:ListLogDeliveries"
-                - "logs:PutResourcePolicy"
-                - "logs:DescribeResourcePolicies"
-                - "logs:DescribeLogGroups"
+                - logs:CreateLogDelivery
+                - logs:GetLogDelivery
+                - logs:UpdateLogDelivery
+                - logs:DeleteLogDelivery
+                - logs:ListLogDeliveries
+                - logs:PutResourcePolicy
+                - logs:DescribeResourcePolicies
+                - logs:DescribeLogGroups
               Resource:
-                - "*"
-        - Version: "2012-10-17"
+                - '*'
+        - Version: '2012-10-17'
           Statement:
-            - Effect: "Allow"
+            - Effect: Allow
               Action:
-                - "batch:SubmitJob"
-                - "batch:DescribeJobs"
-                - "batch:TerminateJob"
-              # TODO SSM Parameter
-              Resource: "*"
-            - Effect: "Allow"
+                - batch:SubmitJob
+                - batch:DescribeJobs
+                - batch:TerminateJob
+              Resource: '*'
+            - Effect: Allow
               Action:
-                - "events:PutTargets"
-                - "events:PutRule"
-                - "events:DescribeRule"
+                - events:PutTargets
+                - events:PutRule
+                - events:DescribeRule
               Resource:
-                - !Sub "arn:aws:events:${AWS::Region}:${AWS::AccountId}:rule/StepFunctionsGetEventsForBatchJobsRule"
+                - !Sub arn:aws:events:${AWS::Region}:${AWS::AccountId}:rule/StepFunctionsGetEventsForBatchJobsRule
       Logging:
         Destinations:
           - CloudWatchLogsLogGroup:
               LogGroupArn: !GetAtt UpdatePipelineLogGroup.Arn
         IncludeExecutionData: true
         Level: ALL
-
+      DefinitionUri: statemachines/update-pipeline.asl.json
   InvokeLoadScriptFunction:
     Type: AWS::Serverless::Function
     Properties:
-      FunctionName: !Sub "${Stage}-${AppName}-invoke-load-script"
-      Description: !Sub "Invoke server-side loading on Neo4j for ${AppName}"
+      FunctionName: !Sub ${Stage}-${AppName}-invoke-load-script
+      Description: !Sub Invoke server-side loading on Neo4j for ${AppName}
       CodeUri: functions/invoke_load_script/
       Handler: app.lambda_handler
       Runtime: python3.10
@@ -906,93 +781,67 @@ Resources:
           STAGE: !Ref Stage
       Policies:
         - AWSLambdaBasicExecutionRole
-        - Version: "2012-10-17"
+        - Version: '2012-10-17'
           Statement:
-            - Effect: "Allow"
+            - Effect: Allow
               Action:
-                - "ssm:SendCommand"
-                - "ssm:GetDocument"
+                - ssm:SendCommand
+                - ssm:GetDocument
               Resource:
-                - !Sub "arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:document/${Neo4jLoadQueryDocument}"
-                - !Sub "arn:${AWS::Partition}:ec2:${AWS::Region}:${AWS::AccountId}:instance/*"
-            - Effect: "Allow"
+                - !Sub arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:document/${Neo4jLoadQueryDocument}
+                - !Sub arn:${AWS::Partition}:ec2:${AWS::Region}:${AWS::AccountId}:instance/*
+            - Effect: Allow
               Action:
-                - "ssm:GetParameters"
-                - "ssm:GetParameter"
+                - ssm:GetParameters
+                - ssm:GetParameter
               Resource:
-                - !Sub 'arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*'
-
-  # InvokeLoadScriptFunctionAlarm:
-  #   Type: AWS::CloudWatch::Alarm
-  #   Properties:
-  #     AlarmDescription: !Sub "Alarm for ${InvokeLoadScriptFunction} function errors"
-  #     ActionsEnabled: true
-  #     AlarmActions:
-  #       - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn}}"
-  #     MetricName: Errors
-  #     Namespace: AWS/Lambda
-  #     Statistic: Sum
-  #     Period: 86400
-  #     EvaluationPeriods: 1
-  #     Threshold: 1
-  #     ComparisonOperator: GreaterThanOrEqualToThreshold
-  #     Dimensions:
-  #       - Name: FunctionName
-  #         Value: !Ref InvokeLoadScriptFunctionName
-
+                - !Sub arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*
   GfeDbExecutionResultTopic:
     Type: AWS::SNS::Topic
-
   GfeDbExecutionResultTopicArnParameter:
     Type: AWS::SSM::Parameter
     Properties:
       Type: String
-      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/GfeDbExecutionResultTopicArn"
-      Description: !Sub "ARN for ${AppName} Data Pipeline Errors SNS topic"
+      Name: !Sub /${AppName}/${Stage}/${AWS::Region}/GfeDbExecutionResultTopicArn
+      Description: !Sub ARN for ${AppName} Data Pipeline Errors SNS topic
       Value: !Ref GfeDbExecutionResultTopic
-
   LoadReleaseActivity:
     Type: AWS::StepFunctions::Activity
     Properties:
-      Name: !Sub "${AppName}-${Stage}-LoadReleaseActivity"
-
+      Name: !Sub ${AppName}-${Stage}-LoadReleaseActivity
   LoadReleaseActivityArnParameter:
     Type: AWS::SSM::Parameter
     Properties:
       Type: String
-      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/LoadReleaseActivityArn"
-      Description: "ARN of gfe-db load release activity"
+      Name: !Sub /${AppName}/${Stage}/${AWS::Region}/LoadReleaseActivityArn
+      Description: ARN of gfe-db load release activity
       Value: !GetAtt LoadReleaseActivity.Arn
-
   UpdatePipelineLogGroup:
     Type: AWS::Logs::LogGroup
     UpdateReplacePolicy: Delete
     DeletionPolicy: Delete
     Properties:
-      LogGroupName: !Sub "${Stage}-${AppName}-pipeline-execution-logs"
-
+      LogGroupName: !Sub ${Stage}-${AppName}-pipeline-execution-logs
   UpdatePipelineStateMachineArnParameter:
     Type: AWS::SSM::Parameter
     Properties:
       Type: String
-      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/UpdatePipelineStateMachineArn"
-      Description: "ARN of gfe-db update pipeline state machine"
+      Name: !Sub /${AppName}/${Stage}/${AWS::Region}/UpdatePipelineStateMachineArn
+      Description: ARN of gfe-db update pipeline state machine
       Value: !GetAtt UpdatePipelineStateMachine.Arn
-
-  # CloudWatch Alarm for state machine execution in progress
   UpdatePipelineStateMachineExecutionAlarm:
     Type: AWS::CloudWatch::Alarm
     Properties:
-      AlarmDescription: !Sub '${UpdatePipelineStateMachine} state machine execution in progress'
+      AlarmDescription: !Sub ${UpdatePipelineStateMachine} state machine execution in progress
       ActionsEnabled: true
       AlarmActions:
         - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineExecutionTopicArn}}'
       OKActions:
         - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineExecutionTopicArn}}'
-      Metrics: 
+      Metrics:
         - Id: m1
-          MetricStat: 
-            Metric: 
+          MetricStat:
+            Metric:
               MetricName: ExecutionsStarted
               Namespace: AWS/States
               Dimensions:
@@ -1003,8 +852,8 @@ Resources:
             Unit: Count
           ReturnData: false
         - Id: m2
-          MetricStat: 
-            Metric: 
+          MetricStat:
+            Metric:
               MetricName: ExecutionsSucceeded
               Namespace: AWS/States
               Dimensions:
@@ -1015,8 +864,8 @@ Resources:
             Unit: Count
           ReturnData: false
         - Id: m3
-          MetricStat: 
-            Metric: 
+          MetricStat:
+            Metric:
               MetricName: ExecutionsFailed
               Namespace: AWS/States
               Dimensions:
@@ -1027,8 +876,8 @@ Resources:
             Unit: Count
           ReturnData: false
         - Id: m4
-          MetricStat: 
-            Metric: 
+          MetricStat:
+            Metric:
               MetricName: ExecutionsAborted
               Namespace: AWS/States
               Dimensions:
@@ -1039,17 +888,16 @@ Resources:
             Unit: Count
           ReturnData: false
         - Id: e1
-          Expression: "m1 - m2 - m3 - m4"
+          Expression: m1 - m2 - m3 - m4
           Label: ExecutionsInProgress
           ReturnData: true
       ComparisonOperator: GreaterThanThreshold
       Threshold: 0
       EvaluationPeriods: 1
-
   DisableBackupFunction:
     Type: AWS::Serverless::Function
     Properties:
-      FunctionName: !Sub "${Stage}-${AppName}-disable-backup"
+      FunctionName: !Sub ${Stage}-${AppName}-disable-backup
       CodeUri: functions/disable_backup/
       Handler: app.lambda_handler
       Runtime: python3.10
@@ -1063,35 +911,33 @@ Resources:
           APP_NAME: !Ref AppName
       Policies:
         - AWSLambdaBasicExecutionRole
-        - Version: "2012-10-17"
+        - Version: '2012-10-17'
           Statement:
-            - Effect: "Allow"
-              Action: 
-                - "ssm:GetParameters"
-                - "ssm:GetParameter"
-              Resource: 
-                - !Sub 'arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*'
-        - Version: "2012-10-17"
+            - Effect: Allow
+              Action:
+                - ssm:GetParameters
+                - ssm:GetParameter
+              Resource:
+                - !Sub arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*
+        - Version: '2012-10-17'
           Statement:
-            - Effect: "Allow"
-              Action: 
-                - "ssm:UpdateMaintenanceWindow"
-              Resource: 
-                - !Sub 'arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:maintenancewindow/*'
+            - Effect: Allow
+              Action:
+                - ssm:UpdateMaintenanceWindow
+              Resource:
+                - !Sub arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:maintenancewindow/*
       Events:
         PipelineExecutionTopic:
           Type: SNS
           Properties:
             Topic: !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineExecutionTopicArn}}'
-
-  # CloudWatch Alarm for failed pipeline executions
   UpdatePipelineStateMachineExecutionErrorsAlarm:
     Type: AWS::CloudWatch::Alarm
     Properties:
-      AlarmDescription: !Sub '${UpdatePipelineStateMachine} state machine errors'
+      AlarmDescription: !Sub ${UpdatePipelineStateMachine} state machine errors
       ActionsEnabled: true
       AlarmActions:
-        - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn}}"
+        - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn}}'
       MetricName: ExecutionsFailed
       Namespace: AWS/States
       Statistic: Sum
@@ -1102,15 +948,13 @@ Resources:
       Dimensions:
         - Name: StateMachineArn
           Value: !GetAtt UpdatePipelineStateMachine.Arn
-
-  # CloudWatch Alarm for failed pipeline integrations (Batch jobs)
   UpdatePipelineStateMachineIntegrationAlarm:
     Type: AWS::CloudWatch::Alarm
     Properties:
-      AlarmDescription: !Sub "${UpdatePipelineStateMachine} state machine errors"
+      AlarmDescription: !Sub ${UpdatePipelineStateMachine} state machine errors
       ActionsEnabled: true
       AlarmActions:
-        - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn}}"
+        - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn}}'
       MetricName: ServiceIntegrationsFailed
       Namespace: AWS/States
       Statistic: Sum
@@ -1120,74 +964,86 @@ Resources:
       ComparisonOperator: GreaterThanOrEqualToThreshold
       Dimensions:
         - Name: ServiceIntegrationResourceArn
-          Value: !Sub "arn:aws:states:${AWS::Region}:${AWS::AccountId}:batch:submitJob.sync"
-
-  # FailedAllelesQueue:
-  #   Type: AWS::SQS::Queue
-  #   Properties:
-  #     VisibilityTimeout: 20
-  #     RedrivePolicy:
-  #       deadLetterTargetArn: !GetAtt FailedAllelesDeadLetterQueue.Arn
-  #       maxReceiveCount: 5
-  # FailedAllelesDeadLetterQueue:
-  #   Type: AWS::SQS::Queue
-
+          Value: !Sub arn:aws:states:${AWS::Region}:${AWS::AccountId}:batch:submitJob.sync
   Neo4jLoadQueryDocument:
     Type: AWS::SSM::Document
     Properties:
-      DocumentType: "Command"
-      DocumentFormat: "YAML"
-      TargetType: "/AWS::EC2::Instance"
+      DocumentType: Command
+      DocumentFormat: YAML
+      TargetType: /AWS::EC2::Instance
       Content:
-        schemaVersion: "2.2"
-        description: !Sub "Load Neo4j for ${AppName}"
+        schemaVersion: '2.2'
+        description: !Sub Load Neo4j for ${AppName}
         parameters:
           sourceType:
-            type: "String"
-            description: "S3"
-            default: "S3"
+            type: String
+            description: S3
+            default: S3
           sourceInfo:
-            type: "StringMap"
-            description: !Sub "Downloads all files under the ${AppName} scripts prefix"
+            type: StringMap
+            description: !Sub Downloads all files under the ${AppName} scripts prefix
             default:
-              path: !Sub "https://{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}.s3.amazonaws.com/${ConfigS3Path}/database/scripts/"
+              path: !Sub https://{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}.s3.amazonaws.com/${ConfigS3Path}/database/scripts/
           commandLine:
-            type: "String"
-            description: "These commands are invoked by a Lambda script which sets the correct parameters (Refer to documentation)."
-            default: !Sub "bash start_task.sh ${AppName} ${Stage}"
+            type: String
+            description: These commands are invoked by a Lambda script which sets the correct parameters (Refer to documentation).
+            default: !Sub bash start_task.sh ${AppName} ${Stage}
           workingDirectory:
-            type: "String"
-            description: "Working directory"
-            default: "/home/ubuntu"
+            type: String
+            description: Working directory
+            default: /home/ubuntu
           executionTimeout:
-            type: "String"
-            description: "(Optional) The time in seconds for a command to complete before it is considered to have failed. Default is 3600 (1 hour). Maximum is 28800 (8 hours)."
-            default: "28800"
+            type: String
+            description: (Optional) The time in seconds for a command to complete before it is considered to have failed. Default is 3600 (1 hour). Maximum is 28800 (8 hours).
+            default: '28800'
         mainSteps:
-          - action: "aws:downloadContent"
-            name: "downloadContent"
+          - action: aws:downloadContent
+            name: downloadContent
             inputs:
-              sourceType: "{{ sourceType }}"
-              sourceInfo: "{{ sourceInfo }}"
-              destinationPath: "{{ workingDirectory }}"
-          - action: "aws:runShellScript"
-            name: "runShellScript"
+              sourceType: '{{ sourceType }}'
+              sourceInfo: '{{ sourceInfo }}'
+              destinationPath: '{{ workingDirectory }}'
+          - action: aws:runShellScript
+            name: runShellScript
             inputs:
               runCommand:
-                - ""
-                - "directory=$(pwd)"
-                - "export PATH=$PATH:$directory"
-                - " {{ commandLine }} "
-                - ""
-              workingDirectory: "{{ workingDirectory }}"
-              timeoutSeconds: "{{ executionTimeout }}"
-
+                - ''
+                - directory=$(pwd)
+                - export PATH=$PATH:$directory
+                - ' {{ commandLine }} '
+                - ''
+              workingDirectory: '{{ workingDirectory }}'
+              timeoutSeconds: '{{ executionTimeout }}'
   Neo4jLoadQueryDocumentNameParameter:
     Type: AWS::SSM::Parameter
     Properties:
       Type: String
-      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/Neo4jLoadQueryDocumentName"
-      Description: "Name of SSM document for loading Neo4j"
+      Name: !Sub /${AppName}/${Stage}/${AWS::Region}/Neo4jLoadQueryDocumentName
+      Description: Name of SSM document for loading Neo4j
       Value: !Ref Neo4jLoadQueryDocument
-
-      
+  GfedbPipelineParamMappingsParameter:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Type: String
+      Name: !Sub /${AppName}/${Stage}/${AWS::Region}/GfedbPipelineParamMappings
+      Description: !Sub SSM Parameter and SecretsManager parameter paths for ${AppName} pipeline layer
+      Tier: Standard
+      Value: !Sub |
+        {
+          "ssm": [
+              "/${AppName}/${Stage}/${AWS::Region}/GitHubSourceRepository",
+              "/${AppName}/${Stage}/${AWS::Region}/GfeDbExecutionStateTableName",
+              "/${AppName}/${Stage}/${AWS::Region}/GfeDbExecutionStateTableFields",
+              "/${AppName}/${Stage}/${AWS::Region}/BuildJobQueueArn",
+              "/${AppName}/${Stage}/${AWS::Region}/BuildServiceRepositoryName",
+              "/${AppName}/${Stage}/${AWS::Region}/GfeDbProcessingQueueUrl",
+              "/${AppName}/${Stage}/${AWS::Region}/GfeDbExecutionResultTopicArn",
+              "/${AppName}/${Stage}/${AWS::Region}/LoadReleaseActivityArn",
+              "/${AppName}/${Stage}/${AWS::Region}/UpdatePipelineStateMachineArn",
+              "/${AppName}/${Stage}/${AWS::Region}/Neo4jLoadQueryDocumentName",
+              "/${AppName}/${Stage}/${AWS::Region}/DatabaseSyncScriptsDocumentName"
+          ],
+          "secretsmanager": [
+              "/${AppName}/${Stage}/${AWS::Region}/GitHubPersonalAccessToken"
+          ]
+        }
\ No newline at end of file

From 5624001a69840394adcf7042a674a88a69983736 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 30 Dec 2023 18:16:06 -0800
Subject: [PATCH 210/367] integrate update pipeline for processing one release
 per execution

---
 Makefile                                      |   2 +-
 .../functions/invoke_backup_script/app.py     |   1 +
 .../statemachines/update-pipeline.asl.json    | 413 +++++++++---------
 gfe-db/pipeline/template.yaml                 |   2 +
 4 files changed, 201 insertions(+), 217 deletions(-)

diff --git a/Makefile b/Makefile
index e7323638..912544a1 100644
--- a/Makefile
+++ b/Makefile
@@ -485,7 +485,7 @@ database.load.run: # args: align, kir, limit, releases
 	echo "$$payload" | jq -r && \
 	echo "$$payload" | jq > payload.json
 	@echo "Run pipeline with this payload? [y/N] \c " && read ans && [ $${ans:-N} = y ]
-	@function_name="${STAGE}"-"${APP_NAME}"-"$$(cat ${APP_NAME}/pipeline/functions/environment.json | jq -r '.Functions.CheckSourceUpdate.FunctionConfiguration.FunctionName')" && \
+	@function_name="${STAGE}"-"${APP_NAME}"-"check-source-update" && \
 	echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Invoking $$function_name..." 2>&1 | tee -a ${CFN_LOG_PATH} && \
 	echo "Payload:" >> ${CFN_LOG_PATH} && \
 	cat payload.json >> ${CFN_LOG_PATH} && \
diff --git a/gfe-db/pipeline/functions/invoke_backup_script/app.py b/gfe-db/pipeline/functions/invoke_backup_script/app.py
index c0796117..c8df2886 100644
--- a/gfe-db/pipeline/functions/invoke_backup_script/app.py
+++ b/gfe-db/pipeline/functions/invoke_backup_script/app.py
@@ -56,6 +56,7 @@ def lambda_handler(event, context):
         logger.error(err)
         raise err
 
+    # TODO add field for the backup asset's S3 path
     return {
         "document_name": response['Command']['DocumentName'],
         "command_id": response['Command']['CommandId']
diff --git a/gfe-db/pipeline/statemachines/update-pipeline.asl.json b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
index eb7d9125..a98b7d50 100644
--- a/gfe-db/pipeline/statemachines/update-pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
@@ -1,27 +1,52 @@
 {
-    "StartAt": "Pre-Execution Validation Query",
+    "StartAt": "Run Pre-Execution Validation Query",
     "States": {
-        "Pre-Execution Validation Query": {
+        "Run Pre-Execution Validation Query": {
             "Type": "Task",
             "Resource": "${ExecuteValidationQueriesFunctionArn}",
             "ResultPath": "$.validations.queries.pre",
-            "Next": "Pre-Execution Backup"
+            "Next": "Run Pre-Execution Backup",
+            "Catch": [
+                {
+                    "ErrorEquals": [
+                        "States.ALL"
+                    ],
+                    "Next": "Report Failure"
+                }
+            ]
         },
-        "Pre-Execution Backup": {
+        "Run Pre-Execution Backup": {
             "Type": "Task",
             "Resource": "${InvokeBackupScriptFunctionArn}",
             "ResultPath": "$.backups.pre",
-            "Next": "Build Stage"
+            "Next": "Get Execution State",
+            "Catch": [
+                {
+                    "ErrorEquals": [
+                        "States.ALL"
+                    ],
+                    "Next": "Report Failure"
+                }
+            ]
+        },
+        "Get Execution State": {
+            "Type": "Task",
+            "Resource": "${GetExecutionStateFunctionArn}",
+            "ResultPath": "$.state",
+            "Next": "Build Stage",
+            "Catch": [
+                {
+                    "ErrorEquals": [
+                        "States.ALL"
+                    ],
+                    "Next": "Report Failure"
+                }
+            ]
         },
         "Build Stage": {
-            "Type": "Map",
+            "Type": "Parallel",
+            "ResultPath": null,
             "Next": "Load Stage",
-            "MaxConcurrency": 0,
-            "ItemsPath": "$.input",
-            "ItemSelector": {
-                "input.$": "$$.Map.Item.Value"
-            },
-            "ResultPath": "$.validations.build",
             "Catch": [
                 {
                     "ErrorEquals": [
@@ -30,142 +55,108 @@
                     "Next": "Report Failure"
                 }
             ],
-            "ItemProcessor": {
-                "StartAt": "Update Execution State - IN_PROGRESS",
-                "States": {
-                    "Update Execution State - IN_PROGRESS": {
-                        "Type": "Task",
-                        "Resource": "arn:aws:states:::dynamodb:updateItem",
-                        "ResultPath": "$.state",
-                        "Next": "Check Existing Build",
-                        "Parameters": {
-                            "TableName": "${GfeDbExecutionStateTable}",
-                            "Key": {
-                                "commit__sha": {
-                                    "S.$": "$.input.commit_sha"
-                                },
-                                "execution__version": {
-                                    "N.$": "States.Format('{}', $.input.version)"
-                                }
-                            },
-                            "UpdateExpression": "SET execution__date_utc = :execution_date_utc, execution__status = :status, execution__input_parameters__align = :align, execution__input_parameters__kir = :kir, execution__input_parameters__mem_profile = :mem_profile, execution__input_parameters__limit = :limit, updated_utc = :updated_utc",
-                            "ExpressionAttributeValues": {
-                                ":execution_date_utc": {
-                                    "S.$": "$$.Execution.StartTime"
-                                },
-                                ":status": {
-                                    "S": "IN_PROGRESS"
-                                },
-                                ":align": {
-                                    "BOOL.$": "$.input.input_parameters.align"
-                                },
-                                ":kir": {
-                                    "BOOL.$": "$.input.input_parameters.kir"
-                                },
-                                ":mem_profile": {
-                                    "BOOL.$": "$.input.input_parameters.mem_profile"
-                                },
-                                ":limit": {
-                                    "N.$": "States.Format('{}', $.input.input_parameters.limit)"
+            "Branches": [
+                {
+                    "StartAt": "Update Execution State - IN_PROGRESS",
+                    "States": {
+                        "Update Execution State - IN_PROGRESS": {
+                            "Type": "Task",
+                            "Resource": "arn:aws:states:::dynamodb:updateItem",
+                            "ResultPath": null,
+                            "End": true,
+                            "Parameters": {
+                                "TableName": "${GfeDbExecutionStateTable}",
+                                "Key": {
+                                    "commit__sha": {
+                                        "S.$": "$.input.commit_sha"
+                                    },
+                                    "execution__version": {
+                                        "N.$": "States.Format('{}', $.input.version)"
+                                    }
                                 },
-                                ":updated_utc": {
-                                    "S.$": "$$.State.EnteredTime"
+                                "UpdateExpression": "SET execution__date_utc = :execution_date_utc, execution__status = :status, execution__input_parameters__align = :align, execution__input_parameters__kir = :kir, execution__input_parameters__mem_profile = :mem_profile, execution__input_parameters__limit = :limit, updated_utc = :updated_utc",
+                                "ExpressionAttributeValues": {
+                                    ":execution_date_utc": {
+                                        "S.$": "$$.Execution.StartTime"
+                                    },
+                                    ":status": {
+                                        "S": "IN_PROGRESS"
+                                    },
+                                    ":align": {
+                                        "BOOL.$": "$.input.input_parameters.align"
+                                    },
+                                    ":kir": {
+                                        "BOOL.$": "$.input.input_parameters.kir"
+                                    },
+                                    ":mem_profile": {
+                                        "BOOL.$": "$.input.input_parameters.mem_profile"
+                                    },
+                                    ":limit": {
+                                        "N.$": "States.Format('{}', $.input.input_parameters.limit)"
+                                    },
+                                    ":updated_utc": {
+                                        "S.$": "$$.State.EnteredTime"
+                                    }
                                 }
                             }
                         }
-                    },
-                    "Check Existing Build": {
-                        "Type": "Task",
-                        "Resource": "arn:aws:states:::aws-sdk:s3:listObjects",
-                        "Parameters": {
-                            "Bucket": "${DataBucketName}",
-                            "Prefix.$": "States.Format('data/{}/csv/', $.input.RELEASES)"
-                        },
-                        "ResultPath": "$.check_existing_build",
-                        "Next": "Files Exist?"
-                    },
-                    "Files Exist?": {
-                        "Type": "Choice",
-                        "Choices": [
-                            {
-                                "Variable": "$.check_existing_build.Contents",
-                                "IsPresent": false,
-                                "Next": "Generate CSV files"
-                            }
-                        ],
-                        "Default": "Use Existing Build?"
-                    },
-                    "Use Existing Build?": {
-                        "Type": "Choice",
-                        "Choices": [
-                            {
-                                "Variable": "$.input.USE_EXISTING_BUILD",
-                                "StringEquals": "False",
-                                "Next": "Generate CSV files"
-                            }
-                        ],
-                        "Default": "Validate Build"
-                    },
-                    "Generate CSV files": {
-                        "Type": "Task",
-                        "Resource": "arn:aws:states:::batch:submitJob.sync",
-                        "ResultPath": null,
-                        "Next": "Validate Build",
-                        "Catch": [
-                            {
-                                "ErrorEquals": [
-                                    "States.ALL"
-                                ],
-                                "Next": "Build Failed"
-                            }
-                        ],
-                        "Parameters": {
-                            "JobDefinition": "${BuildJobDefinition}",
-                            "JobName": "${BuildJobName}",
-                            "JobQueue": "${BuildJobQueue}",
-                            "ContainerOverrides": {
-                                "Environment": [
-                                    {
-                                        "Name": "EVENT",
-                                        "Value.$": "States.JsonToString($)"
-                                    }
-                                ]
+                    }
+                },
+                {
+                    "StartAt": "Build IMGT Release",
+                    "States": {
+                        "Build IMGT Release": {
+                            "Type": "Task",
+                            "Resource": "arn:aws:states:::batch:submitJob.sync",
+                            "ResultPath": null,
+                            "Next": "Validate Build",
+                            "Parameters": {
+                                "JobDefinition": "${BuildJobDefinition}",
+                                "JobName": "${BuildJobName}",
+                                "JobQueue": "${BuildJobQueue}",
+                                "ContainerOverrides": {
+                                    "Environment": [
+                                        {
+                                            "Name": "EVENT",
+                                            "Value.$": "States.JsonToString($)"
+                                        }
+                                    ]
+                                }
                             }
-                        }
-                    },
-                    "Validate Build": {
-                        "Type": "Task",
-                        "Resource": "${ValidateBuildOutputFunctionArn}",
-                        "Parameters": {
-                            "execution_id.$": "$$.Execution.Id",
-                            "execution_start_time.$": "$$.Execution.StartTime",
-                            "input.$": "$.input"
                         },
-                        "Next": "Is Build Valid?"
-                    },
-                    "Is Build Valid?": {
-                        "Type": "Choice",
-                        "Choices": [
-                            {
-                                "Variable": "$.is_valid_build",
-                                "BooleanEquals": true,
-                                "Next": "Build Succeeded"
-                            }
-                        ],
-                        "Default": "Build Failed"
-                    },
-                    "Build Failed": {
-                        "Type": "Fail",
-                        "Error": "BuildFailed",
-                        "Cause": "No valid build was generated"
-                    },
-                    "Build Succeeded": {
-                        "Type": "Pass",
-                        "ResultPath": null,
-                        "End": true
+                        "Validate Build": {
+                            "Type": "Task",
+                            "Resource": "${ValidateBuildOutputFunctionArn}",
+                            "Parameters": {
+                                "execution_context.$": "$$"
+                            },
+                            "ResultPath": "$.validations.build",
+                            "Next": "Is Build Valid?"
+                        },
+                        "Is Build Valid?": {
+                            "Type": "Choice",
+                            "Choices": [
+                                {
+                                    "Variable": "$.validations.build.has_valid_payload",
+                                    "BooleanEquals": true,
+                                    "Next": "Build Succeeded"
+                                }
+                            ],
+                            "Default": "Build Failed"
+                        },
+                        "Build Succeeded": {
+                            "Type": "Pass",
+                            "ResultPath": null,
+                            "End": true
+                        },
+                        "Build Failed": {
+                            "Type": "Fail",
+                            "Error": "BuildFailed",
+                            "Cause": "No valid build was generated"
+                        }
                     }
                 }
-            }
+            ]
         },
         "Report Failure": {
             "Type": "Parallel",
@@ -227,8 +218,9 @@
             "Error": "ExecutionFailed"
         },
         "Load Stage": {
-            "Type": "Map",
-            "Next": "Post-Execution Validation Query",
+            "Type": "Parallel",
+            "OutputPath": "$.[1]",
+            "Next": "Run Post-Execution Backup",
             "Catch": [
                 {
                     "ErrorEquals": [
@@ -237,87 +229,76 @@
                     "Next": "Report Failure"
                 }
             ],
-            "MaxConcurrency": 1,
-            "ItemsPath": "$.validations.build",
-            "ResultPath": null,
-            "Iterator": {
-                "StartAt": "Skip Load?",
-                "States": {
-                    "Skip Load?": {
-                        "Type": "Choice",
-                        "Choices": [
-                            {
-                                "Variable": "$.input.SKIP_LOAD",
-                                "StringEquals": "True",
-                                "Next": "Skipped"
-                            }
-                        ],
-                        "Default": "Load Data"
-                    },
-                    "Skipped": {
-                        "Type": "Pass",
-                        "ResultPath": null,
-                        "End": true
-                    },
-                    "Load Data": {
-                        "Type": "Parallel",
-                        "ResultPath": null,
-                        "End": true,
-                        "Branches": [
-                            {
-                                "StartAt": "Invoke Load Script",
-                                "States": {
-                                    "Invoke Load Script": {
-                                        "Type": "Task",
-                                        "Resource": "${InvokeLoadScriptFunctionArn}",
-                                        "InputPath": "$.input",
-                                        "ResultPath": null,
-                                        "End": true
-                                    }
-                                }
-                            },
-                            {
-                                "StartAt": "Load GFEs",
-                                "States": {
-                                    "Load GFEs": {
-                                        "Type": "Task",
-                                        "Resource": "${LoadReleaseActivityArn}",
-                                        "HeartbeatSeconds": 60,
-                                        "InputPath": "$.input",
-                                        "ResultPath": null,
-                                        "End": true,
-                                        "Catch": [
-                                            {
-                                                "ErrorEquals": [
-                                                    "States.ALL"
-                                                ],
-                                                "Next": "Fail Load"
-                                            }
-                                        ]
-                                    },
-                                    "Fail Load": {
-                                        "Type": "Pass",
-                                        "ResultPath": null,
-                                        "End": true
-                                    }
+            "Branches": [
+                {
+                    "StartAt": "Run Load Script",
+                    "States": {
+                        "Run Load Script": {
+                            "Type": "Task",
+                            "Resource": "${InvokeLoadScriptFunctionArn}",
+                            "End": true
+                        }
+                    }
+                },
+                {
+                    "StartAt": "Load Release Activity",
+                    "States": {
+                        "Load Release Activity": {
+                            "Type": "Task",
+                            "Resource": "${LoadReleaseActivityArn}",
+                            "HeartbeatSeconds": 60,
+                            "ResultPath": null,
+                            "Next": "Run Post-Execution Validation Query"
+                        },
+                        "Run Post-Execution Validation Query": {
+                            "Type": "Task",
+                            "Resource": "${ExecuteValidationQueriesFunctionArn}",
+                            "ResultPath": "$.validations.queries.post",
+                            "Next": "Validate Results (placeholder)"
+                        },
+                        "Validate Results (placeholder)": {
+                            "Type": "Pass",
+                            "ResultPath": null,
+                            "Next": "Is Load Successful? (placeholder)"
+                        },
+                        "Is Load Successful? (placeholder)": {
+                            "Type": "Choice",
+                            "Choices": [
+                                {
+                                    "Variable": "$.validations.queries.post",
+                                    "IsPresent": true,
+                                    "Next": "Load Succeeded"
                                 }
-                            }
-                        ]
+                            ],
+                            "Default": "Load Failed"
+                        },
+                        "Load Succeeded": {
+                            "Type": "Pass",
+                            "ResultPath": null,
+                            "End": true
+                        },
+                        "Load Failed": {
+                            "Type": "Fail",
+                            "Error": "LoadFailed",
+                            "Cause": "Post-execution validation queries do not match expected values"
+                        }
                     }
                 }
-            }
-        },
-        "Post-Execution Validation Query": {
-            "Type": "Task",
-            "Resource": "${ExecuteValidationQueriesFunctionArn}",
-            "ResultPath": "$.validations.queries.post",
-            "Next": "Post-Execution Backup"
+            ]
         },
-        "Post-Execution Backup": {
+        "Run Post-Execution Backup": {
             "Type": "Task",
             "Resource": "${InvokeBackupScriptFunctionArn}",
             "ResultPath": "$.backups.post",
-            "Next": "Report Success"
+            "Next": "Report Success",
+            "Catch": [
+                {
+                    "ErrorEquals": [
+                        "States.ALL"
+                    ],
+                    "Next": "Report Failure"
+                }
+            ]
         },
         "Report Success": {
             "Type": "Parallel",
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 5ec5e354..a7bdbb77 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -709,6 +709,8 @@ Resources:
         LoadReleaseActivityArn: !Ref LoadReleaseActivity
         InvokeLoadScriptFunctionArn: !GetAtt InvokeLoadScriptFunction.Arn
       Policies:
+        - LambdaInvokePolicy:
+            FunctionName: !Ref GetExecutionStateFunction
         - LambdaInvokePolicy:
             FunctionName: !Ref InvokeLoadScriptFunction
         - DynamoDBReadPolicy:

From 5791f97463c25471edaa5747dad3b6e4684f9d29 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 30 Dec 2023 18:50:19 -0800
Subject: [PATCH 211/367] print consistent API responses to stdout

---
 Makefile                                      |  2 +-
 gfe-db/infrastructure/Makefile                | 19 +++++++++++++------
 .../access-services/bastion-server/Makefile   |  6 ++++--
 gfe-db/pipeline/Makefile                      |  2 +-
 gfe-db/pipeline/jobs/Makefile                 |  7 +++++--
 5 files changed, 24 insertions(+), 12 deletions(-)

diff --git a/Makefile b/Makefile
index 912544a1..1735bdde 100644
--- a/Makefile
+++ b/Makefile
@@ -599,7 +599,7 @@ delete: # data=true/false ##=> Delete services
 	@[[ $$data != true ]] && echo "Data will not be deleted. To delete pass \`data=true\`" || true
 	@echo "Delete all stacks from the \`${STAGE}\` environment? [y/N] \c " && read ans && [ $${ans:-N} = y ] && \
 	if [ "${data}" = "true" ]; then \
-		aws s3 rm --recursive s3://${DATA_BUCKET_NAME}; \
+		aws s3 rm --recursive --quiet s3://${DATA_BUCKET_NAME}; \
 	fi
 	$(MAKE) pipeline.delete
 	$(MAKE) database.delete
diff --git a/gfe-db/infrastructure/Makefile b/gfe-db/infrastructure/Makefile
index 90914434..f9dd4e92 100644
--- a/gfe-db/infrastructure/Makefile
+++ b/gfe-db/infrastructure/Makefile
@@ -352,20 +352,27 @@ service.delete.modify-endpoint: #=> service=<service>
 	echo "Successfully removed Neo4j security group from $${service} VPC endpoint"
 
 service.delete:
-	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deleting CloudFormation" 2>&1 | tee -a $${CFN_LOG_PATH}
+	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deleting ${SERVICE} CloudFormation" 2>&1 | tee -a $${CFN_LOG_PATH}
 	@aws cloudformation delete-stack \
 		--stack-name "$${STAGE}-$${APP_NAME}-${SERVICE}" 2>&1 | tee -a $${CFN_LOG_PATH} || true && \
-	aws cloudformation wait stack-delete-complete \
-		--stack-name "$${STAGE}-$${APP_NAME}-${SERVICE}" 2>&1 | tee -a $${CFN_LOG_PATH} || true
+	res=$$(aws cloudformation wait stack-delete-complete \
+		--stack-name "$${STAGE}-$${APP_NAME}-${SERVICE}") && \
+	echo $$res | jq -r && \
+	echo "\033[0;34mSuccessfully deleted ${SERVICE} CloudFormation\033[0m" || \
+	echo "\033[0;31mFailed to delete ${SERVICE} CloudFormation\033[0m"
 
 service.key-pair.delete:
-	@aws ec2 delete-key-pair --key-name "${EC2_KEY_PAIR_NAME}" 2>&1 | tee -a $$CFN_LOG_PATH || true && \
+	@res=$$(aws ec2 delete-key-pair --key-name "${EC2_KEY_PAIR_NAME}") && \
+	echo $$res | jq -r && \
 	aws ssm delete-parameter --name "/$${APP_NAME}/$${STAGE}/$${AWS_REGION}/EC2KeyPairName" 2>&1 | tee -a $$CFN_LOG_PATH || true && \
 	mv ${ROOT_DIR}/${EC2_KEY_PAIR_NAME}.pem ${ROOT_DIR}/deprecated-key-$${INSTANCE_ID}-$$(gdate -u +'%Y-%m-%d-%H-%M').pem || true && \
 	echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deleting key pair ${EC2_KEY_PAIR_NAME} in Secrets Manager" 2>&1 | tee -a $$CFN_LOG_PATH && \
-	aws secretsmanager delete-secret \
+	res=$$(aws secretsmanager delete-secret \
 		--secret-id "/$${APP_NAME}/$${STAGE}/$${AWS_REGION}/EC2KeyPair" \
-		--force-delete-without-recovery 2>&1 | tee -a $$CFN_LOG_PATH || true
+		--force-delete-without-recovery) && \
+	echo $$res | jq -r && \
+	echo "\033[0;34mSuccessfully deleted key pair ${EC2_KEY_PAIR_NAME}\033[0m" || \
+	echo "\033[0;31mFailed to delete key pair ${EC2_KEY_PAIR_NAME}\033[0m"
 
 service.parameters.delete:
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deleting SSM parameters" 2>&1 | tee -a ${CFN_LOG_PATH}
diff --git a/gfe-db/infrastructure/access-services/bastion-server/Makefile b/gfe-db/infrastructure/access-services/bastion-server/Makefile
index 45587a26..c6e24788 100644
--- a/gfe-db/infrastructure/access-services/bastion-server/Makefile
+++ b/gfe-db/infrastructure/access-services/bastion-server/Makefile
@@ -80,11 +80,13 @@ service.revoke-security-group-ingress:
 		--name "/$${APP_NAME}/$${STAGE}/$${AWS_REGION}/BastionHostSecurityGroupId" | jq -r '.Parameter.Value')" && \
 	neo4j_database_security_group_id="$$(aws ssm get-parameter \
 		--name "/$${APP_NAME}/$${STAGE}/$${AWS_REGION}/Neo4jDatabaseSecurityGroupId" | jq -r '.Parameter.Value')" && \
-	aws ec2 revoke-security-group-ingress \
+	res=$$(aws ec2 revoke-security-group-ingress \
 		--group-id "$$neo4j_database_security_group_id" \
 		--protocol tcp \
 		--port 22 \
-		--source-group "$$bastion_host_security_group_id" 2>&1 | tee -a $$CFN_LOG_PATH || true
+		--source-group "$$bastion_host_security_group_id") && \
+	echo $$res | jq -r && \
+	echo "\033[0;34mBastion host security group is no longer associated with Neo4j database security group\033[0m" || \
 
 service.delete: service.revoke-security-group-ingress
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deleting Bastion EC2 instance" 2>&1 | tee -a $$CFN_LOG_PATH
diff --git a/gfe-db/pipeline/Makefile b/gfe-db/pipeline/Makefile
index feeb466d..be6929ac 100644
--- a/gfe-db/pipeline/Makefile
+++ b/gfe-db/pipeline/Makefile
@@ -69,7 +69,7 @@ service.delete:
 	$(MAKE) service.functions.delete
 
 service.functions.delete:
-	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deleting CloudFormation" 2>&1 | tee -a $$CFN_LOG_PATH
+	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deleting ${SERVICE} CloudFormation" 2>&1 | tee -a $$CFN_LOG_PATH
 	@aws cloudformation delete-stack \
 		--stack-name "$${STAGE}-$${APP_NAME}-${SERVICE}" 2>&1 | tee -a $$CFN_LOG_PATH || true && \
 	aws cloudformation wait stack-delete-complete \
diff --git a/gfe-db/pipeline/jobs/Makefile b/gfe-db/pipeline/jobs/Makefile
index 06311201..042a4c6d 100644
--- a/gfe-db/pipeline/jobs/Makefile
+++ b/gfe-db/pipeline/jobs/Makefile
@@ -36,10 +36,13 @@ delete.ecr.jobs.build:
 	[ "$$ecr_images" = "[]" ] && \
 	echo "No images to delete in $${ECR_BASE_URI}/$${BUILD_REPOSITORY_NAME}" && exit 0 || \
 	echo "Deleting images in $${ECR_BASE_URI}/$${BUILD_REPOSITORY_NAME}" && \
-	aws ecr batch-delete-image \
+	res=$$(aws ecr batch-delete-image \
 		--region "$${AWS_REGION}" \
 		--repository-name "$${BUILD_REPOSITORY_NAME}" \
-		--image-ids "$$ecr_images" 2>&1 | tee -a $$CFN_LOG_PATH || true
+		--image-ids "$$ecr_images") && \
+	echo $$res | jq -r && \
+	echo "\033[0;34mSuccessfully deleted images in $${ECR_BASE_URI}/$${BUILD_REPOSITORY_NAME}\033[0m" || \
+	echo "\033[0;31mFailed to delete images in $${ECR_BASE_URI}/$${BUILD_REPOSITORY_NAME}\033[0m"
 
 #############
 #  Helpers  #

From ef8963f4496cb0feea13d966640f5066ef563305 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 31 Dec 2023 10:35:00 -0800
Subject: [PATCH 212/367] add missing feature service param to build job

---
 .../access-services/bastion-server/Makefile   |    1 +
 gfe-db/pipeline/config/execution-state.json   | 1128 ++++++++---------
 gfe-db/pipeline/config/source-config.json     |    4 +-
 .../functions/invoke_update_pipeline/app.py   |    1 +
 gfe-db/pipeline/jobs/build/run.sh             |    3 +-
 gfe-db/pipeline/template.yaml                 |   42 +-
 6 files changed, 593 insertions(+), 586 deletions(-)

diff --git a/gfe-db/infrastructure/access-services/bastion-server/Makefile b/gfe-db/infrastructure/access-services/bastion-server/Makefile
index c6e24788..8ba99606 100644
--- a/gfe-db/infrastructure/access-services/bastion-server/Makefile
+++ b/gfe-db/infrastructure/access-services/bastion-server/Makefile
@@ -87,6 +87,7 @@ service.revoke-security-group-ingress:
 		--source-group "$$bastion_host_security_group_id") && \
 	echo $$res | jq -r && \
 	echo "\033[0;34mBastion host security group is no longer associated with Neo4j database security group\033[0m" || \
+	echo "\033[0;31mFailed to remove bastion host security group from Neo4j database security group\033[0m"
 
 service.delete: service.revoke-security-group-ingress
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deleting Bastion EC2 instance" 2>&1 | tee -a $$CFN_LOG_PATH
diff --git a/gfe-db/pipeline/config/execution-state.json b/gfe-db/pipeline/config/execution-state.json
index f3d193bb..030f5dde 100644
--- a/gfe-db/pipeline/config/execution-state.json
+++ b/gfe-db/pipeline/config/execution-state.json
@@ -1,8 +1,8 @@
 {
-    "created_utc": "2023-12-28T20:46:20.423Z",
+    "created_utc": "2023-12-31T04:08:31.547Z",
     "items": [
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -20,7 +20,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -38,7 +38,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -56,7 +56,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -74,7 +74,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -92,7 +92,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -110,7 +110,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -128,7 +128,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -146,7 +146,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -164,7 +164,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -182,7 +182,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -200,7 +200,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -218,7 +218,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -236,7 +236,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -254,7 +254,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -272,7 +272,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -290,7 +290,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -308,7 +308,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -326,7 +326,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -344,7 +344,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -362,7 +362,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -380,7 +380,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -398,7 +398,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -416,7 +416,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -434,7 +434,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -452,7 +452,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -470,7 +470,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -488,7 +488,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -506,7 +506,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -524,7 +524,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -542,7 +542,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -560,7 +560,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -578,7 +578,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -596,7 +596,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -614,7 +614,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -632,7 +632,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -650,7 +650,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -668,7 +668,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -686,7 +686,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -704,7 +704,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -722,7 +722,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -740,7 +740,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -758,7 +758,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -776,7 +776,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -794,7 +794,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -812,7 +812,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -830,7 +830,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -848,7 +848,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -866,7 +866,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -884,7 +884,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -902,7 +902,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -920,7 +920,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -938,7 +938,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -956,7 +956,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -974,7 +974,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -992,7 +992,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -1010,7 +1010,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -1028,7 +1028,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -1046,7 +1046,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -1064,7 +1064,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -1082,7 +1082,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -1100,7 +1100,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -1118,7 +1118,7 @@
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         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -1136,7 +1136,7 @@
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         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -1154,7 +1154,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -1172,7 +1172,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -1190,7 +1190,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -1208,7 +1208,7 @@
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         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -1226,7 +1226,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -1244,7 +1244,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -1262,7 +1262,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -1280,7 +1280,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -1298,7 +1298,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -1316,7 +1316,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -1334,7 +1334,7 @@
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         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
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@@ -2378,7 +2378,7 @@
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@@ -8066,7 +8066,7 @@
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@@ -8084,7 +8084,7 @@
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@@ -9308,7 +9308,7 @@
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@@ -9344,7 +9344,7 @@
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         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9452,7 +9452,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9470,7 +9470,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9488,7 +9488,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9506,7 +9506,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9524,7 +9524,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9542,7 +9542,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9560,7 +9560,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9578,7 +9578,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9596,7 +9596,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9614,7 +9614,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9632,7 +9632,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9650,7 +9650,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9668,7 +9668,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9686,7 +9686,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9704,7 +9704,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9722,7 +9722,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9740,7 +9740,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9758,7 +9758,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9776,7 +9776,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9794,7 +9794,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9812,7 +9812,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9830,7 +9830,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9848,7 +9848,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9866,7 +9866,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9884,7 +9884,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9902,7 +9902,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9920,7 +9920,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9938,7 +9938,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9956,7 +9956,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9974,7 +9974,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9992,7 +9992,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10010,7 +10010,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10028,7 +10028,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10046,7 +10046,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10064,7 +10064,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10082,7 +10082,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10100,7 +10100,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10118,7 +10118,7 @@
             }
         },
         {
-            "created_utc": "2023-12-28T20:46:20.423Z",
+            "created_utc": "2023-12-31T04:08:31.547Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
diff --git a/gfe-db/pipeline/config/source-config.json b/gfe-db/pipeline/config/source-config.json
index e6cf4641..168f1d9b 100644
--- a/gfe-db/pipeline/config/source-config.json
+++ b/gfe-db/pipeline/config/source-config.json
@@ -1,6 +1,6 @@
 {
-    "created_utc": "2023-12-28T20:46:20.423Z",
-    "updated_utc": "2023-12-28T20:46:20.423Z",
+    "created_utc": "2023-12-31T04:08:31.547Z",
+    "updated_utc": "2023-12-31T04:08:31.547Z",
     "repositories": {
         "ANHIG/IMGTHLA": {
             "owner": "ANHIG",
diff --git a/gfe-db/pipeline/functions/invoke_update_pipeline/app.py b/gfe-db/pipeline/functions/invoke_update_pipeline/app.py
index 5b5d2fd7..51ff9889 100644
--- a/gfe-db/pipeline/functions/invoke_update_pipeline/app.py
+++ b/gfe-db/pipeline/functions/invoke_update_pipeline/app.py
@@ -33,6 +33,7 @@
 gfe_db_processing_queue_url = pipeline.params.GfeDbProcessingQueueUrl
 
 # Check that database is running, abort if not
+# TODO State table should be updated to FAILED if database is not running, however this block needs to run inside the handler
 response = ec2.describe_instance_status(InstanceIds=[neo4j_database_instance_id])
 if len(response["InstanceStatuses"]) > 0:
     if response["InstanceStatuses"][0]["InstanceState"]["Name"] != "running":
diff --git a/gfe-db/pipeline/jobs/build/run.sh b/gfe-db/pipeline/jobs/build/run.sh
index babe153d..27e08609 100755
--- a/gfe-db/pipeline/jobs/build/run.sh
+++ b/gfe-db/pipeline/jobs/build/run.sh
@@ -186,7 +186,8 @@ python3 "$SRC_DIR"/app.py \
 	$ALIGNFLAG \
 	$MEM_PROFILE_FLAG \
 	-v \
-	-l $limit
+	-l $limit \
+    -u $FEATURE_SERVICE_URL
     
 build_exit_status=$?
 echo "Build exit status (1:CRITICAL, 2:WARNING): $build_exit_status"
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index a7bdbb77..2dfc64d9 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -258,7 +258,7 @@ Resources:
         LaunchTemplate:
           LaunchTemplateId: !Ref BuildLaunchTemplate
       Tags:
-        Name: gfe-db-build-worker
+        Name: !Sub '${Stage}-${AppName}-build-worker'
       ServiceRole: !GetAtt BatchServiceRole.Arn
   BuildLaunchTemplate:
     Type: AWS::EC2::LaunchTemplate
@@ -274,28 +274,32 @@ Resources:
           Enabled: true
         SecurityGroupIds:
           - !Ref BuildServerSG
-        UserData: !Base64 |
-          MIME-Version: 1.0
-          Content-Type: multipart/mixed; boundary="==MYBOUNDARY=="
-          --==MYBOUNDARY==
-          Content-Type: text/x-shellscript; charset="us-ascii"
-          #!/bin/bash -x
-          IDX=1
-          for DEV in /dev/disk/by-id/nvme-Amazon_EC2_NVMe_Instance_Storage_*-ns-1; do
-            mkfs.xfs ${DEV}
-            mkdir -p /local${IDX}
-            echo ${DEV} /local${IDX} xfs defaults,noatime 1 2 >> /etc/fstab
-            IDX=$((${IDX} + 1))
-          done
-          mount -a
-          sudo yum update -y
-          sudo yum install amazon-cloudwatch-agent -y
-          --==MYBOUNDARY==
+        UserData:
+          Fn::Base64: |
+            MIME-Version: 1.0
+            Content-Type: multipart/mixed; boundary="==MYBOUNDARY=="
+
+            --==MYBOUNDARY==
+            Content-Type: text/x-shellscript; charset="us-ascii"
+
+            #!/bin/bash -x
+            IDX=1
+            for DEV in /dev/disk/by-id/nvme-Amazon_EC2_NVMe_Instance_Storage_*-ns-1; do
+              mkfs.xfs ${DEV}
+              mkdir -p /local${IDX}
+              echo ${DEV} /local${IDX} xfs defaults,noatime 1 2 >> /etc/fstab
+              IDX=$((${IDX} + 1))
+            done
+            mount -a
+            sudo yum update -y
+            sudo yum install amazon-cloudwatch-agent -y
+
+            --==MYBOUNDARY==
       TagSpecifications:
         - ResourceType: launch-template
           Tags:
             - Key: Name
-              Value: gfe-db-build-worker
+              Value: !Sub '${Stage}-${AppName}-build-worker'
   BatchTaskExecutionRole:
     Type: AWS::IAM::Role
     Properties:

From 19cac699de74cf3da6f174316496abbc0ab34d28 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 31 Dec 2023 14:10:25 -0800
Subject: [PATCH 213/367] update input parameters model

---
 .../gfe_db_models/gfedbmodels/types.py        |  2 +
 .../statemachines/update-pipeline.asl.json    | 81 +++++++++++++++----
 2 files changed, 67 insertions(+), 16 deletions(-)

diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
index d570dd06..25074fdd 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
@@ -113,6 +113,8 @@ class InputParameters(BaseModel):
     kir: bool
     mem_profile: bool
     limit: Optional[int] = -1
+    use_existing_build: Optional[bool] = False
+    skip_load: Optional[bool] = False
 
     # validate that limit is an integer equalt to -1 or greater than 0 but not equal to 0
     @validator("limit")
diff --git a/gfe-db/pipeline/statemachines/update-pipeline.asl.json b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
index a98b7d50..26e05887 100644
--- a/gfe-db/pipeline/statemachines/update-pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
@@ -46,7 +46,7 @@
         "Build Stage": {
             "Type": "Parallel",
             "ResultPath": null,
-            "Next": "Load Stage",
+            "Next": "Skip Load?",
             "Catch": [
                 {
                     "ErrorEquals": [
@@ -103,9 +103,41 @@
                     }
                 },
                 {
-                    "StartAt": "Build IMGT Release",
+                    "StartAt": "Check Existing Build",
                     "States": {
-                        "Build IMGT Release": {
+                        "Check Existing Build": {
+                            "Type": "Task",
+                            "Resource": "arn:aws:states:::aws-sdk:s3:listObjects",
+                            "Parameters": {
+                                "Bucket": "${DataBucketName}",
+                                "Prefix.$": "States.Format('data/{}/csv/', $.input.version)"
+                            },
+                            "ResultPath": "$.check_existing_build",
+                            "Next": "Files Exist?"
+                        },
+                        "Files Exist?": {
+                            "Type": "Choice",
+                            "Choices": [
+                                {
+                                    "Variable": "$.check_existing_build.Contents",
+                                    "IsPresent": false,
+                                    "Next": "Generate CSV files"
+                                }
+                            ],
+                            "Default": "Use Existing Build?"
+                        },
+                        "Use Existing Build?": {
+                            "Type": "Choice",
+                            "Choices": [
+                                {
+                                    "Variable": "$.input.input_parameters.use_existing_build",
+                                    "StringEquals": "False",
+                                    "Next": "Generate CSV files"
+                                }
+                            ],
+                            "Default": "Validate Build"
+                        },
+                        "Generate CSV files": {
                             "Type": "Task",
                             "Resource": "arn:aws:states:::batch:submitJob.sync",
                             "ResultPath": null,
@@ -128,28 +160,29 @@
                             "Type": "Task",
                             "Resource": "${ValidateBuildOutputFunctionArn}",
                             "Parameters": {
-                                "execution_context.$": "$$"
+                                "execution_id.$": "$$.Execution.Id",
+                                "execution_start_time.$": "$$.Execution.StartTime",
+                                "input.$": "$.input"
                             },
-                            "ResultPath": "$.validations.build",
-                            "Next": "Is Build Valid?"
+                            "Next": "Evaluate Payload"
                         },
-                        "Is Build Valid?": {
+                        "Evaluate Payload": {
                             "Type": "Choice",
                             "Choices": [
                                 {
-                                    "Variable": "$.validations.build.has_valid_payload",
+                                    "Variable": "$.is_valid_build",
                                     "BooleanEquals": true,
-                                    "Next": "Build Succeeded"
+                                    "Next": "Pass Build"
                                 }
                             ],
-                            "Default": "Build Failed"
+                            "Default": "Fail Build"
                         },
-                        "Build Succeeded": {
+                        "Pass Build": {
                             "Type": "Pass",
                             "ResultPath": null,
                             "End": true
                         },
-                        "Build Failed": {
+                        "Fail Build": {
                             "Type": "Fail",
                             "Error": "BuildFailed",
                             "Cause": "No valid build was generated"
@@ -217,6 +250,22 @@
             "Type": "Fail",
             "Error": "ExecutionFailed"
         },
+        "Skip Load?": {
+            "Type": "Choice",
+            "Choices": [
+                {
+                    "Variable": "$.input.input_parameters.skip_load",
+                    "StringEquals": "True",
+                    "Next": "Skipped"
+                }
+            ],
+            "Default": "Load Stage"
+        },
+        "Skipped": {
+            "Type": "Pass",
+            "ResultPath": null,
+            "End": true
+        },
         "Load Stage": {
             "Type": "Parallel",
             "OutputPath": "$.[1]",
@@ -267,17 +316,17 @@
                                 {
                                     "Variable": "$.validations.queries.post",
                                     "IsPresent": true,
-                                    "Next": "Load Succeeded"
+                                    "Next": "Pass Load"
                                 }
                             ],
-                            "Default": "Load Failed"
+                            "Default": "Fail Load"
                         },
-                        "Load Succeeded": {
+                        "Pass Load": {
                             "Type": "Pass",
                             "ResultPath": null,
                             "End": true
                         },
-                        "Load Failed": {
+                        "Fail Load": {
                             "Type": "Fail",
                             "Error": "LoadFailed",
                             "Cause": "Post-execution validation queries do not match expected values"

From 823b2562f1b4ff9d4778163f368df183933862f2 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 31 Dec 2023 15:35:51 -0800
Subject: [PATCH 214/367] update input parameter paths and references for build
 stage

---
 .../functions/validate_build_output/app.py    |  5 ++--
 .../validate_build_output/event.json          | 23 ++++++++++++-------
 .../validate_build_output/requirements.txt    |  4 ++--
 .../statemachines/update-pipeline.asl.json    |  4 ++--
 4 files changed, 22 insertions(+), 14 deletions(-)

diff --git a/gfe-db/pipeline/functions/validate_build_output/app.py b/gfe-db/pipeline/functions/validate_build_output/app.py
index 9687a25b..4c9c4758 100644
--- a/gfe-db/pipeline/functions/validate_build_output/app.py
+++ b/gfe-db/pipeline/functions/validate_build_output/app.py
@@ -40,7 +40,7 @@ def lambda_handler(event, context):
 
     # expected input is the execution input
     # execution_input = event['execution_context']['Execution']['Input']['input']
-    release = event['input']['RELEASES']
+    release = event['input']['version']
 
     # errors for all release builds used only for logging, not used for validation logic
     errors = []
@@ -87,6 +87,7 @@ def lambda_handler(event, context):
         obj["details"] = {}
 
         # # Note: the state machine can now use existing CSV files as input, so the timestamp validation is no longer needed
+        # TODO perform conditionally only if use_existing_csv is False
         # # Validate the file's timestamp is after the execution start time
         # obj["details"]["is_valid_csv_timestamp"] = obj['created_utc'] > execution_start_time
         # if not obj["details"]["is_valid_csv_timestamp"]:
@@ -229,7 +230,7 @@ def default(self, obj):
 if __name__ == "__main__":
     from pathlib import Path
 
-    event_path = Path(__file__).parent / "error-event.json"
+    event_path = Path(__file__).parent / "event.json"
 
     with open(event_path, "r") as file:
         event = json.load(file)
diff --git a/gfe-db/pipeline/functions/validate_build_output/event.json b/gfe-db/pipeline/functions/validate_build_output/event.json
index a1789947..5470c5bd 100644
--- a/gfe-db/pipeline/functions/validate_build_output/event.json
+++ b/gfe-db/pipeline/functions/validate_build_output/event.json
@@ -1,11 +1,18 @@
 {
+    "execution_id": "arn:aws:states:us-east-1:810526023897:execution:UpdatePipelineStateMachine-tUzIfvDy3rJu:3540_901b1b788a2ec2b4722c9672910ad880b29b368b_231231_195204",
     "input": {
-        "ALIGN": "False",
-        "KIR": "False",
-        "LIMIT": "100",
-        "MEM_PROFILE": "False",
-        "RELEASES": "320"
+      "version": 3540,
+      "commit_sha": "901b1b788a2ec2b4722c9672910ad880b29b368b",
+      "input_parameters": {
+        "align": false,
+        "kir": false,
+        "mem_profile": false,
+        "limit": 1000,
+        "use_existing_build": false,
+        "skip_load": false
+      },
+      "s3_path": "s3://nmdpf-gfe-db-810526023897-us-east-1/data/3540",
+      "receipt_handle": "AQEBqmH+LQvILf6DcqebHTClmFCFIKKuihrduhptYBLOSSP4Ew7kvcmGOs1JVOL/OXNWF9a6BuxnS6IpL7D1x8KU+015eji4tdwCSPO3XmLfqge436u7MBvR2OSlxKXDf7wu6Pttsiz0itTbWkaNs/8fLHIKVNq5XybXjpuQfr+fGCMo8VPImno+XLL106UxFsZd+Mz9ImBb65Ps7Moe+jSVrvUJBHoibIE8nqI95ilGhmD4eeOoNpWjl10Z3dbArxeddLt9xmCxF7vJVvxFmORWc1VU8jolaRc8laaWpA1zB98rRL+4ZnTu7p10aug4DOvrNWBECrWZsz66OynWGSooqBsQQGyPP9kDbUjw84IryHAX6UXMSYYFHPHO4/5Ya1xBjtggM+fDtty9qZUhRWqVh9+pkb2sOwrXJ/9QpblC9LshI2UNZj+SQkqrXNWBH+dq"
     },
-    "execution_id": 1,
-    "execution_start_time": "2023-08-30T23:46:01.477Z"
-}
\ No newline at end of file
+    "execution_start_time": "2023-12-31T19:52:04.281Z"
+  }
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/validate_build_output/requirements.txt b/gfe-db/pipeline/functions/validate_build_output/requirements.txt
index 2ca5c782..64ba8184 100644
--- a/gfe-db/pipeline/functions/validate_build_output/requirements.txt
+++ b/gfe-db/pipeline/functions/validate_build_output/requirements.txt
@@ -1,2 +1,2 @@
-polars==0.18.3
-s3fs==2023.6.0
+polars~=0.18.3
+s3fs~=2023.6.0
diff --git a/gfe-db/pipeline/statemachines/update-pipeline.asl.json b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
index 26e05887..3a0f40fd 100644
--- a/gfe-db/pipeline/statemachines/update-pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
@@ -131,7 +131,7 @@
                             "Choices": [
                                 {
                                     "Variable": "$.input.input_parameters.use_existing_build",
-                                    "StringEquals": "False",
+                                    "BooleanEquals": false,
                                     "Next": "Generate CSV files"
                                 }
                             ],
@@ -255,7 +255,7 @@
             "Choices": [
                 {
                     "Variable": "$.input.input_parameters.skip_load",
-                    "StringEquals": "True",
+                    "BooleanEquals": true,
                     "Next": "Skipped"
                 }
             ],

From f04808c2e3ac325759c2b2b7764551741078fad6 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Tue, 2 Jan 2024 12:07:33 -0800
Subject: [PATCH 215/367] fix incorrect path to database config files

---
 gfe-db/database/scripts/Makefile | 4 ++--
 gfe-db/database/template.yaml    | 9 +++++----
 2 files changed, 7 insertions(+), 6 deletions(-)

diff --git a/gfe-db/database/scripts/Makefile b/gfe-db/database/scripts/Makefile
index 3c66ef5f..204db757 100644
--- a/gfe-db/database/scripts/Makefile
+++ b/gfe-db/database/scripts/Makefile
@@ -11,7 +11,7 @@ export REPORTS_DIR := ${UBUNTU_HOME}/reports
 export NEO4J_USERNAME=$(shell aws secretsmanager get-secret-value --secret-id "/${APP_NAME}/${STAGE}/${AWS_REGION}/Neo4jCredentials" | jq -r '.SecretString' | jq -r '.NEO4J_USERNAME')
 export NEO4J_PASSWORD=$(shell aws secretsmanager get-secret-value --secret-id "/${APP_NAME}/${STAGE}/${AWS_REGION}/Neo4jCredentials" | jq -r '.SecretString' | jq -r '.NEO4J_PASSWORD')
 
-REQUIRED_VARS := UBUNTU_HOME NEO4J_HOME INSTANCE_ID DATA_BUCKET_NAME NEO4J_USERNAME NEO4J_PASSWORD ADMIN_EMAIL GDS_VERSION
+REQUIRED_VARS := UBUNTU_HOME NEO4J_HOME INSTANCE_ID DATA_BUCKET_NAME CONFIG_S3_PATH NEO4J_USERNAME NEO4J_PASSWORD ADMIN_EMAIL GDS_VERSION
 
 target:
 	$(info ${HELP_MESSAGE})
@@ -100,7 +100,7 @@ neo4j.update-permissions:
 neo4j.init.download-scripts:
 	@mkdir -p ${NEO4J_HOME}/backups ${NEO4J_HOME}/cypher
 	@echo "Fetching Cypher scripts from S3..."
-	@aws s3 cp --recursive s3://${DATA_BUCKET_NAME}/config/neo4j/cypher/ ${NEO4J_HOME}/cypher/
+	@aws s3 cp --recursive s3://${DATA_BUCKET_NAME}/${CONFIG_S3_PATH}/${SERVICE}/neo4j/cypher/ ${NEO4J_HOME}/cypher/
 
 neo4j.query.init: # public: neo4j+s://${SUBDOMAIN}.${HOST_DOMAIN}:7687; private: bolt://<private_ip>:7687
 	@echo "Executing initialization queries"
diff --git a/gfe-db/database/template.yaml b/gfe-db/database/template.yaml
index 06f2a58f..ebedcb0d 100644
--- a/gfe-db/database/template.yaml
+++ b/gfe-db/database/template.yaml
@@ -67,9 +67,9 @@ Resources:
       Value: !Ref Neo4jCredentialsSecret
   Neo4jDatabaseInstance:
     Type: AWS::EC2::Instance
-    # CreationPolicy:
-    #   ResourceSignal:
-    #     Timeout: PT10M
+    CreationPolicy:
+      ResourceSignal:
+        Timeout: PT10M
     Properties:
       KeyName: !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/EC2KeyPairName}}'
       DisableApiTermination: false
@@ -148,7 +148,7 @@ Resources:
           mkdir -p /tmp/amazon-cloudwatch-agent
           wget -q -O /tmp/amazon-cloudwatch-agent/amazon-cloudwatch-agent.deb https://amazoncloudwatch-agent.s3.amazonaws.com/ubuntu/amd64/latest/amazon-cloudwatch-agent.deb
           dpkg -i -E /tmp/amazon-cloudwatch-agent/amazon-cloudwatch-agent.deb
-          aws s3 cp --quiet s3://${DataBucketName}/config/amazon-cloudwatch-agent/amazon-cloudwatch-agent.json /opt/aws/amazon-cloudwatch-agent/etc/amazon-cloudwatch-agent.json
+          aws s3 cp --quiet s3://${DataBucketName}/${ConfigS3Path}/${ServiceName}/amazon-cloudwatch-agent/amazon-cloudwatch-agent.json /opt/aws/amazon-cloudwatch-agent/etc/amazon-cloudwatch-agent.json
           /opt/aws/amazon-cloudwatch-agent/bin/amazon-cloudwatch-agent-ctl -a fetch-config -m ec2 -s -c file:/opt/aws/amazon-cloudwatch-agent/etc/amazon-cloudwatch-agent.json
           [ $(amazon-cloudwatch-agent-ctl -a status | jq -r '.status') = running ] && echo "INFO: CloudWatch Logs Agent is running" || \
             (msg="ERROR: CloudWatch Logs Agent did not initialize correctly" && echo $msg && cfn_signal 1 "$msg" && exit 1)
@@ -162,6 +162,7 @@ Resources:
           echo "USE_PRIVATE_SUBNET=${usePrivateSubnet}" >> $UBUNTU_HOME/env.sh
           echo "AWS_REGION=us-east-1" >> $UBUNTU_HOME/env.sh
           echo "DATA_BUCKET_NAME=${DataBucketName}" >> $UBUNTU_HOME/env.sh
+          echo "CONFIG_S3_PATH=${ConfigS3Path}" >> $UBUNTU_HOME/env.sh
           echo "HOST_DOMAIN=${HostDomain}" >> $UBUNTU_HOME/env.sh
           echo "SUBDOMAIN=${Subdomain}" >> $UBUNTU_HOME/env.sh
           echo "ADMIN_EMAIL=${AdminEmail}" >> $UBUNTU_HOME/env.sh

From 746fdf544b4aa74116b7a64b656da55dc7cd76fe Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Tue, 2 Jan 2024 15:13:37 -0800
Subject: [PATCH 216/367] refactor validation paths for state machine

---
 .../pipeline/functions/validate_build_output/app.py |  5 -----
 .../functions/validate_build_output/event.json      | 12 ++++++------
 .../pipeline/statemachines/update-pipeline.asl.json | 13 +++++++------
 3 files changed, 13 insertions(+), 17 deletions(-)

diff --git a/gfe-db/pipeline/functions/validate_build_output/app.py b/gfe-db/pipeline/functions/validate_build_output/app.py
index 4c9c4758..0df17d60 100644
--- a/gfe-db/pipeline/functions/validate_build_output/app.py
+++ b/gfe-db/pipeline/functions/validate_build_output/app.py
@@ -30,8 +30,6 @@ def lambda_handler(event, context):
     """Validates the build output artifacts against the original execution input object."""
 
     logger.info(json.dumps(event))
-
-    execution_start_time = datetime.strptime(event['execution_start_time'], '%Y-%m-%dT%H:%M:%S.%fZ').replace(tzinfo=tz.tzutc())
         
     # TODO get the expected input from execution context and validate against this
     # TODO Remove this and use the output of validation against the expected input
@@ -152,9 +150,6 @@ def lambda_handler(event, context):
         logger.error(error_msg)
 
     payload = {
-        "execution_id": event['execution_id'],
-        "execution_start_time": event['execution_start_time'],
-        "input": event['input'],
         **release_report
     }
 
diff --git a/gfe-db/pipeline/functions/validate_build_output/event.json b/gfe-db/pipeline/functions/validate_build_output/event.json
index 5470c5bd..7a7572d0 100644
--- a/gfe-db/pipeline/functions/validate_build_output/event.json
+++ b/gfe-db/pipeline/functions/validate_build_output/event.json
@@ -1,8 +1,8 @@
 {
-    "execution_id": "arn:aws:states:us-east-1:810526023897:execution:UpdatePipelineStateMachine-tUzIfvDy3rJu:3540_901b1b788a2ec2b4722c9672910ad880b29b368b_231231_195204",
+    "execution_id": "arn:aws:states:us-east-1:810526023897:execution:UpdatePipelineStateMachine-N2tfp1Efjryu:3500_50b790037030d958b662085c3f4cf34ba72a32ec_240102_230217",
     "input": {
-      "version": 3540,
-      "commit_sha": "901b1b788a2ec2b4722c9672910ad880b29b368b",
+      "version": 3500,
+      "commit_sha": "50b790037030d958b662085c3f4cf34ba72a32ec",
       "input_parameters": {
         "align": false,
         "kir": false,
@@ -11,8 +11,8 @@
         "use_existing_build": false,
         "skip_load": false
       },
-      "s3_path": "s3://nmdpf-gfe-db-810526023897-us-east-1/data/3540",
-      "receipt_handle": "AQEBqmH+LQvILf6DcqebHTClmFCFIKKuihrduhptYBLOSSP4Ew7kvcmGOs1JVOL/OXNWF9a6BuxnS6IpL7D1x8KU+015eji4tdwCSPO3XmLfqge436u7MBvR2OSlxKXDf7wu6Pttsiz0itTbWkaNs/8fLHIKVNq5XybXjpuQfr+fGCMo8VPImno+XLL106UxFsZd+Mz9ImBb65Ps7Moe+jSVrvUJBHoibIE8nqI95ilGhmD4eeOoNpWjl10Z3dbArxeddLt9xmCxF7vJVvxFmORWc1VU8jolaRc8laaWpA1zB98rRL+4ZnTu7p10aug4DOvrNWBECrWZsz66OynWGSooqBsQQGyPP9kDbUjw84IryHAX6UXMSYYFHPHO4/5Ya1xBjtggM+fDtty9qZUhRWqVh9+pkb2sOwrXJ/9QpblC9LshI2UNZj+SQkqrXNWBH+dq"
+      "s3_path": "s3://nmdpf-gfe-db-810526023897-us-east-1/data/3500",
+      "receipt_handle": "AQEBEtdJKEOIhBCO24mxSnC8Q7RP8bFbXbsUuwd9Ix3vgj2QwRnLOPtvIaBlKaZQFaUU9qj9VitZBZXv0wTHkleavmWo7WnhtfsKFyCmB8I/1wAise2Lzo0y6GisRyKSDMJd+tmtZUgX2tfPEQ8cx4N6hHvlWXW2XhoEH0h5fWtJj2pCKUcnqdJQcinSVoLrfGZpZpYnZ+fhiDqcnBsP3lv6XcUY+2MynHK1QkadxhM2JXipAj5qb7lVS0lCSiWfTaHcph1RExmO4k/QNZBJGr41JVmqPONqO9Dp8ryyXIpavPLvP/uK6OAkppXbQVM5VqNEEx7Njqd2e9C2NoYXKCrGToigN62rEOWzL72L/rFHHXMGXhiCJnd7J67g8Ni5ejDI6t6zkbMlvdLTnegLtVt91MwW4+Hfpwr2dtZJwpsu0zPa0qYF6CaliYanA8CJVzLI"
     },
-    "execution_start_time": "2023-12-31T19:52:04.281Z"
+    "execution_start_time": "2024-01-02T23:02:17.533Z"
   }
\ No newline at end of file
diff --git a/gfe-db/pipeline/statemachines/update-pipeline.asl.json b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
index 3a0f40fd..44d6bb49 100644
--- a/gfe-db/pipeline/statemachines/update-pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
@@ -45,7 +45,7 @@
         },
         "Build Stage": {
             "Type": "Parallel",
-            "ResultPath": null,
+            "OutputPath": "$.[1]",
             "Next": "Skip Load?",
             "Catch": [
                 {
@@ -112,14 +112,14 @@
                                 "Bucket": "${DataBucketName}",
                                 "Prefix.$": "States.Format('data/{}/csv/', $.input.version)"
                             },
-                            "ResultPath": "$.check_existing_build",
+                            "ResultPath": "$.validations.check_existing_build",
                             "Next": "Files Exist?"
                         },
                         "Files Exist?": {
                             "Type": "Choice",
                             "Choices": [
                                 {
-                                    "Variable": "$.check_existing_build.Contents",
+                                    "Variable": "$.validations.check_existing_build.Contents",
                                     "IsPresent": false,
                                     "Next": "Generate CSV files"
                                 }
@@ -164,13 +164,14 @@
                                 "execution_start_time.$": "$$.Execution.StartTime",
                                 "input.$": "$.input"
                             },
-                            "Next": "Evaluate Payload"
+                            "ResultPath": "$.validations.build_outputs",
+                            "Next": "Is Build Successful?"
                         },
-                        "Evaluate Payload": {
+                        "Is Build Successful?": {
                             "Type": "Choice",
                             "Choices": [
                                 {
-                                    "Variable": "$.is_valid_build",
+                                    "Variable": "$.validations.build_outputs.is_valid_build",
                                     "BooleanEquals": true,
                                     "Next": "Pass Build"
                                 }

From 4d1cfcbde001fbb87f9996e9db7d01d8eab89eeb Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Tue, 2 Jan 2024 17:41:00 -0800
Subject: [PATCH 217/367] evaluate query results after load to pass or fail

---
 .../functions/evaluate_query_results/app.py   |  88 ++++
 .../evaluate_query_results/event.json         | 288 +++++++++++++
 .../evaluate_query_results/requirements.txt   |   0
 .../execute_validation_queries/app.py         |   3 +-
 .../post-execution-event.json                 | 378 ++++++++++--------
 .../statemachines/update-pipeline.asl.json    |  37 +-
 gfe-db/pipeline/template.yaml                 |  21 +
 7 files changed, 629 insertions(+), 186 deletions(-)
 create mode 100644 gfe-db/pipeline/functions/evaluate_query_results/app.py
 create mode 100644 gfe-db/pipeline/functions/evaluate_query_results/event.json
 create mode 100644 gfe-db/pipeline/functions/evaluate_query_results/requirements.txt

diff --git a/gfe-db/pipeline/functions/evaluate_query_results/app.py b/gfe-db/pipeline/functions/evaluate_query_results/app.py
new file mode 100644
index 00000000..cd76730d
--- /dev/null
+++ b/gfe-db/pipeline/functions/evaluate_query_results/app.py
@@ -0,0 +1,88 @@
+"""
+Query result evaluation:
+For post-load invocations the script appends additional metadata to the payload to indicate whether the load was successful.
+The success condition is defined by the following criteria:
+- The number of nodes in the database is greater than the number of nodes in the pre-load invocation.
+- The post-load release version for the State Machine execution matches the release version in the database.
+- The post-load number of unique release versions is greater than the number of unique release versions in the pre-load invocation.
+- If a limit is specified, the number of GFE nodes for the specific release matches the limit
+"""
+import os
+import logging
+import json
+
+logger = logging.getLogger()
+logger.setLevel(logging.INFO)
+
+AWS_REGION = os.environ["AWS_REGION"]
+STAGE = os.environ["STAGE"]
+APP_NAME = os.environ["APP_NAME"]
+
+def lambda_handler(event, context):
+
+    release_version = event['input']['version']
+    query_results = event['validations']['queries']
+
+    # Release has been added to the database
+    unique_releases_in_db_pre_load = sorted([ int(item['release_version']) for item in query_results['pre']['has_ipd_allele_release_counts'] ])
+    unique_releases_in_db_post_load = sorted([ int(item['release_version']) for item in query_results['post']['has_ipd_allele_release_counts'] ])
+    is_release_version_loaded = set(unique_releases_in_db_post_load) - set(unique_releases_in_db_pre_load) == set([int(release_version)])
+
+    # Number of nodes in the database has increased
+    node_counts_pre_load = sum(sorted([ item['count'] for item in query_results['pre']['node_counts'] ]))
+    node_counts_post_load = sum(sorted([ item['count'] for item in query_results['post']['node_counts'] ]))
+    have_node_counts_increased = node_counts_post_load > node_counts_pre_load
+
+    # Number of unique release versions in the database has increased by one
+    num_unique_releases_in_db_post_load = len(unique_releases_in_db_post_load)
+    num_unique_releases_in_db_pre_load = len(unique_releases_in_db_pre_load)
+    has_unique_release_count_increased_by_1 = num_unique_releases_in_db_post_load == num_unique_releases_in_db_pre_load + 1
+
+    is_load_successful = (
+        is_release_version_loaded
+        and have_node_counts_increased
+        and has_unique_release_count_increased_by_1
+    )
+
+    payload = {
+        "is_load_successful": {
+            "value": is_load_successful,
+            "details": {
+                "is_release_version_loaded": {
+                    "value": is_release_version_loaded,
+                    "details": {
+                        "unique_releases_in_db_pre_load": unique_releases_in_db_pre_load,
+                        "unique_releases_in_db_post_load": unique_releases_in_db_post_load
+                    }
+                },
+                "have_node_counts_increased": {
+                    "value": have_node_counts_increased,
+                    "details": {
+                        "node_counts_pre_load": node_counts_pre_load,
+                        "node_counts_post_load": node_counts_post_load
+                    },
+                },
+                "has_unique_release_count_increased_by_1": {
+                    "value": has_unique_release_count_increased_by_1,
+                    "details": {
+                        "num_unique_releases_in_db_pre_load": num_unique_releases_in_db_pre_load,
+                        "num_unique_releases_in_db_post_load": num_unique_releases_in_db_post_load
+                    }
+                }
+            }
+        }
+    }
+
+    logger.info(json.dumps(payload))
+
+    return payload
+
+if __name__ == "__main__":
+    from pathlib import Path
+
+    event_path = Path(__file__).parent / "false-event.json"
+
+    with open(event_path, "r") as file:
+        event = json.load(file)
+
+    lambda_handler(event,"")
diff --git a/gfe-db/pipeline/functions/evaluate_query_results/event.json b/gfe-db/pipeline/functions/evaluate_query_results/event.json
new file mode 100644
index 00000000..42fa4acd
--- /dev/null
+++ b/gfe-db/pipeline/functions/evaluate_query_results/event.json
@@ -0,0 +1,288 @@
+{
+    "input": {
+        "version": 3500,
+        "commit_sha": "50b790037030d958b662085c3f4cf34ba72a32ec",
+        "input_parameters": {
+            "align": false,
+            "kir": false,
+            "mem_profile": false,
+            "limit": 1000,
+            "use_existing_build": false,
+            "skip_load": false
+        },
+        "s3_path": "s3://nmdpf-gfe-db-810526023897-us-east-1/data/3500",
+        "receipt_handle": "AQEBrTOHAx/t69z1Wk3DclsAqlZR3ulG9KyXrdcZrjPGdqlSPYwvhtyxkQZ7ftmCgy5bsrWNTUovuujGOyGyRlABZwLLbDwNOwv0rPoYlyV56ipTPXOp9DT8LfWXEWk5eW/bHEL5KpmxOJHAEc1U49czbMpVl8ihrubopQMX7nfJciQwsFT1zhFH/rEcilTQhK0zs3hjDrRHl16mFAPddfgsWaHIuySnpOC9Fnqws8Nmgx3ZL6wknM3wjXDhAi8/YrPd7G8JmFbtqQhKGfIAo1lpgiggAAs0rPFND3vRzDyHq/FP6vwgBG/HjbVOw0ECsu0acrYGWwInD35RH+vbzdQtgvINnXxOXwufQffAGBJpwZ/4kUUBkWhq+QuEW17WktDj+1uxbDpZEvpiYe5vbo6wCkabB7qKfjBwgyqqTbw1SBr/rx8i3TQpQbW6PowZXIzo"
+    },
+    "validations": {
+        "queries": {
+            "pre": {
+                "node_counts": [
+                    {
+                        "node": "GFE",
+                        "count": 1039
+                    },
+                    {
+                        "node": "IPD_Accession",
+                        "count": 1036
+                    },
+                    {
+                        "node": "IPD_Allele",
+                        "count": 1036
+                    },
+                    {
+                        "node": "Sequence",
+                        "count": 1039
+                    },
+                    {
+                        "node": "Feature",
+                        "count": 1128
+                    },
+                    {
+                        "node": "Submitter",
+                        "count": 1
+                    }
+                ],
+                "has_ipd_allele_release_counts": [
+                    {
+                        "release_version": "3510",
+                        "count": 1000
+                    },
+                    {
+                        "release_version": "3530",
+                        "count": 1000
+                    },
+                    {
+                        "release_version": "3540",
+                        "count": 1000
+                    }
+                ],
+                "ipd_accession_release_counts": [
+                    {
+                        "release_version": "3.54.0",
+                        "count": 1000
+                    },
+                    {
+                        "release_version": "3.53.0",
+                        "count": 19
+                    },
+                    {
+                        "release_version": "3.51.0",
+                        "count": 20
+                    }
+                ]
+            },
+            "post": {
+                "node_counts": [
+                    {
+                        "node": "GFE",
+                        "count": 1045
+                    },
+                    {
+                        "node": "IPD_Accession",
+                        "count": 1042
+                    },
+                    {
+                        "node": "IPD_Allele",
+                        "count": 1042
+                    },
+                    {
+                        "node": "Sequence",
+                        "count": 1045
+                    },
+                    {
+                        "node": "Feature",
+                        "count": 1134
+                    },
+                    {
+                        "node": "Submitter",
+                        "count": 1
+                    }
+                ],
+                "has_ipd_allele_release_counts": [
+                    {
+                        "release_version": "3500",
+                        "count": 1000
+                    },
+                    {
+                        "release_version": "3510",
+                        "count": 1000
+                    },
+                    {
+                        "release_version": "3530",
+                        "count": 1000
+                    },
+                    {
+                        "release_version": "3540",
+                        "count": 1000
+                    }
+                ],
+                "ipd_accession_release_counts": [
+                    {
+                        "release_version": "3.54.0",
+                        "count": 1000
+                    },
+                    {
+                        "release_version": "3.53.0",
+                        "count": 19
+                    },
+                    {
+                        "release_version": "3.51.0",
+                        "count": 20
+                    },
+                    {
+                        "release_version": "3.50.0",
+                        "count": 6
+                    }
+                ]
+            }
+        },
+        "check_existing_build": {
+            "IsTruncated": false,
+            "Marker": "",
+            "MaxKeys": 1000,
+            "Name": "nmdpf-gfe-db-810526023897-us-east-1",
+            "Prefix": "data/3500/csv/"
+        },
+        "build_outputs": {
+            "release_version": 3500,
+            "details": [
+                {
+                    "schema": "all_cds",
+                    "release": 3500,
+                    "file_path": "s3://nmdpf-gfe-db-810526023897-us-east-1/data/3500/csv/all_cds.3500.csv",
+                    "cols": [
+                        "gfe_name",
+                        "bp_seq_id",
+                        "bp_sequence",
+                        "aa_seq_id",
+                        "aa_sequence"
+                    ],
+                    "num_rows": 1000,
+                    "created_utc": "2024-01-02T22:49:02.000Z",
+                    "details": {
+                        "is_valid_csv_filename": true,
+                        "is_valid_csv_header": true,
+                        "is_valid_csv_rows": true
+                    },
+                    "num_errors": 0,
+                    "is_valid_csv": true
+                },
+                {
+                    "schema": "all_features",
+                    "release": 3500,
+                    "file_path": "s3://nmdpf-gfe-db-810526023897-us-east-1/data/3500/csv/all_features.3500.csv",
+                    "cols": [
+                        "accession",
+                        "hash_code",
+                        "locus",
+                        "rank",
+                        "sequence",
+                        "term",
+                        "gfe_name",
+                        "allele_id",
+                        "hla_name",
+                        "imgt_release"
+                    ],
+                    "num_rows": 12377,
+                    "created_utc": "2024-01-02T22:49:02.000Z",
+                    "details": {
+                        "is_valid_csv_filename": true,
+                        "is_valid_csv_header": true,
+                        "is_valid_csv_rows": true
+                    },
+                    "num_errors": 0,
+                    "is_valid_csv": true
+                },
+                {
+                    "schema": "all_groups",
+                    "release": 3500,
+                    "file_path": "s3://nmdpf-gfe-db-810526023897-us-east-1/data/3500/csv/all_groups.3500.csv",
+                    "cols": [
+                        "gfe_name",
+                        "allele_id",
+                        "hla_name",
+                        "ard_id",
+                        "ard_name",
+                        "locus",
+                        "imgt_release"
+                    ],
+                    "num_rows": 3000,
+                    "created_utc": "2024-01-02T22:49:02.000Z",
+                    "details": {
+                        "is_valid_csv_filename": true,
+                        "is_valid_csv_header": true,
+                        "is_valid_csv_rows": true
+                    },
+                    "num_errors": 0,
+                    "is_valid_csv": true
+                },
+                {
+                    "schema": "gfe_sequences",
+                    "release": 3500,
+                    "file_path": "s3://nmdpf-gfe-db-810526023897-us-east-1/data/3500/csv/gfe_sequences.3500.csv",
+                    "cols": [
+                        "gfe_name",
+                        "acc_name",
+                        "locus",
+                        "hla_name",
+                        "seq_id",
+                        "sequence",
+                        "length",
+                        "imgt_release"
+                    ],
+                    "num_rows": 1000,
+                    "created_utc": "2024-01-02T22:49:02.000Z",
+                    "details": {
+                        "is_valid_csv_filename": true,
+                        "is_valid_csv_header": true,
+                        "is_valid_csv_rows": true
+                    },
+                    "num_errors": 0,
+                    "is_valid_csv": true
+                }
+            ],
+            "errors": [],
+            "expected_artifacts": [
+                "all_cds.3500.csv",
+                "all_features.3500.csv",
+                "all_groups.3500.csv",
+                "gfe_sequences.3500.csv"
+            ],
+            "is_valid_build": true
+        }
+    },
+    "backups": {
+        "pre": {
+            "document_name": "nmdpf-gfe-db-database-Neo4jBackupDocument-VBAMg82ny9pW",
+            "command_id": "e782bb63-abd3-485c-8fca-91794bef8373"
+        }
+    },
+    "state": {
+        "created_utc": "2024-01-02T18:19:05.170Z",
+        "updated_utc": "2024-01-02T22:44:55.115Z",
+        "repository": {
+            "owner": "ANHIG",
+            "name": "IMGTHLA",
+            "url": "https://github.com/ANHIG/IMGTHLA"
+        },
+        "commit": {
+            "sha": "50b790037030d958b662085c3f4cf34ba72a32ec",
+            "date_utc": "2022-12-14T10:02:54.000Z",
+            "message": "Merge pull request #323 from ANHIG/3500\n\nCorrected missing date and version field in Allelelist_history.txt",
+            "html_url": "https://github.com/ANHIG/IMGTHLA/commit/50b790037030d958b662085c3f4cf34ba72a32ec"
+        },
+        "execution": {
+            "version": 3500,
+            "status": "PENDING",
+            "date_utc": "2024-01-02T22:44:55.115Z",
+            "input_parameters": {
+                "align": false,
+                "kir": false,
+                "mem_profile": false,
+                "limit": 1000,
+                "use_existing_build": false,
+                "skip_load": false
+            }
+        }
+    }
+}
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/evaluate_query_results/requirements.txt b/gfe-db/pipeline/functions/evaluate_query_results/requirements.txt
new file mode 100644
index 00000000..e69de29b
diff --git a/gfe-db/pipeline/functions/execute_validation_queries/app.py b/gfe-db/pipeline/functions/execute_validation_queries/app.py
index 69cda016..3afd08d9 100644
--- a/gfe-db/pipeline/functions/execute_validation_queries/app.py
+++ b/gfe-db/pipeline/functions/execute_validation_queries/app.py
@@ -1,5 +1,5 @@
 """
-This function executes validation queries against the Neo4j database and returns the results.
+This function executes pre-load and post-load validation queries against the Neo4j database and returns the results.
 If USE_PRIVATE_SUBNET is true, this function will run inside a VPC and private subnet. 
 If USE_PRIVATE_SUBNET is false, this function will run outside a VPC and in a public subnet.
 """
@@ -49,6 +49,7 @@ def lambda_handler(event, context):
 
         # HAS_IPD_ALLELE relationship releases property release counts
         has_ipd_allele_release_counts = execute_query(driver, has_ipd_allele_release_counts_cql)
+        has_ipd_allele_release_counts = sorted(has_ipd_allele_release_counts, key=lambda k: k['release_version'])
 
         # IPD_Accession node release counts
         ipd_accession_release_counts = execute_query(driver, ipd_accession_release_counts_cql)
diff --git a/gfe-db/pipeline/functions/execute_validation_queries/post-execution-event.json b/gfe-db/pipeline/functions/execute_validation_queries/post-execution-event.json
index a87ac757..9adc897b 100644
--- a/gfe-db/pipeline/functions/execute_validation_queries/post-execution-event.json
+++ b/gfe-db/pipeline/functions/execute_validation_queries/post-execution-event.json
@@ -1,36 +1,41 @@
 {
-    "input": [
-      {
-        "ALIGN": "False",
-        "KIR": "False",
-        "LIMIT": "1000",
-        "MEM_PROFILE": "False",
-        "RELEASES": "3450"
-      }
-    ],
+    "input": {
+      "version": 3500,
+      "commit_sha": "50b790037030d958b662085c3f4cf34ba72a32ec",
+      "input_parameters": {
+        "align": false,
+        "kir": false,
+        "mem_profile": false,
+        "limit": 1000,
+        "use_existing_build": true,
+        "skip_load": false
+      },
+      "s3_path": "s3://nmdpf-gfe-db-810526023897-us-east-1/data/3500",
+      "receipt_handle": "AQEBEtdJKEOIhBCO24mxSnC8Q7RP8bFbXbsUuwd9Ix3vgj2QwRnLOPtvIaBlKaZQFaUU9qj9VitZBZXv0wTHkleavmWo7WnhtfsKFyCmB8I/1wAise2Lzo0y6GisRyKSDMJd+tmtZUgX2tfPEQ8cx4N6hHvlWXW2XhoEH0h5fWtJj2pCKUcnqdJQcinSVoLrfGZpZpYnZ+fhiDqcnBsP3lv6XcUY+2MynHK1QkadxhM2JXipAj5qb7lVS0lCSiWfTaHcph1RExmO4k/QNZBJGr41JVmqPONqO9Dp8ryyXIpavPLvP/uK6OAkppXbQVM5VqNEEx7Njqd2e9C2NoYXKCrGToigN62rEOWzL72L/rFHHXMGXhiCJnd7J67g8Ni5ejDI6t6zkbMlvdLTnegLtVt91MwW4+Hfpwr2dtZJwpsu0zPa0qYF6CaliYanA8CJVzLI"
+    },
     "validations": {
       "queries": {
         "pre": {
           "node_counts": [
             {
               "node": "GFE",
-              "count": 1137
+              "count": 1045
             },
             {
               "node": "IPD_Accession",
-              "count": 1124
+              "count": 1042
             },
             {
               "node": "IPD_Allele",
-              "count": 1126
+              "count": 1042
             },
             {
               "node": "Sequence",
-              "count": 1137
+              "count": 1045
             },
             {
               "node": "Feature",
-              "count": 1220
+              "count": 1134
             },
             {
               "node": "Submitter",
@@ -39,196 +44,235 @@
           ],
           "has_ipd_allele_release_counts": [
             {
-              "release_version": "3450",
-              "count": 1000
-            },
-            {
-              "release_version": "3460",
-              "count": 1000
-            },
-            {
-              "release_version": "3470",
-              "count": 1000
-            },
-            {
-              "release_version": "3480",
+              "release_version": "3500",
               "count": 1000
             },
             {
-              "release_version": "3490",
+              "release_version": "3510",
               "count": 1000
             },
             {
-              "release_version": "3510",
+              "release_version": "3530",
               "count": 1000
             },
             {
-              "release_version": "3520",
+              "release_version": "3540",
               "count": 1000
             }
           ],
           "ipd_accession_release_counts": [
             {
-              "release_version": "3.51.0",
+              "release_version": "3.54.0",
               "count": 1000
             },
             {
-              "release_version": "3.52.0",
-              "count": 8
+              "release_version": "3.53.0",
+              "count": 19
             },
             {
-              "release_version": "3.49.0",
-              "count": 14
-            },
-            {
-              "release_version": "3.48.0",
-              "count": 16
-            },
-            {
-              "release_version": "3.47.0",
-              "count": 12
-            },
-            {
-              "release_version": "3.46.0",
-              "count": 52
+              "release_version": "3.51.0",
+              "count": 20
             },
             {
-              "release_version": "3.45.0",
-              "count": 35
+              "release_version": "3.50.0",
+              "count": 6
             }
           ]
         }
       },
-      "build": {
-        "validated": [
+      "check_existing_build": {
+        "Contents": [
           {
-            "ALIGN": "False",
-            "KIR": "False",
-            "LIMIT": "1000",
-            "MEM_PROFILE": "False",
-            "RELEASES": "3450"
+            "ETag": "\"c341cc4f442f15a110757be60fb3331d\"",
+            "Key": "data/3500/csv/all_cds.3500.csv",
+            "LastModified": "2024-01-02T22:49:02Z",
+            "Owner": {
+              "DisplayName": "gclindsey+awstesting",
+              "Id": "c7bf5cd354a38116b91f478b895cf40889f01091a7d26941d8a367727278b611"
+            },
+            "Size": 1372160,
+            "StorageClass": "STANDARD"
+          },
+          {
+            "ETag": "\"6ebdda54dc563f5ea743903c269e3a45\"",
+            "Key": "data/3500/csv/all_features.3500.csv",
+            "LastModified": "2024-01-02T22:49:02Z",
+            "Owner": {
+              "DisplayName": "gclindsey+awstesting",
+              "Id": "c7bf5cd354a38116b91f478b895cf40889f01091a7d26941d8a367727278b611"
+            },
+            "Size": 3646635,
+            "StorageClass": "STANDARD"
+          },
+          {
+            "ETag": "\"5e682da8b24df44dc4a72b062789da24\"",
+            "Key": "data/3500/csv/all_groups.3500.csv",
+            "LastModified": "2024-01-02T22:49:02Z",
+            "Owner": {
+              "DisplayName": "gclindsey+awstesting",
+              "Id": "c7bf5cd354a38116b91f478b895cf40889f01091a7d26941d8a367727278b611"
+            },
+            "Size": 292877,
+            "StorageClass": "STANDARD"
+          },
+          {
+            "ETag": "\"03ff807494ee1743c9c59141987a1e70\"",
+            "Key": "data/3500/csv/gfe_sequences.3500.csv",
+            "LastModified": "2024-01-02T22:49:02Z",
+            "Owner": {
+              "DisplayName": "gclindsey+awstesting",
+              "Id": "c7bf5cd354a38116b91f478b895cf40889f01091a7d26941d8a367727278b611"
+            },
+            "Size": 2480360,
+            "StorageClass": "STANDARD"
           }
         ],
-        "build_details": [
+        "IsTruncated": false,
+        "Marker": "",
+        "MaxKeys": 1000,
+        "Name": "nmdpf-gfe-db-810526023897-us-east-1",
+        "Prefix": "data/3500/csv/"
+      },
+      "build_outputs": {
+        "release_version": 3500,
+        "details": [
+          {
+            "schema": "all_cds",
+            "release": 3500,
+            "file_path": "s3://nmdpf-gfe-db-810526023897-us-east-1/data/3500/csv/all_cds.3500.csv",
+            "cols": [
+              "gfe_name",
+              "bp_seq_id",
+              "bp_sequence",
+              "aa_seq_id",
+              "aa_sequence"
+            ],
+            "num_rows": 1000,
+            "created_utc": "2024-01-02T22:49:02.000Z",
+            "details": {
+              "is_valid_csv_filename": true,
+              "is_valid_csv_header": true,
+              "is_valid_csv_rows": true
+            },
+            "num_errors": 0,
+            "is_valid_csv": true
+          },
+          {
+            "schema": "all_features",
+            "release": 3500,
+            "file_path": "s3://nmdpf-gfe-db-810526023897-us-east-1/data/3500/csv/all_features.3500.csv",
+            "cols": [
+              "accession",
+              "hash_code",
+              "locus",
+              "rank",
+              "sequence",
+              "term",
+              "gfe_name",
+              "allele_id",
+              "hla_name",
+              "imgt_release"
+            ],
+            "num_rows": 12377,
+            "created_utc": "2024-01-02T22:49:02.000Z",
+            "details": {
+              "is_valid_csv_filename": true,
+              "is_valid_csv_header": true,
+              "is_valid_csv_rows": true
+            },
+            "num_errors": 0,
+            "is_valid_csv": true
+          },
           {
-            "release": "3450",
-            "details": [
-              {
-                "schema": "all_cds",
-                "release": "3450",
-                "file_path": "s3://dev-gfe-db-810526023897-us-east-1/data/3450/csv/all_cds.3450.csv",
-                "cols": [
-                  "gfe_name",
-                  "bp_seq_id",
-                  "bp_sequence",
-                  "aa_seq_id",
-                  "aa_sequence"
-                ],
-                "num_rows": 1000,
-                "created_utc": "2023-07-31T20:33:03.000Z",
-                "details": {
-                  "is_valid_csv_timestamp": true,
-                  "is_valid_csv_filename": true,
-                  "is_valid_csv_headers": true,
-                  "is_valid_csv_rows": true
-                },
-                "num_errors": 0,
-                "is_valid_csv": true
-              },
-              {
-                "schema": "all_features",
-                "release": "3450",
-                "file_path": "s3://dev-gfe-db-810526023897-us-east-1/data/3450/csv/all_features.3450.csv",
-                "cols": [
-                  "accession",
-                  "hash_code",
-                  "locus",
-                  "rank",
-                  "sequence",
-                  "term",
-                  "gfe_name",
-                  "allele_id",
-                  "hla_name",
-                  "imgt_release"
-                ],
-                "num_rows": 11616,
-                "created_utc": "2023-07-31T20:33:03.000Z",
-                "details": {
-                  "is_valid_csv_timestamp": true,
-                  "is_valid_csv_filename": true,
-                  "is_valid_csv_headers": true,
-                  "is_valid_csv_rows": true
-                },
-                "num_errors": 0,
-                "is_valid_csv": true
-              },
-              {
-                "schema": "all_groups",
-                "release": "3450",
-                "file_path": "s3://dev-gfe-db-810526023897-us-east-1/data/3450/csv/all_groups.3450.csv",
-                "cols": [
-                  "gfe_name",
-                  "allele_id",
-                  "hla_name",
-                  "ard_id",
-                  "ard_name",
-                  "locus",
-                  "imgt_release"
-                ],
-                "num_rows": 3000,
-                "created_utc": "2023-07-31T20:33:03.000Z",
-                "details": {
-                  "is_valid_csv_timestamp": true,
-                  "is_valid_csv_filename": true,
-                  "is_valid_csv_headers": true,
-                  "is_valid_csv_rows": true
-                },
-                "num_errors": 0,
-                "is_valid_csv": true
-              },
-              {
-                "schema": "gfe_sequences",
-                "release": "3450",
-                "file_path": "s3://dev-gfe-db-810526023897-us-east-1/data/3450/csv/gfe_sequences.3450.csv",
-                "cols": [
-                  "gfe_name",
-                  "acc_name",
-                  "locus",
-                  "hla_name",
-                  "seq_id",
-                  "sequence",
-                  "length",
-                  "imgt_release"
-                ],
-                "num_rows": 1000,
-                "created_utc": "2023-07-31T20:33:03.000Z",
-                "details": {
-                  "is_valid_csv_timestamp": true,
-                  "is_valid_csv_filename": true,
-                  "is_valid_csv_headers": true,
-                  "is_valid_csv_rows": true
-                },
-                "num_errors": 0,
-                "is_valid_csv": true
-              }
+            "schema": "all_groups",
+            "release": 3500,
+            "file_path": "s3://nmdpf-gfe-db-810526023897-us-east-1/data/3500/csv/all_groups.3500.csv",
+            "cols": [
+              "gfe_name",
+              "allele_id",
+              "hla_name",
+              "ard_id",
+              "ard_name",
+              "locus",
+              "imgt_release"
             ],
-            "errors": [],
-            "expected_artifacts": [
-              "all_cds.3450.csv",
-              "all_features.3450.csv",
-              "all_groups.3450.csv",
-              "gfe_sequences.3450.csv"
+            "num_rows": 3000,
+            "created_utc": "2024-01-02T22:49:02.000Z",
+            "details": {
+              "is_valid_csv_filename": true,
+              "is_valid_csv_header": true,
+              "is_valid_csv_rows": true
+            },
+            "num_errors": 0,
+            "is_valid_csv": true
+          },
+          {
+            "schema": "gfe_sequences",
+            "release": 3500,
+            "file_path": "s3://nmdpf-gfe-db-810526023897-us-east-1/data/3500/csv/gfe_sequences.3500.csv",
+            "cols": [
+              "gfe_name",
+              "acc_name",
+              "locus",
+              "hla_name",
+              "seq_id",
+              "sequence",
+              "length",
+              "imgt_release"
             ],
-            "is_valid_build": true
+            "num_rows": 1000,
+            "created_utc": "2024-01-02T22:49:02.000Z",
+            "details": {
+              "is_valid_csv_filename": true,
+              "is_valid_csv_header": true,
+              "is_valid_csv_rows": true
+            },
+            "num_errors": 0,
+            "is_valid_csv": true
           }
         ],
-        "has_valid_payload": true
+        "errors": [],
+        "expected_artifacts": [
+          "all_cds.3500.csv",
+          "all_features.3500.csv",
+          "all_groups.3500.csv",
+          "gfe_sequences.3500.csv"
+        ],
+        "is_valid_build": true
       }
     },
     "backups": {
       "pre": {
-        "DocumentName": "dev-gfe-db-database-Neo4jBackupDocument-nAqIhQzAdtbD",
-        "CommandId": "8769a561-1ca2-4970-8df1-cd178b6032ba"
+        "document_name": "nmdpf-gfe-db-database-Neo4jBackupDocument-VBAMg82ny9pW",
+        "command_id": "dc450816-3414-49dd-9cd7-987ce7020993"
+      }
+    },
+    "state": {
+      "created_utc": "2024-01-02T18:19:05.170Z",
+      "updated_utc": "2024-01-02T23:02:14.684Z",
+      "repository": {
+        "owner": "ANHIG",
+        "name": "IMGTHLA",
+        "url": "https://github.com/ANHIG/IMGTHLA"
+      },
+      "commit": {
+        "sha": "50b790037030d958b662085c3f4cf34ba72a32ec",
+        "date_utc": "2022-12-14T10:02:54.000Z",
+        "message": "Merge pull request #323 from ANHIG/3500\n\nCorrected missing date and version field in Allelelist_history.txt",
+        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/50b790037030d958b662085c3f4cf34ba72a32ec"
+      },
+      "execution": {
+        "version": 3500,
+        "status": "PENDING",
+        "date_utc": "2024-01-02T23:02:14.684Z",
+        "input_parameters": {
+          "align": false,
+          "kir": false,
+          "mem_profile": false,
+          "limit": 1000,
+          "use_existing_build": false,
+          "skip_load": false
+        }
       }
     }
   }
\ No newline at end of file
diff --git a/gfe-db/pipeline/statemachines/update-pipeline.asl.json b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
index 44d6bb49..34a47f40 100644
--- a/gfe-db/pipeline/statemachines/update-pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
@@ -257,12 +257,12 @@
                 {
                     "Variable": "$.input.input_parameters.skip_load",
                     "BooleanEquals": true,
-                    "Next": "Skipped"
+                    "Next": "Load Skipped"
                 }
             ],
             "Default": "Load Stage"
         },
-        "Skipped": {
+        "Load Skipped": {
             "Type": "Pass",
             "ResultPath": null,
             "End": true
@@ -270,7 +270,7 @@
         "Load Stage": {
             "Type": "Parallel",
             "OutputPath": "$.[1]",
-            "Next": "Run Post-Execution Backup",
+            "Next": "Run Backup",
             "Catch": [
                 {
                     "ErrorEquals": [
@@ -281,9 +281,9 @@
             ],
             "Branches": [
                 {
-                    "StartAt": "Run Load Script",
+                    "StartAt": "Execute Load Query",
                     "States": {
-                        "Run Load Script": {
+                        "Execute Load Query": {
                             "Type": "Task",
                             "Resource": "${InvokeLoadScriptFunctionArn}",
                             "End": true
@@ -291,32 +291,33 @@
                     }
                 },
                 {
-                    "StartAt": "Load Release Activity",
+                    "StartAt": "Wait For Load",
                     "States": {
-                        "Load Release Activity": {
+                        "Wait For Load": {
                             "Type": "Task",
                             "Resource": "${LoadReleaseActivityArn}",
                             "HeartbeatSeconds": 60,
                             "ResultPath": null,
-                            "Next": "Run Post-Execution Validation Query"
+                            "Next": "Run Validation Query"
                         },
-                        "Run Post-Execution Validation Query": {
+                        "Run Validation Query": {
                             "Type": "Task",
                             "Resource": "${ExecuteValidationQueriesFunctionArn}",
                             "ResultPath": "$.validations.queries.post",
-                            "Next": "Validate Results (placeholder)"
+                            "Next": "Evaluate Query Results"
                         },
-                        "Validate Results (placeholder)": {
-                            "Type": "Pass",
-                            "ResultPath": null,
-                            "Next": "Is Load Successful? (placeholder)"
+                        "Evaluate Query Results": {
+                            "Type": "Task",
+                            "Resource": "${EvaluateQueryResultsFunctionArn}",
+                            "ResultPath": "$.validations.load_results",
+                            "Next": "Is Load Successful?"
                         },
-                        "Is Load Successful? (placeholder)": {
+                        "Is Load Successful?": {
                             "Type": "Choice",
                             "Choices": [
                                 {
-                                    "Variable": "$.validations.queries.post",
-                                    "IsPresent": true,
+                                    "Variable": "$.validations.load_results.is_load_successful.value",
+                                    "BooleanEquals": true,
                                     "Next": "Pass Load"
                                 }
                             ],
@@ -336,7 +337,7 @@
                 }
             ]
         },
-        "Run Post-Execution Backup": {
+        "Run Backup": {
             "Type": "Task",
             "Resource": "${InvokeBackupScriptFunctionArn}",
             "ResultPath": "$.backups.post",
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 2dfc64d9..2efebc9d 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -695,6 +695,24 @@ Resources:
               Resource:
                 - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}'
                 - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}/*'
+  EvaluateQueryResultsFunction:
+    Type: AWS::Serverless::Function
+    Properties:
+      FunctionName: !Sub ${Stage}-${AppName}-evaluate-query-results
+      Description: !Sub Evaluate Neo4j query results ${AppName}
+      CodeUri: functions/evaluate_query_results/
+      Handler: app.lambda_handler
+      Runtime: python3.10
+      MemorySize: 128
+      Timeout: 5
+      Architectures:
+        - x86_64
+      Environment:
+        Variables:
+          STAGE: !Ref Stage
+          APP_NAME: !Ref AppName
+      Policies:
+        - AWSLambdaBasicExecutionRole
   UpdatePipelineStateMachine:
     Type: AWS::Serverless::StateMachine
     Properties:
@@ -710,6 +728,7 @@ Resources:
         BuildJobName: !Sub ${Stage}-${AppName}-build-job
         BuildJobQueue: !Ref BuildJobQueue
         ExecuteValidationQueriesFunctionArn: !GetAtt ExecuteValidationQueriesFunction.Arn
+        EvaluateQueryResultsFunctionArn: !GetAtt EvaluateQueryResultsFunction.Arn
         LoadReleaseActivityArn: !Ref LoadReleaseActivity
         InvokeLoadScriptFunctionArn: !GetAtt InvokeLoadScriptFunction.Arn
       Policies:
@@ -729,6 +748,8 @@ Resources:
             FunctionName: !Ref InvokeBackupScriptFunction
         - LambdaInvokePolicy:
             FunctionName: !Ref ValidateBuildOutputFunction
+        - LambdaInvokePolicy:
+            FunctionName: !Ref EvaluateQueryResultsFunction
         - S3ReadPolicy:
             BucketName: !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}'
         - Version: '2012-10-17'

From 7d93afba3a72867574c32ff87c8e9b163b793f9b Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Tue, 2 Jan 2024 17:47:05 -0800
Subject: [PATCH 218/367] update state

---
 gfe-db/pipeline/config/execution-state.json | 1128 +++++++++----------
 gfe-db/pipeline/config/source-config.json   |    8 +-
 2 files changed, 569 insertions(+), 567 deletions(-)

diff --git a/gfe-db/pipeline/config/execution-state.json b/gfe-db/pipeline/config/execution-state.json
index 030f5dde..a8e09703 100644
--- a/gfe-db/pipeline/config/execution-state.json
+++ b/gfe-db/pipeline/config/execution-state.json
@@ -1,8 +1,8 @@
 {
-    "created_utc": "2023-12-31T04:08:31.547Z",
+    "created_utc": "2024-01-02T18:19:05.170Z",
     "items": [
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -20,7 +20,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -38,7 +38,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -56,7 +56,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -74,7 +74,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -92,7 +92,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -110,7 +110,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -128,7 +128,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -146,7 +146,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -164,7 +164,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -182,7 +182,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -200,7 +200,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -218,7 +218,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -236,7 +236,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -254,7 +254,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -272,7 +272,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -290,7 +290,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -308,7 +308,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -326,7 +326,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -344,7 +344,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -362,7 +362,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -380,7 +380,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -398,7 +398,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -416,7 +416,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -434,7 +434,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -452,7 +452,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -470,7 +470,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -488,7 +488,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -506,7 +506,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -524,7 +524,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -542,7 +542,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -560,7 +560,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -578,7 +578,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -596,7 +596,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -614,7 +614,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -632,7 +632,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -650,7 +650,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -668,7 +668,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -686,7 +686,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -704,7 +704,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -722,7 +722,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -740,7 +740,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -758,7 +758,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -776,7 +776,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -794,7 +794,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -812,7 +812,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -830,7 +830,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -848,7 +848,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -866,7 +866,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -884,7 +884,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -902,7 +902,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -920,7 +920,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
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@@ -1856,7 +1856,7 @@
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@@ -1874,7 +1874,7 @@
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@@ -1892,7 +1892,7 @@
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@@ -1928,7 +1928,7 @@
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@@ -1946,7 +1946,7 @@
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@@ -1964,7 +1964,7 @@
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@@ -1982,7 +1982,7 @@
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@@ -2000,7 +2000,7 @@
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@@ -2018,7 +2018,7 @@
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@@ -2036,7 +2036,7 @@
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@@ -2054,7 +2054,7 @@
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@@ -2072,7 +2072,7 @@
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@@ -2090,7 +2090,7 @@
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@@ -2126,7 +2126,7 @@
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@@ -2144,7 +2144,7 @@
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@@ -2162,7 +2162,7 @@
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@@ -2180,7 +2180,7 @@
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@@ -2216,7 +2216,7 @@
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@@ -2234,7 +2234,7 @@
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@@ -2252,7 +2252,7 @@
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@@ -2270,7 +2270,7 @@
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@@ -3260,7 +3260,7 @@
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@@ -3314,7 +3314,7 @@
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@@ -3332,7 +3332,7 @@
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@@ -3350,7 +3350,7 @@
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@@ -3368,7 +3368,7 @@
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@@ -3422,7 +3422,7 @@
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@@ -3440,7 +3440,7 @@
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@@ -3458,7 +3458,7 @@
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@@ -3476,7 +3476,7 @@
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@@ -3494,7 +3494,7 @@
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@@ -3512,7 +3512,7 @@
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@@ -3530,7 +3530,7 @@
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@@ -3548,7 +3548,7 @@
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@@ -3566,7 +3566,7 @@
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@@ -3584,7 +3584,7 @@
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@@ -3602,7 +3602,7 @@
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@@ -3620,7 +3620,7 @@
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@@ -4610,7 +4610,7 @@
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@@ -4628,7 +4628,7 @@
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@@ -4664,7 +4664,7 @@
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@@ -4682,7 +4682,7 @@
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@@ -4700,7 +4700,7 @@
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@@ -4718,7 +4718,7 @@
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@@ -4736,7 +4736,7 @@
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@@ -4790,7 +4790,7 @@
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@@ -4808,7 +4808,7 @@
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@@ -4826,7 +4826,7 @@
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@@ -4844,7 +4844,7 @@
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@@ -4862,7 +4862,7 @@
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@@ -4880,7 +4880,7 @@
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@@ -4898,7 +4898,7 @@
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@@ -4916,7 +4916,7 @@
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@@ -4934,7 +4934,7 @@
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@@ -4970,7 +4970,7 @@
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@@ -6212,7 +6212,7 @@
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@@ -6230,7 +6230,7 @@
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@@ -6248,7 +6248,7 @@
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@@ -6266,7 +6266,7 @@
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@@ -6284,7 +6284,7 @@
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@@ -6302,7 +6302,7 @@
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@@ -6320,7 +6320,7 @@
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@@ -7544,7 +7544,7 @@
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@@ -7562,7 +7562,7 @@
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@@ -7580,7 +7580,7 @@
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@@ -7598,7 +7598,7 @@
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@@ -7616,7 +7616,7 @@
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@@ -7634,7 +7634,7 @@
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@@ -7652,7 +7652,7 @@
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@@ -7670,7 +7670,7 @@
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@@ -9020,7 +9020,7 @@
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         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9038,7 +9038,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9056,7 +9056,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9074,7 +9074,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9092,7 +9092,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9110,7 +9110,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9128,7 +9128,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9146,7 +9146,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9164,7 +9164,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9182,7 +9182,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9200,7 +9200,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9218,7 +9218,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9236,7 +9236,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9254,7 +9254,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9272,7 +9272,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9290,7 +9290,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9308,7 +9308,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9326,7 +9326,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9344,7 +9344,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9362,7 +9362,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9380,7 +9380,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9398,7 +9398,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9416,7 +9416,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9434,7 +9434,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9452,7 +9452,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9470,7 +9470,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9488,7 +9488,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9506,7 +9506,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9524,7 +9524,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9542,7 +9542,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9560,7 +9560,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9578,7 +9578,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9596,7 +9596,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9614,7 +9614,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9632,7 +9632,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9650,7 +9650,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9668,7 +9668,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9686,7 +9686,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9704,7 +9704,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9722,7 +9722,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9740,7 +9740,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9758,7 +9758,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9776,7 +9776,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9794,7 +9794,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9812,7 +9812,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9830,7 +9830,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9848,7 +9848,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9866,7 +9866,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9884,7 +9884,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9902,7 +9902,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9920,7 +9920,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9938,7 +9938,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9956,7 +9956,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9974,7 +9974,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9992,7 +9992,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10010,7 +10010,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10028,7 +10028,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10046,7 +10046,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10064,7 +10064,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10082,7 +10082,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10100,7 +10100,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10118,7 +10118,7 @@
             }
         },
         {
-            "created_utc": "2023-12-31T04:08:31.547Z",
+            "created_utc": "2024-01-02T18:19:05.170Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
diff --git a/gfe-db/pipeline/config/source-config.json b/gfe-db/pipeline/config/source-config.json
index 168f1d9b..978f80e8 100644
--- a/gfe-db/pipeline/config/source-config.json
+++ b/gfe-db/pipeline/config/source-config.json
@@ -1,6 +1,6 @@
 {
-    "created_utc": "2023-12-31T04:08:31.547Z",
-    "updated_utc": "2023-12-31T04:08:31.547Z",
+    "created_utc": "2024-01-02T18:19:05.170Z",
+    "updated_utc": "2024-01-02T18:19:05.170Z",
     "repositories": {
         "ANHIG/IMGTHLA": {
             "owner": "ANHIG",
@@ -54,7 +54,9 @@
                 "align": false,
                 "kir": false,
                 "mem_profile": false,
-                "limit": -1
+                "limit": -1,
+                "use_existing_build": false,
+                "skip_load": false
             }
         }
     }

From a7666949489647ed53adeb9db8363f686fc617c5 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Wed, 3 Jan 2024 13:24:28 -0800
Subject: [PATCH 219/367] format and clean up

---
 Makefile                                      |    1 -
 gfe-db/database/scripts/Makefile              |    3 -
 gfe-db/database/scripts/load_db.sh            |   16 +-
 gfe-db/database/scripts/send_heartbeat.sh     |    8 +-
 gfe-db/database/scripts/start_task.sh         |    2 -
 gfe-db/database/template.yaml                 |   64 +-
 .../access-services/bastion-server/Makefile   |    1 -
 gfe-db/infrastructure/template.yaml           |  100 +-
 gfe-db/pipeline/config/execution-state.json   | 1128 ++++++++---------
 gfe-db/pipeline/config/source-config.json     |    4 +-
 gfe-db/pipeline/scripts/state/build.py        |    5 -
 gfe-db/pipeline/scripts/state/load.py         |    1 -
 gfe-db/pipeline/template.yaml                 |  154 +--
 13 files changed, 743 insertions(+), 744 deletions(-)

diff --git a/Makefile b/Makefile
index 1735bdde..1f2c7674 100644
--- a/Makefile
+++ b/Makefile
@@ -571,7 +571,6 @@ else ifeq ($(USE_PRIVATE_SUBNET),false)
 	@echo "https://${SUBDOMAIN}.${HOST_DOMAIN}:7473/browser/"
 endif
 
-# TODO update path to use "/${AppName}/${Stage}/${AWS::Region}/
 database.get.credentials:
 	@secret_string=$$(aws secretsmanager get-secret-value --secret-id /${APP_NAME}/${STAGE}/${AWS_REGION}/Neo4jCredentials | jq -r '.SecretString') && \
 	echo "Username: $$(echo $$secret_string | jq -r '.NEO4J_USERNAME')" && \
diff --git a/gfe-db/database/scripts/Makefile b/gfe-db/database/scripts/Makefile
index 204db757..b7430c12 100644
--- a/gfe-db/database/scripts/Makefile
+++ b/gfe-db/database/scripts/Makefile
@@ -71,7 +71,6 @@ neo4j.config.backup:
 	@echo "Backing up Neo4j configuration to ${NEO4J_HOME}/conf/$$(date -u +'%Y-%m-%d-%H-%M')-neo4j.conf.bkp"
 	@cp "${NEO4J_HOME}/conf/neo4j.conf" "${NEO4J_HOME}/conf/$$(date -u +'%Y-%m-%d-%H-%M')-neo4j.conf.bkp"
 
-# TODO check if the APOC plugin is already installed for the version specified and skip if it is
 # https://github.com/neo4j-contrib/neo4j-apoc-procedures/releases/download/5.13.0/apoc-5.13.0-extended.jar
 neo4j.plugins.install-apoc-extended:
 	@rm -f ${NEO4J_HOME}/plugins/apoc-*.jar
@@ -79,7 +78,6 @@ neo4j.plugins.install-apoc-extended:
 	@curl -L https://github.com/neo4j-contrib/neo4j-apoc-procedures/releases/download/${APOC_VERSION}/apoc-${APOC_VERSION}-extended.jar -O
 	@mv apoc-${APOC_VERSION}-extended.jar ${NEO4J_HOME}/plugins/apoc-${APOC_VERSION}-extended.jar
 
-# TODO check if the GDS plugin is already installed for the version specified and skip if it is
 # https://graphdatascience.ninja/neo4j-graph-data-science-2.5.5.zip
 neo4j.plugins.install-gds:
 	@echo "Downloading Neo4j Graph Data Science plugin..."
@@ -89,7 +87,6 @@ neo4j.plugins.install-gds:
 	@echo "Cleaning up"
 	@rm neo4j-graph-data-science-${GDS_VERSION}.zip
 
-# TODO separate copy action from cypher-shell action
 neo4j.init:
 	$(MAKE) neo4j.init.download-scripts
 	$(MAKE) neo4j.query.init
diff --git a/gfe-db/database/scripts/load_db.sh b/gfe-db/database/scripts/load_db.sh
index 52d36fd5..f3a86b14 100644
--- a/gfe-db/database/scripts/load_db.sh
+++ b/gfe-db/database/scripts/load_db.sh
@@ -9,6 +9,20 @@ if [ -z $UBUNTU_HOME ]; then
     echo "ERROR: UBUNTU_HOME not set"
     exit 1
 fi
+if [ -z $APP_NAME ]; then
+    echo "ERROR:  APP_NAME not set"
+    exit 1
+fi
+
+if [ -z $STAGE ]; then
+    echo "ERROR:  STAGE not set"
+    exit 1
+fi
+
+if [ -z $SERVICE_NAME ]; then
+    echo "ERROR:  SERVICE_NAME not set"
+    exit 1
+fi
 
 if [[ -z $NEO4J_HOME ]]; then
     echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Neo4j not found"
@@ -23,7 +37,7 @@ RELEASE=$1
 # Set paths
 NEO4J_CYPHER_PATH=$NEO4J_HOME/cypher
 NEO4J_IMPORT_PATH=$NEO4J_HOME/import
-S3_NEO4J_CYPHER_PATH=config/database/neo4j/cypher # TODO use SERVICE variable (database)
+S3_NEO4J_CYPHER_PATH=config/$SERVICE_NAME/neo4j/cypher
 
 # TODO Get from state payload
 S3_CSV_PATH=data/$RELEASE/csv
diff --git a/gfe-db/database/scripts/send_heartbeat.sh b/gfe-db/database/scripts/send_heartbeat.sh
index 0827eef4..6723de4f 100644
--- a/gfe-db/database/scripts/send_heartbeat.sh
+++ b/gfe-db/database/scripts/send_heartbeat.sh
@@ -7,16 +7,18 @@ set -e
 while true
 do
     echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Sending task heartbeat"
-    aws stepfunctions send-task-heartbeat \
+    res=$(aws stepfunctions send-task-heartbeat \
         --task-token "$TASK_TOKEN" \
-        --region $AWS_REGION
+        --region $AWS_REGION)
+
+    # TODO exit if StepFunctions returns activity timeout
+    echo $res | jq -r
 
     # Send TaskSuccess token to StepFunctions
     if [[ $? != "0" ]]; then
         exit 1
     fi
 
-    # TODO exit if StepFunctions returns activity timeout
 
     sleep $HEARTBEAT_INTERVAL
 done
diff --git a/gfe-db/database/scripts/start_task.sh b/gfe-db/database/scripts/start_task.sh
index ea7cf513..01105854 100644
--- a/gfe-db/database/scripts/start_task.sh
+++ b/gfe-db/database/scripts/start_task.sh
@@ -76,7 +76,6 @@ while true; do
 
     else
         echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Activity found"
-        # TODO debug jq parsing error (see CW Logs)
         echo "$ACTIVITY"
 
         export TASK_TOKEN=$(echo "$ACTIVITY" | jq -r '.taskToken')
@@ -98,7 +97,6 @@ while true; do
             echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Starting load process for $RELEASE"
         fi
 
-        # TODO: parameterize heartbeat and set interval / 2
         export HEARTBEAT_INTERVAL=30
         bash send_heartbeat.sh &
         send_heartbeat_pid=$!
diff --git a/gfe-db/database/template.yaml b/gfe-db/database/template.yaml
index ebedcb0d..e6a43075 100644
--- a/gfe-db/database/template.yaml
+++ b/gfe-db/database/template.yaml
@@ -10,16 +10,11 @@ Parameters:
   ServiceName:
     Type: String
     Description: Service name
-  # createVpc:
-  #   Type: String
-  #   AllowedValues:
-  #     - 'true'
-  #     - 'false'
   usePrivateSubnet:
     Type: String
     AllowedValues:
-      - 'true'
-      - 'false'
+      - "true"
+      - "false"
   DataBucketName:
     Type: String
   ConfigS3Path:
@@ -47,13 +42,15 @@ Parameters:
 Conditions:
   UsePrivateSubnet: !Equals
     - !Ref usePrivateSubnet
-    - 'true'
+    - "true"
   UsePublicSubnet: !Equals
     - !Ref usePrivateSubnet
-    - 'false'
+    - "false"
 Resources:
   Neo4jCredentialsSecret:
     Type: AWS::SecretsManager::Secret
+    UpdateReplacePolicy: Delete
+    DeletionPolicy: Delete
     Properties:
       Name: !Sub /${AppName}/${Stage}/${AWS::Region}/Neo4jCredentials
       Description: Specified in the deployment environment.
@@ -71,7 +68,7 @@ Resources:
       ResourceSignal:
         Timeout: PT10M
     Properties:
-      KeyName: !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/EC2KeyPairName}}'
+      KeyName: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/EC2KeyPairName}}"
       DisableApiTermination: false
       ImageId: !Ref UbuntuAmiId
       InstanceType: m5.large
@@ -84,10 +81,10 @@ Resources:
             VolumeType: gp3
       NetworkInterfaces:
         - AssociatePublicIpAddress: true
-          DeviceIndex: '0'
+          DeviceIndex: "0"
           GroupSet:
-            - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseSecurityGroupId}}'
-          SubnetId: !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/Neo4jSubnetId}}'
+            - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseSecurityGroupId}}"
+          SubnetId: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/Neo4jSubnetId}}"
       UserData: !Base64
         Fn::Sub: |
           #!/bin/bash -x
@@ -159,6 +156,7 @@ Resources:
           echo "NEO4J_HOME=$NEO4J_HOME" >> $UBUNTU_HOME/env.sh
           echo "STAGE=${Stage}" >> $UBUNTU_HOME/env.sh
           echo "APP_NAME=${AppName}" >> $UBUNTU_HOME/env.sh
+          echo "SERVICE_NAME=${ServiceName}" >> $UBUNTU_HOME/env.sh
           echo "USE_PRIVATE_SUBNET=${usePrivateSubnet}" >> $UBUNTU_HOME/env.sh
           echo "AWS_REGION=us-east-1" >> $UBUNTU_HOME/env.sh
           echo "DATA_BUCKET_NAME=${DataBucketName}" >> $UBUNTU_HOME/env.sh
@@ -314,7 +312,7 @@ Resources:
       Policies:
         - PolicyName: !Sub ${Stage}-${AppName}-Neo4jDatabasePolicy
           PolicyDocument:
-            Version: '2012-10-17'
+            Version: "2012-10-17"
             Statement:
               - Effect: Allow
                 Action:
@@ -328,15 +326,15 @@ Resources:
                   - s3:PutObjectAcl
                   - s3:GetEncryptionConfiguration
                 Resource:
-                  - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}'
-                  - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}/*'
+                  - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}"
+                  - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}/*"
               - Effect: Allow
                 Action:
                   - secretsmanager:GetResourcePolicy
                   - secretsmanager:ListSecretVersionIds
                   - secretsmanager:ListSecrets
                 Resource:
-                  - '*'
+                  - "*"
               - Effect: Allow
                 Action:
                   - secretsmanager:UpdateSecret
@@ -351,33 +349,24 @@ Resources:
                   - states:SendTaskSuccess
                   - states:SendTaskFailure
                 Resource:
-                  - '*'
+                  - "*"
               - Effect: Allow
                 Action:
                   - ec2:AssociateAddress
                 Resource:
                   - "*"
               - Effect: "Allow"
-                Action: 
+                Action:
                   - "sqs:ReceiveMessage"
                   - "sqs:DeleteMessage"
                   - "sqs:ChangeMessageVisibility"
                 Resource:
                   - "*"
-  
   Neo4jDatabaseInstanceProfile:
     Type: AWS::IAM::InstanceProfile
     Properties:
       Roles:
         - !Ref Neo4jDatabaseInstanceRole
-
-  # # TODO move to database init script
-  # UsePublicSubnetConditionNeo4jDatabaseElasticIpAssociation:
-  #   Type: AWS::EC2::EIPAssociation
-  #   Condition: UsePublicSubnet
-  #   Properties:
-  #     InstanceId: !Ref Neo4jDatabaseInstance
-  #     AllocationId: !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseEndpointAllocationId}}'
   Neo4jDatabaseInstanceIdParameter:
     Type: AWS::SSM::Parameter
     Properties:
@@ -425,7 +414,7 @@ Resources:
       TargetType: /AWS::EC2::Instance
       UpdateMethod: Replace
       Content:
-        schemaVersion: '2.2'
+        schemaVersion: "2.2"
         description: Neo4j to S3 backup
         parameters:
           commandLine:
@@ -492,7 +481,7 @@ Resources:
           Values:
             - !Ref Neo4jDatabaseInstance
       WindowId: !Ref Neo4jBackupMaintenanceWindow
-  DatabaseSyncScriptsDocument: 
+  DatabaseSyncScriptsDocument:
     Type: AWS::SSM::Document
     Properties:
       DocumentType: "Command"
@@ -510,7 +499,7 @@ Resources:
             type: "StringMap"
             description: !Sub "Downloads all files under the ${AppName} scripts prefix"
             default:
-              path: !Sub 'https://{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}.s3.amazonaws.com/config/scripts/'
+              path: !Sub "https://{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}.s3.amazonaws.com/config/scripts/"
           commandLine:
             type: "String"
             description: "Deletes ETag files created by SSM Agent."
@@ -532,12 +521,12 @@ Resources:
               destinationPath: "{{ workingDirectory }}"
           - action: "aws:runShellScript"
             name: "runShellScript"
-            inputs: 
+            inputs:
               runCommand:
                 - ""
                 - "directory=$(pwd)"
                 - "export PATH=$PATH:$directory"
-                - " {{ commandLine }} " 
+                - " {{ commandLine }} "
                 - ""
               workingDirectory: "{{ workingDirectory }}"
               timeoutSeconds: "{{ executionTimeout }}"
@@ -545,16 +534,15 @@ Resources:
     Type: AWS::SSM::Parameter
     Properties:
       Type: String
-      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/DatabaseSyncScriptsDocumentName'
+      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/DatabaseSyncScriptsDocumentName"
       Description: "Name of SSM document for syncing shell scripts to the database"
       Value: !Ref DatabaseSyncScriptsDocument
-      
   GfedbDatabaseParamMappingsParameter:
     Type: AWS::SSM::Parameter
     Properties:
       Type: String
-      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/GfedbDatabaseParamMappings'
-      Description: !Sub 'SSM Parameter and SecretsManager parameter paths for ${AppName} database layer'
+      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/GfedbDatabaseParamMappings"
+      Description: !Sub "SSM Parameter and SecretsManager parameter paths for ${AppName} database layer"
       Value: !Sub |
         {
           "ssm": [
@@ -568,4 +556,4 @@ Resources:
           "secretsmanager": [
               "/${AppName}/${Stage}/${AWS::Region}/Neo4jCredentials"
           ]
-        }
\ No newline at end of file
+        }
diff --git a/gfe-db/infrastructure/access-services/bastion-server/Makefile b/gfe-db/infrastructure/access-services/bastion-server/Makefile
index 8ba99606..63b78a78 100644
--- a/gfe-db/infrastructure/access-services/bastion-server/Makefile
+++ b/gfe-db/infrastructure/access-services/bastion-server/Makefile
@@ -4,7 +4,6 @@ target:
 	$(info ${HELP_MESSAGE})
 	@exit 0
 
-# TODO parameterize IP address for security group
 deploy:
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deploying ${SERVICE} service" 2>&1 | tee -a $$CFN_LOG_PATH
 	$(MAKE) service.deploy
diff --git a/gfe-db/infrastructure/template.yaml b/gfe-db/infrastructure/template.yaml
index 64069473..d773949c 100644
--- a/gfe-db/infrastructure/template.yaml
+++ b/gfe-db/infrastructure/template.yaml
@@ -39,18 +39,26 @@ Parameters:
   GitHubPersonalAccessToken:
     Type: String
     NoEcho: true
-  
+
 Conditions:
   # Important: All stacks (infra, database, pipeline) should use the same conditions
-  CreateVpc: !Equals [!Ref createVpc, 'true']
+  CreateVpc: !Equals [!Ref createVpc, "true"]
   # CreateVpcPublic: !And [!Equals [!Ref createVpc, 'true'], !Equals [!Ref usePrivateSubnet, 'false']]
-  CreateVpcPrivate: !And [!Equals [!Ref createVpc, 'true'], !Equals [!Ref usePrivateSubnet, 'true']]
+  CreateVpcPrivate:
+    !And [
+      !Equals [!Ref createVpc, "true"],
+      !Equals [!Ref usePrivateSubnet, "true"],
+    ]
   # UseExternalVpc: !Equals [!Ref createVpc, 'false']
   # UseExternalVpcPublic: !And [!Equals [!Ref createVpc, 'false'], !Equals [!Ref usePrivateSubnet, 'false']]
   # UseExternalVpcPrivate: !And [!Equals [!Ref createVpc, 'false'], !Equals [!Ref usePrivateSubnet, 'true']]
-  UsePrivateSubnet: !Equals [!Ref usePrivateSubnet, 'true']
-  UsePrivateSubnetDeployNatGateway: !And [!Equals [!Ref usePrivateSubnet, 'true'], !Equals [!Ref deployNatGateway, 'true']]
-  UsePublicSubnet: !Equals [!Ref usePrivateSubnet, 'false']
+  UsePrivateSubnet: !Equals [!Ref usePrivateSubnet, "true"]
+  UsePrivateSubnetDeployNatGateway:
+    !And [
+      !Equals [!Ref usePrivateSubnet, "true"],
+      !Equals [!Ref deployNatGateway, "true"],
+    ]
+  UsePublicSubnet: !Equals [!Ref usePrivateSubnet, "false"]
   # UseExternalNatGateway: !Equals [!Ref deployNatGateway, 'false']
 
 Mappings:
@@ -72,12 +80,11 @@ Mappings:
       AvailabilityZone: eu-west-3a
 
 Resources:
-
   StageParameter:
     Type: AWS::SSM::Parameter
     Properties:
       Type: String
-      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/Stage'
+      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/Stage"
       Description: "Stage of production"
       Value: !Ref Stage
 
@@ -85,7 +92,7 @@ Resources:
     Type: AWS::SSM::Parameter
     Properties:
       Type: String
-      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/AppName'
+      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/AppName"
       Description: "Name of application"
       Value: !Ref AppName
 
@@ -93,7 +100,7 @@ Resources:
     Type: AWS::SSM::Parameter
     Properties:
       Type: String
-      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/CreateVpc'
+      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/CreateVpc"
       Description: "True if stack creates a VPC, false if stack uses an existing VPC"
       Value: !Ref createVpc
 
@@ -106,17 +113,18 @@ Resources:
       EnableDnsSupport: true
       Tags:
         - Key: Name
-          Value: !Sub '${Stage}-${AppName}-${AWS::Region}-vpc'
-  
+          Value: !Sub "${Stage}-${AppName}-${AWS::Region}-vpc"
+
   CreateVpcConditionPublicSubnet:
     Type: AWS::EC2::Subnet
     Condition: CreateVpc
     Properties:
       CidrBlock: 10.0.0.0/24
       VpcId: !Ref CreateVpcConditionVpc
-      AvailabilityZone: !FindInMap [AvailabilityZoneMap, !Ref AWS::Region, AvailabilityZone]
+      AvailabilityZone:
+        !FindInMap [AvailabilityZoneMap, !Ref AWS::Region, AvailabilityZone]
       MapPublicIpOnLaunch: true
-  
+
   CreateVpcPrivateConditionPrivateSubnet:
     Type: AWS::EC2::Subnet
     Condition: CreateVpcPrivate
@@ -124,17 +132,17 @@ Resources:
       CidrBlock: 10.0.1.0/24
       VpcId: !Ref CreateVpcConditionVpc
       AvailabilityZone: !GetAtt CreateVpcConditionPublicSubnet.AvailabilityZone
-  
+
   CreateVpcConditionInternetGateway:
     Type: AWS::EC2::InternetGateway
     Condition: CreateVpc
-  
+
   CreateVpcConditionPublicRouteTable:
     Type: AWS::EC2::RouteTable
     Condition: CreateVpc
     Properties:
       VpcId: !Ref CreateVpcConditionVpc
-  
+
   # Required for NAT Gateway
   UsePrivateSubnetDeployNatGatewayConditionPrivateRouteTable:
     Type: AWS::EC2::RouteTable
@@ -151,17 +159,17 @@ Resources:
     Condition: UsePrivateSubnetDeployNatGateway
     Properties:
       Type: String
-      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/PrivateRouteTableId'
+      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/PrivateRouteTableId"
       Description: !Sub "ID of the private route table for ${AppName}"
       Value: !Ref UsePrivateSubnetDeployNatGatewayConditionPrivateRouteTable
-  
+
   CreateVpcConditionVpcGatewayAttachment:
     Type: AWS::EC2::VPCGatewayAttachment
     Condition: CreateVpc
     Properties:
       VpcId: !Ref CreateVpcConditionVpc
       InternetGatewayId: !Ref CreateVpcConditionInternetGateway
-  
+
   CreateVpcConditionPublicRoute:
     Type: AWS::EC2::Route
     Condition: CreateVpc
@@ -172,7 +180,7 @@ Resources:
       RouteTableId: !Ref CreateVpcConditionPublicRouteTable
       DestinationCidrBlock: 0.0.0.0/0
       GatewayId: !Ref CreateVpcConditionInternetGateway
-  
+
   CreateVpcConditionPublicSubnetRouteTableAssociation:
     Type: AWS::EC2::SubnetRouteTableAssociation
     Condition: CreateVpc
@@ -180,7 +188,7 @@ Resources:
       RouteTableId: !Ref CreateVpcConditionPublicRouteTable
       SubnetId: !Ref CreateVpcConditionPublicSubnet
 
-  # Required for NAT Gateway  
+  # Required for NAT Gateway
   UsePrivateSubnetDeployNatGatewayConditionPrivateSubnetRouteTableAssociation:
     Type: AWS::EC2::SubnetRouteTableAssociation
     Condition: UsePrivateSubnetDeployNatGateway
@@ -190,46 +198,46 @@ Resources:
         - CreateVpcPrivate
         - !Ref CreateVpcPrivateConditionPrivateSubnet
         - !Ref PrivateSubnetId
-        
+
   VpcIdParameter:
     Type: AWS::SSM::Parameter
     Properties:
       Type: String
-      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/VpcId'
+      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/VpcId"
       Description: !Sub "Name of VPC network for ${AppName}"
-      Value: !If 
+      Value: !If
         - CreateVpc
         - !Ref CreateVpcConditionVpc
         - !Ref VpcId
-  
+
   PublicSubnetIdParameter:
     Type: AWS::SSM::Parameter
     Properties:
       Type: String
-      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/PublicSubnetId'
+      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/PublicSubnetId"
       Description: !Sub "Public Subnet for the ${AppName} Neo4j server"
       Value: !If
         - CreateVpc
         - !Ref CreateVpcConditionPublicSubnet
         - !Ref PublicSubnetId
-  
+
   UsePrivateSubnetConditionPrivateSubnetIdParameter:
     Type: AWS::SSM::Parameter
     Condition: UsePrivateSubnet
     Properties:
       Type: String
-      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/PrivateSubnetId'
+      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/PrivateSubnetId"
       Description: !Sub "Private Subnet for the ${AppName} Neo4j server"
       Value: !If
         - CreateVpcPrivate
         - !Ref CreateVpcPrivateConditionPrivateSubnet
         - !Ref PrivateSubnetId
-  
+
   Neo4jSubnetIdParameter:
     Type: AWS::SSM::Parameter
     Properties:
       Type: String
-      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/Neo4jSubnetId'
+      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/Neo4jSubnetId"
       Description: !Sub "Public Subnet for the ${AppName} Neo4j server"
       Value: !If
         - CreateVpc
@@ -241,7 +249,7 @@ Resources:
           - UsePrivateSubnet
           - !Ref PrivateSubnetId
           - !Ref PublicSubnetId
-  
+
   DataBucket:
     Type: AWS::S3::Bucket
     Properties:
@@ -262,19 +270,19 @@ Resources:
       Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/DataBucketArn"
       Description: "ARN of gfe-db data bucket"
       Value: !GetAtt DataBucket.Arn
-  
+
   DataBucketRegionalDomainNameParameter:
     Type: AWS::SSM::Parameter
     Properties:
       Type: String
-      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/DataBucketRegionalDomainName'
+      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/DataBucketRegionalDomainName"
       Description: "S3 Bucket Regional Domain name for application bucket"
       Value: !GetAtt DataBucket.RegionalDomainName
-  
+
   Neo4jDatabaseSecurityGroup:
     Type: AWS::EC2::SecurityGroup
     Properties:
-      GroupName: !Sub '${Stage}-${AppName}-neo4j-sg'
+      GroupName: !Sub "${Stage}-${AppName}-neo4j-sg"
       GroupDescription: Security group for the GFE database
       VpcId: !If
         - CreateVpc
@@ -313,13 +321,13 @@ Resources:
           Description: Update IP to use MyIP
       Tags:
         - Key: Name
-          Value: !Sub '${Stage}-${AppName}-neo4j-sg'
+          Value: !Sub "${Stage}-${AppName}-neo4j-sg"
 
   Neo4jDatabaseSecurityGroupIdParameter:
     Type: AWS::SSM::Parameter
     Properties:
       Type: String
-      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseSecurityGroupId'
+      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseSecurityGroupId"
       Description: "Name of the Neo4jDatabaseSecurityGroup"
       Value: !Ref Neo4jDatabaseSecurityGroup
 
@@ -337,15 +345,15 @@ Resources:
       Domain: vpc
       Tags:
         - Key: Name
-          Value: !Sub '${Stage}-${AppName}-neo4j'
+          Value: !Sub "${Stage}-${AppName}-neo4j"
 
   UsePublicSubnetConditionNeo4jDatabaseEndpointParameter:
     Type: AWS::SSM::Parameter
     Condition: UsePublicSubnet
     Properties:
       Type: String
-      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseEndpoint'
-      Description: !Sub 'Endpoint for ${AppName} Neo4j server'
+      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseEndpoint"
+      Description: !Sub "Endpoint for ${AppName} Neo4j server"
       Value: !Ref UsePublicSubnetConditionNeo4jDatabaseElasticIp
 
   UsePublicSubnetConditionNeo4jDatabaseEndpointAllocationIdParameter:
@@ -353,8 +361,8 @@ Resources:
     Condition: UsePublicSubnet
     Properties:
       Type: String
-      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseEndpointAllocationId'
-      Description: !Sub 'AllocationId for ${AppName} Neo4j server static IP'
+      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseEndpointAllocationId"
+      Description: !Sub "AllocationId for ${AppName} Neo4j server static IP"
       Value: !GetAtt UsePublicSubnetConditionNeo4jDatabaseElasticIp.AllocationId
 
   DataPipelineErrorsTopicPolicy:
@@ -410,7 +418,7 @@ Resources:
             "/${AppName}/${Stage}/${AWS::Region}/DataPipelineExecutionTopicArn"
           ]
         }
-        
+
   DataPipelineExecutionTopicPolicy:
     Type: AWS::SNS::TopicPolicy
     Properties:
@@ -440,6 +448,6 @@ Resources:
     Type: AWS::SSM::Parameter
     Properties:
       Type: String
-      Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/DataPipelineExecutionTopicArn'
-      Description: !Sub 'ARN for ${AppName} Data Pipeline Errors SNS topic'
+      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/DataPipelineExecutionTopicArn"
+      Description: !Sub "ARN for ${AppName} Data Pipeline Errors SNS topic"
       Value: !Ref DataPipelineExecutionTopic
diff --git a/gfe-db/pipeline/config/execution-state.json b/gfe-db/pipeline/config/execution-state.json
index a8e09703..b3a0cb65 100644
--- a/gfe-db/pipeline/config/execution-state.json
+++ b/gfe-db/pipeline/config/execution-state.json
@@ -1,8 +1,8 @@
 {
-    "created_utc": "2024-01-02T18:19:05.170Z",
+    "created_utc": "2024-01-03T19:54:38.693Z",
     "items": [
         {
-            "created_utc": "2024-01-02T18:19:05.170Z",
+            "created_utc": "2024-01-03T19:54:38.693Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -20,7 +20,7 @@
             }
         },
         {
-            "created_utc": "2024-01-02T18:19:05.170Z",
+            "created_utc": "2024-01-03T19:54:38.693Z",
             "repository": {
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@@ -56,7 +56,7 @@
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@@ -74,7 +74,7 @@
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@@ -92,7 +92,7 @@
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@@ -110,7 +110,7 @@
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@@ -128,7 +128,7 @@
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@@ -218,7 +218,7 @@
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@@ -1496,7 +1496,7 @@
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@@ -1946,7 +1946,7 @@
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@@ -1964,7 +1964,7 @@
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@@ -1982,7 +1982,7 @@
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@@ -2036,7 +2036,7 @@
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@@ -2324,7 +2324,7 @@
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@@ -2342,7 +2342,7 @@
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@@ -2360,7 +2360,7 @@
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@@ -2378,7 +2378,7 @@
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@@ -2396,7 +2396,7 @@
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@@ -2414,7 +2414,7 @@
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@@ -2432,7 +2432,7 @@
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@@ -2450,7 +2450,7 @@
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@@ -2468,7 +2468,7 @@
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@@ -2486,7 +2486,7 @@
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@@ -2504,7 +2504,7 @@
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@@ -2522,7 +2522,7 @@
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@@ -2540,7 +2540,7 @@
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@@ -2576,7 +2576,7 @@
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@@ -2612,7 +2612,7 @@
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@@ -2630,7 +2630,7 @@
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@@ -2648,7 +2648,7 @@
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@@ -2666,7 +2666,7 @@
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@@ -2684,7 +2684,7 @@
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@@ -2702,7 +2702,7 @@
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@@ -2720,7 +2720,7 @@
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@@ -2738,7 +2738,7 @@
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@@ -6788,7 +6788,7 @@
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         },
         {
-            "created_utc": "2024-01-02T18:19:05.170Z",
+            "created_utc": "2024-01-03T19:54:38.693Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9506,7 +9506,7 @@
             }
         },
         {
-            "created_utc": "2024-01-02T18:19:05.170Z",
+            "created_utc": "2024-01-03T19:54:38.693Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9524,7 +9524,7 @@
             }
         },
         {
-            "created_utc": "2024-01-02T18:19:05.170Z",
+            "created_utc": "2024-01-03T19:54:38.693Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9542,7 +9542,7 @@
             }
         },
         {
-            "created_utc": "2024-01-02T18:19:05.170Z",
+            "created_utc": "2024-01-03T19:54:38.693Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9560,7 +9560,7 @@
             }
         },
         {
-            "created_utc": "2024-01-02T18:19:05.170Z",
+            "created_utc": "2024-01-03T19:54:38.693Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9578,7 +9578,7 @@
             }
         },
         {
-            "created_utc": "2024-01-02T18:19:05.170Z",
+            "created_utc": "2024-01-03T19:54:38.693Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9596,7 +9596,7 @@
             }
         },
         {
-            "created_utc": "2024-01-02T18:19:05.170Z",
+            "created_utc": "2024-01-03T19:54:38.693Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9614,7 +9614,7 @@
             }
         },
         {
-            "created_utc": "2024-01-02T18:19:05.170Z",
+            "created_utc": "2024-01-03T19:54:38.693Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9632,7 +9632,7 @@
             }
         },
         {
-            "created_utc": "2024-01-02T18:19:05.170Z",
+            "created_utc": "2024-01-03T19:54:38.693Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9650,7 +9650,7 @@
             }
         },
         {
-            "created_utc": "2024-01-02T18:19:05.170Z",
+            "created_utc": "2024-01-03T19:54:38.693Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9668,7 +9668,7 @@
             }
         },
         {
-            "created_utc": "2024-01-02T18:19:05.170Z",
+            "created_utc": "2024-01-03T19:54:38.693Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9686,7 +9686,7 @@
             }
         },
         {
-            "created_utc": "2024-01-02T18:19:05.170Z",
+            "created_utc": "2024-01-03T19:54:38.693Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9704,7 +9704,7 @@
             }
         },
         {
-            "created_utc": "2024-01-02T18:19:05.170Z",
+            "created_utc": "2024-01-03T19:54:38.693Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9722,7 +9722,7 @@
             }
         },
         {
-            "created_utc": "2024-01-02T18:19:05.170Z",
+            "created_utc": "2024-01-03T19:54:38.693Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9740,7 +9740,7 @@
             }
         },
         {
-            "created_utc": "2024-01-02T18:19:05.170Z",
+            "created_utc": "2024-01-03T19:54:38.693Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9758,7 +9758,7 @@
             }
         },
         {
-            "created_utc": "2024-01-02T18:19:05.170Z",
+            "created_utc": "2024-01-03T19:54:38.693Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9776,7 +9776,7 @@
             }
         },
         {
-            "created_utc": "2024-01-02T18:19:05.170Z",
+            "created_utc": "2024-01-03T19:54:38.693Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9794,7 +9794,7 @@
             }
         },
         {
-            "created_utc": "2024-01-02T18:19:05.170Z",
+            "created_utc": "2024-01-03T19:54:38.693Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9812,7 +9812,7 @@
             }
         },
         {
-            "created_utc": "2024-01-02T18:19:05.170Z",
+            "created_utc": "2024-01-03T19:54:38.693Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9830,7 +9830,7 @@
             }
         },
         {
-            "created_utc": "2024-01-02T18:19:05.170Z",
+            "created_utc": "2024-01-03T19:54:38.693Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9848,7 +9848,7 @@
             }
         },
         {
-            "created_utc": "2024-01-02T18:19:05.170Z",
+            "created_utc": "2024-01-03T19:54:38.693Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9866,7 +9866,7 @@
             }
         },
         {
-            "created_utc": "2024-01-02T18:19:05.170Z",
+            "created_utc": "2024-01-03T19:54:38.693Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9884,7 +9884,7 @@
             }
         },
         {
-            "created_utc": "2024-01-02T18:19:05.170Z",
+            "created_utc": "2024-01-03T19:54:38.693Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9902,7 +9902,7 @@
             }
         },
         {
-            "created_utc": "2024-01-02T18:19:05.170Z",
+            "created_utc": "2024-01-03T19:54:38.693Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9920,7 +9920,7 @@
             }
         },
         {
-            "created_utc": "2024-01-02T18:19:05.170Z",
+            "created_utc": "2024-01-03T19:54:38.693Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9938,7 +9938,7 @@
             }
         },
         {
-            "created_utc": "2024-01-02T18:19:05.170Z",
+            "created_utc": "2024-01-03T19:54:38.693Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9956,7 +9956,7 @@
             }
         },
         {
-            "created_utc": "2024-01-02T18:19:05.170Z",
+            "created_utc": "2024-01-03T19:54:38.693Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9974,7 +9974,7 @@
             }
         },
         {
-            "created_utc": "2024-01-02T18:19:05.170Z",
+            "created_utc": "2024-01-03T19:54:38.693Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9992,7 +9992,7 @@
             }
         },
         {
-            "created_utc": "2024-01-02T18:19:05.170Z",
+            "created_utc": "2024-01-03T19:54:38.693Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10010,7 +10010,7 @@
             }
         },
         {
-            "created_utc": "2024-01-02T18:19:05.170Z",
+            "created_utc": "2024-01-03T19:54:38.693Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10028,7 +10028,7 @@
             }
         },
         {
-            "created_utc": "2024-01-02T18:19:05.170Z",
+            "created_utc": "2024-01-03T19:54:38.693Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10046,7 +10046,7 @@
             }
         },
         {
-            "created_utc": "2024-01-02T18:19:05.170Z",
+            "created_utc": "2024-01-03T19:54:38.693Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10064,7 +10064,7 @@
             }
         },
         {
-            "created_utc": "2024-01-02T18:19:05.170Z",
+            "created_utc": "2024-01-03T19:54:38.693Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10082,7 +10082,7 @@
             }
         },
         {
-            "created_utc": "2024-01-02T18:19:05.170Z",
+            "created_utc": "2024-01-03T19:54:38.693Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10100,7 +10100,7 @@
             }
         },
         {
-            "created_utc": "2024-01-02T18:19:05.170Z",
+            "created_utc": "2024-01-03T19:54:38.693Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10118,7 +10118,7 @@
             }
         },
         {
-            "created_utc": "2024-01-02T18:19:05.170Z",
+            "created_utc": "2024-01-03T19:54:38.693Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
diff --git a/gfe-db/pipeline/config/source-config.json b/gfe-db/pipeline/config/source-config.json
index 978f80e8..31c3e190 100644
--- a/gfe-db/pipeline/config/source-config.json
+++ b/gfe-db/pipeline/config/source-config.json
@@ -1,6 +1,6 @@
 {
-    "created_utc": "2024-01-02T18:19:05.170Z",
-    "updated_utc": "2024-01-02T18:19:05.170Z",
+    "created_utc": "2024-01-03T19:54:38.693Z",
+    "updated_utc": "2024-01-03T19:54:38.693Z",
     "repositories": {
         "ANHIG/IMGTHLA": {
             "owner": "ANHIG",
diff --git a/gfe-db/pipeline/scripts/state/build.py b/gfe-db/pipeline/scripts/state/build.py
index 5c9fa5ae..78c58df2 100644
--- a/gfe-db/pipeline/scripts/state/build.py
+++ b/gfe-db/pipeline/scripts/state/build.py
@@ -14,11 +14,6 @@
 logger = logging.getLogger(__name__)
 # from datetime import datetime
 import json
-print(json.dumps(sys.path, indent=4))
-# from gfedbmodels.constants import (
-#     infra,
-#     pipeline
-# )
 from pygethub import list_commits, GitHubPaginator
 from gfedbmodels.utils import (
     get_utc_now,
diff --git a/gfe-db/pipeline/scripts/state/load.py b/gfe-db/pipeline/scripts/state/load.py
index 6d8fd2a4..ec338e48 100644
--- a/gfe-db/pipeline/scripts/state/load.py
+++ b/gfe-db/pipeline/scripts/state/load.py
@@ -30,7 +30,6 @@
 ssm = session.clients["ssm"]
 dynamodb = session.resource("dynamodb")
 
-# TODO
 execution_state_table_fields = pipeline.params.GfeDbExecutionStateTableFields
 execution_state_table_name = pipeline.params.GfeDbExecutionStateTableName
 
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 2efebc9d..ed3ab69d 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -1,4 +1,4 @@
-AWSTemplateFormatVersion: '2010-09-09'
+AWSTemplateFormatVersion: "2010-09-09"
 Transform: AWS::Serverless-2016-10-31
 Description: Deploys IAM, ECR repositories, AWS Batch Jobs and a State Machine for the gfe-db update pipeline
 Parameters:
@@ -14,8 +14,8 @@ Parameters:
   usePrivateSubnet:
     Type: String
     AllowedValues:
-      - 'true'
-      - 'false'
+      - "true"
+      - "false"
   ConfigS3Path:
     Type: String
     Description: S3 path to config file
@@ -35,7 +35,7 @@ Parameters:
 Conditions:
   UsePrivateSubnet: !Equals
     - !Ref usePrivateSubnet
-    - 'true'
+    - "true"
 Resources:
   GitHubPersonalAccessTokenSecret:
     Type: AWS::SecretsManager::Secret
@@ -79,7 +79,7 @@ Resources:
         - AttributeName: commit__sha
           AttributeType: S
         - AttributeName: execution__version
-          AttributeType: 'N'
+          AttributeType: "N"
       KeySchema:
         - AttributeName: commit__sha
           KeyType: HASH
@@ -123,7 +123,7 @@ Resources:
     Properties:
       GroupName: !Sub ${Stage}-${AppName}-build-server-sg
       GroupDescription: !Sub Security group for the ${Stage}-${AppName} build server
-      VpcId: !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/VpcId}}'
+      VpcId: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/VpcId}}"
       Tags:
         - Key: Name
           Value: !Sub ${Stage}-${AppName}-build-server-sg
@@ -131,7 +131,7 @@ Resources:
     Type: AWS::IAM::Role
     Properties:
       AssumeRolePolicyDocument:
-        Version: '2012-10-17'
+        Version: "2012-10-17"
         Statement:
           - Effect: Allow
             Principal:
@@ -148,9 +148,9 @@ Resources:
     Type: AWS::IAM::Role
     Properties:
       AssumeRolePolicyDocument:
-        Version: '2008-10-17'
+        Version: "2008-10-17"
         Statement:
-          - Sid: ''
+          - Sid: ""
             Effect: Allow
             Principal:
               Service: ec2.amazonaws.com
@@ -162,7 +162,7 @@ Resources:
       Policies:
         - PolicyName: !Sub ${Stage}-${AppName}-ECS-CloudWatchLogs
           PolicyDocument:
-            Version: '2012-10-17'
+            Version: "2012-10-17"
             Statement:
               - Action:
                   - logs:CreateLogGroup
@@ -173,7 +173,7 @@ Resources:
                 Resource: arn:aws:logs:*:*:*
         - PolicyName: !Sub ${Stage}-${AppName}-BuildServiceS3ReadWritePolicy
           PolicyDocument:
-            Version: '2012-10-17'
+            Version: "2012-10-17"
             Statement:
               - Effect: Allow
                 Action:
@@ -187,11 +187,11 @@ Resources:
                   - s3:PutLifecycleConfiguration
                   - s3:DeleteObject
                 Resource:
-                  - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}'
-                  - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}/*'
+                  - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}"
+                  - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}/*"
         - PolicyName: !Sub ${Stage}-${AppName}-SecretsPolicy
           PolicyDocument:
-            Version: '2012-10-17'
+            Version: "2012-10-17"
             Statement:
               - Effect: Allow
                 Action:
@@ -203,7 +203,7 @@ Resources:
                   - secretsmanager:ListSecretVersionIds
                   - secretsmanager:ListSecrets
                 Resource:
-                  - '*'
+                  - "*"
   BuildJobDefinition:
     Type: AWS::Batch::JobDefinition
     Properties:
@@ -218,7 +218,7 @@ Resources:
           - run.sh
         Environment:
           - Name: GFE_BUCKET
-            Value: !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}'
+            Value: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}"
           - Name: FEATURE_SERVICE_URL
             Value: !Ref FeatureServiceUrl
           - Name: AWS_REGION
@@ -251,14 +251,14 @@ Resources:
         InstanceTypes:
           - c5d.2xlarge
         Subnets:
-          - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/PublicSubnetId}}'
+          - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/PublicSubnetId}}"
         SecurityGroupIds:
           - !Ref BuildServerSG
         InstanceRole: !Ref BatchWorkerInstanceProfile
         LaunchTemplate:
           LaunchTemplateId: !Ref BuildLaunchTemplate
       Tags:
-        Name: !Sub '${Stage}-${AppName}-build-worker'
+        Name: !Sub "${Stage}-${AppName}-build-worker"
       ServiceRole: !GetAtt BatchServiceRole.Arn
   BuildLaunchTemplate:
     Type: AWS::EC2::LaunchTemplate
@@ -266,7 +266,7 @@ Resources:
       LaunchTemplateData:
         DisableApiTermination: false
         InstanceInitiatedShutdownBehavior: stop
-        ImageId: '{{resolve:ssm:/aws/service/ecs/optimized-ami/amazon-linux-2/recommended/image_id}}'
+        ImageId: "{{resolve:ssm:/aws/service/ecs/optimized-ami/amazon-linux-2/recommended/image_id}}"
         InstanceType: c5d.xlarge
         IamInstanceProfile:
           Name: !Ref BatchWorkerInstanceProfile
@@ -299,14 +299,14 @@ Resources:
         - ResourceType: launch-template
           Tags:
             - Key: Name
-              Value: !Sub '${Stage}-${AppName}-build-worker'
+              Value: !Sub "${Stage}-${AppName}-build-worker"
   BatchTaskExecutionRole:
     Type: AWS::IAM::Role
     Properties:
       AssumeRolePolicyDocument:
-        Version: '2008-10-17'
+        Version: "2008-10-17"
         Statement:
-          - Sid: ''
+          - Sid: ""
             Effect: Allow
             Principal:
               Service: ecs-tasks.amazonaws.com
@@ -314,7 +314,7 @@ Resources:
       Policies:
         - PolicyName: !Sub ${Stage}-${AppName}-ecsTaskExecutionRolePolicy
           PolicyDocument:
-            Version: '2012-10-17'
+            Version: "2012-10-17"
             Statement:
               - Effect: Allow
                 Action:
@@ -324,10 +324,10 @@ Resources:
                   - ecr:BatchGetImage
                   - logs:CreateLogStream
                   - logs:PutLogEvents
-                Resource: '*'
+                Resource: "*"
         - PolicyName: !Sub ${Stage}-${AppName}-BatchTaskExecutionPolicy
           PolicyDocument:
-            Version: '2012-10-17'
+            Version: "2012-10-17"
             Statement:
               - Effect: Allow
                 Action:
@@ -338,13 +338,13 @@ Resources:
                   - secretsmanager:ListSecretVersionIds
                   - secretsmanager:ListSecrets
                 Resource:
-                  - '*'
+                  - "*"
   BuildServiceRepository:
     Type: AWS::ECR::Repository
     Properties:
       RepositoryName: !Ref BuildServiceRepositoryName
       RepositoryPolicyText:
-        Version: '2012-10-17'
+        Version: "2012-10-17"
         Statement:
           - Sid: AllowPushPull
             Effect: Allow
@@ -396,7 +396,7 @@ Resources:
     Type: AWS::Serverless::Function
     Properties:
       FunctionName: !Sub ${Stage}-${AppName}-check-source-update
-      Description: !Sub '${AppName} update pipeline trigger: checks for new IMGT/HLA releases and starts the loading process'
+      Description: !Sub "${AppName} update pipeline trigger: checks for new IMGT/HLA releases and starts the loading process"
       CodeUri: functions/check_source_update/
       Handler: app.lambda_handler
       Runtime: python3.10
@@ -418,14 +418,14 @@ Resources:
             Schedule: cron(0\ 12\ *\ *\ ?\ *)
       Policies:
         - AWSLambdaBasicExecutionRole
-        - Version: '2012-10-17'
+        - Version: "2012-10-17"
           Statement:
             - Sid: AllowSecretsManagerAccess
               Effect: Allow
               Action:
                 - secretsmanager:GetSecretValue
               Resource: !Ref GitHubPersonalAccessTokenSecret
-        - Version: '2012-10-17'
+        - Version: "2012-10-17"
           Statement:
             - Sid: AllowSSMParameterStoreAccess
               Effect: Allow
@@ -434,7 +434,7 @@ Resources:
                 - ssm:GetParameter
               Resource:
                 - !Sub arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*
-        - Version: '2012-10-17'
+        - Version: "2012-10-17"
           Statement:
             - Sid: AllowDynamoDBReadAccess
               Effect: Allow
@@ -442,7 +442,7 @@ Resources:
                 - dynamodb:Scan
                 - dynamodb:BatchWriteItem
               Resource: !GetAtt GfeDbExecutionStateTable.Arn
-        - Version: '2012-10-17'
+        - Version: "2012-10-17"
           Statement:
             - Sid: AllowSQSAccess
               Effect: Allow
@@ -451,8 +451,8 @@ Resources:
                 - sqs:GetQueueUrl
                 - sqs:GetQueueAttributes
                 - sqs:SendMessageBatch
-              Resource: '*'
-        - Version: '2012-10-17'
+              Resource: "*"
+        - Version: "2012-10-17"
           Statement:
             - Sid: AllowS3Access
               Effect: Allow
@@ -462,8 +462,8 @@ Resources:
                 - s3:GetBucketLocation
                 - s3:GetObjectVersion
               Resource:
-                - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}'
-                - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}/*'
+                - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}"
+                - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}/*"
             - Sid: AllowSFNStartExecution
               Effect: Allow
               Action:
@@ -488,12 +488,12 @@ Resources:
       VpcConfig: !If
         - UsePrivateSubnet
         - SubnetIds:
-            - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/PrivateSubnetId}}'
+            - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/PrivateSubnetId}}"
           SecurityGroupIds:
-            - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseSecurityGroupId}}'
+            - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseSecurityGroupId}}"
         - !Ref AWS::NoValue
       Policies:
-        - Version: '2012-10-17'
+        - Version: "2012-10-17"
           Statement:
             - Effect: Allow
               Action:
@@ -509,7 +509,7 @@ Resources:
                 - secretsmanager:ListSecrets
               Resource:
                 - !Sub arn:${AWS::Partition}:secretsmanager:${AWS::Region}:${AWS::AccountId}:secret:/${AppName}/${Stage}/${AWS::Region}/Neo4jCredentials*
-        - Version: '2012-10-17'
+        - Version: "2012-10-17"
           Statement:
             - Effect: Allow
               Action: !If
@@ -526,7 +526,7 @@ Resources:
                   - logs:CreateLogStream
                   - logs:PutLogEvents
               Resource:
-                - '*'
+                - "*"
   InvokeBackupScriptFunction:
     Type: AWS::Serverless::Function
     Properties:
@@ -545,7 +545,7 @@ Resources:
           APP_NAME: !Ref AppName
       Policies:
         - AWSLambdaBasicExecutionRole
-        - Version: '2012-10-17'
+        - Version: "2012-10-17"
           Statement:
             - Effect: Allow
               Action:
@@ -564,7 +564,7 @@ Resources:
               Action:
                 - ssm:GetCommandInvocation
               Resource:
-                - '*'
+                - "*"
   GetExecutionStateFunction:
     Type: AWS::Serverless::Function
     Properties:
@@ -584,7 +584,7 @@ Resources:
           STAGE: !Ref Stage
       Policies:
         - AWSLambdaBasicExecutionRole
-        - Version: '2012-10-17'
+        - Version: "2012-10-17"
           Statement:
             - Sid: AllowSSMParameterStoreAccess
               Effect: Allow
@@ -592,7 +592,7 @@ Resources:
                 - ssm:GetParameters
                 - ssm:GetParameter
               Resource: !Sub arn:aws:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*
-        - Version: '2012-10-17'
+        - Version: "2012-10-17"
           Statement:
             - Sid: AllowDynamoDBReadAccess
               Effect: Allow
@@ -619,7 +619,7 @@ Resources:
           STAGE: !Ref Stage
       Policies:
         - AWSLambdaBasicExecutionRole
-        - Version: '2012-10-17'
+        - Version: "2012-10-17"
           Statement:
             - Effect: Allow
               Action:
@@ -630,7 +630,7 @@ Resources:
             - Effect: Allow
               Action:
                 - ec2:DescribeInstanceStatus
-              Resource: '*'
+              Resource: "*"
             - Effect: Allow
               Action:
                 - states:StartExecution
@@ -648,7 +648,7 @@ Resources:
       AlarmDescription: !Sub Alarm for ${InvokeLoadScriptFunction} function errors
       ActionsEnabled: true
       AlarmActions:
-        - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn}}'
+        - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn}}"
       MetricName: Errors
       Namespace: AWS/Lambda
       Statistic: Sum
@@ -677,7 +677,7 @@ Resources:
           APP_NAME: !Ref AppName
       Policies:
         - AWSLambdaBasicExecutionRole
-        - Version: '2012-10-17'
+        - Version: "2012-10-17"
           Statement:
             - Effect: Allow
               Action:
@@ -685,7 +685,7 @@ Resources:
                 - ssm:GetParameter
               Resource:
                 - !Sub arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*
-        - Version: '2012-10-17'
+        - Version: "2012-10-17"
           Statement:
             - Effect: Allow
               Action:
@@ -693,8 +693,8 @@ Resources:
                 - s3:ListBucket
                 - s3:ListObjects
               Resource:
-                - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}'
-                - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}/*'
+                - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}"
+                - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}/*"
   EvaluateQueryResultsFunction:
     Type: AWS::Serverless::Function
     Properties:
@@ -723,7 +723,7 @@ Resources:
         GfeDbExecutionResultTopicArn: !GetAtt GfeDbExecutionResultTopic.TopicArn
         GetExecutionStateFunctionArn: !GetAtt GetExecutionStateFunction.Arn
         ValidateBuildOutputFunctionArn: !GetAtt ValidateBuildOutputFunction.Arn
-        DataBucketName: !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}'
+        DataBucketName: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}"
         BuildJobDefinition: !Ref BuildJobDefinition
         BuildJobName: !Sub ${Stage}-${AppName}-build-job
         BuildJobQueue: !Ref BuildJobQueue
@@ -751,8 +751,8 @@ Resources:
         - LambdaInvokePolicy:
             FunctionName: !Ref EvaluateQueryResultsFunction
         - S3ReadPolicy:
-            BucketName: !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}'
-        - Version: '2012-10-17'
+            BucketName: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}"
+        - Version: "2012-10-17"
           Statement:
             - Effect: Allow
               Action:
@@ -765,15 +765,15 @@ Resources:
                 - logs:DescribeResourcePolicies
                 - logs:DescribeLogGroups
               Resource:
-                - '*'
-        - Version: '2012-10-17'
+                - "*"
+        - Version: "2012-10-17"
           Statement:
             - Effect: Allow
               Action:
                 - batch:SubmitJob
                 - batch:DescribeJobs
                 - batch:TerminateJob
-              Resource: '*'
+              Resource: "*"
             - Effect: Allow
               Action:
                 - events:PutTargets
@@ -808,7 +808,7 @@ Resources:
           STAGE: !Ref Stage
       Policies:
         - AWSLambdaBasicExecutionRole
-        - Version: '2012-10-17'
+        - Version: "2012-10-17"
           Statement:
             - Effect: Allow
               Action:
@@ -862,9 +862,9 @@ Resources:
       AlarmDescription: !Sub ${UpdatePipelineStateMachine} state machine execution in progress
       ActionsEnabled: true
       AlarmActions:
-        - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineExecutionTopicArn}}'
+        - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineExecutionTopicArn}}"
       OKActions:
-        - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineExecutionTopicArn}}'
+        - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineExecutionTopicArn}}"
       Metrics:
         - Id: m1
           MetricStat:
@@ -938,7 +938,7 @@ Resources:
           APP_NAME: !Ref AppName
       Policies:
         - AWSLambdaBasicExecutionRole
-        - Version: '2012-10-17'
+        - Version: "2012-10-17"
           Statement:
             - Effect: Allow
               Action:
@@ -946,7 +946,7 @@ Resources:
                 - ssm:GetParameter
               Resource:
                 - !Sub arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*
-        - Version: '2012-10-17'
+        - Version: "2012-10-17"
           Statement:
             - Effect: Allow
               Action:
@@ -957,14 +957,14 @@ Resources:
         PipelineExecutionTopic:
           Type: SNS
           Properties:
-            Topic: !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineExecutionTopicArn}}'
+            Topic: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineExecutionTopicArn}}"
   UpdatePipelineStateMachineExecutionErrorsAlarm:
     Type: AWS::CloudWatch::Alarm
     Properties:
       AlarmDescription: !Sub ${UpdatePipelineStateMachine} state machine errors
       ActionsEnabled: true
       AlarmActions:
-        - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn}}'
+        - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn}}"
       MetricName: ExecutionsFailed
       Namespace: AWS/States
       Statistic: Sum
@@ -981,7 +981,7 @@ Resources:
       AlarmDescription: !Sub ${UpdatePipelineStateMachine} state machine errors
       ActionsEnabled: true
       AlarmActions:
-        - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn}}'
+        - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn}}"
       MetricName: ServiceIntegrationsFailed
       Namespace: AWS/States
       Statistic: Sum
@@ -999,7 +999,7 @@ Resources:
       DocumentFormat: YAML
       TargetType: /AWS::EC2::Instance
       Content:
-        schemaVersion: '2.2'
+        schemaVersion: "2.2"
         description: !Sub Load Neo4j for ${AppName}
         parameters:
           sourceType:
@@ -1022,25 +1022,25 @@ Resources:
           executionTimeout:
             type: String
             description: (Optional) The time in seconds for a command to complete before it is considered to have failed. Default is 3600 (1 hour). Maximum is 28800 (8 hours).
-            default: '28800'
+            default: "28800"
         mainSteps:
           - action: aws:downloadContent
             name: downloadContent
             inputs:
-              sourceType: '{{ sourceType }}'
-              sourceInfo: '{{ sourceInfo }}'
-              destinationPath: '{{ workingDirectory }}'
+              sourceType: "{{ sourceType }}"
+              sourceInfo: "{{ sourceInfo }}"
+              destinationPath: "{{ workingDirectory }}"
           - action: aws:runShellScript
             name: runShellScript
             inputs:
               runCommand:
-                - ''
+                - ""
                 - directory=$(pwd)
                 - export PATH=$PATH:$directory
-                - ' {{ commandLine }} '
-                - ''
-              workingDirectory: '{{ workingDirectory }}'
-              timeoutSeconds: '{{ executionTimeout }}'
+                - " {{ commandLine }} "
+                - ""
+              workingDirectory: "{{ workingDirectory }}"
+              timeoutSeconds: "{{ executionTimeout }}"
   Neo4jLoadQueryDocumentNameParameter:
     Type: AWS::SSM::Parameter
     Properties:
@@ -1073,4 +1073,4 @@ Resources:
           "secretsmanager": [
               "/${AppName}/${Stage}/${AWS::Region}/GitHubPersonalAccessToken"
           ]
-        }
\ No newline at end of file
+        }

From c6af62a40dabbe8eb2451ec83b5a08f53a492de6 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Wed, 3 Jan 2024 15:53:07 -0800
Subject: [PATCH 220/367] update execution status values and convert to enum

---
 .../functions/check_source_update/app.py      | 11 +++--
 .../gfe_db_models/gfedbmodels/types.py        | 49 ++++++++++++-------
 2 files changed, 36 insertions(+), 24 deletions(-)

diff --git a/gfe-db/pipeline/functions/check_source_update/app.py b/gfe-db/pipeline/functions/check_source_update/app.py
index 45a170ae..ed0728eb 100644
--- a/gfe-db/pipeline/functions/check_source_update/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/app.py
@@ -27,6 +27,7 @@
     str_to_datetime,
     str_from_datetime,
     InputParameters,
+    ExecutionStatus,
     ExecutionStateItem,
     RepositoryConfig,
     Commit,
@@ -156,7 +157,7 @@ def lambda_handler(event, context):
 
                         # Build the execution object to be stored in the state table (`execution__*` fields)
                         execution_detail = ExecutionDetailsConfig(
-                            **{"version": release_version, "status": "NOT_PROCESSED"}
+                            **{"version": release_version, "status": ExecutionStatus.PENDING}
                         )
 
                         # Build the repository object to be stored in the state table (`repository__*` fields)
@@ -192,7 +193,7 @@ def lambda_handler(event, context):
         pending_commits = [
             update_execution_state_item(
                 execution_state_item=commit,
-                status="PENDING",
+                status=ExecutionStatus.PENDING,
                 timestamp=utc_now,
                 input_parameters=input_parameters,
             )
@@ -204,7 +205,7 @@ def lambda_handler(event, context):
         skipped_commits = [
             update_execution_state_item(
             execution_state_item=commit, 
-            status="SKIPPED",
+            status=ExecutionStatus.SKIPPED,
             timestamp=utc_now)
             for commit in commits_with_releases
             if commit not in pending_commits
@@ -332,7 +333,7 @@ def update_execution_state_item(
 ):
     execution_state_item.execution.status = status
 
-    if input_parameters is not None and status == "PENDING":
+    if input_parameters is not None and status == ExecutionStatus.PENDING:
         execution_state_item.execution.input_parameters = input_parameters
         # TODO Update format to s3://<data_bucket_name>/data/csv/<version>' for csv and s3://<data_bucket_name>/data/dat/<version>' for hla.dat for Glue Catalog
         execution_state_item.execution.s3_path = (
@@ -347,6 +348,6 @@ def update_execution_state_item(
 if __name__ == "__main__":
     from pathlib import Path
 
-    event = json.loads((Path(__file__).parent / "user-event.json").read_text())
+    event = json.loads((Path(__file__).parent / "error-event.json").read_text())
 
     lambda_handler(event, None)
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
index 25074fdd..d49102a2 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
@@ -1,27 +1,38 @@
 import re
 from datetime import datetime
 from typing import Optional
+from enum import Enum
 from pydantic import BaseModel, validator, root_validator
 import jmespath
 from .utils import restore_nested_json, filter_nested_nulls
 
-# ExecutionState is changed using Step Functions DynamoDB states
-# NOT_PROCESSED: never processed (set by CheckSourceUpdate) ✅
-# SKIPPED: never processed (set by CheckSourceUpdate) ✅
-# PENDING: state machine execution started (set by CheckSourceUpdate) ✅
-# IN_PROGRESS: batch build job triggered (set by state machine) ✅
-# SUCCESS: state machine execution succeeded (set by state machine) ✅
-# FAILED: state machine execution failed (set by state machine) ✅
-
-# TODO remove None, default is NOT_PROCESSED
-valid_statuses = [
-    "NOT_PROCESSED",
-    "SKIPPED",
-    "PENDING",
-    "IN_PROGRESS",
-    "SUCCESS",
-    "FAILED"
-]
+"""
+ExecutionState is synced using the Step Functions DynamoDB integration:
+NOT_PROCESSED: never processed (set by CheckSourceUpdate) ✅
+SKIPPED: never processed (set by CheckSourceUpdate) ✅
+PENDING: state machine execution started (set by CheckSourceUpdate) ✅
+BUILD_IN_PROGRESS: build started (set by State Machine) ✅
+BUILD_SUCCESS: build succeeded (set by State Machine) ✅
+LOAD_IN_PROGRESS: load started (set by State Machine) ✅
+LOAD_SUCCESS: load succeeded (set by State Machine) ✅
+LOAD_SKIPPED: load skipped (set by State Machine) ✅
+FAILED: build or load failed (set by State Machine) ✅
+"""
+
+class ExecutionStatus(str, Enum):
+    NOT_PROCESSED = "NOT_PROCESSED"
+    SKIPPED = "SKIPPED"
+    PENDING = "PENDING"
+    BUILD_IN_PROGRESS = "BUILD_IN_PROGRESS"
+    BUILD_SUCCESS = "BUILD_SUCCESS"
+    LOAD_IN_PROGRESS = "LOAD_IN_PROGRESS"
+    LOAD_SUCCESS = "LOAD_SUCCESS"
+    LOAD_SKIPPED = "LOAD_SKIPPED"
+    FAILED = "FAILED"
+
+    @classmethod
+    def __contains__(cls, item):
+        return item in cls.__members__
 
 
 def str_to_datetime(v, fmt="%Y-%m-%dT%H:%M:%S.%fZ"):
@@ -180,8 +191,8 @@ class ExecutionDetailsConfig(BaseModel):
 
     @validator("status")
     def status_is_valid(cls, v):
-        if v not in valid_statuses:
-            raise ValueError(f"Status must be one of {valid_statuses}")
+        if v not in ExecutionStatus.__members__:
+            raise ValueError(f"Status must be one of {[value.value for value in ExecutionStatus.__members__.values()]}")
         return v
 
     # validate that version is a 4 digit number, position 0 is a number between 1 and 9, and position 1:2 is a number between 0 and 99 and position 3 is 0

From e52fa3374b8c5df388ca67db84ddc65f1e047c9c Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Wed, 3 Jan 2024 20:43:40 -0800
Subject: [PATCH 221/367] refactor state machine to update execution statues
 and sync to table

---
 .../statemachines/update-pipeline.asl.json    | 417 ++++++++++++------
 1 file changed, 270 insertions(+), 147 deletions(-)

diff --git a/gfe-db/pipeline/statemachines/update-pipeline.asl.json b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
index 34a47f40..16d8d819 100644
--- a/gfe-db/pipeline/statemachines/update-pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
@@ -1,47 +1,51 @@
 {
-    "StartAt": "Run Pre-Execution Validation Query",
+    "StartAt": "Pre-Execution Tasks",
     "States": {
-        "Run Pre-Execution Validation Query": {
-            "Type": "Task",
-            "Resource": "${ExecuteValidationQueriesFunctionArn}",
-            "ResultPath": "$.validations.queries.pre",
-            "Next": "Run Pre-Execution Backup",
+        "Pre-Execution Tasks": {
+            "Type": "Parallel",
+            "OutputPath": "$.[0]",
+            "Next": "Update Status -> BUILD_IN_PROGRESS",
             "Catch": [
                 {
                     "ErrorEquals": [
                         "States.ALL"
                     ],
-                    "Next": "Report Failure"
+                    "Next": "Handle Error"
                 }
-            ]
-        },
-        "Run Pre-Execution Backup": {
-            "Type": "Task",
-            "Resource": "${InvokeBackupScriptFunctionArn}",
-            "ResultPath": "$.backups.pre",
-            "Next": "Get Execution State",
-            "Catch": [
+            ],
+            "Branches": [
                 {
-                    "ErrorEquals": [
-                        "States.ALL"
-                    ],
-                    "Next": "Report Failure"
+                    "StartAt": "Run Pre-Execution Validation Query",
+                    "States": {
+                        "Run Pre-Execution Validation Query": {
+                            "Type": "Task",
+                            "Resource": "${ExecuteValidationQueriesFunctionArn}",
+                            "ResultPath": "$.validations.queries.pre",
+                            "Next": "Run Pre-Execution Backup"
+                        },
+                        "Run Pre-Execution Backup": {
+                            "Type": "Task",
+                            "Resource": "${InvokeBackupScriptFunctionArn}",
+                            "ResultPath": "$.backups.pre",
+                            "Next": "Get Execution State"
+                        },
+                        "Get Execution State": {
+                            "Type": "Task",
+                            "Resource": "${GetExecutionStateFunctionArn}",
+                            "ResultPath": "$.state",
+                            "End": true
+                        }
+                    }
                 }
             ]
         },
-        "Get Execution State": {
-            "Type": "Task",
-            "Resource": "${GetExecutionStateFunctionArn}",
-            "ResultPath": "$.state",
-            "Next": "Build Stage",
-            "Catch": [
-                {
-                    "ErrorEquals": [
-                        "States.ALL"
-                    ],
-                    "Next": "Report Failure"
-                }
-            ]
+        "Update Status -> BUILD_IN_PROGRESS": {
+            "Type": "Pass",
+            "Result": {
+                "status": "BUILD_IN_PROGRESS"
+            },
+            "ResultPath": "$.state.execution",
+            "Next": "Build Stage"
         },
         "Build Stage": {
             "Type": "Parallel",
@@ -52,14 +56,14 @@
                     "ErrorEquals": [
                         "States.ALL"
                     ],
-                    "Next": "Report Failure"
+                    "Next": "Handle Error"
                 }
             ],
             "Branches": [
                 {
-                    "StartAt": "Update Execution State - IN_PROGRESS",
+                    "StartAt": "Sync State -> BUILD_IN_PROGRESS",
                     "States": {
-                        "Update Execution State - IN_PROGRESS": {
+                        "Sync State -> BUILD_IN_PROGRESS": {
                             "Type": "Task",
                             "Resource": "arn:aws:states:::dynamodb:updateItem",
                             "ResultPath": null,
@@ -80,7 +84,7 @@
                                         "S.$": "$$.Execution.StartTime"
                                     },
                                     ":status": {
-                                        "S": "IN_PROGRESS"
+                                        "S": "$.state.execution.status"
                                     },
                                     ":align": {
                                         "BOOL.$": "$.input.input_parameters.align"
@@ -173,15 +177,67 @@
                                 {
                                     "Variable": "$.validations.build_outputs.is_valid_build",
                                     "BooleanEquals": true,
-                                    "Next": "Pass Build"
+                                    "Next": "Update Status -> BUILD_SUCCESS"
                                 }
                             ],
-                            "Default": "Fail Build"
+                            "Default": "Update Status -> BUILD_FAILURE"
                         },
-                        "Pass Build": {
+                        "Update Status -> BUILD_SUCCESS": {
                             "Type": "Pass",
+                            "Result": {
+                                "status": "BUILD_SUCCESS"
+                            },
+                            "ResultPath": "$.state.execution",
+                            "Next": "Sync State -> BUILD_SUCCESS"
+                        },
+                        "Sync State -> BUILD_SUCCESS": {
+                            "Type": "Task",
+                            "Resource": "arn:aws:states:::dynamodb:updateItem",
                             "ResultPath": null,
-                            "End": true
+                            "End": true,
+                            "Parameters": {
+                                "TableName": "${GfeDbExecutionStateTable}",
+                                "Key": {
+                                    "commit__sha": {
+                                        "S.$": "$.input.commit_sha"
+                                    },
+                                    "execution__version": {
+                                        "N.$": "States.Format('{}', $.input.version)"
+                                    }
+                                },
+                                "UpdateExpression": "SET execution__date_utc = :execution_date_utc, execution__status = :status, execution__input_parameters__align = :align, execution__input_parameters__kir = :kir, execution__input_parameters__mem_profile = :mem_profile, execution__input_parameters__limit = :limit, updated_utc = :updated_utc",
+                                "ExpressionAttributeValues": {
+                                    ":execution_date_utc": {
+                                        "S.$": "$$.Execution.StartTime"
+                                    },
+                                    ":status": {
+                                        "S": "$.state.execution.status"
+                                    },
+                                    ":align": {
+                                        "BOOL.$": "$.input.input_parameters.align"
+                                    },
+                                    ":kir": {
+                                        "BOOL.$": "$.input.input_parameters.kir"
+                                    },
+                                    ":mem_profile": {
+                                        "BOOL.$": "$.input.input_parameters.mem_profile"
+                                    },
+                                    ":limit": {
+                                        "N.$": "States.Format('{}', $.input.input_parameters.limit)"
+                                    },
+                                    ":updated_utc": {
+                                        "S.$": "$$.State.EnteredTime"
+                                    }
+                                }
+                            }
+                        },
+                        "Update Status -> BUILD_FAILURE": {
+                            "Type": "Pass",
+                            "Result": {
+                                "status": "BUILD_FAILURE"
+                            },
+                            "ResultPath": "$.state.execution",
+                            "Next": "Fail Build"
                         },
                         "Fail Build": {
                             "Type": "Fail",
@@ -192,15 +248,32 @@
                 }
             ]
         },
-        "Report Failure": {
+        "Skip Load?": {
+            "Type": "Choice",
+            "Choices": [
+                {
+                    "Variable": "$.input.input_parameters.skip_load",
+                    "BooleanEquals": true,
+                    "Next": "Handle Skipped Load"
+                }
+            ],
+            "Default": "Update Status -> LOAD_IN_PROGRESS"
+        },
+        "Handle Skipped Load": {
             "Type": "Parallel",
-            "Next": "Pipeline Failure",
-            "InputPath": "$$.Execution.Input",
             "Branches": [
                 {
-                    "StartAt": "Update Execution State - FAILED",
+                    "StartAt": "Update Status -> LOAD_SKIPPED",
                     "States": {
-                        "Update Execution State - FAILED": {
+                        "Update Status -> LOAD_SKIPPED": {
+                            "Type": "Pass",
+                            "Result": {
+                                "status": "LOAD_SKIPPED"
+                            },
+                            "ResultPath": "$.state.execution",
+                            "Next": "Sync State -> LOAD_SKIPPED"
+                        },
+                        "Sync State -> LOAD_SKIPPED": {
                             "Type": "Task",
                             "Resource": "arn:aws:states:::dynamodb:updateItem",
                             "ResultPath": null,
@@ -215,10 +288,25 @@
                                         "N.$": "States.Format('{}', $.input.version)"
                                     }
                                 },
-                                "UpdateExpression": "SET execution__status = :status, updated_utc = :updated_utc",
+                                "UpdateExpression": "SET execution__date_utc = :execution_date_utc, execution__status = :status, execution__input_parameters__align = :align, execution__input_parameters__kir = :kir, execution__input_parameters__mem_profile = :mem_profile, execution__input_parameters__limit = :limit, updated_utc = :updated_utc",
                                 "ExpressionAttributeValues": {
+                                    ":execution_date_utc": {
+                                        "S.$": "$$.Execution.StartTime"
+                                    },
                                     ":status": {
-                                        "S": "FAILED"
+                                        "S": "$.state.execution.status"
+                                    },
+                                    ":align": {
+                                        "BOOL.$": "$.input.input_parameters.align"
+                                    },
+                                    ":kir": {
+                                        "BOOL.$": "$.input.input_parameters.kir"
+                                    },
+                                    ":mem_profile": {
+                                        "BOOL.$": "$.input.input_parameters.mem_profile"
+                                    },
+                                    ":limit": {
+                                        "N.$": "States.Format('{}', $.input.input_parameters.limit)"
                                     },
                                     ":updated_utc": {
                                         "S.$": "$$.State.EnteredTime"
@@ -227,45 +315,17 @@
                             }
                         }
                     }
-                },
-                {
-                    "StartAt": "Publish Failure",
-                    "States": {
-                        "Publish Failure": {
-                            "Type": "Task",
-                            "Resource": "arn:aws:states:::sns:publish",
-                            "Parameters": {
-                                "TopicArn": "${GfeDbExecutionResultTopicArn}",
-                                "Message": {
-                                    "result": "FAILED",
-                                    "input_parameters.$": "$"
-                                }
-                            },
-                            "End": true
-                        }
-                    }
-                }
-            ]
-        },
-        "Pipeline Failure": {
-            "Type": "Fail",
-            "Error": "ExecutionFailed"
-        },
-        "Skip Load?": {
-            "Type": "Choice",
-            "Choices": [
-                {
-                    "Variable": "$.input.input_parameters.skip_load",
-                    "BooleanEquals": true,
-                    "Next": "Load Skipped"
                 }
             ],
-            "Default": "Load Stage"
+            "Next": "Publish Result"
         },
-        "Load Skipped": {
+        "Update Status -> LOAD_IN_PROGRESS": {
             "Type": "Pass",
-            "ResultPath": null,
-            "End": true
+            "Result": {
+                "status": "LOAD_IN_PROGRESS"
+            },
+            "ResultPath": "$.state.execution",
+            "Next": "Load Stage"
         },
         "Load Stage": {
             "Type": "Parallel",
@@ -276,10 +336,56 @@
                     "ErrorEquals": [
                         "States.ALL"
                     ],
-                    "Next": "Report Failure"
+                    "Next": "Handle Error"
                 }
             ],
             "Branches": [
+                {
+                    "StartAt": "Sync State -> LOAD_IN_PROGRESS",
+                    "States": {
+                        "Sync State -> LOAD_IN_PROGRESS": {
+                            "Type": "Task",
+                            "Resource": "arn:aws:states:::dynamodb:updateItem",
+                            "ResultPath": null,
+                            "End": true,
+                            "Parameters": {
+                                "TableName": "${GfeDbExecutionStateTable}",
+                                "Key": {
+                                    "commit__sha": {
+                                        "S.$": "$.input.commit_sha"
+                                    },
+                                    "execution__version": {
+                                        "N.$": "States.Format('{}', $.input.version)"
+                                    }
+                                },
+                                "UpdateExpression": "SET execution__date_utc = :execution_date_utc, execution__status = :status, execution__input_parameters__align = :align, execution__input_parameters__kir = :kir, execution__input_parameters__mem_profile = :mem_profile, execution__input_parameters__limit = :limit, updated_utc = :updated_utc",
+                                "ExpressionAttributeValues": {
+                                    ":execution_date_utc": {
+                                        "S.$": "$$.Execution.StartTime"
+                                    },
+                                    ":status": {
+                                        "S": "$.state.execution.status"
+                                    },
+                                    ":align": {
+                                        "BOOL.$": "$.input.input_parameters.align"
+                                    },
+                                    ":kir": {
+                                        "BOOL.$": "$.input.input_parameters.kir"
+                                    },
+                                    ":mem_profile": {
+                                        "BOOL.$": "$.input.input_parameters.mem_profile"
+                                    },
+                                    ":limit": {
+                                        "N.$": "States.Format('{}', $.input.input_parameters.limit)"
+                                    },
+                                    ":updated_utc": {
+                                        "S.$": "$$.State.EnteredTime"
+                                    }
+                                }
+                            }
+                        }
+                    }
+                },
                 {
                     "StartAt": "Execute Load Query",
                     "States": {
@@ -318,56 +424,20 @@
                                 {
                                     "Variable": "$.validations.load_results.is_load_successful.value",
                                     "BooleanEquals": true,
-                                    "Next": "Pass Load"
+                                    "Next": "Update Status -> LOAD_SUCCESS"
                                 }
                             ],
-                            "Default": "Fail Load"
+                            "Default": "Update Status -> LOAD_FAILED"
                         },
-                        "Pass Load": {
+                        "Update Status -> LOAD_SUCCESS": {
                             "Type": "Pass",
-                            "ResultPath": null,
-                            "End": true
+                            "Result": {
+                                "status": "LOAD_SUCCESS"
+                            },
+                            "ResultPath": "$.state.execution",
+                            "Next": "Sync State -> LOAD_SUCCESS"
                         },
-                        "Fail Load": {
-                            "Type": "Fail",
-                            "Error": "LoadFailed",
-                            "Cause": "Post-execution validation queries do not match expected values"
-                        }
-                    }
-                }
-            ]
-        },
-        "Run Backup": {
-            "Type": "Task",
-            "Resource": "${InvokeBackupScriptFunctionArn}",
-            "ResultPath": "$.backups.post",
-            "Next": "Report Success",
-            "Catch": [
-                {
-                    "ErrorEquals": [
-                        "States.ALL"
-                    ],
-                    "Next": "Report Failure"
-                }
-            ]
-        },
-        "Report Success": {
-            "Type": "Parallel",
-            "Next": "Pipeline Success",
-            "ResultPath": null,
-            "Catch": [
-                {
-                    "ErrorEquals": [
-                        "States.ALL"
-                    ],
-                    "Next": "Report Failure"
-                }
-            ],
-            "Branches": [
-                {
-                    "StartAt": "Update Execution State - SUCCESS",
-                    "States": {
-                        "Update Execution State - SUCCESS": {
+                        "Sync State -> LOAD_SUCCESS": {
                             "Type": "Task",
                             "Resource": "arn:aws:states:::dynamodb:updateItem",
                             "ResultPath": null,
@@ -382,39 +452,92 @@
                                         "N.$": "States.Format('{}', $.input.version)"
                                     }
                                 },
-                                "UpdateExpression": "SET execution__status = :status, updated_utc = :updated_utc",
+                                "UpdateExpression": "SET execution__date_utc = :execution_date_utc, execution__status = :status, execution__input_parameters__align = :align, execution__input_parameters__kir = :kir, execution__input_parameters__mem_profile = :mem_profile, execution__input_parameters__limit = :limit, updated_utc = :updated_utc",
                                 "ExpressionAttributeValues": {
+                                    ":execution_date_utc": {
+                                        "S.$": "$$.Execution.StartTime"
+                                    },
                                     ":status": {
-                                        "S": "SUCCESS"
+                                        "S": "$.state.execution.status"
+                                    },
+                                    ":align": {
+                                        "BOOL.$": "$.input.input_parameters.align"
+                                    },
+                                    ":kir": {
+                                        "BOOL.$": "$.input.input_parameters.kir"
+                                    },
+                                    ":mem_profile": {
+                                        "BOOL.$": "$.input.input_parameters.mem_profile"
+                                    },
+                                    ":limit": {
+                                        "N.$": "States.Format('{}', $.input.input_parameters.limit)"
                                     },
                                     ":updated_utc": {
                                         "S.$": "$$.State.EnteredTime"
                                     }
                                 }
                             }
-                        }
-                    }
-                },
-                {
-                    "StartAt": "Publish Success",
-                    "States": {
-                        "Publish Success": {
-                            "Type": "Task",
-                            "Resource": "arn:aws:states:::sns:publish",
-                            "ResultPath": null,
-                            "Parameters": {
-                                "TopicArn": "${GfeDbExecutionResultTopicArn}",
-                                "Message": {
-                                    "result": "SUCCESS",
-                                    "input_parameters.$": "$"
-                                }
+                        },
+                        "Update Status -> LOAD_FAILED": {
+                            "Type": "Pass",
+                            "Result": {
+                                "status": "LOAD_FAILED"
                             },
-                            "End": true
+                            "ResultPath": "$.state.execution",
+                            "Next": "Fail Load"
+                        },
+                        "Fail Load": {
+                            "Type": "Fail",
+                            "Error": "LoadFailed",
+                            "Cause": "Post-execution validation queries do not match expected values"
                         }
                     }
                 }
             ]
         },
+        "Run Backup": {
+            "Type": "Task",
+            "Resource": "${InvokeBackupScriptFunctionArn}",
+            "ResultPath": "$.backups.post",
+            "Next": "Publish Result"
+        },
+        "Handle Error": {
+            "Type": "Pass",
+            "Next": "Publish Result"
+        },
+        "Publish Result": {
+            "Type": "Task",
+            "Resource": "arn:aws:states:::sns:publish",
+            "ResultPath": null,
+            "Parameters": {
+                "TopicArn": "${GfeDbExecutionResultTopicArn}",
+                "Message": {
+                    "result": "SUCCESS",
+                    "input_parameters.$": "$"
+                }
+            },
+            "Next": "Success or Failure?"
+        },
+        "Success or Failure?": {
+            "Type": "Choice",
+            "Choices": [
+                {
+                    "Variable": "$.state.execution.status",
+                    "StringEquals": "BUILD_SUCCESS",
+                    "Next": "Pipeline Success"
+                },
+                {
+                    "Variable": "$.state.execution.status",
+                    "StringEquals": "LOAD_SUCCESS",
+                    "Next": "Pipeline Success"
+                }
+            ],
+            "Default": "Pipeline Failure"
+        },
+        "Pipeline Failure": {
+            "Type": "Fail",
+            "Error": "ExecutionFailed"
+        },
         "Pipeline Success": {
             "Type": "Succeed"
         }

From 4e82dc3a7e4daf4e9a50ae0141f06c421a56c338 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 5 Jan 2024 11:32:19 -0800
Subject: [PATCH 222/367] fix status paths

---
 .../statemachines/update-pipeline.asl.json    | 63 ++++++++-----------
 gfe-db/pipeline/template.yaml                 |  2 +
 2 files changed, 27 insertions(+), 38 deletions(-)

diff --git a/gfe-db/pipeline/statemachines/update-pipeline.asl.json b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
index 16d8d819..f72cb2c9 100644
--- a/gfe-db/pipeline/statemachines/update-pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
@@ -41,10 +41,8 @@
         },
         "Update Status -> BUILD_IN_PROGRESS": {
             "Type": "Pass",
-            "Result": {
-                "status": "BUILD_IN_PROGRESS"
-            },
-            "ResultPath": "$.state.execution",
+            "Result": "BUILD_IN_PROGRESS",
+            "ResultPath": "$.state.execution.status",
             "Next": "Build Stage"
         },
         "Build Stage": {
@@ -84,7 +82,7 @@
                                         "S.$": "$$.Execution.StartTime"
                                     },
                                     ":status": {
-                                        "S": "$.state.execution.status"
+                                        "S.$": "$.state.execution.status"
                                     },
                                     ":align": {
                                         "BOOL.$": "$.input.input_parameters.align"
@@ -157,6 +155,10 @@
                                             "Value.$": "States.JsonToString($)"
                                         }
                                     ]
+                                },
+                                "Tags": {
+                                    "Key": "Name",
+                                    "Value.$": "States.Format('${Stage}-${AppName}-worker-{}', $.input.version)"
                                 }
                             }
                         },
@@ -184,10 +186,8 @@
                         },
                         "Update Status -> BUILD_SUCCESS": {
                             "Type": "Pass",
-                            "Result": {
-                                "status": "BUILD_SUCCESS"
-                            },
-                            "ResultPath": "$.state.execution",
+                            "Result": "BUILD_SUCCESS",
+                            "ResultPath": "$.state.execution.status",
                             "Next": "Sync State -> BUILD_SUCCESS"
                         },
                         "Sync State -> BUILD_SUCCESS": {
@@ -211,7 +211,7 @@
                                         "S.$": "$$.Execution.StartTime"
                                     },
                                     ":status": {
-                                        "S": "$.state.execution.status"
+                                        "S.$": "$.state.execution.status"
                                     },
                                     ":align": {
                                         "BOOL.$": "$.input.input_parameters.align"
@@ -233,10 +233,8 @@
                         },
                         "Update Status -> BUILD_FAILURE": {
                             "Type": "Pass",
-                            "Result": {
-                                "status": "BUILD_FAILURE"
-                            },
-                            "ResultPath": "$.state.execution",
+                            "Result": "BUILD_FAILURE",
+                            "ResultPath": "$.state.execution.status",
                             "Next": "Fail Build"
                         },
                         "Fail Build": {
@@ -267,10 +265,8 @@
                     "States": {
                         "Update Status -> LOAD_SKIPPED": {
                             "Type": "Pass",
-                            "Result": {
-                                "status": "LOAD_SKIPPED"
-                            },
-                            "ResultPath": "$.state.execution",
+                            "Result": "LOAD_SKIPPED",
+                            "ResultPath": "$.state.execution.status",
                             "Next": "Sync State -> LOAD_SKIPPED"
                         },
                         "Sync State -> LOAD_SKIPPED": {
@@ -294,7 +290,7 @@
                                         "S.$": "$$.Execution.StartTime"
                                     },
                                     ":status": {
-                                        "S": "$.state.execution.status"
+                                        "S.$": "$.state.execution.status"
                                     },
                                     ":align": {
                                         "BOOL.$": "$.input.input_parameters.align"
@@ -321,15 +317,13 @@
         },
         "Update Status -> LOAD_IN_PROGRESS": {
             "Type": "Pass",
-            "Result": {
-                "status": "LOAD_IN_PROGRESS"
-            },
-            "ResultPath": "$.state.execution",
+            "Result": "LOAD_IN_PROGRESS",
+            "ResultPath": "$.state.execution.status",
             "Next": "Load Stage"
         },
         "Load Stage": {
             "Type": "Parallel",
-            "OutputPath": "$.[1]",
+            "OutputPath": "$.[2]",
             "Next": "Run Backup",
             "Catch": [
                 {
@@ -364,7 +358,7 @@
                                         "S.$": "$$.Execution.StartTime"
                                     },
                                     ":status": {
-                                        "S": "$.state.execution.status"
+                                        "S.$": "$.state.execution.status"
                                     },
                                     ":align": {
                                         "BOOL.$": "$.input.input_parameters.align"
@@ -431,10 +425,8 @@
                         },
                         "Update Status -> LOAD_SUCCESS": {
                             "Type": "Pass",
-                            "Result": {
-                                "status": "LOAD_SUCCESS"
-                            },
-                            "ResultPath": "$.state.execution",
+                            "Result": "LOAD_SUCCESS",
+                            "ResultPath": "$.state.execution.status",
                             "Next": "Sync State -> LOAD_SUCCESS"
                         },
                         "Sync State -> LOAD_SUCCESS": {
@@ -458,7 +450,7 @@
                                         "S.$": "$$.Execution.StartTime"
                                     },
                                     ":status": {
-                                        "S": "$.state.execution.status"
+                                        "S.$": "$.state.execution.status"
                                     },
                                     ":align": {
                                         "BOOL.$": "$.input.input_parameters.align"
@@ -480,10 +472,8 @@
                         },
                         "Update Status -> LOAD_FAILED": {
                             "Type": "Pass",
-                            "Result": {
-                                "status": "LOAD_FAILED"
-                            },
-                            "ResultPath": "$.state.execution",
+                            "Result": "LOAD_FAILED",
+                            "ResultPath": "$.state.execution.status",
                             "Next": "Fail Load"
                         },
                         "Fail Load": {
@@ -511,10 +501,7 @@
             "ResultPath": null,
             "Parameters": {
                 "TopicArn": "${GfeDbExecutionResultTopicArn}",
-                "Message": {
-                    "result": "SUCCESS",
-                    "input_parameters.$": "$"
-                }
+                "Message.$": "$"
             },
             "Next": "Success or Failure?"
         },
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index ed3ab69d..a5d35119 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -717,6 +717,7 @@ Resources:
     Type: AWS::Serverless::StateMachine
     Properties:
       DefinitionSubstitutions:
+        Stage: !Ref Stage
         AppName: !Ref AppName
         InvokeBackupScriptFunctionArn: !GetAtt InvokeBackupScriptFunction.Arn
         GfeDbExecutionStateTable: !Ref GfeDbExecutionStateTable
@@ -773,6 +774,7 @@ Resources:
                 - batch:SubmitJob
                 - batch:DescribeJobs
                 - batch:TerminateJob
+                - batch:TagResource
               Resource: "*"
             - Effect: Allow
               Action:

From 2e413f4bb153dc44503d4b4580e27fc204c93c4f Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 5 Jan 2024 12:25:57 -0800
Subject: [PATCH 223/367] handle build and load errors in state machine

---
 .../functions/evaluate_query_results/app.py   | 12 +++++++++++
 .../statemachines/update-pipeline.asl.json    | 21 +++++++------------
 2 files changed, 20 insertions(+), 13 deletions(-)

diff --git a/gfe-db/pipeline/functions/evaluate_query_results/app.py b/gfe-db/pipeline/functions/evaluate_query_results/app.py
index cd76730d..ae90504f 100644
--- a/gfe-db/pipeline/functions/evaluate_query_results/app.py
+++ b/gfe-db/pipeline/functions/evaluate_query_results/app.py
@@ -23,20 +23,29 @@ def lambda_handler(event, context):
     release_version = event['input']['version']
     query_results = event['validations']['queries']
 
+    # Initialize errors array
+    errors = []
+
     # Release has been added to the database
     unique_releases_in_db_pre_load = sorted([ int(item['release_version']) for item in query_results['pre']['has_ipd_allele_release_counts'] ])
     unique_releases_in_db_post_load = sorted([ int(item['release_version']) for item in query_results['post']['has_ipd_allele_release_counts'] ])
     is_release_version_loaded = set(unique_releases_in_db_post_load) - set(unique_releases_in_db_pre_load) == set([int(release_version)])
+    if not is_release_version_loaded:
+        errors.append("Release version not loaded")
 
     # Number of nodes in the database has increased
     node_counts_pre_load = sum(sorted([ item['count'] for item in query_results['pre']['node_counts'] ]))
     node_counts_post_load = sum(sorted([ item['count'] for item in query_results['post']['node_counts'] ]))
     have_node_counts_increased = node_counts_post_load > node_counts_pre_load
+    if not have_node_counts_increased:
+        errors.append("Node count has not increased")
 
     # Number of unique release versions in the database has increased by one
     num_unique_releases_in_db_post_load = len(unique_releases_in_db_post_load)
     num_unique_releases_in_db_pre_load = len(unique_releases_in_db_pre_load)
     has_unique_release_count_increased_by_1 = num_unique_releases_in_db_post_load == num_unique_releases_in_db_pre_load + 1
+    if not has_unique_release_count_increased_by_1:
+        errors.append("Unique release count has not increased by 1")
 
     is_load_successful = (
         is_release_version_loaded
@@ -73,6 +82,9 @@ def lambda_handler(event, context):
         }
     }
 
+    if errors:
+        payload["errors"] = errors
+
     logger.info(json.dumps(payload))
 
     return payload
diff --git a/gfe-db/pipeline/statemachines/update-pipeline.asl.json b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
index f72cb2c9..ab9e2c56 100644
--- a/gfe-db/pipeline/statemachines/update-pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
@@ -239,8 +239,8 @@
                         },
                         "Fail Build": {
                             "Type": "Fail",
-                            "Error": "BuildFailed",
-                            "Cause": "No valid build was generated"
+                            "ErrorPath": "States.JsonToString($.validations.build_outputs.errors)",
+                            "CausePath": "States.JsonToString($)"
                         }
                     }
                 }
@@ -478,8 +478,8 @@
                         },
                         "Fail Load": {
                             "Type": "Fail",
-                            "Error": "LoadFailed",
-                            "Cause": "Post-execution validation queries do not match expected values"
+                            "ErrorPath": "States.JsonToString($.validations.load_results.errors)",
+                            "CausePath": "States.JsonToString($)"
                         }
                     }
                 }
@@ -509,17 +509,12 @@
             "Type": "Choice",
             "Choices": [
                 {
-                    "Variable": "$.state.execution.status",
-                    "StringEquals": "BUILD_SUCCESS",
-                    "Next": "Pipeline Success"
-                },
-                {
-                    "Variable": "$.state.execution.status",
-                    "StringEquals": "LOAD_SUCCESS",
-                    "Next": "Pipeline Success"
+                    "Variable": "$.Error",
+                    "IsPresent": true,
+                    "Next": "Pipeline Failure"
                 }
             ],
-            "Default": "Pipeline Failure"
+            "Default": "Pipeline Success"
         },
         "Pipeline Failure": {
             "Type": "Fail",

From b9a73504aa54bc4e1592c7b7611e7983fe0bf86f Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 6 Jan 2024 11:58:56 -0800
Subject: [PATCH 224/367] update error handling in state machine

---
 .../functions/evaluate_query_results/app.py   |  3 ++-
 .../execute_validation_queries/app.py         |  3 +++
 .../statemachines/update-pipeline.asl.json    | 21 +++++++++++++++++--
 gfe-db/pipeline/template.yaml                 |  1 +
 4 files changed, 25 insertions(+), 3 deletions(-)

diff --git a/gfe-db/pipeline/functions/evaluate_query_results/app.py b/gfe-db/pipeline/functions/evaluate_query_results/app.py
index ae90504f..42c1edb7 100644
--- a/gfe-db/pipeline/functions/evaluate_query_results/app.py
+++ b/gfe-db/pipeline/functions/evaluate_query_results/app.py
@@ -29,7 +29,8 @@ def lambda_handler(event, context):
     # Release has been added to the database
     unique_releases_in_db_pre_load = sorted([ int(item['release_version']) for item in query_results['pre']['has_ipd_allele_release_counts'] ])
     unique_releases_in_db_post_load = sorted([ int(item['release_version']) for item in query_results['post']['has_ipd_allele_release_counts'] ])
-    is_release_version_loaded = set(unique_releases_in_db_post_load) - set(unique_releases_in_db_pre_load) == set([int(release_version)])
+    # is_release_version_loaded = set(unique_releases_in_db_post_load) - set(unique_releases_in_db_pre_load) == set([int(release_version)]) or \
+    is_release_version_loaded = release_version in unique_releases_in_db_post_load
     if not is_release_version_loaded:
         errors.append("Release version not loaded")
 
diff --git a/gfe-db/pipeline/functions/execute_validation_queries/app.py b/gfe-db/pipeline/functions/execute_validation_queries/app.py
index 3afd08d9..7ddd596a 100644
--- a/gfe-db/pipeline/functions/execute_validation_queries/app.py
+++ b/gfe-db/pipeline/functions/execute_validation_queries/app.py
@@ -36,6 +36,9 @@ def lambda_handler(event, context):
 
     logger.info(json.dumps(event))
 
+    # # TODO TESTING STATE MACHINE ERROR HANDLING
+    # raise Exception(f"Test Error from {context.function_name}")
+
     with graphdb as driver:
 
         # node counts
diff --git a/gfe-db/pipeline/statemachines/update-pipeline.asl.json b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
index ab9e2c56..e708709e 100644
--- a/gfe-db/pipeline/statemachines/update-pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
@@ -259,6 +259,14 @@
         },
         "Handle Skipped Load": {
             "Type": "Parallel",
+            "Catch": [
+                {
+                    "ErrorEquals": [
+                        "States.ALL"
+                    ],
+                    "Next": "Handle Error"
+                }
+            ],
             "Branches": [
                 {
                     "StartAt": "Update Status -> LOAD_SKIPPED",
@@ -489,7 +497,15 @@
             "Type": "Task",
             "Resource": "${InvokeBackupScriptFunctionArn}",
             "ResultPath": "$.backups.post",
-            "Next": "Publish Result"
+            "Next": "Publish Result",
+            "Catch": [
+                {
+                    "ErrorEquals": [
+                        "States.ALL"
+                    ],
+                    "Next": "Handle Error"
+                }
+            ]
         },
         "Handle Error": {
             "Type": "Pass",
@@ -518,7 +534,8 @@
         },
         "Pipeline Failure": {
             "Type": "Fail",
-            "Error": "ExecutionFailed"
+            "ErrorPath": "$.Error",
+            "CausePath": "$.Cause"
         },
         "Pipeline Success": {
             "Type": "Succeed"
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index a5d35119..31857069 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -551,6 +551,7 @@ Resources:
               Action:
                 - ssm:SendCommand
                 - ssm:GetDocument
+              # TODO tighten permissions
               Resource:
                 - !Sub arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:document/${Stage}-${AppName}-database-Neo4jBackupDocument*
                 - !Sub arn:${AWS::Partition}:ec2:${AWS::Region}:${AWS::AccountId}:instance/*

From 3058ce1e0cbe71b7b7dd79e0ba8c6b3cb6435975 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 6 Jan 2024 17:25:42 -0800
Subject: [PATCH 225/367] add error fields to state table model

---
 .../lambda_layers/gfe_db_models/gfedbmodels/types.py  | 11 +++++++++++
 gfe-db/pipeline/template.yaml                         |  2 ++
 2 files changed, 13 insertions(+)

diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
index d49102a2..798d5069 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
@@ -16,6 +16,8 @@
 LOAD_IN_PROGRESS: load started (set by State Machine) ✅
 LOAD_SUCCESS: load succeeded (set by State Machine) ✅
 LOAD_SKIPPED: load skipped (set by State Machine) ✅
+LOAD_FAILED: load failed (set by State Machine) ✅
+BUILD_FAILED: build failed (set by State Machine) ✅
 FAILED: build or load failed (set by State Machine) ✅
 """
 
@@ -25,8 +27,10 @@ class ExecutionStatus(str, Enum):
     PENDING = "PENDING"
     BUILD_IN_PROGRESS = "BUILD_IN_PROGRESS"
     BUILD_SUCCESS = "BUILD_SUCCESS"
+    BUILD_FAILED = "BUILD_FAILED"
     LOAD_IN_PROGRESS = "LOAD_IN_PROGRESS"
     LOAD_SUCCESS = "LOAD_SUCCESS"
+    LOAD_FAILED = "LOAD_FAILED"
     LOAD_SKIPPED = "LOAD_SKIPPED"
     FAILED = "FAILED"
 
@@ -212,12 +216,19 @@ def date_utc_is_iso_8601_with_timezone(cls, v):
         return date_is_iso_8601_with_timezone(v)
 
 
+# Uses similar schema from Step Functions Fail state
+class ExecutionError(BaseModel):
+    message: str
+    cause: str
+
+# One item in the ExecutionState table
 class ExecutionStateItem(BaseModel):
     created_utc: str
     updated_utc: Optional[str] = None  # TODO make required once fully implemented
     repository: RepositoryConfig
     commit: Commit
     execution: ExecutionDetailsConfig
+    error: Optional[ExecutionError] = None
     s3_path: Optional[str] = None
 
     @classmethod
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 31857069..e7b590e4 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -115,6 +115,8 @@ Resources:
             "repository.name",
             "repository.owner",
             "repository.url",
+            "error.message",
+            "error.cause",
             "created_utc",
             "updated_utc"
         ]

From 8be47e612adf9d60ad70bb4b0de1da9ea8f98444 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 6 Jan 2024 17:27:12 -0800
Subject: [PATCH 226/367] sync error status to state table

---
 Makefile                                      |  10 +-
 README.md                                     |   2 +-
 .../statemachines/update-pipeline.asl.json    | 201 ++++++++++++++++--
 3 files changed, 186 insertions(+), 27 deletions(-)

diff --git a/Makefile b/Makefile
index 1f2c7674..f16c54f6 100644
--- a/Makefile
+++ b/Makefile
@@ -454,7 +454,7 @@ endif
 pipeline.deploy:
 	$(MAKE) -C ${APP_NAME}/pipeline/ service.deploy
 
-pipeline.service.deploy:
+pipeline.service.update:
 	$(MAKE) -C ${APP_NAME}/pipeline/ service.functions.deploy
 
 pipeline.jobs.deploy:
@@ -628,9 +628,6 @@ database.delete:
 pipeline.delete:
 	$(MAKE) -C ${APP_NAME}/pipeline/ service.delete
 
-pipeline.service.delete:
-	$(MAKE) -C ${APP_NAME}/pipeline/ service.functions.delete
-
 pipeline.jobs.delete:
 	$(MAKE) -C ${APP_NAME}/pipeline/ service.jobs.delete
 
@@ -917,10 +914,7 @@ define HELP_MESSAGE
 	$ make pipeline.delete
 
 	...::: Update only the pipeline CloudFormation including Lambda functions :::...
-	$ make pipeline.service.deploy
-
-	...::: Delete only the pipeline CloudFormation including Lambda functions :::...
-	$ make pipeline.service.delete
+	$ make pipeline.service.update
 
 	...::: Deploy the pipeline jobs as Docker images to ECR:::...
 	$ make pipeline.jobs.deploy
diff --git a/README.md b/README.md
index 13defe66..d4ff53e0 100755
--- a/README.md
+++ b/README.md
@@ -364,7 +364,7 @@ STAGE=<stage> make database.deploy
 STAGE=<stage> make pipeline.deploy
 
 # Deploy or update only the pipeline serverless stack including the Lambda functions and state machine
-STAGE=<stage> make pipeline.service.deploy
+STAGE=<stage> make pipeline.service.update
 
 # Deploy or update only the Docker image for the build job
 STAGE=<stage> make pipeline.jobs.deploy
diff --git a/gfe-db/pipeline/statemachines/update-pipeline.asl.json b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
index e708709e..0073d1ce 100644
--- a/gfe-db/pipeline/statemachines/update-pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
@@ -70,10 +70,10 @@
                                 "TableName": "${GfeDbExecutionStateTable}",
                                 "Key": {
                                     "commit__sha": {
-                                        "S.$": "$.input.commit_sha"
+                                        "S.$": "$$.Execution.Input.input.commit_sha"
                                     },
                                     "execution__version": {
-                                        "N.$": "States.Format('{}', $.input.version)"
+                                        "N.$": "States.Format('{}', $$.Execution.Input.input.version)"
                                     }
                                 },
                                 "UpdateExpression": "SET execution__date_utc = :execution_date_utc, execution__status = :status, execution__input_parameters__align = :align, execution__input_parameters__kir = :kir, execution__input_parameters__mem_profile = :mem_profile, execution__input_parameters__limit = :limit, updated_utc = :updated_utc",
@@ -199,10 +199,10 @@
                                 "TableName": "${GfeDbExecutionStateTable}",
                                 "Key": {
                                     "commit__sha": {
-                                        "S.$": "$.input.commit_sha"
+                                        "S.$": "$$.Execution.Input.input.commit_sha"
                                     },
                                     "execution__version": {
-                                        "N.$": "States.Format('{}', $.input.version)"
+                                        "N.$": "States.Format('{}', $$.Execution.Input.input.version)"
                                     }
                                 },
                                 "UpdateExpression": "SET execution__date_utc = :execution_date_utc, execution__status = :status, execution__input_parameters__align = :align, execution__input_parameters__kir = :kir, execution__input_parameters__mem_profile = :mem_profile, execution__input_parameters__limit = :limit, updated_utc = :updated_utc",
@@ -235,12 +235,53 @@
                             "Type": "Pass",
                             "Result": "BUILD_FAILURE",
                             "ResultPath": "$.state.execution.status",
-                            "Next": "Fail Build"
+                            "Next": "Sync State -> BUILD_FAILURE"
+                        },
+                        "Sync State -> BUILD_FAILURE": {
+                            "Type": "Task",
+                            "Resource": "arn:aws:states:::dynamodb:updateItem",
+                            "ResultPath": null,
+                            "Next": "Fail Build",
+                            "Parameters": {
+                                "TableName": "${GfeDbExecutionStateTable}",
+                                "Key": {
+                                    "commit__sha": {
+                                        "S.$": "$$.Execution.Input.input.commit_sha"
+                                    },
+                                    "execution__version": {
+                                        "N.$": "States.Format('{}', $$.Execution.Input.input.version)"
+                                    }
+                                },
+                                "UpdateExpression": "SET execution__date_utc = :execution_date_utc, execution__status = :status, execution__input_parameters__align = :align, execution__input_parameters__kir = :kir, execution__input_parameters__mem_profile = :mem_profile, execution__input_parameters__limit = :limit, updated_utc = :updated_utc",
+                                "ExpressionAttributeValues": {
+                                    ":execution_date_utc": {
+                                        "S.$": "$$.Execution.StartTime"
+                                    },
+                                    ":status": {
+                                        "S.$": "$.state.execution.status"
+                                    },
+                                    ":align": {
+                                        "BOOL.$": "$.input.input_parameters.align"
+                                    },
+                                    ":kir": {
+                                        "BOOL.$": "$.input.input_parameters.kir"
+                                    },
+                                    ":mem_profile": {
+                                        "BOOL.$": "$.input.input_parameters.mem_profile"
+                                    },
+                                    ":limit": {
+                                        "N.$": "States.Format('{}', $.input.input_parameters.limit)"
+                                    },
+                                    ":updated_utc": {
+                                        "S.$": "$$.State.EnteredTime"
+                                    }
+                                }
+                            }
                         },
                         "Fail Build": {
                             "Type": "Fail",
-                            "ErrorPath": "States.JsonToString($.validations.build_outputs.errors)",
-                            "CausePath": "States.JsonToString($)"
+                            "Error": "BuildFailed",
+                            "CausePath": "States.JsonToString($.validations.build_outputs.errors)"
                         }
                     }
                 }
@@ -286,10 +327,10 @@
                                 "TableName": "${GfeDbExecutionStateTable}",
                                 "Key": {
                                     "commit__sha": {
-                                        "S.$": "$.input.commit_sha"
+                                        "S.$": "$$.Execution.Input.input.commit_sha"
                                     },
                                     "execution__version": {
-                                        "N.$": "States.Format('{}', $.input.version)"
+                                        "N.$": "States.Format('{}', $$.Execution.Input.input.version)"
                                     }
                                 },
                                 "UpdateExpression": "SET execution__date_utc = :execution_date_utc, execution__status = :status, execution__input_parameters__align = :align, execution__input_parameters__kir = :kir, execution__input_parameters__mem_profile = :mem_profile, execution__input_parameters__limit = :limit, updated_utc = :updated_utc",
@@ -354,10 +395,10 @@
                                 "TableName": "${GfeDbExecutionStateTable}",
                                 "Key": {
                                     "commit__sha": {
-                                        "S.$": "$.input.commit_sha"
+                                        "S.$": "$$.Execution.Input.input.commit_sha"
                                     },
                                     "execution__version": {
-                                        "N.$": "States.Format('{}', $.input.version)"
+                                        "N.$": "States.Format('{}', $$.Execution.Input.input.version)"
                                     }
                                 },
                                 "UpdateExpression": "SET execution__date_utc = :execution_date_utc, execution__status = :status, execution__input_parameters__align = :align, execution__input_parameters__kir = :kir, execution__input_parameters__mem_profile = :mem_profile, execution__input_parameters__limit = :limit, updated_utc = :updated_utc",
@@ -446,10 +487,10 @@
                                 "TableName": "${GfeDbExecutionStateTable}",
                                 "Key": {
                                     "commit__sha": {
-                                        "S.$": "$.input.commit_sha"
+                                        "S.$": "$$.Execution.Input.input.commit_sha"
                                     },
                                     "execution__version": {
-                                        "N.$": "States.Format('{}', $.input.version)"
+                                        "N.$": "States.Format('{}', $$.Execution.Input.input.version)"
                                     }
                                 },
                                 "UpdateExpression": "SET execution__date_utc = :execution_date_utc, execution__status = :status, execution__input_parameters__align = :align, execution__input_parameters__kir = :kir, execution__input_parameters__mem_profile = :mem_profile, execution__input_parameters__limit = :limit, updated_utc = :updated_utc",
@@ -482,12 +523,53 @@
                             "Type": "Pass",
                             "Result": "LOAD_FAILED",
                             "ResultPath": "$.state.execution.status",
-                            "Next": "Fail Load"
+                            "Next": "Sync State -> LOAD_FAILED"
+                        },
+                        "Sync State -> LOAD_FAILED": {
+                            "Type": "Task",
+                            "Resource": "arn:aws:states:::dynamodb:updateItem",
+                            "ResultPath": null,
+                            "Next": "Fail Load",
+                            "Parameters": {
+                                "TableName": "${GfeDbExecutionStateTable}",
+                                "Key": {
+                                    "commit__sha": {
+                                        "S.$": "$$.Execution.Input.input.commit_sha"
+                                    },
+                                    "execution__version": {
+                                        "N.$": "States.Format('{}', $$.Execution.Input.input.version)"
+                                    }
+                                },
+                                "UpdateExpression": "SET execution__date_utc = :execution_date_utc, execution__status = :status, execution__input_parameters__align = :align, execution__input_parameters__kir = :kir, execution__input_parameters__mem_profile = :mem_profile, execution__input_parameters__limit = :limit, updated_utc = :updated_utc",
+                                "ExpressionAttributeValues": {
+                                    ":execution_date_utc": {
+                                        "S.$": "$$.Execution.StartTime"
+                                    },
+                                    ":status": {
+                                        "S.$": "$.state.execution.status"
+                                    },
+                                    ":align": {
+                                        "BOOL.$": "$.input.input_parameters.align"
+                                    },
+                                    ":kir": {
+                                        "BOOL.$": "$.input.input_parameters.kir"
+                                    },
+                                    ":mem_profile": {
+                                        "BOOL.$": "$.input.input_parameters.mem_profile"
+                                    },
+                                    ":limit": {
+                                        "N.$": "States.Format('{}', $.input.input_parameters.limit)"
+                                    },
+                                    ":updated_utc": {
+                                        "S.$": "$$.State.EnteredTime"
+                                    }
+                                }
+                            }
                         },
                         "Fail Load": {
                             "Type": "Fail",
-                            "ErrorPath": "States.JsonToString($.validations.load_results.errors)",
-                            "CausePath": "States.JsonToString($)"
+                            "Error": "LoadFailed",
+                            "CausePath": "States.JsonToString($.validations.load_results.errors)"
                         }
                     }
                 }
@@ -508,8 +590,91 @@
             ]
         },
         "Handle Error": {
-            "Type": "Pass",
-            "Next": "Publish Result"
+            "Type": "Parallel",
+            "OutputPath": "$.[0]",
+            "Next": "Publish Result",
+            "Branches": [
+                {
+                    "StartAt": "Get Current State",
+                    "States": {
+                        "Get Current State": {
+                            "Type": "Task",
+                            "Resource": "${GetExecutionStateFunctionArn}",
+                            "ResultPath": "$.state",
+                            "Parameters": {
+                                "input.$": "$$.Execution.Input.input"
+                            },
+                            "Next": "Is Status Current?"
+                        },
+                        "Is Status Current?": {
+                            "Type": "Choice",
+                            "Choices": [
+                                {
+                                    "Or": [
+                                        {
+                                            "Variable": "$.state.execution.status",
+                                            "StringEquals": "BUILD_FAILED"
+                                        },
+                                        {
+                                            "Variable": "$.state.execution.status",
+                                            "StringEquals": "LOAD_FAILED"
+                                        }
+                                    ],
+                                    "Next": "Sync Failed State"
+                                }
+                            ],
+                            "Default": "Update Status -> FAILED"
+                        },
+                        "Update Status -> FAILED": {
+                            "Type": "Pass",
+                            "Result": "FAILED",
+                            "ResultPath": "$.state.execution.status",
+                            "Next": "Sync Failed State"
+                        },
+                        "Sync Failed State": {
+                            "Type": "Task",
+                            "Resource": "arn:aws:states:::dynamodb:updateItem",
+                            "ResultPath": null,
+                            "Next": "Parse Payload",
+                            "Parameters": {
+                                "TableName": "${GfeDbExecutionStateTable}",
+                                "Key": {
+                                    "commit__sha": {
+                                        "S.$": "$$.Execution.Input.input.commit_sha"
+                                    },
+                                    "execution__version": {
+                                        "N.$": "States.Format('{}', $$.Execution.Input.input.version)"
+                                    }
+                                },
+                                "UpdateExpression": "SET execution__status = :status, updated_utc = :updated_utc, error__message = :error, error__cause = :cause",
+                                "ExpressionAttributeValues": {
+                                    ":status": {
+                                        "S.$": "$.state.execution.status"
+                                    },
+                                    ":updated_utc": {
+                                        "S.$": "$$.State.EnteredTime"
+                                    },
+                                    ":error": {
+                                        "S.$": "$.Error"
+                                    },
+                                    ":cause": {
+                                        "S.$": "$.Cause"
+                                    }
+                                }
+                            }
+                        },
+                        "Parse Payload": {
+                            "Type": "Pass",
+                            "Parameters": {
+                                "Error.$": "$.Error",
+                                "Cause.$": "$.Cause"
+                            },
+                            "OutputPath": "$",
+                            "End": true
+                        }
+                    }
+                }
+            ]
         },
         "Publish Result": {
             "Type": "Task",

From 2f91124670812cabf7d1ea8f8d20d58dce4ebba0 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 6 Jan 2024 18:37:55 -0800
Subject: [PATCH 227/367] reset error and date_utc fields from previous
 executions

---
 .../functions/check_source_update/app.py      | 19 ++++++++++++++-----
 1 file changed, 14 insertions(+), 5 deletions(-)

diff --git a/gfe-db/pipeline/functions/check_source_update/app.py b/gfe-db/pipeline/functions/check_source_update/app.py
index ed0728eb..9fb497f7 100644
--- a/gfe-db/pipeline/functions/check_source_update/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/app.py
@@ -204,9 +204,10 @@ def lambda_handler(event, context):
         # 1b) Mark the older commits for each release as SKIPPED
         skipped_commits = [
             update_execution_state_item(
-            execution_state_item=commit, 
-            status=ExecutionStatus.SKIPPED,
-            timestamp=utc_now)
+                execution_state_item=commit, 
+                status=ExecutionStatus.SKIPPED,
+                timestamp=utc_now
+            )
             for commit in commits_with_releases
             if commit not in pending_commits
         ]
@@ -339,7 +340,15 @@ def update_execution_state_item(
         execution_state_item.execution.s3_path = (
             f"s3://{data_bucket_name}/data/{execution_state_item.execution.version}"
         )
-        execution_state_item.execution.date_utc = timestamp
+
+        # execution.date_utc is updated by the state machine. This is different from created_utc which is set by this function
+        # execution_state_item.execution.date_utc = timestamp
+
+        # Reset error if present from previous executions
+        if execution_state_item.error is not None or execution_state_item.execution.date_utc is not None:
+            execution_state_item.error = None
+            execution_state_item.execution.date_utc = None
+
 
     execution_state_item.updated_utc = timestamp
     return execution_state_item
@@ -348,6 +357,6 @@ def update_execution_state_item(
 if __name__ == "__main__":
     from pathlib import Path
 
-    event = json.loads((Path(__file__).parent / "error-event.json").read_text())
+    event = json.loads((Path(__file__).parent / "user-event.json").read_text())
 
     lambda_handler(event, None)

From a34548a9a8bf474cbd5b3944613f06f86f31f6ea Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 6 Jan 2024 18:39:36 -0800
Subject: [PATCH 228/367] remove unnecessary fields from Sync State states

---
 .../statemachines/update-pipeline.asl.json    | 116 ++----------------
 1 file changed, 7 insertions(+), 109 deletions(-)

diff --git a/gfe-db/pipeline/statemachines/update-pipeline.asl.json b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
index 0073d1ce..89327a93 100644
--- a/gfe-db/pipeline/statemachines/update-pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
@@ -76,7 +76,7 @@
                                         "N.$": "States.Format('{}', $$.Execution.Input.input.version)"
                                     }
                                 },
-                                "UpdateExpression": "SET execution__date_utc = :execution_date_utc, execution__status = :status, execution__input_parameters__align = :align, execution__input_parameters__kir = :kir, execution__input_parameters__mem_profile = :mem_profile, execution__input_parameters__limit = :limit, updated_utc = :updated_utc",
+                                "UpdateExpression": "SET execution__date_utc = :execution_date_utc, execution__status = :status, updated_utc = :updated_utc",
                                 "ExpressionAttributeValues": {
                                     ":execution_date_utc": {
                                         "S.$": "$$.Execution.StartTime"
@@ -84,18 +84,6 @@
                                     ":status": {
                                         "S.$": "$.state.execution.status"
                                     },
-                                    ":align": {
-                                        "BOOL.$": "$.input.input_parameters.align"
-                                    },
-                                    ":kir": {
-                                        "BOOL.$": "$.input.input_parameters.kir"
-                                    },
-                                    ":mem_profile": {
-                                        "BOOL.$": "$.input.input_parameters.mem_profile"
-                                    },
-                                    ":limit": {
-                                        "N.$": "States.Format('{}', $.input.input_parameters.limit)"
-                                    },
                                     ":updated_utc": {
                                         "S.$": "$$.State.EnteredTime"
                                     }
@@ -205,26 +193,11 @@
                                         "N.$": "States.Format('{}', $$.Execution.Input.input.version)"
                                     }
                                 },
-                                "UpdateExpression": "SET execution__date_utc = :execution_date_utc, execution__status = :status, execution__input_parameters__align = :align, execution__input_parameters__kir = :kir, execution__input_parameters__mem_profile = :mem_profile, execution__input_parameters__limit = :limit, updated_utc = :updated_utc",
+                                "UpdateExpression": "SET execution__status = :status, updated_utc = :updated_utc",
                                 "ExpressionAttributeValues": {
-                                    ":execution_date_utc": {
-                                        "S.$": "$$.Execution.StartTime"
-                                    },
                                     ":status": {
                                         "S.$": "$.state.execution.status"
                                     },
-                                    ":align": {
-                                        "BOOL.$": "$.input.input_parameters.align"
-                                    },
-                                    ":kir": {
-                                        "BOOL.$": "$.input.input_parameters.kir"
-                                    },
-                                    ":mem_profile": {
-                                        "BOOL.$": "$.input.input_parameters.mem_profile"
-                                    },
-                                    ":limit": {
-                                        "N.$": "States.Format('{}', $.input.input_parameters.limit)"
-                                    },
                                     ":updated_utc": {
                                         "S.$": "$$.State.EnteredTime"
                                     }
@@ -252,26 +225,11 @@
                                         "N.$": "States.Format('{}', $$.Execution.Input.input.version)"
                                     }
                                 },
-                                "UpdateExpression": "SET execution__date_utc = :execution_date_utc, execution__status = :status, execution__input_parameters__align = :align, execution__input_parameters__kir = :kir, execution__input_parameters__mem_profile = :mem_profile, execution__input_parameters__limit = :limit, updated_utc = :updated_utc",
+                                "UpdateExpression": "SET execution__status = :status, updated_utc = :updated_utc",
                                 "ExpressionAttributeValues": {
-                                    ":execution_date_utc": {
-                                        "S.$": "$$.Execution.StartTime"
-                                    },
                                     ":status": {
                                         "S.$": "$.state.execution.status"
                                     },
-                                    ":align": {
-                                        "BOOL.$": "$.input.input_parameters.align"
-                                    },
-                                    ":kir": {
-                                        "BOOL.$": "$.input.input_parameters.kir"
-                                    },
-                                    ":mem_profile": {
-                                        "BOOL.$": "$.input.input_parameters.mem_profile"
-                                    },
-                                    ":limit": {
-                                        "N.$": "States.Format('{}', $.input.input_parameters.limit)"
-                                    },
                                     ":updated_utc": {
                                         "S.$": "$$.State.EnteredTime"
                                     }
@@ -333,26 +291,11 @@
                                         "N.$": "States.Format('{}', $$.Execution.Input.input.version)"
                                     }
                                 },
-                                "UpdateExpression": "SET execution__date_utc = :execution_date_utc, execution__status = :status, execution__input_parameters__align = :align, execution__input_parameters__kir = :kir, execution__input_parameters__mem_profile = :mem_profile, execution__input_parameters__limit = :limit, updated_utc = :updated_utc",
+                                "UpdateExpression": "SET execution__status = :status, updated_utc = :updated_utc",
                                 "ExpressionAttributeValues": {
-                                    ":execution_date_utc": {
-                                        "S.$": "$$.Execution.StartTime"
-                                    },
                                     ":status": {
                                         "S.$": "$.state.execution.status"
                                     },
-                                    ":align": {
-                                        "BOOL.$": "$.input.input_parameters.align"
-                                    },
-                                    ":kir": {
-                                        "BOOL.$": "$.input.input_parameters.kir"
-                                    },
-                                    ":mem_profile": {
-                                        "BOOL.$": "$.input.input_parameters.mem_profile"
-                                    },
-                                    ":limit": {
-                                        "N.$": "States.Format('{}', $.input.input_parameters.limit)"
-                                    },
                                     ":updated_utc": {
                                         "S.$": "$$.State.EnteredTime"
                                     }
@@ -401,26 +344,11 @@
                                         "N.$": "States.Format('{}', $$.Execution.Input.input.version)"
                                     }
                                 },
-                                "UpdateExpression": "SET execution__date_utc = :execution_date_utc, execution__status = :status, execution__input_parameters__align = :align, execution__input_parameters__kir = :kir, execution__input_parameters__mem_profile = :mem_profile, execution__input_parameters__limit = :limit, updated_utc = :updated_utc",
+                                "UpdateExpression": "SET execution__status = :status, updated_utc = :updated_utc",
                                 "ExpressionAttributeValues": {
-                                    ":execution_date_utc": {
-                                        "S.$": "$$.Execution.StartTime"
-                                    },
                                     ":status": {
                                         "S.$": "$.state.execution.status"
                                     },
-                                    ":align": {
-                                        "BOOL.$": "$.input.input_parameters.align"
-                                    },
-                                    ":kir": {
-                                        "BOOL.$": "$.input.input_parameters.kir"
-                                    },
-                                    ":mem_profile": {
-                                        "BOOL.$": "$.input.input_parameters.mem_profile"
-                                    },
-                                    ":limit": {
-                                        "N.$": "States.Format('{}', $.input.input_parameters.limit)"
-                                    },
                                     ":updated_utc": {
                                         "S.$": "$$.State.EnteredTime"
                                     }
@@ -493,26 +421,11 @@
                                         "N.$": "States.Format('{}', $$.Execution.Input.input.version)"
                                     }
                                 },
-                                "UpdateExpression": "SET execution__date_utc = :execution_date_utc, execution__status = :status, execution__input_parameters__align = :align, execution__input_parameters__kir = :kir, execution__input_parameters__mem_profile = :mem_profile, execution__input_parameters__limit = :limit, updated_utc = :updated_utc",
+                                "UpdateExpression": "SET execution__status = :status, updated_utc = :updated_utc",
                                 "ExpressionAttributeValues": {
-                                    ":execution_date_utc": {
-                                        "S.$": "$$.Execution.StartTime"
-                                    },
                                     ":status": {
                                         "S.$": "$.state.execution.status"
                                     },
-                                    ":align": {
-                                        "BOOL.$": "$.input.input_parameters.align"
-                                    },
-                                    ":kir": {
-                                        "BOOL.$": "$.input.input_parameters.kir"
-                                    },
-                                    ":mem_profile": {
-                                        "BOOL.$": "$.input.input_parameters.mem_profile"
-                                    },
-                                    ":limit": {
-                                        "N.$": "States.Format('{}', $.input.input_parameters.limit)"
-                                    },
                                     ":updated_utc": {
                                         "S.$": "$$.State.EnteredTime"
                                     }
@@ -540,26 +453,11 @@
                                         "N.$": "States.Format('{}', $$.Execution.Input.input.version)"
                                     }
                                 },
-                                "UpdateExpression": "SET execution__date_utc = :execution_date_utc, execution__status = :status, execution__input_parameters__align = :align, execution__input_parameters__kir = :kir, execution__input_parameters__mem_profile = :mem_profile, execution__input_parameters__limit = :limit, updated_utc = :updated_utc",
+                                "UpdateExpression": "SET execution__status = :status, updated_utc = :updated_utc",
                                 "ExpressionAttributeValues": {
-                                    ":execution_date_utc": {
-                                        "S.$": "$$.Execution.StartTime"
-                                    },
                                     ":status": {
                                         "S.$": "$.state.execution.status"
                                     },
-                                    ":align": {
-                                        "BOOL.$": "$.input.input_parameters.align"
-                                    },
-                                    ":kir": {
-                                        "BOOL.$": "$.input.input_parameters.kir"
-                                    },
-                                    ":mem_profile": {
-                                        "BOOL.$": "$.input.input_parameters.mem_profile"
-                                    },
-                                    ":limit": {
-                                        "N.$": "States.Format('{}', $.input.input_parameters.limit)"
-                                    },
                                     ":updated_utc": {
                                         "S.$": "$$.State.EnteredTime"
                                     }

From 780b574e644f07bc35dcc43a346ed49eb32e75bc Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 6 Jan 2024 18:45:30 -0800
Subject: [PATCH 229/367] update Lambda test payloads

---
 .../check_source_update/error-event.json      | 10 +++--
 .../check_source_update/user-event.json       |  7 ++--
 .../functions/get_execution_state/error.json  | 42 ++++++++++++-------
 3 files changed, 38 insertions(+), 21 deletions(-)

diff --git a/gfe-db/pipeline/functions/check_source_update/error-event.json b/gfe-db/pipeline/functions/check_source_update/error-event.json
index e7cf9860..444abcf2 100644
--- a/gfe-db/pipeline/functions/check_source_update/error-event.json
+++ b/gfe-db/pipeline/functions/check_source_update/error-event.json
@@ -1,5 +1,9 @@
 {
-    "key1": "value1",
-    "key2": "value2",
-    "key3": "value3"
+    "align": false,
+    "kir": false,
+    "limit": "1000",
+    "releases": "3540",
+    "mem_profile": false,
+    "use_existing_build": true,
+    "skip_load": false
 }
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/check_source_update/user-event.json b/gfe-db/pipeline/functions/check_source_update/user-event.json
index 030e9116..e7bc710b 100644
--- a/gfe-db/pipeline/functions/check_source_update/user-event.json
+++ b/gfe-db/pipeline/functions/check_source_update/user-event.json
@@ -1,7 +1,8 @@
 {
     "align": false,
     "kir": false,
-    "limit": -1,
-    "releases": "3480,3490",
-    "mem_profile": false
+    "limit": 1000,
+    "releases": "3540",
+    "mem_profile": false,
+    "use_existing_build": true
 }
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/get_execution_state/error.json b/gfe-db/pipeline/functions/get_execution_state/error.json
index f0cad31f..5381aa0f 100644
--- a/gfe-db/pipeline/functions/get_execution_state/error.json
+++ b/gfe-db/pipeline/functions/get_execution_state/error.json
@@ -1,15 +1,17 @@
 {
     "input": {
-        "version": 3460,
-        "commit_sha": "3fb27698fe4ebbd5ec4a0e565d97a53fe48c7cdd",
+        "version": 3530,
+        "commit_sha": "a549c5b255da7d988a70cf7f7a2bdb5b1ae5b00a",
         "input_parameters": {
             "align": false,
             "kir": false,
             "mem_profile": false,
-            "limit": 1000
+            "limit": 1000,
+            "use_existing_build": true,
+            "skip_load": false
         },
-        "s3_path": "s3://dev-gfe-db-810526023897-us-east-1/data/3460",
-        "receipt_handle": "AQEB17O74x6z25vq5Dc3dW9m9fbXY1MKeC3+qql2vNdrMLBdZ9VznY02YldgQF+xNKtBiuucTcE2B8PY/PkbKzkzW0c9K2njhBJcAlVTZE3BgFhtdItga8ey0E+1QuyelT2SS89q1msIqtghhlZrngNX8E22dNnXgTt7EPSRXtSi4iRnP8tb8oh0A35/8A6QDQU52yN/Sug7INbQP48Yn2k8phhN0dYmZemRELjPYZdWbHgwCfH1pcv0W1ua0LHMiGTxphIxC3+MkW9eal4YzbhOy2zxROGF2wENVYeIoeZNS9u2oFsbOlEqIUpG45jV3YS7Rw2D+iGjyflV29CnPG41KInKAGrqf7ktYDtyZYLyhzGallEGkp01OJA1UAGEr8qIqzVp2F3nYi1cPrQjJg49FfrSKDhtXsO60IVthJvUF2AzW6rqv2m0y/+UCVGopQWo"
+        "s3_path": "s3://nmdpf-gfe-db-810526023897-us-east-1/data/3530",
+        "receipt_handle": "AQEBze8gzWpZS33AFry1ZxWNhnwuN9jmk4jx/ifNTGVzUqwZJ1VbPpzGfuPjmGKmF4L2aONURoEGf4RbDiH6MaqkOpND+JfRcCw+FUyGPRlIaB8GqhMt+Sp/frQu51JhPQIDDwkNYztl3gdm3e59HoUEK6KweBthVnW0pog2Xw3rLy6qsF19zAMU0b1NyQlSzwa48K7OsllTbGEErUQBeGBIBLNYDffD9+TCgK6ihKhN5sKhn584OpVyc8/v1WWSccBLNujmRMM36k3LnEhMkuAlK/YddWhjQCxOr7v1ttKDX2qRVGJgcgxfjJYIuAgHdPhKKWK5Omq6cjdbYdIVvAtTGLL9WpRBgYB6N7tbANDme9UcYCCbZXd19ylE3xWP6NoY2JcLC2BHitp3GUl6mHyy3CnYuU5Fc3x2QPWmUv6RHuowdw778xGhGQRcE2gnPYWi"
     },
     "validations": {
         "queries": {
@@ -17,38 +19,48 @@
                 "node_counts": [
                     {
                         "node": "GFE",
-                        "count": 0
+                        "count": 1000
                     },
                     {
                         "node": "IPD_Accession",
-                        "count": 0
+                        "count": 1000
                     },
                     {
                         "node": "IPD_Allele",
-                        "count": 0
+                        "count": 1000
                     },
                     {
                         "node": "Sequence",
-                        "count": 0
+                        "count": 1000
                     },
                     {
                         "node": "Feature",
-                        "count": 0
+                        "count": 1093
                     },
                     {
                         "node": "Submitter",
-                        "count": 0
+                        "count": 1
                     }
                 ],
-                "has_ipd_allele_release_counts": [],
-                "ipd_accession_release_counts": []
+                "has_ipd_allele_release_counts": [
+                    {
+                        "release_version": "3540",
+                        "count": 1000
+                    }
+                ],
+                "ipd_accession_release_counts": [
+                    {
+                        "release_version": "3.54.0",
+                        "count": 1000
+                    }
+                ]
             }
         }
     },
     "backups": {
         "pre": {
-            "document_name": "dev-gfe-db-database-Neo4jBackupDocument-R2Z1VvGkCXtn",
-            "command_id": "8c88880c-17a7-4335-baa1-38e639a625c0"
+            "document_name": "nmdpf-gfe-db-database-Neo4jBackupDocument-dlK48Aa4AoxM",
+            "command_id": "741125dd-7a54-46a7-ab95-28b6bdbc4489"
         }
     }
 }
\ No newline at end of file

From 22bf0762c64f1c7ece54a7eeb4059f70dca95177 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 7 Jan 2024 12:25:56 -0800
Subject: [PATCH 230/367] update pipeline state model with execution id field

---
 .../functions/check_source_update/app.py      | 35 ++++++++++++++---
 .../check_source_update/error-event.json      |  4 +-
 .../functions/invoke_update_pipeline/app.py   | 38 +++++++++----------
 .../invoke_update_pipeline/sqs-event.json     | 34 ++++-------------
 .../gfe_db_models/gfedbmodels/types.py        |  5 ++-
 .../statemachines/update-pipeline.asl.json    |  8 ++--
 gfe-db/pipeline/template.yaml                 |  1 +
 7 files changed, 67 insertions(+), 58 deletions(-)

diff --git a/gfe-db/pipeline/functions/check_source_update/app.py b/gfe-db/pipeline/functions/check_source_update/app.py
index 9fb497f7..39f2372a 100644
--- a/gfe-db/pipeline/functions/check_source_update/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/app.py
@@ -20,7 +20,7 @@
     sys.path.append(os.environ["GFEDBMODELS_PATH"])
 import logging
 from decimal import Decimal
-from datetime import timedelta
+from datetime import datetime, timedelta
 import json
 from gfedbmodels.constants import session, pipeline
 from gfedbmodels.types import (
@@ -192,13 +192,14 @@ def lambda_handler(event, context):
         recent_commits_for_release = select_most_recent_commit_for_release(commits_with_releases)
         pending_commits = [
             update_execution_state_item(
-                execution_state_item=commit,
+                execution_state_item=execution_state_item,
                 status=ExecutionStatus.PENDING,
                 timestamp=utc_now,
                 input_parameters=input_parameters,
+                version=version,
             )
             for item in recent_commits_for_release
-            for commit in item.values()
+            for version, execution_state_item in item.items()
         ]
 
         # 1b) Mark the older commits for each release as SKIPPED
@@ -277,6 +278,24 @@ def lambda_handler(event, context):
         raise Exception(message)
 
 
+def generate_execution_id(sha: str, timestamp: str, version: int = None) -> str:
+    """Generate an execution id for the state machine execution with format:
+    {version}_{commit_sha}_{YYYYMMDD_HHMMSS}
+
+    Args:
+        message (dict): Message from SQS queue
+
+    Returns:
+        str: Execution id
+    """
+    return "_".join(
+        [
+            str(version),
+            sha, #execution_state_item.commit.sha,
+            str_to_datetime(timestamp).strftime("%Y%m%d_%H%M%S"),
+        ]
+    )
+
 # @cache_pickle
 def get_execution_state(table, sort_column="commit__date_utc", reverse_sort=True):
     # Retrieve execution state from table
@@ -331,10 +350,17 @@ def update_execution_state_item(
     status: str,
     timestamp: str,
     input_parameters: dict = None,
+    version: int = None
 ):
     execution_state_item.execution.status = status
+    execution_state_item.updated_utc = timestamp
 
     if input_parameters is not None and status == ExecutionStatus.PENDING:
+        execution_state_item.execution.id = generate_execution_id(
+            sha=execution_state_item.commit.sha,
+            timestamp=execution_state_item.updated_utc,
+            version=version
+        )
         execution_state_item.execution.input_parameters = input_parameters
         # TODO Update format to s3://<data_bucket_name>/data/csv/<version>' for csv and s3://<data_bucket_name>/data/dat/<version>' for hla.dat for Glue Catalog
         execution_state_item.execution.s3_path = (
@@ -350,13 +376,12 @@ def update_execution_state_item(
             execution_state_item.execution.date_utc = None
 
 
-    execution_state_item.updated_utc = timestamp
     return execution_state_item
 
 
 if __name__ == "__main__":
     from pathlib import Path
 
-    event = json.loads((Path(__file__).parent / "user-event.json").read_text())
+    event = json.loads((Path(__file__).parent / "error-event.json").read_text())
 
     lambda_handler(event, None)
diff --git a/gfe-db/pipeline/functions/check_source_update/error-event.json b/gfe-db/pipeline/functions/check_source_update/error-event.json
index 444abcf2..b9f9831a 100644
--- a/gfe-db/pipeline/functions/check_source_update/error-event.json
+++ b/gfe-db/pipeline/functions/check_source_update/error-event.json
@@ -2,8 +2,8 @@
     "align": false,
     "kir": false,
     "limit": "1000",
-    "releases": "3540",
+    "releases": "3520",
     "mem_profile": false,
     "use_existing_build": true,
     "skip_load": false
-}
\ No newline at end of file
+}
diff --git a/gfe-db/pipeline/functions/invoke_update_pipeline/app.py b/gfe-db/pipeline/functions/invoke_update_pipeline/app.py
index 51ff9889..1882657b 100644
--- a/gfe-db/pipeline/functions/invoke_update_pipeline/app.py
+++ b/gfe-db/pipeline/functions/invoke_update_pipeline/app.py
@@ -65,7 +65,7 @@ def lambda_handler(event, context):
             }
             response = states.start_execution(
                 stateMachineArn=update_pipeline_state_machine_arn,
-                name=generate_execution_id(payload["input"]), # {version}_{commit_sha}_{YYYYMMDD_HHMMSS}
+                name=payload["input"]["id"], # {version}_{commit_sha}_{YYYYMMDD_HHMMSS}
                 input=json.dumps(payload),
             )
 
@@ -101,24 +101,24 @@ def lambda_handler(event, context):
             "body": json.dumps({"message": return_msg, "execution_arns": execution_arns}),
         }
 
-
-def generate_execution_id(message: dict) -> str:
-    """Generate an execution id for the state machine execution with format:
-    {version}_{commit_sha}_{YYYYMMDD_HHMMSS}
-
-    Args:
-        message (dict): Message from SQS queue
-
-    Returns:
-        str: Execution id
-    """
-    return "_".join(
-        [
-            str(message["version"]),
-            message["commit_sha"],
-            datetime.utcnow().strftime("%y%m%d_%H%M%S"),
-        ]
-    )
+# # TODO move to CheckSourceUpdate
+# def generate_execution_id(message: dict) -> str:
+#     """Generate an execution id for the state machine execution with format:
+#     {version}_{commit_sha}_{YYYYMMDD_HHMMSS}
+
+#     Args:
+#         message (dict): Message from SQS queue
+
+#     Returns:
+#         str: Execution id
+#     """
+#     return "_".join(
+#         [
+#             str(message["version"]),
+#             message["commit_sha"],
+#             datetime.utcnow().strftime("%y%m%d_%H%M%S"),
+#         ]
+#     )
 
 
 if __name__ == "__main__":
diff --git a/gfe-db/pipeline/functions/invoke_update_pipeline/sqs-event.json b/gfe-db/pipeline/functions/invoke_update_pipeline/sqs-event.json
index 1d03574e..03119f37 100644
--- a/gfe-db/pipeline/functions/invoke_update_pipeline/sqs-event.json
+++ b/gfe-db/pipeline/functions/invoke_update_pipeline/sqs-event.json
@@ -1,37 +1,19 @@
 {
     "Records": [
         {
-            "messageId": "03ec152e-31ff-4383-824e-6913e9c3059f",
-            "receiptHandle": "AQEBZNnt1REvMT0hDKVmH6Z5Tsqk9rcrBOD0Bl0KwGTRaxwVW1pkn2Ox+LLdcs6OEflfcSf3xop5SdDrgCchY6nHgn4XHdG0PCLDXTXipmSSqwAQ7e93rrEPpCRXtfrDQeC4Be7QE0xDDnqFgYoIWn8ngqntCZPMQazeRiYvRXhc7bOZRCS36CoOjK4liC+mQf5q8yDGn8qYYWEFL5JDgiwdUNSI/6KpcWUba6WHrNdJ7RFPldvO3GTe7BfhWdjmvTWPS6glnCceK8lSw6rg/Iuuj7KCPFDjIFDwW8yitaOIRpBA98QrcyXBlZrLuUw0yHEOrrl/v+cedIVruNLUbGbMohM8FNk4UJF8x7kXFky4l0huDDuKcvtP0H9iGu6YA9wo0J3zLQiqyn8440X4OSNQsaJzAOBT/X4fpwZHwLg0OdMuWFu7Ri8UFIqpFuKoru1Q",
-            "body": "{\"version\": 3520, \"commit_sha\": \"70b3c643390b8a1e394b5d9cc9ee1f2c6eb1baca\", \"input_parameters\": {\"align\": false, \"kir\": false, \"mem_profile\": false, \"limit\": -1}, \"s3_path\": \"s3://dev-gfe-db-531868584498-us-east-1/data/3520/csv/\"}",
+            "messageId": "62eac214-84e3-4047-88a7-0a64a4cbed7b",
+            "receiptHandle": "AQEB44KYQWwCp5x0Q+OywMyKug9jAdoX5IRUa4fUKY+FMXgKtA9dMsjGzr06TndpXmrS/lra9WI40a+G/wc9zJ4dXij2BirX1xA7wiRYTg+QHGDkTY0QBOW13DecyEbifLqpBbeRLh6s2J+C2TdVjy1Gf8sGmlZUZg5TzrkQdQ/u2ezZNgDL/ALpsvPyejMzjqnASQSfJOhrjI68atyQdVZ5DZRwed/9CAcqHAvdS0Uv1j87OW9LEYt+ZINHYoYu4Sb18NBvIP2FQIcGql9q530HhjoYeUrP41glkRJqiL8HPrJhfvgdnVEzIzduvQkvjsX7V61C5VBSnQDa7vf/QS44LiqBhPkvkwuBDkI3yJ/qC20Vc02PQ5p1tpZctbNnliHKNl+jU01uinCH/SpC6SGHZipXB3hf+1vaFwG7YwgT/Pv1GVVu8uci8gCNbNiSRkV4",
+            "body": "{\"id\": \"3540_901b1b788a2ec2b4722c9672910ad880b29b368b_240107_194421\", \"version\": 3540, \"commit_sha\": \"901b1b788a2ec2b4722c9672910ad880b29b368b\", \"input_parameters\": {\"align\": false, \"kir\": false, \"mem_profile\": false, \"limit\": 1000, \"use_existing_build\": true, \"skip_load\": false}, \"s3_path\": \"s3://nmdpf-gfe-db-810526023897-us-east-1/data/3540\"}",
             "attributes": {
                 "ApproximateReceiveCount": "1",
-                "AWSTraceHeader": "Root=1-64891a77-62170d997803af9e062178e1;Parent=044727760dac0120;Sampled=0;Lineage=0495e7b8:0",
-                "SentTimestamp": "1686706809983",
-                "SenderId": "AROAXXVOWRIZDZBLBKWVH:dev-gfe-db-check-source-update",
-                "ApproximateFirstReceiveTimestamp": "1686706809985"
+                "SentTimestamp": "1704656711976",
+                "SenderId": "AROA3ZNY5UDMUNE5WAE5K:gregory",
+                "ApproximateFirstReceiveTimestamp": "1704656712000"
             },
             "messageAttributes": {},
-            "md5OfBody": "b155198870096819bb90bca0d987db97",
+            "md5OfBody": "1d53a934a4f027498387994f344b78dd",
             "eventSource": "aws:sqs",
-            "eventSourceARN": "arn:aws:sqs:us-east-1:531868584498:dev-gfe-db-pipeline-GfeDbProcessingQueue-qxhCzj6BaTDQ",
-            "awsRegion": "us-east-1"
-        },
-        {
-            "messageId": "def2c2de-7981-4751-9ee6-07ff2b9d3748",
-            "receiptHandle": "AQEBTEWN6BwQuiF9C8ZF+Kf5flh3GmQ6C00ouALHFdhq+1Fv89q+90BaWIryPIhKzWPMz3m5ijzqbTRgZnIr5nQ0CIFwx0KnqUL5KcuhwjBwZWBUc3ifHbQ/KnlB8BfTCl4YAVdAsL6343IyW+RvYoVIO0cNdpBwV9ZRodbrQB2OFmry7upocQOJWdEnNbJDyS2KTc6btKFjo3pzvy5tc0bweVgvDci/Ew69EX0fwCh7uAf9FdjE5DAsNMg9cI0HnEvtxkSfT2ue2piusNtCzQQ4hMJG6qsqTvekMJTahfJWPOJWjW9TAmVpzzgaUrGaPKACZo/s8sc38GJri068VbFHkq0Z1TWUfLa7UWVaic8kgDsDnJ5BNPfNimA3AMochAQ2pwTBtoQm2d3jyUM6cja2qA9NDMqPkELFqZARq5QE4HeIq4bTuMvC9qMzWBn9I88K",
-            "body": "{\"version\": 3510, \"commit_sha\": \"5f2c562056f8ffa89aeea0631f2a52300ee0de17\", \"input_parameters\": {\"align\": false, \"kir\": false, \"mem_profile\": false, \"limit\": -1}, \"s3_path\": \"s3://dev-gfe-db-531868584498-us-east-1/data/3510/csv/\"}",
-            "attributes": {
-                "ApproximateReceiveCount": "1",
-                "AWSTraceHeader": "Root=1-64891a77-62170d997803af9e062178e1;Parent=044727760dac0120;Sampled=0;Lineage=0495e7b8:0",
-                "SentTimestamp": "1686706809997",
-                "SenderId": "AROAXXVOWRIZDZBLBKWVH:dev-gfe-db-check-source-update",
-                "ApproximateFirstReceiveTimestamp": "1686706810006"
-            },
-            "messageAttributes": {},
-            "md5OfBody": "504e71255a62b7d42889209d7c2381cf",
-            "eventSource": "aws:sqs",
-            "eventSourceARN": "arn:aws:sqs:us-east-1:531868584498:dev-gfe-db-pipeline-GfeDbProcessingQueue-qxhCzj6BaTDQ",
+            "eventSourceARN": "arn:aws:sqs:us-east-1:810526023897:nmdpf-gfe-db-pipeline-GfeDbProcessingQueue-DQDFHzl2h1id",
             "awsRegion": "us-east-1"
         }
     ]
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
index 798d5069..cd600692 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
@@ -38,7 +38,6 @@ class ExecutionStatus(str, Enum):
     def __contains__(cls, item):
         return item in cls.__members__
 
-
 def str_to_datetime(v, fmt="%Y-%m-%dT%H:%M:%S.%fZ"):
     return datetime.strptime(v, fmt)
 
@@ -46,7 +45,6 @@ def str_to_datetime(v, fmt="%Y-%m-%dT%H:%M:%S.%fZ"):
 def str_from_datetime(v, fmt="%Y-%m-%dT%H:%M:%SZ"):
     return v.strftime(fmt)
 
-
 # validate that date field is ISO 8601 format with timezone
 def date_is_iso_8601_with_timezone(v):
     # Check if the date is already in the desired ISO 8601 format with 3 milliseconds
@@ -187,6 +185,7 @@ def url_is_valid(cls, v):
 
 # TODO add execution_id
 class ExecutionDetailsConfig(BaseModel):
+    id: str = None
     version: int
     status: str
     date_utc: Optional[str] = None
@@ -299,6 +298,7 @@ def execution_state_has_no_missing_releases(cls, v):
 
 
 class ExecutionPayloadItem(BaseModel):
+    id: str
     version: int
     commit_sha: str
     input_parameters: InputParameters
@@ -316,6 +316,7 @@ def _commit_sha_is_hex(cls, v):
     @classmethod
     def from_execution_state_item(cls, execution_state_item):
         return cls(
+            id=execution_state_item.execution.id,
             version=execution_state_item.execution.version,
             commit_sha=execution_state_item.commit.sha,
             input_parameters=execution_state_item.execution.input_parameters,
diff --git a/gfe-db/pipeline/statemachines/update-pipeline.asl.json b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
index 89327a93..d76d2797 100644
--- a/gfe-db/pipeline/statemachines/update-pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
@@ -316,7 +316,7 @@
         "Load Stage": {
             "Type": "Parallel",
             "OutputPath": "$.[2]",
-            "Next": "Run Backup",
+            "Next": "Run Post-Execution Backup",
             "Catch": [
                 {
                     "ErrorEquals": [
@@ -473,7 +473,7 @@
                 }
             ]
         },
-        "Run Backup": {
+        "Run Post-Execution Backup": {
             "Type": "Task",
             "Resource": "${InvokeBackupScriptFunctionArn}",
             "ResultPath": "$.backups.post",
@@ -533,7 +533,7 @@
                             "Type": "Task",
                             "Resource": "arn:aws:states:::dynamodb:updateItem",
                             "ResultPath": null,
-                            "Next": "Parse Payload",
+                            "Next": "Parse Error Payload",
                             "Parameters": {
                                 "TableName": "${GfeDbExecutionStateTable}",
                                 "Key": {
@@ -561,7 +561,7 @@
                                 }
                             }
                         },
-                        "Parse Payload": {
+                        "Parse Error Payload": {
                             "Type": "Pass",
                             "Parameters": {
                                 "Error.$": "$.Error",
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index e7b590e4..c5520c0b 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -106,6 +106,7 @@ Resources:
             "commit.date_utc",
             "commit.html_url",
             "commit.message",
+            "execution.id",
             "execution.date_utc",
             "execution.status",
             "execution.input_parameters.align",

From fa48b13ffd13d98538a1de115a1addae8a7342e7 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Mon, 8 Jan 2024 11:36:16 -0800
Subject: [PATCH 231/367] document steps to restore Neo4j from backup to Docker

---
 .gitignore             |  5 ++++-
 gfe-db/local/README.md | 46 ++++++++++++++++++++++++++++++++++++++++++
 2 files changed, 50 insertions(+), 1 deletion(-)
 create mode 100644 gfe-db/local/README.md

diff --git a/.gitignore b/.gitignore
index b3f93676..fdf3dce6 100755
--- a/.gitignore
+++ b/.gitignore
@@ -103,4 +103,7 @@ ___*
 gfedb.zip
 gfe-db/pipeline/jobs/build/event.json
 gfe-db/pipeline/statemachines/test*
-reports/
\ No newline at end of file
+reports/
+
+# Local Deployment
+gfe-db/local/neo4j
\ No newline at end of file
diff --git a/gfe-db/local/README.md b/gfe-db/local/README.md
new file mode 100644
index 00000000..de70d8a6
--- /dev/null
+++ b/gfe-db/local/README.md
@@ -0,0 +1,46 @@
+# Local Deployment for gfe-db
+Instructions for using Docker to run gfe-db locally.
+
+## Features
+- Set password
+- Persists data locally so the container can be stopped and started
+
+## Usage
+Run a separate container before running the Neo4j container to prepare the data from the backup.
+```bash
+docker run --interactive --tty --rm \
+    --platform=linux/amd64 \
+    --volume=$(pwd)/neo4j/data:/data \
+    --volume=$(pwd)/neo4j/backups:/backups \
+    neo4j/neo4j-admin:5.15.0 \
+    neo4j-admin database load --from-path=/backups/system --overwrite-destination=true --verbose system
+
+docker run --interactive --tty --rm \
+    --platform=linux/amd64 \
+    --volume=$(pwd)/neo4j/data:/data \
+    --volume=$(pwd)/neo4j/backups:/backups \
+    neo4j/neo4j-admin:5.15.0 \
+    neo4j-admin database load --from-path=/backups/neo4j --overwrite-destination=true --verbose neo4j
+```
+
+Basic run command.
+```bash
+docker run \
+    --restart always \
+    --publish=7474:7474 --publish=7687:7687 \
+    --env NEO4J_AUTH=neo4j/gfedb2023 \
+    --volume=$(pwd)/neo4j/data:/data \
+    --volume=$(pwd)/neo4j/logs:/logs \
+    neo4j:5.15
+```
+
+docker run \
+    --restart always \
+    --publish=7474:7474 --publish=7687:7687 \
+    --env NEO4J_AUTH=neo4j/gfedb2023 \
+    --volume=$(pwd)/neo4j/data:/data \
+    --volume=$HOME/neo4j/logs:/logs \
+    neo4j:5.15
+
+## Development Steps
+- 
\ No newline at end of file

From 26ae30825ba939475665c02b5aa4194ec43dd61c Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Mon, 8 Jan 2024 14:04:51 -0800
Subject: [PATCH 232/367] bake most recent backup into Docker image

---
 gfe-db/local/Dockerfile     |  5 +++++
 gfe-db/local/README.md      | 16 ++++++++++------
 gfe-db/local/build-local.sh | 28 ++++++++++++++++++++++++++++
 3 files changed, 43 insertions(+), 6 deletions(-)
 create mode 100644 gfe-db/local/Dockerfile
 create mode 100644 gfe-db/local/build-local.sh

diff --git a/gfe-db/local/Dockerfile b/gfe-db/local/Dockerfile
new file mode 100644
index 00000000..d6f2aec6
--- /dev/null
+++ b/gfe-db/local/Dockerfile
@@ -0,0 +1,5 @@
+FROM neo4j:5.15-community-bullseye
+
+ENV NEO4J_AUTH=neo4j/gfedb2023
+
+COPY neo4j/data "${NEO4J_HOME}/data"
\ No newline at end of file
diff --git a/gfe-db/local/README.md b/gfe-db/local/README.md
index de70d8a6..0cf83a4c 100644
--- a/gfe-db/local/README.md
+++ b/gfe-db/local/README.md
@@ -23,7 +23,7 @@ docker run --interactive --tty --rm \
     neo4j-admin database load --from-path=/backups/neo4j --overwrite-destination=true --verbose neo4j
 ```
 
-Basic run command.
+Basic run command for Neo4j base image with no data.
 ```bash
 docker run \
     --restart always \
@@ -34,13 +34,17 @@ docker run \
     neo4j:5.15
 ```
 
+Basic run command for gfe-db image with baked-in data.
+```bash
 docker run \
     --restart always \
     --publish=7474:7474 --publish=7687:7687 \
-    --env NEO4J_AUTH=neo4j/gfedb2023 \
-    --volume=$(pwd)/neo4j/data:/data \
-    --volume=$HOME/neo4j/logs:/logs \
-    neo4j:5.15
+    --volume=$(pwd)/neo4j/logs:/logs \
+    gfe-db:latest
+```
 
 ## Development Steps
-- 
\ No newline at end of file
+- Fetch backup from S3
+- Use neo4j-admin command to load the backup into the data directory
+- Copy the data directory to the image
+- Push the image to ECR
\ No newline at end of file
diff --git a/gfe-db/local/build-local.sh b/gfe-db/local/build-local.sh
new file mode 100644
index 00000000..ad760cc7
--- /dev/null
+++ b/gfe-db/local/build-local.sh
@@ -0,0 +1,28 @@
+#!/bin/bash -eu
+
+from_path=s3://nmdpf-gfe-db-810526023897-us-east-1/backups/neo4j/2024/01/07/20/18/gfedb.zip # $1
+
+# Create volumes to mount
+mkdir -p /tmp/restore neo4j/{data,logs,backups/{system,neo4j}}
+
+# Download most recent backup
+aws s3 cp $from_path /tmp/restore/gfedb.zip
+unzip -o /tmp/restore/gfedb.zip -d neo4j
+
+# Load backup into volumes
+docker run --interactive --tty --rm \
+    --platform=linux/amd64 \
+    --volume=$(pwd)/neo4j/data:/data \
+    --volume=$(pwd)/neo4j/backups:/backups \
+    neo4j/neo4j-admin:5.15.0 \
+    neo4j-admin database load --from-path=/backups/system --overwrite-destination=true --verbose system
+
+docker run --interactive --tty --rm \
+    --platform=linux/amd64 \
+    --volume=$(pwd)/neo4j/data:/data \
+    --volume=$(pwd)/neo4j/backups:/backups \
+    neo4j/neo4j-admin:5.15.0 \
+    neo4j-admin database load --from-path=/backups/neo4j --overwrite-destination=true --verbose neo4j
+
+# Build image
+docker build -t gfe-db .
\ No newline at end of file

From 0ac31277cd0ebea4a02a1cc0e6c744e21d821bd8 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Mon, 8 Jan 2024 18:58:11 -0800
Subject: [PATCH 233/367] store current backup S3 path SSM param

---
 gfe-db/database/scripts/Makefile |  8 +++++++-
 gfe-db/database/template.yaml    | 14 +++++++++++++-
 2 files changed, 20 insertions(+), 2 deletions(-)

diff --git a/gfe-db/database/scripts/Makefile b/gfe-db/database/scripts/Makefile
index c23caaae..bec6783b 100644
--- a/gfe-db/database/scripts/Makefile
+++ b/gfe-db/database/scripts/Makefile
@@ -169,7 +169,13 @@ neo4j.backup:
 	sudo -u neo4j neo4j-admin database dump neo4j --to-path=/var/lib/neo4j/backups/neo4j/ --overwrite-destination=true && \
 	archive_path=$$(date +%Y/%m/%d/%H/%M)/gfedb.zip && \
 	echo "Uploading archive to S3: s3://${DATA_BUCKET_NAME}/backups/neo4j/$$archive_path" && \
-	sudo -u neo4j zip -r - backups | aws s3 cp - s3://${DATA_BUCKET_NAME}/backups/neo4j/$$archive_path
+	sudo -u neo4j zip -r - backups | aws s3 cp - s3://${DATA_BUCKET_NAME}/backups/neo4j/$$archive_path && \
+	echo "Updating SSM Parameter for current backup S3 path" && \
+	res=$$(aws ssm put-parameter --name "/${APP_NAME}/${STAGE}/${AWS_REGION}/CurrentBackupS3Path" --value "s3://${DATA_BUCKET_NAME}/backups/neo4j/$$archive_path" --type String --overwrite) && \
+	echo $$res | jq -r && \
+	echo "Cleaning up" && \
+	rm -r /var/lib/neo4j/backups/system/* && \
+	rm -r /var/lib/neo4j/backups/neo4j/*
 	$(MAKE) neo4j.start
 
 neo4j.restore: #from_path=s3://<backup path>.zip
diff --git a/gfe-db/database/template.yaml b/gfe-db/database/template.yaml
index d6d04734..9733f1b5 100644
--- a/gfe-db/database/template.yaml
+++ b/gfe-db/database/template.yaml
@@ -351,6 +351,11 @@ Resources:
                   - ec2:AssociateAddress
                 Resource:
                   - '*'
+              - Effect: Allow
+                Action:
+                  - ssm:PutParameter
+                Resource:
+                  - !Sub arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*
   Neo4jDatabaseInstanceProfile:
     Type: AWS::IAM::InstanceProfile
     Properties:
@@ -416,7 +421,7 @@ Resources:
         parameters:
           commandLine:
             type: String
-            description: '(Required) Specify the command line to be executed. The following formats of commands can be run: ''pythonMainFile.py argument1 argument2'', ''ansible-playbook -i "localhost," -c local example.yml'''
+            description: 'Run on the server to create a dump of Neo4j and store in S3'
             default: make neo4j.backup
           workingDirectory:
             type: String
@@ -437,6 +442,13 @@ Resources:
       Name: !Sub /${AppName}/${Stage}/${AWS::Region}/Neo4jBackupDocumentName
       Description: Name of SSM document for backing up Neo4j
       Value: !Ref Neo4jBackupDocument
+  CurrentBackupS3PathParameter:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Type: String
+      Name: !Sub /${AppName}/${Stage}/${AWS::Region}/CurrentBackupS3Path
+      Description: !Sub 'S3 path to the most recent backup for ${Stage}-${AppName}'
+      Value: 'null'
   Neo4jBackupMaintenanceWindow:
     Type: AWS::SSM::MaintenanceWindow
     Properties:

From e7f3f37b61afc63b03f07c96a1105c9c8ba26f0d Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Mon, 8 Jan 2024 19:18:19 -0800
Subject: [PATCH 234/367] orchestrate local gfe-db build using make targets

---
 Makefile                    |  5 ++++-
 gfe-db/local/Makefile       | 10 ++++++++++
 gfe-db/local/build-local.sh | 22 ++++++++++++++++------
 3 files changed, 30 insertions(+), 7 deletions(-)
 create mode 100644 gfe-db/local/Makefile

diff --git a/Makefile b/Makefile
index c157b726..288a23c2 100644
--- a/Makefile
+++ b/Makefile
@@ -59,7 +59,7 @@ export FUNCTIONS_PATH = ${PIPELINE_DIR}/functions
 # Required environment variables
 REQUIRED_VARS := STAGE APP_NAME AWS_ACCOUNT AWS_REGION AWS_PROFILE SUBSCRIBE_EMAILS \
 	GITHUB_REPOSITORY_OWNER GITHUB_REPOSITORY_NAME GITHUB_PERSONAL_ACCESS_TOKEN \
-	ADMIN_EMAIL UBUNTU_AMI_ID NEO4J_PASSWORD GDS_VERSION
+	ADMIN_EMAIL UBUNTU_AMI_ID NEO4J_PASSWORD GDS_VERSION DOCKER_USERNAME DOCKER_PASSWORD
 
 BOOLEAN_VARS := CREATE_VPC USE_PRIVATE_SUBNET CREATE_SSM_VPC_ENDPOINT CREATE_SECRETSMANAGER_VPC_ENDPOINT \
 	DEPLOY_NAT_GATEWAY DEPLOY_BASTION_SERVER
@@ -578,6 +578,9 @@ database.get.public-ip:
 database.get.instance-id:
 	@echo "${INSTANCE_ID}"
 
+local.build:
+	$(MAKE) -C ${APP_NAME}/local/ build
+
 delete: # data=true/false ##=> Delete services
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deleting ${APP_NAME} in ${AWS_ACCOUNT}" 2>&1 | tee -a ${CFN_LOG_PATH}
 	@[[ $$data != true ]] && echo "Data will not be deleted. To delete pass \`data=true\`" || true
diff --git a/gfe-db/local/Makefile b/gfe-db/local/Makefile
new file mode 100644
index 00000000..3388cc5c
--- /dev/null
+++ b/gfe-db/local/Makefile
@@ -0,0 +1,10 @@
+SERVICE := local
+
+build:
+	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Building ${SERVICE} ${APP_NAME}" 2>&1 | tee -a $$CFN_LOG_PATH
+	$(MAKE) service.build
+
+service.build:
+	@from_path=$$(aws ssm get-parameter --name 	"/${APP_NAME}/${STAGE}/${AWS_REGION}/CurrentBackupS3Path" --query "Parameter.Value" --output text); \
+	echo "Building ${SERVICE} from $$from_path" && \
+	bash build-local.sh $$from_path
diff --git a/gfe-db/local/build-local.sh b/gfe-db/local/build-local.sh
index ad760cc7..9da84a32 100644
--- a/gfe-db/local/build-local.sh
+++ b/gfe-db/local/build-local.sh
@@ -1,13 +1,17 @@
 #!/bin/bash -eu
 
-from_path=s3://nmdpf-gfe-db-810526023897-us-east-1/backups/neo4j/2024/01/07/20/18/gfedb.zip # $1
+# TODO create a version tag from the data path for Docker, push both latest and versioned tags
+DATA_S3_PATH=$1
+TEMP_DIR=/tmp/$APP_NAME
+
+# TODO validate the path using the same logic as the Makefile
 
 # Create volumes to mount
-mkdir -p /tmp/restore neo4j/{data,logs,backups/{system,neo4j}}
+mkdir -p $TEMP_DIR neo4j/{data,logs,backups/{system,neo4j}}
 
 # Download most recent backup
-aws s3 cp $from_path /tmp/restore/gfedb.zip
-unzip -o /tmp/restore/gfedb.zip -d neo4j
+aws s3 cp $DATA_S3_PATH $TEMP_DIR/gfedb.zip
+unzip -o $TEMP_DIR/gfedb.zip -d neo4j
 
 # Load backup into volumes
 docker run --interactive --tty --rm \
@@ -24,5 +28,11 @@ docker run --interactive --tty --rm \
     neo4j/neo4j-admin:5.15.0 \
     neo4j-admin database load --from-path=/backups/neo4j --overwrite-destination=true --verbose neo4j
 
-# Build image
-docker build -t gfe-db .
\ No newline at end of file
+# Build, tag and push image
+docker build -t gfe-db .
+docker tag gfe-db:latest "$DOCKER_USERNAME/gfe-db:latest"
+docker login -u $DOCKER_USERNAME -p $DOCKER_PASSWORD
+docker push "$DOCKER_USERNAME/gfe-db:latest"
+
+# Clean up
+rm -rf neo4j/{data,backups} /tmp/$APP_NAME

From f35ac1cbf7fec79a8a78c34286b9243866b51add Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Mon, 8 Jan 2024 20:13:24 -0800
Subject: [PATCH 235/367] move env validation for Docker credentials to local
 Makefile

---
 Makefile              |  2 +-
 gfe-db/local/Makefile | 10 +++++++++-
 2 files changed, 10 insertions(+), 2 deletions(-)

diff --git a/Makefile b/Makefile
index 288a23c2..6e0b0f57 100644
--- a/Makefile
+++ b/Makefile
@@ -59,7 +59,7 @@ export FUNCTIONS_PATH = ${PIPELINE_DIR}/functions
 # Required environment variables
 REQUIRED_VARS := STAGE APP_NAME AWS_ACCOUNT AWS_REGION AWS_PROFILE SUBSCRIBE_EMAILS \
 	GITHUB_REPOSITORY_OWNER GITHUB_REPOSITORY_NAME GITHUB_PERSONAL_ACCESS_TOKEN \
-	ADMIN_EMAIL UBUNTU_AMI_ID NEO4J_PASSWORD GDS_VERSION DOCKER_USERNAME DOCKER_PASSWORD
+	ADMIN_EMAIL UBUNTU_AMI_ID NEO4J_PASSWORD GDS_VERSION
 
 BOOLEAN_VARS := CREATE_VPC USE_PRIVATE_SUBNET CREATE_SSM_VPC_ENDPOINT CREATE_SECRETSMANAGER_VPC_ENDPOINT \
 	DEPLOY_NAT_GATEWAY DEPLOY_BASTION_SERVER
diff --git a/gfe-db/local/Makefile b/gfe-db/local/Makefile
index 3388cc5c..0d2c2b47 100644
--- a/gfe-db/local/Makefile
+++ b/gfe-db/local/Makefile
@@ -1,6 +1,14 @@
 SERVICE := local
 
-build:
+# Required environment variables
+REQUIRED_VARS := STAGE APP_NAME AWS_REGION AWS_PROFILE DOCKER_USERNAME DOCKER_PASSWORD
+
+
+env.validate.vars:
+	$(foreach var,$(REQUIRED_VARS),\
+		$(if $(value $(var)),,$(error $(var) is not set. Please add $(var) to the environment variables.)))
+
+build: env.validate.vars
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Building ${SERVICE} ${APP_NAME}" 2>&1 | tee -a $$CFN_LOG_PATH
 	$(MAKE) service.build
 

From a6bda609d98e271bbad1ca788d69d47bf7d74940 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Mon, 8 Jan 2024 20:14:30 -0800
Subject: [PATCH 236/367] create and push version tag using backup date

---
 gfe-db/local/build-local.sh | 32 +++++++++++++++++++++++++++-----
 1 file changed, 27 insertions(+), 5 deletions(-)

diff --git a/gfe-db/local/build-local.sh b/gfe-db/local/build-local.sh
index 9da84a32..8cf9348a 100644
--- a/gfe-db/local/build-local.sh
+++ b/gfe-db/local/build-local.sh
@@ -1,10 +1,29 @@
 #!/bin/bash -eu
 
-# TODO create a version tag from the data path for Docker, push both latest and versioned tags
+# TODO validate the data path using the same logic as in the Makefile restore target
 DATA_S3_PATH=$1
 TEMP_DIR=/tmp/$APP_NAME
 
-# TODO validate the path using the same logic as the Makefile
+format_s3_date() {
+    local s3_path="$1"
+
+    # Regular expression to extract date and time parts
+    if [[ $s3_path =~ ([0-9]{4})/([0-9]{2})/([0-9]{2})/([0-9]{2})/([0-9]{2}) ]]; then
+        local year=${BASH_REMATCH[1]}
+        local month=${BASH_REMATCH[2]}
+        local day=${BASH_REMATCH[3]}
+        local hour=${BASH_REMATCH[4]}
+        local minute=${BASH_REMATCH[5]}
+
+        # Combine the parts into the desired format
+        echo "${year}${month}${day}${hour}${minute}"
+    else
+        echo "Could not parse date from S3 path: $s3_path" >&2
+        exit 1
+    fi
+}
+
+echo "$(format_s3_date $DATA_S3_PATH)"
 
 # Create volumes to mount
 mkdir -p $TEMP_DIR neo4j/{data,logs,backups/{system,neo4j}}
@@ -29,10 +48,13 @@ docker run --interactive --tty --rm \
     neo4j-admin database load --from-path=/backups/neo4j --overwrite-destination=true --verbose neo4j
 
 # Build, tag and push image
+version_tag=$(format_s3_date $DATA_S3_PATH)
 docker build -t gfe-db .
-docker tag gfe-db:latest "$DOCKER_USERNAME/gfe-db:latest"
-docker login -u $DOCKER_USERNAME -p $DOCKER_PASSWORD
-docker push "$DOCKER_USERNAME/gfe-db:latest"
+docker tag gfe-db:latest $DOCKER_USERNAME/gfe-db:latest
+docker tag gfe-db:latest $DOCKER_USERNAME/gfe-db:$version_tag
+echo $DOCKER_PASSWORD | docker login -u $DOCKER_USERNAME --password-stdin
+docker push $DOCKER_USERNAME/gfe-db:latest
+docker push $DOCKER_USERNAME/gfe-db:$version_tag
 
 # Clean up
 rm -rf neo4j/{data,backups} /tmp/$APP_NAME

From 865f31291977e1e67653d2f65f687be522bfd4e0 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Mon, 8 Jan 2024 20:14:37 -0800
Subject: [PATCH 237/367] update README

---
 README.md              | 27 +++++++++++++++++++++++
 gfe-db/local/README.md | 50 ------------------------------------------
 2 files changed, 27 insertions(+), 50 deletions(-)
 delete mode 100644 gfe-db/local/README.md

diff --git a/README.md b/README.md
index 46802351..426d7601 100755
--- a/README.md
+++ b/README.md
@@ -610,6 +610,33 @@ To restore from a backup, pass the date of the backup you wish to restore using
 STAGE=<stage> make database.restore from_date=<YYYY/MM/DD/HH>
 ```
 
+## Run `gfe-db` Locally Using Docker
+Once the application has been deployed and the database is loaded, it is possible to build and run the latest version of gfe-db locally using Docker.
+
+### Build Environment
+Make sure you have added your Docker Hub credentials to your .env file.
+```bash
+# .env.<stage>
+DOCKER_USERNAME=<username>
+DOCKER_PASSWORD=<password>
+```
+
+### Usage
+Build and push the image to Docker Hub. The Makefile will automatically fetch the most recent backup data from S3 and use it to build the image. You can access the logs in `./gfe-db/local/neo4j/logs`.
+```bash
+STAGE=<stage> make local.build
+```
+
+Once the image is built and pushed to Docker Hub you can run the command to run the most recent version of gfe-db locally.
+```bash
+# Run from the root directory of gfe-db
+docker run \
+    --restart always \
+    --publish=7474:7474 --publish=7687:7687 \
+    --volume=$(pwd)/gfe-db/local/neo4j/logs:/logs \
+    $DOCKER_USERNAME/gfe-db:latest
+```
+
 ## Local Development
 
 ### Creating a Python Virtual Environment
diff --git a/gfe-db/local/README.md b/gfe-db/local/README.md
deleted file mode 100644
index 0cf83a4c..00000000
--- a/gfe-db/local/README.md
+++ /dev/null
@@ -1,50 +0,0 @@
-# Local Deployment for gfe-db
-Instructions for using Docker to run gfe-db locally.
-
-## Features
-- Set password
-- Persists data locally so the container can be stopped and started
-
-## Usage
-Run a separate container before running the Neo4j container to prepare the data from the backup.
-```bash
-docker run --interactive --tty --rm \
-    --platform=linux/amd64 \
-    --volume=$(pwd)/neo4j/data:/data \
-    --volume=$(pwd)/neo4j/backups:/backups \
-    neo4j/neo4j-admin:5.15.0 \
-    neo4j-admin database load --from-path=/backups/system --overwrite-destination=true --verbose system
-
-docker run --interactive --tty --rm \
-    --platform=linux/amd64 \
-    --volume=$(pwd)/neo4j/data:/data \
-    --volume=$(pwd)/neo4j/backups:/backups \
-    neo4j/neo4j-admin:5.15.0 \
-    neo4j-admin database load --from-path=/backups/neo4j --overwrite-destination=true --verbose neo4j
-```
-
-Basic run command for Neo4j base image with no data.
-```bash
-docker run \
-    --restart always \
-    --publish=7474:7474 --publish=7687:7687 \
-    --env NEO4J_AUTH=neo4j/gfedb2023 \
-    --volume=$(pwd)/neo4j/data:/data \
-    --volume=$(pwd)/neo4j/logs:/logs \
-    neo4j:5.15
-```
-
-Basic run command for gfe-db image with baked-in data.
-```bash
-docker run \
-    --restart always \
-    --publish=7474:7474 --publish=7687:7687 \
-    --volume=$(pwd)/neo4j/logs:/logs \
-    gfe-db:latest
-```
-
-## Development Steps
-- Fetch backup from S3
-- Use neo4j-admin command to load the backup into the data directory
-- Copy the data directory to the image
-- Push the image to ECR
\ No newline at end of file

From c12318c72432ae1de9727c07a5cf53b925e5f475 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 11 Jan 2024 09:42:51 -0800
Subject: [PATCH 238/367] remove authentication for gfe-db in Docker

---
 gfe-db/local/Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/gfe-db/local/Dockerfile b/gfe-db/local/Dockerfile
index d6f2aec6..d31f81a6 100644
--- a/gfe-db/local/Dockerfile
+++ b/gfe-db/local/Dockerfile
@@ -1,5 +1,5 @@
 FROM neo4j:5.15-community-bullseye
 
-ENV NEO4J_AUTH=neo4j/gfedb2023
+ENV NEO4J_AUTH=none
 
 COPY neo4j/data "${NEO4J_HOME}/data"
\ No newline at end of file

From a72cb8002007394571b8325ef6fc5c739eb4a5da Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 11 Jan 2024 16:50:53 -0800
Subject: [PATCH 239/367] use 'gfedb' as default database name

---
 Makefile                                      |  4 +++
 gfe-db/database/Makefile                      |  6 +++--
 gfe-db/database/scripts/Makefile              | 27 ++++++++++---------
 gfe-db/database/template.yaml                 | 18 ++++++++-----
 .../execute_validation_queries/app.py         |  7 ++---
 5 files changed, 37 insertions(+), 25 deletions(-)

diff --git a/Makefile b/Makefile
index 6e0b0f57..6bd0ed5c 100644
--- a/Makefile
+++ b/Makefile
@@ -56,6 +56,10 @@ export PIPELINE_STATE_PATH = config/IMGTHLA-repository-state.json
 export PIPELINE_PARAMS_PATH = config/pipeline-input.json
 export FUNCTIONS_PATH = ${PIPELINE_DIR}/functions
 
+# Neo4j
+export NEO4J_DATABASE_NAME ?= gfedb
+
+
 # Required environment variables
 REQUIRED_VARS := STAGE APP_NAME AWS_ACCOUNT AWS_REGION AWS_PROFILE SUBSCRIBE_EMAILS \
 	GITHUB_REPOSITORY_OWNER GITHUB_REPOSITORY_NAME GITHUB_PERSONAL_ACCESS_TOKEN \
diff --git a/gfe-db/database/Makefile b/gfe-db/database/Makefile
index 46a283ca..749d12ee 100644
--- a/gfe-db/database/Makefile
+++ b/gfe-db/database/Makefile
@@ -74,6 +74,7 @@ service.deploy:
 			usePrivateSubnet="$${USE_PRIVATE_SUBNET}" \
 			DataBucketName="$${DATA_BUCKET_NAME}" \
 			UbuntuAmiId="$${UBUNTU_AMI_ID}" \
+			Neo4jDatabaseName="$${NEO4J_DATABASE_NAME}" \
 			Neo4jPassword="$${NEO4J_PASSWORD}" \
 			DatabaseVolumeSize="$${DATABASE_VOLUME_SIZE}" \
 			HostDomain="$${HOST_DOMAIN}" \
@@ -97,14 +98,15 @@ service.backup:
 		--instance-id "$${INSTANCE_ID}" | jq -r '.StatusDetails' | tee -a $$CFN_LOG_PATH
 
 service.backup.list:
-	@aws s3 ls --recursive s3://${DATA_BUCKET_NAME}/backups/neo4j/ 
+	@aws s3 ls --recursive s3://${DATA_BUCKET_NAME}/backups/${SERVICE}/${NEO4J_DATABASE_NAME}/
 
 service.restore: #from_path=s3://<backup path>
 	@[ "$$from_path" != "" ] || (echo "from_path is required" && exit 1) && \
 	echo "$$from_path" | grep -E '^s3:\/\/[a-zA-Z0-9\.-]+\/([a-zA-Z0-9\.-]+\/)*[a-zA-Z0-9\.-]+\.zip$$' > /dev/null || (echo "\`from_path\` must be an S3 URI: 's3://<bucket>/path'" && exit 1) && \
 	echo "Restore $${APP_NAME} from S3 path \`$$from_path\`? [y/N] \c " && read ans && [ $${ans:-N} = y ]
 	$(MAKE) service.restore.pre-validate from_path=$$from_path
-	@res=$$(aws ssm send-command \
+	@echo "Restoring Neo4j database..." && \
+	res=$$(aws ssm send-command \
 		--document-name "AWS-RunShellScript" \
 		--parameters "commands=[cd /home/ubuntu && sudo make neo4j.restore from_path=$$from_path]" \
 		--targets "Key=instanceids,Values=$${INSTANCE_ID}" \
diff --git a/gfe-db/database/scripts/Makefile b/gfe-db/database/scripts/Makefile
index bec6783b..d130f4bf 100644
--- a/gfe-db/database/scripts/Makefile
+++ b/gfe-db/database/scripts/Makefile
@@ -1,5 +1,6 @@
 # This Makefile only orchestrates process that are run on the EC2 database instance, it is deployed and called on the server
 # Must be run as root
+SERVICE := database
 
 # Application specific environment variables
 include env.sh
@@ -10,7 +11,7 @@ export REPORTS_DIR := ${UBUNTU_HOME}/reports
 export NEO4J_USERNAME=$(shell aws secretsmanager get-secret-value --secret-id "/${APP_NAME}/${STAGE}/${AWS_REGION}/Neo4jCredentials" | jq -r '.SecretString' | jq -r '.NEO4J_USERNAME')
 export NEO4J_PASSWORD=$(shell aws secretsmanager get-secret-value --secret-id "/${APP_NAME}/${STAGE}/${AWS_REGION}/Neo4jCredentials" | jq -r '.SecretString' | jq -r '.NEO4J_PASSWORD')
 
-REQUIRED_VARS := UBUNTU_HOME NEO4J_HOME INSTANCE_ID DATA_BUCKET_NAME NEO4J_USERNAME NEO4J_PASSWORD ADMIN_EMAIL GDS_VERSION
+REQUIRED_VARS := UBUNTU_HOME NEO4J_HOME INSTANCE_ID DATA_BUCKET_NAME NEO4J_USERNAME NEO4J_PASSWORD NEO4J_DATABASE_NAME ADMIN_EMAIL GDS_VERSION
 
 target:
 	$(info ${HELP_MESSAGE})
@@ -165,17 +166,17 @@ neo4j.waiter.no-ssl:
 neo4j.backup:
 	$(MAKE) neo4j.stop
 	@cd ${NEO4J_HOME} && \
-	sudo -u neo4j neo4j-admin database dump system --to-path=/var/lib/neo4j/backups/system/ --overwrite-destination=true && \
-	sudo -u neo4j neo4j-admin database dump neo4j --to-path=/var/lib/neo4j/backups/neo4j/ --overwrite-destination=true && \
-	archive_path=$$(date +%Y/%m/%d/%H/%M)/gfedb.zip && \
-	echo "Uploading archive to S3: s3://${DATA_BUCKET_NAME}/backups/neo4j/$$archive_path" && \
-	sudo -u neo4j zip -r - backups | aws s3 cp - s3://${DATA_BUCKET_NAME}/backups/neo4j/$$archive_path && \
+	sudo -u neo4j mkdir -p ${NEO4J_HOME}/backups/system ${NEO4J_HOME}/backups/${NEO4J_DATABASE_NAME} && \
+	sudo -u neo4j neo4j-admin database dump system --to-path=${NEO4J_HOME}/backups/system/ --overwrite-destination=true --verbose && \
+	sudo -u neo4j neo4j-admin database dump ${NEO4J_DATABASE_NAME} --to-path=${NEO4J_HOME}/backups/${NEO4J_DATABASE_NAME}/ --overwrite-destination=true --verbose && \
+	archive_path=$$(date +%Y/%m/%d/%H/%M)/${NEO4J_DATABASE_NAME}.zip && \
+	echo "Uploading archive to S3: s3://${DATA_BUCKET_NAME}/backups/${SERVICE}/${NEO4J_DATABASE_NAME}/$$archive_path" && \
+	sudo -u neo4j zip -r - backups | aws s3 cp - s3://${DATA_BUCKET_NAME}/backups/${SERVICE}/${NEO4J_DATABASE_NAME}/$$archive_path && \
 	echo "Updating SSM Parameter for current backup S3 path" && \
-	res=$$(aws ssm put-parameter --name "/${APP_NAME}/${STAGE}/${AWS_REGION}/CurrentBackupS3Path" --value "s3://${DATA_BUCKET_NAME}/backups/neo4j/$$archive_path" --type String --overwrite) && \
+	res=$$(aws ssm put-parameter --name "/${APP_NAME}/${STAGE}/${AWS_REGION}/CurrentBackupS3Path" --value "s3://${DATA_BUCKET_NAME}/backups/${SERVICE}/${NEO4J_DATABASE_NAME}/$$archive_path" --type String --overwrite) && \
 	echo $$res | jq -r && \
 	echo "Cleaning up" && \
-	rm -r /var/lib/neo4j/backups/system/* && \
-	rm -r /var/lib/neo4j/backups/neo4j/*
+	sudo -u neo4j rm -rf ${NEO4J_HOME}/backups/*
 	$(MAKE) neo4j.start
 
 neo4j.restore: #from_path=s3://<backup path>.zip
@@ -185,10 +186,10 @@ neo4j.restore: #from_path=s3://<backup path>.zip
 	@echo "$$from_path" | grep -E '^s3:\/\/[a-zA-Z0-9\.-]+\/([a-zA-Z0-9\.-]+\/)*[a-zA-Z0-9\.-]+\.zip$$' > /dev/null || (echo "\`from_path\` must be an S3 URI: 's3://<bucket>/path'" && exit 1)
 	@echo "Running restore for $$from_path"
 	@mkdir -p /tmp/restore
-	@aws s3 cp $$from_path /tmp/restore/gfedb.zip && chown neo4j:neo4j /tmp/restore/gfedb.zip
-	@sudo -u neo4j unzip -o /tmp/restore/gfedb.zip -d /var/lib/neo4j/
-	@sudo -u neo4j neo4j-admin database load --from-path=/var/lib/neo4j/backups/system system --overwrite-destination=true
-	@sudo -u neo4j neo4j-admin database load --from-path=/var/lib/neo4j/backups/neo4j neo4j --overwrite-destination=true
+	@aws s3 cp $$from_path /tmp/restore/${NEO4J_DATABASE_NAME}.zip && chown neo4j:neo4j /tmp/restore/${NEO4J_DATABASE_NAME}.zip
+	@sudo -u neo4j unzip -o /tmp/restore/${NEO4J_DATABASE_NAME}.zip -d ${NEO4J_HOME}/
+	@sudo -u neo4j neo4j-admin database load --from-path=${NEO4J_HOME}/backups/system system --overwrite-destination=true
+	@sudo -u neo4j neo4j-admin database load --from-path=${NEO4J_HOME}/backups/${NEO4J_DATABASE_NAME} ${NEO4J_DATABASE_NAME} --overwrite-destination=true
 	@rm -r /tmp/restore
 	$(MAKE) neo4j.start
 
diff --git a/gfe-db/database/template.yaml b/gfe-db/database/template.yaml
index 9733f1b5..301e0a2e 100644
--- a/gfe-db/database/template.yaml
+++ b/gfe-db/database/template.yaml
@@ -22,6 +22,9 @@ Parameters:
   UbuntuAmiId:
     Type: String
     Description: AMI ID for Neo4j Community edition from AWS Marketplace
+  Neo4jDatabaseName:
+    Type: String
+    Description: Name of Neo4j database
   Neo4jPassword:
     Type: String
     Description: Password for Neo4j database
@@ -51,7 +54,7 @@ Resources:
     Type: AWS::SecretsManager::Secret
     Properties:
       Name: !Sub /${AppName}/${Stage}/${AWS::Region}/Neo4jCredentials
-      Description: Specified in the deployment environment.
+      Description: Neo4j credentials for gfedb datase; Specified in the deployment environment.
       SecretString: !Sub '{"NEO4J_USERNAME":"neo4j","NEO4J_PASSWORD":"${Neo4jPassword}"}'
   Neo4jCredentialsSecretArnParameter:
     Type: AWS::SSM::Parameter
@@ -62,9 +65,9 @@ Resources:
       Value: !Ref Neo4jCredentialsSecret
   Neo4jDatabaseInstance:
     Type: AWS::EC2::Instance
-    CreationPolicy:
-      ResourceSignal:
-        Timeout: PT10M
+    # CreationPolicy:
+    #   ResourceSignal:
+    #     Timeout: PT10M
     Properties:
       KeyName: !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/EC2KeyPairName}}'
       DisableApiTermination: false
@@ -160,6 +163,7 @@ Resources:
           echo "HOST_DOMAIN=${HostDomain}" >> $UBUNTU_HOME/env.sh
           echo "SUBDOMAIN=${Subdomain}" >> $UBUNTU_HOME/env.sh
           echo "ADMIN_EMAIL=${AdminEmail}" >> $UBUNTU_HOME/env.sh
+          echo "NEO4J_DATABASE_NAME=${Neo4jDatabaseName}" >> $UBUNTU_HOME/env.sh
           echo "APOC_VERSION=${APOCVersion}" >> $UBUNTU_HOME/env.sh
           echo "GDS_VERSION=${GDSVersion}" >> $UBUNTU_HOME/env.sh
           echo "PRIVATE_IP=$(curl -sS http://169.254.169.254/latest/meta-data/local-ipv4)" >> $UBUNTU_HOME/env.sh
@@ -205,7 +209,7 @@ Resources:
             apt-get install -y neo4j=1:5.14.0
             systemctl enable neo4j
             neo4j-admin dbms set-initial-password ${Neo4jPassword}
-            mkdir -p /var/lib/neo4j/backups/{system,neo4j}
+            mkdir -p /var/lib/neo4j/backups/{system,$NEO4J_DATABASE_NAME}
             chown -R neo4j:neo4j /var/lib/neo4j/backups
           }
           install_apoc_plugin() {
@@ -218,7 +222,7 @@ Resources:
               exit 1
             fi
             cp /etc/neo4j/neo4j.conf /etc/neo4j/neo4j.conf.bak
-            # sed -i 's/#initial.dbms.default_database=neo4j/initial.dbms.default_database=gfedb/g' /etc/neo4j/neo4j.conf
+            sed -i 's/#initial.dbms.default_database=neo4j/initial.dbms.default_database=${Neo4jDatabaseName}/g' /etc/neo4j/neo4j.conf
             sed -i 's/#server.default_listen_address=0.0.0.0/server.default_listen_address=0.0.0.0/g' /etc/neo4j/neo4j.conf
             sed -i "s/#server.default_advertised_address=localhost/server.default_advertised_address=$SUBDOMAIN.$HOST_DOMAIN/g" /etc/neo4j/neo4j.conf
             sed -i 's/#server.bolt.tls_level=DISABLED/server.bolt.tls_level=REQUIRED/g' /etc/neo4j/neo4j.conf
@@ -246,7 +250,7 @@ Resources:
           }
           build_neo4j_private_config() {
             cp /etc/neo4j/neo4j.conf /etc/neo4j/neo4j.conf.bak
-            # sed -i 's/#initial.dbms.default_database=neo4j/initial.dbms.default_database=gfedb/g' /etc/neo4j/neo4j.conf
+            sed -i 's/#initial.dbms.default_database=neo4j/initial.dbms.default_database=${Neo4jDatabaseName}/g' /etc/neo4j/neo4j.conf
             sed -i 's/#server.default_listen_address=0.0.0.0/server.default_listen_address=0.0.0.0/g' /etc/neo4j/neo4j.conf
             sed -i "s/#server.default_advertised_address=localhost/server.default_advertised_address=localhost/g" /etc/neo4j/neo4j.conf
             sed -i 's/#server.bolt.tls_level=DISABLED/server.bolt.tls_level=DISABLED/g' /etc/neo4j/neo4j.conf
diff --git a/gfe-db/pipeline/functions/execute_validation_queries/app.py b/gfe-db/pipeline/functions/execute_validation_queries/app.py
index b290385d..613f90ba 100644
--- a/gfe-db/pipeline/functions/execute_validation_queries/app.py
+++ b/gfe-db/pipeline/functions/execute_validation_queries/app.py
@@ -32,6 +32,7 @@
 logger.info(f"Connecting to Neo4j at {uri}")
 graphdb = GraphDatabase.driver(uri, auth=(auth["NEO4J_USERNAME"], auth["NEO4J_PASSWORD"]))
 
+# TODO get database name from SSM Parameter Store
 def lambda_handler(event, context):
 
     logger.info(json.dumps(event))
@@ -41,7 +42,7 @@ def lambda_handler(event, context):
         # node counts
         node_counts = []
         for node in nodes:
-            records, _, _ = driver.execute_query(f'MATCH (n:{node}) RETURN count(n) as count;', database_="neo4j")
+            records, _, _ = driver.execute_query(f'MATCH (n:{node}) RETURN count(n) as count;', database_="gfedb")
             node_counts.append({
                 "node": node,
                 "count": records[0].data()['count']
@@ -92,8 +93,8 @@ def lambda_handler(event, context):
 #     count(f),
 #     count(sub);"""
 
-def execute_query(driver, query):
-    records, _, _ = driver.execute_query(query, database_="neo4j")
+def execute_query(driver, query, database="gfedb"):
+    records, _, _ = driver.execute_query(query, database_=database)
     return [record.data() for record in records]
 
 if __name__ == "__main__":

From 9f8e159e120ceed7fe04941734eec23b7bd8f131 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 11 Jan 2024 17:46:50 -0800
Subject: [PATCH 240/367] use 'gfedb' as default database name for Docker image

---
 gfe-db/local/Dockerfile     |  4 ++++
 gfe-db/local/Makefile       |  2 +-
 gfe-db/local/build-local.sh | 23 +++++++++++++++--------
 3 files changed, 20 insertions(+), 9 deletions(-)

diff --git a/gfe-db/local/Dockerfile b/gfe-db/local/Dockerfile
index d31f81a6..f6f2214a 100644
--- a/gfe-db/local/Dockerfile
+++ b/gfe-db/local/Dockerfile
@@ -2,4 +2,8 @@ FROM neo4j:5.15-community-bullseye
 
 ENV NEO4J_AUTH=none
 
+ARG NEO4J_DATABASE_NAME
+
+RUN sed -i "s/#initial.dbms.default_database=neo4j/initial.dbms.default_database=$NEO4J_DATABASE_NAME/g" "${NEO4J_HOME}/conf/neo4j.conf"
+
 COPY neo4j/data "${NEO4J_HOME}/data"
\ No newline at end of file
diff --git a/gfe-db/local/Makefile b/gfe-db/local/Makefile
index 0d2c2b47..d8cb2a8f 100644
--- a/gfe-db/local/Makefile
+++ b/gfe-db/local/Makefile
@@ -1,7 +1,7 @@
 SERVICE := local
 
 # Required environment variables
-REQUIRED_VARS := STAGE APP_NAME AWS_REGION AWS_PROFILE DOCKER_USERNAME DOCKER_PASSWORD
+REQUIRED_VARS := STAGE APP_NAME AWS_REGION AWS_PROFILE DOCKER_USERNAME DOCKER_PASSWORD NEO4J_DATABASE_NAME
 
 
 env.validate.vars:
diff --git a/gfe-db/local/build-local.sh b/gfe-db/local/build-local.sh
index 8cf9348a..72f0daed 100644
--- a/gfe-db/local/build-local.sh
+++ b/gfe-db/local/build-local.sh
@@ -1,9 +1,16 @@
 #!/bin/bash -eu
 
-# TODO validate the data path using the same logic as in the Makefile restore target
 DATA_S3_PATH=$1
 TEMP_DIR=/tmp/$APP_NAME
 
+# Check that NEO4J_DATABASE_NAME is set
+if [ -z ${NEO4J_DATABASE_NAME+x} ]; then
+    echo "NEO4J_DATABASE_NAME is not set" >&2
+    exit 1
+else
+    echo "NEO4J_DATABASE_NAME is set to '$NEO4J_DATABASE_NAME'"
+fi
+
 format_s3_date() {
     local s3_path="$1"
 
@@ -16,21 +23,21 @@ format_s3_date() {
         local minute=${BASH_REMATCH[5]}
 
         # Combine the parts into the desired format
-        echo "${year}${month}${day}${hour}${minute}"
+        echo "${year}${month}${day}_${hour}${minute}"
     else
         echo "Could not parse date from S3 path: $s3_path" >&2
         exit 1
     fi
 }
 
-echo "$(format_s3_date $DATA_S3_PATH)"
+echo "This version is $(format_s3_date $DATA_S3_PATH)"
 
 # Create volumes to mount
-mkdir -p $TEMP_DIR neo4j/{data,logs,backups/{system,neo4j}}
+mkdir -p $TEMP_DIR neo4j/{data,logs,backups/{system,$NEO4J_DATABASE_NAME}}
 
 # Download most recent backup
-aws s3 cp $DATA_S3_PATH $TEMP_DIR/gfedb.zip
-unzip -o $TEMP_DIR/gfedb.zip -d neo4j
+aws s3 cp $DATA_S3_PATH $TEMP_DIR/$NEO4J_DATABASE_NAME.zip
+unzip -o $TEMP_DIR/$NEO4J_DATABASE_NAME.zip -d neo4j
 
 # Load backup into volumes
 docker run --interactive --tty --rm \
@@ -45,11 +52,11 @@ docker run --interactive --tty --rm \
     --volume=$(pwd)/neo4j/data:/data \
     --volume=$(pwd)/neo4j/backups:/backups \
     neo4j/neo4j-admin:5.15.0 \
-    neo4j-admin database load --from-path=/backups/neo4j --overwrite-destination=true --verbose neo4j
+    neo4j-admin database load --from-path=/backups/$NEO4J_DATABASE_NAME --overwrite-destination=true --verbose $NEO4J_DATABASE_NAME
 
 # Build, tag and push image
 version_tag=$(format_s3_date $DATA_S3_PATH)
-docker build -t gfe-db .
+docker build --build-arg NEO4J_DATABASE_NAME=$NEO4J_DATABASE_NAME -t gfe-db .
 docker tag gfe-db:latest $DOCKER_USERNAME/gfe-db:latest
 docker tag gfe-db:latest $DOCKER_USERNAME/gfe-db:$version_tag
 echo $DOCKER_PASSWORD | docker login -u $DOCKER_USERNAME --password-stdin

From cf5b510f6235c5600c5c6146b1ca2197854d04db Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 11 Jan 2024 17:49:03 -0800
Subject: [PATCH 241/367] update gitignore

---
 .gitignore | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.gitignore b/.gitignore
index fdf3dce6..33deef77 100755
--- a/.gitignore
+++ b/.gitignore
@@ -104,6 +104,7 @@ gfedb.zip
 gfe-db/pipeline/jobs/build/event.json
 gfe-db/pipeline/statemachines/test*
 reports/
+output-payload.json
 
 # Local Deployment
 gfe-db/local/neo4j
\ No newline at end of file

From b3b34109e845ac9c122d6fc4e8a9869fae772b11 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 11 Jan 2024 18:17:31 -0800
Subject: [PATCH 242/367] mask secret values

---
 Makefile | 11 ++++++++++-
 1 file changed, 10 insertions(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 6bd0ed5c..f939a12d 100644
--- a/Makefile
+++ b/Makefile
@@ -119,7 +119,16 @@ endif
 env.print:
 	@echo "\033[0;33mReview the contents of the .env file:\033[0m"
 	@echo "+---------------------------------------------------------------------------------+"
-	@awk '{ if (substr($$0, 1, 1) != "#") { line = substr($$0, 1, 76); if (length($$0) > 76) line = line "..."; printf "| %-79s |\n", line }}' .env.${STAGE}
+	@awk -F'=' '{ \
+		key = $$1; value = $$2; \
+		if (key == "GITHUB_PERSONAL_ACCESS_TOKEN" || key == "DOCKER_PASSWORD" || key == "NEO4J_PASSWORD") value = "************"; \
+		if (substr($$0, 1, 1) != "#") { \
+			line = key "=" value; \
+			line = substr(line, 1, 76); \
+			if (length(line) > 76) line = line "..."; \
+			printf "| %-79s |\n", line \
+		} \
+	}' .env.${STAGE}
 	@echo "+---------------------------------------------------------------------------------+"
 	@echo "\033[0;33mPlease confirm the above values are correct.\033[0m"
 

From 67efcb2ccad16fa4db578e314db07d6828cad277 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 11 Jan 2024 19:05:41 -0800
Subject: [PATCH 243/367] update permissions to use least privilege

---
 gfe-db/database/template.yaml |  2 +-
 gfe-db/pipeline/template.yaml | 21 +++++++++++++--------
 2 files changed, 14 insertions(+), 9 deletions(-)

diff --git a/gfe-db/database/template.yaml b/gfe-db/database/template.yaml
index 301e0a2e..d2d0ec29 100644
--- a/gfe-db/database/template.yaml
+++ b/gfe-db/database/template.yaml
@@ -334,7 +334,7 @@ Resources:
                   - secretsmanager:ListSecretVersionIds
                   - secretsmanager:ListSecrets
                 Resource:
-                  - '*'
+                  - !Sub arn:${AWS::Partition}:secretsmanager:${AWS::Region}:${AWS::AccountId}:secret:/${AppName}/${Stage}/${AWS::Region}/*
               - Effect: Allow
                 Action:
                   - secretsmanager:UpdateSecret
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 908bf2fc..3b2bda0b 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -181,7 +181,7 @@ Resources:
                   - "secretsmanager:ListSecrets"
                 # TODO tighten permissions
                 Resource: 
-                  - "*"
+                  - !Sub 'arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*'
         # - PolicyName: !Sub '${Stage}-${AppName}-SQSPolicy'
         #   PolicyDocument:
         #     Version: '2012-10-17' 
@@ -329,13 +329,17 @@ Resources:
               - Effect: "Allow"
                 Action: 
                   - "ssm:GetParameters"
+                Resource: 
+                  - !Sub 'arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*'
+              - Effect: "Allow"
+                Action: 
                   - "secretsmanager:GetResourcePolicy"
                   - "secretsmanager:GetSecretValue"
                   - "secretsmanager:DescribeSecret"
                   - "secretsmanager:ListSecretVersionIds"
                   - "secretsmanager:ListSecrets"
                 Resource: 
-                  - "*"
+                  - !Sub 'arn:${AWS::Partition}:secretsmanager:${AWS::Region}:${AWS::AccountId}:secret:/${AppName}/${Stage}/${AWS::Region}/*'
                   
   BuildServiceRepository:
     Type: AWS::ECR::Repository
@@ -452,7 +456,6 @@ Resources:
           SecurityGroupIds:
             - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseSecurityGroupId}}'
         - !Ref AWS::NoValue
-      # TODO fix conditional policy assignment using If operator
       # If UsePrivateSubnet is true, attach AWSLambdaVPCAccessExecutionRole, otherwise attach AWSLambdaBasicExecutionRole
       Policies:
         - Version: "2012-10-17"
@@ -516,7 +519,7 @@ Resources:
                 - "ssm:GetDocument"
               Resource:
                 - !Sub 'arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:document/${Stage}-${AppName}-database-Neo4jBackupDocument*'
-                - !Sub 'arn:${AWS::Partition}:ec2:${AWS::Region}:${AWS::AccountId}:instance/*'
+                - !Sub 'arn:${AWS::Partition}:ec2:${AWS::Region}:${AWS::AccountId}:instance/{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseInstanceId}}'
             - Effect: "Allow"
               Action: 
                 - "ssm:GetParameters"
@@ -527,7 +530,7 @@ Resources:
               Action: 
                 - "ssm:GetCommandInvocation"
               Resource: 
-                - !Sub '*'
+                - '*'
 
   InvokeLoadScriptFunction:
     Type: AWS::Serverless::Function
@@ -557,7 +560,7 @@ Resources:
                 - "ssm:GetDocument"
               Resource:
                 - !Sub 'arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:document/${Neo4jLoadQueryDocument}'
-                - !Sub 'arn:${AWS::Partition}:ec2:${AWS::Region}:${AWS::AccountId}:instance/*'
+                - !Sub 'arn:${AWS::Partition}:ec2:${AWS::Region}:${AWS::AccountId}:instance/{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseInstanceId}}'
             - Effect: "Allow"
               Action: 
                 - "ssm:GetParameters"
@@ -667,7 +670,9 @@ Resources:
                 - "batch:SubmitJob"
                 - "batch:DescribeJobs"
                 - "batch:TerminateJob"
-              Resource: "*"
+              Resource: 
+                - !Sub 'arn:aws:batch:${AWS::Region}:${AWS::AccountId}:job-queue/${Stage}-${AppName}*'
+                - !Sub 'arn:aws:batch:${AWS::Region}:${AWS::AccountId}:job-definition/${Stage}-${AppName}-*'
             - Effect: "Allow"
               Action: 
                 - "events:PutTargets"
@@ -798,7 +803,7 @@ Resources:
               Action: 
                 - "ssm:UpdateMaintenanceWindow"
               Resource: 
-                - !Sub 'arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:maintenancewindow/*'
+                - !Sub 'arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:maintenancewindow/{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/Neo4jBackupMaintenanceWindowId}}'
       Events:
         PipelineExecutionTopic:
           Type: SNS

From 21dcbcdf389e029c8317056a32ac5b5fa00a74ce Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 11 Jan 2024 19:17:11 -0800
Subject: [PATCH 244/367] add targets to retrieve latest backup path

---
 Makefile                 | 3 +++
 gfe-db/database/Makefile | 5 +++++
 2 files changed, 8 insertions(+)

diff --git a/Makefile b/Makefile
index f939a12d..fafa0c67 100644
--- a/Makefile
+++ b/Makefile
@@ -551,6 +551,9 @@ database.backup:
 	@echo "Backing up $${APP_NAME} server..."
 	$(MAKE) -C ${APP_NAME}/database/ service.backup
 
+database.get.current-backup:
+	$(MAKE) -C ${APP_NAME}/database/ service.backup.get-current
+
 database.backup.list:
 	$(MAKE) -C ${APP_NAME}/database/ service.backup.list
 
diff --git a/gfe-db/database/Makefile b/gfe-db/database/Makefile
index 749d12ee..c5e3e872 100644
--- a/gfe-db/database/Makefile
+++ b/gfe-db/database/Makefile
@@ -100,6 +100,11 @@ service.backup:
 service.backup.list:
 	@aws s3 ls --recursive s3://${DATA_BUCKET_NAME}/backups/${SERVICE}/${NEO4J_DATABASE_NAME}/
 
+service.backup.get-current:
+	@res=$$(aws ssm get-parameter \
+		--name "/$${APP_NAME}/$${STAGE}/$${AWS_REGION}/CurrentBackupS3Path" | jq -r '.Parameter.Value') && \
+	echo "$$res"
+
 service.restore: #from_path=s3://<backup path>
 	@[ "$$from_path" != "" ] || (echo "from_path is required" && exit 1) && \
 	echo "$$from_path" | grep -E '^s3:\/\/[a-zA-Z0-9\.-]+\/([a-zA-Z0-9\.-]+\/)*[a-zA-Z0-9\.-]+\.zip$$' > /dev/null || (echo "\`from_path\` must be an S3 URI: 's3://<bucket>/path'" && exit 1) && \

From dd4f41c97430a353bbeaa49d8877ae968f48b1e6 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 12 Jan 2024 12:03:28 -0800
Subject: [PATCH 245/367] skip modifying gateway VPC endpoints

---
 gfe-db/infrastructure/Makefile | 51 ++++++++++++++++------------------
 1 file changed, 24 insertions(+), 27 deletions(-)

diff --git a/gfe-db/infrastructure/Makefile b/gfe-db/infrastructure/Makefile
index 90914434..d3391014 100644
--- a/gfe-db/infrastructure/Makefile
+++ b/gfe-db/infrastructure/Makefile
@@ -49,48 +49,36 @@ ifeq ($(CREATE_SSM_VPC_ENDPOINT),true)
 	$(call blue, Creating Systems Manager VPC endpoint...)
 	$(MAKE) service.deploy.create-endpoint service=ssm
 else 
-	$(call blue, Updating SSM Parameters for Systems Manager VPC endpoint...)
-	@service=ssm && \
-	res=$$(aws ssm put-parameter \
-		--name "/${APP_NAME}/${STAGE}/${AWS_REGION}/$${service}EndpointId" \
-		--value "${SSM_VPC_ENDPOINT_ID}" \
-		--type String \
-		--overwrite) && \
-	echo $$res | jq -r
-	$(call blue, Adding Neo4j Security Group to existing SSM VPC endpoint...)
+	$(MAKE) service.deploy.create-endpoint-id-parameter service=ssm vpce_id=${SSM_VPC_ENDPOINT_ID}
+	$(eval vpce_type=$(shell aws ec2 describe-vpc-endpoints --query "VpcEndpoints[?VpcEndpointId=='${SSM_VPC_ENDPOINT_ID}'].VpcEndpointType" | jq -r '.[]'))
+ifeq ($(vpce_type),Interface)
+	$(call blue, Adding Neo4j Security Group to existing SSM VPC Interface endpoint...)
 	$(MAKE) service.deploy.modify-endpoint service=ssm
 endif
+endif
 ifeq ($(CREATE_SECRETSMANAGER_VPC_ENDPOINT),true)
 	$(call blue, Creating SecretsManager VPC endpoint...)
 	$(MAKE) service.deploy.create-endpoint service=secretsmanager
 else 
-	$(call blue, Updating SSM Parameters for SecretsManager VPC endpoint...)
-	@service=secretsmanager && \
-	res=$$(aws ssm put-parameter \
-		--name "/${APP_NAME}/${STAGE}/${AWS_REGION}/$${service}EndpointId" \
-		--value "${SECRETSMANAGER_VPC_ENDPOINT_ID}" \
-		--type String \
-		--overwrite) && \
-	echo $$res | jq -r
-	$(call blue, Adding Neo4j Security Group to existing SecretsManager VPC endpoint...)
+	$(MAKE) service.deploy.create-endpoint-id-parameter service=secretsmanager vpce_id=${SECRETSMANAGER_VPC_ENDPOINT_ID}
+	$(eval vpce_type=$(shell aws ec2 describe-vpc-endpoints --query "VpcEndpoints[?VpcEndpointId=='${SECRETSMANAGER_VPC_ENDPOINT_ID}'].VpcEndpointType" | jq -r '.[]'))
+ifeq ($(vpce_type),Interface)
+	$(call blue, Adding Neo4j Security Group to existing SecretsManager VPC Interface endpoint...)
 	$(MAKE) service.deploy.modify-endpoint service=secretsmanager
 endif
+endif
 ifeq ($(CREATE_S3_VPC_ENDPOINT),true)
 	$(call blue, Creating S3 VPC endpoint...)
 	$(MAKE) service.deploy.create-endpoint service=s3
 else
-	$(call blue, Updating SSM Parameters for S3 VPC endpoint...)
-	@service=s3 && \
-	res=$$(aws ssm put-parameter \
-		--name "/${APP_NAME}/${STAGE}/${AWS_REGION}/$${service}EndpointId" \
-		--value "${S3_VPC_ENDPOINT_ID}" \
-		--type String \
-		--overwrite) && \
-	echo $$res | jq -r
-	$(call blue, Adding Neo4j Security Group to existing S3 VPC endpoint...)
+	$(MAKE) service.deploy.create-endpoint-id-parameter service=s3 vpce_id=${S3_VPC_ENDPOINT_ID}
+	$(eval vpce_type=$(shell aws ec2 describe-vpc-endpoints --query "VpcEndpoints[?VpcEndpointId=='${S3_VPC_ENDPOINT_ID}'].VpcEndpointType" | jq -r '.[]'))
+ifeq ($(vpce_type),Interface)
+	$(call blue, Adding Neo4j Security Group to existing S3 VPC Interface endpoint...)
 	$(MAKE) service.deploy.modify-endpoint service=s3
 endif
 endif
+endif
 endif
 	$(MAKE) service.monitoring.create-subscriptions
 
@@ -163,6 +151,15 @@ service.deploy.create-endpoint: #=> service=<string>
 	echo $$res | jq -r
 	$(call blue, Successfully created VPC endpoint for $$service)
 
+service.deploy.create-endpoint-id-parameter: #=> service=<service> vpce_id=<string>
+	$(call blue, Updating SSM Parameters for $$service VPC endpoint...)
+	@res=$$(aws ssm put-parameter \
+		--name /${APP_NAME}/${STAGE}/${AWS_REGION}/"$$service"EndpointId \
+		--value "$$vpce_id" \
+		--type String \
+		--overwrite) && \
+	echo $$res | jq -r
+
 service.deploy.modify-endpoint: #=> service=<service>
 	@if [ -z $$service ]; then \
 		echo "\033[0;31mERROR: No service specified\033[0m" && exit 1; \

From 5c0f5e10e0daa539010d1c2578c79625b8be3c5a Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 12 Jan 2024 15:26:51 -0800
Subject: [PATCH 246/367] fix multiple versions on HAS_IPD_ALLELE releases
 property

---
 gfe-db/database/neo4j/cypher/load.cyp | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/gfe-db/database/neo4j/cypher/load.cyp b/gfe-db/database/neo4j/cypher/load.cyp
index bdfc3fa9..22a1af85 100755
--- a/gfe-db/database/neo4j/cypher/load.cyp
+++ b/gfe-db/database/neo4j/cypher/load.cyp
@@ -92,7 +92,7 @@ CALL apoc.periodic.iterate(
     MATCH (acc:IPD_Accession { name: row.acc_name})
     MERGE (gfe)-[rel:HAS_IPD_ALLELE]->(ipd)
     ON CREATE SET rel.releases = [replace(row.imgt_release, ".", "")]
-    ON MATCH SET rel.releases = rel.releases + [replace(row.imgt_release, ".", "")]
+    ON MATCH SET rel.releases = apoc.coll.toSet(rel.releases + [replace(row.imgt_release, ".", "")])
     MERGE (gfe)-[acc_rel:HAS_IPD_ACCESSION]->(acc)
     ON CREATE SET acc_rel.release = row.imgt_release
     ',

From 1d457a0271a4a2bd995a978a902c34b5a87ea75e Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 12 Jan 2024 15:52:03 -0800
Subject: [PATCH 247/367] update DatabaseSyncScriptsDocument to copy Cypher
 scripts

---
 gfe-db/database/template.yaml | 11 ++++++++---
 1 file changed, 8 insertions(+), 3 deletions(-)

diff --git a/gfe-db/database/template.yaml b/gfe-db/database/template.yaml
index d2d0ec29..f01ec5b6 100644
--- a/gfe-db/database/template.yaml
+++ b/gfe-db/database/template.yaml
@@ -513,9 +513,13 @@ Resources:
             description: !Sub "Downloads all files under the ${AppName} scripts prefix"
             default:
               path: !Sub 'https://{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}.s3.amazonaws.com/config/scripts/'
-          commandLine:
+          copyCypherScripts:
+            type: "String"
+            description: "Copies Cypher scripts to the database"
+            default: 'make neo4j.init.download-scripts'
+          setUserPermissions:
             type: "String"
-            description: "Deletes ETag files created by SSM Agent."
+            description: "Deletes ETag files created by SSM Agent and set user permissions."
             default: 'rm *.etag && find . \( -name "*.sh" -o -name "Makefile" -o -name "init" \) -exec chown ubuntu {} \; && find . \( -name "*.sh" -o -name "Makefile" -o -name "init" \) -exec chgrp ubuntu {} \;'
           workingDirectory:
             type: "String"
@@ -539,7 +543,8 @@ Resources:
                 - ""
                 - "directory=$(pwd)"
                 - "export PATH=$PATH:$directory"
-                - " {{ commandLine }} " 
+                - "cd {{ workingDirectory }} && {{ copyCypherScripts }}"
+                - " {{ setUserPermissions }} " 
                 - ""
               workingDirectory: "{{ workingDirectory }}"
               timeoutSeconds: "{{ executionTimeout }}"

From 4edd814531fe21ba77aba28d0f5ec943ad62de11 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 12 Jan 2024 17:08:42 -0800
Subject: [PATCH 248/367] sort releases array

---
 gfe-db/database/neo4j/cypher/load.cyp | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/gfe-db/database/neo4j/cypher/load.cyp b/gfe-db/database/neo4j/cypher/load.cyp
index 22a1af85..9bc6a980 100755
--- a/gfe-db/database/neo4j/cypher/load.cyp
+++ b/gfe-db/database/neo4j/cypher/load.cyp
@@ -92,7 +92,7 @@ CALL apoc.periodic.iterate(
     MATCH (acc:IPD_Accession { name: row.acc_name})
     MERGE (gfe)-[rel:HAS_IPD_ALLELE]->(ipd)
     ON CREATE SET rel.releases = [replace(row.imgt_release, ".", "")]
-    ON MATCH SET rel.releases = apoc.coll.toSet(rel.releases + [replace(row.imgt_release, ".", "")])
+    ON MATCH SET rel.releases = apoc.coll.sort(apoc.coll.toSet(rel.releases + [replace(row.imgt_release, ".", "")]))
     MERGE (gfe)-[acc_rel:HAS_IPD_ACCESSION]->(acc)
     ON CREATE SET acc_rel.release = row.imgt_release
     ',

From 8029dfc9dc6780505cd07e7e40daddd71bc040f3 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 12 Jan 2024 19:04:36 -0800
Subject: [PATCH 249/367] minor formatting fixes

---
 gfe-db/database/template.yaml       |  8 +++++---
 gfe-db/infrastructure/template.yaml | 14 +++++++-------
 2 files changed, 12 insertions(+), 10 deletions(-)

diff --git a/gfe-db/database/template.yaml b/gfe-db/database/template.yaml
index f01ec5b6..19a81ee3 100644
--- a/gfe-db/database/template.yaml
+++ b/gfe-db/database/template.yaml
@@ -52,6 +52,8 @@ Conditions:
 Resources:
   Neo4jCredentialsSecret:
     Type: AWS::SecretsManager::Secret
+    DeletionPolicy: Delete
+    UpdateReplacePolicy: Delete
     Properties:
       Name: !Sub /${AppName}/${Stage}/${AWS::Region}/Neo4jCredentials
       Description: Neo4j credentials for gfedb datase; Specified in the deployment environment.
@@ -65,9 +67,9 @@ Resources:
       Value: !Ref Neo4jCredentialsSecret
   Neo4jDatabaseInstance:
     Type: AWS::EC2::Instance
-    # CreationPolicy:
-    #   ResourceSignal:
-    #     Timeout: PT10M
+    CreationPolicy:
+      ResourceSignal:
+        Timeout: PT10M
     Properties:
       KeyName: !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/EC2KeyPairName}}'
       DisableApiTermination: false
diff --git a/gfe-db/infrastructure/template.yaml b/gfe-db/infrastructure/template.yaml
index d203dc48..d4327a11 100644
--- a/gfe-db/infrastructure/template.yaml
+++ b/gfe-db/infrastructure/template.yaml
@@ -43,11 +43,11 @@ Parameters:
 Conditions:
   # Important: All stacks (infra, database, pipeline) should use the same conditions
   CreateVpc: !Equals [!Ref createVpc, 'true']
-  CreateVpcPublic: !And [!Equals [!Ref createVpc, 'true'], !Equals [!Ref usePrivateSubnet, 'false']]
+  # CreateVpcPublic: !And [!Equals [!Ref createVpc, 'true'], !Equals [!Ref usePrivateSubnet, 'false']]
   CreateVpcPrivate: !And [!Equals [!Ref createVpc, 'true'], !Equals [!Ref usePrivateSubnet, 'true']]
-  UseExternalVpc: !Equals [!Ref createVpc, 'false']
-  UseExternalVpcPublic: !And [!Equals [!Ref createVpc, 'false'], !Equals [!Ref usePrivateSubnet, 'false']]
-  UseExternalVpcPrivate: !And [!Equals [!Ref createVpc, 'false'], !Equals [!Ref usePrivateSubnet, 'true']]
+  # UseExternalVpc: !Equals [!Ref createVpc, 'false']
+  # UseExternalVpcPublic: !And [!Equals [!Ref createVpc, 'false'], !Equals [!Ref usePrivateSubnet, 'false']]
+  # UseExternalVpcPrivate: !And [!Equals [!Ref createVpc, 'false'], !Equals [!Ref usePrivateSubnet, 'true']]
   UsePrivateSubnet: !Equals [!Ref usePrivateSubnet, 'true']
   UsePrivateSubnetDeployNatGateway: !And [!Equals [!Ref usePrivateSubnet, 'true'], !Equals [!Ref deployNatGateway, 'true']]
   UsePublicSubnet: !Equals [!Ref usePrivateSubnet, 'false']
@@ -89,13 +89,12 @@ Resources:
       Description: "Name of application"
       Value: !Ref AppName
 
-  CreateVpcParameter:
   CreateVpcParameter:
     Type: AWS::SSM::Parameter
     Properties:
       Type: String
       Name: !Sub '/${AppName}/${Stage}/${AWS::Region}/CreateVpc'
-      Description: !Sub "True if stack creates a VPC, false if stack uses an existing VPC"
+      Description: "True if stack creates a VPC, false if stack uses an existing VPC"
       Value: !Ref createVpc
 
   CreateVpcConditionVpc:
@@ -167,7 +166,6 @@ Resources:
     Type: AWS::EC2::Route
     Condition: CreateVpc
     DependsOn:
-      - CreateVpcConditionInternetGateway
       - CreateVpcConditionVpcGatewayAttachment
     Properties:
       RouteTableId: !Ref CreateVpcConditionPublicRouteTable
@@ -326,6 +324,8 @@ Resources:
 
   GitHubPersonalAccessTokenSecret:
     Type: AWS::SecretsManager::Secret
+    UpdateReplacePolicy: Delete
+    DeletionPolicy: Delete
     Properties:
       Name: !Sub "${AppName}-${Stage}-GitHubPersonalAccessToken"
       Description: GitHub Personal Access Token for repository access

From 31318d90d9a0f53c165a36090dbfb82020dce614 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 13 Jan 2024 18:50:46 -0800
Subject: [PATCH 250/367] create Neo4j users

---
 gfe-db/database/neo4j/cypher/create_user.cyp |  3 ++
 gfe-db/database/scripts/Makefile             |  4 ++
 gfe-db/database/scripts/init/create_users.sh | 45 ++++++++++++++++++++
 3 files changed, 52 insertions(+)
 create mode 100644 gfe-db/database/neo4j/cypher/create_user.cyp
 create mode 100644 gfe-db/database/scripts/init/create_users.sh

diff --git a/gfe-db/database/neo4j/cypher/create_user.cyp b/gfe-db/database/neo4j/cypher/create_user.cyp
new file mode 100644
index 00000000..16a91356
--- /dev/null
+++ b/gfe-db/database/neo4j/cypher/create_user.cyp
@@ -0,0 +1,3 @@
+CREATE USER $username IF NOT EXISTS
+    SET PLAINTEXT PASSWORD $password
+    SET PASSWORD CHANGE REQUIRED;
diff --git a/gfe-db/database/scripts/Makefile b/gfe-db/database/scripts/Makefile
index d130f4bf..4d108846 100644
--- a/gfe-db/database/scripts/Makefile
+++ b/gfe-db/database/scripts/Makefile
@@ -115,6 +115,10 @@ neo4j.query.init.ssl:
 neo4j.query.init.no-ssl:
 	@cat ${NEO4J_HOME}/cypher/init.cyp | cypher-shell -u ${NEO4J_USERNAME} -p ${NEO4J_PASSWORD} -a bolt://127.0.0.1:7687 --encryption false
 
+neo4j.query.create-users: #=> users=<username:password,...>
+	@echo "Creating users"
+	@bash init/create_users.sh "$$users"
+
 neo4j.query: #=> query=<cypher string>
 ifeq ($(USE_PRIVATE_SUBNET),true)
 	@echo "$$query" | cypher-shell -u ${NEO4J_USERNAME} -p ${NEO4J_PASSWORD} -a bolt://127.0.0.1:7687 --encryption false
diff --git a/gfe-db/database/scripts/init/create_users.sh b/gfe-db/database/scripts/init/create_users.sh
new file mode 100644
index 00000000..7cdb2b75
--- /dev/null
+++ b/gfe-db/database/scripts/init/create_users.sh
@@ -0,0 +1,45 @@
+#!/bin/bash -xeu
+
+# Comma-separated list of users to create
+USERS=$1 # username:password,...
+
+if [ -z "${USERS}" ]; then
+    echo "No users specified, exiting"
+    exit 1
+fi
+
+if [ "${USE_PRIVATE_SUBNET}" = true ]; then
+  NEO4J_URI=bolt://127.0.0.1:7687
+  ENCRYPTION=false
+else
+    NEO4J_URI=neo4j+s://${SUBDOMAIN}.${HOST_DOMAIN}:7687
+    ENCRYPTION=default
+fi
+
+echo "NEO4J_URI=${NEO4J_URI}"
+echo "ENCRYPTION=${ENCRYPTION}"
+
+RETURN_CODES=0
+for user in $(echo $USERS | sed "s/,/ /g")
+do
+    username=$(echo $user | cut -d':' -f1)
+    password=$(echo $user | cut -d':' -f2)
+    echo "Creating user ${username}..."
+    cat $NEO4J_HOME/cypher/create_user.cyp | \
+    cypher-shell \
+        -u neo4j \
+        -p ${NEO4J_PASSWORD} \
+        -a ${NEO4J_URI} \
+        --encryption ${ENCRYPTION} \
+        -P "username => \"${username}\"" \
+        -P "password => \"${password}\""
+    RETURN_CODES=$((RETURN_CODES + $?))
+done
+
+if [ $RETURN_CODES -ne 0 ]; then
+    echo "Failed to create users"
+    exit 1
+else
+    echo "Success"
+    exit 0
+fi
\ No newline at end of file

From 478bc9118de1c2014fc27d360c74a587a78f0614 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Wed, 17 Jan 2024 11:02:24 -0800
Subject: [PATCH 251/367] validate user credentials

---
 Makefile | 22 +++++++++++++++++++++-
 1 file changed, 21 insertions(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index fafa0c67..65880110 100644
--- a/Makefile
+++ b/Makefile
@@ -355,6 +355,23 @@ else
 endif
 endif
 
+env.validate.create-neo4j-users:
+	@if [ -n "${CREATE_NEO4J_USERS}" ]; then \
+	    valid_format=1; \
+	    IFS=',' read -ra ADDR <<< "${CREATE_NEO4J_USERS}"; \
+	    for user_pass in "$${ADDR[@]}"; do \
+	        if [[ ! $$user_pass =~ ^[^:]+:[^:]+$$ ]]; then \
+	            valid_format=0; \
+	            break; \
+	        fi; \
+	    done; \
+	    if [[ $$valid_format -eq 0 ]]; then \
+	        echo "\033[0;31mERROR: Invalid Neo4j user format. Please use the format \`username:password\`.\033[0m"; \
+	    fi; \
+	else \
+	    echo "\033[0;34mNo Neo4j users defined, skipping validation.\033[0m"; \
+	fi
+
 env.validate.boolean-vars:
 	@$(foreach var,$(BOOLEAN_VARS),\
 		if [ "$(value $(var))" != "" ] && [ "$(value $(var))" != "true" ] && [ "$(value $(var))" != "false" ]; then \
@@ -390,7 +407,7 @@ else ifeq ($(CREATE_VPC),true)
 	$(call blue, "**** This deployment includes a VPC ****")
 endif
 
-env.validate: check.dependencies env.validate.vars env.validate.boolean-vars env.validate.stage env.validate.create-vpc.vars env.validate.use-private-subnet.vars
+env.validate: check.dependencies env.validate.vars env.validate.boolean-vars env.validate.stage env.validate.create-vpc.vars env.validate.use-private-subnet.vars env.validate.create-neo4j-users
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Found environment variables" 2>&1 | tee -a ${CFN_LOG_PATH}
 
 options-screen:
@@ -547,6 +564,9 @@ database.config.update:
 database.ssl.renew-cert:
 	$(MAKE) -C ${APP_NAME}/database/ service.ssl.renew-cert
 
+database.config.create-users:
+	$(MAKE) -C ${APP_NAME}/database/ service.config.neo4j.create-users
+
 database.backup:
 	@echo "Backing up $${APP_NAME} server..."
 	$(MAKE) -C ${APP_NAME}/database/ service.backup

From a709dc2779d2d2d6ae6fc93581a5ea2f051d72e8 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Wed, 17 Jan 2024 11:05:27 -0800
Subject: [PATCH 252/367] create Neo4j users and set NEO4J_URI in user data

---
 gfe-db/database/Makefile                     |  7 ++--
 gfe-db/database/scripts/Makefile             |  6 +--
 gfe-db/database/scripts/init/create_users.sh | 22 ++++++----
 gfe-db/database/template.yaml                | 44 ++++++++++++++++----
 4 files changed, 54 insertions(+), 25 deletions(-)

diff --git a/gfe-db/database/Makefile b/gfe-db/database/Makefile
index c5e3e872..c1f39cfd 100644
--- a/gfe-db/database/Makefile
+++ b/gfe-db/database/Makefile
@@ -15,7 +15,7 @@ service.config.scripts.deploy:
 		| tee -a $$CFN_LOG_PATH && \
 	aws s3 cp --recursive --quiet scripts/ $$script_s3_path
 
-service.config.scripts.sync: service.config.scripts.deploy
+service.config.scripts.sync: service.config.scripts.deploy service.config.neo4j.deploy
 	@document_name="$$(aws ssm get-parameter \
 		--name "/$${APP_NAME}/$${STAGE}/$${AWS_REGION}/DatabaseSyncScriptsDocumentName" | jq -r '.Parameter.Value')" && \
 	res=$$(aws ssm send-command \
@@ -41,7 +41,7 @@ service.config.cloudwatch-agent.deploy:
 	@rm -rf amazon-cloudwatch-agent/tmp/
 
 service.config.neo4j.deploy:
-	@aws s3 cp --recursive neo4j/cypher/ s3://$$DATA_BUCKET_NAME/config/neo4j/cypher/ 2>&1 | tee -a $$CFN_LOG_PATH
+	@aws s3 cp --recursive --quiet neo4j/cypher/ s3://$$DATA_BUCKET_NAME/config/neo4j/cypher/ 2>&1 | tee -a $$CFN_LOG_PATH
 
 service.config.deploy: service.config.scripts.deploy service.config.cloudwatch-agent.deploy service.config.neo4j.deploy
 
@@ -76,6 +76,7 @@ service.deploy:
 			UbuntuAmiId="$${UBUNTU_AMI_ID}" \
 			Neo4jDatabaseName="$${NEO4J_DATABASE_NAME}" \
 			Neo4jPassword="$${NEO4J_PASSWORD}" \
+			CreateNeo4jUsers="$${CREATE_NEO4J_USERS}" \
 			DatabaseVolumeSize="$${DATABASE_VOLUME_SIZE}" \
 			HostDomain="$${HOST_DOMAIN}" \
 			Subdomain="$${SUBDOMAIN}" \
@@ -98,7 +99,7 @@ service.backup:
 		--instance-id "$${INSTANCE_ID}" | jq -r '.StatusDetails' | tee -a $$CFN_LOG_PATH
 
 service.backup.list:
-	@aws s3 ls --recursive s3://${DATA_BUCKET_NAME}/backups/${SERVICE}/${NEO4J_DATABASE_NAME}/
+	@aws s3 ls --recursive --human-readable s3://${DATA_BUCKET_NAME}/backups/${SERVICE}/${NEO4J_DATABASE_NAME}/
 
 service.backup.get-current:
 	@res=$$(aws ssm get-parameter \
diff --git a/gfe-db/database/scripts/Makefile b/gfe-db/database/scripts/Makefile
index 4d108846..5f1b02a4 100644
--- a/gfe-db/database/scripts/Makefile
+++ b/gfe-db/database/scripts/Makefile
@@ -11,7 +11,7 @@ export REPORTS_DIR := ${UBUNTU_HOME}/reports
 export NEO4J_USERNAME=$(shell aws secretsmanager get-secret-value --secret-id "/${APP_NAME}/${STAGE}/${AWS_REGION}/Neo4jCredentials" | jq -r '.SecretString' | jq -r '.NEO4J_USERNAME')
 export NEO4J_PASSWORD=$(shell aws secretsmanager get-secret-value --secret-id "/${APP_NAME}/${STAGE}/${AWS_REGION}/Neo4jCredentials" | jq -r '.SecretString' | jq -r '.NEO4J_PASSWORD')
 
-REQUIRED_VARS := UBUNTU_HOME NEO4J_HOME INSTANCE_ID DATA_BUCKET_NAME NEO4J_USERNAME NEO4J_PASSWORD NEO4J_DATABASE_NAME ADMIN_EMAIL GDS_VERSION
+REQUIRED_VARS := UBUNTU_HOME NEO4J_HOME INSTANCE_ID DATA_BUCKET_NAME NEO4J_USERNAME NEO4J_PASSWORD NEO4J_DATABASE_NAME ADMIN_EMAIL GDS_VERSION NEO4J_URI NEO4J_ENCRYPTION
 
 target:
 	$(info ${HELP_MESSAGE})
@@ -30,10 +30,6 @@ env.validate.vars:
 	@echo "$$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Found environment variables" 2>&1
 
 bootstrap: env.validate.vars
-	# $(MAKE) cfn-helpers.install
-	# $(MAKE) ssm.install
-	# $(MAKE) cloudwatch.install
-	# $(MAKE) cfn-signal exitcode=0
 ifeq ($(USE_PRIVATE_SUBNET),false)
 	$(MAKE) eip.waiter
 	$(MAKE) ssl.create-cert
diff --git a/gfe-db/database/scripts/init/create_users.sh b/gfe-db/database/scripts/init/create_users.sh
index 7cdb2b75..e0c88136 100644
--- a/gfe-db/database/scripts/init/create_users.sh
+++ b/gfe-db/database/scripts/init/create_users.sh
@@ -8,16 +8,22 @@ if [ -z "${USERS}" ]; then
     exit 1
 fi
 
-if [ "${USE_PRIVATE_SUBNET}" = true ]; then
-  NEO4J_URI=bolt://127.0.0.1:7687
-  ENCRYPTION=false
-else
-    NEO4J_URI=neo4j+s://${SUBDOMAIN}.${HOST_DOMAIN}:7687
-    ENCRYPTION=default
+if [ -z "${NEO4J_URI}" ]; then
+    echo "No NEO4J_URI specified, exiting"
+    exit 1
+fi
+
+if [ -z "${NEO4J_ENCRYPTION}" ]; then
+    echo "No NEO4J_ENCRYPTION specified, exiting"
+    exit 1
+fi
+if [ -z "${NEO4J_PASSWORD}" ]; then
+    echo "No NEO4J_PASSWORD specified, exiting"
+    exit 1
 fi
 
 echo "NEO4J_URI=${NEO4J_URI}"
-echo "ENCRYPTION=${ENCRYPTION}"
+echo "NEO4J_ENCRYPTION=${NEO4J_ENCRYPTION}"
 
 RETURN_CODES=0
 for user in $(echo $USERS | sed "s/,/ /g")
@@ -30,7 +36,7 @@ do
         -u neo4j \
         -p ${NEO4J_PASSWORD} \
         -a ${NEO4J_URI} \
-        --encryption ${ENCRYPTION} \
+        --encryption ${NEO4J_ENCRYPTION} \
         -P "username => \"${username}\"" \
         -P "password => \"${password}\""
     RETURN_CODES=$((RETURN_CODES + $?))
diff --git a/gfe-db/database/template.yaml b/gfe-db/database/template.yaml
index 19a81ee3..908a9c00 100644
--- a/gfe-db/database/template.yaml
+++ b/gfe-db/database/template.yaml
@@ -7,11 +7,11 @@ Parameters:
   AppName:
     Type: String
     Description: Application name
-  createVpc:
-    Type: String
-    AllowedValues:
-      - 'true'
-      - 'false'
+  # createVpc:
+  #   Type: String
+  #   AllowedValues:
+  #     - 'true'
+  #     - 'false'
   usePrivateSubnet:
     Type: String
     AllowedValues:
@@ -20,7 +20,7 @@ Parameters:
   DataBucketName:
     Type: String
   UbuntuAmiId:
-    Type: String
+    Type: AWS::EC2::Image::Id
     Description: AMI ID for Neo4j Community edition from AWS Marketplace
   Neo4jDatabaseName:
     Type: String
@@ -29,6 +29,10 @@ Parameters:
     Type: String
     Description: Password for Neo4j database
     NoEcho: true
+  CreateNeo4jUsers:
+    Type: String
+    Description: Comma-separated list of Neo4j users
+    NoEcho: true
   DatabaseVolumeSize:
     Type: String
   HostDomain:
@@ -152,6 +156,18 @@ Resources:
           /opt/aws/amazon-cloudwatch-agent/bin/amazon-cloudwatch-agent-ctl -a fetch-config -m ec2 -s -c file:/opt/aws/amazon-cloudwatch-agent/etc/amazon-cloudwatch-agent.json
           [ $(amazon-cloudwatch-agent-ctl -a status | jq -r '.status') = running ] && echo "INFO: CloudWatch Logs Agent is running" || \
             (msg="ERROR: CloudWatch Logs Agent did not initialize correctly" && echo $msg && cfn_signal 1 "$msg" && exit 1)
+          # Set NEO4J_URI
+          export USE_PRIVATE_SUBNET=${usePrivateSubnet}
+          if [ "$USE_PRIVATE_SUBNET" = true ]; then
+            export NEO4J_URI=bolt://127.0.0.1:7687
+            export NEO4J_ENCRYPTION=false
+          elif [ "$USE_PRIVATE_SUBNET" = false ]; then
+            export NEO4J_URI=neo4j+s://${Subdomain}.${HostDomain}:7687
+            export NEO4J_ENCRYPTION=default
+          else
+            echo "ERROR: USE_PRIVATE_SUBNET must be set to 'true' or 'false'"
+            exit 1
+          fi
           # Permanently set application environment variables (these should never change for the duration of the deployment)
           echo "INFO: Setting application environment variables"
           echo "INSTANCE_ID=$INSTANCE_ID" > $UBUNTU_HOME/env.sh
@@ -159,13 +175,15 @@ Resources:
           echo "NEO4J_HOME=$NEO4J_HOME" >> $UBUNTU_HOME/env.sh
           echo "STAGE=${Stage}" >> $UBUNTU_HOME/env.sh
           echo "APP_NAME=${AppName}" >> $UBUNTU_HOME/env.sh
-          echo "USE_PRIVATE_SUBNET=${usePrivateSubnet}" >> $UBUNTU_HOME/env.sh
+          echo "USE_PRIVATE_SUBNET=$USE_PRIVATE_SUBNET" >> $UBUNTU_HOME/env.sh
           echo "AWS_REGION=us-east-1" >> $UBUNTU_HOME/env.sh
           echo "DATA_BUCKET_NAME=${DataBucketName}" >> $UBUNTU_HOME/env.sh
           echo "HOST_DOMAIN=${HostDomain}" >> $UBUNTU_HOME/env.sh
           echo "SUBDOMAIN=${Subdomain}" >> $UBUNTU_HOME/env.sh
           echo "ADMIN_EMAIL=${AdminEmail}" >> $UBUNTU_HOME/env.sh
           echo "NEO4J_DATABASE_NAME=${Neo4jDatabaseName}" >> $UBUNTU_HOME/env.sh
+          echo "NEO4J_URI=$NEO4J_URI" >> $UBUNTU_HOME/env.sh
+          echo "NEO4J_ENCRYPTION=$NEO4J_ENCRYPTION" >> $UBUNTU_HOME/env.sh
           echo "APOC_VERSION=${APOCVersion}" >> $UBUNTU_HOME/env.sh
           echo "GDS_VERSION=${GDSVersion}" >> $UBUNTU_HOME/env.sh
           echo "PRIVATE_IP=$(curl -sS http://169.254.169.254/latest/meta-data/local-ipv4)" >> $UBUNTU_HOME/env.sh
@@ -178,9 +196,9 @@ Resources:
           exit_code=0
           msg="The following variables failed to be set: "
           if [ $USE_PRIVATE_SUBNET = "true" ]; then
-            vars="UBUNTU_HOME STAGE APP_NAME USE_PRIVATE_SUBNET AWS_REGION DATA_BUCKET_NAME PRIVATE_IP ADMIN_EMAIL APOC_VERSION GDS_VERSION"
+            vars="UBUNTU_HOME STAGE APP_NAME USE_PRIVATE_SUBNET AWS_REGION DATA_BUCKET_NAME PRIVATE_IP ADMIN_EMAIL APOC_VERSION GDS_VERSION NEO4J_URI NEO4J_ENCRYPTION"
           elif [ $USE_PRIVATE_SUBNET = "false" ]; then
-            vars="UBUNTU_HOME STAGE APP_NAME USE_PRIVATE_SUBNET AWS_REGION DATA_BUCKET_NAME HOST_DOMAIN SUBDOMAIN ADMIN_EMAIL APOC_VERSION GDS_VERSION"
+            vars="UBUNTU_HOME STAGE APP_NAME USE_PRIVATE_SUBNET AWS_REGION DATA_BUCKET_NAME HOST_DOMAIN SUBDOMAIN ADMIN_EMAIL APOC_VERSION GDS_VERSION NEO4J_URI NEO4J_ENCRYPTION"
           else
             echo "ERROR: USE_PRIVATE_SUBNET must be set to 'true' or 'false'"
             exit 1
@@ -284,6 +302,14 @@ Resources:
             exit 1
           fi
           cd $UBUNTU_HOME && make neo4j
+          CREATE_NEO4J_USERS=${CreateNeo4jUsers}
+          if [ ! -z "$CREATE_NEO4J_USERS" ]; then
+            echo "INFO: Creating Neo4j users"
+            cd $UBUNTU_HOME && make neo4j.query.create-users users="${CreateNeo4jUsers}"
+          else 
+            echo "INFO: No Neo4j users to create"
+          fi
+          unset CREATE_NEO4J_USERS
           exit_code=$?
           [ $exit_code -eq 0 ] && echo "INFO: Neo4j initialized successfully" || (msg="ERROR: Neo4j failed to initialize" && echo $msg && cfn_signal 1 "$msg" && exit 1)
           cypher_constraints=$(sudo make neo4j.query.show-constraints | awk -F, 'NR>1 {print $2}')

From 07b4995b6229689f48583d817fd86772f0b3957e Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Wed, 17 Jan 2024 11:55:05 -0800
Subject: [PATCH 253/367] fix incorrect restore target validation

---
 gfe-db/database/Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/gfe-db/database/Makefile b/gfe-db/database/Makefile
index c1f39cfd..67ba3b51 100644
--- a/gfe-db/database/Makefile
+++ b/gfe-db/database/Makefile
@@ -128,7 +128,7 @@ service.restore: #from_path=s3://<backup path>
 service.restore.pre-validate:
 	@echo "Validating restore pre-conditions"
 	@echo "Checking if backup exists for $$from_path"
-	@backup_object=$$(aws s3 ls $$from_path | cut -d ' ' -f 6-) && \
+	@backup_object=$$(aws s3 ls $$from_path | cut -d ' ' -f 5-) && \
 	[ "$$backup_object" != "" ] || (echo "ERROR: Backup does not exist" && exit 1) && \
 	echo "Found backup target for $$backup_object"
 

From 267e703d019c3cbeeeb3e8f895f1e8f5254600aa Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Wed, 17 Jan 2024 15:05:31 -0800
Subject: [PATCH 254/367] update validation queries

---
 gfe-db/pipeline/functions/execute_validation_queries/app.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/gfe-db/pipeline/functions/execute_validation_queries/app.py b/gfe-db/pipeline/functions/execute_validation_queries/app.py
index 613f90ba..7b3ce7ad 100644
--- a/gfe-db/pipeline/functions/execute_validation_queries/app.py
+++ b/gfe-db/pipeline/functions/execute_validation_queries/app.py
@@ -72,7 +72,7 @@ def lambda_handler(event, context):
 
 has_ipd_allele_release_counts_cql = """MATCH (:GFE)-[r:HAS_IPD_ALLELE]->(:IPD_Allele)
 WITH r, apoc.coll.toSet(r.releases) as releases
-UNWIND releases as release_version
+UNWIND toIntegerList(releases) as release_version
 RETURN DISTINCT release_version, count(release_version) as count
 ORDER BY release_version;"""
 

From def04c128d3b64121d80c3ef92a49d78b1f5c305 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Wed, 17 Jan 2024 15:05:47 -0800
Subject: [PATCH 255/367] install APOC and GDS in Docker

---
 gfe-db/local/Dockerfile | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/gfe-db/local/Dockerfile b/gfe-db/local/Dockerfile
index f6f2214a..64e97a43 100644
--- a/gfe-db/local/Dockerfile
+++ b/gfe-db/local/Dockerfile
@@ -1,9 +1,12 @@
 FROM neo4j:5.15-community-bullseye
 
 ENV NEO4J_AUTH=none
+ENV NEO4J_PLUGINS='["apoc", "apoc-extended", "graph-data-science"]'
 
 ARG NEO4J_DATABASE_NAME
 
 RUN sed -i "s/#initial.dbms.default_database=neo4j/initial.dbms.default_database=$NEO4J_DATABASE_NAME/g" "${NEO4J_HOME}/conf/neo4j.conf"
+RUN sed -i "s/#dbms.security.procedures.allowlist=apoc.coll.*,apoc.load.*,gds.*/dbms.security.procedures.allowlist=apoc.*,gds.*/g" "${NEO4J_HOME}/conf/neo4j.conf"
+
 
 COPY neo4j/data "${NEO4J_HOME}/data"
\ No newline at end of file

From 8adfb8eb09d6c2775c7d835a8750e8fba071328b Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Wed, 17 Jan 2024 15:10:48 -0800
Subject: [PATCH 256/367] update README

---
 README.md | 10 +++++++++-
 1 file changed, 9 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 426d7601..6fa494fd 100755
--- a/README.md
+++ b/README.md
@@ -279,6 +279,8 @@ Private deployments require a NAT Gateway which can be deployed along with the s
 #### Shell Variables
 These variables must be defined before running Make. The best way to set these variables is with a `.env.<stage>` file following this structure. For optional resources such as VPCs, subnets, VPC endpoints and NAT Gateways, an external resource ID is required if it is not deployed as part of the stack.
 
+***Important:*** Using `.env.<stage>` allows for multiple deployments to different environments. Make sure to update `.gitignore` with `.env*` to avoid pushing sensitive data to public repositories. For example, if your deployment stage is labeled `dev` your .env file should be named `.env.dev` and you would deploy by calling `STAGE=dev make deploy`.
+
 | Variable                           | Data Type | Example Value           | Required    | Notes                                                    |
 | ---------------------------------- | --------- | ----------------------- | ----------- | -------------------------------------------------------- |
 | AWS_PROFILE                        | string    | user_profile            | Yes         | AWS account profile name                                 |
@@ -611,7 +613,7 @@ STAGE=<stage> make database.restore from_date=<YYYY/MM/DD/HH>
 ```
 
 ## Run `gfe-db` Locally Using Docker
-Once the application has been deployed and the database is loaded, it is possible to build and run the latest version of gfe-db locally using Docker.
+Once the application has been deployed and the database is loaded, it is possible to build a Docker image and run the latest version of gfe-db locally.
 
 ### Build Environment
 Make sure you have added your Docker Hub credentials to your .env file.
@@ -628,6 +630,12 @@ STAGE=<stage> make local.build
 ```
 
 Once the image is built and pushed to Docker Hub you can run the command to run the most recent version of gfe-db locally.
+1. Make DOCKER_USERNAME is available in the `.env.<stage>` and export the variables to your shell.
+```bash
+# Export the environment variables
+set -a; source .env.<stage>; set +a
+```
+2. Run the command to run gfe-db locally.
 ```bash
 # Run from the root directory of gfe-db
 docker run \

From dc165181eed5eed0b8882c7aea704af9b48f59c7 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Wed, 17 Jan 2024 17:59:33 -0800
Subject: [PATCH 257/367] fix missing database security group on existing VPC
 endpoints

---
 gfe-db/infrastructure/Makefile | 35 +++++++++++++++++++---------------
 1 file changed, 20 insertions(+), 15 deletions(-)

diff --git a/gfe-db/infrastructure/Makefile b/gfe-db/infrastructure/Makefile
index d3391014..ac7a9c12 100644
--- a/gfe-db/infrastructure/Makefile
+++ b/gfe-db/infrastructure/Makefile
@@ -45,38 +45,43 @@ ifeq ($(USE_PRIVATE_SUBNET),false)
 	$(MAKE) service.deploy.update-dns
 else ifeq ($(USE_PRIVATE_SUBNET),true)
 ifeq ($(HAS_STAGE),null)
+
+
 ifeq ($(CREATE_SSM_VPC_ENDPOINT),true)
 	$(call blue, Creating Systems Manager VPC endpoint...)
 	$(MAKE) service.deploy.create-endpoint service=ssm
 else 
 	$(MAKE) service.deploy.create-endpoint-id-parameter service=ssm vpce_id=${SSM_VPC_ENDPOINT_ID}
-	$(eval vpce_type=$(shell aws ec2 describe-vpc-endpoints --query "VpcEndpoints[?VpcEndpointId=='${SSM_VPC_ENDPOINT_ID}'].VpcEndpointType" | jq -r '.[]'))
-ifeq ($(vpce_type),Interface)
-	$(call blue, Adding Neo4j Security Group to existing SSM VPC Interface endpoint...)
-	$(MAKE) service.deploy.modify-endpoint service=ssm
-endif
+	@vpce_type=$$(aws ec2 describe-vpc-endpoints --query "VpcEndpoints[?VpcEndpointId=='${SSM_VPC_ENDPOINT_ID}'].VpcEndpointType" | jq -r '.[]') && \
+	echo "vpce_type: $$vpce_type" && \
+	if [ "$$vpce_type" = "Interface" ]; then \
+		echo "\033[0;34mAdding Neo4j Security Group to existing Systems Manager VPC Interface endpoint...\033[0m" && \
+		$(MAKE) service.deploy.modify-endpoint service=ssm; \
+	fi
 endif
 ifeq ($(CREATE_SECRETSMANAGER_VPC_ENDPOINT),true)
 	$(call blue, Creating SecretsManager VPC endpoint...)
 	$(MAKE) service.deploy.create-endpoint service=secretsmanager
 else 
 	$(MAKE) service.deploy.create-endpoint-id-parameter service=secretsmanager vpce_id=${SECRETSMANAGER_VPC_ENDPOINT_ID}
-	$(eval vpce_type=$(shell aws ec2 describe-vpc-endpoints --query "VpcEndpoints[?VpcEndpointId=='${SECRETSMANAGER_VPC_ENDPOINT_ID}'].VpcEndpointType" | jq -r '.[]'))
-ifeq ($(vpce_type),Interface)
-	$(call blue, Adding Neo4j Security Group to existing SecretsManager VPC Interface endpoint...)
-	$(MAKE) service.deploy.modify-endpoint service=secretsmanager
-endif
+	@vpce_type=$$(aws ec2 describe-vpc-endpoints --query "VpcEndpoints[?VpcEndpointId=='${SECRETSMANAGER_VPC_ENDPOINT_ID}'].VpcEndpointType" | jq -r '.[]') && \
+	echo "vpce_type: $$vpce_type" && \
+	if [ "$$vpce_type" = "Interface" ]; then \
+		echo "\033[0;34mAdding Neo4j Security Group to existing SecretsManager VPC Interface endpoint...\033[0m" && \
+		$(MAKE) service.deploy.modify-endpoint service=secretsmanager; \
+	fi
 endif
 ifeq ($(CREATE_S3_VPC_ENDPOINT),true)
 	$(call blue, Creating S3 VPC endpoint...)
 	$(MAKE) service.deploy.create-endpoint service=s3
 else
 	$(MAKE) service.deploy.create-endpoint-id-parameter service=s3 vpce_id=${S3_VPC_ENDPOINT_ID}
-	$(eval vpce_type=$(shell aws ec2 describe-vpc-endpoints --query "VpcEndpoints[?VpcEndpointId=='${S3_VPC_ENDPOINT_ID}'].VpcEndpointType" | jq -r '.[]'))
-ifeq ($(vpce_type),Interface)
-	$(call blue, Adding Neo4j Security Group to existing S3 VPC Interface endpoint...)
-	$(MAKE) service.deploy.modify-endpoint service=s3
-endif
+	@vpce_type=$$(aws ec2 describe-vpc-endpoints --query "VpcEndpoints[?VpcEndpointId=='${S3_VPC_ENDPOINT_ID}'].VpcEndpointType" | jq -r '.[]') && \
+	echo "vpce_type: $$vpce_type" && \
+	if [ "$$vpce_type" = "Interface" ]; then \
+		echo "\033[0;34mAdding Neo4j Security Group to existing S3 VPC Interface endpoint...\033[0m" && \
+		$(MAKE) service.deploy.modify-endpoint service=s3; \
+	fi
 endif
 endif
 endif

From 2694555859aafc6a1fbf45cac0a182bfe008f933 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Wed, 17 Jan 2024 18:12:25 -0800
Subject: [PATCH 258/367] update README

---
 README.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/README.md b/README.md
index 6fa494fd..6e65f613 100755
--- a/README.md
+++ b/README.md
@@ -644,6 +644,7 @@ docker run \
     --volume=$(pwd)/gfe-db/local/neo4j/logs:/logs \
     $DOCKER_USERNAME/gfe-db:latest
 ```
+3. Navigate to `http://localhost:7474/browser/` to access the Neo4j browser. There is no authentication set so you can leave the username and password fields blank.
 
 ## Local Development
 

From 7ca0948db66a7756060968bc289801e5863d23c8 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Wed, 17 Jan 2024 18:19:23 -0800
Subject: [PATCH 259/367] update TOC and Project Structure in README

---
 README.md | 13 ++++++++++++-
 1 file changed, 12 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 6e65f613..589e5fe1 100755
--- a/README.md
+++ b/README.md
@@ -43,9 +43,15 @@ Graph database representing IPD-IMGT/HLA sequence data as GFE.
   * [Backup & Restore](#backup---restore)
     + [Backups](#backups)
     + [Restore](#restore)
+  * [Run `gfe-db` Locally Using Docker](#run--gfe-db--locally-using-docker)
+    + [Build Environment](#build-environment)
+    + [Usage](#usage)
   * [Local Development](#local-development)
     + [Creating a Python Virtual Environment](#creating-a-python-virtual-environment)
-  * [Documentation](#documentation)
+    + [Debugging Lambda Functions](#debugging-lambda-functions)
+    + [Debugging Batch Jobs](#debugging-batch-jobs)
+      - [Running the Build job using Python](#running-the-build-job-using-python)
+      - [Running the Build job using Docker](#running-the-build-job-using-docker)
     + [Editing and Building the Documentation](#editing-and-building-the-documentation)
   * [Troubleshooting](#troubleshooting)
   * [Authors](#authors)
@@ -87,6 +93,11 @@ Graph database representing IPD-IMGT/HLA sequence data as GFE.
     │   │       └── template.yaml
     │   ├── change-batch.json
     │   └── template.yaml
+    # Docker layer
+    ├── local
+    │   ├── Dockerfile                              # Dockerfile for building the Neo4j Docker image
+    │   ├── Makefile
+    │   └── build-local.sh                          # Builds the Neo4j Docker image from backup and installs plugins
     # Data Pipeline layer
     └── pipeline                                     # Data pipeline including Batch job, Lambda functions & state machine
         ├── Makefile

From 93ae974616306bda895acb7c57fa23b49162e639 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Wed, 17 Jan 2024 18:21:14 -0800
Subject: [PATCH 260/367] fix bad link

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 589e5fe1..c4e76be0 100755
--- a/README.md
+++ b/README.md
@@ -43,7 +43,7 @@ Graph database representing IPD-IMGT/HLA sequence data as GFE.
   * [Backup & Restore](#backup---restore)
     + [Backups](#backups)
     + [Restore](#restore)
-  * [Run `gfe-db` Locally Using Docker](#run--gfe-db--locally-using-docker)
+  * [Run `gfe-db` Locally Using Docker](#run-gfe-db-locally-using-docker)
     + [Build Environment](#build-environment)
     + [Usage](#usage)
   * [Local Development](#local-development)

From bb07442be0272702d26d33f30e59e9869c284296 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 19 Jan 2024 12:52:51 -0800
Subject: [PATCH 261/367] format api responses in stdout

---
 gfe-db/infrastructure/Makefile | 16 +++++++++++-----
 1 file changed, 11 insertions(+), 5 deletions(-)

diff --git a/gfe-db/infrastructure/Makefile b/gfe-db/infrastructure/Makefile
index 1c6b9708..47e0b228 100644
--- a/gfe-db/infrastructure/Makefile
+++ b/gfe-db/infrastructure/Makefile
@@ -192,14 +192,18 @@ service.key-pair.create: ##=> Checks if the key pair already exists and creates
 	echo "Creating EC2 key pair \"${EC2_KEY_PAIR_NAME}\"" && \
 	aws ec2 create-key-pair --key-name ${EC2_KEY_PAIR_NAME} | jq -r '.KeyMaterial' > ${ROOT_DIR}/${EC2_KEY_PAIR_NAME}.pem && \
 	echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Storing key pair ${EC2_KEY_PAIR_NAME} in Secrets Manager" 2>&1 | tee -a $$CFN_LOG_PATH && \
-	aws secretsmanager create-secret --name "/$${APP_NAME}/$${STAGE}/$${AWS_REGION}/EC2KeyPair" \
+	res=$$(aws secretsmanager create-secret --name "/$${APP_NAME}/$${STAGE}/$${AWS_REGION}/EC2KeyPair" \
 		--description "EC2 key pair for $${STAGE}-$${APP_NAME} database" \
-		--secret-string "$$(cat ${ROOT_DIR}/${EC2_KEY_PAIR_NAME}.pem)" 2>&1 | tee -a $$CFN_LOG_PATH || true && \
-	aws ssm put-parameter \
+		--secret-string "$$(cat ${ROOT_DIR}/${EC2_KEY_PAIR_NAME}.pem)") && \
+	echo $$res | jq -r && \
+	res=$$(aws ssm put-parameter \
 		--name "/$${APP_NAME}/$${STAGE}/$${AWS_REGION}/EC2KeyPairName" \
 		--type "String" \
 		--value "${EC2_KEY_PAIR_NAME}" \
-		--overwrite 2>&1 | tee -a $$CFN_LOG_PATH || true
+		--overwrite) && \
+	echo $$res | jq -r && \
+	echo "\033[0;34mSuccessfully created EC2 key pair\033[0m" || \
+	echo "\033[0;31mFailed to create EC2 key pair\033[0m"
 
 service.deploy:
 	@aws cloudformation deploy \
@@ -255,7 +259,9 @@ service.monitoring.create-subscriptions:
 			--topic-arn "$$topic_arn" \
 			--protocol email \
 			--notification-endpoint "$$EMAIL") && \
-		echo $$res | jq -r 2>&1 | tee -a $${CFN_LOG_PATH} || true; \
+		echo $$res | jq -r && \
+		echo "\033[0;34mSuccessfully subscribed $$EMAIL to SNS topic\033[0m" || \
+		echo "\033[0;31mFailed to subscribe $$EMAIL to SNS topic\033[0m"; \
 	done
 
 service.monitoring.subscribe-email: #email=<string>

From b85ec6989f5ddba0decfab9d695b7b5f298f3bc6 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 19 Jan 2024 12:53:35 -0800
Subject: [PATCH 262/367] remove cfn logging to catch errors on deployment

---
 gfe-db/pipeline/Makefile | 7 +++----
 1 file changed, 3 insertions(+), 4 deletions(-)

diff --git a/gfe-db/pipeline/Makefile b/gfe-db/pipeline/Makefile
index be6929ac..024d660e 100644
--- a/gfe-db/pipeline/Makefile
+++ b/gfe-db/pipeline/Makefile
@@ -16,11 +16,11 @@ service.functions.deploy:
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deploying ${SERVICE} - functions" 2>&1 | tee -a $$CFN_LOG_PATH
 	@sam build \
 		--region "$${AWS_REGION}" \
-		--template-file template.yaml  2>&1 | tee -a $$CFN_LOG_PATH || true && \
+		--template-file template.yaml && \
 	sam package \
 		--region "$${AWS_REGION}" \
 		--resolve-s3 \
-		--output-template-file packaged.yaml  2>&1 | tee -a $$CFN_LOG_PATH || true && \
+		--output-template-file packaged.yaml && \
 	sam deploy \
 		--no-fail-on-empty-changeset \
 		--region "$${AWS_REGION}" \
@@ -40,8 +40,7 @@ service.functions.deploy:
 			GitHubPersonalAccessToken="$$GITHUB_PERSONAL_ACCESS_TOKEN" \
 			ECRBaseUri="${ECR_BASE_URI}" \
 			BuildServiceRepositoryName="${BUILD_REPOSITORY_NAME}" \
-			FeatureServiceUrl="${FEATURE_SERVICE_URL}" \
-			2>&1 | tee -a $$CFN_LOG_PATH || true
+			FeatureServiceUrl="${FEATURE_SERVICE_URL}"
 
 service.jobs.deploy:
 	$(MAKE) -C jobs/ deploy

From 9f3eecfffd9da5ce591d1cabbab143c889c9d0f6 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 19 Jan 2024 12:53:47 -0800
Subject: [PATCH 263/367] fix mislabeled function

---
 gfe-db/pipeline/template.yaml | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index fd10b429..bec67a8c 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -590,8 +590,7 @@ Resources:
                 - "ssm:GetCommandInvocation"
               Resource: 
                 - '*'
-
-  InvokeLoadScriptFunction:
+  GetExecutionStateFunction:
     Type: AWS::Serverless::Function
     Properties:
       Description: !Sub ${AppName} execution input validation and state retrieval

From d8fbde9124f9748795c86873b4d9ff18d83971c6 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 19 Jan 2024 13:59:22 -0800
Subject: [PATCH 264/367] fix missing permission

---
 gfe-db/pipeline/template.yaml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index bec67a8c..337dbf50 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -799,6 +799,7 @@ Resources:
                 - "batch:SubmitJob"
                 - "batch:DescribeJobs"
                 - "batch:TerminateJob"
+                - "batch:TagResource"
               Resource: 
                 - !Sub 'arn:aws:batch:${AWS::Region}:${AWS::AccountId}:job-queue/${Stage}-${AppName}*'
                 - !Sub 'arn:aws:batch:${AWS::Region}:${AWS::AccountId}:job-definition/${Stage}-${AppName}-*'

From 3090dcce5ea90bf3839c9c1133c3f491d4291acd Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 19 Jan 2024 13:59:45 -0800
Subject: [PATCH 265/367] add state

---
 gfe-db/pipeline/config/execution-state.json   | 1128 ++++++++---------
 gfe-db/pipeline/config/source-config.json     |    4 +-
 .../check_source_update/error-event.json      |    6 +-
 3 files changed, 569 insertions(+), 569 deletions(-)

diff --git a/gfe-db/pipeline/config/execution-state.json b/gfe-db/pipeline/config/execution-state.json
index b3a0cb65..d35be90f 100644
--- a/gfe-db/pipeline/config/execution-state.json
+++ b/gfe-db/pipeline/config/execution-state.json
@@ -1,8 +1,8 @@
 {
-    "created_utc": "2024-01-03T19:54:38.693Z",
+    "created_utc": "2024-01-19T20:49:24.760Z",
     "items": [
         {
-            "created_utc": "2024-01-03T19:54:38.693Z",
+            "created_utc": "2024-01-19T20:49:24.760Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -20,7 +20,7 @@
             }
         },
         {
-            "created_utc": "2024-01-03T19:54:38.693Z",
+            "created_utc": "2024-01-19T20:49:24.760Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -38,7 +38,7 @@
             }
         },
         {
-            "created_utc": "2024-01-03T19:54:38.693Z",
+            "created_utc": "2024-01-19T20:49:24.760Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -56,7 +56,7 @@
             }
         },
         {
-            "created_utc": "2024-01-03T19:54:38.693Z",
+            "created_utc": "2024-01-19T20:49:24.760Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -74,7 +74,7 @@
             }
         },
         {
-            "created_utc": "2024-01-03T19:54:38.693Z",
+            "created_utc": "2024-01-19T20:49:24.760Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -92,7 +92,7 @@
             }
         },
         {
-            "created_utc": "2024-01-03T19:54:38.693Z",
+            "created_utc": "2024-01-19T20:49:24.760Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -110,7 +110,7 @@
             }
         },
         {
-            "created_utc": "2024-01-03T19:54:38.693Z",
+            "created_utc": "2024-01-19T20:49:24.760Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -128,7 +128,7 @@
             }
         },
         {
-            "created_utc": "2024-01-03T19:54:38.693Z",
+            "created_utc": "2024-01-19T20:49:24.760Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -146,7 +146,7 @@
             }
         },
         {
-            "created_utc": "2024-01-03T19:54:38.693Z",
+            "created_utc": "2024-01-19T20:49:24.760Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -164,7 +164,7 @@
             }
         },
         {
-            "created_utc": "2024-01-03T19:54:38.693Z",
+            "created_utc": "2024-01-19T20:49:24.760Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -182,7 +182,7 @@
             }
         },
         {
-            "created_utc": "2024-01-03T19:54:38.693Z",
+            "created_utc": "2024-01-19T20:49:24.760Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -200,7 +200,7 @@
             }
         },
         {
-            "created_utc": "2024-01-03T19:54:38.693Z",
+            "created_utc": "2024-01-19T20:49:24.760Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -218,7 +218,7 @@
             }
         },
         {
-            "created_utc": "2024-01-03T19:54:38.693Z",
+            "created_utc": "2024-01-19T20:49:24.760Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -236,7 +236,7 @@
             }
         },
         {
-            "created_utc": "2024-01-03T19:54:38.693Z",
+            "created_utc": "2024-01-19T20:49:24.760Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -254,7 +254,7 @@
             }
         },
         {
-            "created_utc": "2024-01-03T19:54:38.693Z",
+            "created_utc": "2024-01-19T20:49:24.760Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -272,7 +272,7 @@
             }
         },
         {
-            "created_utc": "2024-01-03T19:54:38.693Z",
+            "created_utc": "2024-01-19T20:49:24.760Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -290,7 +290,7 @@
             }
         },
         {
-            "created_utc": "2024-01-03T19:54:38.693Z",
+            "created_utc": "2024-01-19T20:49:24.760Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -308,7 +308,7 @@
             }
         },
         {
-            "created_utc": "2024-01-03T19:54:38.693Z",
+            "created_utc": "2024-01-19T20:49:24.760Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -326,7 +326,7 @@
             }
         },
         {
-            "created_utc": "2024-01-03T19:54:38.693Z",
+            "created_utc": "2024-01-19T20:49:24.760Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -344,7 +344,7 @@
             }
         },
         {
-            "created_utc": "2024-01-03T19:54:38.693Z",
+            "created_utc": "2024-01-19T20:49:24.760Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -362,7 +362,7 @@
             }
         },
         {
-            "created_utc": "2024-01-03T19:54:38.693Z",
+            "created_utc": "2024-01-19T20:49:24.760Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -380,7 +380,7 @@
             }
         },
         {
-            "created_utc": "2024-01-03T19:54:38.693Z",
+            "created_utc": "2024-01-19T20:49:24.760Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -398,7 +398,7 @@
             }
         },
         {
-            "created_utc": "2024-01-03T19:54:38.693Z",
+            "created_utc": "2024-01-19T20:49:24.760Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -416,7 +416,7 @@
             }
         },
         {
-            "created_utc": "2024-01-03T19:54:38.693Z",
+            "created_utc": "2024-01-19T20:49:24.760Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -434,7 +434,7 @@
             }
         },
         {
-            "created_utc": "2024-01-03T19:54:38.693Z",
+            "created_utc": "2024-01-19T20:49:24.760Z",
             "repository": {
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         },
         {
-            "created_utc": "2024-01-03T19:54:38.693Z",
+            "created_utc": "2024-01-19T20:49:24.760Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9902,7 +9902,7 @@
             }
         },
         {
-            "created_utc": "2024-01-03T19:54:38.693Z",
+            "created_utc": "2024-01-19T20:49:24.760Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9920,7 +9920,7 @@
             }
         },
         {
-            "created_utc": "2024-01-03T19:54:38.693Z",
+            "created_utc": "2024-01-19T20:49:24.760Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9938,7 +9938,7 @@
             }
         },
         {
-            "created_utc": "2024-01-03T19:54:38.693Z",
+            "created_utc": "2024-01-19T20:49:24.760Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9956,7 +9956,7 @@
             }
         },
         {
-            "created_utc": "2024-01-03T19:54:38.693Z",
+            "created_utc": "2024-01-19T20:49:24.760Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9974,7 +9974,7 @@
             }
         },
         {
-            "created_utc": "2024-01-03T19:54:38.693Z",
+            "created_utc": "2024-01-19T20:49:24.760Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9992,7 +9992,7 @@
             }
         },
         {
-            "created_utc": "2024-01-03T19:54:38.693Z",
+            "created_utc": "2024-01-19T20:49:24.760Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10010,7 +10010,7 @@
             }
         },
         {
-            "created_utc": "2024-01-03T19:54:38.693Z",
+            "created_utc": "2024-01-19T20:49:24.760Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10028,7 +10028,7 @@
             }
         },
         {
-            "created_utc": "2024-01-03T19:54:38.693Z",
+            "created_utc": "2024-01-19T20:49:24.760Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10046,7 +10046,7 @@
             }
         },
         {
-            "created_utc": "2024-01-03T19:54:38.693Z",
+            "created_utc": "2024-01-19T20:49:24.760Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10064,7 +10064,7 @@
             }
         },
         {
-            "created_utc": "2024-01-03T19:54:38.693Z",
+            "created_utc": "2024-01-19T20:49:24.760Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10082,7 +10082,7 @@
             }
         },
         {
-            "created_utc": "2024-01-03T19:54:38.693Z",
+            "created_utc": "2024-01-19T20:49:24.760Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10100,7 +10100,7 @@
             }
         },
         {
-            "created_utc": "2024-01-03T19:54:38.693Z",
+            "created_utc": "2024-01-19T20:49:24.760Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10118,7 +10118,7 @@
             }
         },
         {
-            "created_utc": "2024-01-03T19:54:38.693Z",
+            "created_utc": "2024-01-19T20:49:24.760Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
diff --git a/gfe-db/pipeline/config/source-config.json b/gfe-db/pipeline/config/source-config.json
index 31c3e190..041cd0ee 100644
--- a/gfe-db/pipeline/config/source-config.json
+++ b/gfe-db/pipeline/config/source-config.json
@@ -1,6 +1,6 @@
 {
-    "created_utc": "2024-01-03T19:54:38.693Z",
-    "updated_utc": "2024-01-03T19:54:38.693Z",
+    "created_utc": "2024-01-19T20:49:24.760Z",
+    "updated_utc": "2024-01-19T20:49:24.760Z",
     "repositories": {
         "ANHIG/IMGTHLA": {
             "owner": "ANHIG",
diff --git a/gfe-db/pipeline/functions/check_source_update/error-event.json b/gfe-db/pipeline/functions/check_source_update/error-event.json
index b9f9831a..35afbf6a 100644
--- a/gfe-db/pipeline/functions/check_source_update/error-event.json
+++ b/gfe-db/pipeline/functions/check_source_update/error-event.json
@@ -2,8 +2,8 @@
     "align": false,
     "kir": false,
     "limit": "1000",
-    "releases": "3520",
+    "releases": "3550",
     "mem_profile": false,
-    "use_existing_build": true,
+    "use_existing_build": false,
     "skip_load": false
-}
+}
\ No newline at end of file

From 41bbd63f091d7369da11c2a7eec533e809eda446 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 19 Jan 2024 17:45:54 -0800
Subject: [PATCH 266/367] fix bad arguments

---
 .../gfe_db_models/gfedbmodels/ingest.py       | 89 +++++++++++++++++--
 .../gfe_db_models/gfedbmodels/types.py        |  4 +-
 2 files changed, 86 insertions(+), 7 deletions(-)

diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/ingest.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/ingest.py
index 7db77314..666c7c7d 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/ingest.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/ingest.py
@@ -1,3 +1,10 @@
+import os
+if __name__ != "app":
+    import sys
+    # for dev, local path to gfe-db modules
+    # ./gfe-db/pipeline/lambda_layers/gfe_db_models (use absolute path)
+    sys.path.append(os.environ["GFEDBMODELS_PATH"])
+
 import logging
 from typing import List, Dict, Union
 import multiprocessing
@@ -55,7 +62,7 @@ def process_execution_state_item(
                 repo=repository_config.name, 
                 token=token, 
                 asset_path=config.asset_path, 
-                release_version_regex=config.metadata_regex)
+                metadata_regex=config.metadata_regex)
             logger.info(f"Found release version {release_version} ({sha})")
 
             result = {
@@ -167,7 +174,8 @@ def process_execution_state_items(
         ]
     
 
-def get_release_version_for_commit(commit: Union[Commit, dict], owner, repo, token, asset_path, release_version_regex):
+def get_release_version_for_commit(commit: Union[Commit, dict], owner: str, repo: str, token: str, asset_path:str, metadata_regex: str) -> int:
+
     try:
         sha = commit["sha"]
     except:
@@ -176,13 +184,84 @@ def get_release_version_for_commit(commit: Union[Commit, dict], owner, repo, tok
         owner=owner,
         repo=repo,
         token=token,
-        path=asset_path, 
+        path=asset_path,
         commit_sha=sha
     )
 
-    release_version = find_text(release_version_regex, allele_list)
+    release_version = find_text(metadata_regex, allele_list)
     if release_version is None:
         raise Exception(f"Release version not found for commit {sha}")
     
     # TODO fix so that 3 digit release versions are returned correctly
-    return int(release_version.replace(".", "")[:4])
\ No newline at end of file
+    return int(release_version.replace(".", "")[:4])
+
+    ### debug ###
+if __name__ == "__main__":
+    from pathlib import Path
+    import json
+    import boto3
+    from datetime import datetime
+    from gfedbmodels.types import ExecutionStatus
+    from gfedbmodels.utils import get_utc_now
+
+    s3 = boto3.client("s3")
+
+    utc_now = get_utc_now()
+
+    GITHUB_REPOSITORY_OWNER = os.environ["GITHUB_REPOSITORY_OWNER"]
+    GITHUB_REPOSITORY_NAME = os.environ["GITHUB_REPOSITORY_NAME"]
+    GITHUB_PERSONAL_ACCESS_TOKEN = os.environ["GITHUB_PERSONAL_ACCESS_TOKEN"]
+
+    test_path = json.loads((Path(__file__).parent.parent.parent.parent / "functions" / "check_source_update" / "most-recent-commits.json").read_text())
+    commits_with_releases = []
+    for commit in test_path:
+
+        # Get data source configuration
+        source_repo_config = read_source_config(
+            s3_client=s3, 
+            bucket=os.environ["DATA_BUCKET_NAME"],
+            key=os.environ["PIPELINE_SOURCE_CONFIG_S3_PATH"]
+        ).repositories[f"{GITHUB_REPOSITORY_OWNER}/{GITHUB_REPOSITORY_NAME}"]
+
+        # Loop through available file assets containing release version metadata
+        for asset_config in source_repo_config.target_metadata_config.items:
+
+            # Get the release version for the commit by examining file asset contents
+            release_version = get_release_version_for_commit(
+                commit=commit, 
+                owner=GITHUB_REPOSITORY_OWNER,
+                repo=GITHUB_REPOSITORY_NAME,
+                token=GITHUB_PERSONAL_ACCESS_TOKEN,
+                asset_path=asset_config.asset_path,
+                metadata_regex=asset_config.metadata_regex
+            )
+            # logger.info(
+            #     f"Found release version {release_version} for commit {sha}"
+            # )
+
+            # Build the execution object to be stored in the state table (`execution__*` fields)
+            execution_detail = ExecutionDetailsConfig(
+                **{"version": release_version, "status": ExecutionStatus.PENDING}
+            )
+
+            # Build the repository object to be stored in the state table (`repository__*` fields)
+            repository_config = RepositoryConfig(
+                **{
+                    "owner": GITHUB_REPOSITORY_OWNER,
+                    "name": GITHUB_REPOSITORY_NAME,
+                    "url": f"https://github.com/{GITHUB_REPOSITORY_OWNER}/{GITHUB_REPOSITORY_NAME}",
+                    # TODO remove default params from state table, they are retrieved from source config file in S3
+                    # "default_input_parameters": source_repo_config.default_input_parameters,
+                }
+            )
+
+            # Assemble the execution state item for the new commit
+            execution_state_item = ExecutionStateItem(
+                created_utc=utc_now,
+                execution=execution_detail,
+                repository=repository_config,
+                commit=Commit.from_response_json(commit),
+            )
+            commits_with_releases.append(execution_state_item)
+            # break the loop if successful
+            break
\ No newline at end of file
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
index cd600692..45f86f1d 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
@@ -158,8 +158,8 @@ class TrackedAssetsConfig(BaseModel):
 
 class TargetMetadataConfigItem(BaseModel):
     description: Optional[str] = None
-    asset_path: str
-    metadata_regex: str
+    asset_path: str # Path (in remote git repository, on GitHub) to the file to check for strings matching a release version
+    metadata_regex: str # Contextual metadata for the commit. This is the regex to match the release version string that might be found in the assets being checked
 
 
 class TargetMetadataConfig(BaseModel):

From f2b19c6d593b2d47a38b6055b653e916fe85becb Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 19 Jan 2024 17:48:24 -0800
Subject: [PATCH 267/367] handle user events with releases not yet in state
 table

---
 .../functions/check_source_update/app.py      | 251 +++++++++++-------
 1 file changed, 161 insertions(+), 90 deletions(-)

diff --git a/gfe-db/pipeline/functions/check_source_update/app.py b/gfe-db/pipeline/functions/check_source_update/app.py
index 39f2372a..16b4550a 100644
--- a/gfe-db/pipeline/functions/check_source_update/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/app.py
@@ -95,101 +95,160 @@ def lambda_handler(event, context):
             logger.error(message)
             raise Exception(message)
 
-        # Handle manually triggered pipeline execution
-        if "releases" in event:
+        # # Handle manually triggered pipeline execution
+        # if "releases" in event:
 
-            logger.info(f"Processing releases from user: {event['releases']}")
+        #     logger.info(f"Processing releases from user: {event['releases']}")
 
-            # extract the most recent record for the release value passed in the event
-            releases = event["releases"].split(",")
-            commits_with_releases = []
-            for release in releases:
-                commits_with_releases.extend(list(filter(
-                    lambda record: record.execution.version == int(release),
-                    execution_state
-                )))
+        #     # extract the most recent record for the release value passed in the event
+        #     releases = event["releases"].split(",")
+        #     commits_with_releases = []
+        #     for release in releases:
+        #         commits_with_releases.extend(list(filter(
+        #             lambda record: record.execution.version == int(release),
+        #             execution_state
+        #         )))
 
-            # Set input parameters for manual pipeline execution from event
-            input_parameters = InputParameters(**event)
+        #     # Set input parameters for manual pipeline execution from event
+        #     input_parameters = InputParameters(**event)
 
         # Handle automated pipeline execution
         else:
 
-            # Use default parameters for automated pipeline execution
-            input_parameters = source_repo_config.default_input_parameters
-            # 2) Get the most recent commits from github since the most recent commit date retrieved from DynamoDB
-            commits = get_most_recent_commits(execution_state)
-
-            # Return if no commits are found, otherwise process the new commits
-            if not commits:
-                message = "No new commits found"
-                logger.info(message)
-                return {
-                    "statusCode": 200,
-                    "body": json.dumps({"message": message}),
-                }
+            # # Use default parameters for automated pipeline execution
+            # input_parameters = source_repo_config.default_input_parameters
+            # # 2) Get the most recent commits from github since the most recent commit date retrieved from DynamoDB
+            # commits = get_most_recent_commits(execution_state)
+
+            # # Return if no commits are found, otherwise process the new commits
+            # if not commits:
+            #     message = "No new commits found"
+            #     logger.info(message)
+            #     return {
+            #         "statusCode": 200,
+            #         "body": json.dumps({"message": message}),
+            #     }
             
-            logger.info(
-                f"Found {len(commits)} commit(s) not yet processed\n{json.dumps([commit['sha'] for commit in commits], indent=2)}"
-            )
+            # logger.info(
+            #     f"Found {len(commits)} commit(s) not yet processed\n{json.dumps([commit['sha'] for commit in commits], indent=2)}"
+            # )
 
             # Get the release version for each new commit and create a new state record
-            logger.info(f"Getting release versions")
+
+            # commits = get_most_recent_commits(execution_state)
             commits_with_releases = []
-            for commit in commits:
-                sha = commit["sha"]
-
-                # Loop through available file assets containing release version metadata
-                for asset_config in source_repo_config.target_metadata_config.items:
-                    try:
-
-                        # Get the release version for the commit by examining file asset contents
-                        release_version = get_release_version_for_commit(
-                            commit=commit, 
-                            owner=GITHUB_REPOSITORY_OWNER,
-                            repo=GITHUB_REPOSITORY_NAME,
-                            token=GITHUB_PERSONAL_ACCESS_TOKEN,
-                            **asset_config.model_dump()
-                        )
-                        logger.info(
-                            f"Found release version {release_version} for commit {sha}"
-                        )
-
-                        # Build the execution object to be stored in the state table (`execution__*` fields)
-                        execution_detail = ExecutionDetailsConfig(
-                            **{"version": release_version, "status": ExecutionStatus.PENDING}
-                        )
-
-                        # Build the repository object to be stored in the state table (`repository__*` fields)
-                        repository_config = RepositoryConfig(
-                            **{
-                                "owner": GITHUB_REPOSITORY_OWNER,
-                                "name": GITHUB_REPOSITORY_NAME,
-                                "url": f"https://github.com/{GITHUB_REPOSITORY_OWNER}/{GITHUB_REPOSITORY_NAME}",
-                                # TODO remove default params from state table, they are retrieved from source config file in S3
-                                # "default_input_parameters": source_repo_config.default_input_parameters,
-                            }
-                        )
-
-                        # Assemble the execution state item for the new commit
-                        execution_state_item = ExecutionStateItem(
-                            created_utc=utc_now,
-                            execution=execution_detail,
-                            repository=repository_config,
-                            commit=Commit.from_response_json(commit),
-                        )
-                        commits_with_releases.append(execution_state_item)
-                        # break the loop if successful
-                        break
-                    except Exception as e:
-                        logger.info(f"Error getting release version for commit {sha}: {e}")
-
-        ### Process each release using the most recent commit for that version ###
-        logger.info("Updating execution state")
 
-        # 1a) Mark the most recent commit for each release as PENDING
-        # input_parameters = source_repo_config.default_input_parameters
-        recent_commits_for_release = select_most_recent_commit_for_release(commits_with_releases)
+            ### todo ###
+            # Handle manually triggered pipeline execution
+            if "releases" in event:
+                is_user_event = True
+
+                logger.info(f"Processing release(s) from user: {event['releases']}")
+
+                # TODO marshal releases to InputPayloadItem instead of casting to int
+                # extract the most recent record for the release value passed in the event
+                releases = [int(release) for release in event["releases"].split(",")]
+
+                # commits_with_releases = []
+                for release in releases:
+                    commits_with_releases.extend(list(filter(
+                        lambda record: record.execution.version == release,
+                        execution_state
+                    )))
+
+                if not commits_with_releases:
+                    logger.info("No commits found for release version(s) provided, fetching most recent commits...")
+                    most_recent_commits = get_most_recent_commits(execution_state)
+                else:
+                    most_recent_commits = []
+
+                # Set input parameters for manual pipeline execution from event
+                input_parameters = InputParameters(**event)
+
+            ### todo ###
+            else:
+                is_user_event = False
+
+                # Use default parameters for automated pipeline execution
+                input_parameters = source_repo_config.default_input_parameters
+                # 2) Get the most recent commits from github since the most recent commit date retrieved from DynamoDB
+                most_recent_commits = get_most_recent_commits(execution_state)
+
+                # Return if no commits are found, otherwise process the new commits
+                if not most_recent_commits:
+                    message = "No new commits found"
+                    logger.info(message)
+                    return {
+                        "statusCode": 200,
+                        "body": json.dumps({"message": message}),
+                    }
+                
+                # logger.info(
+                #     f"Found {len(commits)} commit(s) not yet processed\n{json.dumps([commit['sha'] for commit in commits], indent=2)}"
+                # )
+
+                # logger.info(f"Getting release versions")
+
+            if most_recent_commits:
+                for commit in most_recent_commits:
+                    sha = commit["sha"]
+
+                    # Loop through available file assets containing release version metadata
+                    for asset_config in source_repo_config.target_metadata_config.items:
+                        try:
+
+                            # Get the release version for the commit by examining file asset contents
+                            release_version = get_release_version_for_commit(
+                                commit=commit, 
+                                owner=GITHUB_REPOSITORY_OWNER,
+                                repo=GITHUB_REPOSITORY_NAME,
+                                token=GITHUB_PERSONAL_ACCESS_TOKEN,
+                                asset_path=asset_config.asset_path,
+                                metadata_regex=asset_config.metadata_regex
+                            )
+                            logger.info(
+                                f"Found release version {release_version} for commit {sha}"
+                            )
+
+                            # Build the execution object to be stored in the state table (`execution__*` fields)
+                            execution_detail = ExecutionDetailsConfig(
+                                **{"version": release_version, "status": ExecutionStatus.NOT_PROCESSED}
+                            )
+
+                            # Build the repository object to be stored in the state table (`repository__*` fields)
+                            repository_config = RepositoryConfig(
+                                **{
+                                    "owner": GITHUB_REPOSITORY_OWNER,
+                                    "name": GITHUB_REPOSITORY_NAME,
+                                    "url": f"https://github.com/{GITHUB_REPOSITORY_OWNER}/{GITHUB_REPOSITORY_NAME}",
+                                    # TODO remove default params from state table, they are retrieved from source config file in S3
+                                    # "default_input_parameters": source_repo_config.default_input_parameters,
+                                }
+                            )
+
+                            # Assemble the execution state item for the new commit
+                            execution_state_item = ExecutionStateItem(
+                                created_utc=utc_now,
+                                execution=execution_detail,
+                                repository=repository_config,
+                                commit=Commit.from_response_json(commit),
+                            )
+
+                            commits_with_releases.append(execution_state_item)
+                            # break the loop if successful
+                            break
+                        except Exception as e:
+                            logger.info(f"Error getting release version for commit {sha}: {e}")
+
+        logger.info("Updating execution state")
+        if is_user_event:
+            recent_commits_for_release = select_most_recent_commit_for_release(commits_with_releases, releases)
+        else:
+            ### Process each release using the most recent commit for that version ###
+            # 1a) Mark the most recent commit for each release as PENDING
+            # input_parameters = source_repo_config.default_input_parameters
+            recent_commits_for_release = select_most_recent_commit_for_release(commits_with_releases)
+        
         pending_commits = [
             update_execution_state_item(
                 execution_state_item=execution_state_item,
@@ -203,6 +262,7 @@ def lambda_handler(event, context):
         ]
 
         # 1b) Mark the older commits for each release as SKIPPED
+        # TODO AVOID OVERWRITING STATUS IF STATUS != "NOT_PROCESSED"
         skipped_commits = [
             update_execution_state_item(
                 execution_state_item=commit, 
@@ -214,11 +274,16 @@ def lambda_handler(event, context):
         ]
 
         # 1c) Combine the pending and skipped commits
-        new_execution_state = pending_commits + skipped_commits
         new_execution_state = sorted(
-            new_execution_state, key=lambda x: x.commit.date_utc, reverse=False
+            pending_commits + skipped_commits, key=lambda x: x.commit.date_utc, reverse=False
         )
 
+        # validate that at least one commit is pending, otherwise raise an error
+        if not any([item.execution.status == ExecutionStatus.PENDING for item in new_execution_state]):
+            message = "Commits were found but none are marked PENDING."
+            logger.error(message)
+            raise Exception(message)
+
         # 2) Preprocess the records for the state table (DynamoDB payload)
         items = [
             filter_null_fields(
@@ -319,7 +384,7 @@ def get_execution_state(table, sort_column="commit__date_utc", reverse_sort=True
 # @cache_json
 # TODO return Commit class to make sure data is correct
 def get_most_recent_commits(execution_state):
-    # 1) Get the most recent commit date from DynamoDB using max(), add one second to it so the same commit is not returned
+    # 1) Get the most recent commit date from DynamoDB using max(), add one second to it so the same commit is not returned (because of timestamp overlap)
     last_commit_date = max(
         [str_to_datetime(item.commit.date_utc) for item in execution_state]
     )
@@ -331,9 +396,15 @@ def get_most_recent_commits(execution_state):
     return list_commits(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME, since=since, token=GITHUB_PERSONAL_ACCESS_TOKEN)
 
 
-def select_most_recent_commit_for_release(commits: list[ExecutionStateItem]):
+def select_most_recent_commit_for_release(commits: list[ExecutionStateItem], select_release_versions: list[int] = None) -> list[ExecutionStateItem]:
+
+    # Parameterize for user input (chosen releases new or old) vs scheduled event (all new releases)
+    if select_release_versions:
+        release_versions = list(set([item.execution.version for item in commits if item.execution.version in select_release_versions]))
+    else:
     # group by release version and get most recent by commit date (max date_utc)
-    unique_new_releases = list(set([item.execution.version for item in commits]))
+        release_versions = list(set([item.execution.version for item in commits]))
+
     return [
         {
             version: max(
@@ -341,10 +412,9 @@ def select_most_recent_commit_for_release(commits: list[ExecutionStateItem]):
                 key=lambda x: x.commit.date_utc,
             )
         }
-        for version in unique_new_releases
+        for version in release_versions
     ]
 
-
 def update_execution_state_item(
     execution_state_item: ExecutionStateItem,
     status: str,
@@ -382,6 +452,7 @@ def update_execution_state_item(
 if __name__ == "__main__":
     from pathlib import Path
 
+    event = json.loads((Path(__file__).parent / "schedule-event.json").read_text())
     event = json.loads((Path(__file__).parent / "error-event.json").read_text())
 
     lambda_handler(event, None)

From 127af107fb95e5b72906aa5e539577c5e1135a98 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 19 Jan 2024 18:02:48 -0800
Subject: [PATCH 268/367] avoid overwriting status of previously processed
 state items if they are not reprocessed

---
 gfe-db/pipeline/functions/check_source_update/app.py | 5 ++---
 1 file changed, 2 insertions(+), 3 deletions(-)

diff --git a/gfe-db/pipeline/functions/check_source_update/app.py b/gfe-db/pipeline/functions/check_source_update/app.py
index 16b4550a..1c86ff0d 100644
--- a/gfe-db/pipeline/functions/check_source_update/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/app.py
@@ -261,8 +261,7 @@ def lambda_handler(event, context):
             for version, execution_state_item in item.items()
         ]
 
-        # 1b) Mark the older commits for each release as SKIPPED
-        # TODO AVOID OVERWRITING STATUS IF STATUS != "NOT_PROCESSED"
+        # 1b) Mark the older commits for each release as SKIPPED *only* if they are marked as NOT_PROCESSED
         skipped_commits = [
             update_execution_state_item(
                 execution_state_item=commit, 
@@ -270,7 +269,7 @@ def lambda_handler(event, context):
                 timestamp=utc_now
             )
             for commit in commits_with_releases
-            if commit not in pending_commits
+            if (commit not in pending_commits and commit.execution.status == ExecutionStatus.NOT_PROCESSED)
         ]
 
         # 1c) Combine the pending and skipped commits

From cc5f0036540da21cf0f300630723bbc688fb597f Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 19 Jan 2024 19:03:49 -0800
Subject: [PATCH 269/367] clean up

---
 .../functions/check_source_update/app.py      | 55 ++-------------
 .../gfe_db_models/gfedbmodels/ingest.py       | 30 +++-----
 .../statemachines/update-pipeline.asl.json    | 68 +++++++++----------
 gfe-db/pipeline/template.yaml                 | 14 ++--
 4 files changed, 57 insertions(+), 110 deletions(-)

diff --git a/gfe-db/pipeline/functions/check_source_update/app.py b/gfe-db/pipeline/functions/check_source_update/app.py
index 1c86ff0d..da728fbe 100644
--- a/gfe-db/pipeline/functions/check_source_update/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/app.py
@@ -15,8 +15,6 @@
 import os
 if __name__ != "app":
     import sys
-    # for dev, local path to gfe-db modules
-    # ./gfe-db/pipeline/lambda_layers/gfe_db_models (use absolute path)
     sys.path.append(os.environ["GFEDBMODELS_PATH"])
 import logging
 from decimal import Decimal
@@ -95,50 +93,9 @@ def lambda_handler(event, context):
             logger.error(message)
             raise Exception(message)
 
-        # # Handle manually triggered pipeline execution
-        # if "releases" in event:
-
-        #     logger.info(f"Processing releases from user: {event['releases']}")
-
-        #     # extract the most recent record for the release value passed in the event
-        #     releases = event["releases"].split(",")
-        #     commits_with_releases = []
-        #     for release in releases:
-        #         commits_with_releases.extend(list(filter(
-        #             lambda record: record.execution.version == int(release),
-        #             execution_state
-        #         )))
-
-        #     # Set input parameters for manual pipeline execution from event
-        #     input_parameters = InputParameters(**event)
-
-        # Handle automated pipeline execution
         else:
-
-            # # Use default parameters for automated pipeline execution
-            # input_parameters = source_repo_config.default_input_parameters
-            # # 2) Get the most recent commits from github since the most recent commit date retrieved from DynamoDB
-            # commits = get_most_recent_commits(execution_state)
-
-            # # Return if no commits are found, otherwise process the new commits
-            # if not commits:
-            #     message = "No new commits found"
-            #     logger.info(message)
-            #     return {
-            #         "statusCode": 200,
-            #         "body": json.dumps({"message": message}),
-            #     }
-            
-            # logger.info(
-            #     f"Found {len(commits)} commit(s) not yet processed\n{json.dumps([commit['sha'] for commit in commits], indent=2)}"
-            # )
-
-            # Get the release version for each new commit and create a new state record
-
-            # commits = get_most_recent_commits(execution_state)
             commits_with_releases = []
 
-            ### todo ###
             # Handle manually triggered pipeline execution
             if "releases" in event:
                 is_user_event = True
@@ -165,7 +122,7 @@ def lambda_handler(event, context):
                 # Set input parameters for manual pipeline execution from event
                 input_parameters = InputParameters(**event)
 
-            ### todo ###
+            # Handle scheduled pipeline execution
             else:
                 is_user_event = False
 
@@ -183,11 +140,11 @@ def lambda_handler(event, context):
                         "body": json.dumps({"message": message}),
                     }
                 
-                # logger.info(
-                #     f"Found {len(commits)} commit(s) not yet processed\n{json.dumps([commit['sha'] for commit in commits], indent=2)}"
-                # )
+                logger.info(
+                    f"Found {len(most_recent_commits)} commit(s) not yet processed\n{json.dumps([commit['sha'] for commit in most_recent_commits], indent=2)}"
+                )
 
-                # logger.info(f"Getting release versions")
+            logger.info(f"Getting release versions")
 
             if most_recent_commits:
                 for commit in most_recent_commits:
@@ -452,6 +409,6 @@ def update_execution_state_item(
     from pathlib import Path
 
     event = json.loads((Path(__file__).parent / "schedule-event.json").read_text())
-    event = json.loads((Path(__file__).parent / "error-event.json").read_text())
+    # event = json.loads((Path(__file__).parent / "error-event.json").read_text())
 
     lambda_handler(event, None)
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/ingest.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/ingest.py
index 666c7c7d..f03e4dea 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/ingest.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/ingest.py
@@ -1,17 +1,8 @@
 import os
-if __name__ != "app":
-    import sys
-    # for dev, local path to gfe-db modules
-    # ./gfe-db/pipeline/lambda_layers/gfe_db_models (use absolute path)
-    sys.path.append(os.environ["GFEDBMODELS_PATH"])
-
 import logging
 from typing import List, Dict, Union
 import multiprocessing
 from concurrent.futures import ThreadPoolExecutor, as_completed
-# from .constants import (
-#     pipeline
-# )
 from .types import (
     SourceConfig,
     RepositoryConfig,
@@ -37,9 +28,6 @@ def read_source_config(s3_client, bucket, key):
     data = read_s3_json(s3_client, bucket, key)
     return SourceConfig(**data)
 
-# def write_source_config(bucket, key, source_config: SourceConfig):
-#     write_s3_json(bucket, key, source_config.model_dump())
-
 def process_execution_state_item(
     timestamp: str,
     commit: Dict[str, str],
@@ -85,7 +73,7 @@ def process_execution_state_item(
 
             # Throw error if all possible asset paths have been tried
             if errors == len(target_metadata_config.items):
-                # logger.error(f"Max errors reached. Exiting loop.")
+                logger.error(f"Max errors reached. Exiting loop.")
                 raise e
             else:
                 continue
@@ -110,6 +98,7 @@ def parallel_process_execution_state_items(
 
     # Create a ThreadPoolExecutor with the specified number of threads
     with ThreadPoolExecutor(max_workers=num_threads) as executor:
+
         # Submit the process_commit function for each commit to the executor
         futures = [
             executor.submit(
@@ -197,6 +186,8 @@ def get_release_version_for_commit(commit: Union[Commit, dict], owner: str, repo
 
     ### debug ###
 if __name__ == "__main__":
+    import sys
+    sys.path.append(os.environ["GFEDBMODELS_PATH"])
     from pathlib import Path
     import json
     import boto3
@@ -235,9 +226,9 @@ def get_release_version_for_commit(commit: Union[Commit, dict], owner: str, repo
                 asset_path=asset_config.asset_path,
                 metadata_regex=asset_config.metadata_regex
             )
-            # logger.info(
-            #     f"Found release version {release_version} for commit {sha}"
-            # )
+            logger.info(
+                f'Found release version {release_version} for commit {commit["sha"]}'
+            )
 
             # Build the execution object to be stored in the state table (`execution__*` fields)
             execution_detail = ExecutionDetailsConfig(
@@ -249,9 +240,7 @@ def get_release_version_for_commit(commit: Union[Commit, dict], owner: str, repo
                 **{
                     "owner": GITHUB_REPOSITORY_OWNER,
                     "name": GITHUB_REPOSITORY_NAME,
-                    "url": f"https://github.com/{GITHUB_REPOSITORY_OWNER}/{GITHUB_REPOSITORY_NAME}",
-                    # TODO remove default params from state table, they are retrieved from source config file in S3
-                    # "default_input_parameters": source_repo_config.default_input_parameters,
+                    "url": f"https://github.com/{GITHUB_REPOSITORY_OWNER}/{GITHUB_REPOSITORY_NAME}"
                 }
             )
 
@@ -263,5 +252,6 @@ def get_release_version_for_commit(commit: Union[Commit, dict], owner: str, repo
                 commit=Commit.from_response_json(commit),
             )
             commits_with_releases.append(execution_state_item)
+
             # break the loop if successful
-            break
\ No newline at end of file
+            break
diff --git a/gfe-db/pipeline/statemachines/update-pipeline.asl.json b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
index d76d2797..6617cffb 100644
--- a/gfe-db/pipeline/statemachines/update-pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
@@ -4,7 +4,7 @@
         "Pre-Execution Tasks": {
             "Type": "Parallel",
             "OutputPath": "$.[0]",
-            "Next": "Update Status -> BUILD_IN_PROGRESS",
+            "Next": "Update Status → BUILD_IN_PROGRESS",
             "Catch": [
                 {
                     "ErrorEquals": [
@@ -39,7 +39,7 @@
                 }
             ]
         },
-        "Update Status -> BUILD_IN_PROGRESS": {
+        "Update Status → BUILD_IN_PROGRESS": {
             "Type": "Pass",
             "Result": "BUILD_IN_PROGRESS",
             "ResultPath": "$.state.execution.status",
@@ -59,9 +59,9 @@
             ],
             "Branches": [
                 {
-                    "StartAt": "Sync State -> BUILD_IN_PROGRESS",
+                    "StartAt": "Sync State → BUILD_IN_PROGRESS",
                     "States": {
-                        "Sync State -> BUILD_IN_PROGRESS": {
+                        "Sync State → BUILD_IN_PROGRESS": {
                             "Type": "Task",
                             "Resource": "arn:aws:states:::dynamodb:updateItem",
                             "ResultPath": null,
@@ -167,18 +167,18 @@
                                 {
                                     "Variable": "$.validations.build_outputs.is_valid_build",
                                     "BooleanEquals": true,
-                                    "Next": "Update Status -> BUILD_SUCCESS"
+                                    "Next": "Update Status → BUILD_SUCCESS"
                                 }
                             ],
-                            "Default": "Update Status -> BUILD_FAILURE"
+                            "Default": "Update Status → BUILD_FAILURE"
                         },
-                        "Update Status -> BUILD_SUCCESS": {
+                        "Update Status → BUILD_SUCCESS": {
                             "Type": "Pass",
                             "Result": "BUILD_SUCCESS",
                             "ResultPath": "$.state.execution.status",
-                            "Next": "Sync State -> BUILD_SUCCESS"
+                            "Next": "Sync State → BUILD_SUCCESS"
                         },
-                        "Sync State -> BUILD_SUCCESS": {
+                        "Sync State → BUILD_SUCCESS": {
                             "Type": "Task",
                             "Resource": "arn:aws:states:::dynamodb:updateItem",
                             "ResultPath": null,
@@ -204,13 +204,13 @@
                                 }
                             }
                         },
-                        "Update Status -> BUILD_FAILURE": {
+                        "Update Status → BUILD_FAILURE": {
                             "Type": "Pass",
                             "Result": "BUILD_FAILURE",
                             "ResultPath": "$.state.execution.status",
-                            "Next": "Sync State -> BUILD_FAILURE"
+                            "Next": "Sync State → BUILD_FAILURE"
                         },
-                        "Sync State -> BUILD_FAILURE": {
+                        "Sync State → BUILD_FAILURE": {
                             "Type": "Task",
                             "Resource": "arn:aws:states:::dynamodb:updateItem",
                             "ResultPath": null,
@@ -254,7 +254,7 @@
                     "Next": "Handle Skipped Load"
                 }
             ],
-            "Default": "Update Status -> LOAD_IN_PROGRESS"
+            "Default": "Update Status → LOAD_IN_PROGRESS"
         },
         "Handle Skipped Load": {
             "Type": "Parallel",
@@ -268,15 +268,15 @@
             ],
             "Branches": [
                 {
-                    "StartAt": "Update Status -> LOAD_SKIPPED",
+                    "StartAt": "Update Status → LOAD_SKIPPED",
                     "States": {
-                        "Update Status -> LOAD_SKIPPED": {
+                        "Update Status → LOAD_SKIPPED": {
                             "Type": "Pass",
                             "Result": "LOAD_SKIPPED",
                             "ResultPath": "$.state.execution.status",
-                            "Next": "Sync State -> LOAD_SKIPPED"
+                            "Next": "Sync State → LOAD_SKIPPED"
                         },
-                        "Sync State -> LOAD_SKIPPED": {
+                        "Sync State → LOAD_SKIPPED": {
                             "Type": "Task",
                             "Resource": "arn:aws:states:::dynamodb:updateItem",
                             "ResultPath": null,
@@ -307,7 +307,7 @@
             ],
             "Next": "Publish Result"
         },
-        "Update Status -> LOAD_IN_PROGRESS": {
+        "Update Status → LOAD_IN_PROGRESS": {
             "Type": "Pass",
             "Result": "LOAD_IN_PROGRESS",
             "ResultPath": "$.state.execution.status",
@@ -327,9 +327,9 @@
             ],
             "Branches": [
                 {
-                    "StartAt": "Sync State -> LOAD_IN_PROGRESS",
+                    "StartAt": "Sync State → LOAD_IN_PROGRESS",
                     "States": {
-                        "Sync State -> LOAD_IN_PROGRESS": {
+                        "Sync State → LOAD_IN_PROGRESS": {
                             "Type": "Task",
                             "Resource": "arn:aws:states:::dynamodb:updateItem",
                             "ResultPath": null,
@@ -395,18 +395,18 @@
                                 {
                                     "Variable": "$.validations.load_results.is_load_successful.value",
                                     "BooleanEquals": true,
-                                    "Next": "Update Status -> LOAD_SUCCESS"
+                                    "Next": "Update Status → LOAD_SUCCESS"
                                 }
                             ],
-                            "Default": "Update Status -> LOAD_FAILED"
+                            "Default": "Update Status → LOAD_FAILED"
                         },
-                        "Update Status -> LOAD_SUCCESS": {
+                        "Update Status → LOAD_SUCCESS": {
                             "Type": "Pass",
                             "Result": "LOAD_SUCCESS",
                             "ResultPath": "$.state.execution.status",
-                            "Next": "Sync State -> LOAD_SUCCESS"
+                            "Next": "Sync State → LOAD_SUCCESS"
                         },
-                        "Sync State -> LOAD_SUCCESS": {
+                        "Sync State → LOAD_SUCCESS": {
                             "Type": "Task",
                             "Resource": "arn:aws:states:::dynamodb:updateItem",
                             "ResultPath": null,
@@ -432,13 +432,13 @@
                                 }
                             }
                         },
-                        "Update Status -> LOAD_FAILED": {
+                        "Update Status → LOAD_FAILED": {
                             "Type": "Pass",
                             "Result": "LOAD_FAILED",
                             "ResultPath": "$.state.execution.status",
-                            "Next": "Sync State -> LOAD_FAILED"
+                            "Next": "Sync State → LOAD_FAILED"
                         },
-                        "Sync State -> LOAD_FAILED": {
+                        "Sync State → LOAD_FAILED": {
                             "Type": "Task",
                             "Resource": "arn:aws:states:::dynamodb:updateItem",
                             "ResultPath": null,
@@ -521,9 +521,9 @@
                                     "Next": "Sync Failed State"
                                 }
                             ],
-                            "Default": "Update Status -> FAILED"
+                            "Default": "Update Status → FAILED"
                         },
-                        "Update Status -> FAILED": {
+                        "Update Status → FAILED": {
                             "Type": "Pass",
                             "Result": "FAILED",
                             "ResultPath": "$.state.execution.status",
@@ -590,17 +590,17 @@
                 {
                     "Variable": "$.Error",
                     "IsPresent": true,
-                    "Next": "Pipeline Failure"
+                    "Next": "Pipeline Failure 🙁"
                 }
             ],
-            "Default": "Pipeline Success"
+            "Default": "Pipeline Success 😁"
         },
-        "Pipeline Failure": {
+        "Pipeline Failure 🙁": {
             "Type": "Fail",
             "ErrorPath": "$.Error",
             "CausePath": "$.Cause"
         },
-        "Pipeline Success": {
+        "Pipeline Success 😁": {
             "Type": "Succeed"
         }
     }
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 337dbf50..b46e905c 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -741,6 +741,13 @@ Resources:
   UpdatePipelineStateMachine:
     Type: AWS::Serverless::StateMachine
     Properties:
+      DefinitionUri: statemachines/update-pipeline.asl.json
+      Logging:
+        Destinations:
+          - CloudWatchLogsLogGroup:
+              LogGroupArn: !GetAtt UpdatePipelineLogGroup.Arn
+        IncludeExecutionData: true
+        Level: ALL
       DefinitionSubstitutions:
         Stage: !Ref Stage
         AppName: !Ref AppName
@@ -810,13 +817,6 @@ Resources:
                 - "events:DescribeRule"
               Resource: 
                 - !Sub 'arn:aws:events:${AWS::Region}:${AWS::AccountId}:rule/StepFunctionsGetEventsForBatchJobsRule'
-      Logging:
-        Destinations:
-          - CloudWatchLogsLogGroup:
-              LogGroupArn: !GetAtt UpdatePipelineLogGroup.Arn
-        IncludeExecutionData: true
-        Level: ALL
-      DefinitionUri: statemachines/update-pipeline.asl.json
   InvokeLoadScriptFunction:
     Type: AWS::Serverless::Function
     Properties:

From fd7f0fa5807d7bdedd3aa7fed566d8568dcfec83 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 20 Jan 2024 12:54:23 -0800
Subject: [PATCH 270/367] fix failed validation when loading an existing
 release

---
 gfe-db/database/scripts/load_db.sh            |   2 +
 .../functions/evaluate_query_results/app.py   |  75 ++-
 .../evaluate_query_results/event.json         | 569 +++++++++---------
 3 files changed, 341 insertions(+), 305 deletions(-)

diff --git a/gfe-db/database/scripts/load_db.sh b/gfe-db/database/scripts/load_db.sh
index f3a86b14..a1122be8 100644
--- a/gfe-db/database/scripts/load_db.sh
+++ b/gfe-db/database/scripts/load_db.sh
@@ -87,6 +87,8 @@ aws s3 cp --recursive s3://$DATA_BUCKET_NAME/$S3_CSV_PATH/ $NEO4J_IMPORT_PATH/ -
 # Update Cypher load query for correct release
 # TODO Change load.cyp to load.cyp.template
 mkdir -p $NEO4J_CYPHER_PATH/tmp/$RELEASE/
+
+# TODO Use Cypher params for RELEASE instead of sed
 cat $NEO4J_CYPHER_PATH/load.cyp | sed "s/RELEASE/$RELEASE/g" > $NEO4J_CYPHER_PATH/tmp/$RELEASE/load.$RELEASE.cyp
 
 # check error status of sed and abort if not zero
diff --git a/gfe-db/pipeline/functions/evaluate_query_results/app.py b/gfe-db/pipeline/functions/evaluate_query_results/app.py
index 42c1edb7..00c47a45 100644
--- a/gfe-db/pipeline/functions/evaluate_query_results/app.py
+++ b/gfe-db/pipeline/functions/evaluate_query_results/app.py
@@ -23,13 +23,17 @@ def lambda_handler(event, context):
     release_version = event['input']['version']
     query_results = event['validations']['queries']
 
+    release_version = event['input']['version']
+
     # Initialize errors array
     errors = []
 
     # Release has been added to the database
-    unique_releases_in_db_pre_load = sorted([ int(item['release_version']) for item in query_results['pre']['has_ipd_allele_release_counts'] ])
-    unique_releases_in_db_post_load = sorted([ int(item['release_version']) for item in query_results['post']['has_ipd_allele_release_counts'] ])
+    unique_releases_in_db_pre_load = sorted([ item['release_version'] for item in query_results['pre']['has_ipd_allele_release_counts'] ])
+    unique_releases_in_db_post_load = sorted([ item['release_version'] for item in query_results['post']['has_ipd_allele_release_counts'] ])
     # is_release_version_loaded = set(unique_releases_in_db_post_load) - set(unique_releases_in_db_pre_load) == set([int(release_version)]) or \
+    
+    is_release_version_already_loaded = release_version in unique_releases_in_db_pre_load
     is_release_version_loaded = release_version in unique_releases_in_db_post_load
     if not is_release_version_loaded:
         errors.append("Release version not loaded")
@@ -38,51 +42,58 @@ def lambda_handler(event, context):
     node_counts_pre_load = sum(sorted([ item['count'] for item in query_results['pre']['node_counts'] ]))
     node_counts_post_load = sum(sorted([ item['count'] for item in query_results['post']['node_counts'] ]))
     have_node_counts_increased = node_counts_post_load > node_counts_pre_load
-    if not have_node_counts_increased:
+    if not have_node_counts_increased and not is_release_version_already_loaded:
         errors.append("Node count has not increased")
 
     # Number of unique release versions in the database has increased by one
     num_unique_releases_in_db_post_load = len(unique_releases_in_db_post_load)
     num_unique_releases_in_db_pre_load = len(unique_releases_in_db_pre_load)
     has_unique_release_count_increased_by_1 = num_unique_releases_in_db_post_load == num_unique_releases_in_db_pre_load + 1
-    if not has_unique_release_count_increased_by_1:
+    if not has_unique_release_count_increased_by_1 and not is_release_version_already_loaded:
         errors.append("Unique release count has not increased by 1")
 
-    is_load_successful = (
-        is_release_version_loaded
-        and have_node_counts_increased
-        and has_unique_release_count_increased_by_1
-    )
+    # TODO BOOKMARK 1/19/24 - Allow for the same release version to be loaded multiple times without failing the load validation
+    if is_release_version_already_loaded:
+        is_load_successful = (
+            is_release_version_loaded
+        )
+    else:
+        is_load_successful = (
+            is_release_version_loaded
+            and have_node_counts_increased
+            and has_unique_release_count_increased_by_1
+        )
 
     payload = {
         "is_load_successful": {
             "value": is_load_successful,
             "details": {
-                "is_release_version_loaded": {
-                    "value": is_release_version_loaded,
-                    "details": {
-                        "unique_releases_in_db_pre_load": unique_releases_in_db_pre_load,
-                        "unique_releases_in_db_post_load": unique_releases_in_db_post_load
-                    }
-                },
-                "have_node_counts_increased": {
-                    "value": have_node_counts_increased,
-                    "details": {
-                        "node_counts_pre_load": node_counts_pre_load,
-                        "node_counts_post_load": node_counts_post_load
-                    },
-                },
-                "has_unique_release_count_increased_by_1": {
-                    "value": has_unique_release_count_increased_by_1,
-                    "details": {
-                        "num_unique_releases_in_db_pre_load": num_unique_releases_in_db_pre_load,
-                        "num_unique_releases_in_db_post_load": num_unique_releases_in_db_post_load
-                    }
-                }
+                "unique_releases_in_db_pre_load": unique_releases_in_db_pre_load,
+                "unique_releases_in_db_post_load": unique_releases_in_db_post_load
             }
-        }
+        },
     }
 
+    # TODO Validate based on node metadata if is_release_version_already_loaded is True
+    # These validations will cause a failure if the release version has already been loaded
+    if not is_release_version_already_loaded:
+
+        payload["have_node_counts_increased"] = {
+            "value": have_node_counts_increased,
+            "details": {
+                "node_counts_pre_load": node_counts_pre_load,
+                "node_counts_post_load": node_counts_post_load
+            },
+        }
+
+        payload["has_unique_release_count_increased_by_1"] = {
+            "value": has_unique_release_count_increased_by_1,
+            "details": {
+                "num_unique_releases_in_db_pre_load": num_unique_releases_in_db_pre_load,
+                "num_unique_releases_in_db_post_load": num_unique_releases_in_db_post_load
+            }
+        }
+
     if errors:
         payload["errors"] = errors
 
@@ -93,7 +104,7 @@ def lambda_handler(event, context):
 if __name__ == "__main__":
     from pathlib import Path
 
-    event_path = Path(__file__).parent / "false-event.json"
+    event_path = Path(__file__).parent / "event.json"
 
     with open(event_path, "r") as file:
         event = json.load(file)
diff --git a/gfe-db/pipeline/functions/evaluate_query_results/event.json b/gfe-db/pipeline/functions/evaluate_query_results/event.json
index 42fa4acd..489e7d3f 100644
--- a/gfe-db/pipeline/functions/evaluate_query_results/event.json
+++ b/gfe-db/pipeline/functions/evaluate_query_results/event.json
@@ -1,288 +1,311 @@
 {
     "input": {
-        "version": 3500,
-        "commit_sha": "50b790037030d958b662085c3f4cf34ba72a32ec",
-        "input_parameters": {
-            "align": false,
-            "kir": false,
-            "mem_profile": false,
-            "limit": 1000,
-            "use_existing_build": false,
-            "skip_load": false
-        },
-        "s3_path": "s3://nmdpf-gfe-db-810526023897-us-east-1/data/3500",
-        "receipt_handle": "AQEBrTOHAx/t69z1Wk3DclsAqlZR3ulG9KyXrdcZrjPGdqlSPYwvhtyxkQZ7ftmCgy5bsrWNTUovuujGOyGyRlABZwLLbDwNOwv0rPoYlyV56ipTPXOp9DT8LfWXEWk5eW/bHEL5KpmxOJHAEc1U49czbMpVl8ihrubopQMX7nfJciQwsFT1zhFH/rEcilTQhK0zs3hjDrRHl16mFAPddfgsWaHIuySnpOC9Fnqws8Nmgx3ZL6wknM3wjXDhAi8/YrPd7G8JmFbtqQhKGfIAo1lpgiggAAs0rPFND3vRzDyHq/FP6vwgBG/HjbVOw0ECsu0acrYGWwInD35RH+vbzdQtgvINnXxOXwufQffAGBJpwZ/4kUUBkWhq+QuEW17WktDj+1uxbDpZEvpiYe5vbo6wCkabB7qKfjBwgyqqTbw1SBr/rx8i3TQpQbW6PowZXIzo"
+      "id": "3540_522c1fdd2b79fa7caa628ec48f6654342cb77045_20240120_013435",
+      "version": 3540,
+      "commit_sha": "522c1fdd2b79fa7caa628ec48f6654342cb77045",
+      "input_parameters": {
+        "align": false,
+        "kir": false,
+        "mem_profile": false,
+        "limit": 1000,
+        "use_existing_build": false,
+        "skip_load": false
+      },
+      "s3_path": "s3://nmdpf-gfe-db-810526023897-us-east-1/data/3540",
+      "receipt_handle": "AQEBE3msVR2U3ipnQVP9PmkEAuAG1QEsnWos4CO639jAxiNLmiXlE6nenceToY6xq56AK/Cy10tnKeBADWfKcEoXd8Fj3PvRRunazOvO9RjJSLqKIcz+y5F9BnHqM3UzhjGaJw9/siOa6BugbXKKjuChejwmxh3FEKO7Ot6J7xGaZF4xewyimL0YLi9VWprzynoX9Lva5J5Ej3ozOf9856uEckFAwzV1Isg6qVWcgsPzt6aToefnwBxZbvsEz0o9MAjtbfEcAoJWdiJUAdXzF+W/uqipuh+u6ZzedHByVMK+SiDSGJ+nED01A1FIrRUQJsHsEMvEJUNqF80YknVru4CS5INTRP/sm0N6KBy5ozQweSHTOaZ+0ECPS1Y/StmtS/WpxdJ2yrXcCxGEYPVChSBhOA7BrpD5DOE9VJAGYip10vCDtJ27JOWK4naNlQz2JZ+L"
     },
     "validations": {
-        "queries": {
-            "pre": {
-                "node_counts": [
-                    {
-                        "node": "GFE",
-                        "count": 1039
-                    },
-                    {
-                        "node": "IPD_Accession",
-                        "count": 1036
-                    },
-                    {
-                        "node": "IPD_Allele",
-                        "count": 1036
-                    },
-                    {
-                        "node": "Sequence",
-                        "count": 1039
-                    },
-                    {
-                        "node": "Feature",
-                        "count": 1128
-                    },
-                    {
-                        "node": "Submitter",
-                        "count": 1
-                    }
-                ],
-                "has_ipd_allele_release_counts": [
-                    {
-                        "release_version": "3510",
-                        "count": 1000
-                    },
-                    {
-                        "release_version": "3530",
-                        "count": 1000
-                    },
-                    {
-                        "release_version": "3540",
-                        "count": 1000
-                    }
-                ],
-                "ipd_accession_release_counts": [
-                    {
-                        "release_version": "3.54.0",
-                        "count": 1000
-                    },
-                    {
-                        "release_version": "3.53.0",
-                        "count": 19
-                    },
-                    {
-                        "release_version": "3.51.0",
-                        "count": 20
-                    }
-                ]
+      "queries": {
+        "pre": {
+          "node_counts": [
+            {
+              "node": "GFE",
+              "count": 1009
+            },
+            {
+              "node": "IPD_Accession",
+              "count": 1009
+            },
+            {
+              "node": "IPD_Allele",
+              "count": 1009
             },
-            "post": {
-                "node_counts": [
-                    {
-                        "node": "GFE",
-                        "count": 1045
-                    },
-                    {
-                        "node": "IPD_Accession",
-                        "count": 1042
-                    },
-                    {
-                        "node": "IPD_Allele",
-                        "count": 1042
-                    },
-                    {
-                        "node": "Sequence",
-                        "count": 1045
-                    },
-                    {
-                        "node": "Feature",
-                        "count": 1134
-                    },
-                    {
-                        "node": "Submitter",
-                        "count": 1
-                    }
-                ],
-                "has_ipd_allele_release_counts": [
-                    {
-                        "release_version": "3500",
-                        "count": 1000
-                    },
-                    {
-                        "release_version": "3510",
-                        "count": 1000
-                    },
-                    {
-                        "release_version": "3530",
-                        "count": 1000
-                    },
-                    {
-                        "release_version": "3540",
-                        "count": 1000
-                    }
-                ],
-                "ipd_accession_release_counts": [
-                    {
-                        "release_version": "3.54.0",
-                        "count": 1000
-                    },
-                    {
-                        "release_version": "3.53.0",
-                        "count": 19
-                    },
-                    {
-                        "release_version": "3.51.0",
-                        "count": 20
-                    },
-                    {
-                        "release_version": "3.50.0",
-                        "count": 6
-                    }
-                ]
+            {
+              "node": "Sequence",
+              "count": 1009
+            },
+            {
+              "node": "Feature",
+              "count": 1102
+            },
+            {
+              "node": "Submitter",
+              "count": 1
             }
+          ],
+          "has_ipd_allele_release_counts": [
+            {
+              "release_version": 3540,
+              "count": 1000
+            },
+            {
+              "release_version": 3550,
+              "count": 1000
+            }
+          ],
+          "ipd_accession_release_counts": [
+            {
+              "release_version": "3.54.0",
+              "count": 1000
+            },
+            {
+              "release_version": "3.55.0",
+              "count": 9
+            }
+          ]
         },
-        "check_existing_build": {
-            "IsTruncated": false,
-            "Marker": "",
-            "MaxKeys": 1000,
-            "Name": "nmdpf-gfe-db-810526023897-us-east-1",
-            "Prefix": "data/3500/csv/"
-        },
-        "build_outputs": {
-            "release_version": 3500,
-            "details": [
-                {
-                    "schema": "all_cds",
-                    "release": 3500,
-                    "file_path": "s3://nmdpf-gfe-db-810526023897-us-east-1/data/3500/csv/all_cds.3500.csv",
-                    "cols": [
-                        "gfe_name",
-                        "bp_seq_id",
-                        "bp_sequence",
-                        "aa_seq_id",
-                        "aa_sequence"
-                    ],
-                    "num_rows": 1000,
-                    "created_utc": "2024-01-02T22:49:02.000Z",
-                    "details": {
-                        "is_valid_csv_filename": true,
-                        "is_valid_csv_header": true,
-                        "is_valid_csv_rows": true
-                    },
-                    "num_errors": 0,
-                    "is_valid_csv": true
-                },
-                {
-                    "schema": "all_features",
-                    "release": 3500,
-                    "file_path": "s3://nmdpf-gfe-db-810526023897-us-east-1/data/3500/csv/all_features.3500.csv",
-                    "cols": [
-                        "accession",
-                        "hash_code",
-                        "locus",
-                        "rank",
-                        "sequence",
-                        "term",
-                        "gfe_name",
-                        "allele_id",
-                        "hla_name",
-                        "imgt_release"
-                    ],
-                    "num_rows": 12377,
-                    "created_utc": "2024-01-02T22:49:02.000Z",
-                    "details": {
-                        "is_valid_csv_filename": true,
-                        "is_valid_csv_header": true,
-                        "is_valid_csv_rows": true
-                    },
-                    "num_errors": 0,
-                    "is_valid_csv": true
-                },
-                {
-                    "schema": "all_groups",
-                    "release": 3500,
-                    "file_path": "s3://nmdpf-gfe-db-810526023897-us-east-1/data/3500/csv/all_groups.3500.csv",
-                    "cols": [
-                        "gfe_name",
-                        "allele_id",
-                        "hla_name",
-                        "ard_id",
-                        "ard_name",
-                        "locus",
-                        "imgt_release"
-                    ],
-                    "num_rows": 3000,
-                    "created_utc": "2024-01-02T22:49:02.000Z",
-                    "details": {
-                        "is_valid_csv_filename": true,
-                        "is_valid_csv_header": true,
-                        "is_valid_csv_rows": true
-                    },
-                    "num_errors": 0,
-                    "is_valid_csv": true
-                },
-                {
-                    "schema": "gfe_sequences",
-                    "release": 3500,
-                    "file_path": "s3://nmdpf-gfe-db-810526023897-us-east-1/data/3500/csv/gfe_sequences.3500.csv",
-                    "cols": [
-                        "gfe_name",
-                        "acc_name",
-                        "locus",
-                        "hla_name",
-                        "seq_id",
-                        "sequence",
-                        "length",
-                        "imgt_release"
-                    ],
-                    "num_rows": 1000,
-                    "created_utc": "2024-01-02T22:49:02.000Z",
-                    "details": {
-                        "is_valid_csv_filename": true,
-                        "is_valid_csv_header": true,
-                        "is_valid_csv_rows": true
-                    },
-                    "num_errors": 0,
-                    "is_valid_csv": true
-                }
+        "post": {
+          "node_counts": [
+            {
+              "node": "GFE",
+              "count": 1009
+            },
+            {
+              "node": "IPD_Accession",
+              "count": 1009
+            },
+            {
+              "node": "IPD_Allele",
+              "count": 1009
+            },
+            {
+              "node": "Sequence",
+              "count": 1009
+            },
+            {
+              "node": "Feature",
+              "count": 1102
+            },
+            {
+              "node": "Submitter",
+              "count": 1
+            }
+          ],
+          "has_ipd_allele_release_counts": [
+            {
+              "release_version": 3540,
+              "count": 1000
+            },
+            {
+              "release_version": 3550,
+              "count": 1000
+            }
+          ],
+          "ipd_accession_release_counts": [
+            {
+              "release_version": "3.54.0",
+              "count": 1000
+            },
+            {
+              "release_version": "3.55.0",
+              "count": 9
+            }
+          ]
+        }
+      },
+      "check_existing_build": {
+        "Contents": [
+          {
+            "ETag": "\"007c5e4db9431e79c4c0db0133266c78\"",
+            "Key": "data/3540/csv/all_cds.3540.csv",
+            "LastModified": "2024-01-19T21:16:16Z",
+            "Owner": {
+              "DisplayName": "gclindsey+awstesting",
+              "Id": "c7bf5cd354a38116b91f478b895cf40889f01091a7d26941d8a367727278b611"
+            },
+            "Size": 1396846,
+            "StorageClass": "STANDARD"
+          },
+          {
+            "ETag": "\"2f3d5d86377b8cd456bae94cacb333c8\"",
+            "Key": "data/3540/csv/all_features.3540.csv",
+            "LastModified": "2024-01-19T21:16:16Z",
+            "Owner": {
+              "DisplayName": "gclindsey+awstesting",
+              "Id": "c7bf5cd354a38116b91f478b895cf40889f01091a7d26941d8a367727278b611"
+            },
+            "Size": 3796840,
+            "StorageClass": "STANDARD"
+          },
+          {
+            "ETag": "\"19939e8c73832e069626da9bbbdc200f\"",
+            "Key": "data/3540/csv/all_groups.3540.csv",
+            "LastModified": "2024-01-19T21:16:16Z",
+            "Owner": {
+              "DisplayName": "gclindsey+awstesting",
+              "Id": "c7bf5cd354a38116b91f478b895cf40889f01091a7d26941d8a367727278b611"
+            },
+            "Size": 293153,
+            "StorageClass": "STANDARD"
+          },
+          {
+            "ETag": "\"a2cc1bbe2838160ad417c0ba34557007\"",
+            "Key": "data/3540/csv/gfe_sequences.3540.csv",
+            "LastModified": "2024-01-19T21:16:16Z",
+            "Owner": {
+              "DisplayName": "gclindsey+awstesting",
+              "Id": "c7bf5cd354a38116b91f478b895cf40889f01091a7d26941d8a367727278b611"
+            },
+            "Size": 2574586,
+            "StorageClass": "STANDARD"
+          }
+        ],
+        "IsTruncated": false,
+        "Marker": "",
+        "MaxKeys": 1000,
+        "Name": "nmdpf-gfe-db-810526023897-us-east-1",
+        "Prefix": "data/3540/csv/"
+      },
+      "build_outputs": {
+        "release_version": 3540,
+        "details": [
+          {
+            "schema": "all_cds",
+            "release": 3540,
+            "file_path": "s3://nmdpf-gfe-db-810526023897-us-east-1/data/3540/csv/all_cds.3540.csv",
+            "cols": [
+              "gfe_name",
+              "bp_seq_id",
+              "bp_sequence",
+              "aa_seq_id",
+              "aa_sequence"
             ],
-            "errors": [],
-            "expected_artifacts": [
-                "all_cds.3500.csv",
-                "all_features.3500.csv",
-                "all_groups.3500.csv",
-                "gfe_sequences.3500.csv"
+            "num_rows": 1000,
+            "created_utc": "2024-01-20T01:42:12.000Z",
+            "details": {
+              "is_valid_csv_filename": true,
+              "is_valid_csv_header": true,
+              "is_valid_csv_rows": true
+            },
+            "num_errors": 0,
+            "is_valid_csv": true
+          },
+          {
+            "schema": "all_features",
+            "release": 3540,
+            "file_path": "s3://nmdpf-gfe-db-810526023897-us-east-1/data/3540/csv/all_features.3540.csv",
+            "cols": [
+              "accession",
+              "hash_code",
+              "locus",
+              "rank",
+              "sequence",
+              "term",
+              "gfe_name",
+              "allele_id",
+              "hla_name",
+              "imgt_release"
             ],
-            "is_valid_build": true
-        }
+            "num_rows": 12924,
+            "created_utc": "2024-01-20T01:42:12.000Z",
+            "details": {
+              "is_valid_csv_filename": true,
+              "is_valid_csv_header": true,
+              "is_valid_csv_rows": true
+            },
+            "num_errors": 0,
+            "is_valid_csv": true
+          },
+          {
+            "schema": "all_groups",
+            "release": 3540,
+            "file_path": "s3://nmdpf-gfe-db-810526023897-us-east-1/data/3540/csv/all_groups.3540.csv",
+            "cols": [
+              "gfe_name",
+              "allele_id",
+              "hla_name",
+              "ard_id",
+              "ard_name",
+              "locus",
+              "imgt_release"
+            ],
+            "num_rows": 3000,
+            "created_utc": "2024-01-20T01:42:12.000Z",
+            "details": {
+              "is_valid_csv_filename": true,
+              "is_valid_csv_header": true,
+              "is_valid_csv_rows": true
+            },
+            "num_errors": 0,
+            "is_valid_csv": true
+          },
+          {
+            "schema": "gfe_sequences",
+            "release": 3540,
+            "file_path": "s3://nmdpf-gfe-db-810526023897-us-east-1/data/3540/csv/gfe_sequences.3540.csv",
+            "cols": [
+              "gfe_name",
+              "acc_name",
+              "locus",
+              "hla_name",
+              "seq_id",
+              "sequence",
+              "length",
+              "imgt_release"
+            ],
+            "num_rows": 1000,
+            "created_utc": "2024-01-20T01:42:12.000Z",
+            "details": {
+              "is_valid_csv_filename": true,
+              "is_valid_csv_header": true,
+              "is_valid_csv_rows": true
+            },
+            "num_errors": 0,
+            "is_valid_csv": true
+          }
+        ],
+        "errors": [],
+        "expected_artifacts": [
+          "all_cds.3540.csv",
+          "all_features.3540.csv",
+          "all_groups.3540.csv",
+          "gfe_sequences.3540.csv"
+        ],
+        "is_valid_build": true
+      }
     },
     "backups": {
-        "pre": {
-            "document_name": "nmdpf-gfe-db-database-Neo4jBackupDocument-VBAMg82ny9pW",
-            "command_id": "e782bb63-abd3-485c-8fca-91794bef8373"
-        }
+      "pre": {
+        "document_name": "nmdpf-gfe-db-database-Neo4jBackupDocument-7MYPVO5AczNY",
+        "command_id": "eca3d8d7-bf5e-4fd9-8980-fa29480e87ab"
+      }
     },
     "state": {
-        "created_utc": "2024-01-02T18:19:05.170Z",
-        "updated_utc": "2024-01-02T22:44:55.115Z",
-        "repository": {
-            "owner": "ANHIG",
-            "name": "IMGTHLA",
-            "url": "https://github.com/ANHIG/IMGTHLA"
-        },
-        "commit": {
-            "sha": "50b790037030d958b662085c3f4cf34ba72a32ec",
-            "date_utc": "2022-12-14T10:02:54.000Z",
-            "message": "Merge pull request #323 from ANHIG/3500\n\nCorrected missing date and version field in Allelelist_history.txt",
-            "html_url": "https://github.com/ANHIG/IMGTHLA/commit/50b790037030d958b662085c3f4cf34ba72a32ec"
-        },
-        "execution": {
-            "version": 3500,
-            "status": "PENDING",
-            "date_utc": "2024-01-02T22:44:55.115Z",
-            "input_parameters": {
-                "align": false,
-                "kir": false,
-                "mem_profile": false,
-                "limit": 1000,
-                "use_existing_build": false,
-                "skip_load": false
-            }
+      "created_utc": "2024-01-20T01:19:04.822Z",
+      "updated_utc": "2024-01-20T01:34:35.436Z",
+      "repository": {
+        "owner": "ANHIG",
+        "name": "IMGTHLA",
+        "url": "https://github.com/ANHIG/IMGTHLA"
+      },
+      "commit": {
+        "sha": "522c1fdd2b79fa7caa628ec48f6654342cb77045",
+        "date_utc": "2024-01-11T14:54:13.000Z",
+        "message": "Merge pull request #355 from ANHIG/3540\n\nRelease of new hla.xml format as hla_new.xml and hla_new.xsd for 3.54.0",
+        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/522c1fdd2b79fa7caa628ec48f6654342cb77045"
+      },
+      "execution": {
+        "id": "3540_522c1fdd2b79fa7caa628ec48f6654342cb77045_20240120_013435",
+        "version": 3540,
+        "status": "LOAD_IN_PROGRESS",
+        "input_parameters": {
+          "align": false,
+          "kir": false,
+          "mem_profile": false,
+          "limit": 1000,
+          "use_existing_build": false,
+          "skip_load": false
         }
+      }
     }
-}
\ No newline at end of file
+  }
\ No newline at end of file

From fc885b7e9f9648d6c42a0700df1fc0502306a2a0 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 20 Jan 2024 15:49:11 -0800
Subject: [PATCH 271/367] add emojis to state labels

---
 .../statemachines/update-pipeline.asl.json    | 56 +++++++++----------
 1 file changed, 28 insertions(+), 28 deletions(-)

diff --git a/gfe-db/pipeline/statemachines/update-pipeline.asl.json b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
index 6617cffb..b252fd74 100644
--- a/gfe-db/pipeline/statemachines/update-pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
@@ -48,7 +48,7 @@
         "Build Stage": {
             "Type": "Parallel",
             "OutputPath": "$.[1]",
-            "Next": "Skip Load?",
+            "Next": "Skip Load❓",
             "Catch": [
                 {
                     "ErrorEquals": [
@@ -103,35 +103,35 @@
                                 "Prefix.$": "States.Format('data/{}/csv/', $.input.version)"
                             },
                             "ResultPath": "$.validations.check_existing_build",
-                            "Next": "Files Exist?"
+                            "Next": "Files Exist❓"
                         },
-                        "Files Exist?": {
+                        "Files Exist❓": {
                             "Type": "Choice",
                             "Choices": [
                                 {
                                     "Variable": "$.validations.check_existing_build.Contents",
                                     "IsPresent": false,
-                                    "Next": "Generate CSV files"
+                                    "Next": "Generate CSV Files"
                                 }
                             ],
-                            "Default": "Use Existing Build?"
+                            "Default": "Use Existing Build❓"
                         },
-                        "Use Existing Build?": {
+                        "Use Existing Build❓": {
                             "Type": "Choice",
                             "Choices": [
                                 {
                                     "Variable": "$.input.input_parameters.use_existing_build",
                                     "BooleanEquals": false,
-                                    "Next": "Generate CSV files"
+                                    "Next": "Generate CSV Files"
                                 }
                             ],
-                            "Default": "Validate Build"
+                            "Default": "Validate Build 🧐"
                         },
-                        "Generate CSV files": {
+                        "Generate CSV Files": {
                             "Type": "Task",
                             "Resource": "arn:aws:states:::batch:submitJob.sync",
                             "ResultPath": null,
-                            "Next": "Validate Build",
+                            "Next": "Validate Build 🧐",
                             "Parameters": {
                                 "JobDefinition": "${BuildJobDefinition}",
                                 "JobName": "${BuildJobName}",
@@ -150,7 +150,7 @@
                                 }
                             }
                         },
-                        "Validate Build": {
+                        "Validate Build 🧐": {
                             "Type": "Task",
                             "Resource": "${ValidateBuildOutputFunctionArn}",
                             "Parameters": {
@@ -159,9 +159,9 @@
                                 "input.$": "$.input"
                             },
                             "ResultPath": "$.validations.build_outputs",
-                            "Next": "Is Build Successful?"
+                            "Next": "Is Build Successful❓"
                         },
-                        "Is Build Successful?": {
+                        "Is Build Successful❓": {
                             "Type": "Choice",
                             "Choices": [
                                 {
@@ -245,7 +245,7 @@
                 }
             ]
         },
-        "Skip Load?": {
+        "Skip Load❓": {
             "Type": "Choice",
             "Choices": [
                 {
@@ -305,7 +305,7 @@
                     }
                 }
             ],
-            "Next": "Publish Result"
+            "Next": "Publish Result 📡"
         },
         "Update Status → LOAD_IN_PROGRESS": {
             "Type": "Pass",
@@ -368,9 +368,9 @@
                     }
                 },
                 {
-                    "StartAt": "Wait For Load",
+                    "StartAt": "Wait For Load 🕗",
                     "States": {
-                        "Wait For Load": {
+                        "Wait For Load 🕗": {
                             "Type": "Task",
                             "Resource": "${LoadReleaseActivityArn}",
                             "HeartbeatSeconds": 60,
@@ -387,9 +387,9 @@
                             "Type": "Task",
                             "Resource": "${EvaluateQueryResultsFunctionArn}",
                             "ResultPath": "$.validations.load_results",
-                            "Next": "Is Load Successful?"
+                            "Next": "Is Load Successful❓"
                         },
-                        "Is Load Successful?": {
+                        "Is Load Successful❓": {
                             "Type": "Choice",
                             "Choices": [
                                 {
@@ -477,7 +477,7 @@
             "Type": "Task",
             "Resource": "${InvokeBackupScriptFunctionArn}",
             "ResultPath": "$.backups.post",
-            "Next": "Publish Result",
+            "Next": "Publish Result 📡",
             "Catch": [
                 {
                     "ErrorEquals": [
@@ -490,7 +490,7 @@
         "Handle Error": {
             "Type": "Parallel",
             "OutputPath": "$.[0]",
-            "Next": "Publish Result",
+            "Next": "Publish Result 📡",
             "Branches": [
                 {
                     "StartAt": "Get Current State",
@@ -502,9 +502,9 @@
                             "Parameters": {
                                 "input.$": "$$.Execution.Input.input"
                             },
-                            "Next": "Is Status Current?"
+                            "Next": "Is Status Current❓"
                         },
-                        "Is Status Current?": {
+                        "Is Status Current❓": {
                             "Type": "Choice",
                             "Choices": [
                                 {
@@ -574,7 +574,7 @@
                 }
             ]
         },
-        "Publish Result": {
+        "Publish Result 📡": {
             "Type": "Task",
             "Resource": "arn:aws:states:::sns:publish",
             "ResultPath": null,
@@ -582,20 +582,20 @@
                 "TopicArn": "${GfeDbExecutionResultTopicArn}",
                 "Message.$": "$"
             },
-            "Next": "Success or Failure?"
+            "Next": "Success or Failure❓"
         },
-        "Success or Failure?": {
+        "Success or Failure❓": {
             "Type": "Choice",
             "Choices": [
                 {
                     "Variable": "$.Error",
                     "IsPresent": true,
-                    "Next": "Pipeline Failure 🙁"
+                    "Next": "Pipeline Failure 😖"
                 }
             ],
             "Default": "Pipeline Success 😁"
         },
-        "Pipeline Failure 🙁": {
+        "Pipeline Failure 😖": {
             "Type": "Fail",
             "ErrorPath": "$.Error",
             "CausePath": "$.Cause"

From 720fbc998c35356aeec73b1f150e24cedde29525 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 20 Jan 2024 15:50:17 -0800
Subject: [PATCH 272/367] add new status enum for aborted executions

---
 .../gfe_db_models/gfedbmodels/types.py             | 14 ++++++--------
 1 file changed, 6 insertions(+), 8 deletions(-)

diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
index 45f86f1d..1f27ebdf 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
@@ -19,6 +19,7 @@
 LOAD_FAILED: load failed (set by State Machine) ✅
 BUILD_FAILED: build failed (set by State Machine) ✅
 FAILED: build or load failed (set by State Machine) ✅
+ABORTED: build or load aborted (set by UpdateExecutionState) ✅
 """
 
 class ExecutionStatus(str, Enum):
@@ -33,6 +34,7 @@ class ExecutionStatus(str, Enum):
     LOAD_FAILED = "LOAD_FAILED"
     LOAD_SKIPPED = "LOAD_SKIPPED"
     FAILED = "FAILED"
+    ABORTED = "ABORTED"
 
     @classmethod
     def __contains__(cls, item):
@@ -183,7 +185,6 @@ def url_is_valid(cls, v):
         return url_is_valid(v)
 
 
-# TODO add execution_id
 class ExecutionDetailsConfig(BaseModel):
     id: str = None
     version: int
@@ -221,10 +222,11 @@ class ExecutionError(BaseModel):
     cause: str
 
 # One item in the ExecutionState table
+# The Primary Key is commit.sha, or commit__sha in the table
 class ExecutionStateItem(BaseModel):
-    created_utc: str
-    updated_utc: Optional[str] = None  # TODO make required once fully implemented
-    repository: RepositoryConfig
+    created_utc: Optional[str] = None  # Partial updates may not be able to include timestamps
+    updated_utc: Optional[str] = None  # Partial updates may not be able to include timestamps
+    repository: Optional[RepositoryConfig]
     commit: Commit
     execution: ExecutionDetailsConfig
     error: Optional[ExecutionError] = None
@@ -236,10 +238,6 @@ def from_execution_state_item_json(cls, execution_state_item: dict):
         execution_state_item = restore_nested_json(execution_state_item, split_on="__")
         return cls(**execution_state_item)
 
-    # def model_dump(self, filter_nulls: bool = False):
-    #     if filter_nested_nulls:
-    #         return self.dict(exclude_none=True, by_alias=True)
-
     # validate s3 path uses s3://<bucket>/<key> format
     @validator("s3_path")
     def s3_path_is_valid(cls, v):

From 42b6dfb47a0e981b5179e4eedfd12861408f17a7 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 20 Jan 2024 15:51:13 -0800
Subject: [PATCH 273/367] update status for aborted executions

---
 .../update_execution_state/__init__.py        |  0
 .../functions/update_execution_state/app.py   | 66 +++++++++++++++++++
 .../update_execution_state/event.json         | 34 ++++++++++
 .../update_execution_state/requirements.txt   |  0
 gfe-db/pipeline/template.yaml                 | 58 ++++++++++++++++
 5 files changed, 158 insertions(+)
 create mode 100644 gfe-db/pipeline/functions/update_execution_state/__init__.py
 create mode 100644 gfe-db/pipeline/functions/update_execution_state/app.py
 create mode 100644 gfe-db/pipeline/functions/update_execution_state/event.json
 create mode 100644 gfe-db/pipeline/functions/update_execution_state/requirements.txt

diff --git a/gfe-db/pipeline/functions/update_execution_state/__init__.py b/gfe-db/pipeline/functions/update_execution_state/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/gfe-db/pipeline/functions/update_execution_state/app.py b/gfe-db/pipeline/functions/update_execution_state/app.py
new file mode 100644
index 00000000..68057798
--- /dev/null
+++ b/gfe-db/pipeline/functions/update_execution_state/app.py
@@ -0,0 +1,66 @@
+"""In progress"""
+import os
+
+if __name__ != "app":
+    import sys
+
+    # for dev, local path to gfe-db modules
+    # ./gfe-db/pipeline/lambda_layers/gfe_db_models (use absolute path)
+    sys.path.append(os.environ["GFEDBMODELS_PATH"])
+import logging
+import json
+import traceback
+from gfedbmodels.types import ExecutionPayloadItem, ExecutionStateItem
+from gfedbmodels.constants import session, pipeline
+from gfedbmodels.utils import get_utc_now
+
+logger = logging.getLogger()
+logger.setLevel(logging.INFO)
+
+dynamodb = session.resource("dynamodb")
+table = dynamodb.Table(pipeline.params.GfeDbExecutionStateTableName)
+
+
+def lambda_handler(event, context):
+    logger.info(json.dumps(event))
+    # return
+
+    try:
+        # validate input
+        execution_payload_item = ExecutionPayloadItem(
+            **json.loads(event["detail"]["input"])["input"]
+        )
+        status = event["detail"]["status"]
+
+        # update execution state
+        # composite key is commit.sha as commit__sha and execution.version as execution__version
+        table.update_item(
+            Key={
+                "commit__sha": execution_payload_item.commit_sha,
+                "execution__version": execution_payload_item.version,
+            },
+            UpdateExpression="SET #status = :status, #updated_utc = :updated_utc",
+            ExpressionAttributeNames={
+                "#status": "execution__status",
+                "#updated_utc": "updated_utc",
+            },
+            ExpressionAttributeValues={
+                ":status": status,
+                ":updated_utc": get_utc_now(),
+            },
+        )
+
+        return 0
+
+    except Exception as e:
+        logger.error(json.dumps(event))
+        logger.error(traceback.format_exc())
+
+        return 1
+
+
+if __name__ == "__main__":
+    from pathlib import Path
+
+    event = json.loads((Path(__file__).parent / "event.json").read_text())
+    lambda_handler(event, None)
diff --git a/gfe-db/pipeline/functions/update_execution_state/event.json b/gfe-db/pipeline/functions/update_execution_state/event.json
new file mode 100644
index 00000000..21e73b09
--- /dev/null
+++ b/gfe-db/pipeline/functions/update_execution_state/event.json
@@ -0,0 +1,34 @@
+{
+    "version": "0",
+    "id": "2bf41e92-7e02-cd33-3739-48728b910cc7",
+    "detail-type": "Step Functions Execution Status Change",
+    "source": "aws.states",
+    "account": "810526023897",
+    "time": "2024-01-20T22:00:37Z",
+    "region": "us-east-1",
+    "resources": [
+        "arn:aws:states:us-east-1:810526023897:execution:UpdatePipelineStateMachine-FQbLz4G0k6df:3510_5f2c562056f8ffa89aeea0631f2a52300ee0de17_20240120_220027"
+    ],
+    "detail": {
+        "executionArn": "arn:aws:states:us-east-1:810526023897:execution:UpdatePipelineStateMachine-FQbLz4G0k6df:3510_5f2c562056f8ffa89aeea0631f2a52300ee0de17_20240120_220027",
+        "stateMachineArn": "arn:aws:states:us-east-1:810526023897:stateMachine:UpdatePipelineStateMachine-FQbLz4G0k6df",
+        "name": "3510_5f2c562056f8ffa89aeea0631f2a52300ee0de17_20240120_220027",
+        "status": "ABORTED",
+        "startDate": 1705788030095,
+        "stopDate": 1705788037205,
+        "input": "{\"input\": {\"id\": \"3510_5f2c562056f8ffa89aeea0631f2a52300ee0de17_20240120_220027\", \"version\": 3510, \"commit_sha\": \"5f2c562056f8ffa89aeea0631f2a52300ee0de17\", \"input_parameters\": {\"align\": false, \"kir\": false, \"mem_profile\": false, \"limit\": 1000, \"use_existing_build\": false, \"skip_load\": false}, \"s3_path\": \"s3://nmdpf-gfe-db-810526023897-us-east-1/data/3510\", \"receipt_handle\": \"AQEBCu1015BMxXvjWE9eeTSzDq2RQHItl3gQV+zkFX86UbCgNTugZEfrMM5KGk4/H38MyKA6KKPIoHPB8oSh4p8DaXQWbo0ejGY39q/INN3dpPHO4Xyw8RlRXfIZS8dUcMqv3WY5mfXiTrGIxviCh9sMQbjK6YXD8CnrIfYIPsnDNEhJJlVlapIP+dPSZJpJG6DLmUi4lddSrRTJiDSJT3dT8FQuzhH4GzVTsdG+HdlOPdIFv+YupNJGoXif2Jx+g3cLbhWeYcppBlbKuqUG2nozi0pdA7jhP9zK0KXyWCuD2jun/tqMllXYV5RJPwpa4Xuu8+6L8UlGGugH1k8nNJ9AcAR3awGYfQE9LQGzJZCJcq0y+2I2g7v36jvrGR5e4ZsRydiIfhUVgfLQ7yhkD9MZuAmCvqGkMFGoUnv7zYEALr7hwf87i1dvV+5vsTFJEVBq\"}}",
+        "output": null,
+        "stateMachineVersionArn": null,
+        "stateMachineAliasArn": null,
+        "redriveCount": 0,
+        "redriveDate": null,
+        "redriveStatus": "REDRIVABLE",
+        "redriveStatusReason": null,
+        "inputDetails": {
+            "included": true
+        },
+        "outputDetails": null,
+        "error": null,
+        "cause": null
+    }
+}
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/update_execution_state/requirements.txt b/gfe-db/pipeline/functions/update_execution_state/requirements.txt
new file mode 100644
index 00000000..e69de29b
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index b46e905c..77f037e4 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -593,6 +593,7 @@ Resources:
   GetExecutionStateFunction:
     Type: AWS::Serverless::Function
     Properties:
+      # FunctionName: !Sub ${Stage}-${AppName}-get-execution-state
       Description: !Sub ${AppName} execution input validation and state retrieval
       CodeUri: functions/get_execution_state/
       Handler: app.lambda_handler
@@ -624,6 +625,63 @@ Resources:
               Action:
                 - dynamodb:GetItem
               Resource: !GetAtt GfeDbExecutionStateTable.Arn
+
+
+
+  UpdateExecutionStateFunction:
+    Type: AWS::Serverless::Function
+    Properties:
+      # FunctionName: !Sub ${Stage}-${AppName}-update-execution-state
+      Description: !Sub ${AppName} execution input validation and state retrieval
+      CodeUri: functions/update_execution_state/
+      Handler: app.lambda_handler
+      Runtime: python3.10
+      Layers:
+        - !Ref GfeDbModelsLayer
+      MemorySize: 256
+      Timeout: 60
+      Architectures:
+        - x86_64
+      Environment:
+        Variables:
+          APP_NAME: !Ref AppName
+          STAGE: !Ref Stage
+      Policies:
+        - AWSLambdaBasicExecutionRole
+        - Version: "2012-10-17"
+          Statement:
+            - Sid: AllowSSMParameterStoreAccess
+              Effect: Allow
+              Action:
+                - ssm:GetParameters
+                - ssm:GetParameter
+              Resource: !Sub arn:aws:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*
+        - Version: "2012-10-17"
+          Statement:
+            - Sid: AllowDynamoDBReadWriteAccess
+              Effect: Allow
+              Action:
+                - dynamodb:PutItem
+                - dynamodb:UpdateItem
+              Resource: !GetAtt GfeDbExecutionStateTable.Arn
+      # Create EventBridge rule to trigger the function if a step functions execution is aborted
+      Events:
+        StepFunctionsExecutionAborted:
+          Type: EventBridgeRule
+          Properties:
+            Pattern:
+              source:
+                - aws.states
+              detail-type:
+                - Step Functions Execution Status Change
+              detail:
+                status:
+                  - ABORTED
+                stateMachineArn:
+                  - !GetAtt UpdatePipelineStateMachine.Arn
+            EventBusName: default
+
+
   InvokeUpdatePipelineFunction:
     Type: AWS::Serverless::Function
     Properties:

From 05ea43857d2e37989b47a6dbfb0cb9bf100e3b98 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 20 Jan 2024 18:47:25 -0800
Subject: [PATCH 274/367] dev queue for reading SNS messages

---
 gfe-db/pipeline/template.yaml | 41 ++++++++++++++++++++++++++++++-----
 1 file changed, 36 insertions(+), 5 deletions(-)

diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 77f037e4..042b808a 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -625,9 +625,6 @@ Resources:
               Action:
                 - dynamodb:GetItem
               Resource: !GetAtt GfeDbExecutionStateTable.Arn
-
-
-
   UpdateExecutionStateFunction:
     Type: AWS::Serverless::Function
     Properties:
@@ -680,8 +677,6 @@ Resources:
                 stateMachineArn:
                   - !GetAtt UpdatePipelineStateMachine.Arn
             EventBusName: default
-
-
   InvokeUpdatePipelineFunction:
     Type: AWS::Serverless::Function
     Properties:
@@ -919,6 +914,42 @@ Resources:
       Name: !Sub /${AppName}/${Stage}/${AWS::Region}/GfeDbExecutionResultTopicArn
       Description: !Sub ARN for ${AppName} Data Pipeline Errors SNS topic
       Value: !Ref GfeDbExecutionResultTopic
+
+  # Dev queue, subscription and policy to receive SNS messages from the GfeDbExecutionResultTopic with bash script
+  GfeDbExecutionResultDevQueue:
+    Type: AWS::SQS::Queue
+    UpdateReplacePolicy: Delete
+    DeletionPolicy: Delete
+    Properties:
+      VisibilityTimeout: 30
+      MessageRetentionPeriod: 1209600
+      ReceiveMessageWaitTimeSeconds: 20
+  GfeDbExecutionResultTopicSubscription:
+    Type: AWS::SNS::Subscription
+    Properties:
+      Endpoint: !GetAtt GfeDbExecutionResultDevQueue.Arn
+      Protocol: sqs
+      TopicArn: !Ref GfeDbExecutionResultTopic
+      RawMessageDelivery: true
+  GfeDbExecutionResultDevQueuePolicy:
+    Type: AWS::SQS::QueuePolicy
+    Properties:
+      Queues:
+        - !Ref GfeDbExecutionResultDevQueue
+      PolicyDocument:
+        Version: "2012-10-17"
+        Statement:
+          - Sid: AllowSNS
+            Effect: Allow
+            Principal:
+              AWS: "*"
+            Action:
+              - sqs:SendMessage
+            Resource: !GetAtt GfeDbExecutionResultDevQueue.Arn
+            Condition:
+              ArnEquals:
+                aws:SourceArn: !Ref GfeDbExecutionResultTopic
+
   LoadReleaseActivity:
     Type: AWS::StepFunctions::Activity
     Properties:

From 1e3c3e20e69ebc90e8abfa906b157c1a85a78000 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 20 Jan 2024 18:48:49 -0800
Subject: [PATCH 275/367] refactor and update SNS subscription targets

---
 Makefile                       | 40 +++++++++++++++++++++++++++++-----
 gfe-db/infrastructure/Makefile | 32 ---------------------------
 2 files changed, 34 insertions(+), 38 deletions(-)

diff --git a/Makefile b/Makefile
index 3a6914c7..b02505bd 100644
--- a/Makefile
+++ b/Makefile
@@ -135,6 +135,7 @@ deploy: splash-screen logs.purge env.validate ##=> Deploy all services
 	$(MAKE) infrastructure.deploy 
 	$(MAKE) database.deploy
 	$(MAKE) pipeline.deploy
+	$(MAKE) monitoring.create-topic-subscriptions topics="GfeDbExecutionResultTopicArn DataPipelineErrorsTopicArn"
 	@sh -c '$(MAKE) pipeline.state.build && $(MAKE) pipeline.state.load || echo "Pipeline state build failed"'
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Finished deploying ${APP_NAME}" 2>&1 | tee -a ${CFN_LOG_PATH}
 	$(MAKE) options-screen
@@ -451,11 +452,38 @@ infrastructure.access-services.bastion-server.deploy:
 infrastructure.access-services.bastion-server.connect:
 	$(MAKE) -C ${APP_NAME}/infrastructure/access-services/bastion-server/ service.connect
 
-monitoring.create-subscriptions:
-	$(MAKE) -C ${APP_NAME}/infrastructure service.monitoring.create-subscriptions
-
-monitoring.subscribe-email:
-	$(MAKE) -C ${APP_NAME}/infrastructure service.monitoring.subscribe-email
+monitoring.create-topic-subscriptions: #=> topics=<string>
+	@for topic in $$topics; do \
+		$(MAKE) monitoring.subscribe-emails topic_ssm_param=$$topic; \
+	done
+
+monitoring.subscribe-emails: #=> topic_ssm_param=<string>
+	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Creating SNS topic subscriptions for $$topic_ssm_param" 2>&1 | tee -a $${CFN_LOG_PATH}
+	@topic_arn=$$(aws ssm get-parameters \
+		--names "/$${APP_NAME}/$${STAGE}/$${AWS_REGION}/$$topic_ssm_param" \
+		--with-decryption \
+		--query "Parameters[0].Value" \
+		--output text) && \
+	for EMAIL in $$(echo $${SUBSCRIBE_EMAILS} | sed 's/,/ /g'); do \
+		res=$$(aws sns subscribe \
+			--topic-arn "$$topic_arn" \
+			--protocol email \
+			--notification-endpoint "$$EMAIL") && \
+		echo $$res | jq -r || \
+		echo "\033[0;31mFailed to subscribe $$EMAIL to SNS topic\033[0m"; \
+	done
+
+monitoring.subscribe-email: #=> topic_name=<string> email=<string>
+	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Creating SNS topic subscription" 2>&1 | tee -a $${CFN_LOG_PATH}
+	@topic_arn=$$(aws ssm get-parameters \
+		--names "/$${APP_NAME}/$${STAGE}/$${AWS_REGION}/"$$topic_name"Arn" \
+		--with-decryption \
+		--query "Parameters[0].Value" \
+		--output text) && \
+	aws sns subscribe \
+		--topic-arn "$$topic_arn" \
+		--protocol email \
+		--notification-endpoint "$$email" 2>&1 | tee -a $${CFN_LOG_PATH} || true;
 
 database.deploy:
 	$(MAKE) -C ${APP_NAME}/database/ deploy
@@ -877,7 +905,7 @@ define HELP_MESSAGE
 	$ make infrastructure.access-services.bastion-server.delete
 
 	...::: Create CloudWatch subscriptions :::...
-	$ make monitoring.create-subscriptions
+	$ make monitoring.subscribe-emails
 
 	...::: Subscribe an email to CloudWatch notifications :::...
 	$ make monitoring.subscribe-email
diff --git a/gfe-db/infrastructure/Makefile b/gfe-db/infrastructure/Makefile
index 47e0b228..da717363 100644
--- a/gfe-db/infrastructure/Makefile
+++ b/gfe-db/infrastructure/Makefile
@@ -45,8 +45,6 @@ ifeq ($(USE_PRIVATE_SUBNET),false)
 	$(MAKE) service.deploy.update-dns
 else ifeq ($(USE_PRIVATE_SUBNET),true)
 ifeq ($(HAS_STAGE),null)
-
-
 ifeq ($(CREATE_SSM_VPC_ENDPOINT),true)
 	$(call blue, Creating Systems Manager VPC endpoint...)
 	$(MAKE) service.deploy.create-endpoint service=ssm
@@ -85,7 +83,6 @@ else
 endif
 endif
 endif
-	$(MAKE) service.monitoring.create-subscriptions
 
 service.deploy.update-dns:
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Updating DNS records" 2>&1 | tee -a $${CFN_LOG_PATH}
@@ -247,35 +244,6 @@ endif
 service.access-services.bastion-server.connect:
 	$(MAKE) -C access-services/bastion-server service.bastion-server.connect
 
-service.monitoring.create-subscriptions:
-	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Creating SNS topic subscriptions" 2>&1 | tee -a $${CFN_LOG_PATH}
-	@topic_arn=$$(aws ssm get-parameters \
-		--names "/$${APP_NAME}/$${STAGE}/$${AWS_REGION}/DataPipelineErrorsTopicArn" \
-		--with-decryption \
-		--query "Parameters[0].Value" \
-		--output text) && \
-	for EMAIL in $$(echo $${SUBSCRIBE_EMAILS} | sed 's/,/ /g'); do \
-		res=$$(aws sns subscribe \
-			--topic-arn "$$topic_arn" \
-			--protocol email \
-			--notification-endpoint "$$EMAIL") && \
-		echo $$res | jq -r && \
-		echo "\033[0;34mSuccessfully subscribed $$EMAIL to SNS topic\033[0m" || \
-		echo "\033[0;31mFailed to subscribe $$EMAIL to SNS topic\033[0m"; \
-	done
-
-service.monitoring.subscribe-email: #email=<string>
-	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Creating SNS topic subscription" 2>&1 | tee -a $${CFN_LOG_PATH}
-	@topic_arn=$$(aws ssm get-parameters \
-		--names "/$${APP_NAME}/$${STAGE}/$${AWS_REGION}/DataPipelineErrorsTopicArn" \
-		--with-decryption \
-		--query "Parameters[0].Value" \
-		--output text) && \
-	aws sns subscribe \
-		--topic-arn "$$topic_arn" \
-		--protocol email \
-		--notification-endpoint "$$email" 2>&1 | tee -a $${CFN_LOG_PATH} || true;
-
 delete: ##=> Delete resources
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deleting ${SERVICE} service" 2>&1 | tee -a $${CFN_LOG_PATH}
 ifeq ($(data),true)

From cd6d80a894dc590e53f705fb6da908247751c583 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 20 Jan 2024 20:28:24 -0800
Subject: [PATCH 276/367] add load queue to control concurrency

---
 gfe-db/pipeline/template.yaml | 36 ++++++++++++++++++++++++++++++++++-
 1 file changed, 35 insertions(+), 1 deletion(-)

diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 042b808a..f8987084 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -791,6 +791,37 @@ Resources:
           APP_NAME: !Ref AppName
       Policies:
         - AWSLambdaBasicExecutionRole
+
+  # Controls load concurrency
+  GfeDbLoadQueue:
+    Type: AWS::SQS::Queue
+    UpdateReplacePolicy: Delete
+    DeletionPolicy: Delete
+    Properties:
+      FifoQueue: true
+      VisibilityTimeout: 43200 # max 12 hours (longest load is 7hr 8 min), how long a message is invisible after being received by a consumer
+      MessageRetentionPeriod: 1209600
+      ReceiveMessageWaitTimeSeconds: 0 # Short polling can be used since there is 1 consumer
+      RedrivePolicy:
+        deadLetterTargetArn: !GetAtt GfeDbLoadDeadLetterQueue.Arn
+        maxReceiveCount: 1 # Can only fail once before going to dead letter queue
+  GfeDbLoadDeadLetterQueue:
+    Type: AWS::SQS::Queue
+    UpdateReplacePolicy: Delete
+    DeletionPolicy: Delete
+    Properties:
+      FifoQueue: true
+      VisibilityTimeout: 43200
+      MessageRetentionPeriod: 1209600
+      ReceiveMessageWaitTimeSeconds: 10
+  GfeDbLoadQueueUrlParameter:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Type: String
+      Name: !Sub /${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueUrl
+      Description: URL of gfe-db load queue
+      Value: !GetAtt GfeDbLoadQueue.QueueUrl
+
   UpdatePipelineStateMachine:
     Type: AWS::Serverless::StateMachine
     Properties:
@@ -817,6 +848,7 @@ Resources:
         EvaluateQueryResultsFunctionArn: !GetAtt EvaluateQueryResultsFunction.Arn
         LoadReleaseActivityArn: !Ref LoadReleaseActivity
         InvokeLoadScriptFunctionArn: !GetAtt InvokeLoadScriptFunction.Arn
+        GfeDbLoadQueueUrl: !GetAtt GfeDbLoadQueue.QueueUrl
       Policies:
         - LambdaInvokePolicy:
             FunctionName: !Ref GetExecutionStateFunction
@@ -838,6 +870,8 @@ Resources:
             FunctionName: !Ref EvaluateQueryResultsFunction
         - S3ReadPolicy:
             BucketName: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}"
+        - SQSSendMessagePolicy:
+            QueueName: !GetAtt GfeDbLoadQueue.QueueName
         - Version: "2012-10-17"
           Statement:
             - Effect: Allow
@@ -1075,7 +1109,7 @@ Resources:
         PipelineExecutionTopic:
           Type: SNS
           Properties:
-            Topic: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineExecutionTopicArn}}"
+            Topic: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineExecutionTopicArn}}"   
   UpdatePipelineStateMachineExecutionErrorsAlarm:
     Type: AWS::CloudWatch::Alarm
     Properties:

From 3130f8bf534917fc2995a72880f498136a4519b0 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 21 Jan 2024 14:37:49 -0800
Subject: [PATCH 277/367] add invocation_id to state model

---
 .../functions/check_source_update/app.py      | 32 ++++++++++++++-----
 .../check_source_update/error-event.json      |  2 +-
 .../gfe_db_models/gfedbmodels/types.py        |  5 ++-
 gfe-db/pipeline/template.yaml                 |  1 +
 4 files changed, 30 insertions(+), 10 deletions(-)

diff --git a/gfe-db/pipeline/functions/check_source_update/app.py b/gfe-db/pipeline/functions/check_source_update/app.py
index da728fbe..e5b8a52b 100644
--- a/gfe-db/pipeline/functions/check_source_update/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/app.py
@@ -77,7 +77,11 @@
 
 # TODO validate commits against tracked source files requiring ingestion
 def lambda_handler(event, context):
+
     utc_now = get_utc_now()
+    invocation_id = context.aws_request_id
+
+    logger.info(f"Invocation Id: {invocation_id}")
     logger.info(json.dumps(event))
 
     try:
@@ -146,6 +150,7 @@ def lambda_handler(event, context):
 
             logger.info(f"Getting release versions")
 
+
             if most_recent_commits:
                 for commit in most_recent_commits:
                     sha = commit["sha"]
@@ -169,7 +174,10 @@ def lambda_handler(event, context):
 
                             # Build the execution object to be stored in the state table (`execution__*` fields)
                             execution_detail = ExecutionDetailsConfig(
-                                **{"version": release_version, "status": ExecutionStatus.NOT_PROCESSED}
+                                **{
+                                    "version": release_version, 
+                                    "status": ExecutionStatus.NOT_PROCESSED
+                                }
                             )
 
                             # Build the repository object to be stored in the state table (`repository__*` fields)
@@ -209,6 +217,7 @@ def lambda_handler(event, context):
         pending_commits = [
             update_execution_state_item(
                 execution_state_item=execution_state_item,
+                invocation_id=invocation_id,
                 status=ExecutionStatus.PENDING,
                 timestamp=utc_now,
                 input_parameters=input_parameters,
@@ -221,12 +230,13 @@ def lambda_handler(event, context):
         # 1b) Mark the older commits for each release as SKIPPED *only* if they are marked as NOT_PROCESSED
         skipped_commits = [
             update_execution_state_item(
-                execution_state_item=commit, 
+                execution_state_item=execution_state_item, 
+                invocation_id=invocation_id,
                 status=ExecutionStatus.SKIPPED,
                 timestamp=utc_now
             )
-            for commit in commits_with_releases
-            if (commit not in pending_commits and commit.execution.status == ExecutionStatus.NOT_PROCESSED)
+            for execution_state_item in commits_with_releases
+            if (execution_state_item not in pending_commits and execution_state_item.execution.status == ExecutionStatus.NOT_PROCESSED)
         ]
 
         # 1c) Combine the pending and skipped commits
@@ -373,11 +383,14 @@ def select_most_recent_commit_for_release(commits: list[ExecutionStateItem], sel
 
 def update_execution_state_item(
     execution_state_item: ExecutionStateItem,
+    invocation_id: str,
     status: str,
     timestamp: str,
     input_parameters: dict = None,
     version: int = None
-):
+) -> ExecutionStateItem:
+    
+    execution_state_item.execution.invocation_id = invocation_id
     execution_state_item.execution.status = status
     execution_state_item.updated_utc = timestamp
 
@@ -408,7 +421,10 @@ def update_execution_state_item(
 if __name__ == "__main__":
     from pathlib import Path
 
-    event = json.loads((Path(__file__).parent / "schedule-event.json").read_text())
-    # event = json.loads((Path(__file__).parent / "error-event.json").read_text())
+    # event = json.loads((Path(__file__).parent / "schedule-event.json").read_text())
+    event = json.loads((Path(__file__).parent / "error-event.json").read_text())
+
+    class MockContext:
+        aws_request_id = "1234"
 
-    lambda_handler(event, None)
+    lambda_handler(event, MockContext())
diff --git a/gfe-db/pipeline/functions/check_source_update/error-event.json b/gfe-db/pipeline/functions/check_source_update/error-event.json
index 35afbf6a..7c1384c1 100644
--- a/gfe-db/pipeline/functions/check_source_update/error-event.json
+++ b/gfe-db/pipeline/functions/check_source_update/error-event.json
@@ -2,7 +2,7 @@
     "align": false,
     "kir": false,
     "limit": "1000",
-    "releases": "3550",
+    "releases": "3540",
     "mem_profile": false,
     "use_existing_build": false,
     "skip_load": false
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
index 1f27ebdf..0bb01408 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
@@ -186,7 +186,8 @@ def url_is_valid(cls, v):
 
 
 class ExecutionDetailsConfig(BaseModel):
-    id: str = None
+    id: str = None # Refers to execution id in Step Functions and is only set if the commit is processed
+    invocation_id: str = None # One invocation can have multiple executions depending on how many release versions are given
     version: int
     status: str
     date_utc: Optional[str] = None
@@ -298,6 +299,7 @@ def execution_state_has_no_missing_releases(cls, v):
 class ExecutionPayloadItem(BaseModel):
     id: str
     version: int
+    invocation_id: str
     commit_sha: str
     input_parameters: InputParameters
     s3_path: str
@@ -316,6 +318,7 @@ def from_execution_state_item(cls, execution_state_item):
         return cls(
             id=execution_state_item.execution.id,
             version=execution_state_item.execution.version,
+            invocation_id=execution_state_item.execution.invocation_id,
             commit_sha=execution_state_item.commit.sha,
             input_parameters=execution_state_item.execution.input_parameters,
             s3_path=execution_state_item.execution.s3_path,
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index f8987084..c49ccce6 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -106,6 +106,7 @@ Resources:
             "commit.date_utc",
             "commit.html_url",
             "commit.message",
+            "execution.invocation_id",
             "execution.id",
             "execution.date_utc",
             "execution.status",

From 32e9564d6fc46ca4205df39161222ccb57d12963 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 21 Jan 2024 14:38:13 -0800
Subject: [PATCH 278/367] send release to sqs for loading to Neo4j

---
 .../statemachines/update-pipeline.asl.json         | 14 +++++++++++---
 1 file changed, 11 insertions(+), 3 deletions(-)

diff --git a/gfe-db/pipeline/statemachines/update-pipeline.asl.json b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
index b252fd74..03566705 100644
--- a/gfe-db/pipeline/statemachines/update-pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
@@ -371,9 +371,17 @@
                     "StartAt": "Wait For Load 🕗",
                     "States": {
                         "Wait For Load 🕗": {
-                            "Type": "Task",
-                            "Resource": "${LoadReleaseActivityArn}",
-                            "HeartbeatSeconds": 60,
+                            "Type":"Task",
+                            "Resource":"arn:aws:states:::sqs:sendMessage.waitForTaskToken",
+                            "Parameters":{  
+                               "QueueUrl":"${GfeDbLoadQueueUrl}",
+                               "MessageGroupId.$": "$.input.invocation_id",
+                               "MessageDeduplicationId.$": "$.input.id",
+                               "MessageBody":{  
+                                  "Input.$":"$.input",
+                                  "TaskToken.$":"$$.Task.Token"
+                               }
+                            },
                             "ResultPath": null,
                             "Next": "Run Validation Query"
                         },

From bd575203c08a3c229ef1003419e68c561037aabc Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Wed, 24 Jan 2024 11:35:52 -0800
Subject: [PATCH 279/367] refactor load scripts for SQS

---
 gfe-db/database/scripts/start_task.sh | 54 +++++++++++++--------------
 gfe-db/database/template.yaml         | 14 +++----
 gfe-db/pipeline/template.yaml         |  8 +++-
 3 files changed, 41 insertions(+), 35 deletions(-)

diff --git a/gfe-db/database/scripts/start_task.sh b/gfe-db/database/scripts/start_task.sh
index 01105854..86eabf67 100644
--- a/gfe-db/database/scripts/start_task.sh
+++ b/gfe-db/database/scripts/start_task.sh
@@ -25,14 +25,14 @@ if [[ -z $AWS_REGION ]]; then
     export AWS_REGION=$(curl --silent http://169.254.169.254/latest/dynamic/instance-identity/document | jq -r '.region')
 fi
 
-ACTIVITY_ARN=$(aws ssm get-parameter \
-    --name "/${APP_NAME}/${STAGE}/${AWS_REGION}/LoadReleaseActivityArn" \
+QUEUE_URL=$(aws ssm get-parameter \
+    --name "/${APP_NAME}/${STAGE}/${AWS_REGION}/GfeDbLoadQueueUrl" \
     --query "Parameter.Value" \
     --output text \
     --region "$AWS_REGION")
 
-if [[ -z $ACTIVITY_ARN ]]; then
-    ERR_MSG="ACTIVITY_ARN environment variable not set"
+if [[ -z $QUEUE_URL ]]; then
+    ERR_MSG="Queue URL not found"
     echo $ERR_MSG >&2
     exit 1
 fi
@@ -42,13 +42,13 @@ send_result () {
     if [[ $status = "SUCCESS" ]]; then
         echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Sending task success"
         aws stepfunctions send-task-success \
-            --task-token "$TASK_TOKEN" \
+            --task-token "$task_token" \
             --task-output "{\"status\":\"$status\"}" \
             --region "$AWS_REGION"
     else
         echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Sending task failure"
         aws stepfunctions send-task-failure \
-            --task-token "$TASK_TOKEN" \
+            --task-token "$task_token" \
             --cause "$cause" \
             --error "$error" \
             --region "$AWS_REGION"
@@ -62,31 +62,31 @@ trap 'cause="Error on line $LINENO: $ERR_MSG" && error=$? && send_result && kill
 # timeout=120
 while true; do
 
-    # Poll StepFunctions API for new activities
-    echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Polling for new activities..."
-    export ACTIVITY=$(aws stepfunctions get-activity-task \
-        --activity-arn "$ACTIVITY_ARN" \
-        --worker-name "$APP_NAME" \
+    # Poll SQS for new messages
+    echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Polling for new messages..."
+    export message=$(aws sqs receive-message \
+        --queue-url "$QUEUE_URL" \
         --region "$AWS_REGION" \
-        --cli-connect-timeout 65)
+        --wait-time-seconds 20 \
+        --max-number-of-messages 1 \
+        | jq -r '.Messages[0]')
 
-    if [[ -z $ACTIVITY ]]; then
-        echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - No activities found"
+    if [[ -z $message ]]; then
+        echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - No messages found"
         break
-
     else
-        echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Activity found"
-        echo "$ACTIVITY"
+        echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Message found"
 
-        export TASK_TOKEN=$(echo "$ACTIVITY" | jq -r '.taskToken')
-        export RELEASE=$(echo "$ACTIVITY" | jq -r '.input' | jq -r '.input.version')
+        export task_token=$(echo "$message | jq -r '.Body.TaskToken'")
+        export task_input=$(echo "$message | jq -r '.Body.Input'")
 
-        echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - TASK_TOKEN=$TASK_TOKEN"
-        echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - RELEASE=$RELEASE"
+        echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - task_token=$task_token"
+        echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - task_input=$task_input"
 
         # Check for release argument
-        if [[ -z $RELEASE || "$RELEASE" == "null" || ! $RELEASE =~ ^[0-9]{1,4}$ ]]; then
-            ERR_MSG="Release version not found, is 'null', or is not a 1-4 digit integer"
+        release=$(echo $task_input | jq -r '.version')
+        if [[ -z $task_input || "$task_input" == "" ]]; then
+            ERR_MSG="Release version not found, or is empty."
             echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - $ERR_MSG" >&2
             status="FAILED"
             error="1"
@@ -94,12 +94,12 @@ while true; do
             send_result
             kill 0
         else
-            echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Starting load process for $RELEASE"
+            echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Loading release version $release for commit $(echo $task_input | jq -r '.commit_sha')"
         fi
 
-        export HEARTBEAT_INTERVAL=30
-        bash send_heartbeat.sh &
-        send_heartbeat_pid=$!
+        # export HEARTBEAT_INTERVAL=30
+        # bash send_heartbeat.sh &
+        # send_heartbeat_pid=$!
 
         # Run task - invoke load script 
         # TODO get s3 path from step functions payload
diff --git a/gfe-db/database/template.yaml b/gfe-db/database/template.yaml
index 26fe3266..dd62b73a 100644
--- a/gfe-db/database/template.yaml
+++ b/gfe-db/database/template.yaml
@@ -385,16 +385,16 @@ Resources:
                   - ec2:AssociateAddress
                 Resource:
                   - "*"
-              # - Effect: "Allow"
-              #   Action:
-              #     - "sqs:ReceiveMessage"
-              #     - "sqs:DeleteMessage"
-              #     - "sqs:ChangeMessageVisibility"
-              #   Resource:
-              #     - "*"
+              - Effect: "Allow"
+                Action:
+                  - "sqs:ReceiveMessage"
+                Resource:
+                  - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueArn}}'
               - Effect: Allow
                 Action:
                   - ssm:PutParameter
+                  - ssm:GetParameters
+                  - ssm:GetParameter
                 Resource:
                   - !Sub arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*
   Neo4jDatabaseInstanceProfile:
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index c49ccce6..705c979d 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -822,7 +822,13 @@ Resources:
       Name: !Sub /${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueUrl
       Description: URL of gfe-db load queue
       Value: !GetAtt GfeDbLoadQueue.QueueUrl
-
+  GfeDbLoadQueueArnParameter:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Type: String
+      Name: !Sub /${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueArn
+      Description: ARN of gfe-db load queue
+      Value: !GetAtt GfeDbLoadQueue.Arn
   UpdatePipelineStateMachine:
     Type: AWS::Serverless::StateMachine
     Properties:

From 003fe9014f415955f6d2de9013c0094e9c3fc00f Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Wed, 24 Jan 2024 14:55:49 -0800
Subject: [PATCH 280/367] move load queue to database layer so params are
 available to pipeline

---
 gfe-db/database/Makefile      |  2 +-
 gfe-db/database/template.yaml | 45 ++++++++++++++++++++++++++++++++++-
 gfe-db/pipeline/template.yaml | 41 ++-----------------------------
 3 files changed, 47 insertions(+), 41 deletions(-)

diff --git a/gfe-db/database/Makefile b/gfe-db/database/Makefile
index cf37dc70..bdd9232b 100644
--- a/gfe-db/database/Makefile
+++ b/gfe-db/database/Makefile
@@ -87,7 +87,7 @@ service.deploy:
 			Subdomain="$${SUBDOMAIN}" \
 			AdminEmail="$${ADMIN_EMAIL}" \
 			APOCVersion="$${APOC_VERSION}" \
-			GDSVersion="$${GDS_VERSION}" 2>&1 | tee -a $$CFN_LOG_PATH || true
+			GDSVersion="$${GDS_VERSION}"
 
 service.backup:
 	@res=$$(aws ssm send-command \
diff --git a/gfe-db/database/template.yaml b/gfe-db/database/template.yaml
index dd62b73a..6a02f76d 100644
--- a/gfe-db/database/template.yaml
+++ b/gfe-db/database/template.yaml
@@ -69,6 +69,49 @@ Resources:
       Name: !Sub /${AppName}/${Stage}/${AWS::Region}/Neo4jCredentialsSecretArn
       Description: ARN for Neo4jCredentialsSecret
       Value: !Ref Neo4jCredentialsSecret
+  # Controls load concurrency
+  GfeDbLoadQueue:
+    Type: AWS::SQS::Queue
+    UpdateReplacePolicy: Delete
+    DeletionPolicy: Delete
+    Properties:
+      FifoQueue: true
+      VisibilityTimeout: 43200 # max 12 hours (longest load is 7hr 8 min), how long a message is invisible after being received by a consumer
+      MessageRetentionPeriod: 1209600
+      ReceiveMessageWaitTimeSeconds: 0 # Short polling can be used since there is 1 consumer
+      RedrivePolicy:
+        deadLetterTargetArn: !GetAtt GfeDbLoadDeadLetterQueue.Arn
+        maxReceiveCount: 1 # Can only fail once before going to dead letter queue
+  GfeDbLoadDeadLetterQueue:
+    Type: AWS::SQS::Queue
+    UpdateReplacePolicy: Delete
+    DeletionPolicy: Delete
+    Properties:
+      FifoQueue: true
+      VisibilityTimeout: 43200
+      MessageRetentionPeriod: 1209600
+      ReceiveMessageWaitTimeSeconds: 10
+  GfeDbLoadQueueUrlParameter:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Type: String
+      Name: !Sub /${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueUrl
+      Description: URL of gfe-db load queue
+      Value: !GetAtt GfeDbLoadQueue.QueueUrl
+  GfeDbLoadQueueArnParameter:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Type: String
+      Name: !Sub /${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueArn
+      Description: ARN of gfe-db load queue
+      Value: !GetAtt GfeDbLoadQueue.Arn
+  GfeDbLoadQueueNameParameter:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Type: String
+      Name: !Sub /${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueName
+      Description: Name of gfe-db load queue
+      Value: !GetAtt GfeDbLoadQueue.QueueName
   Neo4jDatabaseInstance:
     Type: AWS::EC2::Instance
     CreationPolicy:
@@ -389,7 +432,7 @@ Resources:
                 Action:
                   - "sqs:ReceiveMessage"
                 Resource:
-                  - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueArn}}'
+                  - !GetAtt GfeDbLoadQueue.Arn
               - Effect: Allow
                 Action:
                   - ssm:PutParameter
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 705c979d..1839eb4b 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -792,43 +792,6 @@ Resources:
           APP_NAME: !Ref AppName
       Policies:
         - AWSLambdaBasicExecutionRole
-
-  # Controls load concurrency
-  GfeDbLoadQueue:
-    Type: AWS::SQS::Queue
-    UpdateReplacePolicy: Delete
-    DeletionPolicy: Delete
-    Properties:
-      FifoQueue: true
-      VisibilityTimeout: 43200 # max 12 hours (longest load is 7hr 8 min), how long a message is invisible after being received by a consumer
-      MessageRetentionPeriod: 1209600
-      ReceiveMessageWaitTimeSeconds: 0 # Short polling can be used since there is 1 consumer
-      RedrivePolicy:
-        deadLetterTargetArn: !GetAtt GfeDbLoadDeadLetterQueue.Arn
-        maxReceiveCount: 1 # Can only fail once before going to dead letter queue
-  GfeDbLoadDeadLetterQueue:
-    Type: AWS::SQS::Queue
-    UpdateReplacePolicy: Delete
-    DeletionPolicy: Delete
-    Properties:
-      FifoQueue: true
-      VisibilityTimeout: 43200
-      MessageRetentionPeriod: 1209600
-      ReceiveMessageWaitTimeSeconds: 10
-  GfeDbLoadQueueUrlParameter:
-    Type: AWS::SSM::Parameter
-    Properties:
-      Type: String
-      Name: !Sub /${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueUrl
-      Description: URL of gfe-db load queue
-      Value: !GetAtt GfeDbLoadQueue.QueueUrl
-  GfeDbLoadQueueArnParameter:
-    Type: AWS::SSM::Parameter
-    Properties:
-      Type: String
-      Name: !Sub /${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueArn
-      Description: ARN of gfe-db load queue
-      Value: !GetAtt GfeDbLoadQueue.Arn
   UpdatePipelineStateMachine:
     Type: AWS::Serverless::StateMachine
     Properties:
@@ -855,7 +818,7 @@ Resources:
         EvaluateQueryResultsFunctionArn: !GetAtt EvaluateQueryResultsFunction.Arn
         LoadReleaseActivityArn: !Ref LoadReleaseActivity
         InvokeLoadScriptFunctionArn: !GetAtt InvokeLoadScriptFunction.Arn
-        GfeDbLoadQueueUrl: !GetAtt GfeDbLoadQueue.QueueUrl
+        GfeDbLoadQueueUrl: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueUrl}}"
       Policies:
         - LambdaInvokePolicy:
             FunctionName: !Ref GetExecutionStateFunction
@@ -878,7 +841,7 @@ Resources:
         - S3ReadPolicy:
             BucketName: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}"
         - SQSSendMessagePolicy:
-            QueueName: !GetAtt GfeDbLoadQueue.QueueName
+            QueueName: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueName}}"
         - Version: "2012-10-17"
           Statement:
             - Effect: Allow

From 10da62695fae130e22b1728c42f25d80c514e8b7 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Wed, 24 Jan 2024 16:57:29 -0800
Subject: [PATCH 281/367] process message from load queue

---
 gfe-db/database/scripts/start_task.sh | 25 ++++++++++++-------------
 gfe-db/database/template.yaml         |  2 +-
 2 files changed, 13 insertions(+), 14 deletions(-)

diff --git a/gfe-db/database/scripts/start_task.sh b/gfe-db/database/scripts/start_task.sh
index 86eabf67..6f9a6200 100644
--- a/gfe-db/database/scripts/start_task.sh
+++ b/gfe-db/database/scripts/start_task.sh
@@ -64,24 +64,27 @@ while true; do
 
     # Poll SQS for new messages
     echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Polling for new messages..."
-    export message=$(aws sqs receive-message \
+    export messages="$(aws sqs receive-message \
         --queue-url "$QUEUE_URL" \
         --region "$AWS_REGION" \
-        --wait-time-seconds 20 \
-        --max-number-of-messages 1 \
-        | jq -r '.Messages[0]')
+        --max-number-of-messages 1)"
 
+    message=$(echo $messages | jq -r '.Messages[0].Body')
+    
     if [[ -z $message ]]; then
         echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - No messages found"
         break
     else
         echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Message found"
 
-        export task_token=$(echo "$message | jq -r '.Body.TaskToken'")
-        export task_input=$(echo "$message | jq -r '.Body.Input'")
+        export task_input="$(echo "$message" | jq -r '.Input')"
+        export task_token="$(echo "$message" | jq -r '.TaskToken')"
 
-        echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - task_token=$task_token"
         echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - task_input=$task_input"
+        echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - task_token=$task_token"
+
+        # TODO handle success or failure for sqs task
+        # Failure: change message visibility to 0
 
         # Check for release argument
         release=$(echo $task_input | jq -r '.version')
@@ -97,13 +100,9 @@ while true; do
             echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Loading release version $release for commit $(echo $task_input | jq -r '.commit_sha')"
         fi
 
-        # export HEARTBEAT_INTERVAL=30
-        # bash send_heartbeat.sh &
-        # send_heartbeat_pid=$!
-
         # Run task - invoke load script 
         # TODO get s3 path from step functions payload
-        bash load_db.sh $RELEASE
+        bash load_db.sh $release
         TASK_EXIT_STATUS=$?
         echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Task exit status: $TASK_EXIT_STATUS"
 
@@ -118,7 +117,7 @@ while true; do
         else
             status="SUCCESS"
             send_result
-            kill $send_heartbeat_pid
+            kill 0
         fi
     fi
 done
diff --git a/gfe-db/database/template.yaml b/gfe-db/database/template.yaml
index 6a02f76d..e09d0695 100644
--- a/gfe-db/database/template.yaml
+++ b/gfe-db/database/template.yaml
@@ -592,7 +592,7 @@ Resources:
           setUserPermissions:
             type: "String"
             description: "Deletes ETag files created by SSM Agent and set user permissions."
-            default: 'rm *.etag && find . \( -name "*.sh" -o -name "Makefile" -o -name "init" \) -exec chown ubuntu {} \; && find . \( -name "*.sh" -o -name "Makefile" -o -name "init" \) -exec chgrp ubuntu {} \;'
+            default: 'rm *.etag || true && find . \( -name "*.sh" -o -name "Makefile" -o -name "init" \) -exec chown ubuntu {} \; && find . \( -name "*.sh" -o -name "Makefile" -o -name "init" \) -exec chgrp ubuntu {} \;'
           workingDirectory:
             type: "String"
             description: "Working directory"

From 3e8b8962b96797b92ce6b6e335974fadb84783e8 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 25 Jan 2024 08:31:36 -0800
Subject: [PATCH 282/367] fix and refactor DatabaseSyncScripts SSM document

---
 gfe-db/database/template.yaml | 15 ++++++++++-----
 gfe-db/pipeline/template.yaml |  1 +
 2 files changed, 11 insertions(+), 5 deletions(-)

diff --git a/gfe-db/database/template.yaml b/gfe-db/database/template.yaml
index e09d0695..2278e4c9 100644
--- a/gfe-db/database/template.yaml
+++ b/gfe-db/database/template.yaml
@@ -584,15 +584,19 @@ Resources:
             type: "StringMap"
             description: !Sub "Downloads all files under the ${AppName} scripts prefix"
             default:
-              path: !Sub 'https://{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}.s3.amazonaws.com/config/scripts/'
+              path: !Sub 'https://{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}.s3.amazonaws.com/${ConfigS3Path}/${ServiceName}/scripts/'
           copyCypherScripts:
             type: "String"
             description: "Copies Cypher scripts to the database"
             default: 'make neo4j.init.download-scripts'
           setUserPermissions:
             type: "String"
-            description: "Deletes ETag files created by SSM Agent and set user permissions."
-            default: 'rm *.etag || true && find . \( -name "*.sh" -o -name "Makefile" -o -name "init" \) -exec chown ubuntu {} \; && find . \( -name "*.sh" -o -name "Makefile" -o -name "init" \) -exec chgrp ubuntu {} \;'
+            description: "Set user permissions."
+            default: 'find . \( -name "*.sh" -o -name "Makefile" -o -name "init" \) -exec chown ubuntu {} \; && find . \( -name "*.sh" -o -name "Makefile" -o -name "init" \) -exec chgrp ubuntu {} \;'
+          cleanUp:
+            type: "String"
+            description: "Deletes ETag files created by SSM Agent."
+            default: 'rm *.etag /dev/null 2>&1'
           workingDirectory:
             type: "String"
             description: "Working directory"
@@ -615,8 +619,9 @@ Resources:
                 - ""
                 - "directory=$(pwd)"
                 - "export PATH=$PATH:$directory"
-                - "cd {{ workingDirectory }} && {{ copyCypherScripts }}"
-                - " {{ setUserPermissions }} " 
+                - "{{ copyCypherScripts }}"
+                - "{{ setUserPermissions }}" 
+                - "{{ cleanUp }}"
                 - ""
               workingDirectory: "{{ workingDirectory }}"
               timeoutSeconds: "{{ executionTimeout }}"
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 1839eb4b..ef600933 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -1114,6 +1114,7 @@ Resources:
       Dimensions:
         - Name: ServiceIntegrationResourceArn
           Value: !Sub arn:aws:states:${AWS::Region}:${AWS::AccountId}:batch:submitJob.sync
+  # TODO move to database stack
   Neo4jLoadQueryDocument:
     Type: AWS::SSM::Document
     Properties:

From ae7461d22effd88dfd3073779038530b7c5c51e8 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 25 Jan 2024 08:33:55 -0800
Subject: [PATCH 283/367] refactor task heartbeat logic

---
 gfe-db/database/scripts/send_heartbeat.sh | 10 ++++++----
 gfe-db/database/scripts/start_task.sh     | 19 ++++++++++++++++---
 2 files changed, 22 insertions(+), 7 deletions(-)

diff --git a/gfe-db/database/scripts/send_heartbeat.sh b/gfe-db/database/scripts/send_heartbeat.sh
index 6723de4f..3d191400 100644
--- a/gfe-db/database/scripts/send_heartbeat.sh
+++ b/gfe-db/database/scripts/send_heartbeat.sh
@@ -2,23 +2,25 @@
 
 # This script sends heartbeats back to the StepFunctions API during the task execution.
 
-set -e
+set -eux
+
+task_token=$1
 
 while true
 do
     echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Sending task heartbeat"
     res=$(aws stepfunctions send-task-heartbeat \
-        --task-token "$TASK_TOKEN" \
+        --task-token "$task_token" \
         --region $AWS_REGION)
+    exit_code=$?
 
     # TODO exit if StepFunctions returns activity timeout
     echo $res | jq -r
 
     # Send TaskSuccess token to StepFunctions
-    if [[ $? != "0" ]]; then
+    if [[ $exit_code != "0" ]]; then
         exit 1
     fi
 
-
     sleep $HEARTBEAT_INTERVAL
 done
diff --git a/gfe-db/database/scripts/start_task.sh b/gfe-db/database/scripts/start_task.sh
index 6f9a6200..6f32f0e8 100644
--- a/gfe-db/database/scripts/start_task.sh
+++ b/gfe-db/database/scripts/start_task.sh
@@ -7,6 +7,7 @@ set -e
 APP_NAME=$1
 STAGE=$2
 ERR_MSG=null
+status=""
 
 if [[ -z $APP_NAME ]]; then
     ERR_MSG="APP_NAME environment variable not set"
@@ -37,6 +38,16 @@ if [[ -z $QUEUE_URL ]]; then
     exit 1
 fi
 
+# # Change message visibility to 0 for failures
+# function reset_msg_visibility {
+#     echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Resetting message visibility"
+#     aws sqs change-message-visibility \
+#         --queue-url "$QUEUE_URL" \
+#         --receipt-handle "$receipt_handle" \
+#         --visibility-timeout 0 \
+#         --region "$AWS_REGION"
+# }
+
 # Send task failure if script errors
 send_result () {
     if [[ $status = "SUCCESS" ]]; then
@@ -79,13 +90,11 @@ while true; do
 
         export task_input="$(echo "$message" | jq -r '.Input')"
         export task_token="$(echo "$message" | jq -r '.TaskToken')"
+        export receipt_handle="$(echo "$message" | jq -r '.ReceiptHandle')"
 
         echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - task_input=$task_input"
         echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - task_token=$task_token"
 
-        # TODO handle success or failure for sqs task
-        # Failure: change message visibility to 0
-
         # Check for release argument
         release=$(echo $task_input | jq -r '.version')
         if [[ -z $task_input || "$task_input" == "" ]]; then
@@ -100,6 +109,10 @@ while true; do
             echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Loading release version $release for commit $(echo $task_input | jq -r '.commit_sha')"
         fi
 
+        export HEARTBEAT_INTERVAL=30
+        bash send_heartbeat.sh "$task_token" &
+        send_heartbeat_pid=$!
+
         # Run task - invoke load script 
         # TODO get s3 path from step functions payload
         bash load_db.sh $release

From 81a1c957f60630dfae97e0527914acd2b161a006 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 25 Jan 2024 08:34:59 -0800
Subject: [PATCH 284/367] rebuild pipeline state

---
 gfe-db/pipeline/config/execution-state.json | 1128 +++++++++----------
 gfe-db/pipeline/config/source-config.json   |    4 +-
 2 files changed, 566 insertions(+), 566 deletions(-)

diff --git a/gfe-db/pipeline/config/execution-state.json b/gfe-db/pipeline/config/execution-state.json
index d35be90f..9d91b25f 100644
--- a/gfe-db/pipeline/config/execution-state.json
+++ b/gfe-db/pipeline/config/execution-state.json
@@ -1,8 +1,8 @@
 {
-    "created_utc": "2024-01-19T20:49:24.760Z",
+    "created_utc": "2024-01-24T21:15:59.722Z",
     "items": [
         {
-            "created_utc": "2024-01-19T20:49:24.760Z",
+            "created_utc": "2024-01-24T21:15:59.722Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -20,7 +20,7 @@
             }
         },
         {
-            "created_utc": "2024-01-19T20:49:24.760Z",
+            "created_utc": "2024-01-24T21:15:59.722Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -38,7 +38,7 @@
             }
         },
         {
-            "created_utc": "2024-01-19T20:49:24.760Z",
+            "created_utc": "2024-01-24T21:15:59.722Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -56,7 +56,7 @@
             }
         },
         {
-            "created_utc": "2024-01-19T20:49:24.760Z",
+            "created_utc": "2024-01-24T21:15:59.722Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -74,7 +74,7 @@
             }
         },
         {
-            "created_utc": "2024-01-19T20:49:24.760Z",
+            "created_utc": "2024-01-24T21:15:59.722Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -92,7 +92,7 @@
             }
         },
         {
-            "created_utc": "2024-01-19T20:49:24.760Z",
+            "created_utc": "2024-01-24T21:15:59.722Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -110,7 +110,7 @@
             }
         },
         {
-            "created_utc": "2024-01-19T20:49:24.760Z",
+            "created_utc": "2024-01-24T21:15:59.722Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -128,7 +128,7 @@
             }
         },
         {
-            "created_utc": "2024-01-19T20:49:24.760Z",
+            "created_utc": "2024-01-24T21:15:59.722Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -146,7 +146,7 @@
             }
         },
         {
-            "created_utc": "2024-01-19T20:49:24.760Z",
+            "created_utc": "2024-01-24T21:15:59.722Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -164,7 +164,7 @@
             }
         },
         {
-            "created_utc": "2024-01-19T20:49:24.760Z",
+            "created_utc": "2024-01-24T21:15:59.722Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -182,7 +182,7 @@
             }
         },
         {
-            "created_utc": "2024-01-19T20:49:24.760Z",
+            "created_utc": "2024-01-24T21:15:59.722Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -200,7 +200,7 @@
             }
         },
         {
-            "created_utc": "2024-01-19T20:49:24.760Z",
+            "created_utc": "2024-01-24T21:15:59.722Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -218,7 +218,7 @@
             }
         },
         {
-            "created_utc": "2024-01-19T20:49:24.760Z",
+            "created_utc": "2024-01-24T21:15:59.722Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -236,7 +236,7 @@
             }
         },
         {
-            "created_utc": "2024-01-19T20:49:24.760Z",
+            "created_utc": "2024-01-24T21:15:59.722Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -254,7 +254,7 @@
             }
         },
         {
-            "created_utc": "2024-01-19T20:49:24.760Z",
+            "created_utc": "2024-01-24T21:15:59.722Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -272,7 +272,7 @@
             }
         },
         {
-            "created_utc": "2024-01-19T20:49:24.760Z",
+            "created_utc": "2024-01-24T21:15:59.722Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -290,7 +290,7 @@
             }
         },
         {
-            "created_utc": "2024-01-19T20:49:24.760Z",
+            "created_utc": "2024-01-24T21:15:59.722Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -308,7 +308,7 @@
             }
         },
         {
-            "created_utc": "2024-01-19T20:49:24.760Z",
+            "created_utc": "2024-01-24T21:15:59.722Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -326,7 +326,7 @@
             }
         },
         {
-            "created_utc": "2024-01-19T20:49:24.760Z",
+            "created_utc": "2024-01-24T21:15:59.722Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -344,7 +344,7 @@
             }
         },
         {
-            "created_utc": "2024-01-19T20:49:24.760Z",
+            "created_utc": "2024-01-24T21:15:59.722Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -362,7 +362,7 @@
             }
         },
         {
-            "created_utc": "2024-01-19T20:49:24.760Z",
+            "created_utc": "2024-01-24T21:15:59.722Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -380,7 +380,7 @@
             }
         },
         {
-            "created_utc": "2024-01-19T20:49:24.760Z",
+            "created_utc": "2024-01-24T21:15:59.722Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -398,7 +398,7 @@
             }
         },
         {
-            "created_utc": "2024-01-19T20:49:24.760Z",
+            "created_utc": "2024-01-24T21:15:59.722Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -416,7 +416,7 @@
             }
         },
         {
-            "created_utc": "2024-01-19T20:49:24.760Z",
+            "created_utc": "2024-01-24T21:15:59.722Z",
             "repository": {
                 "owner": "ANHIG",
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         },
         {
-            "created_utc": "2024-01-19T20:49:24.760Z",
+            "created_utc": "2024-01-24T21:15:59.722Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9902,7 +9902,7 @@
             }
         },
         {
-            "created_utc": "2024-01-19T20:49:24.760Z",
+            "created_utc": "2024-01-24T21:15:59.722Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9920,7 +9920,7 @@
             }
         },
         {
-            "created_utc": "2024-01-19T20:49:24.760Z",
+            "created_utc": "2024-01-24T21:15:59.722Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9938,7 +9938,7 @@
             }
         },
         {
-            "created_utc": "2024-01-19T20:49:24.760Z",
+            "created_utc": "2024-01-24T21:15:59.722Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9956,7 +9956,7 @@
             }
         },
         {
-            "created_utc": "2024-01-19T20:49:24.760Z",
+            "created_utc": "2024-01-24T21:15:59.722Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9974,7 +9974,7 @@
             }
         },
         {
-            "created_utc": "2024-01-19T20:49:24.760Z",
+            "created_utc": "2024-01-24T21:15:59.722Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9992,7 +9992,7 @@
             }
         },
         {
-            "created_utc": "2024-01-19T20:49:24.760Z",
+            "created_utc": "2024-01-24T21:15:59.722Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10010,7 +10010,7 @@
             }
         },
         {
-            "created_utc": "2024-01-19T20:49:24.760Z",
+            "created_utc": "2024-01-24T21:15:59.722Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10028,7 +10028,7 @@
             }
         },
         {
-            "created_utc": "2024-01-19T20:49:24.760Z",
+            "created_utc": "2024-01-24T21:15:59.722Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10046,7 +10046,7 @@
             }
         },
         {
-            "created_utc": "2024-01-19T20:49:24.760Z",
+            "created_utc": "2024-01-24T21:15:59.722Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10064,7 +10064,7 @@
             }
         },
         {
-            "created_utc": "2024-01-19T20:49:24.760Z",
+            "created_utc": "2024-01-24T21:15:59.722Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10082,7 +10082,7 @@
             }
         },
         {
-            "created_utc": "2024-01-19T20:49:24.760Z",
+            "created_utc": "2024-01-24T21:15:59.722Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10100,7 +10100,7 @@
             }
         },
         {
-            "created_utc": "2024-01-19T20:49:24.760Z",
+            "created_utc": "2024-01-24T21:15:59.722Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10118,7 +10118,7 @@
             }
         },
         {
-            "created_utc": "2024-01-19T20:49:24.760Z",
+            "created_utc": "2024-01-24T21:15:59.722Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
diff --git a/gfe-db/pipeline/config/source-config.json b/gfe-db/pipeline/config/source-config.json
index 041cd0ee..758a1646 100644
--- a/gfe-db/pipeline/config/source-config.json
+++ b/gfe-db/pipeline/config/source-config.json
@@ -1,6 +1,6 @@
 {
-    "created_utc": "2024-01-19T20:49:24.760Z",
-    "updated_utc": "2024-01-19T20:49:24.760Z",
+    "created_utc": "2024-01-24T21:15:59.722Z",
+    "updated_utc": "2024-01-24T21:15:59.722Z",
     "repositories": {
         "ANHIG/IMGTHLA": {
             "owner": "ANHIG",

From b828340e0f204c7d7e540dfa018e63b730f0dcce Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 25 Jan 2024 10:52:31 -0800
Subject: [PATCH 285/367] format pipeline execution results JSON for email
 notifications

---
 .../pipeline/functions/format_results/app.py  | 112 +++++++
 .../functions/format_results/error.json       | 314 +++++++++++++++++
 .../functions/format_results/event.json       | 316 ++++++++++++++++++
 .../functions/format_results/requirements.txt |   0
 .../gfe_db_models/gfedbmodels/utils.py        |   2 +-
 gfe-db/pipeline/scripts/state/build.py        |   2 +-
 .../statemachines/update-pipeline.asl.json    |  16 +-
 gfe-db/pipeline/template.yaml                 |  22 +-
 8 files changed, 776 insertions(+), 8 deletions(-)
 create mode 100644 gfe-db/pipeline/functions/format_results/app.py
 create mode 100644 gfe-db/pipeline/functions/format_results/error.json
 create mode 100644 gfe-db/pipeline/functions/format_results/event.json
 create mode 100644 gfe-db/pipeline/functions/format_results/requirements.txt

diff --git a/gfe-db/pipeline/functions/format_results/app.py b/gfe-db/pipeline/functions/format_results/app.py
new file mode 100644
index 00000000..6bbf6436
--- /dev/null
+++ b/gfe-db/pipeline/functions/format_results/app.py
@@ -0,0 +1,112 @@
+import os
+import logging
+import json
+
+logger = logging.getLogger()
+logger.setLevel(logging.INFO)
+
+AWS_REGION = os.environ["AWS_REGION"]
+STAGE = os.environ["STAGE"]
+APP_NAME = os.environ["APP_NAME"]
+
+# Template for the report
+report_template = """
+{title}
+-------
+
+Execution ID: {execution_id}
+Execution Status: {execution_status}
+Execution Date: {execution_date} UTC
+
+Commit Details: {commit_sha} - {commit_message} ({commit_url})
+
+Data Load Summary:
+- New Node Counts Added: {new_node_counts}
+- Unique Release Version Added: {unique_release_version}
+
+Data Files Processed:
+{data_files_info}
+
+Data Integrity Checks:
+- CSV File Validations: All passed
+- Node Counts Increase Check: {node_counts_check}
+- Unique Release Count Increment Check: {release_count_check}
+
+Backup Details:
+- Pre-Execution Backup: Command ID {pre_execution_backup}
+- Post-Execution Backup: Command ID {post_execution_backup}
+
+"""
+
+def lambda_handler(event, context):
+
+    logger.info(json.dumps(event))
+    data = event
+
+    # Set the title
+    title = f"{STAGE}-{APP_NAME} Pipeline Execution Report"
+    title_underline = "-" * len(title)
+
+    # Extract required information from JSON
+    execution_status = data['state']['execution']['status']
+    execution_id = data['state']['execution']['id']
+    execution_date = data['state']['updated_utc']
+    commit_sha = data['state']['commit']['sha']
+    commit_url = data['state']['commit']['html_url']
+    commit_message = data['state']['commit']['message'].replace("\n", " ")
+
+    # These fields are not present when duplicate executions are run (same release, commit sha and/or limit)
+    if 'have_node_counts_increased' in data['validations']['load_results']:
+        new_node_counts = data['validations']['load_results']['have_node_counts_increased']['details']['node_counts_post_load']
+        node_counts_check = "Passed" if data['validations']['load_results']['have_node_counts_increased']['value'] else "Failed"
+    else:
+        new_node_counts = "N/A"
+        node_counts_check = "N/A"
+
+    if 'has_unique_release_count_increased_by_1' in data['validations']['load_results']:
+        unique_release_version = data['validations']['load_results']['has_unique_release_count_increased_by_1']['details']['num_unique_releases_in_db_post_load']
+        release_count_check = "Passed" if data['validations']['load_results']['has_unique_release_count_increased_by_1']['value'] else "Failed"
+    else:
+        unique_release_version = "N/A"
+        release_count_check = "N/A"
+    
+    data_files_info = format_data_files(data['validations']['build_outputs']['details'])
+
+    pre_execution_backup = data['backups']['pre']['command_id']
+    post_execution_backup = data['backups']['post']['command_id']
+
+    # Create the report
+    report = report_template.format(
+        title=title,
+        title_underline=title_underline,
+        execution_status=execution_status,
+        execution_id=execution_id,
+        execution_date=execution_date,
+        commit_sha=commit_sha,
+        commit_url=commit_url,
+        commit_message=commit_message,
+        new_node_counts=new_node_counts,
+        unique_release_version=unique_release_version,
+        data_files_info=data_files_info,
+        node_counts_check=node_counts_check,
+        release_count_check=release_count_check,
+        pre_execution_backup=pre_execution_backup,
+        post_execution_backup=post_execution_backup
+    )
+
+    return report
+
+
+# Function to process data files information
+def format_data_files(data_files):
+    file_info = ""
+    for file in data_files:
+        file_info += f"- `{file['schema']}` - {file['num_rows']} rows\n"
+    return file_info
+
+if __name__ == "__main__":
+    from pathlib import Path
+
+    event = json.loads((Path(__file__).parent / "error.json").read_text())
+
+    lambda_handler(event,"")
diff --git a/gfe-db/pipeline/functions/format_results/error.json b/gfe-db/pipeline/functions/format_results/error.json
new file mode 100644
index 00000000..7799168c
--- /dev/null
+++ b/gfe-db/pipeline/functions/format_results/error.json
@@ -0,0 +1,314 @@
+{
+    "input": {
+      "id": "3550_df6ba6f80a2c5f999590f06fced6c4c4ff56b89d_20240125_182342",
+      "version": 3550,
+      "invocation_id": "8575add5-e17c-4fc0-8d59-834cd3bd07b0",
+      "commit_sha": "df6ba6f80a2c5f999590f06fced6c4c4ff56b89d",
+      "input_parameters": {
+        "align": false,
+        "kir": false,
+        "mem_profile": false,
+        "limit": 1000,
+        "use_existing_build": true,
+        "skip_load": false
+      },
+      "s3_path": "s3://nmdpf-gfe-db-810526023897-us-east-1/data/3550",
+      "receipt_handle": "AQEBiQ3cZ39digrHIjqrjcV9vQW5W1AHkv9A8ygCt2IR8FjXbzZQiqvCiTnoQf9mh6dW0mdEVNLq7WkVtsk+piWQe6cdaRXA9+RtqKhvFDCYSpQ+z7OCTfkYXwsT6fB/DxB5XQMXuSLjNVhnI9X/U017u9bY+mUm4EQCC8tzSrGF9i2pE0jV44MjddjmnuLoun8rS+WWqSD8F/tAtmLSUxDrSvCKSJKuqNQbpY5sH+TbsMBnHbMCBSAL0Is1FH5VuQx7AC+fHHtm8NRWGhMSonEyw9fvaAiIz7IuvQUZEn9rL9rH1f+zSYXaDrc+RMn9Dr5yofhl3tF4UHwC6A1BcmCKVKpetYFugQuTOosw2wzGdvANh5p4S8P0ilZgCH1mZyIEHHErOk3ohSxMLbTsDAb579a/XA6HEqz/U1K/Bq32lIqEsLllmoO9ufHKkNF7+rxP"
+    },
+    "validations": {
+      "queries": {
+        "pre": {
+          "node_counts": [
+            {
+              "node": "GFE",
+              "count": 1000
+            },
+            {
+              "node": "IPD_Accession",
+              "count": 1000
+            },
+            {
+              "node": "IPD_Allele",
+              "count": 1000
+            },
+            {
+              "node": "Sequence",
+              "count": 1000
+            },
+            {
+              "node": "Feature",
+              "count": 1092
+            },
+            {
+              "node": "Submitter",
+              "count": 1
+            }
+          ],
+          "has_ipd_allele_release_counts": [
+            {
+              "release_version": 3550,
+              "count": 1000
+            }
+          ],
+          "ipd_accession_release_counts": [
+            {
+              "release_version": "3.55.0",
+              "count": 1000
+            }
+          ]
+        },
+        "post": {
+          "node_counts": [
+            {
+              "node": "GFE",
+              "count": 1000
+            },
+            {
+              "node": "IPD_Accession",
+              "count": 1000
+            },
+            {
+              "node": "IPD_Allele",
+              "count": 1000
+            },
+            {
+              "node": "Sequence",
+              "count": 1000
+            },
+            {
+              "node": "Feature",
+              "count": 1092
+            },
+            {
+              "node": "Submitter",
+              "count": 1
+            }
+          ],
+          "has_ipd_allele_release_counts": [
+            {
+              "release_version": 3550,
+              "count": 1000
+            }
+          ],
+          "ipd_accession_release_counts": [
+            {
+              "release_version": "3.55.0",
+              "count": 1000
+            }
+          ]
+        }
+      },
+      "check_existing_build": {
+        "Contents": [
+          {
+            "ETag": "\"02a4756ba462e482c4db31c0fdb9170c\"",
+            "Key": "data/3550/csv/all_cds.3550.csv",
+            "LastModified": "2024-01-25T17:27:53Z",
+            "Owner": {
+              "DisplayName": "gclindsey+awstesting",
+              "Id": "c7bf5cd354a38116b91f478b895cf40889f01091a7d26941d8a367727278b611"
+            },
+            "Size": 1399196,
+            "StorageClass": "STANDARD"
+          },
+          {
+            "ETag": "\"e7e7a74b3dfc3504e61cac5c1489b4d8\"",
+            "Key": "data/3550/csv/all_features.3550.csv",
+            "LastModified": "2024-01-25T17:27:53Z",
+            "Owner": {
+              "DisplayName": "gclindsey+awstesting",
+              "Id": "c7bf5cd354a38116b91f478b895cf40889f01091a7d26941d8a367727278b611"
+            },
+            "Size": 3810345,
+            "StorageClass": "STANDARD"
+          },
+          {
+            "ETag": "\"7c2d7c40a3a06cb7cd790f7d0db7983b\"",
+            "Key": "data/3550/csv/all_groups.3550.csv",
+            "LastModified": "2024-01-25T17:27:53Z",
+            "Owner": {
+              "DisplayName": "gclindsey+awstesting",
+              "Id": "c7bf5cd354a38116b91f478b895cf40889f01091a7d26941d8a367727278b611"
+            },
+            "Size": 293142,
+            "StorageClass": "STANDARD"
+          },
+          {
+            "ETag": "\"ebf679c17761b3e5bc73734a68e0952d\"",
+            "Key": "data/3550/csv/gfe_sequences.3550.csv",
+            "LastModified": "2024-01-25T17:27:53Z",
+            "Owner": {
+              "DisplayName": "gclindsey+awstesting",
+              "Id": "c7bf5cd354a38116b91f478b895cf40889f01091a7d26941d8a367727278b611"
+            },
+            "Size": 2582950,
+            "StorageClass": "STANDARD"
+          }
+        ],
+        "IsTruncated": false,
+        "Marker": "",
+        "MaxKeys": 1000,
+        "Name": "nmdpf-gfe-db-810526023897-us-east-1",
+        "Prefix": "data/3550/csv/"
+      },
+      "build_outputs": {
+        "release_version": 3550,
+        "details": [
+          {
+            "schema": "all_cds",
+            "release": 3550,
+            "file_path": "s3://nmdpf-gfe-db-810526023897-us-east-1/data/3550/csv/all_cds.3550.csv",
+            "cols": [
+              "gfe_name",
+              "bp_seq_id",
+              "bp_sequence",
+              "aa_seq_id",
+              "aa_sequence"
+            ],
+            "num_rows": 1000,
+            "created_utc": "2024-01-25T17:27:53.000Z",
+            "details": {
+              "is_valid_csv_filename": true,
+              "is_valid_csv_header": true,
+              "is_valid_csv_rows": true
+            },
+            "num_errors": 0,
+            "is_valid_csv": true
+          },
+          {
+            "schema": "all_features",
+            "release": 3550,
+            "file_path": "s3://nmdpf-gfe-db-810526023897-us-east-1/data/3550/csv/all_features.3550.csv",
+            "cols": [
+              "accession",
+              "hash_code",
+              "locus",
+              "rank",
+              "sequence",
+              "term",
+              "gfe_name",
+              "allele_id",
+              "hla_name",
+              "imgt_release"
+            ],
+            "num_rows": 12979,
+            "created_utc": "2024-01-25T17:27:53.000Z",
+            "details": {
+              "is_valid_csv_filename": true,
+              "is_valid_csv_header": true,
+              "is_valid_csv_rows": true
+            },
+            "num_errors": 0,
+            "is_valid_csv": true
+          },
+          {
+            "schema": "all_groups",
+            "release": 3550,
+            "file_path": "s3://nmdpf-gfe-db-810526023897-us-east-1/data/3550/csv/all_groups.3550.csv",
+            "cols": [
+              "gfe_name",
+              "allele_id",
+              "hla_name",
+              "ard_id",
+              "ard_name",
+              "locus",
+              "imgt_release"
+            ],
+            "num_rows": 3000,
+            "created_utc": "2024-01-25T17:27:53.000Z",
+            "details": {
+              "is_valid_csv_filename": true,
+              "is_valid_csv_header": true,
+              "is_valid_csv_rows": true
+            },
+            "num_errors": 0,
+            "is_valid_csv": true
+          },
+          {
+            "schema": "gfe_sequences",
+            "release": 3550,
+            "file_path": "s3://nmdpf-gfe-db-810526023897-us-east-1/data/3550/csv/gfe_sequences.3550.csv",
+            "cols": [
+              "gfe_name",
+              "acc_name",
+              "locus",
+              "hla_name",
+              "seq_id",
+              "sequence",
+              "length",
+              "imgt_release"
+            ],
+            "num_rows": 1000,
+            "created_utc": "2024-01-25T17:27:53.000Z",
+            "details": {
+              "is_valid_csv_filename": true,
+              "is_valid_csv_header": true,
+              "is_valid_csv_rows": true
+            },
+            "num_errors": 0,
+            "is_valid_csv": true
+          }
+        ],
+        "errors": [],
+        "expected_artifacts": [
+          "all_cds.3550.csv",
+          "all_features.3550.csv",
+          "all_groups.3550.csv",
+          "gfe_sequences.3550.csv"
+        ],
+        "is_valid_build": true
+      },
+      "load_results": {
+        "is_load_successful": {
+          "value": true,
+          "details": {
+            "unique_releases_in_db_pre_load": [
+              3550
+            ],
+            "unique_releases_in_db_post_load": [
+              3550
+            ]
+          }
+        }
+      }
+    },
+    "backups": {
+      "pre": {
+        "document_name": "nmdpf-gfe-db-database-Neo4jBackupDocument-2YWbsH03BpED",
+        "command_id": "519eae4b-85ec-4c92-ac88-e9d92297f690"
+      },
+      "post": {
+        "document_name": "nmdpf-gfe-db-database-Neo4jBackupDocument-2YWbsH03BpED",
+        "command_id": "8624a3b7-cdae-45b8-8e01-32bd53ccfccc"
+      }
+    },
+    "state": {
+      "created_utc": "2024-01-25T17:24:09.819Z",
+      "updated_utc": "2024-01-25T18:23:42.308Z",
+      "repository": {
+        "owner": "ANHIG",
+        "name": "IMGTHLA",
+        "url": "https://github.com/ANHIG/IMGTHLA"
+      },
+      "commit": {
+        "sha": "df6ba6f80a2c5f999590f06fced6c4c4ff56b89d",
+        "date_utc": "2024-01-18T11:06:05.000Z",
+        "message": "Merge pull request #359 from ANHIG/3550\n\nRemoval of empty sequence block in A_prot.txt and MICA_prot.txt",
+        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/df6ba6f80a2c5f999590f06fced6c4c4ff56b89d"
+      },
+      "execution": {
+        "id": "3550_df6ba6f80a2c5f999590f06fced6c4c4ff56b89d_20240125_182342",
+        "invocation_id": "8575add5-e17c-4fc0-8d59-834cd3bd07b0",
+        "version": 3550,
+        "status": "LOAD_SUCCESS",
+        "input_parameters": {
+          "align": false,
+          "kir": false,
+          "mem_profile": false,
+          "limit": 1000,
+          "use_existing_build": false,
+          "skip_load": false
+        }
+      }
+    }
+  }
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/format_results/event.json b/gfe-db/pipeline/functions/format_results/event.json
new file mode 100644
index 00000000..7db1b2db
--- /dev/null
+++ b/gfe-db/pipeline/functions/format_results/event.json
@@ -0,0 +1,316 @@
+{
+    "input": {
+        "id": "3550_df6ba6f80a2c5f999590f06fced6c4c4ff56b89d_20240125_004900",
+        "version": 3550,
+        "invocation_id": "f8f9f11f-0cd9-4534-aae0-1f8dfb5e3a93",
+        "commit_sha": "df6ba6f80a2c5f999590f06fced6c4c4ff56b89d",
+        "input_parameters": {
+            "align": false,
+            "kir": false,
+            "mem_profile": false,
+            "limit": 1000,
+            "use_existing_build": true,
+            "skip_load": false
+        },
+        "s3_path": "s3://nmdpf-gfe-db-810526023897-us-east-1/data/3550",
+        "receipt_handle": "AQEBryg9b59RKrfiGDnX2ModzQ8bXRd1Br05EBWUYmZ5jWh8jVI2ZjBkTeJtkUZwrqdQsgvl2M/hQqXQBP2Zw7FEVpRHvHvE7g1NbJH78lzgAuW01Nee+3pBAkqKVP9HZWScMPZuKqaO49Ow8LEkD84mv/qoR+TpbneWnT8y2QrYOjAzWha81ciNk2eDOo55lyCPMeRGRFolZTgPAZw5UHJ3hq5Jvwto0QMgDesD5aHYXugZaaG5+prwmtWDRLZRnFpW1PsZOkuEu9c28g6NG7+7s8NwLZ9Fp2imvjEGfDz4dnn5y2ee+qMmoCjfCOFGrSUjotDaAcJQCybEvPLHbsUmvEfOubcJJBUr/MURLazWddVHuCtvnKATJX7e0uZiDocXrjopNep36tdn/0Uhike9uKVqbW7qHE/M1nlqHfZeCmSoK4jw44YUVDqnSBy2wDvl"
+    },
+    "validations": {
+        "queries": {
+            "pre": {
+                "node_counts": [
+                    {
+                        "node": "GFE",
+                        "count": 0
+                    },
+                    {
+                        "node": "IPD_Accession",
+                        "count": 0
+                    },
+                    {
+                        "node": "IPD_Allele",
+                        "count": 0
+                    },
+                    {
+                        "node": "Sequence",
+                        "count": 0
+                    },
+                    {
+                        "node": "Feature",
+                        "count": 0
+                    },
+                    {
+                        "node": "Submitter",
+                        "count": 0
+                    }
+                ],
+                "has_ipd_allele_release_counts": [],
+                "ipd_accession_release_counts": []
+            },
+            "post": {
+                "node_counts": [
+                    {
+                        "node": "GFE",
+                        "count": 1000
+                    },
+                    {
+                        "node": "IPD_Accession",
+                        "count": 1000
+                    },
+                    {
+                        "node": "IPD_Allele",
+                        "count": 1000
+                    },
+                    {
+                        "node": "Sequence",
+                        "count": 1000
+                    },
+                    {
+                        "node": "Feature",
+                        "count": 1059
+                    },
+                    {
+                        "node": "Submitter",
+                        "count": 1
+                    }
+                ],
+                "has_ipd_allele_release_counts": [
+                    {
+                        "release_version": 3550,
+                        "count": 1000
+                    }
+                ],
+                "ipd_accession_release_counts": [
+                    {
+                        "release_version": "3.55.0",
+                        "count": 1000
+                    }
+                ]
+            }
+        },
+        "check_existing_build": {
+            "Contents": [
+                {
+                    "ETag": "\"02a4756ba462e482c4db31c0fdb9170c\"",
+                    "Key": "data/3550/csv/all_cds.3550.csv",
+                    "LastModified": "2024-01-24T21:22:47Z",
+                    "Owner": {
+                        "DisplayName": "gclindsey+awstesting",
+                        "Id": "c7bf5cd354a38116b91f478b895cf40889f01091a7d26941d8a367727278b611"
+                    },
+                    "Size": 1399196,
+                    "StorageClass": "STANDARD"
+                },
+                {
+                    "ETag": "\"e7e7a74b3dfc3504e61cac5c1489b4d8\"",
+                    "Key": "data/3550/csv/all_features.3550.csv",
+                    "LastModified": "2024-01-24T21:22:47Z",
+                    "Owner": {
+                        "DisplayName": "gclindsey+awstesting",
+                        "Id": "c7bf5cd354a38116b91f478b895cf40889f01091a7d26941d8a367727278b611"
+                    },
+                    "Size": 3810345,
+                    "StorageClass": "STANDARD"
+                },
+                {
+                    "ETag": "\"7c2d7c40a3a06cb7cd790f7d0db7983b\"",
+                    "Key": "data/3550/csv/all_groups.3550.csv",
+                    "LastModified": "2024-01-24T21:22:47Z",
+                    "Owner": {
+                        "DisplayName": "gclindsey+awstesting",
+                        "Id": "c7bf5cd354a38116b91f478b895cf40889f01091a7d26941d8a367727278b611"
+                    },
+                    "Size": 293142,
+                    "StorageClass": "STANDARD"
+                },
+                {
+                    "ETag": "\"ebf679c17761b3e5bc73734a68e0952d\"",
+                    "Key": "data/3550/csv/gfe_sequences.3550.csv",
+                    "LastModified": "2024-01-24T21:22:47Z",
+                    "Owner": {
+                        "DisplayName": "gclindsey+awstesting",
+                        "Id": "c7bf5cd354a38116b91f478b895cf40889f01091a7d26941d8a367727278b611"
+                    },
+                    "Size": 2582950,
+                    "StorageClass": "STANDARD"
+                }
+            ],
+            "IsTruncated": false,
+            "Marker": "",
+            "MaxKeys": 1000,
+            "Name": "nmdpf-gfe-db-810526023897-us-east-1",
+            "Prefix": "data/3550/csv/"
+        },
+        "build_outputs": {
+            "release_version": 3550,
+            "details": [
+                {
+                    "schema": "all_cds",
+                    "release": 3550,
+                    "file_path": "s3://nmdpf-gfe-db-810526023897-us-east-1/data/3550/csv/all_cds.3550.csv",
+                    "cols": [
+                        "gfe_name",
+                        "bp_seq_id",
+                        "bp_sequence",
+                        "aa_seq_id",
+                        "aa_sequence"
+                    ],
+                    "num_rows": 1000,
+                    "created_utc": "2024-01-24T21:22:47.000Z",
+                    "details": {
+                        "is_valid_csv_filename": true,
+                        "is_valid_csv_header": true,
+                        "is_valid_csv_rows": true
+                    },
+                    "num_errors": 0,
+                    "is_valid_csv": true
+                },
+                {
+                    "schema": "all_features",
+                    "release": 3550,
+                    "file_path": "s3://nmdpf-gfe-db-810526023897-us-east-1/data/3550/csv/all_features.3550.csv",
+                    "cols": [
+                        "accession",
+                        "hash_code",
+                        "locus",
+                        "rank",
+                        "sequence",
+                        "term",
+                        "gfe_name",
+                        "allele_id",
+                        "hla_name",
+                        "imgt_release"
+                    ],
+                    "num_rows": 12979,
+                    "created_utc": "2024-01-24T21:22:47.000Z",
+                    "details": {
+                        "is_valid_csv_filename": true,
+                        "is_valid_csv_header": true,
+                        "is_valid_csv_rows": true
+                    },
+                    "num_errors": 0,
+                    "is_valid_csv": true
+                },
+                {
+                    "schema": "all_groups",
+                    "release": 3550,
+                    "file_path": "s3://nmdpf-gfe-db-810526023897-us-east-1/data/3550/csv/all_groups.3550.csv",
+                    "cols": [
+                        "gfe_name",
+                        "allele_id",
+                        "hla_name",
+                        "ard_id",
+                        "ard_name",
+                        "locus",
+                        "imgt_release"
+                    ],
+                    "num_rows": 3000,
+                    "created_utc": "2024-01-24T21:22:47.000Z",
+                    "details": {
+                        "is_valid_csv_filename": true,
+                        "is_valid_csv_header": true,
+                        "is_valid_csv_rows": true
+                    },
+                    "num_errors": 0,
+                    "is_valid_csv": true
+                },
+                {
+                    "schema": "gfe_sequences",
+                    "release": 3550,
+                    "file_path": "s3://nmdpf-gfe-db-810526023897-us-east-1/data/3550/csv/gfe_sequences.3550.csv",
+                    "cols": [
+                        "gfe_name",
+                        "acc_name",
+                        "locus",
+                        "hla_name",
+                        "seq_id",
+                        "sequence",
+                        "length",
+                        "imgt_release"
+                    ],
+                    "num_rows": 1000,
+                    "created_utc": "2024-01-24T21:22:47.000Z",
+                    "details": {
+                        "is_valid_csv_filename": true,
+                        "is_valid_csv_header": true,
+                        "is_valid_csv_rows": true
+                    },
+                    "num_errors": 0,
+                    "is_valid_csv": true
+                }
+            ],
+            "errors": [],
+            "expected_artifacts": [
+                "all_cds.3550.csv",
+                "all_features.3550.csv",
+                "all_groups.3550.csv",
+                "gfe_sequences.3550.csv"
+            ],
+            "is_valid_build": true
+        },
+        "load_results": {
+            "is_load_successful": {
+                "value": true,
+                "details": {
+                    "unique_releases_in_db_pre_load": [],
+                    "unique_releases_in_db_post_load": [
+                        3550
+                    ]
+                }
+            },
+            "have_node_counts_increased": {
+                "value": true,
+                "details": {
+                    "node_counts_pre_load": 0,
+                    "node_counts_post_load": 5060
+                }
+            },
+            "has_unique_release_count_increased_by_1": {
+                "value": true,
+                "details": {
+                    "num_unique_releases_in_db_pre_load": 0,
+                    "num_unique_releases_in_db_post_load": 1
+                }
+            }
+        }
+    },
+    "backups": {
+        "pre": {
+            "document_name": "nmdpf-gfe-db-database-Neo4jBackupDocument-88XzqAh3CCKI",
+            "command_id": "30d2248e-67f4-4afd-93ff-42808241cdfa"
+        },
+        "post": {
+            "document_name": "nmdpf-gfe-db-database-Neo4jBackupDocument-88XzqAh3CCKI",
+            "command_id": "c24e2a02-11a1-403c-897a-d868b206c751"
+        }
+    },
+    "state": {
+        "created_utc": "2024-01-24T21:18:03.171Z",
+        "updated_utc": "2024-01-25T00:49:00.135Z",
+        "repository": {
+            "owner": "ANHIG",
+            "name": "IMGTHLA",
+            "url": "https://github.com/ANHIG/IMGTHLA"
+        },
+        "commit": {
+            "sha": "df6ba6f80a2c5f999590f06fced6c4c4ff56b89d",
+            "date_utc": "2024-01-18T11:06:05.000Z",
+            "message": "Merge pull request #359 from ANHIG/3550\n\nRemoval of empty sequence block in A_prot.txt and MICA_prot.txt",
+            "html_url": "https://github.com/ANHIG/IMGTHLA/commit/df6ba6f80a2c5f999590f06fced6c4c4ff56b89d"
+        },
+        "execution": {
+            "id": "3550_df6ba6f80a2c5f999590f06fced6c4c4ff56b89d_20240125_004900",
+            "invocation_id": "f8f9f11f-0cd9-4534-aae0-1f8dfb5e3a93",
+            "version": 3550,
+            "status": "LOAD_SUCCESS",
+            "input_parameters": {
+                "align": false,
+                "kir": false,
+                "mem_profile": false,
+                "limit": 1000,
+                "use_existing_build": false,
+                "skip_load": false
+            }
+        }
+    }
+}
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/format_results/requirements.txt b/gfe-db/pipeline/functions/format_results/requirements.txt
new file mode 100644
index 00000000..e69de29b
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py
index 18d9abc5..7a5f1f2a 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py
@@ -216,7 +216,7 @@ def paginate_commits(owner, repo, start_page=1, per_page=100, **kwargs):
         response = list_commits(owner, repo, page=page, per_page=per_page, **kwargs)
         if len(response) == 0:
             break
-        logger.debug(f"Page {page}: {len(response)} commits")
+        # logger.debug(f"Page {page}: {len(response)} commits")
         commits.extend(response)
         page += 1
 
diff --git a/gfe-db/pipeline/scripts/state/build.py b/gfe-db/pipeline/scripts/state/build.py
index 78c58df2..e23c4b50 100644
--- a/gfe-db/pipeline/scripts/state/build.py
+++ b/gfe-db/pipeline/scripts/state/build.py
@@ -55,7 +55,7 @@
 
     # TODO FIX not returning all commits from repo, integrate pygethub
     # Fetch all commits from repo using GitHub API, will be cached
-    logger.info("Fetching all commits from repo using GitHub API")
+    logger.info("Processing source repository data")
 
     # COMMITS
     # TODO add requests session for user-agent tracking
diff --git a/gfe-db/pipeline/statemachines/update-pipeline.asl.json b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
index 03566705..2b1118cb 100644
--- a/gfe-db/pipeline/statemachines/update-pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
@@ -305,7 +305,7 @@
                     }
                 }
             ],
-            "Next": "Publish Result 📡"
+            "Next": "Format Results"
         },
         "Update Status → LOAD_IN_PROGRESS": {
             "Type": "Pass",
@@ -485,7 +485,7 @@
             "Type": "Task",
             "Resource": "${InvokeBackupScriptFunctionArn}",
             "ResultPath": "$.backups.post",
-            "Next": "Publish Result 📡",
+            "Next": "Format Results",
             "Catch": [
                 {
                     "ErrorEquals": [
@@ -498,7 +498,7 @@
         "Handle Error": {
             "Type": "Parallel",
             "OutputPath": "$.[0]",
-            "Next": "Publish Result 📡",
+            "Next": "Format Results",
             "Branches": [
                 {
                     "StartAt": "Get Current State",
@@ -582,13 +582,19 @@
                 }
             ]
         },
-        "Publish Result 📡": {
+        "Format Results": {
+            "Type": "Task",
+            "Resource": "${FormatResultsFunctionArn}",
+            "ResultPath": "$.report",
+            "Next": "Publish Report 📡"
+        },
+        "Publish Report 📡": {
             "Type": "Task",
             "Resource": "arn:aws:states:::sns:publish",
             "ResultPath": null,
             "Parameters": {
                 "TopicArn": "${GfeDbExecutionResultTopicArn}",
-                "Message.$": "$"
+                "Message.$": "$.report"
             },
             "Next": "Success or Failure❓"
         },
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index ef600933..6a1509a0 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -818,6 +818,7 @@ Resources:
         EvaluateQueryResultsFunctionArn: !GetAtt EvaluateQueryResultsFunction.Arn
         LoadReleaseActivityArn: !Ref LoadReleaseActivity
         InvokeLoadScriptFunctionArn: !GetAtt InvokeLoadScriptFunction.Arn
+        FormatResultsFunctionArn: !GetAtt FormatResultsFunction.Arn
         GfeDbLoadQueueUrl: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueUrl}}"
       Policies:
         - LambdaInvokePolicy:
@@ -838,6 +839,8 @@ Resources:
             FunctionName: !Ref ValidateBuildOutputFunction
         - LambdaInvokePolicy:
             FunctionName: !Ref EvaluateQueryResultsFunction
+        - LambdaInvokePolicy:
+            FunctionName: !Ref FormatResultsFunction
         - S3ReadPolicy:
             BucketName: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}"
         - SQSSendMessagePolicy:
@@ -1079,7 +1082,24 @@ Resources:
         PipelineExecutionTopic:
           Type: SNS
           Properties:
-            Topic: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineExecutionTopicArn}}"   
+            Topic: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineExecutionTopicArn}}"     
+  FormatResultsFunction:
+    Type: AWS::Serverless::Function
+    Properties:
+      FunctionName: !Sub ${Stage}-${AppName}-format-results
+      CodeUri: functions/format_results/
+      Handler: app.lambda_handler
+      Runtime: python3.10
+      MemorySize: 128
+      Timeout: 60
+      Architectures:
+        - x86_64
+      Environment:
+        Variables:
+          STAGE: !Ref Stage
+          APP_NAME: !Ref AppName
+      Policies:
+        - AWSLambdaBasicExecutionRole
   UpdatePipelineStateMachineExecutionErrorsAlarm:
     Type: AWS::CloudWatch::Alarm
     Properties:

From a82fcf37977c342a8b628bc4121da574fd01f96f Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 25 Jan 2024 11:23:48 -0800
Subject: [PATCH 286/367] emoji for easier readability

---
 gfe-db/pipeline/functions/format_results/app.py | 8 +++++++-
 1 file changed, 7 insertions(+), 1 deletion(-)

diff --git a/gfe-db/pipeline/functions/format_results/app.py b/gfe-db/pipeline/functions/format_results/app.py
index 6bbf6436..41380d78 100644
--- a/gfe-db/pipeline/functions/format_results/app.py
+++ b/gfe-db/pipeline/functions/format_results/app.py
@@ -14,6 +14,8 @@
 {title}
 -------
 
+Release Version: {release_version}
+
 Execution ID: {execution_id}
 Execution Status: {execution_status}
 Execution Date: {execution_date} UTC
@@ -47,8 +49,11 @@ def lambda_handler(event, context):
     title = f"{STAGE}-{APP_NAME} Pipeline Execution Report"
     title_underline = "-" * len(title)
 
+    release_version = data['input']['version']
+
     # Extract required information from JSON
-    execution_status = data['state']['execution']['status']
+    execution_status = f"🟢 {data['state']['execution']['status']}" if data['state']['execution']['status'] == "LOAD_SUCCESS" \
+        else f"🔴 {data['state']['execution']['status']}"
     execution_id = data['state']['execution']['id']
     execution_date = data['state']['updated_utc']
     commit_sha = data['state']['commit']['sha']
@@ -79,6 +84,7 @@ def lambda_handler(event, context):
     report = report_template.format(
         title=title,
         title_underline=title_underline,
+        release_version=release_version,
         execution_status=execution_status,
         execution_id=execution_id,
         execution_date=execution_date,

From b6075dbede565698bf6da80a4e51f9a9251377b3 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 26 Jan 2024 08:16:13 -0800
Subject: [PATCH 287/367] format error notification

---
 .../pipeline/functions/format_results/app.py  | 140 +++++++++++-------
 .../format_results/failure-event.json         |  34 +++++
 .../{event.json => success-event.json}        |   0
 .../statemachines/update-pipeline.asl.json    |  12 +-
 4 files changed, 124 insertions(+), 62 deletions(-)
 create mode 100644 gfe-db/pipeline/functions/format_results/failure-event.json
 rename gfe-db/pipeline/functions/format_results/{event.json => success-event.json} (100%)

diff --git a/gfe-db/pipeline/functions/format_results/app.py b/gfe-db/pipeline/functions/format_results/app.py
index 41380d78..2be8cfac 100644
--- a/gfe-db/pipeline/functions/format_results/app.py
+++ b/gfe-db/pipeline/functions/format_results/app.py
@@ -9,26 +9,14 @@
 STAGE = os.environ["STAGE"]
 APP_NAME = os.environ["APP_NAME"]
 
-# Template for the report
-report_template = """
-{title}
--------
-
-Release Version: {release_version}
-
-Execution ID: {execution_id}
-Execution Status: {execution_status}
-Execution Date: {execution_date} UTC
-
-Commit Details: {commit_sha} - {commit_message} ({commit_url})
-
+# Templates for the report
+success_report_template = """
 Data Load Summary:
 - New Node Counts Added: {new_node_counts}
 - Unique Release Version Added: {unique_release_version}
 
 Data Files Processed:
 {data_files_info}
-
 Data Integrity Checks:
 - CSV File Validations: All passed
 - Node Counts Increase Check: {node_counts_check}
@@ -40,64 +28,111 @@
 
 """
 
+failure_report_template = """
+Error Details:
+- Error: {error}
+- Cause: {cause}
+"""
+
+report_template = """
+{title}
+-------
+
+Deployment: {deployment}
+
+Release Version: {release_version}
+
+Execution ID: {execution_id}
+Execution Status: {execution_status}
+Execution Date: {execution_date} UTC
+
+Commit Details: {commit_sha} - {commit_message} ({commit_url})
+{status_report}
+"""
+
 def lambda_handler(event, context):
 
     logger.info(json.dumps(event))
     data = event
 
     # Set the title
-    title = f"{STAGE}-{APP_NAME} Pipeline Execution Report"
+    title = f"gfe-db Update Pipeline Execution Report"
     title_underline = "-" * len(title)
+    deployment = f"{STAGE}-{APP_NAME}"
+
+    if "Error" in data.keys():
+
+        # Extract required information from JSON
+        release_version = data["state"]["execution"]["version"]
+        execution_id = data["state"]["execution"]["id"]
+        execution_status = f"🔴 {data['state']['execution']['status']}"
+        execution_date = data["state"]["updated_utc"]
+        commit_sha = data["state"]["commit"]["sha"]
+        commit_url = data["state"]["commit"]["html_url"]
+        commit_message = data["state"]["commit"]["message"].replace("\n", " ")
+    
+        cause = "N/A" if data['Cause'] == "" else data['Cause']
+        error = "N/A" if data['Error'] == "" else data['Error']
 
-    release_version = data['input']['version']
-
-    # Extract required information from JSON
-    execution_status = f"🟢 {data['state']['execution']['status']}" if data['state']['execution']['status'] == "LOAD_SUCCESS" \
-        else f"🔴 {data['state']['execution']['status']}"
-    execution_id = data['state']['execution']['id']
-    execution_date = data['state']['updated_utc']
-    commit_sha = data['state']['commit']['sha']
-    commit_url = data['state']['commit']['html_url']
-    commit_message = data['state']['commit']['message'].replace("\n", " ")
-
-    # These fields are not present when duplicate executions are run (same release, commit sha and/or limit)
-    if 'have_node_counts_increased' in data['validations']['load_results']:
-        new_node_counts = data['validations']['load_results']['have_node_counts_increased']['details']['node_counts_post_load']
-        node_counts_check = "Passed" if data['validations']['load_results']['have_node_counts_increased']['value'] else "Failed"
-    else:
-        new_node_counts = "N/A"
-        node_counts_check = "N/A"
+        status_report = failure_report_template.format(
+            cause=cause,
+            error=error
+        )
 
-    if 'has_unique_release_count_increased_by_1' in data['validations']['load_results']:
-        unique_release_version = data['validations']['load_results']['has_unique_release_count_increased_by_1']['details']['num_unique_releases_in_db_post_load']
-        release_count_check = "Passed" if data['validations']['load_results']['has_unique_release_count_increased_by_1']['value'] else "Failed"
     else:
-        unique_release_version = "N/A"
-        release_count_check = "N/A"
-    
-    data_files_info = format_data_files(data['validations']['build_outputs']['details'])
 
-    pre_execution_backup = data['backups']['pre']['command_id']
-    post_execution_backup = data['backups']['post']['command_id']
+        # Extract required information from JSON
+        release_version = data['input']['version']
+        execution_status = f"🟢 {data['state']['execution']['status']}" if data['state']['execution']['status'] == "LOAD_SUCCESS" \
+            else f"🔴 {data['state']['execution']['status']}"
+        execution_id = data['state']['execution']['id']
+        execution_date = data['state']['updated_utc']
+        commit_sha = data['state']['commit']['sha']
+        commit_url = data['state']['commit']['html_url']
+        commit_message = data['state']['commit']['message'].replace("\n", " ")
+
+        # These fields are not present when duplicate executions are run (same release, commit sha and/or limit)
+        if 'have_node_counts_increased' in data['validations']['load_results']:
+            new_node_counts = data['validations']['load_results']['have_node_counts_increased']['details']['node_counts_post_load']
+            node_counts_check = "Passed" if data['validations']['load_results']['have_node_counts_increased']['value'] else "Failed"
+        else:
+            new_node_counts = "N/A"
+            node_counts_check = "N/A"
+
+        if 'has_unique_release_count_increased_by_1' in data['validations']['load_results']:
+            unique_release_version = data['validations']['load_results']['has_unique_release_count_increased_by_1']['details']['num_unique_releases_in_db_post_load']
+            release_count_check = "Passed" if data['validations']['load_results']['has_unique_release_count_increased_by_1']['value'] else "Failed"
+        else:
+            unique_release_version = "N/A"
+            release_count_check = "N/A"
+        
+        data_files_info = format_data_files(data['validations']['build_outputs']['details'])
+
+        pre_execution_backup = data['backups']['pre']['command_id']
+        post_execution_backup = data['backups']['post']['command_id']
+
+        status_report = success_report_template.format(
+            new_node_counts=new_node_counts,
+            unique_release_version=unique_release_version,
+            data_files_info=data_files_info,
+            node_counts_check=node_counts_check,
+            release_count_check=release_count_check,
+            pre_execution_backup=pre_execution_backup,
+            post_execution_backup=post_execution_backup
+        )
 
-    # Create the report
     report = report_template.format(
         title=title,
         title_underline=title_underline,
+        deployment=deployment,
         release_version=release_version,
-        execution_status=execution_status,
         execution_id=execution_id,
+        execution_status=execution_status,
         execution_date=execution_date,
         commit_sha=commit_sha,
         commit_url=commit_url,
         commit_message=commit_message,
-        new_node_counts=new_node_counts,
-        unique_release_version=unique_release_version,
-        data_files_info=data_files_info,
-        node_counts_check=node_counts_check,
-        release_count_check=release_count_check,
-        pre_execution_backup=pre_execution_backup,
-        post_execution_backup=post_execution_backup
+        status_report=status_report
     )
 
     return report
@@ -113,6 +148,7 @@ def format_data_files(data_files):
 if __name__ == "__main__":
     from pathlib import Path
 
-    event = json.loads((Path(__file__).parent / "error.json").read_text())
+    # event = json.loads((Path(__file__).parent / "failure-event.json").read_text())
+    event = json.loads((Path(__file__).parent / "success-event.json").read_text())
 
     lambda_handler(event,"")
diff --git a/gfe-db/pipeline/functions/format_results/failure-event.json b/gfe-db/pipeline/functions/format_results/failure-event.json
new file mode 100644
index 00000000..af3272de
--- /dev/null
+++ b/gfe-db/pipeline/functions/format_results/failure-event.json
@@ -0,0 +1,34 @@
+{
+    "Error": "States.Timeout",
+    "Cause": "",
+    "state": {
+        "created_utc": "2024-01-25T17:24:09.819Z",
+        "updated_utc": "2024-01-26T03:45:29.853Z",
+        "repository": {
+            "owner": "ANHIG",
+            "name": "IMGTHLA",
+            "url": "https://github.com/ANHIG/IMGTHLA"
+        },
+        "commit": {
+            "sha": "522c1fdd2b79fa7caa628ec48f6654342cb77045",
+            "date_utc": "2024-01-11T14:54:13.000Z",
+            "message": "Merge pull request #355 from ANHIG/3540\n\nRelease of new hla.xml format as hla_new.xml and hla_new.xsd for 3.54.0",
+            "html_url": "https://github.com/ANHIG/IMGTHLA/commit/522c1fdd2b79fa7caa628ec48f6654342cb77045"
+        },
+        "execution": {
+            "id": "3540_522c1fdd2b79fa7caa628ec48f6654342cb77045_20240126_034427",
+            "invocation_id": "88561981-52bb-4cdd-a4a8-1a4863571dfa",
+            "version": 3540,
+            "status": "FAILED",
+            "date_utc": "2024-01-26T03:44:28.959Z",
+            "input_parameters": {
+                "align": false,
+                "kir": false,
+                "mem_profile": false,
+                "limit": 1000,
+                "use_existing_build": false,
+                "skip_load": false
+            }
+        }
+    }
+}
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/format_results/event.json b/gfe-db/pipeline/functions/format_results/success-event.json
similarity index 100%
rename from gfe-db/pipeline/functions/format_results/event.json
rename to gfe-db/pipeline/functions/format_results/success-event.json
diff --git a/gfe-db/pipeline/statemachines/update-pipeline.asl.json b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
index 2b1118cb..e64476c9 100644
--- a/gfe-db/pipeline/statemachines/update-pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
@@ -373,6 +373,7 @@
                         "Wait For Load 🕗": {
                             "Type":"Task",
                             "Resource":"arn:aws:states:::sqs:sendMessage.waitForTaskToken",
+                            "HeartbeatSeconds": 10,
                             "Parameters":{  
                                "QueueUrl":"${GfeDbLoadQueueUrl}",
                                "MessageGroupId.$": "$.input.invocation_id",
@@ -541,7 +542,7 @@
                             "Type": "Task",
                             "Resource": "arn:aws:states:::dynamodb:updateItem",
                             "ResultPath": null,
-                            "Next": "Parse Error Payload",
+                            "End": true,
                             "Parameters": {
                                 "TableName": "${GfeDbExecutionStateTable}",
                                 "Key": {
@@ -568,15 +569,6 @@
                                     }
                                 }
                             }
-                        },
-                        "Parse Error Payload": {
-                            "Type": "Pass",
-                            "Parameters": {
-                                "Error.$": "$.Error",
-                                "Cause.$": "$.Cause"
-                            },
-                            "OutputPath": "$",
-                            "End": true
                         }
                     }
                 }

From 4850117d94381bf172ac6dba269652acd179e013 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 26 Jan 2024 10:24:09 -0800
Subject: [PATCH 288/367] handle missing backup key

---
 gfe-db/pipeline/functions/format_results/app.py | 8 ++++++--
 1 file changed, 6 insertions(+), 2 deletions(-)

diff --git a/gfe-db/pipeline/functions/format_results/app.py b/gfe-db/pipeline/functions/format_results/app.py
index 2be8cfac..84df76d1 100644
--- a/gfe-db/pipeline/functions/format_results/app.py
+++ b/gfe-db/pipeline/functions/format_results/app.py
@@ -108,8 +108,12 @@ def lambda_handler(event, context):
         
         data_files_info = format_data_files(data['validations']['build_outputs']['details'])
 
-        pre_execution_backup = data['backups']['pre']['command_id']
-        post_execution_backup = data['backups']['post']['command_id']
+        if "backups" in data.keys():
+            pre_execution_backup = data['backups']['pre']['command_id']
+            post_execution_backup = data['backups']['post']['command_id']
+        else:
+            pre_execution_backup = "N/A"
+            post_execution_backup = "N/A"
 
         status_report = success_report_template.format(
             new_node_counts=new_node_counts,

From cdcd1a3fbe99f9d83c729894fda68d7116af0e4c Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 26 Jan 2024 10:25:01 -0800
Subject: [PATCH 289/367] remove backup step from state machine to avoid
 clashes between concurrent executions

---
 .../statemachines/update-pipeline.asl.json    | 24 ++-----------------
 1 file changed, 2 insertions(+), 22 deletions(-)

diff --git a/gfe-db/pipeline/statemachines/update-pipeline.asl.json b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
index e64476c9..4297f487 100644
--- a/gfe-db/pipeline/statemachines/update-pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
@@ -21,12 +21,6 @@
                             "Type": "Task",
                             "Resource": "${ExecuteValidationQueriesFunctionArn}",
                             "ResultPath": "$.validations.queries.pre",
-                            "Next": "Run Pre-Execution Backup"
-                        },
-                        "Run Pre-Execution Backup": {
-                            "Type": "Task",
-                            "Resource": "${InvokeBackupScriptFunctionArn}",
-                            "ResultPath": "$.backups.pre",
                             "Next": "Get Execution State"
                         },
                         "Get Execution State": {
@@ -316,7 +310,7 @@
         "Load Stage": {
             "Type": "Parallel",
             "OutputPath": "$.[2]",
-            "Next": "Run Post-Execution Backup",
+            "Next": "Format Results",
             "Catch": [
                 {
                     "ErrorEquals": [
@@ -373,7 +367,7 @@
                         "Wait For Load 🕗": {
                             "Type":"Task",
                             "Resource":"arn:aws:states:::sqs:sendMessage.waitForTaskToken",
-                            "HeartbeatSeconds": 10,
+                            "HeartbeatSeconds": 60,
                             "Parameters":{  
                                "QueueUrl":"${GfeDbLoadQueueUrl}",
                                "MessageGroupId.$": "$.input.invocation_id",
@@ -482,20 +476,6 @@
                 }
             ]
         },
-        "Run Post-Execution Backup": {
-            "Type": "Task",
-            "Resource": "${InvokeBackupScriptFunctionArn}",
-            "ResultPath": "$.backups.post",
-            "Next": "Format Results",
-            "Catch": [
-                {
-                    "ErrorEquals": [
-                        "States.ALL"
-                    ],
-                    "Next": "Handle Error"
-                }
-            ]
-        },
         "Handle Error": {
             "Type": "Parallel",
             "OutputPath": "$.[0]",

From df699f0f44f1b3f0abbb766b2a9cf2fa79e56e67 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 26 Jan 2024 10:25:43 -0800
Subject: [PATCH 290/367] delete message after success

---
 gfe-db/database/scripts/start_task.sh | 11 ++++++++++-
 1 file changed, 10 insertions(+), 1 deletion(-)

diff --git a/gfe-db/database/scripts/start_task.sh b/gfe-db/database/scripts/start_task.sh
index 6f32f0e8..82e82f9c 100644
--- a/gfe-db/database/scripts/start_task.sh
+++ b/gfe-db/database/scripts/start_task.sh
@@ -48,6 +48,15 @@ fi
 #         --region "$AWS_REGION"
 # }
 
+# Delete message
+function delete_msg {
+    echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Deleting message"
+    aws sqs delete-message \
+        --queue-url "$QUEUE_URL" \
+        --receipt-handle "$receipt_handle" \
+        --region "$AWS_REGION"
+}
+
 # Send task failure if script errors
 send_result () {
     if [[ $status = "SUCCESS" ]]; then
@@ -126,9 +135,9 @@ while true; do
             cause="Error on line $LINENO"
             send_result
             kill 0
-
         else
             status="SUCCESS"
+            delete_msg
             send_result
             kill 0
         fi

From f04097354962cef7062111e3f5cb3ff737184140 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 26 Jan 2024 11:27:16 -0800
Subject: [PATCH 291/367] restore logic for sfn Activity API

---
 gfe-db/database/scripts/send_heartbeat.sh     |  9 +-
 gfe-db/database/scripts/start_task.sh         | 93 ++++++++-----------
 .../statemachines/update-pipeline.asl.json    | 13 +--
 3 files changed, 42 insertions(+), 73 deletions(-)

diff --git a/gfe-db/database/scripts/send_heartbeat.sh b/gfe-db/database/scripts/send_heartbeat.sh
index 3d191400..78a354c7 100644
--- a/gfe-db/database/scripts/send_heartbeat.sh
+++ b/gfe-db/database/scripts/send_heartbeat.sh
@@ -2,23 +2,20 @@
 
 # This script sends heartbeats back to the StepFunctions API during the task execution.
 
-set -eux
-
-task_token=$1
+set -e
 
 while true
 do
     echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Sending task heartbeat"
     res=$(aws stepfunctions send-task-heartbeat \
-        --task-token "$task_token" \
+        --task-token "$TASK_TOKEN" \
         --region $AWS_REGION)
-    exit_code=$?
 
     # TODO exit if StepFunctions returns activity timeout
     echo $res | jq -r
 
     # Send TaskSuccess token to StepFunctions
-    if [[ $exit_code != "0" ]]; then
+    if [[ $? != "0" ]]; then
         exit 1
     fi
 
diff --git a/gfe-db/database/scripts/start_task.sh b/gfe-db/database/scripts/start_task.sh
index 82e82f9c..0ddb99c4 100644
--- a/gfe-db/database/scripts/start_task.sh
+++ b/gfe-db/database/scripts/start_task.sh
@@ -1,13 +1,12 @@
 #!/bin/bash -x
 
 # Exit immediately if a command exits with a non-zero status
-set -e
+set -ex
 
 # get APP_NAME and STAGE from arguments
 APP_NAME=$1
 STAGE=$2
 ERR_MSG=null
-status=""
 
 if [[ -z $APP_NAME ]]; then
     ERR_MSG="APP_NAME environment variable not set"
@@ -26,49 +25,30 @@ if [[ -z $AWS_REGION ]]; then
     export AWS_REGION=$(curl --silent http://169.254.169.254/latest/dynamic/instance-identity/document | jq -r '.region')
 fi
 
-QUEUE_URL=$(aws ssm get-parameter \
-    --name "/${APP_NAME}/${STAGE}/${AWS_REGION}/GfeDbLoadQueueUrl" \
+ACTIVITY_ARN=$(aws ssm get-parameter \
+    --name "/${APP_NAME}/${STAGE}/${AWS_REGION}/LoadReleaseActivityArn" \
     --query "Parameter.Value" \
     --output text \
     --region "$AWS_REGION")
 
-if [[ -z $QUEUE_URL ]]; then
-    ERR_MSG="Queue URL not found"
+if [[ -z $ACTIVITY_ARN ]]; then
+    ERR_MSG="ACTIVITY_ARN environment variable not set"
     echo $ERR_MSG >&2
     exit 1
 fi
 
-# # Change message visibility to 0 for failures
-# function reset_msg_visibility {
-#     echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Resetting message visibility"
-#     aws sqs change-message-visibility \
-#         --queue-url "$QUEUE_URL" \
-#         --receipt-handle "$receipt_handle" \
-#         --visibility-timeout 0 \
-#         --region "$AWS_REGION"
-# }
-
-# Delete message
-function delete_msg {
-    echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Deleting message"
-    aws sqs delete-message \
-        --queue-url "$QUEUE_URL" \
-        --receipt-handle "$receipt_handle" \
-        --region "$AWS_REGION"
-}
-
 # Send task failure if script errors
 send_result () {
     if [[ $status = "SUCCESS" ]]; then
         echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Sending task success"
         aws stepfunctions send-task-success \
-            --task-token "$task_token" \
+            --task-token "$TASK_TOKEN" \
             --task-output "{\"status\":\"$status\"}" \
             --region "$AWS_REGION"
     else
         echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Sending task failure"
         aws stepfunctions send-task-failure \
-            --task-token "$task_token" \
+            --task-token "$TASK_TOKEN" \
             --cause "$cause" \
             --error "$error" \
             --region "$AWS_REGION"
@@ -82,44 +62,45 @@ trap 'cause="Error on line $LINENO: $ERR_MSG" && error=$? && send_result && kill
 # timeout=120
 while true; do
 
-    # Poll SQS for new messages
-    echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Polling for new messages..."
-    export messages="$(aws sqs receive-message \
-        --queue-url "$QUEUE_URL" \
+    # Poll StepFunctions API for new activities
+    echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Polling for new activities..."
+    export ACTIVITY=$(aws stepfunctions get-activity-task \
+        --activity-arn "$ACTIVITY_ARN" \
+        --worker-name "$APP_NAME" \
         --region "$AWS_REGION" \
-        --max-number-of-messages 1)"
+        --cli-connect-timeout 65)
 
-    message=$(echo $messages | jq -r '.Messages[0].Body')
-    
-    if [[ -z $message ]]; then
-        echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - No messages found"
+    if [[ -z $ACTIVITY ]]; then
+        echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - No activities found"
         break
-    else
-        echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Message found"
 
-        export task_input="$(echo "$message" | jq -r '.Input')"
-        export task_token="$(echo "$message" | jq -r '.TaskToken')"
-        export receipt_handle="$(echo "$message" | jq -r '.ReceiptHandle')"
+    else
+        echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Activity found"
+        echo "$ACTIVITY"
 
-        echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - task_input=$task_input"
-        echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - task_token=$task_token"
+        # Check for task token
+        export TASK_TOKEN=$(echo "$ACTIVITY" | jq -r '.taskToken')
+        if [[ -z $TASK_TOKEN ]]; then
+            ERR_MSG="TASK_TOKEN not found"
+            echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - $ERR_MSG" >&2
+            exit 1
+        else
+            echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Found task token"
+        fi
 
         # Check for release argument
-        release=$(echo $task_input | jq -r '.version')
-        if [[ -z $task_input || "$task_input" == "" ]]; then
-            ERR_MSG="Release version not found, or is empty."
+        release=$(echo "$ACTIVITY" | jq -r '.input' | jq -r '.input.version')
+        if [[ -z $release || "$release" == "null" || ! $release =~ ^[0-9]{1,4}$ ]]; then
+            ERR_MSG="Release version not found, is 'null', or is not a 1-4 digit integer"
             echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - $ERR_MSG" >&2
-            status="FAILED"
-            error="1"
-            cause="$ERR_MSG"
-            send_result
-            kill 0
+            exit 1
         else
-            echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Loading release version $release for commit $(echo $task_input | jq -r '.commit_sha')"
+            echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Starting load process for $release"
         fi
 
         export HEARTBEAT_INTERVAL=30
-        bash send_heartbeat.sh "$task_token" &
+        echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Begin task heartbeat"
+        bash send_heartbeat.sh &
         send_heartbeat_pid=$!
 
         # Run task - invoke load script 
@@ -135,13 +116,13 @@ while true; do
             cause="Error on line $LINENO"
             send_result
             kill 0
+
         else
             status="SUCCESS"
-            delete_msg
             send_result
-            kill 0
+            kill $send_heartbeat_pid
         fi
     fi
 done
 
-exit 0
+exit 0
\ No newline at end of file
diff --git a/gfe-db/pipeline/statemachines/update-pipeline.asl.json b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
index 4297f487..50c46206 100644
--- a/gfe-db/pipeline/statemachines/update-pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
@@ -365,18 +365,9 @@
                     "StartAt": "Wait For Load 🕗",
                     "States": {
                         "Wait For Load 🕗": {
-                            "Type":"Task",
-                            "Resource":"arn:aws:states:::sqs:sendMessage.waitForTaskToken",
+                            "Type": "Task",
+                            "Resource": "${LoadReleaseActivityArn}",
                             "HeartbeatSeconds": 60,
-                            "Parameters":{  
-                               "QueueUrl":"${GfeDbLoadQueueUrl}",
-                               "MessageGroupId.$": "$.input.invocation_id",
-                               "MessageDeduplicationId.$": "$.input.id",
-                               "MessageBody":{  
-                                  "Input.$":"$.input",
-                                  "TaskToken.$":"$$.Task.Token"
-                               }
-                            },
                             "ResultPath": null,
                             "Next": "Run Validation Query"
                         },

From fc7ffbebd6d7ade39a762e60840f8cd93371d69f Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 26 Jan 2024 17:15:21 -0800
Subject: [PATCH 292/367] build and load state only for initial deployment

---
 Makefile | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/Makefile b/Makefile
index b02505bd..3832a242 100644
--- a/Makefile
+++ b/Makefile
@@ -136,7 +136,9 @@ deploy: splash-screen logs.purge env.validate ##=> Deploy all services
 	$(MAKE) database.deploy
 	$(MAKE) pipeline.deploy
 	$(MAKE) monitoring.create-topic-subscriptions topics="GfeDbExecutionResultTopicArn DataPipelineErrorsTopicArn"
+ifeq ($(HAS_STAGE),null)
 	@sh -c '$(MAKE) pipeline.state.build && $(MAKE) pipeline.state.load || echo "Pipeline state build failed"'
+endif
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Finished deploying ${APP_NAME}" 2>&1 | tee -a ${CFN_LOG_PATH}
 	$(MAKE) options-screen
 

From 7158c5e838891d49c1af5490ae6c88a3c7cf662d Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 27 Jan 2024 12:25:23 -0800
Subject: [PATCH 293/367] trigger alarm and invoke function when queue has
 messages

---
 .gitignore                                    |  1 +
 gfe-db/database/template.yaml                 | 76 ++++++++++++++++++-
 .../__init__.py                               |  0
 .../invoke_load_concurrency_handler/app.py    | 68 +++++++++++++++++
 .../requirements.txt                          |  0
 .../sns-event.json                            | 22 ++++++
 gfe-db/pipeline/template.yaml                 | 74 ++++++++++++++----
 7 files changed, 223 insertions(+), 18 deletions(-)
 create mode 100644 gfe-db/pipeline/functions/invoke_load_concurrency_handler/__init__.py
 create mode 100644 gfe-db/pipeline/functions/invoke_load_concurrency_handler/app.py
 create mode 100644 gfe-db/pipeline/functions/invoke_load_concurrency_handler/requirements.txt
 create mode 100644 gfe-db/pipeline/functions/invoke_load_concurrency_handler/sns-event.json

diff --git a/.gitignore b/.gitignore
index 642db736..eb43eb01 100755
--- a/.gitignore
+++ b/.gitignore
@@ -110,6 +110,7 @@ gfe-db/pipeline/jobs/build/event.json
 gfe-db/pipeline/statemachines/test*
 reports/
 output-payload.json
+*bkp*
 
 # Local Deployment
 gfe-db/local/neo4j
diff --git a/gfe-db/database/template.yaml b/gfe-db/database/template.yaml
index 2278e4c9..2597580c 100644
--- a/gfe-db/database/template.yaml
+++ b/gfe-db/database/template.yaml
@@ -112,6 +112,76 @@ Resources:
       Name: !Sub /${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueName
       Description: Name of gfe-db load queue
       Value: !GetAtt GfeDbLoadQueue.QueueName
+  # SNS Topic for sending notifications when the GfeDbLoadQueueHasMessagesAlarm goes into Alarm state to trigger Load Concurrency Handler
+  GfeDbLoadQueueHasMessagesAlarmTopic:
+    Type: AWS::SNS::Topic
+    Properties:
+      DisplayName: GfeDbLoadQueueHasMessagesAlarmTopic
+  # Alarm for when the GfeDbLoadQueue has messages, which is when both ApproximateNumberOfMessagesVisible and ApproximateNumberOfMessagesNotVisible are greater than 0
+  GfeDbLoadQueueHasMessagesAlarm:
+    Type: AWS::CloudWatch::Alarm
+    Properties:
+      AlarmName: "GfeDbLoadQueueHasMessages"
+      AlarmDescription: "Alarm when the GfeDbLoadQueue has messages"
+      Metrics:
+        - Id: visible
+          MetricStat:
+            Metric:
+              MetricName: ApproximateNumberOfMessagesVisible
+              Namespace: AWS/SQS
+              Dimensions:
+                - Name: QueueName
+                  Value: !GetAtt GfeDbLoadQueue.QueueName
+            Period: 30
+            Stat: Average
+            Unit: Count
+          ReturnData: false
+        - Id: notVisible
+          MetricStat:
+            Metric:
+              MetricName: ApproximateNumberOfMessagesNotVisible
+              Namespace: AWS/SQS
+              Dimensions:
+                - Name: QueueName
+                  Value: !GetAtt GfeDbLoadQueue.QueueName
+            Period: 30
+            Stat: Average
+            Unit: Count
+          ReturnData: false
+        - Id: e1
+          Expression: visible + notVisible
+          Label: QueueHasMessages
+          ReturnData: true
+      ComparisonOperator: GreaterThanThreshold
+      Threshold: 0
+      EvaluationPeriods: 1
+      # TODO integrate with SNS topic when the alarm returns to OK state
+      AlarmActions:
+        - !Ref GfeDbLoadQueueHasMessagesAlarmTopic
+  # Permissions for the GfeDbLoadQueueHasMessagesAlarm to publish to the GfeDbLoadQueueHasMessagesAlarmTopic
+  GfeDbLoadQueueHasMessagesAlarmTopicPolicy:
+    Type: AWS::SNS::TopicPolicy
+    Properties:
+      Topics:
+        - !Ref GfeDbLoadQueueHasMessagesAlarmTopic
+      PolicyDocument:
+        Version: "2012-10-17"
+        Statement:
+          - Effect: Allow
+            Principal:
+              Service: cloudwatch.amazonaws.com
+            Action: sns:Publish
+            Resource: !Ref GfeDbLoadQueueHasMessagesAlarmTopic
+            Condition:
+              StringEquals:
+                aws:SourceAccount: !Ref AWS::AccountId
+  GfeDbLoadQueueHasMessagesAlarmTopicNameParameter:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Type: String
+      Name: !Sub /${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueHasMessagesAlarmTopicName
+      Description: Name of SNS topic for GfeDbLoadQueueHasMessagesAlarm
+      Value: !Ref GfeDbLoadQueueHasMessagesAlarmTopic
   Neo4jDatabaseInstance:
     Type: AWS::EC2::Instance
     CreationPolicy:
@@ -430,7 +500,9 @@ Resources:
                   - "*"
               - Effect: "Allow"
                 Action:
-                  - "sqs:ReceiveMessage"
+                  - sqs:ReceiveMessage
+                  - sqs:deletemessage
+                  - sqs:ChangeMessageVisibility
                 Resource:
                   - !GetAtt GfeDbLoadQueue.Arn
               - Effect: Allow
@@ -596,7 +668,7 @@ Resources:
           cleanUp:
             type: "String"
             description: "Deletes ETag files created by SSM Agent."
-            default: 'rm *.etag /dev/null 2>&1'
+            default: 'rm *.etag 2>/dev/null || true'
           workingDirectory:
             type: "String"
             description: "Working directory"
diff --git a/gfe-db/pipeline/functions/invoke_load_concurrency_handler/__init__.py b/gfe-db/pipeline/functions/invoke_load_concurrency_handler/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/gfe-db/pipeline/functions/invoke_load_concurrency_handler/app.py b/gfe-db/pipeline/functions/invoke_load_concurrency_handler/app.py
new file mode 100644
index 00000000..5592f840
--- /dev/null
+++ b/gfe-db/pipeline/functions/invoke_load_concurrency_handler/app.py
@@ -0,0 +1,68 @@
+"""This function is invoked through SNS when GfeDbLoadQueueHasMessagesAlarm is triggered from messages present in the GfeDbLoadQueue.
+It's only responsibility is to invoke the LoadConcurrencyHandler state machine which maintains a concurrency of 1 for loading Neo4j
+to avoid clashes with concurrent executions in GfeDbUpdatePipeline. This allows GfeDbUpdatePipeline to run data builds at concurrency > 1
+and keeps data loads at concurrency = 1. The LoadConcurrencyHandler will end the execution when GfeDbLoadQueueHasMessagesAlarm enters 
+OK state, meaning there are no more messages in the queue. All requests for loading Neo4j are handled by the LoadConcurrencyHandler 
+state machine.
+"""
+
+import os
+if __name__ != "app":
+    import sys
+
+    # for dev, local path to gfe-db modules
+    # ./gfe-db/pipeline/lambda_layers/gfe_db_models (use absolute path)
+    sys.path.append(os.environ["GFEDBMODELS_PATH"])
+
+import logging
+import json
+from gfedbmodels.constants import (
+    session,
+    pipeline)
+
+# set up logging
+logger = logging.getLogger()
+logger.setLevel(logging.INFO)
+
+# Environment
+APP_NAME = os.environ["APP_NAME"]
+STAGE = os.environ["STAGE"]
+AWS_REGION = os.environ["AWS_REGION"]
+
+# Boto3 Clients
+states = session.client("stepfunctions", region_name=AWS_REGION)
+
+# # TODO Get SSM Parameters
+# lch_state_machine_arn = pipeline.params.LoadConcurrencyHandlerStateMachineArn
+
+def lambda_handler(event, context):
+
+    logger.info(json.dumps(event))
+
+    alarm_message = json.loads(event["Records"][0]["Sns"]["Message"])
+
+    # validate the alarm state is IN ALARM
+    state_has_changed = "NewStateValue" in alarm_message
+    is_in_alarm = alarm_message["NewStateValue"] == "ALARM"
+
+    load_queue_has_messages = state_has_changed and is_in_alarm
+
+    if load_queue_has_messages:
+
+        # TODO query the state table for commits with PENDING status
+
+        # TODO trigger the Load Concurrency Handler state machine
+        pass
+
+    return
+    # return {
+    #     "statusCode": 200,
+    #     "body": json.dumps({"message": return_msg, "execution_arns": execution_arns}),
+    # }
+
+
+if __name__ == "__main__":
+    from pathlib import Path
+
+    event = json.loads((Path(__file__).parent / "sns-event.json").read_text())
+    lambda_handler(event, "")
diff --git a/gfe-db/pipeline/functions/invoke_load_concurrency_handler/requirements.txt b/gfe-db/pipeline/functions/invoke_load_concurrency_handler/requirements.txt
new file mode 100644
index 00000000..e69de29b
diff --git a/gfe-db/pipeline/functions/invoke_load_concurrency_handler/sns-event.json b/gfe-db/pipeline/functions/invoke_load_concurrency_handler/sns-event.json
new file mode 100644
index 00000000..069b2bdd
--- /dev/null
+++ b/gfe-db/pipeline/functions/invoke_load_concurrency_handler/sns-event.json
@@ -0,0 +1,22 @@
+{
+    "Records": [
+        {
+            "EventSource": "aws:sns",
+            "EventVersion": "1.0",
+            "EventSubscriptionArn": "arn:aws:sns:us-east-1:810526023897:nmdpf-gfe-db-database-GfeDbLoadQueueHasMessagesAlarmTopic-aUbhIif9d3xp:38bef3de-863d-4bcb-9fa7-98c3a14009e0",
+            "Sns": {
+                "Type": "Notification",
+                "MessageId": "09bdffd0-3b3f-5a17-9d3f-a1ff59b61b09",
+                "TopicArn": "arn:aws:sns:us-east-1:810526023897:nmdpf-gfe-db-database-GfeDbLoadQueueHasMessagesAlarmTopic-aUbhIif9d3xp",
+                "Subject": "ALARM: \"GfeDbLoadQueueHasMessages\" in US East (N. Virginia)",
+                "Message": "{\"AlarmName\":\"GfeDbLoadQueueHasMessages\",\"AlarmDescription\":\"Alarm when the GfeDbLoadQueue has messages\",\"AWSAccountId\":\"810526023897\",\"AlarmConfigurationUpdatedTimestamp\":\"2024-01-27T01:19:09.671+0000\",\"NewStateValue\":\"ALARM\",\"NewStateReason\":\"Threshold Crossed: 1 datapoint [1.0 (27/01/24 19:57:00)] was greater than the threshold (0.0).\",\"StateChangeTime\":\"2024-01-27T19:58:01.417+0000\",\"Region\":\"US East (N. Virginia)\",\"AlarmArn\":\"arn:aws:cloudwatch:us-east-1:810526023897:alarm:GfeDbLoadQueueHasMessages\",\"OldStateValue\":\"INSUFFICIENT_DATA\",\"OKActions\":[],\"AlarmActions\":[\"arn:aws:sns:us-east-1:810526023897:nmdpf-gfe-db-database-GfeDbLoadQueueHasMessagesAlarmTopic-aUbhIif9d3xp\"],\"InsufficientDataActions\":[],\"Trigger\":{\"Period\":30,\"EvaluationPeriods\":1,\"ComparisonOperator\":\"GreaterThanThreshold\",\"Threshold\":0.0,\"TreatMissingData\":\"\",\"EvaluateLowSampleCountPercentile\":\"\",\"Metrics\":[{\"Id\":\"visible\",\"MetricStat\":{\"Metric\":{\"Dimensions\":[{\"value\":\"nmdpf-gfe-db-database-GfeDbLoadQueue-RLiPEqMuza6m.fifo\",\"name\":\"QueueName\"}],\"MetricName\":\"ApproximateNumberOfMessagesVisible\",\"Namespace\":\"AWS/SQS\"},\"Period\":30,\"Stat\":\"Average\",\"Unit\":\"Count\"},\"ReturnData\":false},{\"Id\":\"notVisible\",\"MetricStat\":{\"Metric\":{\"Dimensions\":[{\"value\":\"nmdpf-gfe-db-database-GfeDbLoadQueue-RLiPEqMuza6m.fifo\",\"name\":\"QueueName\"}],\"MetricName\":\"ApproximateNumberOfMessagesNotVisible\",\"Namespace\":\"AWS/SQS\"},\"Period\":30,\"Stat\":\"Average\",\"Unit\":\"Count\"},\"ReturnData\":false},{\"Expression\":\"visible + notVisible\",\"Id\":\"e1\",\"Label\":\"QueueHasMessages\",\"ReturnData\":true}]}}",
+                "Timestamp": "2024-01-27T19:58:01.469Z",
+                "SignatureVersion": "1",
+                "Signature": "mb3aeSln+mdH4iv+g3CG0d5gRocC3ICjulZXNmZs3J90Sf/E21OvH8/B3wS54wWuH/pVbjxa//Jo/AUXaKGS2rTK8ZgFy+tO579mooYFhmOurKU3wkFHyCRtLLjwvtSvBlf50cYYqSvDN8NwwwJuAH8tXIC4+GSvdAr6BGQxL2S2hfpcEGNtLR02aiy2npWpPjmTVKAAwpwM/jpIWkUdQcG9AMGgTCtHg7iciWlgXhou1821WmT9Ti/HviR8D76im4cQ7Seaj4MoM78J8cI2rkFbNmfdvTpn3pvd64n1katKyBuOH3WWCbIpaSGwWICT92Ey/715UD89NHm+/uLkPQ==",
+                "SigningCertUrl": "https://sns.us-east-1.amazonaws.com/SimpleNotificationService-60eadc530605d63b8e62a523676ef735.pem",
+                "UnsubscribeUrl": "https://sns.us-east-1.amazonaws.com/?Action=Unsubscribe&SubscriptionArn=arn:aws:sns:us-east-1:810526023897:nmdpf-gfe-db-database-GfeDbLoadQueueHasMessagesAlarmTopic-aUbhIif9d3xp:38bef3de-863d-4bcb-9fa7-98c3a14009e0",
+                "MessageAttributes": {}
+            }
+        }
+    ]
+}
\ No newline at end of file
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 6a1509a0..e2ef1aff 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -721,23 +721,64 @@ Resources:
           Properties:
             Queue: !GetAtt GfeDbProcessingQueue.Arn
             BatchSize: 10
-  InvokeLoadScriptFunctionAlarm:
-    Type: AWS::CloudWatch::Alarm
+  InvokeLoadConcurrencyHandlerFunction:
+    Type: AWS::Serverless::Function
     Properties:
-      AlarmDescription: !Sub Alarm for ${InvokeLoadScriptFunction} function errors
-      ActionsEnabled: true
-      AlarmActions:
-        - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn}}"
-      MetricName: Errors
-      Namespace: AWS/Lambda
-      Statistic: Sum
-      Period: 86400
-      EvaluationPeriods: 1
-      Threshold: 1
-      ComparisonOperator: GreaterThanOrEqualToThreshold
-      Dimensions:
-        - Name: FunctionName
-          Value: !Ref InvokeLoadScriptFunction
+      FunctionName: !Sub ${Stage}-${AppName}-invoke-load-concurrency-handler
+      Description: !Sub Invoke the Load Concurrency Handler for ${Stage}-${AppName}
+      CodeUri: functions/invoke_load_concurrency_handler/
+      Handler: app.lambda_handler
+      Runtime: python3.10
+      Layers:
+        - !Ref GfeDbModelsLayer
+      MemorySize: 128
+      Timeout: 10
+      Architectures:
+        - x86_64
+      Environment:
+        Variables:
+          APP_NAME: !Ref AppName
+          STAGE: !Ref Stage
+      Policies:
+        - AWSLambdaBasicExecutionRole
+        - Version: "2012-10-17"
+          Statement:
+            - Effect: Allow
+              Action:
+                - ssm:GetParameters
+                - ssm:GetParameter
+              Resource:
+                - !Sub arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*
+
+            - Effect: Allow
+              Action:
+                - states:StartExecution
+              Resource:
+                # - !GetAtt UpdatePipelineStateMachine.Arn
+                - "*"
+      Events:
+        GfeDbLoadQueueHasMessagesAlarmTopicTrigger:
+          Type: SNS
+          Properties:
+            Topic: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueHasMessagesAlarmTopicName}}"
+  # # TODO replace with an alarm for all lambda functions in the deployment
+  # InvokeLoadScriptFunctionAlarm:
+  #   Type: AWS::CloudWatch::Alarm
+  #   Properties:
+  #     AlarmDescription: !Sub Alarm for ${InvokeLoadScriptFunction} function errors
+  #     ActionsEnabled: true
+  #     AlarmActions:
+  #       - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn}}"
+  #     MetricName: Errors
+  #     Namespace: AWS/Lambda
+  #     Statistic: Sum
+  #     Period: 86400
+  #     EvaluationPeriods: 1
+  #     Threshold: 1
+  #     ComparisonOperator: GreaterThanOrEqualToThreshold
+  #     Dimensions:
+  #       - Name: FunctionName
+  #         Value: !Ref InvokeLoadScriptFunction
   ValidateBuildOutputFunction:
     Type: AWS::Serverless::Function
     Properties:
@@ -1117,6 +1158,7 @@ Resources:
       Dimensions:
         - Name: StateMachineArn
           Value: !GetAtt UpdatePipelineStateMachine.Arn
+  # Activates if the Batch job fails, not integrated with other services
   UpdatePipelineStateMachineIntegrationAlarm:
     Type: AWS::CloudWatch::Alarm
     Properties:

From 2351713542668d0f4080156465b49bc2ab26ef4b Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 27 Jan 2024 20:22:57 -0800
Subject: [PATCH 294/367] rename function path

---
 .../__init__.py                               |  0
 .../app.py                                    | 20 ++++++++++++++-----
 .../requirements.txt                          |  0
 .../sns-event.json                            |  0
 4 files changed, 15 insertions(+), 5 deletions(-)
 rename gfe-db/pipeline/functions/{invoke_load_concurrency_handler => invoke_lcm}/__init__.py (100%)
 rename gfe-db/pipeline/functions/{invoke_load_concurrency_handler => invoke_lcm}/app.py (70%)
 rename gfe-db/pipeline/functions/{invoke_load_concurrency_handler => invoke_lcm}/requirements.txt (100%)
 rename gfe-db/pipeline/functions/{invoke_load_concurrency_handler => invoke_lcm}/sns-event.json (100%)

diff --git a/gfe-db/pipeline/functions/invoke_load_concurrency_handler/__init__.py b/gfe-db/pipeline/functions/invoke_lcm/__init__.py
similarity index 100%
rename from gfe-db/pipeline/functions/invoke_load_concurrency_handler/__init__.py
rename to gfe-db/pipeline/functions/invoke_lcm/__init__.py
diff --git a/gfe-db/pipeline/functions/invoke_load_concurrency_handler/app.py b/gfe-db/pipeline/functions/invoke_lcm/app.py
similarity index 70%
rename from gfe-db/pipeline/functions/invoke_load_concurrency_handler/app.py
rename to gfe-db/pipeline/functions/invoke_lcm/app.py
index 5592f840..43c4dcd7 100644
--- a/gfe-db/pipeline/functions/invoke_load_concurrency_handler/app.py
+++ b/gfe-db/pipeline/functions/invoke_lcm/app.py
@@ -1,8 +1,8 @@
 """This function is invoked through SNS when GfeDbLoadQueueHasMessagesAlarm is triggered from messages present in the GfeDbLoadQueue.
-It's only responsibility is to invoke the LoadConcurrencyHandler state machine which maintains a concurrency of 1 for loading Neo4j
+It's only responsibility is to invoke the LoadConcurrencyManager state machine which maintains a concurrency of 1 for loading Neo4j
 to avoid clashes with concurrent executions in GfeDbUpdatePipeline. This allows GfeDbUpdatePipeline to run data builds at concurrency > 1
-and keeps data loads at concurrency = 1. The LoadConcurrencyHandler will end the execution when GfeDbLoadQueueHasMessagesAlarm enters 
-OK state, meaning there are no more messages in the queue. All requests for loading Neo4j are handled by the LoadConcurrencyHandler 
+and keeps data loads at concurrency = 1. The LoadConcurrencyManager will end the execution when GfeDbLoadQueueHasMessagesAlarm enters 
+OK state, meaning there are no more messages in the queue. All requests for loading Neo4j are handled by the LoadConcurrencyManager 
 state machine.
 """
 
@@ -15,6 +15,7 @@
     sys.path.append(os.environ["GFEDBMODELS_PATH"])
 
 import logging
+from datetime import datetime
 import json
 from gfedbmodels.constants import (
     session,
@@ -32,8 +33,9 @@
 # Boto3 Clients
 states = session.client("stepfunctions", region_name=AWS_REGION)
 
-# # TODO Get SSM Parameters
-# lch_state_machine_arn = pipeline.params.LoadConcurrencyHandlerStateMachineArn
+# Get SSM Parameters
+update_pipeline_state_machine_arn = pipeline.params.UpdatePipelineStateMachineArn
+lcm_state_machine_arn = pipeline.params.LoadConcurrencyManagerStateMachineArn
 
 def lambda_handler(event, context):
 
@@ -52,6 +54,14 @@ def lambda_handler(event, context):
         # TODO query the state table for commits with PENDING status
 
         # TODO trigger the Load Concurrency Handler state machine
+        timestamp = datetime.now().strftime("%Y%m%d_%H%M%S")
+        execution_id = update_pipeline_state_machine_arn.split(":")[-1] + "_" + timestamp
+
+        response = states.start_execution(
+            stateMachineArn=lcm_state_machine_arn,
+            name=execution_id,
+            # input=json.dumps({}),
+        )
         pass
 
     return
diff --git a/gfe-db/pipeline/functions/invoke_load_concurrency_handler/requirements.txt b/gfe-db/pipeline/functions/invoke_lcm/requirements.txt
similarity index 100%
rename from gfe-db/pipeline/functions/invoke_load_concurrency_handler/requirements.txt
rename to gfe-db/pipeline/functions/invoke_lcm/requirements.txt
diff --git a/gfe-db/pipeline/functions/invoke_load_concurrency_handler/sns-event.json b/gfe-db/pipeline/functions/invoke_lcm/sns-event.json
similarity index 100%
rename from gfe-db/pipeline/functions/invoke_load_concurrency_handler/sns-event.json
rename to gfe-db/pipeline/functions/invoke_lcm/sns-event.json

From 6e26a4bd7c402bed1829d848b8d14a3053d6e9af Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 27 Jan 2024 20:24:29 -0800
Subject: [PATCH 295/367] receive message from SQS for LCM state machine

---
 .../functions/lcm_receive_message/__init__.py |  0
 .../functions/lcm_receive_message/app.py      | 58 +++++++++++++++++++
 .../lcm_receive_message/requirements.txt      |  0
 .../lcm_receive_message/sns-event.json        | 22 +++++++
 4 files changed, 80 insertions(+)
 create mode 100644 gfe-db/pipeline/functions/lcm_receive_message/__init__.py
 create mode 100644 gfe-db/pipeline/functions/lcm_receive_message/app.py
 create mode 100644 gfe-db/pipeline/functions/lcm_receive_message/requirements.txt
 create mode 100644 gfe-db/pipeline/functions/lcm_receive_message/sns-event.json

diff --git a/gfe-db/pipeline/functions/lcm_receive_message/__init__.py b/gfe-db/pipeline/functions/lcm_receive_message/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/gfe-db/pipeline/functions/lcm_receive_message/app.py b/gfe-db/pipeline/functions/lcm_receive_message/app.py
new file mode 100644
index 00000000..68d03377
--- /dev/null
+++ b/gfe-db/pipeline/functions/lcm_receive_message/app.py
@@ -0,0 +1,58 @@
+"""This function is invoked through by the LoadConcurrencyManager state machine when it is triggered by the GfeDbLoadQueueHasMessagesAlarm.
+It polls the GfeDbLoadQueue for messages and invokes the LoadNeo4j state machine for each message. If no messages are found the state machine will check the alarm status
+and repeat the polling process until the alarm is in OK state.
+"""
+
+import os
+if __name__ != "app":
+    import sys
+
+    # for dev, local path to gfe-db modules
+    # ./gfe-db/pipeline/lambda_layers/gfe_db_models (use absolute path)
+    sys.path.append(os.environ["GFEDBMODELS_PATH"])
+
+import logging
+import json
+from gfedbmodels.constants import (
+    session,
+    database)
+
+# set up logging
+logger = logging.getLogger()
+logger.setLevel(logging.INFO)
+
+# Environment
+APP_NAME = os.environ["APP_NAME"]
+STAGE = os.environ["STAGE"]
+AWS_REGION = os.environ["AWS_REGION"]
+
+# Boto3 Clients
+sqs = session.client("sqs", region_name=AWS_REGION)
+
+# Get SSM Parameters
+gfe_db_load_queue_url = database.params.GfeDbLoadQueueUrl
+
+def lambda_handler(event, context):
+
+    logger.info(json.dumps(event))
+
+    response = sqs.receive_message(
+        QueueUrl=gfe_db_load_queue_url,
+        MaxNumberOfMessages=1
+    )
+
+    if "Messages" in response:
+        message = response["Messages"][0]
+    else:
+        return_msg = "No messages found in GfeDbLoadQueue."
+        logger.info(return_msg)
+        return {}
+    
+    return message
+
+
+if __name__ == "__main__":
+    from pathlib import Path
+
+    event = json.loads((Path(__file__).parent / "sqs-event.json").read_text())
+    lambda_handler(event, "")
diff --git a/gfe-db/pipeline/functions/lcm_receive_message/requirements.txt b/gfe-db/pipeline/functions/lcm_receive_message/requirements.txt
new file mode 100644
index 00000000..e69de29b
diff --git a/gfe-db/pipeline/functions/lcm_receive_message/sns-event.json b/gfe-db/pipeline/functions/lcm_receive_message/sns-event.json
new file mode 100644
index 00000000..069b2bdd
--- /dev/null
+++ b/gfe-db/pipeline/functions/lcm_receive_message/sns-event.json
@@ -0,0 +1,22 @@
+{
+    "Records": [
+        {
+            "EventSource": "aws:sns",
+            "EventVersion": "1.0",
+            "EventSubscriptionArn": "arn:aws:sns:us-east-1:810526023897:nmdpf-gfe-db-database-GfeDbLoadQueueHasMessagesAlarmTopic-aUbhIif9d3xp:38bef3de-863d-4bcb-9fa7-98c3a14009e0",
+            "Sns": {
+                "Type": "Notification",
+                "MessageId": "09bdffd0-3b3f-5a17-9d3f-a1ff59b61b09",
+                "TopicArn": "arn:aws:sns:us-east-1:810526023897:nmdpf-gfe-db-database-GfeDbLoadQueueHasMessagesAlarmTopic-aUbhIif9d3xp",
+                "Subject": "ALARM: \"GfeDbLoadQueueHasMessages\" in US East (N. Virginia)",
+                "Message": "{\"AlarmName\":\"GfeDbLoadQueueHasMessages\",\"AlarmDescription\":\"Alarm when the GfeDbLoadQueue has messages\",\"AWSAccountId\":\"810526023897\",\"AlarmConfigurationUpdatedTimestamp\":\"2024-01-27T01:19:09.671+0000\",\"NewStateValue\":\"ALARM\",\"NewStateReason\":\"Threshold Crossed: 1 datapoint [1.0 (27/01/24 19:57:00)] was greater than the threshold (0.0).\",\"StateChangeTime\":\"2024-01-27T19:58:01.417+0000\",\"Region\":\"US East (N. Virginia)\",\"AlarmArn\":\"arn:aws:cloudwatch:us-east-1:810526023897:alarm:GfeDbLoadQueueHasMessages\",\"OldStateValue\":\"INSUFFICIENT_DATA\",\"OKActions\":[],\"AlarmActions\":[\"arn:aws:sns:us-east-1:810526023897:nmdpf-gfe-db-database-GfeDbLoadQueueHasMessagesAlarmTopic-aUbhIif9d3xp\"],\"InsufficientDataActions\":[],\"Trigger\":{\"Period\":30,\"EvaluationPeriods\":1,\"ComparisonOperator\":\"GreaterThanThreshold\",\"Threshold\":0.0,\"TreatMissingData\":\"\",\"EvaluateLowSampleCountPercentile\":\"\",\"Metrics\":[{\"Id\":\"visible\",\"MetricStat\":{\"Metric\":{\"Dimensions\":[{\"value\":\"nmdpf-gfe-db-database-GfeDbLoadQueue-RLiPEqMuza6m.fifo\",\"name\":\"QueueName\"}],\"MetricName\":\"ApproximateNumberOfMessagesVisible\",\"Namespace\":\"AWS/SQS\"},\"Period\":30,\"Stat\":\"Average\",\"Unit\":\"Count\"},\"ReturnData\":false},{\"Id\":\"notVisible\",\"MetricStat\":{\"Metric\":{\"Dimensions\":[{\"value\":\"nmdpf-gfe-db-database-GfeDbLoadQueue-RLiPEqMuza6m.fifo\",\"name\":\"QueueName\"}],\"MetricName\":\"ApproximateNumberOfMessagesNotVisible\",\"Namespace\":\"AWS/SQS\"},\"Period\":30,\"Stat\":\"Average\",\"Unit\":\"Count\"},\"ReturnData\":false},{\"Expression\":\"visible + notVisible\",\"Id\":\"e1\",\"Label\":\"QueueHasMessages\",\"ReturnData\":true}]}}",
+                "Timestamp": "2024-01-27T19:58:01.469Z",
+                "SignatureVersion": "1",
+                "Signature": "mb3aeSln+mdH4iv+g3CG0d5gRocC3ICjulZXNmZs3J90Sf/E21OvH8/B3wS54wWuH/pVbjxa//Jo/AUXaKGS2rTK8ZgFy+tO579mooYFhmOurKU3wkFHyCRtLLjwvtSvBlf50cYYqSvDN8NwwwJuAH8tXIC4+GSvdAr6BGQxL2S2hfpcEGNtLR02aiy2npWpPjmTVKAAwpwM/jpIWkUdQcG9AMGgTCtHg7iciWlgXhou1821WmT9Ti/HviR8D76im4cQ7Seaj4MoM78J8cI2rkFbNmfdvTpn3pvd64n1katKyBuOH3WWCbIpaSGwWICT92Ey/715UD89NHm+/uLkPQ==",
+                "SigningCertUrl": "https://sns.us-east-1.amazonaws.com/SimpleNotificationService-60eadc530605d63b8e62a523676ef735.pem",
+                "UnsubscribeUrl": "https://sns.us-east-1.amazonaws.com/?Action=Unsubscribe&SubscriptionArn=arn:aws:sns:us-east-1:810526023897:nmdpf-gfe-db-database-GfeDbLoadQueueHasMessagesAlarmTopic-aUbhIif9d3xp:38bef3de-863d-4bcb-9fa7-98c3a14009e0",
+                "MessageAttributes": {}
+            }
+        }
+    ]
+}
\ No newline at end of file

From 7fcfeff922799d21283304646c328b71cd4d837e Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 27 Jan 2024 20:26:01 -0800
Subject: [PATCH 296/367] Load Concurrency Manager (LCM) basic control loop and
 state machine definition

---
 .../load-concurrency-manager.asl.json         | 67 +++++++++++++++++++
 1 file changed, 67 insertions(+)
 create mode 100644 gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json

diff --git a/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json b/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
new file mode 100644
index 00000000..036fe818
--- /dev/null
+++ b/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
@@ -0,0 +1,67 @@
+{
+  "StartAt": "Receive SQS Message",
+  "States": {
+    "Receive SQS Message": {
+      "Type": "Task",
+      "Resource": "${LcmReceiveMessageFunctionArn}",
+      "ResultPath": "$.sqs",
+      "Next": "Message Received?"
+    },
+    "Message Received?": {
+      "Type": "Choice",
+      "Choices": [
+        {
+          "Variable": "$.sqs.MessageId",
+          "IsPresent": true,
+          "Next": "Execute Load Query"
+        }
+      ],
+      "Default": "Sleep 30"
+    },
+    "Sleep 30": {
+      "Type": "Wait",
+      "Seconds": 30,
+      "Next": "Check Alarm State"
+    },
+    "Execute Load Query": {
+      "Type": "Pass",
+      "Next": "Sync State"
+    },
+    "Sync State": {
+      "Type": "Pass",
+      "Next": "Check Alarm State"
+    },
+    "Check Alarm State": {
+      "Type": "Task",
+      "Resource": "arn:aws:states:::aws-sdk:cloudwatch:describeAlarms",
+      "Parameters": {
+        "AlarmNames": [
+          "${GfeDbLoadQueueHasMessagesAlarmName}"
+        ]
+      },
+      "ResultSelector": {
+        "StateValue.$": "$.MetricAlarms[0].StateValue"
+      },
+      "Next": "Evaluate Alarm State"
+    },
+    "Evaluate Alarm State": {
+      "Type": "Choice",
+      "Choices": [
+        {
+          "Variable": "$.StateValue",
+          "StringMatches": "ALARM",
+          "Next": "Sleep 10"
+        }
+      ],
+      "Default": "Shut Down"
+    },
+    "Sleep 10": {
+      "Type": "Wait",
+      "Seconds": 10,
+      "Next": "Receive SQS Message"
+    },
+    "Shut Down": {
+      "Type": "Succeed"
+    }
+  }
+}
\ No newline at end of file

From ca6edfe910ea46b8179ec25187517b55f26dedde Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 27 Jan 2024 20:27:12 -0800
Subject: [PATCH 297/367] resource configurations for LCM service

---
 gfe-db/database/template.yaml | 17 +++++++
 gfe-db/pipeline/template.yaml | 92 +++++++++++++++++++++++++++++++++--
 2 files changed, 104 insertions(+), 5 deletions(-)

diff --git a/gfe-db/database/template.yaml b/gfe-db/database/template.yaml
index 2597580c..d8963df6 100644
--- a/gfe-db/database/template.yaml
+++ b/gfe-db/database/template.yaml
@@ -158,6 +158,20 @@ Resources:
       # TODO integrate with SNS topic when the alarm returns to OK state
       AlarmActions:
         - !Ref GfeDbLoadQueueHasMessagesAlarmTopic
+  GfeDbLoadQueueHasMessagesAlarmArnParameter:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Type: String
+      Name: !Sub /${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueHasMessagesAlarmArn
+      Description: ARN of GfeDbLoadQueueHasMessagesAlarm
+      Value: !GetAtt GfeDbLoadQueueHasMessagesAlarm.Arn
+  GfeDbLoadQueueHasMessagesAlarmNameParameter:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Type: String
+      Name: !Sub /${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueHasMessagesAlarmName
+      Description: Name of GfeDbLoadQueueHasMessagesAlarm
+      Value: !Ref GfeDbLoadQueueHasMessagesAlarm
   # Permissions for the GfeDbLoadQueueHasMessagesAlarm to publish to the GfeDbLoadQueueHasMessagesAlarmTopic
   GfeDbLoadQueueHasMessagesAlarmTopicPolicy:
     Type: AWS::SNS::TopicPolicy
@@ -713,6 +727,9 @@ Resources:
       Value: !Sub |
         {
           "ssm": [
+              "/${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueUrl",
+              "/${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueArn",
+              "/${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueHasMessagesAlarmTopicName",
               "/${AppName}/${Stage}/${AWS::Region}/Neo4jCredentialsSecretArn",
               "/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseSecurityGroupName",
               "/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseInstanceId",
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index e2ef1aff..c8f6747e 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -721,12 +721,12 @@ Resources:
           Properties:
             Queue: !GetAtt GfeDbProcessingQueue.Arn
             BatchSize: 10
-  InvokeLoadConcurrencyHandlerFunction:
+  InvokeLoadConcurrencyManagerFunction:
     Type: AWS::Serverless::Function
     Properties:
-      FunctionName: !Sub ${Stage}-${AppName}-invoke-load-concurrency-handler
+      FunctionName: !Sub ${Stage}-${AppName}-invoke-lcm
       Description: !Sub Invoke the Load Concurrency Handler for ${Stage}-${AppName}
-      CodeUri: functions/invoke_load_concurrency_handler/
+      CodeUri: functions/invoke_load_concurrency_manager/
       Handler: app.lambda_handler
       Runtime: python3.10
       Layers:
@@ -754,8 +754,7 @@ Resources:
               Action:
                 - states:StartExecution
               Resource:
-                # - !GetAtt UpdatePipelineStateMachine.Arn
-                - "*"
+                - !GetAtt LoadConcurrencyManagerStateMachine.Arn
       Events:
         GfeDbLoadQueueHasMessagesAlarmTopicTrigger:
           Type: SNS
@@ -918,6 +917,73 @@ Resources:
                 - "events:DescribeRule"
               Resource: 
                 - !Sub 'arn:aws:events:${AWS::Region}:${AWS::AccountId}:rule/StepFunctionsGetEventsForBatchJobsRule'
+  LoadConcurrencyManagerStateMachine:
+    Type: AWS::Serverless::StateMachine
+    Properties:
+      DefinitionUri: statemachines/load-concurrency-manager.asl.json
+      DefinitionSubstitutions:
+        LcmReceiveMessageFunctionArn: !GetAtt LcmReceiveMessageFunction.Arn
+        GfeDbLoadQueueHasMessagesAlarmName: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueHasMessagesAlarmName}}"
+      Policies:
+        - LambdaInvokePolicy:
+            FunctionName: !Ref LcmReceiveMessageFunction
+        - Version: "2012-10-17"
+          Statement:
+            - Effect: Allow
+              Action:
+                - logs:CreateLogDelivery
+                - logs:GetLogDelivery
+                - logs:UpdateLogDelivery
+                - logs:DeleteLogDelivery
+                - logs:ListLogDeliveries
+                - logs:PutResourcePolicy
+                - logs:DescribeResourcePolicies
+                - logs:DescribeLogGroups
+              Resource:
+                - "*"
+        - Version: "2012-10-17"
+          Statement:
+            - Effect: Allow
+              Action:
+                - cloudwatch:DescribeAlarms
+              Resource:
+                - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueHasMessagesAlarmArn}}'
+      Logging:
+        Destinations:
+          - CloudWatchLogsLogGroup:
+              LogGroupArn: !GetAtt LoadConcurrencyManagerLogGroup.Arn
+        IncludeExecutionData: true
+        Level: ALL
+  LcmReceiveMessageFunction:
+    Type: AWS::Serverless::Function
+    Properties:
+      FunctionName: !Sub ${Stage}-${AppName}-lcm-receive-message
+      Description: !Sub Receive messages from the GfeDbLoadQueue for ${Stage}-${AppName}
+      CodeUri: functions/lcm_receive_message/
+      Handler: app.lambda_handler
+      Runtime: python3.10
+      Layers:
+        - !Ref GfeDbModelsLayer
+      MemorySize: 128
+      Timeout: 60
+      Architectures:
+        - x86_64
+      Environment:
+        Variables:
+          APP_NAME: !Ref AppName
+          STAGE: !Ref Stage
+      Policies:
+        - AWSLambdaBasicExecutionRole
+        - SQSPollerPolicy:
+            QueueName: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueName}}"
+        - Version: "2012-10-17"
+          Statement:
+            - Effect: Allow
+              Action:
+                - ssm:GetParameters
+                - ssm:GetParameter
+              Resource:
+                - !Sub arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*
   InvokeLoadScriptFunction:
     Type: AWS::Serverless::Function
     Properties:
@@ -1015,6 +1081,7 @@ Resources:
     DeletionPolicy: Delete
     Properties:
       LogGroupName: !Sub ${Stage}-${AppName}-pipeline-execution-logs
+      RetentionInDays: 7
   UpdatePipelineStateMachineArnParameter:
     Type: AWS::SSM::Parameter
     Properties:
@@ -1087,6 +1154,20 @@ Resources:
       ComparisonOperator: GreaterThanThreshold
       Threshold: 0
       EvaluationPeriods: 1
+  LoadConcurrencyManagerLogGroup:
+    Type: AWS::Logs::LogGroup
+    UpdateReplacePolicy: Delete
+    DeletionPolicy: Delete
+    Properties:
+      LogGroupName: !Sub ${Stage}-${AppName}-load-concurrency-manager-execution-logs
+      RetentionInDays: 7
+  LoadConcurrencyManagerStateMachineArnParameter:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Type: String
+      Name: !Sub /${AppName}/${Stage}/${AWS::Region}/LoadConcurrencyManagerStateMachineArn
+      Description: !Sub 'ARN of ${Stage}-${AppName} load concurrency handler state machine'
+      Value: !GetAtt LoadConcurrencyManagerStateMachine.Arn
   DisableBackupFunction:
     Type: AWS::Serverless::Function
     Properties:
@@ -1252,6 +1333,7 @@ Resources:
               "/${AppName}/${Stage}/${AWS::Region}/GfeDbExecutionResultTopicArn",
               "/${AppName}/${Stage}/${AWS::Region}/LoadReleaseActivityArn",
               "/${AppName}/${Stage}/${AWS::Region}/UpdatePipelineStateMachineArn",
+              "/${AppName}/${Stage}/${AWS::Region}/LoadConcurrencyManagerStateMachineArn",
               "/${AppName}/${Stage}/${AWS::Region}/Neo4jLoadQueryDocumentName",
               "/${AppName}/${Stage}/${AWS::Region}/DatabaseSyncScriptsDocumentName"
           ],

From 912ac16ade623c4e40fb0dc490413710c45ad49f Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 27 Jan 2024 20:27:54 -0800
Subject: [PATCH 298/367] fix SAM rejecting large template

---
 gfe-db/pipeline/Makefile | 1 +
 1 file changed, 1 insertion(+)

diff --git a/gfe-db/pipeline/Makefile b/gfe-db/pipeline/Makefile
index 024d660e..c089bee1 100644
--- a/gfe-db/pipeline/Makefile
+++ b/gfe-db/pipeline/Makefile
@@ -25,6 +25,7 @@ service.functions.deploy:
 		--no-fail-on-empty-changeset \
 		--region "$${AWS_REGION}" \
 		--template-file packaged.yaml \
+		--resolve-s3 \
 		--stack-name "$${STAGE}-$${APP_NAME}-${SERVICE}" \
 		--tags stage="$${STAGE}" app="$${APP_NAME}" service="${SERVICE}" branch="$$(git branch --show-current)" commit=$$(git rev-parse HEAD) \
 		--capabilities CAPABILITY_IAM \

From ee85f6fc9fa8750d1e88c58be8ed7906fd6ac1cc Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 27 Jan 2024 20:43:49 -0800
Subject: [PATCH 299/367] minor changes, comments and clean up

---
 gfe-db/database/scripts/start_task.sh         |    2 +-
 gfe-db/database/template.yaml                 |    5 +-
 gfe-db/infrastructure/template.yaml           |    5 -
 gfe-db/pipeline/config/execution-state.json   | 1128 ++++++++---------
 gfe-db/pipeline/config/source-config.json     |    4 +-
 gfe-db/pipeline/functions/invoke_lcm/app.py   |   24 +-
 .../functions/lcm_receive_message/app.py      |    7 +-
 gfe-db/pipeline/jobs/build/run.sh             |    2 +
 .../build-release-job-fragment.asl.json       |   27 -
 .../statemachines/pipeline-input.json         |   14 -
 .../pipeline/statemachines/pipeline.asl.json  |  236 ----
 gfe-db/pipeline/template.yaml                 |  105 +-
 12 files changed, 614 insertions(+), 945 deletions(-)
 delete mode 100644 gfe-db/pipeline/statemachines/build-release-job-fragment.asl.json
 delete mode 100644 gfe-db/pipeline/statemachines/pipeline-input.json
 delete mode 100644 gfe-db/pipeline/statemachines/pipeline.asl.json

diff --git a/gfe-db/database/scripts/start_task.sh b/gfe-db/database/scripts/start_task.sh
index 0ddb99c4..4d017bc6 100644
--- a/gfe-db/database/scripts/start_task.sh
+++ b/gfe-db/database/scripts/start_task.sh
@@ -1,7 +1,7 @@
 #!/bin/bash -x
 
 # Exit immediately if a command exits with a non-zero status
-set -ex
+set -e
 
 # get APP_NAME and STAGE from arguments
 APP_NAME=$1
diff --git a/gfe-db/database/template.yaml b/gfe-db/database/template.yaml
index d8963df6..5fcae290 100644
--- a/gfe-db/database/template.yaml
+++ b/gfe-db/database/template.yaml
@@ -76,12 +76,13 @@ Resources:
     DeletionPolicy: Delete
     Properties:
       FifoQueue: true
+      # TODO change visibility timeout when message is received
       VisibilityTimeout: 43200 # max 12 hours (longest load is 7hr 8 min), how long a message is invisible after being received by a consumer
       MessageRetentionPeriod: 1209600
       ReceiveMessageWaitTimeSeconds: 0 # Short polling can be used since there is 1 consumer
       RedrivePolicy:
         deadLetterTargetArn: !GetAtt GfeDbLoadDeadLetterQueue.Arn
-        maxReceiveCount: 1 # Can only fail once before going to dead letter queue
+        maxReceiveCount: 1
   GfeDbLoadDeadLetterQueue:
     Type: AWS::SQS::Queue
     UpdateReplacePolicy: Delete
@@ -155,7 +156,6 @@ Resources:
       ComparisonOperator: GreaterThanThreshold
       Threshold: 0
       EvaluationPeriods: 1
-      # TODO integrate with SNS topic when the alarm returns to OK state
       AlarmActions:
         - !Ref GfeDbLoadQueueHasMessagesAlarmTopic
   GfeDbLoadQueueHasMessagesAlarmArnParameter:
@@ -172,7 +172,6 @@ Resources:
       Name: !Sub /${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueHasMessagesAlarmName
       Description: Name of GfeDbLoadQueueHasMessagesAlarm
       Value: !Ref GfeDbLoadQueueHasMessagesAlarm
-  # Permissions for the GfeDbLoadQueueHasMessagesAlarm to publish to the GfeDbLoadQueueHasMessagesAlarmTopic
   GfeDbLoadQueueHasMessagesAlarmTopicPolicy:
     Type: AWS::SNS::TopicPolicy
     Properties:
diff --git a/gfe-db/infrastructure/template.yaml b/gfe-db/infrastructure/template.yaml
index 38d5a2af..30fbbf83 100644
--- a/gfe-db/infrastructure/template.yaml
+++ b/gfe-db/infrastructure/template.yaml
@@ -43,15 +43,11 @@ Parameters:
 Conditions:
   # Important: All stacks (infra, database, pipeline) should use the same conditions
   CreateVpc: !Equals [!Ref createVpc, "true"]
-  # CreateVpcPublic: !And [!Equals [!Ref createVpc, 'true'], !Equals [!Ref usePrivateSubnet, 'false']]
   CreateVpcPrivate:
     !And [
       !Equals [!Ref createVpc, "true"],
       !Equals [!Ref usePrivateSubnet, "true"],
     ]
-  # UseExternalVpc: !Equals [!Ref createVpc, 'false']
-  # UseExternalVpcPublic: !And [!Equals [!Ref createVpc, 'false'], !Equals [!Ref usePrivateSubnet, 'false']]
-  # UseExternalVpcPrivate: !And [!Equals [!Ref createVpc, 'false'], !Equals [!Ref usePrivateSubnet, 'true']]
   UsePrivateSubnet: !Equals [!Ref usePrivateSubnet, "true"]
   UsePrivateSubnetDeployNatGateway:
     !And [
@@ -59,7 +55,6 @@ Conditions:
       !Equals [!Ref deployNatGateway, "true"],
     ]
   UsePublicSubnet: !Equals [!Ref usePrivateSubnet, "false"]
-  # UseExternalNatGateway: !Equals [!Ref deployNatGateway, 'false']
 
 Mappings:
   # AvailabilityZoneMap defines availability zones where an m5d.xlarge instance is available (used for Neo4j server).
diff --git a/gfe-db/pipeline/config/execution-state.json b/gfe-db/pipeline/config/execution-state.json
index 9d91b25f..4152e4e2 100644
--- a/gfe-db/pipeline/config/execution-state.json
+++ b/gfe-db/pipeline/config/execution-state.json
@@ -1,8 +1,8 @@
 {
-    "created_utc": "2024-01-24T21:15:59.722Z",
+    "created_utc": "2024-01-26T19:18:26.296Z",
     "items": [
         {
-            "created_utc": "2024-01-24T21:15:59.722Z",
+            "created_utc": "2024-01-26T19:18:26.296Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -20,7 +20,7 @@
             }
         },
         {
-            "created_utc": "2024-01-24T21:15:59.722Z",
+            "created_utc": "2024-01-26T19:18:26.296Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -38,7 +38,7 @@
             }
         },
         {
-            "created_utc": "2024-01-24T21:15:59.722Z",
+            "created_utc": "2024-01-26T19:18:26.296Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -56,7 +56,7 @@
             }
         },
         {
-            "created_utc": "2024-01-24T21:15:59.722Z",
+            "created_utc": "2024-01-26T19:18:26.296Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -74,7 +74,7 @@
             }
         },
         {
-            "created_utc": "2024-01-24T21:15:59.722Z",
+            "created_utc": "2024-01-26T19:18:26.296Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -92,7 +92,7 @@
             }
         },
         {
-            "created_utc": "2024-01-24T21:15:59.722Z",
+            "created_utc": "2024-01-26T19:18:26.296Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -110,7 +110,7 @@
             }
         },
         {
-            "created_utc": "2024-01-24T21:15:59.722Z",
+            "created_utc": "2024-01-26T19:18:26.296Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -128,7 +128,7 @@
             }
         },
         {
-            "created_utc": "2024-01-24T21:15:59.722Z",
+            "created_utc": "2024-01-26T19:18:26.296Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -146,7 +146,7 @@
             }
         },
         {
-            "created_utc": "2024-01-24T21:15:59.722Z",
+            "created_utc": "2024-01-26T19:18:26.296Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -164,7 +164,7 @@
             }
         },
         {
-            "created_utc": "2024-01-24T21:15:59.722Z",
+            "created_utc": "2024-01-26T19:18:26.296Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -182,7 +182,7 @@
             }
         },
         {
-            "created_utc": "2024-01-24T21:15:59.722Z",
+            "created_utc": "2024-01-26T19:18:26.296Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -200,7 +200,7 @@
             }
         },
         {
-            "created_utc": "2024-01-24T21:15:59.722Z",
+            "created_utc": "2024-01-26T19:18:26.296Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -218,7 +218,7 @@
             }
         },
         {
-            "created_utc": "2024-01-24T21:15:59.722Z",
+            "created_utc": "2024-01-26T19:18:26.296Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -236,7 +236,7 @@
             }
         },
         {
-            "created_utc": "2024-01-24T21:15:59.722Z",
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         },
         {
-            "created_utc": "2024-01-24T21:15:59.722Z",
+            "created_utc": "2024-01-26T19:18:26.296Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9704,7 +9704,7 @@
             }
         },
         {
-            "created_utc": "2024-01-24T21:15:59.722Z",
+            "created_utc": "2024-01-26T19:18:26.296Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9722,7 +9722,7 @@
             }
         },
         {
-            "created_utc": "2024-01-24T21:15:59.722Z",
+            "created_utc": "2024-01-26T19:18:26.296Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9740,7 +9740,7 @@
             }
         },
         {
-            "created_utc": "2024-01-24T21:15:59.722Z",
+            "created_utc": "2024-01-26T19:18:26.296Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9758,7 +9758,7 @@
             }
         },
         {
-            "created_utc": "2024-01-24T21:15:59.722Z",
+            "created_utc": "2024-01-26T19:18:26.296Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9776,7 +9776,7 @@
             }
         },
         {
-            "created_utc": "2024-01-24T21:15:59.722Z",
+            "created_utc": "2024-01-26T19:18:26.296Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9794,7 +9794,7 @@
             }
         },
         {
-            "created_utc": "2024-01-24T21:15:59.722Z",
+            "created_utc": "2024-01-26T19:18:26.296Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9812,7 +9812,7 @@
             }
         },
         {
-            "created_utc": "2024-01-24T21:15:59.722Z",
+            "created_utc": "2024-01-26T19:18:26.296Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9830,7 +9830,7 @@
             }
         },
         {
-            "created_utc": "2024-01-24T21:15:59.722Z",
+            "created_utc": "2024-01-26T19:18:26.296Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9848,7 +9848,7 @@
             }
         },
         {
-            "created_utc": "2024-01-24T21:15:59.722Z",
+            "created_utc": "2024-01-26T19:18:26.296Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9866,7 +9866,7 @@
             }
         },
         {
-            "created_utc": "2024-01-24T21:15:59.722Z",
+            "created_utc": "2024-01-26T19:18:26.296Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9884,7 +9884,7 @@
             }
         },
         {
-            "created_utc": "2024-01-24T21:15:59.722Z",
+            "created_utc": "2024-01-26T19:18:26.296Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9902,7 +9902,7 @@
             }
         },
         {
-            "created_utc": "2024-01-24T21:15:59.722Z",
+            "created_utc": "2024-01-26T19:18:26.296Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9920,7 +9920,7 @@
             }
         },
         {
-            "created_utc": "2024-01-24T21:15:59.722Z",
+            "created_utc": "2024-01-26T19:18:26.296Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9938,7 +9938,7 @@
             }
         },
         {
-            "created_utc": "2024-01-24T21:15:59.722Z",
+            "created_utc": "2024-01-26T19:18:26.296Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9956,7 +9956,7 @@
             }
         },
         {
-            "created_utc": "2024-01-24T21:15:59.722Z",
+            "created_utc": "2024-01-26T19:18:26.296Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9974,7 +9974,7 @@
             }
         },
         {
-            "created_utc": "2024-01-24T21:15:59.722Z",
+            "created_utc": "2024-01-26T19:18:26.296Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -9992,7 +9992,7 @@
             }
         },
         {
-            "created_utc": "2024-01-24T21:15:59.722Z",
+            "created_utc": "2024-01-26T19:18:26.296Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10010,7 +10010,7 @@
             }
         },
         {
-            "created_utc": "2024-01-24T21:15:59.722Z",
+            "created_utc": "2024-01-26T19:18:26.296Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10028,7 +10028,7 @@
             }
         },
         {
-            "created_utc": "2024-01-24T21:15:59.722Z",
+            "created_utc": "2024-01-26T19:18:26.296Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10046,7 +10046,7 @@
             }
         },
         {
-            "created_utc": "2024-01-24T21:15:59.722Z",
+            "created_utc": "2024-01-26T19:18:26.296Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10064,7 +10064,7 @@
             }
         },
         {
-            "created_utc": "2024-01-24T21:15:59.722Z",
+            "created_utc": "2024-01-26T19:18:26.296Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10082,7 +10082,7 @@
             }
         },
         {
-            "created_utc": "2024-01-24T21:15:59.722Z",
+            "created_utc": "2024-01-26T19:18:26.296Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10100,7 +10100,7 @@
             }
         },
         {
-            "created_utc": "2024-01-24T21:15:59.722Z",
+            "created_utc": "2024-01-26T19:18:26.296Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10118,7 +10118,7 @@
             }
         },
         {
-            "created_utc": "2024-01-24T21:15:59.722Z",
+            "created_utc": "2024-01-26T19:18:26.296Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
diff --git a/gfe-db/pipeline/config/source-config.json b/gfe-db/pipeline/config/source-config.json
index 758a1646..4a274f5c 100644
--- a/gfe-db/pipeline/config/source-config.json
+++ b/gfe-db/pipeline/config/source-config.json
@@ -1,6 +1,6 @@
 {
-    "created_utc": "2024-01-24T21:15:59.722Z",
-    "updated_utc": "2024-01-24T21:15:59.722Z",
+    "created_utc": "2024-01-26T19:18:26.296Z",
+    "updated_utc": "2024-01-26T19:18:26.296Z",
     "repositories": {
         "ANHIG/IMGTHLA": {
             "owner": "ANHIG",
diff --git a/gfe-db/pipeline/functions/invoke_lcm/app.py b/gfe-db/pipeline/functions/invoke_lcm/app.py
index 43c4dcd7..2a1afcb0 100644
--- a/gfe-db/pipeline/functions/invoke_lcm/app.py
+++ b/gfe-db/pipeline/functions/invoke_lcm/app.py
@@ -21,19 +21,15 @@
     session,
     pipeline)
 
-# set up logging
 logger = logging.getLogger()
 logger.setLevel(logging.INFO)
 
-# Environment
 APP_NAME = os.environ["APP_NAME"]
 STAGE = os.environ["STAGE"]
 AWS_REGION = os.environ["AWS_REGION"]
 
-# Boto3 Clients
 states = session.client("stepfunctions", region_name=AWS_REGION)
 
-# Get SSM Parameters
 update_pipeline_state_machine_arn = pipeline.params.UpdatePipelineStateMachineArn
 lcm_state_machine_arn = pipeline.params.LoadConcurrencyManagerStateMachineArn
 
@@ -43,7 +39,7 @@ def lambda_handler(event, context):
 
     alarm_message = json.loads(event["Records"][0]["Sns"]["Message"])
 
-    # validate the alarm state is IN ALARM
+    # Validate the alarm state is IN ALARM
     state_has_changed = "NewStateValue" in alarm_message
     is_in_alarm = alarm_message["NewStateValue"] == "ALARM"
 
@@ -51,24 +47,18 @@ def lambda_handler(event, context):
 
     if load_queue_has_messages:
 
-        # TODO query the state table for commits with PENDING status
+        # TODO query the state table for commits with PENDING status to get the invocation_id for the LCM's execution_id
 
-        # TODO trigger the Load Concurrency Handler state machine
         timestamp = datetime.now().strftime("%Y%m%d_%H%M%S")
         execution_id = update_pipeline_state_machine_arn.split(":")[-1] + "_" + timestamp
 
         response = states.start_execution(
             stateMachineArn=lcm_state_machine_arn,
-            name=execution_id,
-            # input=json.dumps({}),
-        )
-        pass
-
-    return
-    # return {
-    #     "statusCode": 200,
-    #     "body": json.dumps({"message": return_msg, "execution_arns": execution_arns}),
-    # }
+            name=execution_id        )
+
+    return {
+        "statusCode": 200
+    }
 
 
 if __name__ == "__main__":
diff --git a/gfe-db/pipeline/functions/lcm_receive_message/app.py b/gfe-db/pipeline/functions/lcm_receive_message/app.py
index 68d03377..0efba6ef 100644
--- a/gfe-db/pipeline/functions/lcm_receive_message/app.py
+++ b/gfe-db/pipeline/functions/lcm_receive_message/app.py
@@ -17,19 +17,15 @@
     session,
     database)
 
-# set up logging
 logger = logging.getLogger()
 logger.setLevel(logging.INFO)
 
-# Environment
 APP_NAME = os.environ["APP_NAME"]
 STAGE = os.environ["STAGE"]
 AWS_REGION = os.environ["AWS_REGION"]
 
-# Boto3 Clients
 sqs = session.client("sqs", region_name=AWS_REGION)
 
-# Get SSM Parameters
 gfe_db_load_queue_url = database.params.GfeDbLoadQueueUrl
 
 def lambda_handler(event, context):
@@ -44,8 +40,7 @@ def lambda_handler(event, context):
     if "Messages" in response:
         message = response["Messages"][0]
     else:
-        return_msg = "No messages found in GfeDbLoadQueue."
-        logger.info(return_msg)
+        logger.info("No messages found")
         return {}
     
     return message
diff --git a/gfe-db/pipeline/jobs/build/run.sh b/gfe-db/pipeline/jobs/build/run.sh
index 27e08609..598ec31b 100755
--- a/gfe-db/pipeline/jobs/build/run.sh
+++ b/gfe-db/pipeline/jobs/build/run.sh
@@ -59,6 +59,8 @@ get_asset() {
     fi
 }
 
+# TODO use receive-message from SQS instead environment variables
+# Using environment variables requires a job to deploy for *every* release version
 if [[ -z "${EVENT}" ]]; then
 	echo "No event found. Exiting..."
     exit 1
diff --git a/gfe-db/pipeline/statemachines/build-release-job-fragment.asl.json b/gfe-db/pipeline/statemachines/build-release-job-fragment.asl.json
deleted file mode 100644
index 3b5806a5..00000000
--- a/gfe-db/pipeline/statemachines/build-release-job-fragment.asl.json
+++ /dev/null
@@ -1,27 +0,0 @@
-{
-    "StartAt": "BuildReleaseJob",
-    "States": {
-        "BuildReleaseJob": {
-            "Type": "Task",
-            "Resource": "arn:aws:states:::batch:submitJob.sync",
-            "Next": "ValidateBuildOutput",
-            "Parameters": {
-                "JobDefinition": "${BuildJobDefinition}",
-                "JobName": "${BuildJobName}",
-                "JobQueue": "${BuildJobQueue}",
-                "ContainerOverrides": {
-                    "Environment": [
-                        {
-                            "Name": "EVENT",
-                            "Value.$": "States.JsonToString($)"
-                        }
-                    ]
-                }
-            }
-        },
-        "ValidateBuildOutput": {
-            "Type": "Pass",
-            "End": true
-        }
-    }
-}
\ No newline at end of file
diff --git a/gfe-db/pipeline/statemachines/pipeline-input.json b/gfe-db/pipeline/statemachines/pipeline-input.json
deleted file mode 100644
index c769bbbe..00000000
--- a/gfe-db/pipeline/statemachines/pipeline-input.json
+++ /dev/null
@@ -1,14 +0,0 @@
-{
-    "input": {
-      "version": 3450,
-      "commit_sha": "7dc4672795eaea35bd8c7e1fa2ec40cf948fc2fd",
-      "input_parameters": {
-        "align": false,
-        "kir": false,
-        "mem_profile": false,
-        "limit": 100
-      },
-      "s3_path": "s3://dev-gfe-db-810526023897-us-east-1/data/3450",
-      "receipt_handle": "AQEBKx2iFmUmIw6N+VAB44IWSkAD+m0H+YBFuLPdX5gKj7xuoa4uu5O5gaaQkFJypv730xfaKVF9mvy2WxPxIRgyMyk24ru+zjAF9ueOblMEwpuzrB5BOMDTzlCAS7qP159CAggWr3Y9/BtrNbPqT4A/00qnT6vgSJnbI5+fxqZBUvmvSMZpL1zPYlKmVhmraYXrAXb4fWOMSojPv3E1AyWOGvgbLOt3ckLupWp0jNvJwQGyifD58at3BSyCBZQWMgOJIfMb2/4NjI72QDHY9zsyyplKgLbGPcMJUgOjC0QXlT5N61d/kXW4NlseCc0Tpt/HQ/iUPSfGZlZhECXyWmo407ne/qp2CBB7FtHJfCRmsJZ7+ENVnwKTTSgBGUjksES/Rt0MUlOJsewYh9ly8+7xh3wPelX3e4NuYJHZipLbW6hiYeuQJM9UOE9iK1VtCP7h"
-    }
-  }
\ No newline at end of file
diff --git a/gfe-db/pipeline/statemachines/pipeline.asl.json b/gfe-db/pipeline/statemachines/pipeline.asl.json
deleted file mode 100644
index 7b0c8040..00000000
--- a/gfe-db/pipeline/statemachines/pipeline.asl.json
+++ /dev/null
@@ -1,236 +0,0 @@
-{
-    "StartAt": "Pre-Execution Validation Query",
-    "States": {
-        "Pre-Execution Validation Query": {
-            "Type": "Task",
-            "Resource": "${ExecuteValidationQueriesFunctionArn}",
-            "ResultPath": "$.validations.queries.pre",
-            "Next": "Pre-Execution Backup"
-        },
-        "Pre-Execution Backup": {
-            "Type": "Task",
-            "Resource": "${InvokeBackupScriptFunctionArn}",
-            "ResultPath": "$.backups.pre",
-            "Next": "Build Stage"
-        },
-        "Build Stage": {
-            "Type": "Map",
-            "Next": "Load Stage",
-            "MaxConcurrency": 0,
-            "ItemsPath": "$.input",
-            "ItemSelector": {
-                "input.$": "$$.Map.Item.Value"
-            },
-            "ResultPath": "$.validations.build",
-            "Catch": [
-                {
-                    "ErrorEquals": [
-                        "States.ALL"
-                    ],
-                    "Next": "Execution Failed"
-                }
-            ],
-            "ItemProcessor": {
-                "StartAt": "Check Existing Build",
-                "States": {
-                    "Check Existing Build": {
-                        "Type": "Task",
-                        "Resource": "arn:aws:states:::aws-sdk:s3:listObjects",
-                        "Parameters": {
-                            "Bucket": "${DataBucketName}",
-                            "Prefix.$": "States.Format('data/{}/csv/', $.input.RELEASES)"
-                        },
-                        "ResultPath": "$.check_existing_build",
-                        "Next": "Files Exist?"
-                    },
-                    "Files Exist?": {
-                        "Type": "Choice",
-                        "Choices": [
-                            {
-                                "Variable": "$.check_existing_build.Contents",
-                                "IsPresent": false,
-                                "Next": "Generate CSV files"
-                            }
-                        ],
-                        "Default": "Use Existing Build?"
-                    },
-                    "Use Existing Build?": {
-                        "Type": "Choice",
-                        "Choices": [
-                            {
-                                "Variable": "$.input.USE_EXISTING_BUILD",
-                                "StringEquals": "False",
-                                "Next": "Generate CSV files"
-                            }
-                        ],
-                        "Default": "Validate Build"
-                    },
-                    "Generate CSV files": {
-                        "Type": "Task",
-                        "Resource": "arn:aws:states:::batch:submitJob.sync",
-                        "ResultPath": null,
-                        "Next": "Validate Build",
-                        "Catch": [
-                            {
-                                "ErrorEquals": [
-                                    "States.ALL"
-                                ],
-                                "Next": "Fail Build"
-                            }
-                        ],
-                        "Parameters": {
-                            "JobDefinition": "${BuildJobDefinition}",
-                            "JobName": "${BuildJobName}",
-                            "JobQueue": "${BuildJobQueue}",
-                            "ContainerOverrides": {
-                                "Environment": [
-                                    {
-                                        "Name": "RELEASES",
-                                        "Value.$": "$.input.RELEASES"
-                                    },
-                                    {
-                                        "Name": "ALIGN",
-                                        "Value.$": "$.input.ALIGN"
-                                    },
-                                    {
-                                        "Name": "KIR",
-                                        "Value.$": "$.input.KIR"
-                                    },
-                                    {
-                                        "Name": "MEM_PROFILE",
-                                        "Value.$": "$.input.MEM_PROFILE"
-                                    },
-                                    {
-                                        "Name": "LIMIT",
-                                        "Value.$": "$.input.LIMIT"
-                                    }
-                                ]
-                            }
-                        }
-                    },
-                    "Validate Build": {
-                        "Type": "Task",
-                        "Resource": "${ValidateBuildOutputFunctionArn}",
-                        "Parameters": {
-                            "execution_id.$": "$$.Execution.Id",
-                            "execution_start_time.$": "$$.Execution.StartTime",
-                            "input.$": "$.input"
-                        },
-                        "Next": "Evaluate Payload"
-                    },
-                    "Evaluate Payload": {
-                        "Type": "Choice",
-                        "Choices": [
-                            {
-                                "Variable": "$.is_valid_build",
-                                "BooleanEquals": true,
-                                "Next": "Pass Build"
-                            }
-                        ],
-                        "Default": "Fail Build"
-                    },
-                    "Fail Build": {
-                        "Type": "Pass",
-                        "ResultPath": null,
-                        "End": true
-                    },
-                    "Pass Build": {
-                        "Type": "Pass",
-                        "ResultPath": null,
-                        "End": true
-                    }
-                }
-            }
-        },
-        "Execution Failed": {
-            "Type": "Fail",
-            "Error": "ExecutionFailed",
-            "Cause": "No valid payload was generated"
-        },
-        "Load Stage": {
-            "Type": "Map",
-            "Next": "Post-Execution Validation Query",
-            "MaxConcurrency": 1,
-            "ItemsPath": "$.validations.build",
-            "ResultPath": null,
-            "Iterator": {
-                "StartAt": "Skip Load?",
-                "States": {
-                    "Skip Load?": {
-                        "Type": "Choice",
-                        "Choices": [
-                            {
-                                "Variable": "$.input.SKIP_LOAD",
-                                "StringEquals": "True",
-                                "Next": "Skipped"
-                            }
-                        ],
-                        "Default": "Load Data"
-                    },
-                    "Skipped": {
-                        "Type": "Pass",
-                        "ResultPath": null,
-                        "End": true
-                    },
-                    "Load Data": {
-                        "Type": "Parallel",
-                        "ResultPath": null,
-                        "End": true,
-                        "Branches": [
-                            {
-                                "StartAt": "Invoke Load Script",
-                                "States": {
-                                    "Invoke Load Script": {
-                                        "Type": "Task",
-                                        "Resource": "${InvokeLoadScriptFunctionArn}",
-                                        "InputPath": "$.input",
-                                        "ResultPath": null,
-                                        "End": true
-                                    }
-                                }
-                            },
-                            {
-                                "StartAt": "Load GFEs",
-                                "States": {
-                                    "Load GFEs": {
-                                        "Type": "Task",
-                                        "Resource": "${LoadNeo4jActivityArn}",
-                                        "HeartbeatSeconds": 60,
-                                        "InputPath": "$.input",
-                                        "ResultPath": null,
-                                        "End": true,
-                                        "Catch": [
-                                            {
-                                                "ErrorEquals": [
-                                                    "States.ALL"
-                                                ],
-                                                "Next": "Fail Load"
-                                            }
-                                        ]
-                                    },
-                                    "Fail Load": {
-                                        "Type": "Pass",
-                                        "ResultPath": null,
-                                        "End": true
-                                    }
-                                }
-                            }
-                        ]
-                    }
-                }
-            }
-        },
-        "Post-Execution Validation Query": {
-            "Type": "Task",
-            "Resource": "${ExecuteValidationQueriesFunctionArn}",
-            "ResultPath": "$.validations.queries.post",
-            "Next": "Post-Execution Backup"
-        },
-        "Post-Execution Backup": {
-            "Type": "Task",
-            "Resource": "${InvokeBackupScriptFunctionArn}",
-            "ResultPath": "$.backups.post",
-            "End": true
-        }
-    }
-}
\ No newline at end of file
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index c8f6747e..2ce20736 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -193,6 +193,7 @@ Resources:
                 Resource:
                   - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}"
                   - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketArn}}/*"
+        # TODO separate into specific policies for SecretsManager and SSM
         - PolicyName: !Sub ${Stage}-${AppName}-SecretsPolicy
           PolicyDocument:
             Version: "2012-10-17"
@@ -209,20 +210,6 @@ Resources:
                 # TODO tighten permissions
                 Resource: 
                   - !Sub 'arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*'
-        # - PolicyName: !Sub '${Stage}-${AppName}-SQSPolicy'
-        #   PolicyDocument:
-        #     Version: '2012-10-17' 
-        #     Statement:
-        #       - Effect: Allow
-        #         Action:
-        #           - "sqs:GetQueueAttributes"
-        #           - "sqs:SendMessageBatch"
-        #           - "sqs:SendMessage"
-        #           - "sqs:ReceiveMessage"
-        #           - "sqs:DeleteMessage"
-        #         Resource:
-        #           - !GetAtt FailedAllelesQueue.Arn
-
   BuildJobDefinition:
     Type: AWS::Batch::JobDefinition
     Properties:
@@ -662,7 +649,6 @@ Resources:
                 - dynamodb:PutItem
                 - dynamodb:UpdateItem
               Resource: !GetAtt GfeDbExecutionStateTable.Arn
-      # Create EventBridge rule to trigger the function if a step functions execution is aborted
       Events:
         StepFunctionsExecutionAborted:
           Type: EventBridgeRule
@@ -760,24 +746,6 @@ Resources:
           Type: SNS
           Properties:
             Topic: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueHasMessagesAlarmTopicName}}"
-  # # TODO replace with an alarm for all lambda functions in the deployment
-  # InvokeLoadScriptFunctionAlarm:
-  #   Type: AWS::CloudWatch::Alarm
-  #   Properties:
-  #     AlarmDescription: !Sub Alarm for ${InvokeLoadScriptFunction} function errors
-  #     ActionsEnabled: true
-  #     AlarmActions:
-  #       - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn}}"
-  #     MetricName: Errors
-  #     Namespace: AWS/Lambda
-  #     Statistic: Sum
-  #     Period: 86400
-  #     EvaluationPeriods: 1
-  #     Threshold: 1
-  #     ComparisonOperator: GreaterThanOrEqualToThreshold
-  #     Dimensions:
-  #       - Name: FunctionName
-  #         Value: !Ref InvokeLoadScriptFunction
   ValidateBuildOutputFunction:
     Type: AWS::Serverless::Function
     Properties:
@@ -1028,42 +996,40 @@ Resources:
       Name: !Sub /${AppName}/${Stage}/${AWS::Region}/GfeDbExecutionResultTopicArn
       Description: !Sub ARN for ${AppName} Data Pipeline Errors SNS topic
       Value: !Ref GfeDbExecutionResultTopic
-
-  # Dev queue, subscription and policy to receive SNS messages from the GfeDbExecutionResultTopic with bash script
-  GfeDbExecutionResultDevQueue:
-    Type: AWS::SQS::Queue
-    UpdateReplacePolicy: Delete
-    DeletionPolicy: Delete
-    Properties:
-      VisibilityTimeout: 30
-      MessageRetentionPeriod: 1209600
-      ReceiveMessageWaitTimeSeconds: 20
-  GfeDbExecutionResultTopicSubscription:
-    Type: AWS::SNS::Subscription
-    Properties:
-      Endpoint: !GetAtt GfeDbExecutionResultDevQueue.Arn
-      Protocol: sqs
-      TopicArn: !Ref GfeDbExecutionResultTopic
-      RawMessageDelivery: true
-  GfeDbExecutionResultDevQueuePolicy:
-    Type: AWS::SQS::QueuePolicy
-    Properties:
-      Queues:
-        - !Ref GfeDbExecutionResultDevQueue
-      PolicyDocument:
-        Version: "2012-10-17"
-        Statement:
-          - Sid: AllowSNS
-            Effect: Allow
-            Principal:
-              AWS: "*"
-            Action:
-              - sqs:SendMessage
-            Resource: !GetAtt GfeDbExecutionResultDevQueue.Arn
-            Condition:
-              ArnEquals:
-                aws:SourceArn: !Ref GfeDbExecutionResultTopic
-
+  # # These resources make it possible to fetch the notifications sent during Update Pipeline executions
+  # GfeDbExecutionResultDevQueue:
+  #   Type: AWS::SQS::Queue
+  #   UpdateReplacePolicy: Delete
+  #   DeletionPolicy: Delete
+  #   Properties:
+  #     VisibilityTimeout: 30
+  #     MessageRetentionPeriod: 1209600
+  #     ReceiveMessageWaitTimeSeconds: 20
+  # GfeDbExecutionResultTopicSubscription:
+  #   Type: AWS::SNS::Subscription
+  #   Properties:
+  #     Endpoint: !GetAtt GfeDbExecutionResultDevQueue.Arn
+  #     Protocol: sqs
+  #     TopicArn: !Ref GfeDbExecutionResultTopic
+  #     RawMessageDelivery: true
+  # GfeDbExecutionResultDevQueuePolicy:
+  #   Type: AWS::SQS::QueuePolicy
+  #   Properties:
+  #     Queues:
+  #       - !Ref GfeDbExecutionResultDevQueue
+  #     PolicyDocument:
+  #       Version: "2012-10-17"
+  #       Statement:
+  #         - Sid: AllowSNS
+  #           Effect: Allow
+  #           Principal:
+  #             AWS: "*"
+  #           Action:
+  #             - sqs:SendMessage
+  #           Resource: !GetAtt GfeDbExecutionResultDevQueue.Arn
+  #           Condition:
+  #             ArnEquals:
+  #               aws:SourceArn: !Ref GfeDbExecutionResultTopic
   LoadReleaseActivity:
     Type: AWS::StepFunctions::Activity
     Properties:
@@ -1330,7 +1296,6 @@ Resources:
               "/${AppName}/${Stage}/${AWS::Region}/BuildJobQueueArn",
               "/${AppName}/${Stage}/${AWS::Region}/BuildServiceRepositoryName",
               "/${AppName}/${Stage}/${AWS::Region}/GfeDbProcessingQueueUrl",
-              "/${AppName}/${Stage}/${AWS::Region}/GfeDbExecutionResultTopicArn",
               "/${AppName}/${Stage}/${AWS::Region}/LoadReleaseActivityArn",
               "/${AppName}/${Stage}/${AWS::Region}/UpdatePipelineStateMachineArn",
               "/${AppName}/${Stage}/${AWS::Region}/LoadConcurrencyManagerStateMachineArn",

From 8e3e913251d17dc0f7610131abfe000bd55b6444 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 28 Jan 2024 12:26:59 -0800
Subject: [PATCH 300/367] increase message visibility timeout for processing

---
 gfe-db/database/template.yaml                 |  4 ++--
 .../functions/lcm_receive_message/app.py      | 19 ++++++++++++----
 .../functions/lcm_receive_message/event.json  |  1 +
 .../lcm_receive_message/sns-event.json        | 22 -------------------
 4 files changed, 18 insertions(+), 28 deletions(-)
 create mode 100644 gfe-db/pipeline/functions/lcm_receive_message/event.json
 delete mode 100644 gfe-db/pipeline/functions/lcm_receive_message/sns-event.json

diff --git a/gfe-db/database/template.yaml b/gfe-db/database/template.yaml
index 5fcae290..a4fc9ec0 100644
--- a/gfe-db/database/template.yaml
+++ b/gfe-db/database/template.yaml
@@ -77,7 +77,7 @@ Resources:
     Properties:
       FifoQueue: true
       # TODO change visibility timeout when message is received
-      VisibilityTimeout: 43200 # max 12 hours (longest load is 7hr 8 min), how long a message is invisible after being received by a consumer
+      VisibilityTimeout: 60
       MessageRetentionPeriod: 1209600
       ReceiveMessageWaitTimeSeconds: 0 # Short polling can be used since there is 1 consumer
       RedrivePolicy:
@@ -89,7 +89,7 @@ Resources:
     DeletionPolicy: Delete
     Properties:
       FifoQueue: true
-      VisibilityTimeout: 43200
+      VisibilityTimeout: 60
       MessageRetentionPeriod: 1209600
       ReceiveMessageWaitTimeSeconds: 10
   GfeDbLoadQueueUrlParameter:
diff --git a/gfe-db/pipeline/functions/lcm_receive_message/app.py b/gfe-db/pipeline/functions/lcm_receive_message/app.py
index 0efba6ef..b25a66ed 100644
--- a/gfe-db/pipeline/functions/lcm_receive_message/app.py
+++ b/gfe-db/pipeline/functions/lcm_receive_message/app.py
@@ -32,13 +32,24 @@ def lambda_handler(event, context):
 
     logger.info(json.dumps(event))
 
-    response = sqs.receive_message(
+    res = sqs.receive_message(
         QueueUrl=gfe_db_load_queue_url,
         MaxNumberOfMessages=1
     )
 
-    if "Messages" in response:
-        message = response["Messages"][0]
+    if "Messages" in res:
+        message = res["Messages"][0]
+
+        # Format the message body as json
+        message['Body'] = json.loads(message['Body'])
+
+        # change message visibility to 8 hours
+        sqs.change_message_visibility(
+            QueueUrl=gfe_db_load_queue_url,
+            ReceiptHandle=message["ReceiptHandle"],
+            VisibilityTimeout=28800
+        )
+
     else:
         logger.info("No messages found")
         return {}
@@ -49,5 +60,5 @@ def lambda_handler(event, context):
 if __name__ == "__main__":
     from pathlib import Path
 
-    event = json.loads((Path(__file__).parent / "sqs-event.json").read_text())
+    event = json.loads((Path(__file__).parent / "event.json").read_text())
     lambda_handler(event, "")
diff --git a/gfe-db/pipeline/functions/lcm_receive_message/event.json b/gfe-db/pipeline/functions/lcm_receive_message/event.json
new file mode 100644
index 00000000..9e26dfee
--- /dev/null
+++ b/gfe-db/pipeline/functions/lcm_receive_message/event.json
@@ -0,0 +1 @@
+{}
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/lcm_receive_message/sns-event.json b/gfe-db/pipeline/functions/lcm_receive_message/sns-event.json
deleted file mode 100644
index 069b2bdd..00000000
--- a/gfe-db/pipeline/functions/lcm_receive_message/sns-event.json
+++ /dev/null
@@ -1,22 +0,0 @@
-{
-    "Records": [
-        {
-            "EventSource": "aws:sns",
-            "EventVersion": "1.0",
-            "EventSubscriptionArn": "arn:aws:sns:us-east-1:810526023897:nmdpf-gfe-db-database-GfeDbLoadQueueHasMessagesAlarmTopic-aUbhIif9d3xp:38bef3de-863d-4bcb-9fa7-98c3a14009e0",
-            "Sns": {
-                "Type": "Notification",
-                "MessageId": "09bdffd0-3b3f-5a17-9d3f-a1ff59b61b09",
-                "TopicArn": "arn:aws:sns:us-east-1:810526023897:nmdpf-gfe-db-database-GfeDbLoadQueueHasMessagesAlarmTopic-aUbhIif9d3xp",
-                "Subject": "ALARM: \"GfeDbLoadQueueHasMessages\" in US East (N. Virginia)",
-                "Message": "{\"AlarmName\":\"GfeDbLoadQueueHasMessages\",\"AlarmDescription\":\"Alarm when the GfeDbLoadQueue has messages\",\"AWSAccountId\":\"810526023897\",\"AlarmConfigurationUpdatedTimestamp\":\"2024-01-27T01:19:09.671+0000\",\"NewStateValue\":\"ALARM\",\"NewStateReason\":\"Threshold Crossed: 1 datapoint [1.0 (27/01/24 19:57:00)] was greater than the threshold (0.0).\",\"StateChangeTime\":\"2024-01-27T19:58:01.417+0000\",\"Region\":\"US East (N. Virginia)\",\"AlarmArn\":\"arn:aws:cloudwatch:us-east-1:810526023897:alarm:GfeDbLoadQueueHasMessages\",\"OldStateValue\":\"INSUFFICIENT_DATA\",\"OKActions\":[],\"AlarmActions\":[\"arn:aws:sns:us-east-1:810526023897:nmdpf-gfe-db-database-GfeDbLoadQueueHasMessagesAlarmTopic-aUbhIif9d3xp\"],\"InsufficientDataActions\":[],\"Trigger\":{\"Period\":30,\"EvaluationPeriods\":1,\"ComparisonOperator\":\"GreaterThanThreshold\",\"Threshold\":0.0,\"TreatMissingData\":\"\",\"EvaluateLowSampleCountPercentile\":\"\",\"Metrics\":[{\"Id\":\"visible\",\"MetricStat\":{\"Metric\":{\"Dimensions\":[{\"value\":\"nmdpf-gfe-db-database-GfeDbLoadQueue-RLiPEqMuza6m.fifo\",\"name\":\"QueueName\"}],\"MetricName\":\"ApproximateNumberOfMessagesVisible\",\"Namespace\":\"AWS/SQS\"},\"Period\":30,\"Stat\":\"Average\",\"Unit\":\"Count\"},\"ReturnData\":false},{\"Id\":\"notVisible\",\"MetricStat\":{\"Metric\":{\"Dimensions\":[{\"value\":\"nmdpf-gfe-db-database-GfeDbLoadQueue-RLiPEqMuza6m.fifo\",\"name\":\"QueueName\"}],\"MetricName\":\"ApproximateNumberOfMessagesNotVisible\",\"Namespace\":\"AWS/SQS\"},\"Period\":30,\"Stat\":\"Average\",\"Unit\":\"Count\"},\"ReturnData\":false},{\"Expression\":\"visible + notVisible\",\"Id\":\"e1\",\"Label\":\"QueueHasMessages\",\"ReturnData\":true}]}}",
-                "Timestamp": "2024-01-27T19:58:01.469Z",
-                "SignatureVersion": "1",
-                "Signature": "mb3aeSln+mdH4iv+g3CG0d5gRocC3ICjulZXNmZs3J90Sf/E21OvH8/B3wS54wWuH/pVbjxa//Jo/AUXaKGS2rTK8ZgFy+tO579mooYFhmOurKU3wkFHyCRtLLjwvtSvBlf50cYYqSvDN8NwwwJuAH8tXIC4+GSvdAr6BGQxL2S2hfpcEGNtLR02aiy2npWpPjmTVKAAwpwM/jpIWkUdQcG9AMGgTCtHg7iciWlgXhou1821WmT9Ti/HviR8D76im4cQ7Seaj4MoM78J8cI2rkFbNmfdvTpn3pvd64n1katKyBuOH3WWCbIpaSGwWICT92Ey/715UD89NHm+/uLkPQ==",
-                "SigningCertUrl": "https://sns.us-east-1.amazonaws.com/SimpleNotificationService-60eadc530605d63b8e62a523676ef735.pem",
-                "UnsubscribeUrl": "https://sns.us-east-1.amazonaws.com/?Action=Unsubscribe&SubscriptionArn=arn:aws:sns:us-east-1:810526023897:nmdpf-gfe-db-database-GfeDbLoadQueueHasMessagesAlarmTopic-aUbhIif9d3xp:38bef3de-863d-4bcb-9fa7-98c3a14009e0",
-                "MessageAttributes": {}
-            }
-        }
-    ]
-}
\ No newline at end of file

From 865a806896ff1e3d133191618bdcd752af1dcf62 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 28 Jan 2024 12:27:35 -0800
Subject: [PATCH 301/367] move load states to LCM

---
 .../load-concurrency-manager.asl.json         | 43 +++++++++++++++++--
 .../statemachines/update-pipeline.asl.json    | 28 ++++++------
 gfe-db/pipeline/template.yaml                 | 12 +++---
 3 files changed, 60 insertions(+), 23 deletions(-)

diff --git a/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json b/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
index 036fe818..a1eda325 100644
--- a/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
+++ b/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
@@ -13,7 +13,7 @@
         {
           "Variable": "$.sqs.MessageId",
           "IsPresent": true,
-          "Next": "Execute Load Query"
+          "Next": "Load Stage"
         }
       ],
       "Default": "Sleep 30"
@@ -23,12 +23,47 @@
       "Seconds": 30,
       "Next": "Check Alarm State"
     },
-    "Execute Load Query": {
-      "Type": "Pass",
-      "Next": "Sync State"
+    "Load Stage": {
+        "Type": "Parallel",
+        "OutputPath": "$.[2]",
+        "Next": "Sync State",
+        "Branches": [
+            {
+                "StartAt": "Execute Load Query",
+                "States": {
+                    "Execute Load Query": {
+                        "Type": "Task",
+                        "Resource": "${InvokeLoadScriptFunctionArn}",
+                        "End": true
+                    }
+                }
+            },
+            {
+                "StartAt": "Wait For Load 🕗",
+                "States": {
+                    "Wait For Load 🕗": {
+                        "Type": "Task",
+                        "Resource": "${LoadReleaseActivityArn}",
+                        "InputPath": "$.sqs.Body",
+                        "HeartbeatSeconds": 60,
+                        "ResultPath": null,
+                        "End": true
+                    }
+                }
+            }
+        ]
     },
     "Sync State": {
       "Type": "Pass",
+      "Next": "Delete Message"
+    },
+    "Delete Message": {
+      "Type": "Task",
+      "Resource": "arn:aws:states:::aws-sdk:sqs:deleteMessage",
+        "Parameters": {
+            "QueueUrl.$": "${GfeDbLoadQueueUrl}",
+            "ReceiptHandle.$": "${sqs.ReceiptHandle}"
+        },
       "Next": "Check Alarm State"
     },
     "Check Alarm State": {
diff --git a/gfe-db/pipeline/statemachines/update-pipeline.asl.json b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
index 50c46206..75a5183b 100644
--- a/gfe-db/pipeline/statemachines/update-pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
@@ -352,23 +352,23 @@
                     }
                 },
                 {
-                    "StartAt": "Execute Load Query",
+                    "StartAt": "Queue Load",
                     "States": {
-                        "Execute Load Query": {
+                        "Queue Load": {
                             "Type": "Task",
-                            "Resource": "${InvokeLoadScriptFunctionArn}",
-                            "End": true
-                        }
-                    }
-                },
-                {
-                    "StartAt": "Wait For Load 🕗",
-                    "States": {
-                        "Wait For Load 🕗": {
-                            "Type": "Task",
-                            "Resource": "${LoadReleaseActivityArn}",
-                            "HeartbeatSeconds": 60,
+                            "Resource": "arn:aws:states:::aws-sdk:sqs:sendMessage",
+                              "Parameters": {
+                                "QueueUrl": "${GfeDbLoadQueueUrl}",
+                                "MessageGroupId": "$.input.invocation_id",
+                                "MessageDeduplicationId.$": "$.state.execution.id",
+                                "MessageBody.$": "$"
+                              },
                             "ResultPath": null,
+                            "Next": "Wait for Load to Complete 🕗"
+                        },
+                        "Wait for Load to Complete 🕗": {
+                            "Type": "Wait",
+                            "Seconds": 60,
                             "Next": "Run Validation Query"
                         },
                         "Run Validation Query": {
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 2ce20736..02ad07a7 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -712,7 +712,7 @@ Resources:
     Properties:
       FunctionName: !Sub ${Stage}-${AppName}-invoke-lcm
       Description: !Sub Invoke the Load Concurrency Handler for ${Stage}-${AppName}
-      CodeUri: functions/invoke_load_concurrency_manager/
+      CodeUri: functions/invoke_lcm/
       Handler: app.lambda_handler
       Runtime: python3.10
       Layers:
@@ -824,15 +824,11 @@ Resources:
         BuildJobQueue: !Ref BuildJobQueue
         ExecuteValidationQueriesFunctionArn: !GetAtt ExecuteValidationQueriesFunction.Arn
         EvaluateQueryResultsFunctionArn: !GetAtt EvaluateQueryResultsFunction.Arn
-        LoadReleaseActivityArn: !Ref LoadReleaseActivity
-        InvokeLoadScriptFunctionArn: !GetAtt InvokeLoadScriptFunction.Arn
         FormatResultsFunctionArn: !GetAtt FormatResultsFunction.Arn
         GfeDbLoadQueueUrl: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueUrl}}"
       Policies:
         - LambdaInvokePolicy:
             FunctionName: !Ref GetExecutionStateFunction
-        - LambdaInvokePolicy:
-            FunctionName: !Ref InvokeLoadScriptFunction
         - DynamoDBReadPolicy:
             TableName: !Ref GfeDbExecutionStateTable
         - DynamoDBWritePolicy:
@@ -892,9 +888,15 @@ Resources:
       DefinitionSubstitutions:
         LcmReceiveMessageFunctionArn: !GetAtt LcmReceiveMessageFunction.Arn
         GfeDbLoadQueueHasMessagesAlarmName: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueHasMessagesAlarmName}}"
+        LoadReleaseActivityArn: !Ref LoadReleaseActivity
+        InvokeLoadScriptFunctionArn: !GetAtt InvokeLoadScriptFunction.Arn
       Policies:
         - LambdaInvokePolicy:
             FunctionName: !Ref LcmReceiveMessageFunction
+        - SQSPollerPolicy:
+            QueueName: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueName}}"
+        - LambdaInvokePolicy:
+            FunctionName: !Ref InvokeLoadScriptFunction
         - Version: "2012-10-17"
           Statement:
             - Effect: Allow

From 6c19fa5dbea0b86fc3b61f8602f9a543bdcbaad3 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Tue, 30 Jan 2024 16:54:25 -0800
Subject: [PATCH 302/367] check database status before sending load request

---
 Makefile | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 3832a242..7cd659a0 100644
--- a/Makefile
+++ b/Makefile
@@ -533,6 +533,10 @@ config.deploy:
 	$(MAKE) pipeline.config.deploy
 
 database.load.run: # args: align, kir, limit, releases
+	@res=$$($(MAKE) database.status) && \
+	echo $$res | jq -r '.State' | grep -q 'stopped' && \
+	echo "\033[0;31mERROR: Database is stopped. Please start the database before loading data.\033[0m" && \
+	exit 1 || true
 	@echo "Confirm payload:" && \
 	[ "$$align" ] && align="$$align" || align=false && \
 	[ "$$kir" ] && kir="$$kir" || kir=false && \
@@ -627,7 +631,7 @@ database.restore: #from_path=s3://<backup path>
 
 database.status:
 	@aws ec2 describe-instances | \
-		jq --arg iid "${INSTANCE_ID}" '.Reservations[].Instances[] | (.InstanceId == $$iid) | {InstanceId, InstanceType, "Status": .State.Name, StateTransitionReason, ImageId}'
+		jq --arg iid "${INSTANCE_ID}" '.Reservations[].Instances[] | select(.InstanceId == $$iid) | {InstanceId: .InstanceId, State: .State.Name}'
 
 database.get.endpoint:
 ifeq ($(USE_PRIVATE_SUBNET),true)

From bbdb1cbdbe047a9a3148398964fa505c80f5b49c Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Tue, 30 Jan 2024 16:55:25 -0800
Subject: [PATCH 303/367] update release state from LCM

---
 .../load-concurrency-manager.asl.json         | 54 ++++++++++++++++---
 .../statemachines/update-pipeline.asl.json    |  2 +-
 gfe-db/pipeline/template.yaml                 |  4 ++
 3 files changed, 53 insertions(+), 7 deletions(-)

diff --git a/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json b/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
index a1eda325..484b3e35 100644
--- a/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
+++ b/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
@@ -25,8 +25,16 @@
     },
     "Load Stage": {
         "Type": "Parallel",
-        "OutputPath": "$.[2]",
-        "Next": "Sync State",
+        "OutputPath": "$.[1]",
+        "Catch": [
+            {
+                "ErrorEquals": [
+                    "States.ALL"
+                ],
+                "Next": "Update Status → LOAD_FAILED"
+            }
+        ],
+        "Next": "Update Status → LOAD_COMPLETE",
         "Branches": [
             {
                 "StartAt": "Execute Load Query",
@@ -53,16 +61,50 @@
             }
         ]
     },
+    "Update Status → LOAD_COMPLETE": {
+        "Type": "Pass",
+        "Result": "LOAD_COMPLETE",
+        "ResultPath": "$.sqs.Body.state.execution.status",
+        "Next": "Sync State"
+    },
+    "Update Status → LOAD_FAILED": {
+        "Type": "Pass",
+        "Result": "LOAD_FAILED",
+        "ResultPath": "$.state.execution.status",
+        "Next": "Sync State"
+    },
     "Sync State": {
-      "Type": "Pass",
-      "Next": "Delete Message"
+        "Type": "Task",
+        "Resource": "arn:aws:states:::dynamodb:updateItem",
+        "ResultPath": null,
+        "Next": "Delete Message",
+        "Parameters": {
+            "TableName": "${GfeDbExecutionStateTable}",
+            "Key": {
+                "commit__sha": {
+                    "S.$": "$.sqs.Body.state.execution.commit.sha"
+                },
+                "execution__version": {
+                    "N.$": "States.Format('{}', $.sqs.Body.state.execution.version)"
+                }
+            },
+            "UpdateExpression": "SET execution__status = :status, updated_utc = :updated_utc",
+            "ExpressionAttributeValues": {
+                ":status": {
+                    "S.$": "$.sqs.Body.state.execution.status"
+                },
+                ":updated_utc": {
+                    "S.$": "$$.State.EnteredTime"
+                }
+            }
+        }
     },
     "Delete Message": {
       "Type": "Task",
       "Resource": "arn:aws:states:::aws-sdk:sqs:deleteMessage",
         "Parameters": {
-            "QueueUrl.$": "${GfeDbLoadQueueUrl}",
-            "ReceiptHandle.$": "${sqs.ReceiptHandle}"
+            "QueueUrl": "${GfeDbLoadQueueUrl}",
+            "ReceiptHandle.$": "$.sqs.ReceiptHandle"
         },
       "Next": "Check Alarm State"
     },
diff --git a/gfe-db/pipeline/statemachines/update-pipeline.asl.json b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
index 75a5183b..4c791bcc 100644
--- a/gfe-db/pipeline/statemachines/update-pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
@@ -309,7 +309,7 @@
         },
         "Load Stage": {
             "Type": "Parallel",
-            "OutputPath": "$.[2]",
+            "OutputPath": "$.[1]",
             "Next": "Format Results",
             "Catch": [
                 {
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 02ad07a7..e4ee3c77 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -462,6 +462,7 @@ Resources:
                 - sqs:GetQueueUrl
                 - sqs:GetQueueAttributes
                 - sqs:SendMessageBatch
+              # TODO tighten permissions
               Resource: "*"
         - Version: "2012-10-17"
           Statement:
@@ -890,6 +891,7 @@ Resources:
         GfeDbLoadQueueHasMessagesAlarmName: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueHasMessagesAlarmName}}"
         LoadReleaseActivityArn: !Ref LoadReleaseActivity
         InvokeLoadScriptFunctionArn: !GetAtt InvokeLoadScriptFunction.Arn
+        GfeDbExecutionStateTable: !Ref GfeDbExecutionStateTable
       Policies:
         - LambdaInvokePolicy:
             FunctionName: !Ref LcmReceiveMessageFunction
@@ -897,6 +899,8 @@ Resources:
             QueueName: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueName}}"
         - LambdaInvokePolicy:
             FunctionName: !Ref InvokeLoadScriptFunction
+        - DynamoDBWritePolicy:
+            TableName: !Ref GfeDbExecutionStateTable
         - Version: "2012-10-17"
           Statement:
             - Effect: Allow

From 5cfb60ba7f951530efaa5665c103745275884879 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Wed, 31 Jan 2024 17:00:56 -0800
Subject: [PATCH 304/367] return message to queue if load fails

---
 gfe-db/database/scripts/start_task.sh         |   7 +-
 .../lcm_receive_message/sample-message.json   |  22 ++
 .../gfe_db_models/gfedbmodels/types.py        |   2 +
 .../load-concurrency-manager.asl.json         | 293 ++++++++++--------
 gfe-db/pipeline/template.yaml                 |   1 +
 5 files changed, 192 insertions(+), 133 deletions(-)
 create mode 100644 gfe-db/pipeline/functions/lcm_receive_message/sample-message.json

diff --git a/gfe-db/database/scripts/start_task.sh b/gfe-db/database/scripts/start_task.sh
index 4d017bc6..069a57f8 100644
--- a/gfe-db/database/scripts/start_task.sh
+++ b/gfe-db/database/scripts/start_task.sh
@@ -107,12 +107,15 @@ while true; do
         # TODO get s3 path from step functions payload
         bash load_db.sh $release
         TASK_EXIT_STATUS=$?
-        echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Task exit status: $TASK_EXIT_STATUS"
+
+        # # todo debug state machine error handling
+        # TASK_EXIT_STATUS=1
+        # echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Task exit status: $TASK_EXIT_STATUS"
 
         # Send TaskSuccess token to StepFunctions
         if [[ $TASK_EXIT_STATUS != "0" ]]; then
             status="FAILED"
-            error="$TASK_EXIT_STATUS"
+            error="Non-zero exit code: $TASK_EXIT_STATUS"
             cause="Error on line $LINENO"
             send_result
             kill 0
diff --git a/gfe-db/pipeline/functions/lcm_receive_message/sample-message.json b/gfe-db/pipeline/functions/lcm_receive_message/sample-message.json
new file mode 100644
index 00000000..1ed4d93a
--- /dev/null
+++ b/gfe-db/pipeline/functions/lcm_receive_message/sample-message.json
@@ -0,0 +1,22 @@
+{
+    "Messages": [
+        {
+            "MessageId": "5a33744c-dd4b-4a8a-a55a-8478137b6950",
+            "ReceiptHandle": "AQEBKH6PwnhAzIyXtqD6yujdWq5krcTA4djNX8YjJocCfa3ru3f6OM9OaDT+XkSiwYdetb7vpY3BMYcG3r0dkBIcVErCw7c2pRc//80BNxQDg9O1BeJDuaJeXErnUGOBcd+kZWo6J2JeXpx/gCGtPZH4D+8syJw1iMjolsZAKa+G5DkotBryyNC3JjIwpQb8yDQtLxWUOJCQDiwVLDR4pJfVq7JQwmnQNCKt22IkKE0Lkw/9weRmurMSCcX02LN89qM7CM9QQ62MvdNspfPArWenu6taUpSgn7Dbp/rxcQU6DeOkpYsQyJvG9sMYMth+z5prrDkiudpx6g+Fu49WKsGjyA==",
+            "MD5OfBody": "7a8446e46c789ab29c7b37440c2578dd",
+            "Body": "{\"input\":{\"id\":\"3350_4052371f8d68dc662d8c5b07377d9aebcfccc0b9_20240131_214043\",\"version\":3350,\"invocation_id\":\"ce22a924-9222-438b-b924-ea5e4ff74a43\",\"commit_sha\":\"4052371f8d68dc662d8c5b07377d9aebcfccc0b9\",\"input_parameters\":{\"align\":false,\"kir\":false,\"mem_profile\":false,\"limit\":1000,\"use_existing_build\":true,\"skip_load\":false},\"s3_path\":\"s3://nmdpf-gfe-db-810526023897-us-east-1/data/3350\",\"receipt_handle\":\"AQEBmoT0rR4qSe8UpSq0Z2/PR8ay23vFwO+jBhmh/lvWMiN9gnwLBccRUwhA9f6kG8K268VjPBcTlzZAghWHFYReZaKjU5VIsHfT+ltZcEF71sShsPA0zMDhxHPLTY4lxV3obQgviaFylvO3o1u5gJtPNIC7e70dDnqjpbFnKlfP1JEIH6dfZ2nnxYuyaqbkcN2SOyRkezatp9HQHu+cKGsL2Asom+Mvc1+FNh56SSuVuh5pFQsPkUAHZZ77uUaFTGDfkm2Cb4sCJn2njB8a77xFAZIL9ca07G9GRaAk6xvkoIKdjGvxMrazboVlTlewNZIgKTPBM6d70Et6dlTS6XeUUHdEfa1t3/u1Ux75ssthBC9heV6MXB0kQ+EdDnWVjbuvh+KSGZUR9tgtzGnpL1g6YR/wD90AxBB7g0H2usq8r6X7fXHyF63nDnXj2/39zRf6\"},\"validations\":{\"queries\":{\"pre\":{\"node_counts\":[{\"node\":\"GFE\",\"count\":1000},{\"node\":\"IPD_Accession\",\"count\":1000},{\"node\":\"IPD_Allele\",\"count\":1000},{\"node\":\"Sequence\",\"count\":1000},{\"node\":\"Feature\",\"count\":1087},{\"node\":\"Submitter\",\"count\":1}],\"has_ipd_allele_release_counts\":[{\"release_version\":3350,\"count\":1000}],\"ipd_accession_release_counts\":[{\"release_version\":\"3.35.0\",\"count\":1000}]}},\"check_existing_build\":{\"Contents\":[{\"ETag\":\"\\\"bea92fb773c3300a5bed48d52f654fd2\\\"\",\"Key\":\"data/3350/csv/all_cds.3350.csv\",\"LastModified\":\"2024-01-28T20:10:04Z\",\"Owner\":{\"DisplayName\":\"gclindsey+awstesting\",\"Id\":\"c7bf5cd354a38116b91f478b895cf40889f01091a7d26941d8a367727278b611\"},\"Size\":1182753,\"StorageClass\":\"STANDARD\"},{\"ETag\":\"\\\"11080ce94680a48657e790c1f1496d6e\\\"\",\"Key\":\"data/3350/csv/all_features.3350.csv\",\"LastModified\":\"2024-01-28T20:10:04Z\",\"Owner\":{\"DisplayName\":\"gclindsey+awstesting\",\"Id\":\"c7bf5cd354a38116b91f478b895cf40889f01091a7d26941d8a367727278b611\"},\"Size\":2394539,\"StorageClass\":\"STANDARD\"},{\"ETag\":\"\\\"a55b30240ee5107cd40378acd1bd3d8d\\\"\",\"Key\":\"data/3350/csv/all_groups.3350.csv\",\"LastModified\":\"2024-01-28T20:10:04Z\",\"Owner\":{\"DisplayName\":\"gclindsey+awstesting\",\"Id\":\"c7bf5cd354a38116b91f478b895cf40889f01091a7d26941d8a367727278b611\"},\"Size\":284170,\"StorageClass\":\"STANDARD\"},{\"ETag\":\"\\\"7a84b882607600972a18d6a7954fe757\\\"\",\"Key\":\"data/3350/csv/gfe_sequences.3350.csv\",\"LastModified\":\"2024-01-28T20:10:04Z\",\"Owner\":{\"DisplayName\":\"gclindsey+awstesting\",\"Id\":\"c7bf5cd354a38116b91f478b895cf40889f01091a7d26941d8a367727278b611\"},\"Size\":1710669,\"StorageClass\":\"STANDARD\"}],\"IsTruncated\":false,\"Marker\":\"\",\"MaxKeys\":1000,\"Name\":\"nmdpf-gfe-db-810526023897-us-east-1\",\"Prefix\":\"data/3350/csv/\"},\"build_outputs\":{\"release_version\":3350,\"details\":[{\"schema\":\"all_cds\",\"release\":3350,\"file_path\":\"s3://nmdpf-gfe-db-810526023897-us-east-1/data/3350/csv/all_cds.3350.csv\",\"cols\":[\"gfe_name\",\"bp_seq_id\",\"bp_sequence\",\"aa_seq_id\",\"aa_sequence\"],\"num_rows\":1000,\"created_utc\":\"2024-01-28T20:10:04.000Z\",\"details\":{\"is_valid_csv_filename\":true,\"is_valid_csv_header\":true,\"is_valid_csv_rows\":true},\"num_errors\":0,\"is_valid_csv\":true},{\"schema\":\"all_features\",\"release\":3350,\"file_path\":\"s3://nmdpf-gfe-db-810526023897-us-east-1/data/3350/csv/all_features.3350.csv\",\"cols\":[\"accession\",\"hash_code\",\"locus\",\"rank\",\"sequence\",\"term\",\"gfe_name\",\"allele_id\",\"hla_name\",\"imgt_release\"],\"num_rows\":7728,\"created_utc\":\"2024-01-28T20:10:04.000Z\",\"details\":{\"is_valid_csv_filename\":true,\"is_valid_csv_header\":true,\"is_valid_csv_rows\":true},\"num_errors\":0,\"is_valid_csv\":true},{\"schema\":\"all_groups\",\"release\":3350,\"file_path\":\"s3://nmdpf-gfe-db-810526023897-us-east-1/data/3350/csv/all_groups.3350.csv\",\"cols\":[\"gfe_name\",\"allele_id\",\"hla_name\",\"ard_id\",\"ard_name\",\"locus\",\"imgt_release\"],\"num_rows\":3000,\"created_utc\":\"2024-01-28T20:10:04.000Z\",\"details\":{\"is_valid_csv_filename\":true,\"is_valid_csv_header\":true,\"is_valid_csv_rows\":true},\"num_errors\":0,\"is_valid_csv\":true},{\"schema\":\"gfe_sequences\",\"release\":3350,\"file_path\":\"s3://nmdpf-gfe-db-810526023897-us-east-1/data/3350/csv/gfe_sequences.3350.csv\",\"cols\":[\"gfe_name\",\"acc_name\",\"locus\",\"hla_name\",\"seq_id\",\"sequence\",\"length\",\"imgt_release\"],\"num_rows\":1000,\"created_utc\":\"2024-01-28T20:10:04.000Z\",\"details\":{\"is_valid_csv_filename\":true,\"is_valid_csv_header\":true,\"is_valid_csv_rows\":true},\"num_errors\":0,\"is_valid_csv\":true}],\"errors\":[],\"expected_artifacts\":[\"all_cds.3350.csv\",\"all_features.3350.csv\",\"all_groups.3350.csv\",\"gfe_sequences.3350.csv\"],\"is_valid_build\":true}},\"state\":{\"created_utc\":\"2024-01-26T19:18:26.296Z\",\"updated_utc\":\"2024-01-31T21:40:43.242Z\",\"repository\":{\"owner\":\"ANHIG\",\"name\":\"IMGTHLA\",\"url\":\"https://github.com/ANHIG/IMGTHLA\"},\"commit\":{\"sha\":\"4052371f8d68dc662d8c5b07377d9aebcfccc0b9\",\"date_utc\":\"2019-04-17T09:10:57.000Z\",\"message\":\"Merge pull request #174 from ANHIG/3360\\n\\n3360\",\"html_url\":\"https://github.com/ANHIG/IMGTHLA/commit/4052371f8d68dc662d8c5b07377d9aebcfccc0b9\"},\"execution\":{\"id\":\"3350_4052371f8d68dc662d8c5b07377d9aebcfccc0b9_20240131_214043\",\"invocation_id\":\"ce22a924-9222-438b-b924-ea5e4ff74a43\",\"version\":3350,\"status\":\"LOAD_IN_PROGRESS\",\"input_parameters\":{\"align\":false,\"kir\":false,\"mem_profile\":false,\"limit\":1000,\"use_existing_build\":false,\"skip_load\":false}}}}"
+        }
+    ],
+    "ResponseMetadata": {
+        "RequestId": "6c4359b4-a21e-5508-ab0a-078062b29b45",
+        "HTTPStatusCode": 200,
+        "HTTPHeaders": {
+            "x-amzn-requestid": "6c4359b4-a21e-5508-ab0a-078062b29b45",
+            "date": "Wed, 31 Jan 2024 21:41:00 GMT",
+            "content-type": "text/xml",
+            "content-length": "8459",
+            "connection": "keep-alive"
+        },
+        "RetryAttempts": 0
+    }
+}
\ No newline at end of file
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
index 0bb01408..0c35fce4 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
@@ -30,6 +30,7 @@ class ExecutionStatus(str, Enum):
     BUILD_SUCCESS = "BUILD_SUCCESS"
     BUILD_FAILED = "BUILD_FAILED"
     LOAD_IN_PROGRESS = "LOAD_IN_PROGRESS"
+    LOAD_COMPLETE = "LOAD_COMPLETE"
     LOAD_SUCCESS = "LOAD_SUCCESS"
     LOAD_FAILED = "LOAD_FAILED"
     LOAD_SKIPPED = "LOAD_SKIPPED"
@@ -193,6 +194,7 @@ class ExecutionDetailsConfig(BaseModel):
     date_utc: Optional[str] = None
     input_parameters: Optional[InputParameters] = None
     s3_path: Optional[str] = None
+    receipt_handle: Optional[str] = None
 
     @validator("status")
     def status_is_valid(cls, v):
diff --git a/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json b/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
index 484b3e35..b27c451e 100644
--- a/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
+++ b/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
@@ -1,144 +1,175 @@
 {
-  "StartAt": "Receive SQS Message",
-  "States": {
-    "Receive SQS Message": {
-      "Type": "Task",
-      "Resource": "${LcmReceiveMessageFunctionArn}",
-      "ResultPath": "$.sqs",
-      "Next": "Message Received?"
-    },
-    "Message Received?": {
-      "Type": "Choice",
-      "Choices": [
-        {
-          "Variable": "$.sqs.MessageId",
-          "IsPresent": true,
-          "Next": "Load Stage"
-        }
-      ],
-      "Default": "Sleep 30"
-    },
-    "Sleep 30": {
-      "Type": "Wait",
-      "Seconds": 30,
-      "Next": "Check Alarm State"
-    },
-    "Load Stage": {
-        "Type": "Parallel",
-        "OutputPath": "$.[1]",
-        "Catch": [
-            {
-                "ErrorEquals": [
-                    "States.ALL"
-                ],
-                "Next": "Update Status → LOAD_FAILED"
-            }
-        ],
-        "Next": "Update Status → LOAD_COMPLETE",
-        "Branches": [
-            {
-                "StartAt": "Execute Load Query",
-                "States": {
-                    "Execute Load Query": {
-                        "Type": "Task",
-                        "Resource": "${InvokeLoadScriptFunctionArn}",
-                        "End": true
-                    }
+    "StartAt": "Receive SQS Message",
+    "States": {
+        "Receive SQS Message": {
+            "Type": "Task",
+            "Resource": "${LcmReceiveMessageFunctionArn}",
+            "ResultPath": "$.sqs",
+            "Next": "Message Received?"
+        },
+        "Message Received?": {
+            "Type": "Choice",
+            "Choices": [
+                {
+                    "Variable": "$.sqs.MessageId",
+                    "IsPresent": true,
+                    "Next": "Load Stage"
                 }
-            },
-            {
-                "StartAt": "Wait For Load 🕗",
-                "States": {
-                    "Wait For Load 🕗": {
-                        "Type": "Task",
-                        "Resource": "${LoadReleaseActivityArn}",
-                        "InputPath": "$.sqs.Body",
-                        "HeartbeatSeconds": 60,
-                        "ResultPath": null,
-                        "End": true
+            ],
+            "Default": "Sleep 30"
+        },
+        "Sleep 30": {
+            "Type": "Wait",
+            "Seconds": 30,
+            "Next": "Check Alarm State"
+        },
+        "Load Stage": {
+            "Type": "Parallel",
+            "OutputPath": "$",
+            "Next": "Evaluate Load Status",
+            "Branches": [
+                {
+                    "StartAt": "Execute Load Query",
+                    "States": {
+                        "Execute Load Query": {
+                            "Type": "Task",
+                            "Resource": "${InvokeLoadScriptFunctionArn}",
+                            "ResultPath": null,
+                            "End": true
+                        }
                     }
-                }
-            }
-        ]
-    },
-    "Update Status → LOAD_COMPLETE": {
-        "Type": "Pass",
-        "Result": "LOAD_COMPLETE",
-        "ResultPath": "$.sqs.Body.state.execution.status",
-        "Next": "Sync State"
-    },
-    "Update Status → LOAD_FAILED": {
-        "Type": "Pass",
-        "Result": "LOAD_FAILED",
-        "ResultPath": "$.state.execution.status",
-        "Next": "Sync State"
-    },
-    "Sync State": {
-        "Type": "Task",
-        "Resource": "arn:aws:states:::dynamodb:updateItem",
-        "ResultPath": null,
-        "Next": "Delete Message",
-        "Parameters": {
-            "TableName": "${GfeDbExecutionStateTable}",
-            "Key": {
-                "commit__sha": {
-                    "S.$": "$.sqs.Body.state.execution.commit.sha"
                 },
-                "execution__version": {
-                    "N.$": "States.Format('{}', $.sqs.Body.state.execution.version)"
+                {
+                    "StartAt": "Wait For Load 🕗",
+                    "States": {
+                        "Wait For Load 🕗": {
+                            "Type": "Task",
+                            "Resource": "${LoadReleaseActivityArn}",
+                            "InputPath": "$.sqs.Body",
+                            "HeartbeatSeconds": 60,
+                            "ResultPath": null,
+                            "End": true,
+                            "Catch": [
+                                {
+                                    "ErrorEquals": [
+                                        "States.ALL"
+                                    ],
+                                    "Next": "Handle Failure"
+                                }
+                            ]
+                        },
+                        "Handle Failure": {
+                            "Type": "Pass",
+                            "ResultPath": null,
+                            "End": true
+                        }
+                    }
                 }
+            ]
+        },
+        "Evaluate Load Status": {
+            "Type": "Choice",
+            "Choices": [
+                {
+                    "Variable": "$[1].Error",
+                    "IsPresent": true,
+                    "Next": "Return Message"
+                }
+            ],
+            "Default": "Delete Message"
+        },
+        "Return Message": {
+            "Type": "Task",
+            "InputPath": "$[0]",
+            "Resource": "arn:aws:states:::aws-sdk:sqs:changeMessageVisibility",
+            "Parameters": {
+                "QueueUrl": "${GfeDbLoadQueueUrl}",
+                "ReceiptHandle.$": "$.sqs.ReceiptHandle",
+                "VisibilityTimeout": 0
             },
-            "UpdateExpression": "SET execution__status = :status, updated_utc = :updated_utc",
-            "ExpressionAttributeValues": {
-                ":status": {
-                    "S.$": "$.sqs.Body.state.execution.status"
+            "ResultPath": null,
+            "Next": "Update Status → LOAD_FAILED"
+        },
+        "Update Status → LOAD_FAILED": {
+            "Type": "Pass",
+            "Result": "LOAD_FAILED",
+            "ResultPath": "$[0].sqs.Body.state.execution.status",
+            "Next": "Sync State"
+        },
+        "Delete Message": {
+            "Type": "Task",
+            "InputPath": "$[0]",
+            "Resource": "arn:aws:states:::aws-sdk:sqs:deleteMessage",
+            "Parameters": {
+                "QueueUrl": "${GfeDbLoadQueueUrl}",
+                "ReceiptHandle.$": "$.sqs.ReceiptHandle"
+            },
+            "ResultPath": null,
+            "Next": "Update Status → LOAD_COMPLETE"
+        },
+        "Update Status → LOAD_COMPLETE": {
+            "Type": "Pass",
+            "Result": "LOAD_COMPLETE",
+            "ResultPath": "$[0].sqs.Body.state.execution.status",
+            "Next": "Sync State"
+        },
+        "Sync State": {
+            "Type": "Task",
+            "Resource": "arn:aws:states:::dynamodb:updateItem",
+            "InputPath": "$[0]",
+            "Next": "Check Alarm State",
+            "Parameters": {
+                "TableName": "${GfeDbExecutionStateTable}",
+                "Key": {
+                    "commit__sha": {
+                        "S.$": "$.sqs.Body.state.commit.sha"
+                    },
+                    "execution__version": {
+                        "N.$": "States.Format('{}', $.sqs.Body.state.execution.version)"
+                    }
                 },
-                ":updated_utc": {
-                    "S.$": "$$.State.EnteredTime"
+                "UpdateExpression": "SET execution__status = :status, updated_utc = :updated_utc",
+                "ExpressionAttributeValues": {
+                    ":status": {
+                        "S.$": "$.sqs.Body.state.execution.status"
+                    },
+                    ":updated_utc": {
+                        "S.$": "$$.State.EnteredTime"
+                    }
                 }
             }
-        }
-    },
-    "Delete Message": {
-      "Type": "Task",
-      "Resource": "arn:aws:states:::aws-sdk:sqs:deleteMessage",
-        "Parameters": {
-            "QueueUrl": "${GfeDbLoadQueueUrl}",
-            "ReceiptHandle.$": "$.sqs.ReceiptHandle"
         },
-      "Next": "Check Alarm State"
-    },
-    "Check Alarm State": {
-      "Type": "Task",
-      "Resource": "arn:aws:states:::aws-sdk:cloudwatch:describeAlarms",
-      "Parameters": {
-        "AlarmNames": [
-          "${GfeDbLoadQueueHasMessagesAlarmName}"
-        ]
-      },
-      "ResultSelector": {
-        "StateValue.$": "$.MetricAlarms[0].StateValue"
-      },
-      "Next": "Evaluate Alarm State"
-    },
-    "Evaluate Alarm State": {
-      "Type": "Choice",
-      "Choices": [
-        {
-          "Variable": "$.StateValue",
-          "StringMatches": "ALARM",
-          "Next": "Sleep 10"
+        "Check Alarm State": {
+            "Type": "Task",
+            "Resource": "arn:aws:states:::aws-sdk:cloudwatch:describeAlarms",
+            "Parameters": {
+                "AlarmNames": [
+                    "${GfeDbLoadQueueHasMessagesAlarmName}"
+                ]
+            },
+            "ResultSelector": {
+                "StateValue.$": "$.MetricAlarms[0].StateValue"
+            },
+            "Next": "Evaluate Alarm State"
+        },
+        "Evaluate Alarm State": {
+            "Type": "Choice",
+            "Choices": [
+                {
+                    "Variable": "$.StateValue",
+                    "StringMatches": "ALARM",
+                    "Next": "Sleep 10"
+                }
+            ],
+            "Default": "Shut Down"
+        },
+        "Sleep 10": {
+            "Type": "Wait",
+            "Seconds": 10,
+            "Next": "Receive SQS Message"
+        },
+        "Shut Down": {
+            "Type": "Succeed"
         }
-      ],
-      "Default": "Shut Down"
-    },
-    "Sleep 10": {
-      "Type": "Wait",
-      "Seconds": 10,
-      "Next": "Receive SQS Message"
-    },
-    "Shut Down": {
-      "Type": "Succeed"
     }
-  }
 }
\ No newline at end of file
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index e4ee3c77..05221de5 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -892,6 +892,7 @@ Resources:
         LoadReleaseActivityArn: !Ref LoadReleaseActivity
         InvokeLoadScriptFunctionArn: !GetAtt InvokeLoadScriptFunction.Arn
         GfeDbExecutionStateTable: !Ref GfeDbExecutionStateTable
+        GfeDbLoadQueueUrl: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueUrl}}"
       Policies:
         - LambdaInvokePolicy:
             FunctionName: !Ref LcmReceiveMessageFunction

From 4d1f38aa70f7c9a8b1b259934d969bfdecce86c9 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Wed, 31 Jan 2024 19:31:25 -0800
Subject: [PATCH 305/367] integrate Update Pipeline with LCM

---
 gfe-db/database/scripts/start_task.sh         |   6 +-
 .../pipeline/functions/format_results/app.py  |   3 +-
 .../functions/format_results/error.json       | 577 +++++++++---------
 .../gfe_db_models/gfedbmodels/types.py        |   1 +
 .../load-concurrency-manager.asl.json         |  39 +-
 .../statemachines/update-pipeline.asl.json    |  51 +-
 6 files changed, 357 insertions(+), 320 deletions(-)

diff --git a/gfe-db/database/scripts/start_task.sh b/gfe-db/database/scripts/start_task.sh
index 069a57f8..c4630e13 100644
--- a/gfe-db/database/scripts/start_task.sh
+++ b/gfe-db/database/scripts/start_task.sh
@@ -107,11 +107,7 @@ while true; do
         # TODO get s3 path from step functions payload
         bash load_db.sh $release
         TASK_EXIT_STATUS=$?
-
-        # # todo debug state machine error handling
-        # TASK_EXIT_STATUS=1
-        # echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Task exit status: $TASK_EXIT_STATUS"
-
+        
         # Send TaskSuccess token to StepFunctions
         if [[ $TASK_EXIT_STATUS != "0" ]]; then
             status="FAILED"
diff --git a/gfe-db/pipeline/functions/format_results/app.py b/gfe-db/pipeline/functions/format_results/app.py
index 84df76d1..99e24e03 100644
--- a/gfe-db/pipeline/functions/format_results/app.py
+++ b/gfe-db/pipeline/functions/format_results/app.py
@@ -153,6 +153,7 @@ def format_data_files(data_files):
     from pathlib import Path
 
     # event = json.loads((Path(__file__).parent / "failure-event.json").read_text())
-    event = json.loads((Path(__file__).parent / "success-event.json").read_text())
+    # event = json.loads((Path(__file__).parent / "success-event.json").read_text())
+    event = json.loads((Path(__file__).parent / "error.json").read_text())
 
     lambda_handler(event,"")
diff --git a/gfe-db/pipeline/functions/format_results/error.json b/gfe-db/pipeline/functions/format_results/error.json
index 7799168c..792c2875 100644
--- a/gfe-db/pipeline/functions/format_results/error.json
+++ b/gfe-db/pipeline/functions/format_results/error.json
@@ -1,314 +1,293 @@
 {
     "input": {
-      "id": "3550_df6ba6f80a2c5f999590f06fced6c4c4ff56b89d_20240125_182342",
-      "version": 3550,
-      "invocation_id": "8575add5-e17c-4fc0-8d59-834cd3bd07b0",
-      "commit_sha": "df6ba6f80a2c5f999590f06fced6c4c4ff56b89d",
-      "input_parameters": {
-        "align": false,
-        "kir": false,
-        "mem_profile": false,
-        "limit": 1000,
-        "use_existing_build": true,
-        "skip_load": false
-      },
-      "s3_path": "s3://nmdpf-gfe-db-810526023897-us-east-1/data/3550",
-      "receipt_handle": "AQEBiQ3cZ39digrHIjqrjcV9vQW5W1AHkv9A8ygCt2IR8FjXbzZQiqvCiTnoQf9mh6dW0mdEVNLq7WkVtsk+piWQe6cdaRXA9+RtqKhvFDCYSpQ+z7OCTfkYXwsT6fB/DxB5XQMXuSLjNVhnI9X/U017u9bY+mUm4EQCC8tzSrGF9i2pE0jV44MjddjmnuLoun8rS+WWqSD8F/tAtmLSUxDrSvCKSJKuqNQbpY5sH+TbsMBnHbMCBSAL0Is1FH5VuQx7AC+fHHtm8NRWGhMSonEyw9fvaAiIz7IuvQUZEn9rL9rH1f+zSYXaDrc+RMn9Dr5yofhl3tF4UHwC6A1BcmCKVKpetYFugQuTOosw2wzGdvANh5p4S8P0ilZgCH1mZyIEHHErOk3ohSxMLbTsDAb579a/XA6HEqz/U1K/Bq32lIqEsLllmoO9ufHKkNF7+rxP"
+        "id": "3350_4052371f8d68dc662d8c5b07377d9aebcfccc0b9_20240201_014419",
+        "version": 3350,
+        "invocation_id": "e5312521-4cfa-4187-9320-b2664c8a372b",
+        "commit_sha": "4052371f8d68dc662d8c5b07377d9aebcfccc0b9",
+        "input_parameters": {
+            "align": false,
+            "kir": false,
+            "mem_profile": false,
+            "limit": 1000,
+            "use_existing_build": true,
+            "skip_load": false
+        },
+        "s3_path": "s3://nmdpf-gfe-db-810526023897-us-east-1/data/3350",
+        "receipt_handle": "AQEBJa6xECSrRxGxefxzEHORcKnNJPqgVJUhSWLjmdKWgDUpZ1PFsDKgG0s7sb4HtP7S1D1trzf9SaW1Y39s6r2xs/1pCABnG9jhUeTyH19bXrUae+NeDcfwd+A9Pd9tigC43sTXmLL77FQ9LwPLBRjlqzGLqivznP5AunzJa5uY98lrfGpyX9dISbJrLLhXuHQmYzOzZigv+On/0zDdt1/mfY0RpRVmZi7YKFgBNrA1G7zMMeN3T4MH3CNUnZgG89ZSzvT8+J1LOlpaS/diXiq+Eh3+Aico1pjwUy4kCmbX7ek5RSCSlGHf1zDH5vEoiMPdye0ddgJJKD7RDjw62121OmYFMn6XJiImOGjcU5JggXzxfd+Mua4uWaD7k9KvcJG/0mcwC5zalyDPZ7rsBoWN70W7PpFnMjUv4M47/1bQJ+zcNf0nZjTj5c4XiEFkkcMD"
     },
     "validations": {
-      "queries": {
-        "pre": {
-          "node_counts": [
-            {
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-              "count": 1000
-            },
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-            },
-            {
-              "node": "IPD_Allele",
-              "count": 1000
-            },
-            {
-              "node": "Sequence",
-              "count": 1000
+        "queries": {
+            "pre": {
+                "node_counts": [
+                    {
+                        "node": "GFE",
+                        "count": 1000
+                    },
+                    {
+                        "node": "IPD_Accession",
+                        "count": 1000
+                    },
+                    {
+                        "node": "IPD_Allele",
+                        "count": 1000
+                    },
+                    {
+                        "node": "Sequence",
+                        "count": 1000
+                    },
+                    {
+                        "node": "Feature",
+                        "count": 1087
+                    },
+                    {
+                        "node": "Submitter",
+                        "count": 1
+                    }
+                ],
+                "has_ipd_allele_release_counts": [
+                    {
+                        "release_version": 3350,
+                        "count": 1000
+                    }
+                ],
+                "ipd_accession_release_counts": [
+                    {
+                        "release_version": "3.35.0",
+                        "count": 1000
+                    }
+                ]
             },
-            {
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+            "post": {
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             }
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-            "cols": [
-              "gfe_name",
-              "bp_seq_id",
-              "bp_sequence",
-              "aa_seq_id",
-              "aa_sequence"
+        "check_existing_build": {
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+            "details": [
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+                    "schema": "all_cds",
+                    "release": 3350,
+                    "file_path": "s3://nmdpf-gfe-db-810526023897-us-east-1/data/3350/csv/all_cds.3350.csv",
+                    "cols": [
+                        "gfe_name",
+                        "bp_seq_id",
+                        "bp_sequence",
+                        "aa_seq_id",
+                        "aa_sequence"
+                    ],
+                    "num_rows": 1000,
+                    "created_utc": "2024-01-28T20:10:04.000Z",
+                    "details": {
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+                    "cols": [
+                        "accession",
+                        "hash_code",
+                        "locus",
+                        "rank",
+                        "sequence",
+                        "term",
+                        "gfe_name",
+                        "allele_id",
+                        "hla_name",
+                        "imgt_release"
+                    ],
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+                    "created_utc": "2024-01-28T20:10:04.000Z",
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+                    "release": 3350,
+                    "file_path": "s3://nmdpf-gfe-db-810526023897-us-east-1/data/3350/csv/all_groups.3350.csv",
+                    "cols": [
+                        "gfe_name",
+                        "allele_id",
+                        "hla_name",
+                        "ard_id",
+                        "ard_name",
+                        "locus",
+                        "imgt_release"
+                    ],
+                    "num_rows": 3000,
+                    "created_utc": "2024-01-28T20:10:04.000Z",
+                    "details": {
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+                    "num_errors": 0,
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+                    "file_path": "s3://nmdpf-gfe-db-810526023897-us-east-1/data/3350/csv/gfe_sequences.3350.csv",
+                    "cols": [
+                        "gfe_name",
+                        "acc_name",
+                        "locus",
+                        "hla_name",
+                        "seq_id",
+                        "sequence",
+                        "length",
+                        "imgt_release"
+                    ],
+                    "num_rows": 1000,
+                    "created_utc": "2024-01-28T20:10:04.000Z",
+                    "details": {
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+                    },
+                    "num_errors": 0,
+                    "is_valid_csv": true
+                }
             ],
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-            "created_utc": "2024-01-25T17:27:53.000Z",
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-      },
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-        "is_load_successful": {
-          "value": true,
-          "details": {
-            "unique_releases_in_db_pre_load": [
-              3550
+            "errors": [],
+            "expected_artifacts": [
+                "all_cds.3350.csv",
+                "all_features.3350.csv",
+                "all_groups.3350.csv",
+                "gfe_sequences.3350.csv"
             ],
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-              3550
-            ]
-          }
+            "is_valid_build": true
+        },
+        "load_results": {
+            "is_load_successful": {
+                "value": true,
+                "details": {
+                    "unique_releases_in_db_pre_load": [
+                        3350
+                    ],
+                    "unique_releases_in_db_post_load": [
+                        3350
+                    ]
+                }
+            }
         }
-      }
-    },
-    "backups": {
-      "pre": {
-        "document_name": "nmdpf-gfe-db-database-Neo4jBackupDocument-2YWbsH03BpED",
-        "command_id": "519eae4b-85ec-4c92-ac88-e9d92297f690"
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     },
     "state": {
-      "created_utc": "2024-01-25T17:24:09.819Z",
-      "updated_utc": "2024-01-25T18:23:42.308Z",
-      "repository": {
-        "owner": "ANHIG",
-        "name": "IMGTHLA",
-        "url": "https://github.com/ANHIG/IMGTHLA"
-      },
-      "commit": {
-        "sha": "df6ba6f80a2c5f999590f06fced6c4c4ff56b89d",
-        "date_utc": "2024-01-18T11:06:05.000Z",
-        "message": "Merge pull request #359 from ANHIG/3550\n\nRemoval of empty sequence block in A_prot.txt and MICA_prot.txt",
-        "html_url": "https://github.com/ANHIG/IMGTHLA/commit/df6ba6f80a2c5f999590f06fced6c4c4ff56b89d"
-      },
-      "execution": {
-        "id": "3550_df6ba6f80a2c5f999590f06fced6c4c4ff56b89d_20240125_182342",
-        "invocation_id": "8575add5-e17c-4fc0-8d59-834cd3bd07b0",
-        "version": 3550,
-        "status": "LOAD_SUCCESS",
-        "input_parameters": {
-          "align": false,
-          "kir": false,
-          "mem_profile": false,
-          "limit": 1000,
-          "use_existing_build": false,
-          "skip_load": false
+        "created_utc": "2024-01-26T19:18:26.296Z",
+        "updated_utc": "2024-02-01T01:44:19.498Z",
+        "repository": {
+            "owner": "ANHIG",
+            "name": "IMGTHLA",
+            "url": "https://github.com/ANHIG/IMGTHLA"
+        },
+        "commit": {
+            "sha": "4052371f8d68dc662d8c5b07377d9aebcfccc0b9",
+            "date_utc": "2019-04-17T09:10:57.000Z",
+            "message": "Merge pull request #174 from ANHIG/3360\n\n3360",
+            "html_url": "https://github.com/ANHIG/IMGTHLA/commit/4052371f8d68dc662d8c5b07377d9aebcfccc0b9"
+        },
+        "execution": {
+            "status": "LOAD_SUCCESS"
         }
-      }
     }
-  }
\ No newline at end of file
+}
\ No newline at end of file
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
index 0c35fce4..c09d956e 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
@@ -195,6 +195,7 @@ class ExecutionDetailsConfig(BaseModel):
     input_parameters: Optional[InputParameters] = None
     s3_path: Optional[str] = None
     receipt_handle: Optional[str] = None
+    # TODO move execution errors here
 
     @validator("status")
     def status_is_valid(cls, v):
diff --git a/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json b/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
index b27c451e..0acad5fa 100644
--- a/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
+++ b/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
@@ -94,7 +94,39 @@
             "Type": "Pass",
             "Result": "LOAD_FAILED",
             "ResultPath": "$[0].sqs.Body.state.execution.status",
-            "Next": "Sync State"
+            "Next": "Sync State for Failure"
+        },
+        "Sync State for Failure": {
+            "Type": "Task",
+            "Resource": "arn:aws:states:::dynamodb:updateItem",
+            "ResultPath": null,
+            "Next": "Check Alarm State",
+            "Parameters": {
+                "TableName": "${GfeDbExecutionStateTable}",
+                "Key": {
+                    "commit__sha": {
+                        "S.$": "$[0].sqs.Body.state.commit.sha"
+                    },
+                    "execution__version": {
+                        "N.$": "States.Format('{}', $[0].sqs.Body.state.execution.version)"
+                    }
+                },
+                "UpdateExpression": "SET execution__status = :status, updated_utc = :updated_utc, error__message = :error, error__cause = :cause",
+                "ExpressionAttributeValues": {
+                    ":status": {
+                        "S.$": "$[0].sqs.Body.state.execution.status"
+                    },
+                    ":updated_utc": {
+                        "S.$": "$$.State.EnteredTime"
+                    },
+                    ":error": {
+                        "S.$": "$[1].Error"
+                    },
+                    ":cause": {
+                        "S.$": "$[1].Cause"
+                    }
+                }
+            }
         },
         "Delete Message": {
             "Type": "Task",
@@ -111,12 +143,13 @@
             "Type": "Pass",
             "Result": "LOAD_COMPLETE",
             "ResultPath": "$[0].sqs.Body.state.execution.status",
-            "Next": "Sync State"
+            "Next": "Sync State for Success"
         },
-        "Sync State": {
+        "Sync State for Success": {
             "Type": "Task",
             "Resource": "arn:aws:states:::dynamodb:updateItem",
             "InputPath": "$[0]",
+            "ResultPath": null,
             "Next": "Check Alarm State",
             "Parameters": {
                 "TableName": "${GfeDbExecutionStateTable}",
diff --git a/gfe-db/pipeline/statemachines/update-pipeline.asl.json b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
index 4c791bcc..434d3879 100644
--- a/gfe-db/pipeline/statemachines/update-pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
@@ -357,19 +357,46 @@
                         "Queue Load": {
                             "Type": "Task",
                             "Resource": "arn:aws:states:::aws-sdk:sqs:sendMessage",
-                              "Parameters": {
+                            "Parameters": {
                                 "QueueUrl": "${GfeDbLoadQueueUrl}",
                                 "MessageGroupId": "$.input.invocation_id",
                                 "MessageDeduplicationId.$": "$.state.execution.id",
                                 "MessageBody.$": "$"
-                              },
+                            },
                             "ResultPath": null,
-                            "Next": "Wait for Load to Complete 🕗"
+                            "Next": "Wait for Load Status"
                         },
-                        "Wait for Load to Complete 🕗": {
+                        "Wait for Load Status": {
                             "Type": "Wait",
-                            "Seconds": 60,
-                            "Next": "Run Validation Query"
+                            "Seconds": 10,
+                            "Next": "Check Status"
+                        },
+                        "Check Status": {
+                            "Type": "Task",
+                            "Resource": "${GetExecutionStateFunctionArn}",
+                            "ResultPath": "$.state",
+                            "Next": "Is Load Complete❓"
+                        },
+                        "Is Load Complete❓": {
+                            "Type": "Choice",
+                            "Choices": [
+                                {
+                                    "Variable": "$.state.execution.status",
+                                    "StringEquals": "LOAD_COMPLETE",
+                                    "Next": "Run Validation Query"
+                                },
+                                {
+                                    "Variable": "$.state.execution.status",
+                                    "StringEquals": "LOAD_FAILED",
+                                    "Next": "Load Failed"
+                                }
+                            ],
+                            "Default": "Wait for Load Status"
+                        },
+                        "Load Failed": {
+                            "Type": "Fail",
+                            "Error": "States.JsonToString($.state.error.message)",
+                            "CausePath": "States.JsonToString($.state.error.cause)"
                         },
                         "Run Validation Query": {
                             "Type": "Task",
@@ -436,7 +463,7 @@
                             "Type": "Task",
                             "Resource": "arn:aws:states:::dynamodb:updateItem",
                             "ResultPath": null,
-                            "Next": "Fail Load",
+                            "Next": "Validation Failed",
                             "Parameters": {
                                 "TableName": "${GfeDbExecutionStateTable}",
                                 "Key": {
@@ -458,9 +485,9 @@
                                 }
                             }
                         },
-                        "Fail Load": {
+                        "Validation Failed": {
                             "Type": "Fail",
-                            "Error": "LoadFailed",
+                            "Error": "LoadValidationFailed",
                             "CausePath": "States.JsonToString($.validations.load_results.errors)"
                         }
                     }
@@ -498,7 +525,7 @@
                                             "StringEquals": "LOAD_FAILED"
                                         }
                                     ],
-                                    "Next": "Sync Failed State"
+                                    "Next": "Sync State for Failure"
                                 }
                             ],
                             "Default": "Update Status → FAILED"
@@ -507,9 +534,9 @@
                             "Type": "Pass",
                             "Result": "FAILED",
                             "ResultPath": "$.state.execution.status",
-                            "Next": "Sync Failed State"
+                            "Next": "Sync State for Failure"
                         },
-                        "Sync Failed State": {
+                        "Sync State for Failure": {
                             "Type": "Task",
                             "Resource": "arn:aws:states:::dynamodb:updateItem",
                             "ResultPath": null,

From 0540eeb9ca70d4a5673f3f99772047a15907342e Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 1 Feb 2024 16:14:41 -0800
Subject: [PATCH 306/367] sync LCM with Update Pipeline executions; add backup
 steps to LCM

---
 gfe-db/infrastructure/template.yaml           |  8 +++++
 .../gfe_db_models/gfedbmodels/types.py        | 32 +++++++++----------
 .../load-concurrency-manager.asl.json         | 32 +++++++++++++------
 gfe-db/pipeline/template.yaml                 | 13 +++++---
 4 files changed, 56 insertions(+), 29 deletions(-)

diff --git a/gfe-db/infrastructure/template.yaml b/gfe-db/infrastructure/template.yaml
index 30fbbf83..2479dd08 100644
--- a/gfe-db/infrastructure/template.yaml
+++ b/gfe-db/infrastructure/template.yaml
@@ -447,3 +447,11 @@ Resources:
       Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/DataPipelineExecutionTopicArn"
       Description: !Sub "ARN for ${AppName} Data Pipeline Errors SNS topic"
       Value: !Ref DataPipelineExecutionTopic
+
+  DataPipelineExecutionTopicNameParameter:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Type: String
+      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/DataPipelineExecutionTopicName"
+      Description: !Sub "Name for ${AppName} Data Pipeline Errors SNS topic"
+      Value: !Ref DataPipelineExecutionTopic
\ No newline at end of file
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
index c09d956e..89a8d501 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
@@ -6,23 +6,23 @@
 import jmespath
 from .utils import restore_nested_json, filter_nested_nulls
 
-"""
-ExecutionState is synced using the Step Functions DynamoDB integration:
-NOT_PROCESSED: never processed (set by CheckSourceUpdate) ✅
-SKIPPED: never processed (set by CheckSourceUpdate) ✅
-PENDING: state machine execution started (set by CheckSourceUpdate) ✅
-BUILD_IN_PROGRESS: build started (set by State Machine) ✅
-BUILD_SUCCESS: build succeeded (set by State Machine) ✅
-LOAD_IN_PROGRESS: load started (set by State Machine) ✅
-LOAD_SUCCESS: load succeeded (set by State Machine) ✅
-LOAD_SKIPPED: load skipped (set by State Machine) ✅
-LOAD_FAILED: load failed (set by State Machine) ✅
-BUILD_FAILED: build failed (set by State Machine) ✅
-FAILED: build or load failed (set by State Machine) ✅
-ABORTED: build or load aborted (set by UpdateExecutionState) ✅
-"""
 
 class ExecutionStatus(str, Enum):
+    """
+    ExecutionStatus is synced using the Step Functions DynamoDB integration:
+    NOT_PROCESSED: never processed (set by CheckSourceUpdate) ✅
+    SKIPPED: never processed (set by CheckSourceUpdate) ✅
+    PENDING: state machine execution started (set by CheckSourceUpdate) ✅
+    BUILD_IN_PROGRESS: build started (set by State Machine) ✅
+    BUILD_SUCCESS: build succeeded (set by State Machine) ✅
+    LOAD_IN_PROGRESS: load started (set by State Machine) ✅
+    LOAD_SUCCESS: load succeeded (set by State Machine) ✅
+    LOAD_SKIPPED: load skipped (set by State Machine) ✅
+    LOAD_FAILED: load failed (set by State Machine) ✅
+    BUILD_FAILED: build failed (set by State Machine) ✅
+    EXECUTION_FAILED: build or load failed (set by State Machine) ✅
+    ABORTED: build or load aborted (set by UpdateExecutionState) ✅
+    """
     NOT_PROCESSED = "NOT_PROCESSED"
     SKIPPED = "SKIPPED"
     PENDING = "PENDING"
@@ -34,7 +34,7 @@ class ExecutionStatus(str, Enum):
     LOAD_SUCCESS = "LOAD_SUCCESS"
     LOAD_FAILED = "LOAD_FAILED"
     LOAD_SKIPPED = "LOAD_SKIPPED"
-    FAILED = "FAILED"
+    EXECUTION_FAILED = "EXECUTION_FAILED"
     ABORTED = "ABORTED"
 
     @classmethod
diff --git a/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json b/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
index 0acad5fa..09317236 100644
--- a/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
+++ b/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
@@ -1,6 +1,12 @@
 {
-    "StartAt": "Receive SQS Message",
+    "StartAt": "Pre-Execution Backup",
     "States": {
+        "Pre-Execution Backup": {
+            "Type": "Task",
+            "Resource": "${InvokeBackupScriptFunctionArn}",
+            "ResultPath": "$.backups.pre",
+            "Next": "Receive SQS Message"
+        },
         "Receive SQS Message": {
             "Type": "Task",
             "Resource": "${LcmReceiveMessageFunctionArn}",
@@ -94,9 +100,9 @@
             "Type": "Pass",
             "Result": "LOAD_FAILED",
             "ResultPath": "$[0].sqs.Body.state.execution.status",
-            "Next": "Sync State for Failure"
+            "Next": "Sync State → LOAD_FAILED"
         },
-        "Sync State for Failure": {
+        "Sync State → LOAD_FAILED": {
             "Type": "Task",
             "Resource": "arn:aws:states:::dynamodb:updateItem",
             "ResultPath": null,
@@ -143,9 +149,9 @@
             "Type": "Pass",
             "Result": "LOAD_COMPLETE",
             "ResultPath": "$[0].sqs.Body.state.execution.status",
-            "Next": "Sync State for Success"
+            "Next": "Sync State → LOAD_COMPLETE"
         },
-        "Sync State for Success": {
+        "Sync State → LOAD_COMPLETE": {
             "Type": "Task",
             "Resource": "arn:aws:states:::dynamodb:updateItem",
             "InputPath": "$[0]",
@@ -177,7 +183,7 @@
             "Resource": "arn:aws:states:::aws-sdk:cloudwatch:describeAlarms",
             "Parameters": {
                 "AlarmNames": [
-                    "${GfeDbLoadQueueHasMessagesAlarmName}"
+                    "${UpdatePipelineStateMachineExecutionAlarmName}"
                 ]
             },
             "ResultSelector": {
@@ -192,17 +198,25 @@
                     "Variable": "$.StateValue",
                     "StringMatches": "ALARM",
                     "Next": "Sleep 10"
+                },
+                {
+                    "Variable": "$.StateValue",
+                    "StringMatches": "INSUFFICIENT_DATA",
+                    "Next": "Sleep 10"
                 }
             ],
-            "Default": "Shut Down"
+            "Default": "Post-Execution Backup"
         },
         "Sleep 10": {
             "Type": "Wait",
             "Seconds": 10,
             "Next": "Receive SQS Message"
         },
-        "Shut Down": {
-            "Type": "Succeed"
+        "Post-Execution Backup": {
+            "Type": "Task",
+            "Resource": "${InvokeBackupScriptFunctionArn}",
+            "ResultPath": "$.backups.post",
+            "End": true
         }
     }
 }
\ No newline at end of file
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 05221de5..3b7558b8 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -740,13 +740,14 @@ Resources:
             - Effect: Allow
               Action:
                 - states:StartExecution
+                - states:ListExecutions
               Resource:
                 - !GetAtt LoadConcurrencyManagerStateMachine.Arn
       Events:
-        GfeDbLoadQueueHasMessagesAlarmTopicTrigger:
+        DataPipelineExecutionTopicTrigger:
           Type: SNS
           Properties:
-            Topic: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueHasMessagesAlarmTopicName}}"
+            Topic: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineExecutionTopicName}}"
   ValidateBuildOutputFunction:
     Type: AWS::Serverless::Function
     Properties:
@@ -887,13 +888,17 @@ Resources:
     Properties:
       DefinitionUri: statemachines/load-concurrency-manager.asl.json
       DefinitionSubstitutions:
+        InvokeBackupScriptFunctionArn: !GetAtt InvokeBackupScriptFunction.Arn
         LcmReceiveMessageFunctionArn: !GetAtt LcmReceiveMessageFunction.Arn
-        GfeDbLoadQueueHasMessagesAlarmName: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueHasMessagesAlarmName}}"
+        # GfeDbLoadQueueHasMessagesAlarmName: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueHasMessagesAlarmName}}"
+        UpdatePipelineStateMachineExecutionAlarmName: !Ref UpdatePipelineStateMachineExecutionAlarm
         LoadReleaseActivityArn: !Ref LoadReleaseActivity
         InvokeLoadScriptFunctionArn: !GetAtt InvokeLoadScriptFunction.Arn
         GfeDbExecutionStateTable: !Ref GfeDbExecutionStateTable
         GfeDbLoadQueueUrl: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueUrl}}"
       Policies:
+        - LambdaInvokePolicy:
+            FunctionName: !Ref InvokeBackupScriptFunction
         - LambdaInvokePolicy:
             FunctionName: !Ref LcmReceiveMessageFunction
         - SQSPollerPolicy:
@@ -922,7 +927,7 @@ Resources:
               Action:
                 - cloudwatch:DescribeAlarms
               Resource:
-                - !Sub '{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueHasMessagesAlarmArn}}'
+                - !GetAtt UpdatePipelineStateMachineExecutionAlarm.Arn
       Logging:
         Destinations:
           - CloudWatchLogsLogGroup:

From 5200a7ee87c841a6372449d714b6f433860a8bf6 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 1 Feb 2024 16:15:36 -0800
Subject: [PATCH 307/367] limit LCM concurrency to 1 execution

---
 gfe-db/pipeline/functions/invoke_lcm/app.py   | 25 +++++++++++++------
 .../invoke_lcm/gfedbloadqueue-sns-event.json  | 22 ++++++++++++++++
 ...> updatepipelineexecutions-sns-event.json} |  0
 3 files changed, 39 insertions(+), 8 deletions(-)
 create mode 100644 gfe-db/pipeline/functions/invoke_lcm/gfedbloadqueue-sns-event.json
 rename gfe-db/pipeline/functions/invoke_lcm/{sns-event.json => updatepipelineexecutions-sns-event.json} (100%)

diff --git a/gfe-db/pipeline/functions/invoke_lcm/app.py b/gfe-db/pipeline/functions/invoke_lcm/app.py
index 2a1afcb0..d04eb125 100644
--- a/gfe-db/pipeline/functions/invoke_lcm/app.py
+++ b/gfe-db/pipeline/functions/invoke_lcm/app.py
@@ -43,26 +43,35 @@ def lambda_handler(event, context):
     state_has_changed = "NewStateValue" in alarm_message
     is_in_alarm = alarm_message["NewStateValue"] == "ALARM"
 
-    load_queue_has_messages = state_has_changed and is_in_alarm
-
-    if load_queue_has_messages:
+    if state_has_changed and is_in_alarm:
 
         # TODO query the state table for commits with PENDING status to get the invocation_id for the LCM's execution_id
-
         timestamp = datetime.now().strftime("%Y%m%d_%H%M%S")
         execution_id = update_pipeline_state_machine_arn.split(":")[-1] + "_" + timestamp
 
-        response = states.start_execution(
-            stateMachineArn=lcm_state_machine_arn,
-            name=execution_id        )
+        if not executions_in_progress(lcm_state_machine_arn):
+            response = states.start_execution(
+                stateMachineArn=lcm_state_machine_arn,
+                name=execution_id
+            )
 
     return {
         "statusCode": 200
     }
 
 
+def executions_in_progress(state_machine_arn):
+    # List executions for the state machine
+    response = states.list_executions(
+        stateMachineArn=state_machine_arn,
+        statusFilter="RUNNING"
+    )
+
+    return bool(response['executions'])
+
+
 if __name__ == "__main__":
     from pathlib import Path
 
-    event = json.loads((Path(__file__).parent / "sns-event.json").read_text())
+    event = json.loads((Path(__file__).parent / "gfedbloadqueue-sns-event.json").read_text())
     lambda_handler(event, "")
diff --git a/gfe-db/pipeline/functions/invoke_lcm/gfedbloadqueue-sns-event.json b/gfe-db/pipeline/functions/invoke_lcm/gfedbloadqueue-sns-event.json
new file mode 100644
index 00000000..39ed4dc7
--- /dev/null
+++ b/gfe-db/pipeline/functions/invoke_lcm/gfedbloadqueue-sns-event.json
@@ -0,0 +1,22 @@
+{
+    "Records": [
+        {
+            "EventSource": "aws:sns",
+            "EventVersion": "1.0",
+            "EventSubscriptionArn": "arn:aws:sns:us-east-1:810526023897:nmdpf-gfe-db-infrastructure-DataPipelineExecutionTopic-IvepeIFXVeQp:439538cf-dab9-4011-b15e-a2139f1f44df",
+            "Sns": {
+                "Type": "Notification",
+                "MessageId": "e88cc407-8efc-55b4-b21a-9a3264a0dd73",
+                "TopicArn": "arn:aws:sns:us-east-1:810526023897:nmdpf-gfe-db-infrastructure-DataPipelineExecutionTopic-IvepeIFXVeQp",
+                "Subject": "ALARM: \"nmdpf-gfe-db-pipeline-UpdatePipelineStateMachineExecutionAlarm-...\" in US East (N. Virginia)",
+                "Message": "{\"AlarmName\":\"nmdpf-gfe-db-pipeline-UpdatePipelineStateMachineExecutionAlarm-uh4zKvGEDOic\",\"AlarmDescription\":\"arn:aws:states:us-east-1:810526023897:stateMachine:UpdatePipelineStateMachine-juju8JKTlNbt state machine execution in progress\",\"AWSAccountId\":\"810526023897\",\"AlarmConfigurationUpdatedTimestamp\":\"2024-01-28T04:06:48.361+0000\",\"NewStateValue\":\"ALARM\",\"NewStateReason\":\"Threshold Crossed: 1 datapoint [1.0 (31/01/24 18:51:00)] was greater than the threshold (0.0).\",\"StateChangeTime\":\"2024-02-01T18:51:08.387+0000\",\"Region\":\"US East (N. Virginia)\",\"AlarmArn\":\"arn:aws:cloudwatch:us-east-1:810526023897:alarm:nmdpf-gfe-db-pipeline-UpdatePipelineStateMachineExecutionAlarm-uh4zKvGEDOic\",\"OldStateValue\":\"OK\",\"OKActions\":[\"arn:aws:sns:us-east-1:810526023897:nmdpf-gfe-db-infrastructure-DataPipelineExecutionTopic-IvepeIFXVeQp\"],\"AlarmActions\":[\"arn:aws:sns:us-east-1:810526023897:nmdpf-gfe-db-infrastructure-DataPipelineExecutionTopic-IvepeIFXVeQp\"],\"InsufficientDataActions\":[],\"Trigger\":{\"Period\":86400,\"EvaluationPeriods\":1,\"ComparisonOperator\":\"GreaterThanThreshold\",\"Threshold\":0.0,\"TreatMissingData\":\"\",\"EvaluateLowSampleCountPercentile\":\"\",\"Metrics\":[{\"Id\":\"m1\",\"MetricStat\":{\"Metric\":{\"Dimensions\":[{\"value\":\"arn:aws:states:us-east-1:810526023897:stateMachine:UpdatePipelineStateMachine-juju8JKTlNbt\",\"name\":\"StateMachineArn\"}],\"MetricName\":\"ExecutionsStarted\",\"Namespace\":\"AWS/States\"},\"Period\":86400,\"Stat\":\"Sum\",\"Unit\":\"Count\"},\"ReturnData\":false},{\"Id\":\"m2\",\"MetricStat\":{\"Metric\":{\"Dimensions\":[{\"value\":\"arn:aws:states:us-east-1:810526023897:stateMachine:UpdatePipelineStateMachine-juju8JKTlNbt\",\"name\":\"StateMachineArn\"}],\"MetricName\":\"ExecutionsSucceeded\",\"Namespace\":\"AWS/States\"},\"Period\":86400,\"Stat\":\"Sum\",\"Unit\":\"Count\"},\"ReturnData\":false},{\"Id\":\"m3\",\"MetricStat\":{\"Metric\":{\"Dimensions\":[{\"value\":\"arn:aws:states:us-east-1:810526023897:stateMachine:UpdatePipelineStateMachine-juju8JKTlNbt\",\"name\":\"StateMachineArn\"}],\"MetricName\":\"ExecutionsFailed\",\"Namespace\":\"AWS/States\"},\"Period\":86400,\"Stat\":\"Sum\",\"Unit\":\"Count\"},\"ReturnData\":false},{\"Id\":\"m4\",\"MetricStat\":{\"Metric\":{\"Dimensions\":[{\"value\":\"arn:aws:states:us-east-1:810526023897:stateMachine:UpdatePipelineStateMachine-juju8JKTlNbt\",\"name\":\"StateMachineArn\"}],\"MetricName\":\"ExecutionsAborted\",\"Namespace\":\"AWS/States\"},\"Period\":86400,\"Stat\":\"Sum\",\"Unit\":\"Count\"},\"ReturnData\":false},{\"Expression\":\"m1 - m2 - m3 - m4\",\"Id\":\"e1\",\"Label\":\"ExecutionsInProgress\",\"ReturnData\":true}]}}",
+                "Timestamp": "2024-02-01T18:51:08.430Z",
+                "SignatureVersion": "1",
+                "Signature": "T/w1PJC6cEbCI+C7Nh7n2oq+JstGEAi3jopjXsxvLwogBdxCRVaBmC8juD8Igwi9F6Y9lAUrrAwvADk9Wp+BwX19TdKCxmTm2fzG/HfHtoA6e7XOud7kN0sB0KVCOEnHzMoebDPRPBU18CuwnkDKF8VhffNQb9bdfMJBK3wZG5V2ol/y+ZDfDBHKiNrLFawIUwhCTDzTriZiSgfatLFLK1VDkUtB+YCummdS57sYANjqRThbsr/Qe63qNKn45sMA51zwKD4ThQfuoL3n/nYfKVflKuiq1sty9LsHbVSfkvtqfROmVRDFygv7O1VpttwDcdEzCXNR2mR7dc7xBVL5AA==",
+                "SigningCertUrl": "https://sns.us-east-1.amazonaws.com/SimpleNotificationService-60eadc530605d63b8e62a523676ef735.pem",
+                "UnsubscribeUrl": "https://sns.us-east-1.amazonaws.com/?Action=Unsubscribe&SubscriptionArn=arn:aws:sns:us-east-1:810526023897:nmdpf-gfe-db-infrastructure-DataPipelineExecutionTopic-IvepeIFXVeQp:439538cf-dab9-4011-b15e-a2139f1f44df",
+                "MessageAttributes": {}
+            }
+        }
+    ]
+}
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/invoke_lcm/sns-event.json b/gfe-db/pipeline/functions/invoke_lcm/updatepipelineexecutions-sns-event.json
similarity index 100%
rename from gfe-db/pipeline/functions/invoke_lcm/sns-event.json
rename to gfe-db/pipeline/functions/invoke_lcm/updatepipelineexecutions-sns-event.json

From d16b9438cd693a0eb528850afb2e09b7b806f71e Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 1 Feb 2024 16:16:14 -0800
Subject: [PATCH 308/367] handle releases in user input not yet in state table

---
 gfe-db/pipeline/functions/check_source_update/app.py         | 5 +++--
 .../pipeline/functions/check_source_update/error-event.json  | 4 ++--
 2 files changed, 5 insertions(+), 4 deletions(-)

diff --git a/gfe-db/pipeline/functions/check_source_update/app.py b/gfe-db/pipeline/functions/check_source_update/app.py
index e5b8a52b..d60748ca 100644
--- a/gfe-db/pipeline/functions/check_source_update/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/app.py
@@ -110,14 +110,15 @@ def lambda_handler(event, context):
                 # extract the most recent record for the release value passed in the event
                 releases = [int(release) for release in event["releases"].split(",")]
 
-                # commits_with_releases = []
                 for release in releases:
                     commits_with_releases.extend(list(filter(
                         lambda record: record.execution.version == release,
                         execution_state
                     )))
 
-                if not commits_with_releases:
+                releases_without_commits = list(set(releases) - set([item.execution.version for item in execution_state]))
+
+                if not commits_with_releases or releases_without_commits:
                     logger.info("No commits found for release version(s) provided, fetching most recent commits...")
                     most_recent_commits = get_most_recent_commits(execution_state)
                 else:
diff --git a/gfe-db/pipeline/functions/check_source_update/error-event.json b/gfe-db/pipeline/functions/check_source_update/error-event.json
index 7c1384c1..90055834 100644
--- a/gfe-db/pipeline/functions/check_source_update/error-event.json
+++ b/gfe-db/pipeline/functions/check_source_update/error-event.json
@@ -2,8 +2,8 @@
     "align": false,
     "kir": false,
     "limit": "1000",
-    "releases": "3540",
+    "releases": "3530,3540,3550",
     "mem_profile": false,
-    "use_existing_build": false,
+    "use_existing_build": true,
     "skip_load": false
 }
\ No newline at end of file

From f77681001faf1bf6c42dd9ccd0e71923c8f0c3bd Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 1 Feb 2024 16:17:33 -0800
Subject: [PATCH 309/367] use release version for deduplication id to avoid
 duplicate processing

---
 gfe-db/pipeline/config/execution-state.json   | 1254 +++++++++--------
 gfe-db/pipeline/config/source-config.json     |    4 +-
 .../statemachines/update-pipeline.asl.json    |   22 +-
 3 files changed, 703 insertions(+), 577 deletions(-)

diff --git a/gfe-db/pipeline/config/execution-state.json b/gfe-db/pipeline/config/execution-state.json
index 4152e4e2..e55a3314 100644
--- a/gfe-db/pipeline/config/execution-state.json
+++ b/gfe-db/pipeline/config/execution-state.json
@@ -1,8 +1,134 @@
 {
-    "created_utc": "2024-01-26T19:18:26.296Z",
+    "created_utc": "2024-02-01T23:11:28.903Z",
     "items": [
         {
-            "created_utc": "2024-01-26T19:18:26.296Z",
+            "created_utc": "2024-02-01T23:11:28.903Z",
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "url": "https://github.com/ANHIG/IMGTHLA"
+            },
+            "commit": {
+                "sha": "df6ba6f80a2c5f999590f06fced6c4c4ff56b89d",
+                "date_utc": "2024-01-18T11:06:05.000Z",
+                "message": "Merge pull request #359 from ANHIG/3550\n\nRemoval of empty sequence block in A_prot.txt and MICA_prot.txt",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/df6ba6f80a2c5f999590f06fced6c4c4ff56b89d"
+            },
+            "execution": {
+                "version": 3550,
+                "status": "NOT_PROCESSED"
+            }
+        },
+        {
+            "created_utc": "2024-02-01T23:11:28.903Z",
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "url": "https://github.com/ANHIG/IMGTHLA"
+            },
+            "commit": {
+                "sha": "e4fd1e39a4d9f1da8e7efe4a7f699320e287dcdb",
+                "date_utc": "2024-01-18T11:05:37.000Z",
+                "message": "Removal of empty sequence block in A_prot.txt and MICA_prot.txt",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/e4fd1e39a4d9f1da8e7efe4a7f699320e287dcdb"
+            },
+            "execution": {
+                "version": 3550,
+                "status": "NOT_PROCESSED"
+            }
+        },
+        {
+            "created_utc": "2024-02-01T23:11:28.903Z",
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "url": "https://github.com/ANHIG/IMGTHLA"
+            },
+            "commit": {
+                "sha": "976810404a63f0f005190d8183450534f4c631df",
+                "date_utc": "2024-01-16T15:41:14.000Z",
+                "message": "Merge pull request #357 from ANHIG/3550\n\n3550",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/976810404a63f0f005190d8183450534f4c631df"
+            },
+            "execution": {
+                "version": 3550,
+                "status": "NOT_PROCESSED"
+            }
+        },
+        {
+            "created_utc": "2024-02-01T23:11:28.903Z",
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "url": "https://github.com/ANHIG/IMGTHLA"
+            },
+            "commit": {
+                "sha": "9269ebc7d683892d200250d1cb9b50e65775adf1",
+                "date_utc": "2024-01-16T14:43:17.000Z",
+                "message": "IPD-IMGT/HLA Release 3.55.0",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/9269ebc7d683892d200250d1cb9b50e65775adf1"
+            },
+            "execution": {
+                "version": 3550,
+                "status": "NOT_PROCESSED"
+            }
+        },
+        {
+            "created_utc": "2024-02-01T23:11:28.903Z",
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "url": "https://github.com/ANHIG/IMGTHLA"
+            },
+            "commit": {
+                "sha": "3a6d8e08813657a8ce3681fc9381e17e0c476441",
+                "date_utc": "2024-01-16T14:35:51.000Z",
+                "message": "IPD-IMGT/HLA Release 3.55.0",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/3a6d8e08813657a8ce3681fc9381e17e0c476441"
+            },
+            "execution": {
+                "version": 3550,
+                "status": "NOT_PROCESSED"
+            }
+        },
+        {
+            "created_utc": "2024-02-01T23:11:28.903Z",
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "url": "https://github.com/ANHIG/IMGTHLA"
+            },
+            "commit": {
+                "sha": "522c1fdd2b79fa7caa628ec48f6654342cb77045",
+                "date_utc": "2024-01-11T14:54:13.000Z",
+                "message": "Merge pull request #355 from ANHIG/3540\n\nRelease of new hla.xml format as hla_new.xml and hla_new.xsd for 3.54.0",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/522c1fdd2b79fa7caa628ec48f6654342cb77045"
+            },
+            "execution": {
+                "version": 3540,
+                "status": "NOT_PROCESSED"
+            }
+        },
+        {
+            "created_utc": "2024-02-01T23:11:28.903Z",
+            "repository": {
+                "owner": "ANHIG",
+                "name": "IMGTHLA",
+                "url": "https://github.com/ANHIG/IMGTHLA"
+            },
+            "commit": {
+                "sha": "7d00d7b49cbcc987e07752845bd8b14986316ab4",
+                "date_utc": "2024-01-11T14:50:19.000Z",
+                "message": "Release of new hla.xml format as hla_new.xml and hla_new.xsd for 3.54.0",
+                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/7d00d7b49cbcc987e07752845bd8b14986316ab4"
+            },
+            "execution": {
+                "version": 3540,
+                "status": "NOT_PROCESSED"
+            }
+        },
+        {
+            "created_utc": "2024-02-01T23:11:28.903Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -20,7 +146,7 @@
             }
         },
         {
-            "created_utc": "2024-01-26T19:18:26.296Z",
+            "created_utc": "2024-02-01T23:11:28.903Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -38,7 +164,7 @@
             }
         },
         {
-            "created_utc": "2024-01-26T19:18:26.296Z",
+            "created_utc": "2024-02-01T23:11:28.903Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -56,7 +182,7 @@
             }
         },
         {
-            "created_utc": "2024-01-26T19:18:26.296Z",
+            "created_utc": "2024-02-01T23:11:28.903Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -74,7 +200,7 @@
             }
         },
         {
-            "created_utc": "2024-01-26T19:18:26.296Z",
+            "created_utc": "2024-02-01T23:11:28.903Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -92,7 +218,7 @@
             }
         },
         {
-            "created_utc": "2024-01-26T19:18:26.296Z",
+            "created_utc": "2024-02-01T23:11:28.903Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -110,7 +236,7 @@
             }
         },
         {
-            "created_utc": "2024-01-26T19:18:26.296Z",
+            "created_utc": "2024-02-01T23:11:28.903Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -128,7 +254,7 @@
             }
         },
         {
-            "created_utc": "2024-01-26T19:18:26.296Z",
+            "created_utc": "2024-02-01T23:11:28.903Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -146,7 +272,7 @@
             }
         },
         {
-            "created_utc": "2024-01-26T19:18:26.296Z",
+            "created_utc": "2024-02-01T23:11:28.903Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -164,7 +290,7 @@
             }
         },
         {
-            "created_utc": "2024-01-26T19:18:26.296Z",
+            "created_utc": "2024-02-01T23:11:28.903Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -182,7 +308,7 @@
             }
         },
         {
-            "created_utc": "2024-01-26T19:18:26.296Z",
+            "created_utc": "2024-02-01T23:11:28.903Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -200,7 +326,7 @@
             }
         },
         {
-            "created_utc": "2024-01-26T19:18:26.296Z",
+            "created_utc": "2024-02-01T23:11:28.903Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -218,7 +344,7 @@
             }
         },
         {
-            "created_utc": "2024-01-26T19:18:26.296Z",
+            "created_utc": "2024-02-01T23:11:28.903Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -236,7 +362,7 @@
             }
         },
         {
-            "created_utc": "2024-01-26T19:18:26.296Z",
+            "created_utc": "2024-02-01T23:11:28.903Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -254,7 +380,7 @@
             }
         },
         {
-            "created_utc": "2024-01-26T19:18:26.296Z",
+            "created_utc": "2024-02-01T23:11:28.903Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -272,7 +398,7 @@
             }
         },
         {
-            "created_utc": "2024-01-26T19:18:26.296Z",
+            "created_utc": "2024-02-01T23:11:28.903Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -290,7 +416,7 @@
             }
         },
         {
-            "created_utc": "2024-01-26T19:18:26.296Z",
+            "created_utc": "2024-02-01T23:11:28.903Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -308,7 +434,7 @@
             }
         },
         {
-            "created_utc": "2024-01-26T19:18:26.296Z",
+            "created_utc": "2024-02-01T23:11:28.903Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -326,7 +452,7 @@
             }
         },
         {
-            "created_utc": "2024-01-26T19:18:26.296Z",
+            "created_utc": "2024-02-01T23:11:28.903Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -344,7 +470,7 @@
             }
         },
         {
-            "created_utc": "2024-01-26T19:18:26.296Z",
+            "created_utc": "2024-02-01T23:11:28.903Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -362,7 +488,7 @@
             }
         },
         {
-            "created_utc": "2024-01-26T19:18:26.296Z",
+            "created_utc": "2024-02-01T23:11:28.903Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -380,7 +506,7 @@
             }
         },
         {
-            "created_utc": "2024-01-26T19:18:26.296Z",
+            "created_utc": "2024-02-01T23:11:28.903Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -398,7 +524,7 @@
             }
         },
         {
-            "created_utc": "2024-01-26T19:18:26.296Z",
+            "created_utc": "2024-02-01T23:11:28.903Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -416,7 +542,7 @@
             }
         },
         {
-            "created_utc": "2024-01-26T19:18:26.296Z",
+            "created_utc": "2024-02-01T23:11:28.903Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -434,7 +560,7 @@
             }
         },
         {
-            "created_utc": "2024-01-26T19:18:26.296Z",
+            "created_utc": "2024-02-01T23:11:28.903Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -452,7 +578,7 @@
             }
         },
         {
-            "created_utc": "2024-01-26T19:18:26.296Z",
+            "created_utc": "2024-02-01T23:11:28.903Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -470,7 +596,7 @@
             }
         },
         {
-            "created_utc": "2024-01-26T19:18:26.296Z",
+            "created_utc": "2024-02-01T23:11:28.903Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -488,7 +614,7 @@
             }
         },
         {
-            "created_utc": "2024-01-26T19:18:26.296Z",
+            "created_utc": "2024-02-01T23:11:28.903Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -506,7 +632,7 @@
             }
         },
         {
-            "created_utc": "2024-01-26T19:18:26.296Z",
+            "created_utc": "2024-02-01T23:11:28.903Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -524,7 +650,7 @@
             }
         },
         {
-            "created_utc": "2024-01-26T19:18:26.296Z",
+            "created_utc": "2024-02-01T23:11:28.903Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -542,7 +668,7 @@
             }
         },
         {
-            "created_utc": "2024-01-26T19:18:26.296Z",
+            "created_utc": "2024-02-01T23:11:28.903Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -560,7 +686,7 @@
             }
         },
         {
-            "created_utc": "2024-01-26T19:18:26.296Z",
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@@ -1820,7 +1946,7 @@
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@@ -1838,7 +1964,7 @@
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@@ -1856,7 +1982,7 @@
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@@ -1964,7 +2090,7 @@
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@@ -3296,7 +3422,7 @@
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@@ -3314,7 +3440,7 @@
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@@ -3332,7 +3458,7 @@
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@@ -3368,7 +3494,7 @@
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@@ -3980,7 +4106,7 @@
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@@ -4214,7 +4340,7 @@
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@@ -4232,7 +4358,7 @@
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@@ -4250,7 +4376,7 @@
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@@ -4268,7 +4394,7 @@
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@@ -4286,7 +4412,7 @@
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@@ -4304,7 +4430,7 @@
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@@ -4322,7 +4448,7 @@
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@@ -4340,7 +4466,7 @@
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@@ -4358,7 +4484,7 @@
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@@ -4376,7 +4502,7 @@
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@@ -4394,7 +4520,7 @@
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@@ -4412,7 +4538,7 @@
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@@ -4430,7 +4556,7 @@
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@@ -4448,7 +4574,7 @@
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@@ -4466,7 +4592,7 @@
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@@ -4484,7 +4610,7 @@
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@@ -4502,7 +4628,7 @@
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@@ -4520,7 +4646,7 @@
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@@ -4538,7 +4664,7 @@
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@@ -4556,7 +4682,7 @@
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@@ -4574,7 +4700,7 @@
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@@ -4592,7 +4718,7 @@
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@@ -4610,7 +4736,7 @@
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@@ -5636,7 +5762,7 @@
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@@ -5654,7 +5780,7 @@
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@@ -5690,7 +5816,7 @@
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@@ -5726,7 +5852,7 @@
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@@ -5744,7 +5870,7 @@
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@@ -5762,7 +5888,7 @@
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@@ -5780,7 +5906,7 @@
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@@ -5816,7 +5942,7 @@
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@@ -5834,7 +5960,7 @@
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@@ -5870,7 +5996,7 @@
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@@ -5888,7 +6014,7 @@
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@@ -5906,7 +6032,7 @@
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@@ -5924,7 +6050,7 @@
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@@ -5942,7 +6068,7 @@
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@@ -5960,7 +6086,7 @@
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@@ -7310,7 +7436,7 @@
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@@ -8318,7 +8444,7 @@
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@@ -8336,7 +8462,7 @@
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@@ -8426,7 +8552,7 @@
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@@ -8516,7 +8642,7 @@
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@@ -8534,7 +8660,7 @@
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@@ -8552,7 +8678,7 @@
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@@ -8570,7 +8696,7 @@
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@@ -8588,7 +8714,7 @@
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@@ -8606,7 +8732,7 @@
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@@ -8624,7 +8750,7 @@
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@@ -8642,7 +8768,7 @@
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@@ -8660,7 +8786,7 @@
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         },
         {
-            "created_utc": "2024-01-26T19:18:26.296Z",
+            "created_utc": "2024-02-01T23:11:28.903Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10028,7 +10154,7 @@
             }
         },
         {
-            "created_utc": "2024-01-26T19:18:26.296Z",
+            "created_utc": "2024-02-01T23:11:28.903Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10046,7 +10172,7 @@
             }
         },
         {
-            "created_utc": "2024-01-26T19:18:26.296Z",
+            "created_utc": "2024-02-01T23:11:28.903Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10064,7 +10190,7 @@
             }
         },
         {
-            "created_utc": "2024-01-26T19:18:26.296Z",
+            "created_utc": "2024-02-01T23:11:28.903Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10082,7 +10208,7 @@
             }
         },
         {
-            "created_utc": "2024-01-26T19:18:26.296Z",
+            "created_utc": "2024-02-01T23:11:28.903Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10100,7 +10226,7 @@
             }
         },
         {
-            "created_utc": "2024-01-26T19:18:26.296Z",
+            "created_utc": "2024-02-01T23:11:28.903Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
@@ -10118,7 +10244,7 @@
             }
         },
         {
-            "created_utc": "2024-01-26T19:18:26.296Z",
+            "created_utc": "2024-02-01T23:11:28.903Z",
             "repository": {
                 "owner": "ANHIG",
                 "name": "IMGTHLA",
diff --git a/gfe-db/pipeline/config/source-config.json b/gfe-db/pipeline/config/source-config.json
index 4a274f5c..64fd0a09 100644
--- a/gfe-db/pipeline/config/source-config.json
+++ b/gfe-db/pipeline/config/source-config.json
@@ -1,6 +1,6 @@
 {
-    "created_utc": "2024-01-26T19:18:26.296Z",
-    "updated_utc": "2024-01-26T19:18:26.296Z",
+    "created_utc": "2024-02-01T23:11:28.903Z",
+    "updated_utc": "2024-02-01T23:11:28.903Z",
     "repositories": {
         "ANHIG/IMGTHLA": {
             "owner": "ANHIG",
diff --git a/gfe-db/pipeline/statemachines/update-pipeline.asl.json b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
index 434d3879..18ec62a7 100644
--- a/gfe-db/pipeline/statemachines/update-pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
@@ -359,8 +359,8 @@
                             "Resource": "arn:aws:states:::aws-sdk:sqs:sendMessage",
                             "Parameters": {
                                 "QueueUrl": "${GfeDbLoadQueueUrl}",
-                                "MessageGroupId": "$.input.invocation_id",
-                                "MessageDeduplicationId.$": "$.state.execution.id",
+                                "MessageGroupId": "${Stage}-${AppName}",
+                                "MessageDeduplicationId.$": "States.Format('{}', $.input.version)",
                                 "MessageBody.$": "$"
                             },
                             "ResultPath": null,
@@ -388,14 +388,14 @@
                                 {
                                     "Variable": "$.state.execution.status",
                                     "StringEquals": "LOAD_FAILED",
-                                    "Next": "Load Failed"
+                                    "Next": "Fail Load"
                                 }
                             ],
                             "Default": "Wait for Load Status"
                         },
-                        "Load Failed": {
+                        "Fail Load": {
                             "Type": "Fail",
-                            "Error": "States.JsonToString($.state.error.message)",
+                            "ErrorPath": "States.JsonToString($.state.error.message)",
                             "CausePath": "States.JsonToString($.state.error.cause)"
                         },
                         "Run Validation Query": {
@@ -525,18 +525,18 @@
                                             "StringEquals": "LOAD_FAILED"
                                         }
                                     ],
-                                    "Next": "Sync State for Failure"
+                                    "Next": "Sync State → EXECUTION_FAILED"
                                 }
                             ],
-                            "Default": "Update Status → FAILED"
+                            "Default": "Update Status → EXECUTION_FAILED"
                         },
-                        "Update Status → FAILED": {
+                        "Update Status → EXECUTION_FAILED": {
                             "Type": "Pass",
-                            "Result": "FAILED",
+                            "Result": "EXECUTION_FAILED",
                             "ResultPath": "$.state.execution.status",
-                            "Next": "Sync State for Failure"
+                            "Next": "Sync State → EXECUTION_FAILED"
                         },
-                        "Sync State for Failure": {
+                        "Sync State → EXECUTION_FAILED": {
                             "Type": "Task",
                             "Resource": "arn:aws:states:::dynamodb:updateItem",
                             "ResultPath": null,

From a7be62042d41ac068349221cc3c3f45f412e3602 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 1 Feb 2024 16:18:13 -0800
Subject: [PATCH 310/367] build and deploy commits to state table

---
 Makefile | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/Makefile b/Makefile
index 7cd659a0..086029e7 100644
--- a/Makefile
+++ b/Makefile
@@ -8,6 +8,7 @@ SPLASH_FONT := slant
 export AWS_ACCOUNT = $(shell aws sts get-caller-identity \
 	--query Account \
 	--output text)
+
 export HAS_STAGE = $(shell aws ssm get-parameters \
 		--names "/${APP_NAME}/${STAGE}/${AWS_REGION}/Stage" \
 		--output json \
@@ -528,6 +529,10 @@ pipeline.state.build:
 pipeline.state.load: 
 	$(MAKE) -C ${APP_NAME}/pipeline/ service.state.load
 
+pipeline.state.deploy:
+	$(MAKE) -C ${APP_NAME}/pipeline/ service.state.build
+	$(MAKE) -C ${APP_NAME}/pipeline/ service.state.load
+
 config.deploy:
 	$(MAKE) database.config.deploy
 	$(MAKE) pipeline.config.deploy

From 6c2505f4709f6fdbcacba4a67a3e77a06f17e302 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 1 Feb 2024 16:52:45 -0800
Subject: [PATCH 311/367] use FIFO queue for builds to maintain idempotency of
 requests

---
 gfe-db/database/template.yaml                        | 3 +--
 gfe-db/pipeline/functions/check_source_update/app.py | 9 ++++++++-
 gfe-db/pipeline/template.yaml                        | 4 +++-
 3 files changed, 12 insertions(+), 4 deletions(-)

diff --git a/gfe-db/database/template.yaml b/gfe-db/database/template.yaml
index a4fc9ec0..c11a4b15 100644
--- a/gfe-db/database/template.yaml
+++ b/gfe-db/database/template.yaml
@@ -76,8 +76,7 @@ Resources:
     DeletionPolicy: Delete
     Properties:
       FifoQueue: true
-      # TODO change visibility timeout when message is received
-      VisibilityTimeout: 60
+      VisibilityTimeout: 10
       MessageRetentionPeriod: 1209600
       ReceiveMessageWaitTimeSeconds: 0 # Short polling can be used since there is 1 consumer
       RedrivePolicy:
diff --git a/gfe-db/pipeline/functions/check_source_update/app.py b/gfe-db/pipeline/functions/check_source_update/app.py
index d60748ca..6bd08f91 100644
--- a/gfe-db/pipeline/functions/check_source_update/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/app.py
@@ -64,6 +64,8 @@
 dynamodb = session.resource("dynamodb")
 queue = session.resource("sqs")
 
+STAGE = os.environ["STAGE"]
+APP_NAME = os.environ["APP_NAME"]
 GITHUB_PERSONAL_ACCESS_TOKEN = pipeline.secrets.GitHubPersonalAccessToken
 
 # Get data source configuration
@@ -290,7 +292,12 @@ def lambda_handler(event, context):
 
         # Send the payload to the processing queue for the state machine 
         for item in execution_payload:
-            gfedb_processing_queue.send_message(MessageBody=json.dumps(item))
+            # add group ID and message deduplication ID to the message
+            gfedb_processing_queue.send_message(
+                MessageGroupId=f'{STAGE}-{APP_NAME}',
+                MessageDeduplicationId=str(item["version"]),
+                MessageBody=json.dumps(item)
+            )
 
         message = f"Queued {len(execution_payload)} release(s) for processing"
         logger.info(message)
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 3b7558b8..bbd90aca 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -382,17 +382,19 @@ Resources:
     UpdateReplacePolicy: Delete
     DeletionPolicy: Delete
     Properties:
+      FifoQueue: true
       VisibilityTimeout: 300
       MessageRetentionPeriod: 43200
       ReceiveMessageWaitTimeSeconds: 20
       RedrivePolicy:
         deadLetterTargetArn: !GetAtt GfeDbProcessingDeadLetterQueue.Arn
-        maxReceiveCount: 3
+        maxReceiveCount: 1
   GfeDbProcessingDeadLetterQueue:
     Type: AWS::SQS::Queue
     UpdateReplacePolicy: Delete
     DeletionPolicy: Delete
     Properties:
+      FifoQueue: true
       VisibilityTimeout: 43200
       MessageRetentionPeriod: 1209600
       ReceiveMessageWaitTimeSeconds: 10

From 8b2f2f2ed558002bf7f720916d240e7f3b1fc915 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 1 Feb 2024 18:13:26 -0800
Subject: [PATCH 312/367] remove pipeline state from version control

---
 .gitignore                                  |     1 +
 gfe-db/pipeline/config/execution-state.json | 10265 ------------------
 2 files changed, 1 insertion(+), 10265 deletions(-)
 delete mode 100644 gfe-db/pipeline/config/execution-state.json

diff --git a/.gitignore b/.gitignore
index eb43eb01..b6d71c26 100755
--- a/.gitignore
+++ b/.gitignore
@@ -111,6 +111,7 @@ gfe-db/pipeline/statemachines/test*
 reports/
 output-payload.json
 *bkp*
+execution-state.json
 
 # Local Deployment
 gfe-db/local/neo4j
diff --git a/gfe-db/pipeline/config/execution-state.json b/gfe-db/pipeline/config/execution-state.json
deleted file mode 100644
index e55a3314..00000000
--- a/gfe-db/pipeline/config/execution-state.json
+++ /dev/null
@@ -1,10265 +0,0 @@
-{
-    "created_utc": "2024-02-01T23:11:28.903Z",
-    "items": [
-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
-            "repository": {
-                "owner": "ANHIG",
-                "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA"
-            },
-            "commit": {
-                "sha": "df6ba6f80a2c5f999590f06fced6c4c4ff56b89d",
-                "date_utc": "2024-01-18T11:06:05.000Z",
-                "message": "Merge pull request #359 from ANHIG/3550\n\nRemoval of empty sequence block in A_prot.txt and MICA_prot.txt",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/df6ba6f80a2c5f999590f06fced6c4c4ff56b89d"
-            },
-            "execution": {
-                "version": 3550,
-                "status": "NOT_PROCESSED"
-            }
-        },
-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
-            "repository": {
-                "owner": "ANHIG",
-                "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA"
-            },
-            "commit": {
-                "sha": "e4fd1e39a4d9f1da8e7efe4a7f699320e287dcdb",
-                "date_utc": "2024-01-18T11:05:37.000Z",
-                "message": "Removal of empty sequence block in A_prot.txt and MICA_prot.txt",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/e4fd1e39a4d9f1da8e7efe4a7f699320e287dcdb"
-            },
-            "execution": {
-                "version": 3550,
-                "status": "NOT_PROCESSED"
-            }
-        },
-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
-            "repository": {
-                "owner": "ANHIG",
-                "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA"
-            },
-            "commit": {
-                "sha": "976810404a63f0f005190d8183450534f4c631df",
-                "date_utc": "2024-01-16T15:41:14.000Z",
-                "message": "Merge pull request #357 from ANHIG/3550\n\n3550",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/976810404a63f0f005190d8183450534f4c631df"
-            },
-            "execution": {
-                "version": 3550,
-                "status": "NOT_PROCESSED"
-            }
-        },
-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
-            "repository": {
-                "owner": "ANHIG",
-                "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA"
-            },
-            "commit": {
-                "sha": "9269ebc7d683892d200250d1cb9b50e65775adf1",
-                "date_utc": "2024-01-16T14:43:17.000Z",
-                "message": "IPD-IMGT/HLA Release 3.55.0",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/9269ebc7d683892d200250d1cb9b50e65775adf1"
-            },
-            "execution": {
-                "version": 3550,
-                "status": "NOT_PROCESSED"
-            }
-        },
-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
-            "repository": {
-                "owner": "ANHIG",
-                "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA"
-            },
-            "commit": {
-                "sha": "3a6d8e08813657a8ce3681fc9381e17e0c476441",
-                "date_utc": "2024-01-16T14:35:51.000Z",
-                "message": "IPD-IMGT/HLA Release 3.55.0",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/3a6d8e08813657a8ce3681fc9381e17e0c476441"
-            },
-            "execution": {
-                "version": 3550,
-                "status": "NOT_PROCESSED"
-            }
-        },
-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
-            "repository": {
-                "owner": "ANHIG",
-                "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA"
-            },
-            "commit": {
-                "sha": "522c1fdd2b79fa7caa628ec48f6654342cb77045",
-                "date_utc": "2024-01-11T14:54:13.000Z",
-                "message": "Merge pull request #355 from ANHIG/3540\n\nRelease of new hla.xml format as hla_new.xml and hla_new.xsd for 3.54.0",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/522c1fdd2b79fa7caa628ec48f6654342cb77045"
-            },
-            "execution": {
-                "version": 3540,
-                "status": "NOT_PROCESSED"
-            }
-        },
-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
-            "repository": {
-                "owner": "ANHIG",
-                "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA"
-            },
-            "commit": {
-                "sha": "7d00d7b49cbcc987e07752845bd8b14986316ab4",
-                "date_utc": "2024-01-11T14:50:19.000Z",
-                "message": "Release of new hla.xml format as hla_new.xml and hla_new.xsd for 3.54.0",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/7d00d7b49cbcc987e07752845bd8b14986316ab4"
-            },
-            "execution": {
-                "version": 3540,
-                "status": "NOT_PROCESSED"
-            }
-        },
-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
-            "repository": {
-                "owner": "ANHIG",
-                "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA"
-            },
-            "commit": {
-                "sha": "901b1b788a2ec2b4722c9672910ad880b29b368b",
-                "date_utc": "2023-11-09T13:58:36.000Z",
-                "message": "Merge pull request #352 from ANHIG/3540\n\nUpload of hla_prot, nuc and gen.fasta to root directory",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/901b1b788a2ec2b4722c9672910ad880b29b368b"
-            },
-            "execution": {
-                "version": 3540,
-                "status": "NOT_PROCESSED"
-            }
-        },
-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
-            "repository": {
-                "owner": "ANHIG",
-                "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA"
-            },
-            "commit": {
-                "sha": "37db1de2825438e8850de308d43a162a6d5c0ebd",
-                "date_utc": "2023-11-09T13:55:56.000Z",
-                "message": "Upload of hla_prot, nuc and gen.fasta to root directory",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/37db1de2825438e8850de308d43a162a6d5c0ebd"
-            },
-            "execution": {
-                "version": 3540,
-                "status": "NOT_PROCESSED"
-            }
-        },
-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
-            "repository": {
-                "owner": "ANHIG",
-                "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA"
-            },
-            "commit": {
-                "sha": "5734aa71940623de415012e724571e8dc83c7ec4",
-                "date_utc": "2023-10-20T09:05:03.000Z",
-                "message": "Merge pull request #350 from ANHIG/3540\n\nCorrected format of hla.xml to be consitent with current production v\u2026",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/5734aa71940623de415012e724571e8dc83c7ec4"
-            },
-            "execution": {
-                "version": 3540,
-                "status": "NOT_PROCESSED"
-            }
-        },
-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
-            "repository": {
-                "owner": "ANHIG",
-                "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA"
-            },
-            "commit": {
-                "sha": "860f0e2963f4e17a3a4ee6631b00f85831414b7c",
-                "date_utc": "2023-10-20T08:48:44.000Z",
-                "message": "Corrected format of hla.xml to be consitent with current production version",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/860f0e2963f4e17a3a4ee6631b00f85831414b7c"
-            },
-            "execution": {
-                "version": 3540,
-                "status": "NOT_PROCESSED"
-            }
-        },
-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
-            "repository": {
-                "owner": "ANHIG",
-                "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA"
-            },
-            "commit": {
-                "sha": "82b2645b5cfda1bcfdaab58e28b1424200ba7feb",
-                "date_utc": "2023-10-12T13:50:58.000Z",
-                "message": "Merge pull request #348 from ANHIG/3540\n\nIMGT/HLA Database Release 3.54.0",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/82b2645b5cfda1bcfdaab58e28b1424200ba7feb"
-            },
-            "execution": {
-                "version": 3540,
-                "status": "NOT_PROCESSED"
-            }
-        },
-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
-            "repository": {
-                "owner": "ANHIG",
-                "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA"
-            },
-            "commit": {
-                "sha": "f71eae6423f6fc21208543a100271fb1f3594ca0",
-                "date_utc": "2023-10-12T10:47:32.000Z",
-                "message": "IMGT/HLA Database Release 3.54.0",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/f71eae6423f6fc21208543a100271fb1f3594ca0"
-            },
-            "execution": {
-                "version": 3540,
-                "status": "NOT_PROCESSED"
-            }
-        },
-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
-            "repository": {
-                "owner": "ANHIG",
-                "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA"
-            },
-            "commit": {
-                "sha": "a549c5b255da7d988a70cf7f7a2bdb5b1ae5b00a",
-                "date_utc": "2023-08-25T12:45:15.000Z",
-                "message": "Merge pull request #345 from ANHIG/3530\n\nUpdate to dpb_tce.csv file containing corrections to DPB TCE version \u2026",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/a549c5b255da7d988a70cf7f7a2bdb5b1ae5b00a"
-            },
-            "execution": {
-                "version": 3530,
-                "status": "NOT_PROCESSED"
-            }
-        },
-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
-            "repository": {
-                "owner": "ANHIG",
-                "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA"
-            },
-            "commit": {
-                "sha": "83aa94b540407ccdfcb452c77439b86c543f849d",
-                "date_utc": "2023-08-25T12:40:58.000Z",
-                "message": "Update to dpb_tce.csv file containing corrections to DPB TCE version 2 assignment",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/83aa94b540407ccdfcb452c77439b86c543f849d"
-            },
-            "execution": {
-                "version": 3530,
-                "status": "NOT_PROCESSED"
-            }
-        },
-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
-            "repository": {
-                "owner": "ANHIG",
-                "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA"
-            },
-            "commit": {
-                "sha": "63dd028fca845a55a065ac75aea5f9079cce065e",
-                "date_utc": "2023-08-11T08:29:58.000Z",
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-                "sha": "e0a5eb838abec8cf00fc16f91e28d63c7bc592c6",
-                "date_utc": "2016-07-13T13:43:30.000Z",
-                "message": "IPD-IMGT/HLA Release 3.25.0\n\nUpdate to Release 3.25.0 of the IPD-IMGT/HLA",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/e0a5eb838abec8cf00fc16f91e28d63c7bc592c6"
-            },
-            "execution": {
-                "version": 3250,
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-        },
-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
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-                "name": "IMGTHLA",
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-                "date_utc": "2016-06-09T08:50:50.000Z",
-                "message": "Create README.md",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/5550f593225b353973d81531849d2085a8d20049"
-            },
-            "execution": {
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-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
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-                "name": "IMGTHLA",
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-                "date_utc": "2016-06-03T13:23:27.000Z",
-                "message": "Update README.md",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/434882a4348817ba1d56d5b60e1b64a36a0ea179"
-            },
-            "execution": {
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-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
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-                "sha": "817531168e66d066c588f4a1a8b55022b7e49e2f",
-                "date_utc": "2016-06-03T13:08:11.000Z",
-                "message": "Merge pull request #62 from ANHIG/3240\n\nAddition of archives and README",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/817531168e66d066c588f4a1a8b55022b7e49e2f"
-            },
-            "execution": {
-                "version": 3240,
-                "status": "NOT_PROCESSED"
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-        },
-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
-            "repository": {
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-            "commit": {
-                "sha": "7d90e5cc213b23a0d743e9c53071ba84651bfe5a",
-                "date_utc": "2016-06-03T13:07:28.000Z",
-                "message": "Addition of archives and README\n\nAddition of archives and README to directory",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/7d90e5cc213b23a0d743e9c53071ba84651bfe5a"
-            },
-            "execution": {
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-                "date_utc": "2016-05-06T14:28:11.000Z",
-                "message": "Merge pull request #61 from jrob119/3240\n\n3240",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/f1ad73426bf06478f2b9e07e8309886bc71137b2"
-            },
-            "execution": {
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-                "status": "NOT_PROCESSED"
-            }
-        },
-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
-            "repository": {
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-                "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA"
-            },
-            "commit": {
-                "sha": "70055402cf42eef5e0d13a1d2ef3b93de0c020f9",
-                "date_utc": "2016-05-06T14:27:07.000Z",
-                "message": "Release 3.24.0.1 Update\n\nVersion Report - 3.24.0.1 (2016-05)\n\nThe following changes have been made to release 3.24.0 to correct a\nnumber of protein sequences, a number of minor errors in displaying the\nsequences and to include a number of sequences that were accidently\nomitted.\n\nCDS sequences\n\nThe C*04:09N deletion was incorrectly displayed.\nThe CDS sequences were not changed.\n\nProtein sequences\n\nThe following proteins sequences were incorrectly translated; A*30:78N,\nA*68:11N, C*03:316N, C*04:09N, DRB5*01:08N.\nThe following proteins sequences did not have the stop codon displayed;\nA*01:04N, A*68:18N, DPB1*507:01N.\n\nGenomic sequences\n\nThe following sequences were omitted; A*02:17:02, A*30:89, B*14:03,\nB*15:08:01, B*15:30, B*35:04:01, B*35:43:01, B*39:09:01, B*51:08:01,\nB*58:02:01, C*02:10:01:03,C*07:01:01:05, C*14:02:01:02, E*01:03:04,\nE*01:06, E*01:08N, E*01:09, E*01:10, DQB1*02:02:01:02.\n\nThe displayed sequences of the following alleles have been modified;\nA*68:18N, C*04:09N, DRB1*01:01:01, DRB1*01:03, DRB1*04:07:01,\nDRB1*07:01:01:03, DRB1*10:01:01:02, DRB1*11:02:01, DRB1*11:03:01,\nDRB1*11:01:01:02, DRB1*12:01:01:02, DRB1*12:01:01:03, DRB1*13:01:01:02,\nDRB1*15:02:01:02, DRB1*16:01:01, DRB1*16:02:01:02.\n\nChanges to the hla.dat file\n\nAt the request of our users, deleted alleles have been added to the\nhla.dat file. These are included as an entry with a single ambiguous\nbase 'x' in the nucleotide sequence. The 'DE' line descibes the allele\nand the reason for deletion.",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/70055402cf42eef5e0d13a1d2ef3b93de0c020f9"
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-            "execution": {
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-            "commit": {
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-                "date_utc": "2016-05-06T14:24:47.000Z",
-                "message": "Release 3.24.0.1 Update\n\nVersion Report - 3.24.0.1 (2016-05)\n\nThe following changes have been made to release 3.24.0 to correct a\nnumber of protein sequences, a number of minor errors in displaying the\nsequences and to include a number of sequences that were accidently\nomitted.\n\nCDS sequences\n\nThe C*04:09N deletion was incorrectly displayed.\nThe CDS sequences were not changed.\n\nProtein sequences\n\nThe following proteins sequences were incorrectly translated; A*30:78N,\nA*68:11N, C*03:316N, C*04:09N, DRB5*01:08N.\nThe following proteins sequences did not have the stop codon displayed;\nA*01:04N, A*68:18N, DPB1*507:01N.\n\nGenomic sequences\n\nThe following sequences were omitted; A*02:17:02, A*30:89, B*14:03,\nB*15:08:01, B*15:30, B*35:04:01, B*35:43:01, B*39:09:01, B*51:08:01,\nB*58:02:01, C*02:10:01:03,C*07:01:01:05, C*14:02:01:02, E*01:03:04,\nE*01:06, E*01:08N, E*01:09, E*01:10, DQB1*02:02:01:02.\n\nThe displayed sequences of the following alleles have been modified;\nA*68:18N, C*04:09N, DRB1*01:01:01, DRB1*01:03, DRB1*04:07:01,\nDRB1*07:01:01:03, DRB1*10:01:01:02, DRB1*11:02:01, DRB1*11:03:01,\nDRB1*11:01:01:02, DRB1*12:01:01:02, DRB1*12:01:01:03, DRB1*13:01:01:02,\nDRB1*15:02:01:02, DRB1*16:01:01, DRB1*16:02:01:02.\n\nChanges to the hla.dat file\n\nAt the request of our users, deleted alleles have been added to the\nhla.dat file. These are included as an entry with a single ambiguous\nbase 'x' in the nucleotide sequence. The 'DE' line descibes the allele\nand the reason for deletion.",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/98adbce2d54553228999014ad63398430bfb41ef"
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-                "sha": "6b7e701845b5e8fcce28b3631df1c108b4627c69",
-                "date_utc": "2016-04-22T09:50:27.000Z",
-                "message": "Merge pull request #60 from jrob119/3240\n\nRelease 3.24.0 Update",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/6b7e701845b5e8fcce28b3631df1c108b4627c69"
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-                "date_utc": "2016-04-22T09:49:05.000Z",
-                "message": "Release 3.24.0 Update\n\nIncomplete transfer of hla.dat file",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/4a0401af6be02ca688adeef3f63f5e55288d14fe"
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-                "date_utc": "2016-04-22T09:41:56.000Z",
-                "message": "Merge pull request #59 from jrob119/3240\n\nRelease 3.24.0 Update",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/18facbfcf57e55c13e29bc97ff9e7a8a5cc5bb15"
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-            "execution": {
-                "version": 3240,
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-                "sha": "36da94dd4846a89c2321178900a5eb082bc19eb4",
-                "date_utc": "2016-04-22T09:41:32.000Z",
-                "message": "Release 3.24.0 Update\n\nIncomplete transfer of hla.dat file",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/36da94dd4846a89c2321178900a5eb082bc19eb4"
-            },
-            "execution": {
-                "version": 3240,
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-            }
-        },
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-            "created_utc": "2024-02-01T23:11:28.903Z",
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-                "owner": "ANHIG",
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-            },
-            "commit": {
-                "sha": "2fc03e93c3e5fb074ec957039252baa3b655147a",
-                "date_utc": "2016-04-21T14:07:40.000Z",
-                "message": "Merge pull request #58 from jrob119/3240\n\nUpdate to Release 3.24.0",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/2fc03e93c3e5fb074ec957039252baa3b655147a"
-            },
-            "execution": {
-                "version": 3240,
-                "status": "NOT_PROCESSED"
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-        },
-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
-            "repository": {
-                "owner": "ANHIG",
-                "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA"
-            },
-            "commit": {
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-                "date_utc": "2016-04-21T14:06:15.000Z",
-                "message": "Update to Release 3.24.0\n\nThe A*30:89 genomic sequence was erroneously omitted from the release.\nThe alignment of the C*04:09N sequence has been reviewed and updated.\nThe nucleotide and protein sequences have not changed.",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/99fff9d205cc7fb0cf0b02a408ce628989bad7f9"
-            },
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-                "sha": "15f5a4a517d3c8720cc61e521e072efdd30f4f23",
-                "date_utc": "2016-04-21T10:21:33.000Z",
-                "message": "Merge pull request #57 from jrob119/3240\n\nUpdated OID README.md",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/15f5a4a517d3c8720cc61e521e072efdd30f4f23"
-            },
-            "execution": {
-                "version": 3240,
-                "status": "NOT_PROCESSED"
-            }
-        },
-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
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-                "owner": "ANHIG",
-                "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA"
-            },
-            "commit": {
-                "sha": "ada3512714bf4053e2210e44b4368c1cabc14f5e",
-                "date_utc": "2016-04-21T10:20:50.000Z",
-                "message": "Updated OID README.md",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/ada3512714bf4053e2210e44b4368c1cabc14f5e"
-            },
-            "execution": {
-                "version": 3240,
-                "status": "NOT_PROCESSED"
-            }
-        },
-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
-            "repository": {
-                "owner": "ANHIG",
-                "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA"
-            },
-            "commit": {
-                "sha": "dee7fbe962cb97fdb09b4d7e67a49d64b764c228",
-                "date_utc": "2016-04-21T10:17:27.000Z",
-                "message": "Merge pull request #56 from jrob119/3240\n\nUpdated 3.24.0 OID Readme",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/dee7fbe962cb97fdb09b4d7e67a49d64b764c228"
-            },
-            "execution": {
-                "version": 3240,
-                "status": "NOT_PROCESSED"
-            }
-        },
-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
-            "repository": {
-                "owner": "ANHIG",
-                "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA"
-            },
-            "commit": {
-                "sha": "ed7d5ca3c803c270c2f9bf2c203e91a440a28327",
-                "date_utc": "2016-04-21T10:17:13.000Z",
-                "message": "Updated 3.24.0 OID Readme",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/ed7d5ca3c803c270c2f9bf2c203e91a440a28327"
-            },
-            "execution": {
-                "version": 3240,
-                "status": "NOT_PROCESSED"
-            }
-        },
-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
-            "repository": {
-                "owner": "ANHIG",
-                "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA"
-            },
-            "commit": {
-                "sha": "40478a1aa8f6629903e5d2b10ec2f60af03eb3e1",
-                "date_utc": "2016-04-15T15:35:58.000Z",
-                "message": "Merge pull request #54 from jrob119/3240\n\nRelease 3.24.0 Update",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/40478a1aa8f6629903e5d2b10ec2f60af03eb3e1"
-            },
-            "execution": {
-                "version": 3240,
-                "status": "NOT_PROCESSED"
-            }
-        },
-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
-            "repository": {
-                "owner": "ANHIG",
-                "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA"
-            },
-            "commit": {
-                "sha": "d709ecc8960232754a592b2f442126f8a905e5c9",
-                "date_utc": "2016-04-15T15:35:32.000Z",
-                "message": "Release 3.24.0 Update\n\nRemoval of duplicate DRB345 entries from hla.xml file",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/d709ecc8960232754a592b2f442126f8a905e5c9"
-            },
-            "execution": {
-                "version": 3240,
-                "status": "NOT_PROCESSED"
-            }
-        },
-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
-            "repository": {
-                "owner": "ANHIG",
-                "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA"
-            },
-            "commit": {
-                "sha": "2812ababfb97e4cb43c13f17e40e292560ac633c",
-                "date_utc": "2016-04-15T15:21:54.000Z",
-                "message": "Merge pull request #53 from jrob119/3240\n\nRelease 3.24.0 Update",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/2812ababfb97e4cb43c13f17e40e292560ac633c"
-            },
-            "execution": {
-                "version": 3240,
-                "status": "NOT_PROCESSED"
-            }
-        },
-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
-            "repository": {
-                "owner": "ANHIG",
-                "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA"
-            },
-            "commit": {
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-                "date_utc": "2016-04-15T15:21:37.000Z",
-                "message": "Release 3.24.0 Update\n\nAmendments to wmda/hla_nom.txt file, the \u2019Deleted Antigen/Allele\nIdentical to\u2019 column for Cw1401\nand DRB112031 was updated",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/059daf7439b541a96ee814460f9764df45a2393b"
-            },
-            "execution": {
-                "version": 3240,
-                "status": "NOT_PROCESSED"
-            }
-        },
-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
-            "repository": {
-                "owner": "ANHIG",
-                "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA"
-            },
-            "commit": {
-                "sha": "d9a85b2ea7bf39d20d6a2062d9aa23c7cc4895fc",
-                "date_utc": "2016-04-14T08:36:01.000Z",
-                "message": "Merge pull request #52 from jrob119/3240\n\nRelease 3.24.0",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/d9a85b2ea7bf39d20d6a2062d9aa23c7cc4895fc"
-            },
-            "execution": {
-                "version": 3240,
-                "status": "NOT_PROCESSED"
-            }
-        },
-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
-            "repository": {
-                "owner": "ANHIG",
-                "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA"
-            },
-            "commit": {
-                "sha": "cfb6db3de7f3a7e76d88467271541ff0cc8fbca1",
-                "date_utc": "2016-04-14T08:35:17.000Z",
-                "message": "Release 3.24.0\n\nFiles for Release 3.24.0 of the IPD-IMGT/HLA Database",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/cfb6db3de7f3a7e76d88467271541ff0cc8fbca1"
-            },
-            "execution": {
-                "version": 3240,
-                "status": "NOT_PROCESSED"
-            }
-        },
-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
-            "repository": {
-                "owner": "ANHIG",
-                "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA"
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-            "commit": {
-                "sha": "3a71348c5399bbcc1c2b28cd4ebaaa287cd5269e",
-                "date_utc": "2014-09-27T21:07:01.000Z",
-                "message": "Renaming subdirectory",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/3a71348c5399bbcc1c2b28cd4ebaaa287cd5269e"
-            },
-            "execution": {
-                "version": 3170,
-                "status": "NOT_PROCESSED"
-            }
-        },
-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
-            "repository": {
-                "owner": "ANHIG",
-                "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA"
-            },
-            "commit": {
-                "sha": "3645f26142d7b8481ab0b9848f87822118f04415",
-                "date_utc": "2014-09-27T21:04:43.000Z",
-                "message": "Added Allele lists to Latest Directory",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/3645f26142d7b8481ab0b9848f87822118f04415"
-            },
-            "execution": {
-                "version": 3170,
-                "status": "NOT_PROCESSED"
-            }
-        },
-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
-            "repository": {
-                "owner": "ANHIG",
-                "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA"
-            },
-            "commit": {
-                "sha": "cfcebc23178847dbd71fd1154c59a251a2d570b8",
-                "date_utc": "2014-09-27T21:03:12.000Z",
-                "message": "Merge pull request #8 from jrob119/3170\n\n3170",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/cfcebc23178847dbd71fd1154c59a251a2d570b8"
-            },
-            "execution": {
-                "version": 3170,
-                "status": "NOT_PROCESSED"
-            }
-        },
-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
-            "repository": {
-                "owner": "ANHIG",
-                "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA"
-            },
-            "commit": {
-                "sha": "4826201263c95aefc29beaeb323f883cf6b4edfb",
-                "date_utc": "2014-09-27T21:02:10.000Z",
-                "message": "Added XML Files",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/4826201263c95aefc29beaeb323f883cf6b4edfb"
-            },
-            "execution": {
-                "version": 3170,
-                "status": "NOT_PROCESSED"
-            }
-        },
-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
-            "repository": {
-                "owner": "ANHIG",
-                "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA"
-            },
-            "commit": {
-                "sha": "0022011301eada9040803c924aa45423fd39e89c",
-                "date_utc": "2014-09-27T20:56:36.000Z",
-                "message": "Adding XML files",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/0022011301eada9040803c924aa45423fd39e89c"
-            },
-            "execution": {
-                "version": 3170,
-                "status": "NOT_PROCESSED"
-            }
-        },
-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
-            "repository": {
-                "owner": "ANHIG",
-                "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA"
-            },
-            "commit": {
-                "sha": "69ac32a1e30dda03ea96d38178682a986d2b01db",
-                "date_utc": "2014-09-27T20:50:18.000Z",
-                "message": "Merge pull request #7 from jrob119/3170\n\n3170",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/69ac32a1e30dda03ea96d38178682a986d2b01db"
-            },
-            "execution": {
-                "version": 3170,
-                "status": "NOT_PROCESSED"
-            }
-        },
-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
-            "repository": {
-                "owner": "ANHIG",
-                "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA"
-            },
-            "commit": {
-                "sha": "340238f97d078fc6b8524deac6366c9ce261b049",
-                "date_utc": "2014-09-27T20:48:52.000Z",
-                "message": "Merge pull request #6 from jrob119/Latest\n\nRenaming",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/340238f97d078fc6b8524deac6366c9ce261b049"
-            },
-            "execution": {
-                "version": 3170,
-                "status": "NOT_PROCESSED"
-            }
-        },
-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
-            "repository": {
-                "owner": "ANHIG",
-                "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA"
-            },
-            "commit": {
-                "sha": "8632b0d19389dcac1b3f1089b634396b51ae8530",
-                "date_utc": "2014-09-27T20:47:44.000Z",
-                "message": "Renaming",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/8632b0d19389dcac1b3f1089b634396b51ae8530"
-            },
-            "execution": {
-                "version": 3170,
-                "status": "NOT_PROCESSED"
-            }
-        },
-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
-            "repository": {
-                "owner": "ANHIG",
-                "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA"
-            },
-            "commit": {
-                "sha": "9d8f585502fcfe70c5f809ba44856a6f0cd986a2",
-                "date_utc": "2014-09-27T20:33:43.000Z",
-                "message": "Merge pull request #5 from jrob119/3170\n\nMerge pull request #4 from jrob119/Latest",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/9d8f585502fcfe70c5f809ba44856a6f0cd986a2"
-            },
-            "execution": {
-                "version": 3170,
-                "status": "NOT_PROCESSED"
-            }
-        },
-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
-            "repository": {
-                "owner": "ANHIG",
-                "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA"
-            },
-            "commit": {
-                "sha": "7c9d9585576bec8fdf41e18d44033d2c8af7a923",
-                "date_utc": "2014-09-27T20:33:03.000Z",
-                "message": "Removed md5 file",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/7c9d9585576bec8fdf41e18d44033d2c8af7a923"
-            },
-            "execution": {
-                "version": 3170,
-                "status": "NOT_PROCESSED"
-            }
-        },
-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
-            "repository": {
-                "owner": "ANHIG",
-                "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA"
-            },
-            "commit": {
-                "sha": "a07bcbd18f5f95606b16258241f9d18ba0e65390",
-                "date_utc": "2014-09-27T19:53:05.000Z",
-                "message": "Merge pull request #4 from jrob119/Latest\n\nMerge pull request #3 from jrob119/3170",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/a07bcbd18f5f95606b16258241f9d18ba0e65390"
-            },
-            "execution": {
-                "version": 3170,
-                "status": "NOT_PROCESSED"
-            }
-        },
-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
-            "repository": {
-                "owner": "ANHIG",
-                "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA"
-            },
-            "commit": {
-                "sha": "0e31941b14171c16697123ff7b81becbeef1c089",
-                "date_utc": "2014-09-27T19:38:32.000Z",
-                "message": "Merge pull request #3 from jrob119/3170\n\nMerge pull request #2 from jrob119/Latest",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/0e31941b14171c16697123ff7b81becbeef1c089"
-            },
-            "execution": {
-                "version": 3170,
-                "status": "NOT_PROCESSED"
-            }
-        },
-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
-            "repository": {
-                "owner": "ANHIG",
-                "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA"
-            },
-            "commit": {
-                "sha": "d9944466594e328cb46f732e5670660fd672a141",
-                "date_utc": "2014-09-27T19:25:48.000Z",
-                "message": "Merge pull request #2 from jrob119/Latest\n\nRestructuring",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/d9944466594e328cb46f732e5670660fd672a141"
-            },
-            "execution": {
-                "version": 3170,
-                "status": "NOT_PROCESSED"
-            }
-        },
-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
-            "repository": {
-                "owner": "ANHIG",
-                "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA"
-            },
-            "commit": {
-                "sha": "16da2f90240d536159a20697fb952b4d14846b13",
-                "date_utc": "2014-09-27T19:18:54.000Z",
-                "message": "Restructuring to subdirectories",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/16da2f90240d536159a20697fb952b4d14846b13"
-            },
-            "execution": {
-                "version": 3170,
-                "status": "NOT_PROCESSED"
-            }
-        },
-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
-            "repository": {
-                "owner": "ANHIG",
-                "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA"
-            },
-            "commit": {
-                "sha": "6ce547fefafa6b804338c231bcb137b789653fdc",
-                "date_utc": "2014-09-27T19:13:24.000Z",
-                "message": "Merge pull request #1 from jrob119/3170\n\nInitial Release and Commit",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/6ce547fefafa6b804338c231bcb137b789653fdc"
-            },
-            "execution": {
-                "version": 3170,
-                "status": "NOT_PROCESSED"
-            }
-        },
-        {
-            "created_utc": "2024-02-01T23:11:28.903Z",
-            "repository": {
-                "owner": "ANHIG",
-                "name": "IMGTHLA",
-                "url": "https://github.com/ANHIG/IMGTHLA"
-            },
-            "commit": {
-                "sha": "af54d281b5f99a75ba06f1026bac7a4086d92f8a",
-                "date_utc": "2014-09-27T19:10:12.000Z",
-                "message": "Initial Release and Commit",
-                "html_url": "https://github.com/ANHIG/IMGTHLA/commit/af54d281b5f99a75ba06f1026bac7a4086d92f8a"
-            },
-            "execution": {
-                "version": 3170,
-                "status": "NOT_PROCESSED"
-            }
-        }
-    ]
-}
\ No newline at end of file

From a66d81d6b1fa6096eb652fb9d3bf5e4dd666fbcf Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 1 Feb 2024 18:30:02 -0800
Subject: [PATCH 313/367] disable GfeDbLoadQueueHasMessages alarm and
 associated resources

---
 gfe-db/database/template.yaml | 175 +++++++++++++++++-----------------
 1 file changed, 85 insertions(+), 90 deletions(-)

diff --git a/gfe-db/database/template.yaml b/gfe-db/database/template.yaml
index c11a4b15..5698e2ba 100644
--- a/gfe-db/database/template.yaml
+++ b/gfe-db/database/template.yaml
@@ -69,6 +69,7 @@ Resources:
       Name: !Sub /${AppName}/${Stage}/${AWS::Region}/Neo4jCredentialsSecretArn
       Description: ARN for Neo4jCredentialsSecret
       Value: !Ref Neo4jCredentialsSecret
+  # TODO move load queue to infra layer
   # Controls load concurrency
   GfeDbLoadQueue:
     Type: AWS::SQS::Queue
@@ -112,88 +113,88 @@ Resources:
       Name: !Sub /${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueName
       Description: Name of gfe-db load queue
       Value: !GetAtt GfeDbLoadQueue.QueueName
-  # SNS Topic for sending notifications when the GfeDbLoadQueueHasMessagesAlarm goes into Alarm state to trigger Load Concurrency Handler
-  GfeDbLoadQueueHasMessagesAlarmTopic:
-    Type: AWS::SNS::Topic
-    Properties:
-      DisplayName: GfeDbLoadQueueHasMessagesAlarmTopic
-  # Alarm for when the GfeDbLoadQueue has messages, which is when both ApproximateNumberOfMessagesVisible and ApproximateNumberOfMessagesNotVisible are greater than 0
-  GfeDbLoadQueueHasMessagesAlarm:
-    Type: AWS::CloudWatch::Alarm
-    Properties:
-      AlarmName: "GfeDbLoadQueueHasMessages"
-      AlarmDescription: "Alarm when the GfeDbLoadQueue has messages"
-      Metrics:
-        - Id: visible
-          MetricStat:
-            Metric:
-              MetricName: ApproximateNumberOfMessagesVisible
-              Namespace: AWS/SQS
-              Dimensions:
-                - Name: QueueName
-                  Value: !GetAtt GfeDbLoadQueue.QueueName
-            Period: 30
-            Stat: Average
-            Unit: Count
-          ReturnData: false
-        - Id: notVisible
-          MetricStat:
-            Metric:
-              MetricName: ApproximateNumberOfMessagesNotVisible
-              Namespace: AWS/SQS
-              Dimensions:
-                - Name: QueueName
-                  Value: !GetAtt GfeDbLoadQueue.QueueName
-            Period: 30
-            Stat: Average
-            Unit: Count
-          ReturnData: false
-        - Id: e1
-          Expression: visible + notVisible
-          Label: QueueHasMessages
-          ReturnData: true
-      ComparisonOperator: GreaterThanThreshold
-      Threshold: 0
-      EvaluationPeriods: 1
-      AlarmActions:
-        - !Ref GfeDbLoadQueueHasMessagesAlarmTopic
-  GfeDbLoadQueueHasMessagesAlarmArnParameter:
-    Type: AWS::SSM::Parameter
-    Properties:
-      Type: String
-      Name: !Sub /${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueHasMessagesAlarmArn
-      Description: ARN of GfeDbLoadQueueHasMessagesAlarm
-      Value: !GetAtt GfeDbLoadQueueHasMessagesAlarm.Arn
-  GfeDbLoadQueueHasMessagesAlarmNameParameter:
-    Type: AWS::SSM::Parameter
-    Properties:
-      Type: String
-      Name: !Sub /${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueHasMessagesAlarmName
-      Description: Name of GfeDbLoadQueueHasMessagesAlarm
-      Value: !Ref GfeDbLoadQueueHasMessagesAlarm
-  GfeDbLoadQueueHasMessagesAlarmTopicPolicy:
-    Type: AWS::SNS::TopicPolicy
-    Properties:
-      Topics:
-        - !Ref GfeDbLoadQueueHasMessagesAlarmTopic
-      PolicyDocument:
-        Version: "2012-10-17"
-        Statement:
-          - Effect: Allow
-            Principal:
-              Service: cloudwatch.amazonaws.com
-            Action: sns:Publish
-            Resource: !Ref GfeDbLoadQueueHasMessagesAlarmTopic
-            Condition:
-              StringEquals:
-                aws:SourceAccount: !Ref AWS::AccountId
-  GfeDbLoadQueueHasMessagesAlarmTopicNameParameter:
-    Type: AWS::SSM::Parameter
-    Properties:
-      Type: String
-      Name: !Sub /${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueHasMessagesAlarmTopicName
-      Description: Name of SNS topic for GfeDbLoadQueueHasMessagesAlarm
-      Value: !Ref GfeDbLoadQueueHasMessagesAlarmTopic
+  # # SNS Topic for sending notifications when the GfeDbLoadQueueHasMessagesAlarm goes into Alarm state to trigger Load Concurrency Handler
+  # GfeDbLoadQueueHasMessagesAlarmTopic:
+  #   Type: AWS::SNS::Topic
+  #   Properties:
+  #     DisplayName: GfeDbLoadQueueHasMessagesAlarmTopic
+  # # Alarm for when the GfeDbLoadQueue has messages, which is when both ApproximateNumberOfMessagesVisible and ApproximateNumberOfMessagesNotVisible are greater than 0
+  # GfeDbLoadQueueHasMessagesAlarm:
+  #   Type: AWS::CloudWatch::Alarm
+  #   Properties:
+  #     AlarmName: "GfeDbLoadQueueHasMessages"
+  #     AlarmDescription: "Alarm when the GfeDbLoadQueue has messages"
+  #     Metrics:
+  #       - Id: visible
+  #         MetricStat:
+  #           Metric:
+  #             MetricName: ApproximateNumberOfMessagesVisible
+  #             Namespace: AWS/SQS
+  #             Dimensions:
+  #               - Name: QueueName
+  #                 Value: !GetAtt GfeDbLoadQueue.QueueName
+  #           Period: 30
+  #           Stat: Average
+  #           Unit: Count
+  #         ReturnData: false
+  #       - Id: notVisible
+  #         MetricStat:
+  #           Metric:
+  #             MetricName: ApproximateNumberOfMessagesNotVisible
+  #             Namespace: AWS/SQS
+  #             Dimensions:
+  #               - Name: QueueName
+  #                 Value: !GetAtt GfeDbLoadQueue.QueueName
+  #           Period: 30
+  #           Stat: Average
+  #           Unit: Count
+  #         ReturnData: false
+  #       - Id: e1
+  #         Expression: visible + notVisible
+  #         Label: QueueHasMessages
+  #         ReturnData: true
+  #     ComparisonOperator: GreaterThanThreshold
+  #     Threshold: 0
+  #     EvaluationPeriods: 1
+  #     AlarmActions:
+  #       - !Ref GfeDbLoadQueueHasMessagesAlarmTopic
+  # GfeDbLoadQueueHasMessagesAlarmArnParameter:
+  #   Type: AWS::SSM::Parameter
+  #   Properties:
+  #     Type: String
+  #     Name: !Sub /${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueHasMessagesAlarmArn
+  #     Description: ARN of GfeDbLoadQueueHasMessagesAlarm
+  #     Value: !GetAtt GfeDbLoadQueueHasMessagesAlarm.Arn
+  # GfeDbLoadQueueHasMessagesAlarmNameParameter:
+  #   Type: AWS::SSM::Parameter
+  #   Properties:
+  #     Type: String
+  #     Name: !Sub /${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueHasMessagesAlarmName
+  #     Description: Name of GfeDbLoadQueueHasMessagesAlarm
+  #     Value: !Ref GfeDbLoadQueueHasMessagesAlarm
+  # GfeDbLoadQueueHasMessagesAlarmTopicPolicy:
+  #   Type: AWS::SNS::TopicPolicy
+  #   Properties:
+  #     Topics:
+  #       - !Ref GfeDbLoadQueueHasMessagesAlarmTopic
+  #     PolicyDocument:
+  #       Version: "2012-10-17"
+  #       Statement:
+  #         - Effect: Allow
+  #           Principal:
+  #             Service: cloudwatch.amazonaws.com
+  #           Action: sns:Publish
+  #           Resource: !Ref GfeDbLoadQueueHasMessagesAlarmTopic
+  #           Condition:
+  #             StringEquals:
+  #               aws:SourceAccount: !Ref AWS::AccountId
+  # GfeDbLoadQueueHasMessagesAlarmTopicNameParameter:
+  #   Type: AWS::SSM::Parameter
+  #   Properties:
+  #     Type: String
+  #     Name: !Sub /${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueHasMessagesAlarmTopicName
+  #     Description: Name of SNS topic for GfeDbLoadQueueHasMessagesAlarm
+  #     Value: !Ref GfeDbLoadQueueHasMessagesAlarmTopic
   Neo4jDatabaseInstance:
     Type: AWS::EC2::Instance
     CreationPolicy:
@@ -503,6 +504,8 @@ Resources:
                   - states:SendTaskHeartbeat
                   - states:SendTaskSuccess
                   - states:SendTaskFailure
+                # TODO in order to restrict permissions, the activity should be deployed on the infra layer so it can be references
+                # (right now it's in the pipeline layer)
                 Resource:
                   - "*"
               - Effect: Allow
@@ -510,13 +513,6 @@ Resources:
                   - ec2:AssociateAddress
                 Resource:
                   - "*"
-              - Effect: "Allow"
-                Action:
-                  - sqs:ReceiveMessage
-                  - sqs:deletemessage
-                  - sqs:ChangeMessageVisibility
-                Resource:
-                  - !GetAtt GfeDbLoadQueue.Arn
               - Effect: Allow
                 Action:
                   - ssm:PutParameter
@@ -727,7 +723,6 @@ Resources:
           "ssm": [
               "/${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueUrl",
               "/${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueArn",
-              "/${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueHasMessagesAlarmTopicName",
               "/${AppName}/${Stage}/${AWS::Region}/Neo4jCredentialsSecretArn",
               "/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseSecurityGroupName",
               "/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseInstanceId",

From 33befcd67cb95f14654a856f7858924fe6d23f72 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 2 Feb 2024 13:17:34 -0800
Subject: [PATCH 314/367] move queues and alarms to pipeline layer

---
 Makefile                                      |   2 +-
 gfe-db/database/template.yaml                 | 128 ----------------
 gfe-db/infrastructure/template.yaml           |  79 +---------
 gfe-db/pipeline/config/source-config.json     |   4 +-
 .../functions/lcm_receive_message/app.py      |   4 +-
 gfe-db/pipeline/template.yaml                 | 137 ++++++++++++++++--
 6 files changed, 128 insertions(+), 226 deletions(-)

diff --git a/Makefile b/Makefile
index 086029e7..956b1602 100644
--- a/Makefile
+++ b/Makefile
@@ -136,7 +136,7 @@ deploy: splash-screen logs.purge env.validate ##=> Deploy all services
 	$(MAKE) infrastructure.deploy 
 	$(MAKE) database.deploy
 	$(MAKE) pipeline.deploy
-	$(MAKE) monitoring.create-topic-subscriptions topics="GfeDbExecutionResultTopicArn DataPipelineErrorsTopicArn"
+	$(MAKE) monitoring.create-topic-subscriptions topics="GfeDbExecutionResultTopicArn UpdatePipelineErrorsTopicArn"
 ifeq ($(HAS_STAGE),null)
 	@sh -c '$(MAKE) pipeline.state.build && $(MAKE) pipeline.state.load || echo "Pipeline state build failed"'
 endif
diff --git a/gfe-db/database/template.yaml b/gfe-db/database/template.yaml
index 5698e2ba..4aa83eb3 100644
--- a/gfe-db/database/template.yaml
+++ b/gfe-db/database/template.yaml
@@ -69,132 +69,6 @@ Resources:
       Name: !Sub /${AppName}/${Stage}/${AWS::Region}/Neo4jCredentialsSecretArn
       Description: ARN for Neo4jCredentialsSecret
       Value: !Ref Neo4jCredentialsSecret
-  # TODO move load queue to infra layer
-  # Controls load concurrency
-  GfeDbLoadQueue:
-    Type: AWS::SQS::Queue
-    UpdateReplacePolicy: Delete
-    DeletionPolicy: Delete
-    Properties:
-      FifoQueue: true
-      VisibilityTimeout: 10
-      MessageRetentionPeriod: 1209600
-      ReceiveMessageWaitTimeSeconds: 0 # Short polling can be used since there is 1 consumer
-      RedrivePolicy:
-        deadLetterTargetArn: !GetAtt GfeDbLoadDeadLetterQueue.Arn
-        maxReceiveCount: 1
-  GfeDbLoadDeadLetterQueue:
-    Type: AWS::SQS::Queue
-    UpdateReplacePolicy: Delete
-    DeletionPolicy: Delete
-    Properties:
-      FifoQueue: true
-      VisibilityTimeout: 60
-      MessageRetentionPeriod: 1209600
-      ReceiveMessageWaitTimeSeconds: 10
-  GfeDbLoadQueueUrlParameter:
-    Type: AWS::SSM::Parameter
-    Properties:
-      Type: String
-      Name: !Sub /${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueUrl
-      Description: URL of gfe-db load queue
-      Value: !GetAtt GfeDbLoadQueue.QueueUrl
-  GfeDbLoadQueueArnParameter:
-    Type: AWS::SSM::Parameter
-    Properties:
-      Type: String
-      Name: !Sub /${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueArn
-      Description: ARN of gfe-db load queue
-      Value: !GetAtt GfeDbLoadQueue.Arn
-  GfeDbLoadQueueNameParameter:
-    Type: AWS::SSM::Parameter
-    Properties:
-      Type: String
-      Name: !Sub /${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueName
-      Description: Name of gfe-db load queue
-      Value: !GetAtt GfeDbLoadQueue.QueueName
-  # # SNS Topic for sending notifications when the GfeDbLoadQueueHasMessagesAlarm goes into Alarm state to trigger Load Concurrency Handler
-  # GfeDbLoadQueueHasMessagesAlarmTopic:
-  #   Type: AWS::SNS::Topic
-  #   Properties:
-  #     DisplayName: GfeDbLoadQueueHasMessagesAlarmTopic
-  # # Alarm for when the GfeDbLoadQueue has messages, which is when both ApproximateNumberOfMessagesVisible and ApproximateNumberOfMessagesNotVisible are greater than 0
-  # GfeDbLoadQueueHasMessagesAlarm:
-  #   Type: AWS::CloudWatch::Alarm
-  #   Properties:
-  #     AlarmName: "GfeDbLoadQueueHasMessages"
-  #     AlarmDescription: "Alarm when the GfeDbLoadQueue has messages"
-  #     Metrics:
-  #       - Id: visible
-  #         MetricStat:
-  #           Metric:
-  #             MetricName: ApproximateNumberOfMessagesVisible
-  #             Namespace: AWS/SQS
-  #             Dimensions:
-  #               - Name: QueueName
-  #                 Value: !GetAtt GfeDbLoadQueue.QueueName
-  #           Period: 30
-  #           Stat: Average
-  #           Unit: Count
-  #         ReturnData: false
-  #       - Id: notVisible
-  #         MetricStat:
-  #           Metric:
-  #             MetricName: ApproximateNumberOfMessagesNotVisible
-  #             Namespace: AWS/SQS
-  #             Dimensions:
-  #               - Name: QueueName
-  #                 Value: !GetAtt GfeDbLoadQueue.QueueName
-  #           Period: 30
-  #           Stat: Average
-  #           Unit: Count
-  #         ReturnData: false
-  #       - Id: e1
-  #         Expression: visible + notVisible
-  #         Label: QueueHasMessages
-  #         ReturnData: true
-  #     ComparisonOperator: GreaterThanThreshold
-  #     Threshold: 0
-  #     EvaluationPeriods: 1
-  #     AlarmActions:
-  #       - !Ref GfeDbLoadQueueHasMessagesAlarmTopic
-  # GfeDbLoadQueueHasMessagesAlarmArnParameter:
-  #   Type: AWS::SSM::Parameter
-  #   Properties:
-  #     Type: String
-  #     Name: !Sub /${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueHasMessagesAlarmArn
-  #     Description: ARN of GfeDbLoadQueueHasMessagesAlarm
-  #     Value: !GetAtt GfeDbLoadQueueHasMessagesAlarm.Arn
-  # GfeDbLoadQueueHasMessagesAlarmNameParameter:
-  #   Type: AWS::SSM::Parameter
-  #   Properties:
-  #     Type: String
-  #     Name: !Sub /${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueHasMessagesAlarmName
-  #     Description: Name of GfeDbLoadQueueHasMessagesAlarm
-  #     Value: !Ref GfeDbLoadQueueHasMessagesAlarm
-  # GfeDbLoadQueueHasMessagesAlarmTopicPolicy:
-  #   Type: AWS::SNS::TopicPolicy
-  #   Properties:
-  #     Topics:
-  #       - !Ref GfeDbLoadQueueHasMessagesAlarmTopic
-  #     PolicyDocument:
-  #       Version: "2012-10-17"
-  #       Statement:
-  #         - Effect: Allow
-  #           Principal:
-  #             Service: cloudwatch.amazonaws.com
-  #           Action: sns:Publish
-  #           Resource: !Ref GfeDbLoadQueueHasMessagesAlarmTopic
-  #           Condition:
-  #             StringEquals:
-  #               aws:SourceAccount: !Ref AWS::AccountId
-  # GfeDbLoadQueueHasMessagesAlarmTopicNameParameter:
-  #   Type: AWS::SSM::Parameter
-  #   Properties:
-  #     Type: String
-  #     Name: !Sub /${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueHasMessagesAlarmTopicName
-  #     Description: Name of SNS topic for GfeDbLoadQueueHasMessagesAlarm
-  #     Value: !Ref GfeDbLoadQueueHasMessagesAlarmTopic
   Neo4jDatabaseInstance:
     Type: AWS::EC2::Instance
     CreationPolicy:
@@ -721,8 +595,6 @@ Resources:
       Value: !Sub |
         {
           "ssm": [
-              "/${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueUrl",
-              "/${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueArn",
               "/${AppName}/${Stage}/${AWS::Region}/Neo4jCredentialsSecretArn",
               "/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseSecurityGroupName",
               "/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseInstanceId",
diff --git a/gfe-db/infrastructure/template.yaml b/gfe-db/infrastructure/template.yaml
index 2479dd08..fe370fab 100644
--- a/gfe-db/infrastructure/template.yaml
+++ b/gfe-db/infrastructure/template.yaml
@@ -361,39 +361,6 @@ Resources:
       Description: !Sub "AllocationId for ${AppName} Neo4j server static IP"
       Value: !GetAtt UsePublicSubnetConditionNeo4jDatabaseElasticIp.AllocationId
 
-  DataPipelineErrorsTopicPolicy:
-    Type: AWS::SNS::TopicPolicy
-    Properties:
-      Topics:
-        - !Ref DataPipelineErrorsTopic
-      PolicyDocument:
-        Version: 2012-10-17
-        Statement:
-          - Effect: Allow
-            Principal:
-              Service: cloudwatch.amazonaws.com
-            Action: sns:Publish
-            Resource: !Ref DataPipelineErrorsTopic
-            Condition:
-              StringEquals:
-                aws:SourceAccount: !Ref AWS::AccountId
-
-  DataPipelineErrorsTopic:
-    Type: AWS::SNS::Topic
-    Properties:
-      DisplayName: !Sub "${AppName} Data Pipeline Errors"
-      Subscription:
-        - Endpoint: !Ref AdminEmail
-          Protocol: email
-
-  DataPipelineErrorsTopicArnParameter:
-    Type: AWS::SSM::Parameter
-    Properties:
-      Type: String
-      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn"
-      Description: !Sub "ARN for ${AppName} Data Pipeline Errors SNS topic"
-      Value: !Ref DataPipelineErrorsTopic
-
   GfedbInfrastructureParamMappingsParameter:
     Type: AWS::SSM::Parameter
     Properties:
@@ -409,49 +376,7 @@ Resources:
             "/${AppName}/${Stage}/${AWS::Region}/DataBucketName",
             "/${AppName}/${Stage}/${AWS::Region}/DataBucketArn",
             "/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseEndpoint",
-            "/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseEndpointAllocationId",
-            "/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn",
-            "/${AppName}/${Stage}/${AWS::Region}/DataPipelineExecutionTopicArn"
+            "/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseEndpointAllocationId"
           ]
         }
-
-  DataPipelineExecutionTopicPolicy:
-    Type: AWS::SNS::TopicPolicy
-    Properties:
-      Topics:
-        - !Ref DataPipelineExecutionTopic
-      PolicyDocument:
-        Version: 2012-10-17
-        Statement:
-          - Effect: Allow
-            Principal:
-              Service: cloudwatch.amazonaws.com
-            Action: sns:Publish
-            Resource: !Ref DataPipelineExecutionTopic
-            Condition:
-              StringEquals:
-                aws:SourceAccount: !Ref AWS::AccountId
-
-  DataPipelineExecutionTopic:
-    Type: AWS::SNS::Topic
-    Properties:
-      DisplayName: !Sub "${AppName} Data Pipeline Errors"
-      Subscription:
-        - Endpoint: !Ref AdminEmail
-          Protocol: email
-
-  DataPipelineExecutionTopicArnParameter:
-    Type: AWS::SSM::Parameter
-    Properties:
-      Type: String
-      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/DataPipelineExecutionTopicArn"
-      Description: !Sub "ARN for ${AppName} Data Pipeline Errors SNS topic"
-      Value: !Ref DataPipelineExecutionTopic
-
-  DataPipelineExecutionTopicNameParameter:
-    Type: AWS::SSM::Parameter
-    Properties:
-      Type: String
-      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/DataPipelineExecutionTopicName"
-      Description: !Sub "Name for ${AppName} Data Pipeline Errors SNS topic"
-      Value: !Ref DataPipelineExecutionTopic
\ No newline at end of file
+        
\ No newline at end of file
diff --git a/gfe-db/pipeline/config/source-config.json b/gfe-db/pipeline/config/source-config.json
index 64fd0a09..8ed53ac3 100644
--- a/gfe-db/pipeline/config/source-config.json
+++ b/gfe-db/pipeline/config/source-config.json
@@ -1,6 +1,6 @@
 {
-    "created_utc": "2024-02-01T23:11:28.903Z",
-    "updated_utc": "2024-02-01T23:11:28.903Z",
+    "created_utc": "2024-02-02T20:56:36.504Z",
+    "updated_utc": "2024-02-02T20:56:36.504Z",
     "repositories": {
         "ANHIG/IMGTHLA": {
             "owner": "ANHIG",
diff --git a/gfe-db/pipeline/functions/lcm_receive_message/app.py b/gfe-db/pipeline/functions/lcm_receive_message/app.py
index b25a66ed..29880342 100644
--- a/gfe-db/pipeline/functions/lcm_receive_message/app.py
+++ b/gfe-db/pipeline/functions/lcm_receive_message/app.py
@@ -15,7 +15,7 @@
 import json
 from gfedbmodels.constants import (
     session,
-    database)
+    pipeline)
 
 logger = logging.getLogger()
 logger.setLevel(logging.INFO)
@@ -26,7 +26,7 @@
 
 sqs = session.client("sqs", region_name=AWS_REGION)
 
-gfe_db_load_queue_url = database.params.GfeDbLoadQueueUrl
+gfe_db_load_queue_url = pipeline.params.GfeDbLoadQueueUrl
 
 def lambda_handler(event, context):
 
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index bbd90aca..1b798304 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -405,6 +405,38 @@ Resources:
       Name: !Sub /${AppName}/${Stage}/${AWS::Region}/GfeDbProcessingQueueUrl
       Description: URL of gfe-db processing queue
       Value: !GetAtt GfeDbProcessingQueue.QueueUrl
+
+
+
+  # Controls load concurrency
+  GfeDbLoadQueue:
+    Type: AWS::SQS::Queue
+    UpdateReplacePolicy: Delete
+    DeletionPolicy: Delete
+    Properties:
+      FifoQueue: true
+      VisibilityTimeout: 10
+      MessageRetentionPeriod: 1209600
+      ReceiveMessageWaitTimeSeconds: 0 # Short polling can be used since there is 1 consumer
+      RedrivePolicy:
+        deadLetterTargetArn: !GetAtt GfeDbLoadDeadLetterQueue.Arn
+        maxReceiveCount: 1
+  GfeDbLoadDeadLetterQueue:
+    Type: AWS::SQS::Queue
+    UpdateReplacePolicy: Delete
+    DeletionPolicy: Delete
+    Properties:
+      FifoQueue: true
+      VisibilityTimeout: 60
+      MessageRetentionPeriod: 1209600
+      ReceiveMessageWaitTimeSeconds: 10
+  GfeDbLoadQueueUrlParameter:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Type: String
+      Name: !Sub /${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueUrl
+      Description: URL of gfe-db load queue
+      Value: !GetAtt GfeDbLoadQueue.QueueUrl
   CheckSourceUpdateFunction:
     Type: AWS::Serverless::Function
     Properties:
@@ -738,7 +770,6 @@ Resources:
                 - ssm:GetParameter
               Resource:
                 - !Sub arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:parameter/${AppName}/${Stage}/${AWS::Region}/*
-
             - Effect: Allow
               Action:
                 - states:StartExecution
@@ -746,10 +777,10 @@ Resources:
               Resource:
                 - !GetAtt LoadConcurrencyManagerStateMachine.Arn
       Events:
-        DataPipelineExecutionTopicTrigger:
+        ExecutionsTrigger:
           Type: SNS
           Properties:
-            Topic: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineExecutionTopicName}}"
+            Topic: !GetAtt UpdatePipelineExecutionTopic.TopicArn
   ValidateBuildOutputFunction:
     Type: AWS::Serverless::Function
     Properties:
@@ -829,7 +860,7 @@ Resources:
         ExecuteValidationQueriesFunctionArn: !GetAtt ExecuteValidationQueriesFunction.Arn
         EvaluateQueryResultsFunctionArn: !GetAtt EvaluateQueryResultsFunction.Arn
         FormatResultsFunctionArn: !GetAtt FormatResultsFunction.Arn
-        GfeDbLoadQueueUrl: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueUrl}}"
+        GfeDbLoadQueueUrl: !GetAtt GfeDbLoadQueue.QueueUrl
       Policies:
         - LambdaInvokePolicy:
             FunctionName: !Ref GetExecutionStateFunction
@@ -852,7 +883,7 @@ Resources:
         - S3ReadPolicy:
             BucketName: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}"
         - SQSSendMessagePolicy:
-            QueueName: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueName}}"
+            QueueName: !GetAtt GfeDbLoadQueue.QueueName
         - Version: "2012-10-17"
           Statement:
             - Effect: Allow
@@ -892,19 +923,18 @@ Resources:
       DefinitionSubstitutions:
         InvokeBackupScriptFunctionArn: !GetAtt InvokeBackupScriptFunction.Arn
         LcmReceiveMessageFunctionArn: !GetAtt LcmReceiveMessageFunction.Arn
-        # GfeDbLoadQueueHasMessagesAlarmName: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueHasMessagesAlarmName}}"
         UpdatePipelineStateMachineExecutionAlarmName: !Ref UpdatePipelineStateMachineExecutionAlarm
         LoadReleaseActivityArn: !Ref LoadReleaseActivity
         InvokeLoadScriptFunctionArn: !GetAtt InvokeLoadScriptFunction.Arn
         GfeDbExecutionStateTable: !Ref GfeDbExecutionStateTable
-        GfeDbLoadQueueUrl: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueUrl}}"
+        GfeDbLoadQueueUrl: !GetAtt GfeDbLoadQueue.QueueUrl
       Policies:
         - LambdaInvokePolicy:
             FunctionName: !Ref InvokeBackupScriptFunction
         - LambdaInvokePolicy:
             FunctionName: !Ref LcmReceiveMessageFunction
         - SQSPollerPolicy:
-            QueueName: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueName}}"
+            QueueName: !GetAtt GfeDbLoadQueue.QueueName
         - LambdaInvokePolicy:
             FunctionName: !Ref InvokeLoadScriptFunction
         - DynamoDBWritePolicy:
@@ -957,7 +987,7 @@ Resources:
       Policies:
         - AWSLambdaBasicExecutionRole
         - SQSPollerPolicy:
-            QueueName: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueName}}"
+            QueueName: !GetAtt GfeDbLoadQueue.QueueName
         - Version: "2012-10-17"
           Statement:
             - Effect: Allow
@@ -1069,15 +1099,76 @@ Resources:
       Name: !Sub /${AppName}/${Stage}/${AWS::Region}/UpdatePipelineStateMachineArn
       Description: ARN of gfe-db update pipeline state machine
       Value: !GetAtt UpdatePipelineStateMachine.Arn
+  UpdatePipelineErrorsTopicPolicy:
+    Type: AWS::SNS::TopicPolicy
+    Properties:
+      Topics:
+        - !Ref UpdatePipelineErrorsTopic
+      PolicyDocument:
+        Version: 2012-10-17
+        Statement:
+          - Effect: Allow
+            Principal:
+              Service: cloudwatch.amazonaws.com
+            Action: sns:Publish
+            Resource: !Ref UpdatePipelineErrorsTopic
+            Condition:
+              StringEquals:
+                aws:SourceAccount: !Ref AWS::AccountId
+  UpdatePipelineErrorsTopic:
+    Type: AWS::SNS::Topic
+    Properties:
+      DisplayName: !Sub "${AppName} Data Pipeline Errors"
+  UpdatePipelineErrorsTopicArnParameter:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Type: String
+      Name: !Sub /${AppName}/${Stage}/${AWS::Region}/UpdatePipelineErrorsTopicArn
+      Description: !Sub ARN of ${AppName} Update Pipeline Errors SNS topic
+      Value: !GetAtt UpdatePipelineErrorsTopic.TopicArn
+  UpdatePipelineExecutionTopic:
+    Type: AWS::SNS::Topic
+    Properties:
+      DisplayName: !Sub "${AppName} Data Pipeline Executions"
+  UpdatePipelineExecutionTopicPolicy:
+    Type: AWS::SNS::TopicPolicy
+    Properties:
+      Topics:
+        - !Ref UpdatePipelineExecutionTopic
+      PolicyDocument:
+        Version: 2012-10-17
+        Statement:
+          - Effect: Allow
+            Principal:
+              Service: cloudwatch.amazonaws.com
+            Action: sns:Publish
+            Resource: !Ref UpdatePipelineExecutionTopic
+            Condition:
+              StringEquals:
+                aws:SourceAccount: !Ref AWS::AccountId
+  UpdatePipelineExecutionTopicArnParameter:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Type: String
+      Name: !Sub /${AppName}/${Stage}/${AWS::Region}/UpdatePipelineExecutionTopicArn
+      Description: !Sub ARN of ${AppName} Update Pipeline Executions SNS topic
+      Value: !GetAtt UpdatePipelineExecutionTopic.TopicArn
+  UpdatePipelineExecutionTopicNameParameter:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Type: String
+      Name: !Sub "/${AppName}/${Stage}/${AWS::Region}/UpdatePipelineExecutionTopicName"
+      Description: !Sub "Name for ${AppName} Data Pipeline Errors SNS topic"
+      Value: !Ref UpdatePipelineExecutionTopic
   UpdatePipelineStateMachineExecutionAlarm:
     Type: AWS::CloudWatch::Alarm
     Properties:
       AlarmDescription: !Sub ${UpdatePipelineStateMachine} state machine execution in progress
       ActionsEnabled: true
       AlarmActions:
-        - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineExecutionTopicArn}}"
+        - !GetAtt UpdatePipelineExecutionTopic.TopicArn
       OKActions:
-        - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineExecutionTopicArn}}"
+        - !GetAtt UpdatePipelineExecutionTopic.TopicArn
       Metrics:
         - Id: m1
           MetricStat:
@@ -1181,10 +1272,10 @@ Resources:
               Resource: 
                 - !Sub 'arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:maintenancewindow/{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/Neo4jBackupMaintenanceWindowId}}'
       Events:
-        PipelineExecutionTopic:
+        ExecutionsTrigger:
           Type: SNS
           Properties:
-            Topic: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineExecutionTopicArn}}"     
+            Topic: !GetAtt UpdatePipelineExecutionTopic.TopicArn
   FormatResultsFunction:
     Type: AWS::Serverless::Function
     Properties:
@@ -1202,13 +1293,17 @@ Resources:
           APP_NAME: !Ref AppName
       Policies:
         - AWSLambdaBasicExecutionRole
+
+
+
+
   UpdatePipelineStateMachineExecutionErrorsAlarm:
     Type: AWS::CloudWatch::Alarm
     Properties:
       AlarmDescription: !Sub ${UpdatePipelineStateMachine} state machine errors
       ActionsEnabled: true
       AlarmActions:
-        - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn}}"
+        - !GetAtt UpdatePipelineErrorsTopic.TopicArn
       MetricName: ExecutionsFailed
       Namespace: AWS/States
       Statistic: Sum
@@ -1219,6 +1314,10 @@ Resources:
       Dimensions:
         - Name: StateMachineArn
           Value: !GetAtt UpdatePipelineStateMachine.Arn
+
+
+
+
   # Activates if the Batch job fails, not integrated with other services
   UpdatePipelineStateMachineIntegrationAlarm:
     Type: AWS::CloudWatch::Alarm
@@ -1226,7 +1325,7 @@ Resources:
       AlarmDescription: !Sub ${UpdatePipelineStateMachine} state machine errors
       ActionsEnabled: true
       AlarmActions:
-        - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataPipelineErrorsTopicArn}}"
+        - !GetAtt UpdatePipelineErrorsTopic.TopicArn
       MetricName: ServiceIntegrationsFailed
       Namespace: AWS/States
       Statistic: Sum
@@ -1237,6 +1336,11 @@ Resources:
       Dimensions:
         - Name: ServiceIntegrationResourceArn
           Value: !Sub arn:aws:states:${AWS::Region}:${AWS::AccountId}:batch:submitJob.sync
+
+
+
+
+
   # TODO move to database stack
   Neo4jLoadQueryDocument:
     Type: AWS::SSM::Document
@@ -1293,7 +1397,7 @@ Resources:
       Type: String
       Name: !Sub /${AppName}/${Stage}/${AWS::Region}/Neo4jLoadQueryDocumentName
       Description: Name of SSM document for loading Neo4j
-      Value: !Ref Neo4jLoadQueryDocument
+      Value: !Ref Neo4jLoadQueryDocument  
   GfedbPipelineParamMappingsParameter:
     Type: AWS::SSM::Parameter
     Properties:
@@ -1310,6 +1414,7 @@ Resources:
               "/${AppName}/${Stage}/${AWS::Region}/BuildJobQueueArn",
               "/${AppName}/${Stage}/${AWS::Region}/BuildServiceRepositoryName",
               "/${AppName}/${Stage}/${AWS::Region}/GfeDbProcessingQueueUrl",
+              "/${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueUrl",
               "/${AppName}/${Stage}/${AWS::Region}/LoadReleaseActivityArn",
               "/${AppName}/${Stage}/${AWS::Region}/UpdatePipelineStateMachineArn",
               "/${AppName}/${Stage}/${AWS::Region}/LoadConcurrencyManagerStateMachineArn",

From 411b7aa06191050682c21a6c9fd88ab9f2bb795d Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 2 Feb 2024 13:22:44 -0800
Subject: [PATCH 315/367] indicate invalid load

---
 .../lambda_layers/gfe_db_models/gfedbmodels/types.py   |  4 +++-
 gfe-db/pipeline/statemachines/update-pipeline.asl.json | 10 +++++-----
 2 files changed, 8 insertions(+), 6 deletions(-)

diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
index 89a8d501..a78b1ac3 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
@@ -17,8 +17,9 @@ class ExecutionStatus(str, Enum):
     BUILD_SUCCESS: build succeeded (set by State Machine) ✅
     LOAD_IN_PROGRESS: load started (set by State Machine) ✅
     LOAD_SUCCESS: load succeeded (set by State Machine) ✅
-    LOAD_SKIPPED: load skipped (set by State Machine) ✅
     LOAD_FAILED: load failed (set by State Machine) ✅
+    LOAD_INVALID: load invalid from query results (set by State Machine) ✅
+    LOAD_SKIPPED: load skipped (set by State Machine) ✅
     BUILD_FAILED: build failed (set by State Machine) ✅
     EXECUTION_FAILED: build or load failed (set by State Machine) ✅
     ABORTED: build or load aborted (set by UpdateExecutionState) ✅
@@ -33,6 +34,7 @@ class ExecutionStatus(str, Enum):
     LOAD_COMPLETE = "LOAD_COMPLETE"
     LOAD_SUCCESS = "LOAD_SUCCESS"
     LOAD_FAILED = "LOAD_FAILED"
+    LOAD_INVALID = "LOAD_INVALID"
     LOAD_SKIPPED = "LOAD_SKIPPED"
     EXECUTION_FAILED = "EXECUTION_FAILED"
     ABORTED = "ABORTED"
diff --git a/gfe-db/pipeline/statemachines/update-pipeline.asl.json b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
index 18ec62a7..92391bd4 100644
--- a/gfe-db/pipeline/statemachines/update-pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
@@ -408,9 +408,9 @@
                             "Type": "Task",
                             "Resource": "${EvaluateQueryResultsFunctionArn}",
                             "ResultPath": "$.validations.load_results",
-                            "Next": "Is Load Successful❓"
+                            "Next": "Is Load Valid❓"
                         },
-                        "Is Load Successful❓": {
+                        "Is Load Valid❓": {
                             "Type": "Choice",
                             "Choices": [
                                 {
@@ -419,7 +419,7 @@
                                     "Next": "Update Status → LOAD_SUCCESS"
                                 }
                             ],
-                            "Default": "Update Status → LOAD_FAILED"
+                            "Default": "Update Status → LOAD_INVALID"
                         },
                         "Update Status → LOAD_SUCCESS": {
                             "Type": "Pass",
@@ -453,9 +453,9 @@
                                 }
                             }
                         },
-                        "Update Status → LOAD_FAILED": {
+                        "Update Status → LOAD_INVALID": {
                             "Type": "Pass",
-                            "Result": "LOAD_FAILED",
+                            "Result": "LOAD_INVALID",
                             "ResultPath": "$.state.execution.status",
                             "Next": "Sync State → LOAD_FAILED"
                         },

From 8f9a84676c10af81bb3e2604788952603b855cbe Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 2 Feb 2024 14:09:05 -0800
Subject: [PATCH 316/367] remove validation causing false load failures

---
 .../functions/evaluate_query_results/app.py   | 29 ++++++++++---------
 1 file changed, 15 insertions(+), 14 deletions(-)

diff --git a/gfe-db/pipeline/functions/evaluate_query_results/app.py b/gfe-db/pipeline/functions/evaluate_query_results/app.py
index 00c47a45..edbe6846 100644
--- a/gfe-db/pipeline/functions/evaluate_query_results/app.py
+++ b/gfe-db/pipeline/functions/evaluate_query_results/app.py
@@ -45,12 +45,12 @@ def lambda_handler(event, context):
     if not have_node_counts_increased and not is_release_version_already_loaded:
         errors.append("Node count has not increased")
 
-    # Number of unique release versions in the database has increased by one
-    num_unique_releases_in_db_post_load = len(unique_releases_in_db_post_load)
-    num_unique_releases_in_db_pre_load = len(unique_releases_in_db_pre_load)
-    has_unique_release_count_increased_by_1 = num_unique_releases_in_db_post_load == num_unique_releases_in_db_pre_load + 1
-    if not has_unique_release_count_increased_by_1 and not is_release_version_already_loaded:
-        errors.append("Unique release count has not increased by 1")
+    # # Number of unique release versions in the database has increased by one
+    # num_unique_releases_in_db_post_load = len(unique_releases_in_db_post_load)
+    # num_unique_releases_in_db_pre_load = len(unique_releases_in_db_pre_load)
+    # has_unique_release_count_increased_by_1 = num_unique_releases_in_db_post_load == num_unique_releases_in_db_pre_load + 1
+    # if not has_unique_release_count_increased_by_1 and not is_release_version_already_loaded:
+    #     errors.append("Unique release count has not increased by 1")
 
     # TODO BOOKMARK 1/19/24 - Allow for the same release version to be loaded multiple times without failing the load validation
     if is_release_version_already_loaded:
@@ -61,7 +61,7 @@ def lambda_handler(event, context):
         is_load_successful = (
             is_release_version_loaded
             and have_node_counts_increased
-            and has_unique_release_count_increased_by_1
+            # and has_unique_release_count_increased_by_1
         )
 
     payload = {
@@ -86,13 +86,13 @@ def lambda_handler(event, context):
             },
         }
 
-        payload["has_unique_release_count_increased_by_1"] = {
-            "value": has_unique_release_count_increased_by_1,
-            "details": {
-                "num_unique_releases_in_db_pre_load": num_unique_releases_in_db_pre_load,
-                "num_unique_releases_in_db_post_load": num_unique_releases_in_db_post_load
-            }
-        }
+        # payload["has_unique_release_count_increased_by_1"] = {
+        #     "value": has_unique_release_count_increased_by_1,
+        #     "details": {
+        #         "num_unique_releases_in_db_pre_load": num_unique_releases_in_db_pre_load,
+        #         "num_unique_releases_in_db_post_load": num_unique_releases_in_db_post_load
+        #     }
+        # }
 
     if errors:
         payload["errors"] = errors
@@ -105,6 +105,7 @@ def lambda_handler(event, context):
     from pathlib import Path
 
     event_path = Path(__file__).parent / "event.json"
+    event_path = Path(__file__).parent / "3520.json"
 
     with open(event_path, "r") as file:
         event = json.load(file)

From 2cd92379913ee9fbdde31c03d3b6c06a806dff5f Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 11 Feb 2024 21:21:32 -0800
Subject: [PATCH 317/367] eda of commits by branch for missing releases

---
 ...0.0-github-api-commits-by-branch-eda.ipynb | 88239 ++++++++++++++++
 notebooks/0.2-github-api-eda.ipynb            |   164 +-
 2 files changed, 88384 insertions(+), 19 deletions(-)
 create mode 100644 notebooks/0.0-github-api-commits-by-branch-eda.ipynb

diff --git a/notebooks/0.0-github-api-commits-by-branch-eda.ipynb b/notebooks/0.0-github-api-commits-by-branch-eda.ipynb
new file mode 100644
index 00000000..d2100f42
--- /dev/null
+++ b/notebooks/0.0-github-api-commits-by-branch-eda.ipynb
@@ -0,0 +1,88239 @@
+{
+ "cells": [
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# GitHub API EDA"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/var/folders/8s/9sb2nsn913q7b4zz75fd_qf00000gn/T/ipykernel_17493/1475131825.py:8: DeprecationWarning: \n",
+      "Pyarrow will become a required dependency of pandas in the next major release of pandas (pandas 3.0),\n",
+      "(to allow more performant data types, such as the Arrow string type, and better interoperability with other libraries)\n",
+      "but was not found to be installed on your system.\n",
+      "If this would cause problems for you,\n",
+      "please provide us feedback at https://github.com/pandas-dev/pandas/issues/54466\n",
+      "        \n",
+      "  import pandas as pd\n"
+     ]
+    }
+   ],
+   "source": [
+    "import os\n",
+    "from dotenv import load_dotenv, find_dotenv\n",
+    "load_dotenv('/Users/ammon/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/.env.nmdpf');\n",
+    "from itertools import chain, starmap\n",
+    "from pathlib import Path\n",
+    "import json\n",
+    "import requests\n",
+    "import pandas as pd\n",
+    "\n",
+    "# Pandas display options\n",
+    "pd.set_option('display.max_rows', None)\n",
+    "pd.set_option('display.max_columns', None)\n",
+    "pd.set_option('display.max_colwidth', None)\n",
+    "pd.set_option('display.width', None)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Environment variables\n",
+    "AWS_REGION = os.environ[\"AWS_REGION\"] \n",
+    "GITHUB_PERSONAL_ACCESS_TOKEN = os.environ[\"GITHUB_PERSONAL_ACCESS_TOKEN\"]\n",
+    "GITHUB_REPOSITORY_OWNER = \"ANHIG\" # os.environ[\"GITHUB_REPOSITORY_OWNER\"]\n",
+    "GITHUB_REPOSITORY_NAME = \"IMGTHLA\" # os.environ[\"GITHUB_REPOSITORY_NAME\"]\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "root_dir = Path('.').resolve().parent"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def flatten_json(dictionary, sep='.', skip_fields=[]):\n",
+    "    \"\"\"Flatten a nested json file. For a list of dictionaries, use this\n",
+    "    inside a for loop before converting to pandas DataFrame.\"\"\"\n",
+    "\n",
+    "    def unpack(parent_key, parent_value):\n",
+    "        \"\"\"Unpack one level of nesting in json file\"\"\"\n",
+    "        # Unpack one level only!!!\n",
+    "        \n",
+    "        if isinstance(parent_value, dict):\n",
+    "            for key, value in parent_value.items():\n",
+    "                temp1 = parent_key + sep + key\n",
+    "                yield temp1, value\n",
+    "        elif isinstance(parent_value, list):\n",
+    "            i = 0 \n",
+    "            for value in parent_value:\n",
+    "                temp2 = parent_key + sep +str(i) \n",
+    "                i += 1\n",
+    "                yield temp2, value\n",
+    "        else:\n",
+    "            yield parent_key, parent_value    \n",
+    "\n",
+    "\n",
+    "    # Keep iterating until the termination condition is satisfied\n",
+    "    while True:\n",
+    "        # Keep unpacking the json file until all values are atomic elements (not dictionary or list)\n",
+    "        dictionary = dict(chain.from_iterable(starmap(unpack, dictionary.items())))\n",
+    "        # Terminate condition: not any value in the json file is dictionary or list\n",
+    "        if not any(isinstance(value, dict) for value in dictionary.values()) and \\\n",
+    "           not any(isinstance(value, list) for value in dictionary.values()):\n",
+    "            break\n",
+    "\n",
+    "    return dictionary\n",
+    "\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def get_commits(owner, repo, per_page=100):\n",
+    "    \"\"\"Return a list of GitHub commits for the specified repository\"\"\"\n",
+    "\n",
+    "    base_url = 'https://api.github.com'\n",
+    "\n",
+    "    # Endpoint\n",
+    "    endpoint = f'/repos/{owner}/{repo}/commits?per_page={per_page}'\n",
+    "\n",
+    "    url = base_url + endpoint\n",
+    "\n",
+    "    # Headers\n",
+    "    headers = {\n",
+    "        'Authorization': f'token {GITHUB_PERSONAL_ACCESS_TOKEN}',\n",
+    "        'Content-Type': 'application/json',\n",
+    "        'Accept': 'application/vnd.github.v3+json',\n",
+    "        'X-GitHub-Api-Version': '2022-11-28'\n",
+    "    }\n",
+    "\n",
+    "    response = requests.get(url, headers=headers)\n",
+    "\n",
+    "    return response.json()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def get_commit(owner, repo, commit_sha):\n",
+    "    \"\"\"Return the commit for the specified repository and commit SHA\"\"\"\n",
+    "\n",
+    "    base_url = 'https://api.github.com'\n",
+    "\n",
+    "    # Endpoint\n",
+    "    endpoint = f'/repos/{owner}/{repo}/commits/{commit_sha}'\n",
+    "    url = base_url + endpoint\n",
+    "\n",
+    "    # Headers\n",
+    "    headers = {\n",
+    "        'Authorization': f'token {GITHUB_PERSONAL_ACCESS_TOKEN}',\n",
+    "        'Content-Type': 'application/json',\n",
+    "        'Accept': 'application/vnd.github.v3+json',\n",
+    "        'X-GitHub-Api-Version': '2022-11-28'\n",
+    "    }\n",
+    "\n",
+    "    response = requests.get(url, headers=headers)\n",
+    "\n",
+    "    return response.json()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def get_branches(owner, repo):\n",
+    "    \"\"\"Fetch branches for a GitHub repository\"\"\"\n",
+    "\n",
+    "    base_url = 'https://api.github.com'\n",
+    "\n",
+    "    # Endpoint\n",
+    "    endpoint = f'/repos/{owner}/{repo}/branches'\n",
+    "    url = base_url + endpoint\n",
+    "\n",
+    "    # Headers\n",
+    "    headers = {\n",
+    "        'Authorization': f'token {GITHUB_PERSONAL_ACCESS_TOKEN}',\n",
+    "        'Content-Type': 'application/json',\n",
+    "        'Accept': 'application/vnd.github.v3+json',\n",
+    "        'X-GitHub-Api-Version': '2022-11-28'\n",
+    "    }\n",
+    "\n",
+    "    response = requests.get(url, headers=headers)\n",
+    "    branches = response.json()\n",
+    "\n",
+    "    return branches"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def get_branch(owner, repo, branch_name):\n",
+    "    \"\"\"Fetch branches for a GitHub repository\"\"\"\n",
+    "\n",
+    "    base_url = 'https://api.github.com'\n",
+    "\n",
+    "    # Endpoint\n",
+    "    endpoint = f'/repos/{owner}/{repo}/branches/{branch_name}'\n",
+    "    url = base_url + endpoint\n",
+    "\n",
+    "    # Headers\n",
+    "    headers = {\n",
+    "        'Authorization': f'token {GITHUB_PERSONAL_ACCESS_TOKEN}',\n",
+    "        'Content-Type': 'application/json',\n",
+    "        'Accept': 'application/vnd.github.v3+json',\n",
+    "        'X-GitHub-Api-Version': '2022-11-28'\n",
+    "    }\n",
+    "\n",
+    "    response = requests.get(url, headers=headers)\n",
+    "    branches = response.json()\n",
+    "\n",
+    "    return branches"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Function to fetch pull requests\n",
+    "def fetch_pull_requests(owner, repo):\n",
+    "    url = f\"https://api.github.com/repos/{owner}/{repo}/pulls?state=all\"\n",
+    "    \n",
+    "    # Headers\n",
+    "    headers = {\n",
+    "        'Authorization': f'token {GITHUB_PERSONAL_ACCESS_TOKEN}',\n",
+    "        'Content-Type': 'application/json',\n",
+    "        'Accept': 'application/vnd.github.v3+json',\n",
+    "        'X-GitHub-Api-Version': '2022-11-28'\n",
+    "    }\n",
+    "    response = requests.get(url, headers=headers)\n",
+    "\n",
+    "    if response.status_code == 200:\n",
+    "        return response.json()\n",
+    "    else:\n",
+    "        print(f\"Error: {response.status_code}\")\n",
+    "        return []"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Commits by Branch\n",
+    "This data was previously downloaded as a JSON file."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from pygethub import list_branches, list_commits, GitHubPaginator"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# paginator = GitHubPaginator(GITHUB_PERSONAL_ACCESS_TOKEN)\n",
+    "\n",
+    "# # BRANCHES\n",
+    "# branch_pages = paginator.get_paginator(list_branches, owner=GITHUB_REPOSITORY_OWNER, repo=GITHUB_REPOSITORY_NAME)\n",
+    "# all_branches = list(branch_pages)\n",
+    "\n",
+    "# # TODO BOOKMARK 2/10/24\n",
+    "# # TODO extract the branch names\n",
+    "# branch_names = [branch[\"name\"] for branch in all_branches]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# commits_by_branch = {}\n",
+    "# for branch in branch_names:\n",
+    "#     list_commits_params = {\n",
+    "#         \"owner\": GITHUB_REPOSITORY_OWNER,\n",
+    "#         \"repo\": GITHUB_REPOSITORY_NAME,\n",
+    "#         \"sha\": branch,\n",
+    "#     }\n",
+    "#     branch_commit_pages = paginator.get_paginator(\n",
+    "#         list_commits, \n",
+    "#         **list_commits_params,\n",
+    "#         user_agent=\"nmdp-bioinformatics-gfe-db-state-builder/1.0\")\n",
+    "#     commits_by_branch[branch] = list(branch_commit_pages)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# with open(root_dir / \"commits-by-branch.json\", \"w\") as f:\n",
+    "#     json.dump(commits_by_branch, f, indent=4)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# load commits-by-branch.json\n",
+    "with open(root_dir / \"commits-by-branch.json\", \"r\") as f:\n",
+    "    commits_by_branch = json.load(f)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Commits by Branch EDA\n",
+    "\n",
+    "Reshape commits_by_branch JSON using dict and list comprehensions\n",
+    "Example of input structure\n",
+    "```json\n",
+    "{\n",
+    "    \"300\": [\n",
+    "        {\n",
+    "            \"sha\": \"ba5cb3d05c7b3ba5024cdafa192d89af186f08a9\",\n",
+    "            \"node_id\": \"MDY6Q29tbWl0MjQ1NDAxMzY6YmE1Y2IzZDA1YzdiM2JhNTAyNGNkYWZhMTkyZDg5YWYxODZmMDhhOQ==\",\n",
+    "            \"commit\": {\n",
+    "                \"author\": {\n",
+    "                    \"name\": \"anhig\",\n",
+    "                    \"email\": \"james.robinson@anthonynolan.org\",\n",
+    "                    \"date\": \"2017-06-07T13:49:28Z\"\n",
+    "                },\n",
+    "                \"committer\": {\n",
+    "                    \"name\": \"anhig\",\n",
+    "                    \"email\": \"james.robinson@anthonynolan.org\",\n",
+    "                    \"date\": \"2017-06-07T13:49:28Z\"\n",
+    "                },\n",
+    "                \"message\": \"Addition of historical WMDA files\\n\\nAddition of historical WMDA files\",\n",
+    "                \"tree\": {\n",
+    "                    \"sha\": \"9eafc92b0944c5e08f7c4b9faeb75c491d293a8a\",\n",
+    "                    \"url\": \"https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/9eafc92b0944c5e08f7c4b9faeb75c491d293a8a\"\n",
+    "                },\n",
+    "                \"url\": \"https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ba5cb3d05c7b3ba5024cdafa192d89af186f08a9\",\n",
+    "                \"comment_count\": 0,\n",
+    "                \"verification\": {\n",
+    "                    \"verified\": false,\n",
+    "                    \"reason\": \"unsigned\",\n",
+    "                    \"signature\": null,\n",
+    "                    \"payload\": null\n",
+    "                }\n",
+    "            }\n",
+    "        },\n",
+    "        ...\n",
+    "    ],\n",
+    "    ...\n",
+    "}\n",
+    "```\n",
+    "Example of output structure\n",
+    "```json\n",
+    "[\n",
+    "    {\n",
+    "        \"branch\": \"300\",\n",
+    "        \"sha\": \"ba5cb3d05c7b3ba5024cdafa192d89af186f08a9\",\n",
+    "        \"node_id\": \"MDY6Q29tbWl0MjQ1NDAxMzY6YmE1Y2IzZDA1YzdiM2JhNTAyNGNkYWZhMTkyZDg5YWYxODZmMDhhOQ==\",\n",
+    "        \"commit\": {\n",
+    "            \"author\": {\n",
+    "                \"name\": \"anhig\",\n",
+    "                \"email\": \"james.robinson@anthonynolan.org\",\n",
+    "                \"date\": \"2017-06-07T13:49:28Z\"\n",
+    "            },\n",
+    "            \"committer\": {\n",
+    "                \"name\": \"anhig\",\n",
+    "                \"email\": \"james.robinson@anthonynolan.org\",\n",
+    "                \"date\": \"2017-06-07T13:49:28Z\"\n",
+    "            },\n",
+    "            \"message\": \"Addition of historical WMDA files\\n\\nAddition of historical WMDA files\",\n",
+    "            \"tree\": {\n",
+    "                \"sha\": \"9eafc92b0944c5e08f7c4b9faeb75c491d293a8a\",\n",
+    "                \"url\": \"https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/9eafc92b0944c5e08f7c4b9faeb75c491d293a8a\"\n",
+    "            },\n",
+    "            \"url\": \"https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ba5cb3d05c7b3ba5024cdafa192d89af186f08a9\",\n",
+    "            \"comment_count\": 0,\n",
+    "            \"verification\": {\n",
+    "                \"verified\": false,\n",
+    "                \"reason\": \"unsigned\",\n",
+    "                \"signature\": null,\n",
+    "                \"payload\": null\n",
+    "            }\n",
+    "        }\n",
+    "    },\n",
+    "    ...\n",
+    "]\n",
+    "```"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "commits_by_branch_list = [\n",
+    "    {\n",
+    "        \"branch\": branch,\n",
+    "        **commit\n",
+    "    }\n",
+    "    for branch, commits in commits_by_branch.items()\n",
+    "    for commit in commits\n",
+    "]\n",
+    " "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# flatten the commits_by_branch_list\n",
+    "commits_by_branch_list_flat = [flatten_json(commit) for commit in commits_by_branch_list]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# load to pandas DataFrame\n",
+    "commits_by_branch_df = pd.DataFrame(commits_by_branch_list_flat)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "The aggregation below shows that a single sha can be associated with multiple branches. This means that we cannot rely on the branch name to indicate the release version the commit was made for.\n",
+    "\n",
+    "Also notice that some commits are associated with only one branch. These are the commits that were missing from calling list_commits which defaults to the master branch, which in this case is called 'Latest'."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# group by sha and find unique branches, then include a column for the number of branches and sort from least to most\n",
+    "commits_by_sha = commits_by_branch_df.groupby(\"sha\").agg(\n",
+    "    branches=(\"branch\", \"unique\"),\n",
+    "    date=(\"commit.author.date\", \"first\"),\n",
+    "    num_branches=(\"branch\", \"nunique\")\n",
+    ").sort_values(\"date\").reset_index()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>sha</th>\n",
+       "      <th>branches</th>\n",
+       "      <th>date</th>\n",
+       "      <th>num_branches</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>270</th>\n",
+       "      <td>e1cd1ec3e66f4ab2b218f6758ed315f557778655</td>\n",
+       "      <td>[3130]</td>\n",
+       "      <td>2017-06-21T14:40:46Z</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                          sha branches                  date  \\\n",
+       "270  e1cd1ec3e66f4ab2b218f6758ed315f557778655   [3130]  2017-06-21T14:40:46Z   \n",
+       "\n",
+       "     num_branches  \n",
+       "270             1  "
+      ]
+     },
+     "execution_count": 27,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "commits_by_sha[commits_by_sha[\"sha\"] == \"e1cd1ec3e66f4ab2b218f6758ed315f557778655\"]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "739"
+      ]
+     },
+     "execution_count": 25,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "len(commits_by_sha)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Commits by Branch Processing\n",
+    "Reduce commits-by-branch JSON to a list of unique commits."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Create an array of all unique commits in commits_by_branch and omit the branch information\n",
+    "unique_commits = set()\n",
+    "for release, commits in commits_by_branch.items():\n",
+    "    unique_commits.update([json.dumps(commit) for commit in commits])\n",
+    "\n",
+    "# covert back to dict\n",
+    "unique_commits = [json.loads(commit) for commit in unique_commits]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "739"
+      ]
+     },
+     "execution_count": 21,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "len(unique_commits)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "unique_commits_flat = [flatten_json(commit) for commit in unique_commits]\n",
+    "unique_commits_df = pd.DataFrame(unique_commits_flat).sort_values(\"commit.author.date\").reset_index(drop=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "739"
+      ]
+     },
+     "execution_count": 23,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# sort by date\n",
+    "len(unique_commits_df)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>sha</th>\n",
+       "      <th>node_id</th>\n",
+       "      <th>commit.author.name</th>\n",
+       "      <th>commit.author.email</th>\n",
+       "      <th>commit.author.date</th>\n",
+       "      <th>commit.committer.name</th>\n",
+       "      <th>commit.committer.email</th>\n",
+       "      <th>commit.committer.date</th>\n",
+       "      <th>commit.message</th>\n",
+       "      <th>commit.tree.sha</th>\n",
+       "      <th>commit.tree.url</th>\n",
+       "      <th>commit.url</th>\n",
+       "      <th>commit.comment_count</th>\n",
+       "      <th>commit.verification.verified</th>\n",
+       "      <th>commit.verification.reason</th>\n",
+       "      <th>commit.verification.signature</th>\n",
+       "      <th>commit.verification.payload</th>\n",
+       "      <th>url</th>\n",
+       "      <th>html_url</th>\n",
+       "      <th>comments_url</th>\n",
+       "      <th>author.login</th>\n",
+       "      <th>author.id</th>\n",
+       "      <th>author.node_id</th>\n",
+       "      <th>author.avatar_url</th>\n",
+       "      <th>author.gravatar_id</th>\n",
+       "      <th>author.url</th>\n",
+       "      <th>author.html_url</th>\n",
+       "      <th>author.followers_url</th>\n",
+       "      <th>author.following_url</th>\n",
+       "      <th>author.gists_url</th>\n",
+       "      <th>author.starred_url</th>\n",
+       "      <th>author.subscriptions_url</th>\n",
+       "      <th>author.organizations_url</th>\n",
+       "      <th>author.repos_url</th>\n",
+       "      <th>author.events_url</th>\n",
+       "      <th>author.received_events_url</th>\n",
+       "      <th>author.type</th>\n",
+       "      <th>author.site_admin</th>\n",
+       "      <th>committer.login</th>\n",
+       "      <th>committer.id</th>\n",
+       "      <th>committer.node_id</th>\n",
+       "      <th>committer.avatar_url</th>\n",
+       "      <th>committer.gravatar_id</th>\n",
+       "      <th>committer.url</th>\n",
+       "      <th>committer.html_url</th>\n",
+       "      <th>committer.followers_url</th>\n",
+       "      <th>committer.following_url</th>\n",
+       "      <th>committer.gists_url</th>\n",
+       "      <th>committer.starred_url</th>\n",
+       "      <th>committer.subscriptions_url</th>\n",
+       "      <th>committer.organizations_url</th>\n",
+       "      <th>committer.repos_url</th>\n",
+       "      <th>committer.events_url</th>\n",
+       "      <th>committer.received_events_url</th>\n",
+       "      <th>committer.type</th>\n",
+       "      <th>committer.site_admin</th>\n",
+       "      <th>parents.0.sha</th>\n",
+       "      <th>parents.0.url</th>\n",
+       "      <th>parents.0.html_url</th>\n",
+       "      <th>parents.1.sha</th>\n",
+       "      <th>parents.1.url</th>\n",
+       "      <th>parents.1.html_url</th>\n",
+       "      <th>author</th>\n",
+       "      <th>committer</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>efc06e88b56d1e6e44661ec45f192dc1186a30ad</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZWZjMDZlODhiNTZkMWU2ZTQ0NjYxZWM0NWYxOTJkYzExODZhMzBhZA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-09-27T18:57:55Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-09-27T18:57:55Z</td>\n",
+       "      <td>Initial commit</td>\n",
+       "      <td>954fe154eccfcb5dff9a5c2368336851ad3e695f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/954fe154eccfcb5dff9a5c2368336851ad3e695f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/efc06e88b56d1e6e44661ec45f192dc1186a30ad</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/efc06e88b56d1e6e44661ec45f192dc1186a30ad</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/efc06e88b56d1e6e44661ec45f192dc1186a30ad</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/efc06e88b56d1e6e44661ec45f192dc1186a30ad/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>785c913f2d42abd68bcdf630ce2f58ee9b9c2579</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Nzg1YzkxM2YyZDQyYWJkNjhiY2RmNjMwY2UyZjU4ZWU5YjljMjU3OQ==</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-09-27T18:58:59Z</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-09-27T18:58:59Z</td>\n",
+       "      <td>Initial Release and Commit</td>\n",
+       "      <td>6effc6b250803775feb79454cd9451ed014949ce</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/6effc6b250803775feb79454cd9451ed014949ce</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/785c913f2d42abd68bcdf630ce2f58ee9b9c2579</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/785c913f2d42abd68bcdf630ce2f58ee9b9c2579</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/785c913f2d42abd68bcdf630ce2f58ee9b9c2579</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/785c913f2d42abd68bcdf630ce2f58ee9b9c2579/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>efc06e88b56d1e6e44661ec45f192dc1186a30ad</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/efc06e88b56d1e6e44661ec45f192dc1186a30ad</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/efc06e88b56d1e6e44661ec45f192dc1186a30ad</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>9f35f8fe8a2e25bb076e588e65389cac16a8ed2f</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OWYzNWY4ZmU4YTJlMjViYjA3NmU1ODhlNjUzODljYWMxNmE4ZWQyZg==</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-09-27T19:00:41Z</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-09-27T19:00:41Z</td>\n",
+       "      <td>Updates to Licence</td>\n",
+       "      <td>2da947b5c470830df9584083726c1bf00a483e9d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/2da947b5c470830df9584083726c1bf00a483e9d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/9f35f8fe8a2e25bb076e588e65389cac16a8ed2f</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9f35f8fe8a2e25bb076e588e65389cac16a8ed2f</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9f35f8fe8a2e25bb076e588e65389cac16a8ed2f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9f35f8fe8a2e25bb076e588e65389cac16a8ed2f/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>785c913f2d42abd68bcdf630ce2f58ee9b9c2579</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/785c913f2d42abd68bcdf630ce2f58ee9b9c2579</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/785c913f2d42abd68bcdf630ce2f58ee9b9c2579</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>79d13ceb388eb9dacc9e166be18cce9373f7fd1d</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NzlkMTNjZWIzODhlYjlkYWNjOWUxNjZiZTE4Y2NlOTM3M2Y3ZmQxZA==</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-09-27T19:00:51Z</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-09-27T19:00:51Z</td>\n",
+       "      <td>Update to Licence file</td>\n",
+       "      <td>9a6f0b53be0fc00c8220ddc89b25cbc1cf4b5655</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/9a6f0b53be0fc00c8220ddc89b25cbc1cf4b5655</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/79d13ceb388eb9dacc9e166be18cce9373f7fd1d</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/79d13ceb388eb9dacc9e166be18cce9373f7fd1d</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/79d13ceb388eb9dacc9e166be18cce9373f7fd1d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/79d13ceb388eb9dacc9e166be18cce9373f7fd1d/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>9f35f8fe8a2e25bb076e588e65389cac16a8ed2f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9f35f8fe8a2e25bb076e588e65389cac16a8ed2f</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9f35f8fe8a2e25bb076e588e65389cac16a8ed2f</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>6ad21b61dee3689c5ae68370d635c5ede483c851</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NmFkMjFiNjFkZWUzNjg5YzVhZTY4MzcwZDYzNWM1ZWRlNDgzYzg1MQ==</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-09-27T19:02:35Z</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-09-27T19:02:35Z</td>\n",
+       "      <td>Updates to README files</td>\n",
+       "      <td>a9ed9a65ab7b5d5421aeb9c936a783ff55283165</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/a9ed9a65ab7b5d5421aeb9c936a783ff55283165</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/6ad21b61dee3689c5ae68370d635c5ede483c851</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6ad21b61dee3689c5ae68370d635c5ede483c851</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6ad21b61dee3689c5ae68370d635c5ede483c851</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6ad21b61dee3689c5ae68370d635c5ede483c851/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>79d13ceb388eb9dacc9e166be18cce9373f7fd1d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/79d13ceb388eb9dacc9e166be18cce9373f7fd1d</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/79d13ceb388eb9dacc9e166be18cce9373f7fd1d</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>08e0ef9f5c6aade40df681821a0b9caef439fe3a</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDhlMGVmOWY1YzZhYWRlNDBkZjY4MTgyMWEwYjljYWVmNDM5ZmUzYQ==</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-09-27T19:03:30Z</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-09-27T19:03:30Z</td>\n",
+       "      <td>Updates to License file</td>\n",
+       "      <td>e49067173b75b41e7d9f703cfe1b0aa89e314ebe</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/e49067173b75b41e7d9f703cfe1b0aa89e314ebe</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/08e0ef9f5c6aade40df681821a0b9caef439fe3a</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/08e0ef9f5c6aade40df681821a0b9caef439fe3a</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/08e0ef9f5c6aade40df681821a0b9caef439fe3a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/08e0ef9f5c6aade40df681821a0b9caef439fe3a/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>6ad21b61dee3689c5ae68370d635c5ede483c851</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6ad21b61dee3689c5ae68370d635c5ede483c851</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6ad21b61dee3689c5ae68370d635c5ede483c851</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>af54d281b5f99a75ba06f1026bac7a4086d92f8a</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YWY1NGQyODFiNWY5OWE3NWJhMDZmMTAyNmJhYzdhNDA4NmQ5MmY4YQ==</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-09-27T19:10:12Z</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-09-27T19:10:12Z</td>\n",
+       "      <td>Initial Release and Commit</td>\n",
+       "      <td>1f226f2fcf5017507d6f587c9b91d446a808ccc5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/1f226f2fcf5017507d6f587c9b91d446a808ccc5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/af54d281b5f99a75ba06f1026bac7a4086d92f8a</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/af54d281b5f99a75ba06f1026bac7a4086d92f8a</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/af54d281b5f99a75ba06f1026bac7a4086d92f8a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/af54d281b5f99a75ba06f1026bac7a4086d92f8a/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>08e0ef9f5c6aade40df681821a0b9caef439fe3a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/08e0ef9f5c6aade40df681821a0b9caef439fe3a</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/08e0ef9f5c6aade40df681821a0b9caef439fe3a</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>6ce547fefafa6b804338c231bcb137b789653fdc</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NmNlNTQ3ZmVmYWZhNmI4MDQzMzhjMjMxYmNiMTM3Yjc4OTY1M2ZkYw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-09-27T19:13:24Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-09-27T19:13:24Z</td>\n",
+       "      <td>Merge pull request #1 from jrob119/3170\\n\\nInitial Release and Commit</td>\n",
+       "      <td>1f226f2fcf5017507d6f587c9b91d446a808ccc5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/1f226f2fcf5017507d6f587c9b91d446a808ccc5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/6ce547fefafa6b804338c231bcb137b789653fdc</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6ce547fefafa6b804338c231bcb137b789653fdc</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6ce547fefafa6b804338c231bcb137b789653fdc</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6ce547fefafa6b804338c231bcb137b789653fdc/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>08e0ef9f5c6aade40df681821a0b9caef439fe3a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/08e0ef9f5c6aade40df681821a0b9caef439fe3a</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/08e0ef9f5c6aade40df681821a0b9caef439fe3a</td>\n",
+       "      <td>af54d281b5f99a75ba06f1026bac7a4086d92f8a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/af54d281b5f99a75ba06f1026bac7a4086d92f8a</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/af54d281b5f99a75ba06f1026bac7a4086d92f8a</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>16da2f90240d536159a20697fb952b4d14846b13</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MTZkYTJmOTAyNDBkNTM2MTU5YTIwNjk3ZmI5NTJiNGQxNDg0NmIxMw==</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-09-27T19:18:54Z</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-09-27T19:24:02Z</td>\n",
+       "      <td>Restructuring to subdirectories</td>\n",
+       "      <td>308a89586eff3472acfc279ca5f102de272fe09a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/308a89586eff3472acfc279ca5f102de272fe09a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/16da2f90240d536159a20697fb952b4d14846b13</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/16da2f90240d536159a20697fb952b4d14846b13</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/16da2f90240d536159a20697fb952b4d14846b13</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/16da2f90240d536159a20697fb952b4d14846b13/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>6ce547fefafa6b804338c231bcb137b789653fdc</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6ce547fefafa6b804338c231bcb137b789653fdc</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6ce547fefafa6b804338c231bcb137b789653fdc</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>d9944466594e328cb46f732e5670660fd672a141</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZDk5NDQ0NjY1OTRlMzI4Y2I0NmY3MzJlNTY3MDY2MGZkNjcyYTE0MQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-09-27T19:25:48Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-09-27T19:25:48Z</td>\n",
+       "      <td>Merge pull request #2 from jrob119/Latest\\n\\nRestructuring</td>\n",
+       "      <td>308a89586eff3472acfc279ca5f102de272fe09a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/308a89586eff3472acfc279ca5f102de272fe09a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/d9944466594e328cb46f732e5670660fd672a141</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d9944466594e328cb46f732e5670660fd672a141</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d9944466594e328cb46f732e5670660fd672a141</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d9944466594e328cb46f732e5670660fd672a141/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>af54d281b5f99a75ba06f1026bac7a4086d92f8a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/af54d281b5f99a75ba06f1026bac7a4086d92f8a</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/af54d281b5f99a75ba06f1026bac7a4086d92f8a</td>\n",
+       "      <td>16da2f90240d536159a20697fb952b4d14846b13</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/16da2f90240d536159a20697fb952b4d14846b13</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/16da2f90240d536159a20697fb952b4d14846b13</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>0e31941b14171c16697123ff7b81becbeef1c089</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MGUzMTk0MWIxNDE3MWMxNjY5NzEyM2ZmN2I4MWJlY2JlZWYxYzA4OQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-09-27T19:38:32Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-09-27T19:38:32Z</td>\n",
+       "      <td>Merge pull request #3 from jrob119/3170\\n\\nMerge pull request #2 from jrob119/Latest</td>\n",
+       "      <td>308a89586eff3472acfc279ca5f102de272fe09a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/308a89586eff3472acfc279ca5f102de272fe09a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/0e31941b14171c16697123ff7b81becbeef1c089</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0e31941b14171c16697123ff7b81becbeef1c089</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0e31941b14171c16697123ff7b81becbeef1c089</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0e31941b14171c16697123ff7b81becbeef1c089/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>16da2f90240d536159a20697fb952b4d14846b13</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/16da2f90240d536159a20697fb952b4d14846b13</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/16da2f90240d536159a20697fb952b4d14846b13</td>\n",
+       "      <td>d9944466594e328cb46f732e5670660fd672a141</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d9944466594e328cb46f732e5670660fd672a141</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d9944466594e328cb46f732e5670660fd672a141</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>a07bcbd18f5f95606b16258241f9d18ba0e65390</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YTA3YmNiZDE4ZjVmOTU2MDZiMTYyNTgyNDFmOWQxOGJhMGU2NTM5MA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-09-27T19:53:05Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-09-27T19:53:05Z</td>\n",
+       "      <td>Merge pull request #4 from jrob119/Latest\\n\\nMerge pull request #3 from jrob119/3170</td>\n",
+       "      <td>308a89586eff3472acfc279ca5f102de272fe09a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/308a89586eff3472acfc279ca5f102de272fe09a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/a07bcbd18f5f95606b16258241f9d18ba0e65390</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a07bcbd18f5f95606b16258241f9d18ba0e65390</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a07bcbd18f5f95606b16258241f9d18ba0e65390</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a07bcbd18f5f95606b16258241f9d18ba0e65390/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>d9944466594e328cb46f732e5670660fd672a141</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d9944466594e328cb46f732e5670660fd672a141</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d9944466594e328cb46f732e5670660fd672a141</td>\n",
+       "      <td>0e31941b14171c16697123ff7b81becbeef1c089</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0e31941b14171c16697123ff7b81becbeef1c089</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0e31941b14171c16697123ff7b81becbeef1c089</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>7c9d9585576bec8fdf41e18d44033d2c8af7a923</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6N2M5ZDk1ODU1NzZiZWM4ZmRmNDFlMThkNDQwMzNkMmM4YWY3YTkyMw==</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-09-27T20:33:03Z</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-09-27T20:33:03Z</td>\n",
+       "      <td>Removed md5 file</td>\n",
+       "      <td>07d95df30a8989ec01fd14b8ece907c31d5178ba</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/07d95df30a8989ec01fd14b8ece907c31d5178ba</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/7c9d9585576bec8fdf41e18d44033d2c8af7a923</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7c9d9585576bec8fdf41e18d44033d2c8af7a923</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7c9d9585576bec8fdf41e18d44033d2c8af7a923</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7c9d9585576bec8fdf41e18d44033d2c8af7a923/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0e31941b14171c16697123ff7b81becbeef1c089</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0e31941b14171c16697123ff7b81becbeef1c089</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0e31941b14171c16697123ff7b81becbeef1c089</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>9d8f585502fcfe70c5f809ba44856a6f0cd986a2</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OWQ4ZjU4NTUwMmZjZmU3MGM1ZjgwOWJhNDQ4NTZhNmYwY2Q5ODZhMg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-09-27T20:33:43Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-09-27T20:33:43Z</td>\n",
+       "      <td>Merge pull request #5 from jrob119/3170\\n\\nMerge pull request #4 from jrob119/Latest</td>\n",
+       "      <td>07d95df30a8989ec01fd14b8ece907c31d5178ba</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/07d95df30a8989ec01fd14b8ece907c31d5178ba</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/9d8f585502fcfe70c5f809ba44856a6f0cd986a2</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9d8f585502fcfe70c5f809ba44856a6f0cd986a2</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9d8f585502fcfe70c5f809ba44856a6f0cd986a2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9d8f585502fcfe70c5f809ba44856a6f0cd986a2/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>7c9d9585576bec8fdf41e18d44033d2c8af7a923</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7c9d9585576bec8fdf41e18d44033d2c8af7a923</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7c9d9585576bec8fdf41e18d44033d2c8af7a923</td>\n",
+       "      <td>a07bcbd18f5f95606b16258241f9d18ba0e65390</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a07bcbd18f5f95606b16258241f9d18ba0e65390</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a07bcbd18f5f95606b16258241f9d18ba0e65390</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>8632b0d19389dcac1b3f1089b634396b51ae8530</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ODYzMmIwZDE5Mzg5ZGNhYzFiM2YxMDg5YjYzNDM5NmI1MWFlODUzMA==</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-09-27T20:47:44Z</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-09-27T20:47:44Z</td>\n",
+       "      <td>Renaming</td>\n",
+       "      <td>8ca145ba8007c6692095018f5aec4c136526e04f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/8ca145ba8007c6692095018f5aec4c136526e04f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/8632b0d19389dcac1b3f1089b634396b51ae8530</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8632b0d19389dcac1b3f1089b634396b51ae8530</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8632b0d19389dcac1b3f1089b634396b51ae8530</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8632b0d19389dcac1b3f1089b634396b51ae8530/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>a07bcbd18f5f95606b16258241f9d18ba0e65390</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a07bcbd18f5f95606b16258241f9d18ba0e65390</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a07bcbd18f5f95606b16258241f9d18ba0e65390</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>340238f97d078fc6b8524deac6366c9ce261b049</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MzQwMjM4Zjk3ZDA3OGZjNmI4NTI0ZGVhYzYzNjZjOWNlMjYxYjA0OQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-09-27T20:48:52Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-09-27T20:48:52Z</td>\n",
+       "      <td>Merge pull request #6 from jrob119/Latest\\n\\nRenaming</td>\n",
+       "      <td>0e9edee4c41fc90412e925d4ca95a2b1074cb4a7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/0e9edee4c41fc90412e925d4ca95a2b1074cb4a7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/340238f97d078fc6b8524deac6366c9ce261b049</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/340238f97d078fc6b8524deac6366c9ce261b049</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/340238f97d078fc6b8524deac6366c9ce261b049</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/340238f97d078fc6b8524deac6366c9ce261b049/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>8632b0d19389dcac1b3f1089b634396b51ae8530</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8632b0d19389dcac1b3f1089b634396b51ae8530</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8632b0d19389dcac1b3f1089b634396b51ae8530</td>\n",
+       "      <td>9d8f585502fcfe70c5f809ba44856a6f0cd986a2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9d8f585502fcfe70c5f809ba44856a6f0cd986a2</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9d8f585502fcfe70c5f809ba44856a6f0cd986a2</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>69ac32a1e30dda03ea96d38178682a986d2b01db</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NjlhYzMyYTFlMzBkZGEwM2VhOTZkMzgxNzg2ODJhOTg2ZDJiMDFkYg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-09-27T20:50:18Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-09-27T20:50:18Z</td>\n",
+       "      <td>Merge pull request #7 from jrob119/3170\\n\\n3170</td>\n",
+       "      <td>0e9edee4c41fc90412e925d4ca95a2b1074cb4a7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/0e9edee4c41fc90412e925d4ca95a2b1074cb4a7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/69ac32a1e30dda03ea96d38178682a986d2b01db</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/69ac32a1e30dda03ea96d38178682a986d2b01db</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/69ac32a1e30dda03ea96d38178682a986d2b01db</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/69ac32a1e30dda03ea96d38178682a986d2b01db/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>9d8f585502fcfe70c5f809ba44856a6f0cd986a2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9d8f585502fcfe70c5f809ba44856a6f0cd986a2</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9d8f585502fcfe70c5f809ba44856a6f0cd986a2</td>\n",
+       "      <td>340238f97d078fc6b8524deac6366c9ce261b049</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/340238f97d078fc6b8524deac6366c9ce261b049</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/340238f97d078fc6b8524deac6366c9ce261b049</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>0022011301eada9040803c924aa45423fd39e89c</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDAyMjAxMTMwMWVhZGE5MDQwODAzYzkyNGFhNDU0MjNmZDM5ZTg5Yw==</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-09-27T20:56:36Z</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-09-27T20:56:36Z</td>\n",
+       "      <td>Adding XML files</td>\n",
+       "      <td>3504772233dc01a817fce71cea7fadb5f3643e7c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/3504772233dc01a817fce71cea7fadb5f3643e7c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/0022011301eada9040803c924aa45423fd39e89c</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0022011301eada9040803c924aa45423fd39e89c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0022011301eada9040803c924aa45423fd39e89c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0022011301eada9040803c924aa45423fd39e89c/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>340238f97d078fc6b8524deac6366c9ce261b049</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/340238f97d078fc6b8524deac6366c9ce261b049</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/340238f97d078fc6b8524deac6366c9ce261b049</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <td>4826201263c95aefc29beaeb323f883cf6b4edfb</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NDgyNjIwMTI2M2M5NWFlZmMyOWJlYWViMzIzZjg4M2NmNmI0ZWRmYg==</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-09-27T21:02:10Z</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-09-27T21:02:10Z</td>\n",
+       "      <td>Added XML Files</td>\n",
+       "      <td>2731245ed5e70c880096e407e0b24dc9d9d4b199</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/2731245ed5e70c880096e407e0b24dc9d9d4b199</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/4826201263c95aefc29beaeb323f883cf6b4edfb</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4826201263c95aefc29beaeb323f883cf6b4edfb</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4826201263c95aefc29beaeb323f883cf6b4edfb</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4826201263c95aefc29beaeb323f883cf6b4edfb/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0022011301eada9040803c924aa45423fd39e89c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0022011301eada9040803c924aa45423fd39e89c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0022011301eada9040803c924aa45423fd39e89c</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <td>cfcebc23178847dbd71fd1154c59a251a2d570b8</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Y2ZjZWJjMjMxNzg4NDdkYmQ3MWZkMTE1NGM1OWEyNTFhMmQ1NzBiOA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-09-27T21:03:12Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-09-27T21:03:12Z</td>\n",
+       "      <td>Merge pull request #8 from jrob119/3170\\n\\n3170</td>\n",
+       "      <td>2731245ed5e70c880096e407e0b24dc9d9d4b199</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/2731245ed5e70c880096e407e0b24dc9d9d4b199</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/cfcebc23178847dbd71fd1154c59a251a2d570b8</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cfcebc23178847dbd71fd1154c59a251a2d570b8</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cfcebc23178847dbd71fd1154c59a251a2d570b8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cfcebc23178847dbd71fd1154c59a251a2d570b8/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>69ac32a1e30dda03ea96d38178682a986d2b01db</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/69ac32a1e30dda03ea96d38178682a986d2b01db</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/69ac32a1e30dda03ea96d38178682a986d2b01db</td>\n",
+       "      <td>4826201263c95aefc29beaeb323f883cf6b4edfb</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4826201263c95aefc29beaeb323f883cf6b4edfb</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4826201263c95aefc29beaeb323f883cf6b4edfb</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20</th>\n",
+       "      <td>3645f26142d7b8481ab0b9848f87822118f04415</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MzY0NWYyNjE0MmQ3Yjg0ODFhYjBiOTg0OGY4NzgyMjExOGYwNDQxNQ==</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-09-27T21:04:43Z</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-09-27T21:04:45Z</td>\n",
+       "      <td>Added Allele lists to Latest Directory</td>\n",
+       "      <td>e9f2accc1f5087678ead29ca3a83b8573bb6cb51</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/e9f2accc1f5087678ead29ca3a83b8573bb6cb51</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/3645f26142d7b8481ab0b9848f87822118f04415</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3645f26142d7b8481ab0b9848f87822118f04415</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3645f26142d7b8481ab0b9848f87822118f04415</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3645f26142d7b8481ab0b9848f87822118f04415/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>cfcebc23178847dbd71fd1154c59a251a2d570b8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cfcebc23178847dbd71fd1154c59a251a2d570b8</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cfcebc23178847dbd71fd1154c59a251a2d570b8</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21</th>\n",
+       "      <td>3a71348c5399bbcc1c2b28cd4ebaaa287cd5269e</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6M2E3MTM0OGM1Mzk5YmJjYzFjMmIyOGNkNGViYWFhMjg3Y2Q1MjY5ZQ==</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-09-27T21:07:01Z</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-09-27T21:07:01Z</td>\n",
+       "      <td>Renaming subdirectory</td>\n",
+       "      <td>d88781eadaf9341b324f15e64ee2635a7449f440</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/d88781eadaf9341b324f15e64ee2635a7449f440</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/3a71348c5399bbcc1c2b28cd4ebaaa287cd5269e</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3a71348c5399bbcc1c2b28cd4ebaaa287cd5269e</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3a71348c5399bbcc1c2b28cd4ebaaa287cd5269e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3a71348c5399bbcc1c2b28cd4ebaaa287cd5269e/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>3645f26142d7b8481ab0b9848f87822118f04415</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3645f26142d7b8481ab0b9848f87822118f04415</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3645f26142d7b8481ab0b9848f87822118f04415</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22</th>\n",
+       "      <td>e6cc9f3080932f9c77b6b03a7ab2e65ddb50bb3f</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZTZjYzlmMzA4MDkzMmY5Yzc3YjZiMDNhN2FiMmU2NWRkYjUwYmIzZg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-10-07T13:03:28Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-10-07T13:03:28Z</td>\n",
+       "      <td>Release 3.18.0</td>\n",
+       "      <td>b149ed0e594eca40d261cf7c420407321134d17d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/b149ed0e594eca40d261cf7c420407321134d17d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/e6cc9f3080932f9c77b6b03a7ab2e65ddb50bb3f</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e6cc9f3080932f9c77b6b03a7ab2e65ddb50bb3f</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e6cc9f3080932f9c77b6b03a7ab2e65ddb50bb3f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e6cc9f3080932f9c77b6b03a7ab2e65ddb50bb3f/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>4826201263c95aefc29beaeb323f883cf6b4edfb</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4826201263c95aefc29beaeb323f883cf6b4edfb</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4826201263c95aefc29beaeb323f883cf6b4edfb</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23</th>\n",
+       "      <td>552bffb1497d24e4f71b1accf7905a6356622c97</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NTUyYmZmYjE0OTdkMjRlNGY3MWIxYWNjZjc5MDVhNjM1NjYyMmM5Nw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-10-07T15:11:13Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-10-07T15:11:13Z</td>\n",
+       "      <td>Release 3.18.0</td>\n",
+       "      <td>002904b2d9294736df8274f0502b62d54f91518e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/002904b2d9294736df8274f0502b62d54f91518e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/552bffb1497d24e4f71b1accf7905a6356622c97</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/552bffb1497d24e4f71b1accf7905a6356622c97</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/552bffb1497d24e4f71b1accf7905a6356622c97</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/552bffb1497d24e4f71b1accf7905a6356622c97/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>e6cc9f3080932f9c77b6b03a7ab2e65ddb50bb3f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e6cc9f3080932f9c77b6b03a7ab2e65ddb50bb3f</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e6cc9f3080932f9c77b6b03a7ab2e65ddb50bb3f</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24</th>\n",
+       "      <td>b2bc0b6582d3d681518ba61fda43f4412ed4ce3c</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YjJiYzBiNjU4MmQzZDY4MTUxOGJhNjFmZGE0M2Y0NDEyZWQ0Y2UzYw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-10-10T08:11:43Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-10-10T08:11:43Z</td>\n",
+       "      <td>Release 3.18.0</td>\n",
+       "      <td>d35d7fdd90026a9dd3d08317ca4a789f96c94051</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/d35d7fdd90026a9dd3d08317ca4a789f96c94051</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/b2bc0b6582d3d681518ba61fda43f4412ed4ce3c</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b2bc0b6582d3d681518ba61fda43f4412ed4ce3c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b2bc0b6582d3d681518ba61fda43f4412ed4ce3c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b2bc0b6582d3d681518ba61fda43f4412ed4ce3c/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>552bffb1497d24e4f71b1accf7905a6356622c97</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/552bffb1497d24e4f71b1accf7905a6356622c97</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/552bffb1497d24e4f71b1accf7905a6356622c97</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25</th>\n",
+       "      <td>6070036419bc21c39658a0362a91bb0ba6105b56</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NjA3MDAzNjQxOWJjMjFjMzk2NThhMDM2MmE5MWJiMGJhNjEwNWI1Ng==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-10-10T08:28:16Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-10-10T08:28:16Z</td>\n",
+       "      <td>Merge branch '3180' into Latest</td>\n",
+       "      <td>6b20ba2b076221318acefbb209469b13fdcccb5a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/6b20ba2b076221318acefbb209469b13fdcccb5a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/6070036419bc21c39658a0362a91bb0ba6105b56</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6070036419bc21c39658a0362a91bb0ba6105b56</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6070036419bc21c39658a0362a91bb0ba6105b56</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6070036419bc21c39658a0362a91bb0ba6105b56/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>3a71348c5399bbcc1c2b28cd4ebaaa287cd5269e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3a71348c5399bbcc1c2b28cd4ebaaa287cd5269e</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3a71348c5399bbcc1c2b28cd4ebaaa287cd5269e</td>\n",
+       "      <td>b2bc0b6582d3d681518ba61fda43f4412ed4ce3c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b2bc0b6582d3d681518ba61fda43f4412ed4ce3c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b2bc0b6582d3d681518ba61fda43f4412ed4ce3c</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26</th>\n",
+       "      <td>77dab20c6e423fef3c41419cdc9271b3d5d667c5</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NzdkYWIyMGM2ZTQyM2ZlZjNjNDE0MTljZGM5MjcxYjNkNWQ2NjdjNQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-10-10T08:38:01Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-10-10T08:38:01Z</td>\n",
+       "      <td>Release 3.18.0</td>\n",
+       "      <td>2dd93e44074d2e2f29ca95facbfb061173a9451b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/2dd93e44074d2e2f29ca95facbfb061173a9451b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/77dab20c6e423fef3c41419cdc9271b3d5d667c5</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/77dab20c6e423fef3c41419cdc9271b3d5d667c5</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/77dab20c6e423fef3c41419cdc9271b3d5d667c5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/77dab20c6e423fef3c41419cdc9271b3d5d667c5/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>6070036419bc21c39658a0362a91bb0ba6105b56</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6070036419bc21c39658a0362a91bb0ba6105b56</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6070036419bc21c39658a0362a91bb0ba6105b56</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27</th>\n",
+       "      <td>fcd68570866ef29194433ac4087d4505ca08f8b1</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZmNkNjg1NzA4NjZlZjI5MTk0NDMzYWM0MDg3ZDQ1MDVjYTA4ZjhiMQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-10-10T11:35:52Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-10-10T11:35:52Z</td>\n",
+       "      <td>Release 3.18.0</td>\n",
+       "      <td>1f5963bf9dc5af66f1b8782491f65f134ce941fc</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/1f5963bf9dc5af66f1b8782491f65f134ce941fc</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/fcd68570866ef29194433ac4087d4505ca08f8b1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fcd68570866ef29194433ac4087d4505ca08f8b1</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/fcd68570866ef29194433ac4087d4505ca08f8b1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fcd68570866ef29194433ac4087d4505ca08f8b1/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>77dab20c6e423fef3c41419cdc9271b3d5d667c5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/77dab20c6e423fef3c41419cdc9271b3d5d667c5</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/77dab20c6e423fef3c41419cdc9271b3d5d667c5</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>28</th>\n",
+       "      <td>6d408b53ba2123a75f3a60ac7f9b35163bb38199</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NmQ0MDhiNTNiYTIxMjNhNzVmM2E2MGFjN2Y5YjM1MTYzYmIzODE5OQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-10-10T12:50:43Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-10-10T12:50:43Z</td>\n",
+       "      <td>Release 3.18.0</td>\n",
+       "      <td>dcbbfb79f479ccff31ca4c019eb1e0feb5b4945d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/dcbbfb79f479ccff31ca4c019eb1e0feb5b4945d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/6d408b53ba2123a75f3a60ac7f9b35163bb38199</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6d408b53ba2123a75f3a60ac7f9b35163bb38199</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6d408b53ba2123a75f3a60ac7f9b35163bb38199</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6d408b53ba2123a75f3a60ac7f9b35163bb38199/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>b2bc0b6582d3d681518ba61fda43f4412ed4ce3c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b2bc0b6582d3d681518ba61fda43f4412ed4ce3c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b2bc0b6582d3d681518ba61fda43f4412ed4ce3c</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29</th>\n",
+       "      <td>7265da109f405f63768c8ce8efc023f57283059f</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NzI2NWRhMTA5ZjQwNWY2Mzc2OGM4Y2U4ZWZjMDIzZjU3MjgzMDU5Zg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-10-10T12:57:20Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-10-10T12:57:20Z</td>\n",
+       "      <td>Releas 3.18.0</td>\n",
+       "      <td>920bb5e5c661ae74fcc5d29829b9ba81e007f0e8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/920bb5e5c661ae74fcc5d29829b9ba81e007f0e8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/7265da109f405f63768c8ce8efc023f57283059f</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7265da109f405f63768c8ce8efc023f57283059f</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7265da109f405f63768c8ce8efc023f57283059f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7265da109f405f63768c8ce8efc023f57283059f/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>6d408b53ba2123a75f3a60ac7f9b35163bb38199</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6d408b53ba2123a75f3a60ac7f9b35163bb38199</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6d408b53ba2123a75f3a60ac7f9b35163bb38199</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30</th>\n",
+       "      <td>b281acd0c3fdf94c1d2bc3e4ebb2853b172d2453</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YjI4MWFjZDBjM2ZkZjk0YzFkMmJjM2U0ZWJiMjg1M2IxNzJkMjQ1Mw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-10-13T08:56:00Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-10-13T08:56:00Z</td>\n",
+       "      <td>Release 3.18.0</td>\n",
+       "      <td>749fc24e3aa36f0cbb0cdd10e7841251a1b3cef0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/749fc24e3aa36f0cbb0cdd10e7841251a1b3cef0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/b281acd0c3fdf94c1d2bc3e4ebb2853b172d2453</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b281acd0c3fdf94c1d2bc3e4ebb2853b172d2453</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b281acd0c3fdf94c1d2bc3e4ebb2853b172d2453</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b281acd0c3fdf94c1d2bc3e4ebb2853b172d2453/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>7265da109f405f63768c8ce8efc023f57283059f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7265da109f405f63768c8ce8efc023f57283059f</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7265da109f405f63768c8ce8efc023f57283059f</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>31</th>\n",
+       "      <td>f126f70b25b1e61d169ab9da1dfa37f05fbdba7e</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZjEyNmY3MGIyNWIxZTYxZDE2OWFiOWRhMWRmYTM3ZjA1ZmJkYmE3ZQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-10-13T08:57:07Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-10-13T08:57:07Z</td>\n",
+       "      <td>Release 3.18.0</td>\n",
+       "      <td>363ce6e2fa7642ec67afe6ebced9fe079f0b754e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/363ce6e2fa7642ec67afe6ebced9fe079f0b754e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/f126f70b25b1e61d169ab9da1dfa37f05fbdba7e</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f126f70b25b1e61d169ab9da1dfa37f05fbdba7e</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f126f70b25b1e61d169ab9da1dfa37f05fbdba7e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f126f70b25b1e61d169ab9da1dfa37f05fbdba7e/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>fcd68570866ef29194433ac4087d4505ca08f8b1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fcd68570866ef29194433ac4087d4505ca08f8b1</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/fcd68570866ef29194433ac4087d4505ca08f8b1</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32</th>\n",
+       "      <td>cd39076585625dec1eebbf66af67269b0ace44fd</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Y2QzOTA3NjU4NTYyNWRlYzFlZWJiZjY2YWY2NzI2OWIwYWNlNDRmZA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-10-16T11:06:40Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-10-16T11:06:40Z</td>\n",
+       "      <td>Correction to C*08:89 Exon 2 coordinates</td>\n",
+       "      <td>b4e163bb68072ab076c371732d7e885b6179c763</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/b4e163bb68072ab076c371732d7e885b6179c763</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/cd39076585625dec1eebbf66af67269b0ace44fd</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cd39076585625dec1eebbf66af67269b0ace44fd</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cd39076585625dec1eebbf66af67269b0ace44fd</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cd39076585625dec1eebbf66af67269b0ace44fd/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>f126f70b25b1e61d169ab9da1dfa37f05fbdba7e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f126f70b25b1e61d169ab9da1dfa37f05fbdba7e</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f126f70b25b1e61d169ab9da1dfa37f05fbdba7e</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33</th>\n",
+       "      <td>47142c65baa97e5d65c02d0fba403091f3a8f269</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NDcxNDJjNjViYWE5N2U1ZDY1YzAyZDBmYmE0MDMwOTFmM2E4ZjI2OQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-10-16T11:08:12Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-10-16T11:08:12Z</td>\n",
+       "      <td>Correction to C*08:89 Exon 2 coordinates</td>\n",
+       "      <td>f078e0c351c7c9074126005ff8c0f65774c287a9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/f078e0c351c7c9074126005ff8c0f65774c287a9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/47142c65baa97e5d65c02d0fba403091f3a8f269</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/47142c65baa97e5d65c02d0fba403091f3a8f269</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/47142c65baa97e5d65c02d0fba403091f3a8f269</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/47142c65baa97e5d65c02d0fba403091f3a8f269/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>b281acd0c3fdf94c1d2bc3e4ebb2853b172d2453</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b281acd0c3fdf94c1d2bc3e4ebb2853b172d2453</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b281acd0c3fdf94c1d2bc3e4ebb2853b172d2453</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>34</th>\n",
+       "      <td>257c8a685708951e0f2b41f7d671fee44b4234c2</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MjU3YzhhNjg1NzA4OTUxZTBmMmI0MWY3ZDY3MWZlZTQ0YjQyMzRjMg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-11-20T12:25:29Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-11-20T12:25:29Z</td>\n",
+       "      <td>Correction to mark up A*24:252N deletion</td>\n",
+       "      <td>471e8636f0570b883d9ab44ec120d177aaed7f22</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/471e8636f0570b883d9ab44ec120d177aaed7f22</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/257c8a685708951e0f2b41f7d671fee44b4234c2</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/257c8a685708951e0f2b41f7d671fee44b4234c2</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/257c8a685708951e0f2b41f7d671fee44b4234c2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/257c8a685708951e0f2b41f7d671fee44b4234c2/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>47142c65baa97e5d65c02d0fba403091f3a8f269</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/47142c65baa97e5d65c02d0fba403091f3a8f269</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/47142c65baa97e5d65c02d0fba403091f3a8f269</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35</th>\n",
+       "      <td>e8db2e14dd3d1ae99e8d18d472917b9af3ed5006</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZThkYjJlMTRkZDNkMWFlOTllOGQxOGQ0NzI5MTdiOWFmM2VkNTAwNg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-11-20T12:26:50Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-11-20T12:26:50Z</td>\n",
+       "      <td>Correction to mark up of A*24:252N deletion</td>\n",
+       "      <td>b2c2a252eecd0837e71cd4703caf700f46b58e0b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/b2c2a252eecd0837e71cd4703caf700f46b58e0b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/e8db2e14dd3d1ae99e8d18d472917b9af3ed5006</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e8db2e14dd3d1ae99e8d18d472917b9af3ed5006</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e8db2e14dd3d1ae99e8d18d472917b9af3ed5006</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e8db2e14dd3d1ae99e8d18d472917b9af3ed5006/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>cd39076585625dec1eebbf66af67269b0ace44fd</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cd39076585625dec1eebbf66af67269b0ace44fd</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cd39076585625dec1eebbf66af67269b0ace44fd</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36</th>\n",
+       "      <td>167fe20afe4b342d0a0df8012efa0e176f4aaff7</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MTY3ZmUyMGFmZTRiMzQyZDBhMGRmODAxMmVmYTBlMTc2ZjRhYWZmNw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-11-20T12:51:26Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-11-20T12:51:26Z</td>\n",
+       "      <td>hugogenename added to XSD</td>\n",
+       "      <td>3d4c00a589d55f384af7f6bd22834d8376b0a797</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/3d4c00a589d55f384af7f6bd22834d8376b0a797</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/167fe20afe4b342d0a0df8012efa0e176f4aaff7</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/167fe20afe4b342d0a0df8012efa0e176f4aaff7</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/167fe20afe4b342d0a0df8012efa0e176f4aaff7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/167fe20afe4b342d0a0df8012efa0e176f4aaff7/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>e8db2e14dd3d1ae99e8d18d472917b9af3ed5006</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e8db2e14dd3d1ae99e8d18d472917b9af3ed5006</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e8db2e14dd3d1ae99e8d18d472917b9af3ed5006</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37</th>\n",
+       "      <td>b855d8ad05bb44eb23d26562cfb65bc728ffd1bf</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Yjg1NWQ4YWQwNWJiNDRlYjIzZDI2NTYyY2ZiNjViYzcyOGZmZDFiZg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-11-20T12:52:19Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-11-20T12:52:19Z</td>\n",
+       "      <td>hugogenename added to XSD</td>\n",
+       "      <td>f3a6243276fcc9acfbbd919c4c6a34ed53b18f89</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/f3a6243276fcc9acfbbd919c4c6a34ed53b18f89</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/b855d8ad05bb44eb23d26562cfb65bc728ffd1bf</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b855d8ad05bb44eb23d26562cfb65bc728ffd1bf</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b855d8ad05bb44eb23d26562cfb65bc728ffd1bf</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b855d8ad05bb44eb23d26562cfb65bc728ffd1bf/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>257c8a685708951e0f2b41f7d671fee44b4234c2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/257c8a685708951e0f2b41f7d671fee44b4234c2</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/257c8a685708951e0f2b41f7d671fee44b4234c2</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>38</th>\n",
+       "      <td>e8f987730eb9f2fa96d69d3c53c7dcc86b8e4fb3</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZThmOTg3NzMwZWI5ZjJmYTk2ZDY5ZDNjNTNjN2RjYzg2YjhlNGZiMw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-11-20T15:56:14Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-11-20T15:56:14Z</td>\n",
+       "      <td>Updating zip file with A*24:252N corrections to text alignments</td>\n",
+       "      <td>4e143d8bb7cbd86f3ff848ba459758c8f61a24f3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/4e143d8bb7cbd86f3ff848ba459758c8f61a24f3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/e8f987730eb9f2fa96d69d3c53c7dcc86b8e4fb3</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e8f987730eb9f2fa96d69d3c53c7dcc86b8e4fb3</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e8f987730eb9f2fa96d69d3c53c7dcc86b8e4fb3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e8f987730eb9f2fa96d69d3c53c7dcc86b8e4fb3/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>b855d8ad05bb44eb23d26562cfb65bc728ffd1bf</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b855d8ad05bb44eb23d26562cfb65bc728ffd1bf</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b855d8ad05bb44eb23d26562cfb65bc728ffd1bf</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>39</th>\n",
+       "      <td>9196885051adca8a5adccb2e2ac075f006e78500</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OTE5Njg4NTA1MWFkY2E4YTVhZGNjYjJlMmFjMDc1ZjAwNmU3ODUwMA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-11-20T15:56:43Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-11-20T15:56:43Z</td>\n",
+       "      <td>Updating zip file with A*24:252N corrections to text alignments</td>\n",
+       "      <td>d909b6b8740fc5ed1f87df7e4b3bbfbd4c24c5ad</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/d909b6b8740fc5ed1f87df7e4b3bbfbd4c24c5ad</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/9196885051adca8a5adccb2e2ac075f006e78500</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9196885051adca8a5adccb2e2ac075f006e78500</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9196885051adca8a5adccb2e2ac075f006e78500</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9196885051adca8a5adccb2e2ac075f006e78500/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>167fe20afe4b342d0a0df8012efa0e176f4aaff7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/167fe20afe4b342d0a0df8012efa0e176f4aaff7</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/167fe20afe4b342d0a0df8012efa0e176f4aaff7</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>40</th>\n",
+       "      <td>e65254b19ff0d017fd349d9678d4c8233670c707</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZTY1MjU0YjE5ZmYwZDAxN2ZkMzQ5ZDk2NzhkNGM4MjMzNjcwYzcwNw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-11-21T10:03:45Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-11-21T10:03:45Z</td>\n",
+       "      <td>Updating zip file with A*24:252N corrections to text alignments</td>\n",
+       "      <td>77cd2ec4f10e765795f0f973b9ec797c8dc7794d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/77cd2ec4f10e765795f0f973b9ec797c8dc7794d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/e65254b19ff0d017fd349d9678d4c8233670c707</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e65254b19ff0d017fd349d9678d4c8233670c707</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e65254b19ff0d017fd349d9678d4c8233670c707</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e65254b19ff0d017fd349d9678d4c8233670c707/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>9196885051adca8a5adccb2e2ac075f006e78500</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9196885051adca8a5adccb2e2ac075f006e78500</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9196885051adca8a5adccb2e2ac075f006e78500</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>41</th>\n",
+       "      <td>736ce5f66c8959b3bb57c7e65d19ae35bd2ce76e</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NzM2Y2U1ZjY2Yzg5NTliM2JiNTdjN2U2NWQxOWFlMzViZDJjZTc2ZQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-11-21T10:04:14Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-11-21T10:04:14Z</td>\n",
+       "      <td>Updating zip file with A*24:252N corrections to text alignments</td>\n",
+       "      <td>3573353b6e749a61958416a4193e84cdacf649d1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/3573353b6e749a61958416a4193e84cdacf649d1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/736ce5f66c8959b3bb57c7e65d19ae35bd2ce76e</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/736ce5f66c8959b3bb57c7e65d19ae35bd2ce76e</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/736ce5f66c8959b3bb57c7e65d19ae35bd2ce76e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/736ce5f66c8959b3bb57c7e65d19ae35bd2ce76e/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>e8f987730eb9f2fa96d69d3c53c7dcc86b8e4fb3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e8f987730eb9f2fa96d69d3c53c7dcc86b8e4fb3</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e8f987730eb9f2fa96d69d3c53c7dcc86b8e4fb3</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42</th>\n",
+       "      <td>beefc6c755f7c4255b5f3a6f38a706d2451161d1</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YmVlZmM2Yzc1NWY3YzQyNTViNWYzYTZmMzhhNzA2ZDI0NTExNjFkMQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-11-27T15:52:04Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-11-27T15:52:04Z</td>\n",
+       "      <td>Inclusion of single allele G groups</td>\n",
+       "      <td>b92e996f096497864182acb54f150483b22b6ad2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/b92e996f096497864182acb54f150483b22b6ad2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/beefc6c755f7c4255b5f3a6f38a706d2451161d1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/beefc6c755f7c4255b5f3a6f38a706d2451161d1</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/beefc6c755f7c4255b5f3a6f38a706d2451161d1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/beefc6c755f7c4255b5f3a6f38a706d2451161d1/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>736ce5f66c8959b3bb57c7e65d19ae35bd2ce76e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/736ce5f66c8959b3bb57c7e65d19ae35bd2ce76e</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/736ce5f66c8959b3bb57c7e65d19ae35bd2ce76e</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>43</th>\n",
+       "      <td>3f99d6172ea3777ef27af719d2dda40dcecf1b56</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6M2Y5OWQ2MTcyZWEzNzc3ZWYyN2FmNzE5ZDJkZGE0MGRjZWNmMWI1Ng==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-11-27T15:52:46Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-11-27T15:52:46Z</td>\n",
+       "      <td>Inclusion of single allele G groups</td>\n",
+       "      <td>016db43b75c33740824cbd336c614b4548a1c6c1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/016db43b75c33740824cbd336c614b4548a1c6c1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/3f99d6172ea3777ef27af719d2dda40dcecf1b56</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3f99d6172ea3777ef27af719d2dda40dcecf1b56</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3f99d6172ea3777ef27af719d2dda40dcecf1b56</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3f99d6172ea3777ef27af719d2dda40dcecf1b56/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>e65254b19ff0d017fd349d9678d4c8233670c707</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e65254b19ff0d017fd349d9678d4c8233670c707</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e65254b19ff0d017fd349d9678d4c8233670c707</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>44</th>\n",
+       "      <td>025e835ee28d08dfb6e1f0f16a6118800d72be6b</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDI1ZTgzNWVlMjhkMDhkZmI2ZTFmMGYxNmE2MTE4ODAwZDcyYmU2Yg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-12-11T11:30:23Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2014-12-11T11:30:23Z</td>\n",
+       "      <td>Addition of CWD element</td>\n",
+       "      <td>6e550af15b619362c7bafd51d59e2576313f7e69</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/6e550af15b619362c7bafd51d59e2576313f7e69</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/025e835ee28d08dfb6e1f0f16a6118800d72be6b</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/025e835ee28d08dfb6e1f0f16a6118800d72be6b</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/025e835ee28d08dfb6e1f0f16a6118800d72be6b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/025e835ee28d08dfb6e1f0f16a6118800d72be6b/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>3f99d6172ea3777ef27af719d2dda40dcecf1b56</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3f99d6172ea3777ef27af719d2dda40dcecf1b56</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3f99d6172ea3777ef27af719d2dda40dcecf1b56</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>45</th>\n",
+       "      <td>a77291dc50f529de813a08cdefbbc0986e9af618</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YTc3MjkxZGM1MGY1MjlkZTgxM2EwOGNkZWZiYmMwOTg2ZTlhZjYxOA==</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-01-17T12:04:07Z</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-01-17T12:04:07Z</td>\n",
+       "      <td>Release 3.19.0\\n\\nUpdates for Release 3.19.0 of the IMGT/HLA Database</td>\n",
+       "      <td>cf0b33374d7764e1c76dbc872e86b706c910e66f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/cf0b33374d7764e1c76dbc872e86b706c910e66f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/a77291dc50f529de813a08cdefbbc0986e9af618</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a77291dc50f529de813a08cdefbbc0986e9af618</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a77291dc50f529de813a08cdefbbc0986e9af618</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a77291dc50f529de813a08cdefbbc0986e9af618/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>3f99d6172ea3777ef27af719d2dda40dcecf1b56</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3f99d6172ea3777ef27af719d2dda40dcecf1b56</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3f99d6172ea3777ef27af719d2dda40dcecf1b56</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>46</th>\n",
+       "      <td>189bf8edeb7bc2bdd2aeabf6ea9a35f2a34b6fac</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MTg5YmY4ZWRlYjdiYzJiZGQyYWVhYmY2ZWE5YTM1ZjJhMzRiNmZhYw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-01-19T10:28:09Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-01-19T10:28:09Z</td>\n",
+       "      <td>Merge pull request #11 from jrob119/3.19.0\\n\\nRelease 3.19.0</td>\n",
+       "      <td>cf0b33374d7764e1c76dbc872e86b706c910e66f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/cf0b33374d7764e1c76dbc872e86b706c910e66f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/189bf8edeb7bc2bdd2aeabf6ea9a35f2a34b6fac</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/189bf8edeb7bc2bdd2aeabf6ea9a35f2a34b6fac</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/189bf8edeb7bc2bdd2aeabf6ea9a35f2a34b6fac</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/189bf8edeb7bc2bdd2aeabf6ea9a35f2a34b6fac/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>3f99d6172ea3777ef27af719d2dda40dcecf1b56</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3f99d6172ea3777ef27af719d2dda40dcecf1b56</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3f99d6172ea3777ef27af719d2dda40dcecf1b56</td>\n",
+       "      <td>a77291dc50f529de813a08cdefbbc0986e9af618</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a77291dc50f529de813a08cdefbbc0986e9af618</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a77291dc50f529de813a08cdefbbc0986e9af618</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>47</th>\n",
+       "      <td>4567906453bee9982446cd027786eecf829ef2b7</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NDU2NzkwNjQ1M2JlZTk5ODI0NDZjZDAyNzc4NmVlY2Y4MjllZjJiNw==</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-01-19T11:57:41Z</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-01-19T11:57:41Z</td>\n",
+       "      <td>Release 3.19.0</td>\n",
+       "      <td>7ae4da723c778ecfa3b36f9ecd18b8dd7881537e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/7ae4da723c778ecfa3b36f9ecd18b8dd7881537e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/4567906453bee9982446cd027786eecf829ef2b7</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4567906453bee9982446cd027786eecf829ef2b7</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4567906453bee9982446cd027786eecf829ef2b7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4567906453bee9982446cd027786eecf829ef2b7/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>a77291dc50f529de813a08cdefbbc0986e9af618</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a77291dc50f529de813a08cdefbbc0986e9af618</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a77291dc50f529de813a08cdefbbc0986e9af618</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>48</th>\n",
+       "      <td>e58668988a36089ba7e486c143bb73a387deae47</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZTU4NjY4OTg4YTM2MDg5YmE3ZTQ4NmMxNDNiYjczYTM4N2RlYWU0Nw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-01-19T11:58:44Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-01-19T11:58:44Z</td>\n",
+       "      <td>Merge pull request #12 from jrob119/3190\\n\\nRelease 3.19.0</td>\n",
+       "      <td>7ae4da723c778ecfa3b36f9ecd18b8dd7881537e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/7ae4da723c778ecfa3b36f9ecd18b8dd7881537e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/e58668988a36089ba7e486c143bb73a387deae47</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e58668988a36089ba7e486c143bb73a387deae47</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e58668988a36089ba7e486c143bb73a387deae47</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e58668988a36089ba7e486c143bb73a387deae47/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>189bf8edeb7bc2bdd2aeabf6ea9a35f2a34b6fac</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/189bf8edeb7bc2bdd2aeabf6ea9a35f2a34b6fac</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/189bf8edeb7bc2bdd2aeabf6ea9a35f2a34b6fac</td>\n",
+       "      <td>4567906453bee9982446cd027786eecf829ef2b7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4567906453bee9982446cd027786eecf829ef2b7</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4567906453bee9982446cd027786eecf829ef2b7</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>49</th>\n",
+       "      <td>757c50c62877fd1dc6f9b3b8e5d147c38687be5e</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NzU3YzUwYzYyODc3ZmQxZGM2ZjliM2I4ZTVkMTQ3YzM4Njg3YmU1ZQ==</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-01-19T12:11:47Z</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-01-19T12:11:47Z</td>\n",
+       "      <td>Release 3.19.0</td>\n",
+       "      <td>8460689215732c8c268acc60dfdd6f4e76997bde</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/8460689215732c8c268acc60dfdd6f4e76997bde</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/757c50c62877fd1dc6f9b3b8e5d147c38687be5e</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/757c50c62877fd1dc6f9b3b8e5d147c38687be5e</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/757c50c62877fd1dc6f9b3b8e5d147c38687be5e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/757c50c62877fd1dc6f9b3b8e5d147c38687be5e/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>4567906453bee9982446cd027786eecf829ef2b7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4567906453bee9982446cd027786eecf829ef2b7</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4567906453bee9982446cd027786eecf829ef2b7</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50</th>\n",
+       "      <td>8d4aeace94c22b512f77425cfd93c73a1f8dc199</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OGQ0YWVhY2U5NGMyMmI1MTJmNzc0MjVjZmQ5M2M3M2ExZjhkYzE5OQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-01-19T12:15:23Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-01-19T12:15:23Z</td>\n",
+       "      <td>Merge pull request #13 from jrob119/3190\\n\\nRelease 3.19.0</td>\n",
+       "      <td>8460689215732c8c268acc60dfdd6f4e76997bde</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/8460689215732c8c268acc60dfdd6f4e76997bde</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/8d4aeace94c22b512f77425cfd93c73a1f8dc199</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8d4aeace94c22b512f77425cfd93c73a1f8dc199</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8d4aeace94c22b512f77425cfd93c73a1f8dc199</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8d4aeace94c22b512f77425cfd93c73a1f8dc199/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>e58668988a36089ba7e486c143bb73a387deae47</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e58668988a36089ba7e486c143bb73a387deae47</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e58668988a36089ba7e486c143bb73a387deae47</td>\n",
+       "      <td>757c50c62877fd1dc6f9b3b8e5d147c38687be5e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/757c50c62877fd1dc6f9b3b8e5d147c38687be5e</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/757c50c62877fd1dc6f9b3b8e5d147c38687be5e</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51</th>\n",
+       "      <td>0955750fc82de4cf23b6c1d4cef9030190335f39</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDk1NTc1MGZjODJkZTRjZjIzYjZjMWQ0Y2VmOTAzMDE5MDMzNWYzOQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-01-22T09:56:07Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-01-22T09:56:07Z</td>\n",
+       "      <td>Update for Release 3.19.0</td>\n",
+       "      <td>7eeb1b7a80023e55246cedc91300648ffbd16d8f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/7eeb1b7a80023e55246cedc91300648ffbd16d8f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/0955750fc82de4cf23b6c1d4cef9030190335f39</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0955750fc82de4cf23b6c1d4cef9030190335f39</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0955750fc82de4cf23b6c1d4cef9030190335f39</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0955750fc82de4cf23b6c1d4cef9030190335f39/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>757c50c62877fd1dc6f9b3b8e5d147c38687be5e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/757c50c62877fd1dc6f9b3b8e5d147c38687be5e</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/757c50c62877fd1dc6f9b3b8e5d147c38687be5e</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>52</th>\n",
+       "      <td>4f904b51a3ad844ab77d01625129093de37975be</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NGY5MDRiNTFhM2FkODQ0YWI3N2QwMTYyNTEyOTA5M2RlMzc5NzViZQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-01-22T09:56:54Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-01-22T09:56:54Z</td>\n",
+       "      <td>Merge pull request #14 from jrob119/3190\\n\\nUpdate for Release 3.19.0</td>\n",
+       "      <td>7eeb1b7a80023e55246cedc91300648ffbd16d8f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/7eeb1b7a80023e55246cedc91300648ffbd16d8f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/4f904b51a3ad844ab77d01625129093de37975be</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4f904b51a3ad844ab77d01625129093de37975be</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4f904b51a3ad844ab77d01625129093de37975be</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4f904b51a3ad844ab77d01625129093de37975be/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>8d4aeace94c22b512f77425cfd93c73a1f8dc199</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8d4aeace94c22b512f77425cfd93c73a1f8dc199</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8d4aeace94c22b512f77425cfd93c73a1f8dc199</td>\n",
+       "      <td>0955750fc82de4cf23b6c1d4cef9030190335f39</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0955750fc82de4cf23b6c1d4cef9030190335f39</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0955750fc82de4cf23b6c1d4cef9030190335f39</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>53</th>\n",
+       "      <td>e5d86aedd655d9cc9e08b3c2fd408d57dccbde9c</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZTVkODZhZWRkNjU1ZDljYzllMDhiM2MyZmQ0MDhkNTdkY2NiZGU5Yw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-01-27T10:21:58Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-01-27T10:21:58Z</td>\n",
+       "      <td>Release 3.19.0 Update</td>\n",
+       "      <td>7ae8b6cc7dbe9dbfd6f85cec0ea573b244569847</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/7ae8b6cc7dbe9dbfd6f85cec0ea573b244569847</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/e5d86aedd655d9cc9e08b3c2fd408d57dccbde9c</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e5d86aedd655d9cc9e08b3c2fd408d57dccbde9c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e5d86aedd655d9cc9e08b3c2fd408d57dccbde9c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e5d86aedd655d9cc9e08b3c2fd408d57dccbde9c/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0955750fc82de4cf23b6c1d4cef9030190335f39</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0955750fc82de4cf23b6c1d4cef9030190335f39</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0955750fc82de4cf23b6c1d4cef9030190335f39</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>54</th>\n",
+       "      <td>5d5783479260ee516f3d37476682fff5139128b9</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NWQ1NzgzNDc5MjYwZWU1MTZmM2QzNzQ3NjY4MmZmZjUxMzkxMjhiOQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-01-27T10:22:26Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-01-27T10:22:26Z</td>\n",
+       "      <td>Merge pull request #15 from jrob119/3190\\n\\nRelease 3.19.0 Update</td>\n",
+       "      <td>7ae8b6cc7dbe9dbfd6f85cec0ea573b244569847</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/7ae8b6cc7dbe9dbfd6f85cec0ea573b244569847</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/5d5783479260ee516f3d37476682fff5139128b9</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5d5783479260ee516f3d37476682fff5139128b9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5d5783479260ee516f3d37476682fff5139128b9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5d5783479260ee516f3d37476682fff5139128b9/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>4f904b51a3ad844ab77d01625129093de37975be</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4f904b51a3ad844ab77d01625129093de37975be</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4f904b51a3ad844ab77d01625129093de37975be</td>\n",
+       "      <td>e5d86aedd655d9cc9e08b3c2fd408d57dccbde9c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e5d86aedd655d9cc9e08b3c2fd408d57dccbde9c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e5d86aedd655d9cc9e08b3c2fd408d57dccbde9c</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>55</th>\n",
+       "      <td>3a4e2d96d7e8fdb78d4174580420d58e31956406</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6M2E0ZTJkOTZkN2U4ZmRiNzhkNDE3NDU4MDQyMGQ1OGUzMTk1NjQwNg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-01-29T14:02:30Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-01-29T14:02:30Z</td>\n",
+       "      <td>Release 3.19.0 - XML patch\\n\\nCorrection to encoding of single base pair exons in Class II</td>\n",
+       "      <td>a5e56b675c5532706bb1ac61465f1c97852cb0e4</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/a5e56b675c5532706bb1ac61465f1c97852cb0e4</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/3a4e2d96d7e8fdb78d4174580420d58e31956406</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3a4e2d96d7e8fdb78d4174580420d58e31956406</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3a4e2d96d7e8fdb78d4174580420d58e31956406</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3a4e2d96d7e8fdb78d4174580420d58e31956406/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>e5d86aedd655d9cc9e08b3c2fd408d57dccbde9c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e5d86aedd655d9cc9e08b3c2fd408d57dccbde9c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e5d86aedd655d9cc9e08b3c2fd408d57dccbde9c</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56</th>\n",
+       "      <td>e1cc17686f8b48d470603b2059d7dea413d18cbe</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZTFjYzE3Njg2ZjhiNDhkNDcwNjAzYjIwNTlkN2RlYTQxM2QxOGNiZQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-01-29T14:04:42Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-01-29T14:04:42Z</td>\n",
+       "      <td>Merge pull request #16 from jrob119/3190\\n\\nRelease 3.19.0 - XML patch</td>\n",
+       "      <td>a5e56b675c5532706bb1ac61465f1c97852cb0e4</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/a5e56b675c5532706bb1ac61465f1c97852cb0e4</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/e1cc17686f8b48d470603b2059d7dea413d18cbe</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e1cc17686f8b48d470603b2059d7dea413d18cbe</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e1cc17686f8b48d470603b2059d7dea413d18cbe</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e1cc17686f8b48d470603b2059d7dea413d18cbe/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>5d5783479260ee516f3d37476682fff5139128b9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5d5783479260ee516f3d37476682fff5139128b9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5d5783479260ee516f3d37476682fff5139128b9</td>\n",
+       "      <td>3a4e2d96d7e8fdb78d4174580420d58e31956406</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3a4e2d96d7e8fdb78d4174580420d58e31956406</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3a4e2d96d7e8fdb78d4174580420d58e31956406</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>57</th>\n",
+       "      <td>6fa96efcee41d829c147cef7dbe71ccbd3650f80</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NmZhOTZlZmNlZTQxZDgyOWMxNDdjZWY3ZGJlNzFjY2JkMzY1MGY4MA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-02-12T14:49:21Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-02-12T14:49:21Z</td>\n",
+       "      <td>Correction to length of aberrant splice site</td>\n",
+       "      <td>709f29b1a018b11e7e99548aef67fe734ee35a67</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/709f29b1a018b11e7e99548aef67fe734ee35a67</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/6fa96efcee41d829c147cef7dbe71ccbd3650f80</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6fa96efcee41d829c147cef7dbe71ccbd3650f80</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6fa96efcee41d829c147cef7dbe71ccbd3650f80</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6fa96efcee41d829c147cef7dbe71ccbd3650f80/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>3a4e2d96d7e8fdb78d4174580420d58e31956406</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3a4e2d96d7e8fdb78d4174580420d58e31956406</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3a4e2d96d7e8fdb78d4174580420d58e31956406</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>58</th>\n",
+       "      <td>09ed08b9abcd97622d59ec37e31b4706dc9a9391</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDllZDA4YjlhYmNkOTc2MjJkNTllYzM3ZTMxYjQ3MDZkYzlhOTM5MQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-02-12T14:51:10Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-02-12T14:51:10Z</td>\n",
+       "      <td>Merge pull request #17 from jrob119/3190\\n\\nCorrection to length of aberrant splice site</td>\n",
+       "      <td>709f29b1a018b11e7e99548aef67fe734ee35a67</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/709f29b1a018b11e7e99548aef67fe734ee35a67</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/09ed08b9abcd97622d59ec37e31b4706dc9a9391</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/09ed08b9abcd97622d59ec37e31b4706dc9a9391</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/09ed08b9abcd97622d59ec37e31b4706dc9a9391</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/09ed08b9abcd97622d59ec37e31b4706dc9a9391/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>e1cc17686f8b48d470603b2059d7dea413d18cbe</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e1cc17686f8b48d470603b2059d7dea413d18cbe</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e1cc17686f8b48d470603b2059d7dea413d18cbe</td>\n",
+       "      <td>6fa96efcee41d829c147cef7dbe71ccbd3650f80</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6fa96efcee41d829c147cef7dbe71ccbd3650f80</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6fa96efcee41d829c147cef7dbe71ccbd3650f80</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>59</th>\n",
+       "      <td>8d8242f5358bb6c7bea2f98311887f49a4d006ef</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OGQ4MjQyZjUzNThiYjZjN2JlYTJmOTgzMTE4ODdmNDlhNGQwMDZlZg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-02-26T10:08:05Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-02-26T10:08:05Z</td>\n",
+       "      <td>Merge pull request #18 from jrob119/3190\\n\\nB*15:302N exon 2 and 3 coordinates corrected</td>\n",
+       "      <td>7802093bfd41adb1fc57b2209725903d805646ca</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/7802093bfd41adb1fc57b2209725903d805646ca</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/8d8242f5358bb6c7bea2f98311887f49a4d006ef</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8d8242f5358bb6c7bea2f98311887f49a4d006ef</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8d8242f5358bb6c7bea2f98311887f49a4d006ef</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8d8242f5358bb6c7bea2f98311887f49a4d006ef/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>09ed08b9abcd97622d59ec37e31b4706dc9a9391</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/09ed08b9abcd97622d59ec37e31b4706dc9a9391</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/09ed08b9abcd97622d59ec37e31b4706dc9a9391</td>\n",
+       "      <td>0e0482b4cc5fd3f7757f479284c27a940ea1f3d7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0e0482b4cc5fd3f7757f479284c27a940ea1f3d7</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0e0482b4cc5fd3f7757f479284c27a940ea1f3d7</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>60</th>\n",
+       "      <td>0e0482b4cc5fd3f7757f479284c27a940ea1f3d7</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MGUwNDgyYjRjYzVmZDNmNzc1N2Y0NzkyODRjMjdhOTQwZWExZjNkNw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-02-26T10:09:36Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-02-26T10:09:36Z</td>\n",
+       "      <td>B*15:302N exon 2 and 3 coordinates corrected</td>\n",
+       "      <td>7802093bfd41adb1fc57b2209725903d805646ca</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/7802093bfd41adb1fc57b2209725903d805646ca</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/0e0482b4cc5fd3f7757f479284c27a940ea1f3d7</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0e0482b4cc5fd3f7757f479284c27a940ea1f3d7</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0e0482b4cc5fd3f7757f479284c27a940ea1f3d7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0e0482b4cc5fd3f7757f479284c27a940ea1f3d7/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>6fa96efcee41d829c147cef7dbe71ccbd3650f80</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6fa96efcee41d829c147cef7dbe71ccbd3650f80</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6fa96efcee41d829c147cef7dbe71ccbd3650f80</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>61</th>\n",
+       "      <td>8ffb7a63b0f265452e5dc0237bfbe0ce3aed14c7</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OGZmYjdhNjNiMGYyNjU0NTJlNWRjMDIzN2JmYmUwY2UzYWVkMTRjNw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-04-16T09:05:11Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-04-16T09:05:11Z</td>\n",
+       "      <td>Release 3.20.0</td>\n",
+       "      <td>6181a160faf9f95f77c16e59534cc2e4f03927ac</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/6181a160faf9f95f77c16e59534cc2e4f03927ac</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/8ffb7a63b0f265452e5dc0237bfbe0ce3aed14c7</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8ffb7a63b0f265452e5dc0237bfbe0ce3aed14c7</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8ffb7a63b0f265452e5dc0237bfbe0ce3aed14c7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8ffb7a63b0f265452e5dc0237bfbe0ce3aed14c7/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0e0482b4cc5fd3f7757f479284c27a940ea1f3d7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0e0482b4cc5fd3f7757f479284c27a940ea1f3d7</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0e0482b4cc5fd3f7757f479284c27a940ea1f3d7</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62</th>\n",
+       "      <td>77df60df8a34b0a0c2c8910513370df53feec03c</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NzdkZjYwZGY4YTM0YjBhMGMyYzg5MTA1MTMzNzBkZjUzZmVlYzAzYw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-04-16T09:08:02Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-04-16T09:08:02Z</td>\n",
+       "      <td>Merge pull request #19 from jrob119/3200\\n\\nRelease 3.20.0</td>\n",
+       "      <td>6181a160faf9f95f77c16e59534cc2e4f03927ac</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/6181a160faf9f95f77c16e59534cc2e4f03927ac</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/77df60df8a34b0a0c2c8910513370df53feec03c</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/77df60df8a34b0a0c2c8910513370df53feec03c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/77df60df8a34b0a0c2c8910513370df53feec03c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/77df60df8a34b0a0c2c8910513370df53feec03c/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>8d8242f5358bb6c7bea2f98311887f49a4d006ef</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8d8242f5358bb6c7bea2f98311887f49a4d006ef</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8d8242f5358bb6c7bea2f98311887f49a4d006ef</td>\n",
+       "      <td>8ffb7a63b0f265452e5dc0237bfbe0ce3aed14c7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8ffb7a63b0f265452e5dc0237bfbe0ce3aed14c7</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8ffb7a63b0f265452e5dc0237bfbe0ce3aed14c7</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>63</th>\n",
+       "      <td>a1e2cf2f22d2d4b1ee12358a06772756ceb535a6</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YTFlMmNmMmYyMmQyZDRiMWVlMTIzNThhMDY3NzI3NTZjZWI1MzVhNg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-04-16T09:55:20Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-04-16T09:55:20Z</td>\n",
+       "      <td>Release 3.20.0</td>\n",
+       "      <td>26f105dcc9975955796a34e1de4be83d97cbe752</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/26f105dcc9975955796a34e1de4be83d97cbe752</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/a1e2cf2f22d2d4b1ee12358a06772756ceb535a6</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a1e2cf2f22d2d4b1ee12358a06772756ceb535a6</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a1e2cf2f22d2d4b1ee12358a06772756ceb535a6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a1e2cf2f22d2d4b1ee12358a06772756ceb535a6/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>8ffb7a63b0f265452e5dc0237bfbe0ce3aed14c7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8ffb7a63b0f265452e5dc0237bfbe0ce3aed14c7</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8ffb7a63b0f265452e5dc0237bfbe0ce3aed14c7</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64</th>\n",
+       "      <td>05c2b659561c531c577cd0c1959ef32c74e58ad5</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDVjMmI2NTk1NjFjNTMxYzU3N2NkMGMxOTU5ZWYzMmM3NGU1OGFkNQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-04-16T09:56:18Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-04-16T09:56:18Z</td>\n",
+       "      <td>Merge pull request #20 from jrob119/3200\\n\\nRelease 3.20.0</td>\n",
+       "      <td>26f105dcc9975955796a34e1de4be83d97cbe752</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/26f105dcc9975955796a34e1de4be83d97cbe752</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/05c2b659561c531c577cd0c1959ef32c74e58ad5</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/05c2b659561c531c577cd0c1959ef32c74e58ad5</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/05c2b659561c531c577cd0c1959ef32c74e58ad5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/05c2b659561c531c577cd0c1959ef32c74e58ad5/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>77df60df8a34b0a0c2c8910513370df53feec03c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/77df60df8a34b0a0c2c8910513370df53feec03c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/77df60df8a34b0a0c2c8910513370df53feec03c</td>\n",
+       "      <td>a1e2cf2f22d2d4b1ee12358a06772756ceb535a6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a1e2cf2f22d2d4b1ee12358a06772756ceb535a6</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a1e2cf2f22d2d4b1ee12358a06772756ceb535a6</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>65</th>\n",
+       "      <td>d2d5c25c6d50ad76246eaf38b5610b08a0b2e388</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZDJkNWMyNWM2ZDUwYWQ3NjI0NmVhZjM4YjU2MTBiMDhhMGIyZTM4OA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-04-16T10:24:54Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-04-16T10:24:54Z</td>\n",
+       "      <td>Release 3.20.0</td>\n",
+       "      <td>e6aa58d1c5cfb3cb2759ff191da1c76c656708a6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/e6aa58d1c5cfb3cb2759ff191da1c76c656708a6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/d2d5c25c6d50ad76246eaf38b5610b08a0b2e388</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d2d5c25c6d50ad76246eaf38b5610b08a0b2e388</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d2d5c25c6d50ad76246eaf38b5610b08a0b2e388</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d2d5c25c6d50ad76246eaf38b5610b08a0b2e388/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>a1e2cf2f22d2d4b1ee12358a06772756ceb535a6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a1e2cf2f22d2d4b1ee12358a06772756ceb535a6</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a1e2cf2f22d2d4b1ee12358a06772756ceb535a6</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66</th>\n",
+       "      <td>a7f09d915f8a526b44485c7c56d82e278e930948</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YTdmMDlkOTE1ZjhhNTI2YjQ0NDg1YzdjNTZkODJlMjc4ZTkzMDk0OA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-04-16T10:25:29Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-04-16T10:25:29Z</td>\n",
+       "      <td>Merge pull request #21 from jrob119/3200\\n\\nRelease 3.20.0</td>\n",
+       "      <td>e6aa58d1c5cfb3cb2759ff191da1c76c656708a6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/e6aa58d1c5cfb3cb2759ff191da1c76c656708a6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/a7f09d915f8a526b44485c7c56d82e278e930948</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a7f09d915f8a526b44485c7c56d82e278e930948</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a7f09d915f8a526b44485c7c56d82e278e930948</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a7f09d915f8a526b44485c7c56d82e278e930948/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>05c2b659561c531c577cd0c1959ef32c74e58ad5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/05c2b659561c531c577cd0c1959ef32c74e58ad5</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/05c2b659561c531c577cd0c1959ef32c74e58ad5</td>\n",
+       "      <td>d2d5c25c6d50ad76246eaf38b5610b08a0b2e388</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d2d5c25c6d50ad76246eaf38b5610b08a0b2e388</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d2d5c25c6d50ad76246eaf38b5610b08a0b2e388</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>67</th>\n",
+       "      <td>d56d72ffead3781d6c84de4c0b360f010d8e0d06</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZDU2ZDcyZmZlYWQzNzgxZDZjODRkZTRjMGIzNjBmMDEwZDhlMGQwNg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-04-16T10:27:11Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-04-16T10:27:11Z</td>\n",
+       "      <td>Delete Alignments Rel_3190.zip</td>\n",
+       "      <td>1435359ccbed2b34f625ea29d76f3f095eaf92b5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/1435359ccbed2b34f625ea29d76f3f095eaf92b5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/d56d72ffead3781d6c84de4c0b360f010d8e0d06</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d56d72ffead3781d6c84de4c0b360f010d8e0d06</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d56d72ffead3781d6c84de4c0b360f010d8e0d06</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d56d72ffead3781d6c84de4c0b360f010d8e0d06/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>a7f09d915f8a526b44485c7c56d82e278e930948</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a7f09d915f8a526b44485c7c56d82e278e930948</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a7f09d915f8a526b44485c7c56d82e278e930948</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>68</th>\n",
+       "      <td>bd24869bb2b00401066586a54c3c9059a9261801</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YmQyNDg2OWJiMmIwMDQwMTA2NjU4NmE1NGMzYzkwNTlhOTI2MTgwMQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-04-16T10:27:23Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-04-16T10:27:23Z</td>\n",
+       "      <td>Delete Alignments Rel_3190.zip</td>\n",
+       "      <td>1435359ccbed2b34f625ea29d76f3f095eaf92b5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/1435359ccbed2b34f625ea29d76f3f095eaf92b5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/bd24869bb2b00401066586a54c3c9059a9261801</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bd24869bb2b00401066586a54c3c9059a9261801</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/bd24869bb2b00401066586a54c3c9059a9261801</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bd24869bb2b00401066586a54c3c9059a9261801/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>d2d5c25c6d50ad76246eaf38b5610b08a0b2e388</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d2d5c25c6d50ad76246eaf38b5610b08a0b2e388</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d2d5c25c6d50ad76246eaf38b5610b08a0b2e388</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>69</th>\n",
+       "      <td>2e48e6b4d03a527cc1d49ceee753a274618f95a5</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MmU0OGU2YjRkMDNhNTI3Y2MxZDQ5Y2VlZTc1M2EyNzQ2MThmOTVhNQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-04-16T11:31:19Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-04-16T11:36:35Z</td>\n",
+       "      <td>Release 3.20.0</td>\n",
+       "      <td>98f091d988c419d6a17b793032043ff9e9c94610</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/98f091d988c419d6a17b793032043ff9e9c94610</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/2e48e6b4d03a527cc1d49ceee753a274618f95a5</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2e48e6b4d03a527cc1d49ceee753a274618f95a5</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2e48e6b4d03a527cc1d49ceee753a274618f95a5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2e48e6b4d03a527cc1d49ceee753a274618f95a5/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>bd24869bb2b00401066586a54c3c9059a9261801</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bd24869bb2b00401066586a54c3c9059a9261801</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/bd24869bb2b00401066586a54c3c9059a9261801</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>70</th>\n",
+       "      <td>6b3074777693f615855355efc92ba5eaa5fd18c9</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NmIzMDc0Nzc3NjkzZjYxNTg1NTM1NWVmYzkyYmE1ZWFhNWZkMThjOQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-04-16T11:38:04Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-04-16T11:38:04Z</td>\n",
+       "      <td>Merge pull request #22 from jrob119/3200\\n\\n3200</td>\n",
+       "      <td>98f091d988c419d6a17b793032043ff9e9c94610</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/98f091d988c419d6a17b793032043ff9e9c94610</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/6b3074777693f615855355efc92ba5eaa5fd18c9</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6b3074777693f615855355efc92ba5eaa5fd18c9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6b3074777693f615855355efc92ba5eaa5fd18c9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6b3074777693f615855355efc92ba5eaa5fd18c9/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>d56d72ffead3781d6c84de4c0b360f010d8e0d06</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d56d72ffead3781d6c84de4c0b360f010d8e0d06</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d56d72ffead3781d6c84de4c0b360f010d8e0d06</td>\n",
+       "      <td>2e48e6b4d03a527cc1d49ceee753a274618f95a5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2e48e6b4d03a527cc1d49ceee753a274618f95a5</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2e48e6b4d03a527cc1d49ceee753a274618f95a5</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71</th>\n",
+       "      <td>ee9ddf9a670467af09b17bd2ca0ef37e7b3cc0e4</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZWU5ZGRmOWE2NzA0NjdhZjA5YjE3YmQyY2EwZWYzN2U3YjNjYzBlNA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-04-17T08:26:00Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-04-17T08:26:00Z</td>\n",
+       "      <td>Release 3.20.0 Patch\\n\\nInclusion of DRB5*01:15 sequence and formatting issues</td>\n",
+       "      <td>5ce67ed8dff360ed548786d5d05c9b39bd96282f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/5ce67ed8dff360ed548786d5d05c9b39bd96282f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ee9ddf9a670467af09b17bd2ca0ef37e7b3cc0e4</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ee9ddf9a670467af09b17bd2ca0ef37e7b3cc0e4</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ee9ddf9a670467af09b17bd2ca0ef37e7b3cc0e4</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ee9ddf9a670467af09b17bd2ca0ef37e7b3cc0e4/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>2e48e6b4d03a527cc1d49ceee753a274618f95a5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2e48e6b4d03a527cc1d49ceee753a274618f95a5</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2e48e6b4d03a527cc1d49ceee753a274618f95a5</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72</th>\n",
+       "      <td>f3064a7fac0c4fce7311fd1f814b2a2026809b93</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZjMwNjRhN2ZhYzBjNGZjZTczMTFmZDFmODE0YjJhMjAyNjgwOWI5Mw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-04-17T08:26:23Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-04-17T08:26:23Z</td>\n",
+       "      <td>Merge pull request #23 from jrob119/3200\\n\\nRelease 3.20.0 Patch</td>\n",
+       "      <td>5ce67ed8dff360ed548786d5d05c9b39bd96282f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/5ce67ed8dff360ed548786d5d05c9b39bd96282f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/f3064a7fac0c4fce7311fd1f814b2a2026809b93</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f3064a7fac0c4fce7311fd1f814b2a2026809b93</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f3064a7fac0c4fce7311fd1f814b2a2026809b93</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f3064a7fac0c4fce7311fd1f814b2a2026809b93/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>6b3074777693f615855355efc92ba5eaa5fd18c9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6b3074777693f615855355efc92ba5eaa5fd18c9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6b3074777693f615855355efc92ba5eaa5fd18c9</td>\n",
+       "      <td>ee9ddf9a670467af09b17bd2ca0ef37e7b3cc0e4</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ee9ddf9a670467af09b17bd2ca0ef37e7b3cc0e4</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ee9ddf9a670467af09b17bd2ca0ef37e7b3cc0e4</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>73</th>\n",
+       "      <td>4e50cded5c4e45a577b1cb229eb3ed3461093839</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NGU1MGNkZWQ1YzRlNDVhNTc3YjFjYjIyOWViM2VkMzQ2MTA5MzgzOQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-04-23T08:59:20Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-04-23T08:59:20Z</td>\n",
+       "      <td>Release 3.20.0\\n\\nInclusion of genomic sequences in hla.dat and XML files.</td>\n",
+       "      <td>dcacd4892d228510c168b4fa888a91d6a986b67c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/dcacd4892d228510c168b4fa888a91d6a986b67c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/4e50cded5c4e45a577b1cb229eb3ed3461093839</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4e50cded5c4e45a577b1cb229eb3ed3461093839</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4e50cded5c4e45a577b1cb229eb3ed3461093839</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4e50cded5c4e45a577b1cb229eb3ed3461093839/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>ee9ddf9a670467af09b17bd2ca0ef37e7b3cc0e4</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ee9ddf9a670467af09b17bd2ca0ef37e7b3cc0e4</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ee9ddf9a670467af09b17bd2ca0ef37e7b3cc0e4</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>74</th>\n",
+       "      <td>a2390433650e43a1df673dbc03745703c266d6be</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YTIzOTA0MzM2NTBlNDNhMWRmNjczZGJjMDM3NDU3MDNjMjY2ZDZiZQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-04-23T08:59:43Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-04-23T08:59:43Z</td>\n",
+       "      <td>Merge pull request #24 from jrob119/3200\\n\\nRelease 3.20.0</td>\n",
+       "      <td>dcacd4892d228510c168b4fa888a91d6a986b67c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/dcacd4892d228510c168b4fa888a91d6a986b67c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/a2390433650e43a1df673dbc03745703c266d6be</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a2390433650e43a1df673dbc03745703c266d6be</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a2390433650e43a1df673dbc03745703c266d6be</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a2390433650e43a1df673dbc03745703c266d6be/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>f3064a7fac0c4fce7311fd1f814b2a2026809b93</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f3064a7fac0c4fce7311fd1f814b2a2026809b93</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f3064a7fac0c4fce7311fd1f814b2a2026809b93</td>\n",
+       "      <td>4e50cded5c4e45a577b1cb229eb3ed3461093839</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4e50cded5c4e45a577b1cb229eb3ed3461093839</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4e50cded5c4e45a577b1cb229eb3ed3461093839</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>75</th>\n",
+       "      <td>18fb9dc249237ad5cb0043fabc1519a11cd60604</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MThmYjlkYzI0OTIzN2FkNWNiMDA0M2ZhYmMxNTE5YTExY2Q2MDYwNA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-01T11:53:33Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-01T11:53:33Z</td>\n",
+       "      <td>Update to information for Release 3.10.0\\n\\nCorrection to information for Release 3.10.0</td>\n",
+       "      <td>d1d0cbd209899025fa35623d718a9d0867f4f76b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/d1d0cbd209899025fa35623d718a9d0867f4f76b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/18fb9dc249237ad5cb0043fabc1519a11cd60604</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/18fb9dc249237ad5cb0043fabc1519a11cd60604</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/18fb9dc249237ad5cb0043fabc1519a11cd60604</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/18fb9dc249237ad5cb0043fabc1519a11cd60604/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>4e50cded5c4e45a577b1cb229eb3ed3461093839</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4e50cded5c4e45a577b1cb229eb3ed3461093839</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4e50cded5c4e45a577b1cb229eb3ed3461093839</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76</th>\n",
+       "      <td>03bec554dde5de988a9b8834b2255b5c1fda2da9</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDNiZWM1NTRkZGU1ZGU5ODhhOWI4ODM0YjIyNTViNWMxZmRhMmRhOQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-01T11:56:10Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-01T11:56:10Z</td>\n",
+       "      <td>Merge pull request #25 from jrob119/3200\\n\\nUpdate to information for Release 3.10.0</td>\n",
+       "      <td>d1d0cbd209899025fa35623d718a9d0867f4f76b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/d1d0cbd209899025fa35623d718a9d0867f4f76b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/03bec554dde5de988a9b8834b2255b5c1fda2da9</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/03bec554dde5de988a9b8834b2255b5c1fda2da9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/03bec554dde5de988a9b8834b2255b5c1fda2da9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/03bec554dde5de988a9b8834b2255b5c1fda2da9/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>a2390433650e43a1df673dbc03745703c266d6be</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a2390433650e43a1df673dbc03745703c266d6be</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a2390433650e43a1df673dbc03745703c266d6be</td>\n",
+       "      <td>18fb9dc249237ad5cb0043fabc1519a11cd60604</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/18fb9dc249237ad5cb0043fabc1519a11cd60604</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/18fb9dc249237ad5cb0043fabc1519a11cd60604</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77</th>\n",
+       "      <td>c4d3f67ef7ef4b5f6571b4f1d4aa5b928d2a3d56</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YzRkM2Y2N2VmN2VmNGI1ZjY1NzFiNGYxZDRhYTViOTI4ZDJhM2Q1Ng==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T10:59:57Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T10:59:57Z</td>\n",
+       "      <td>Release 3.0.0 Files\\n\\nFiles for Release 3.0.0</td>\n",
+       "      <td>74417ea51780b7367dff7297ffd1e97d765a30b9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/74417ea51780b7367dff7297ffd1e97d765a30b9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/c4d3f67ef7ef4b5f6571b4f1d4aa5b928d2a3d56</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c4d3f67ef7ef4b5f6571b4f1d4aa5b928d2a3d56</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c4d3f67ef7ef4b5f6571b4f1d4aa5b928d2a3d56</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c4d3f67ef7ef4b5f6571b4f1d4aa5b928d2a3d56/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>18fb9dc249237ad5cb0043fabc1519a11cd60604</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/18fb9dc249237ad5cb0043fabc1519a11cd60604</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/18fb9dc249237ad5cb0043fabc1519a11cd60604</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>78</th>\n",
+       "      <td>8db938b1eb58dd8c77cba9b7524f84cf8ffe719c</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OGRiOTM4YjFlYjU4ZGQ4Yzc3Y2JhOWI3NTI0Zjg0Y2Y4ZmZlNzE5Yw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:00:29Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:00:29Z</td>\n",
+       "      <td>Release 3.0.0 Files\\n\\nRelease 3.0.0 Files</td>\n",
+       "      <td>99512f4763bdfa0b525761826e137aeb45859956</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/99512f4763bdfa0b525761826e137aeb45859956</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/8db938b1eb58dd8c77cba9b7524f84cf8ffe719c</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8db938b1eb58dd8c77cba9b7524f84cf8ffe719c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8db938b1eb58dd8c77cba9b7524f84cf8ffe719c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8db938b1eb58dd8c77cba9b7524f84cf8ffe719c/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>c4d3f67ef7ef4b5f6571b4f1d4aa5b928d2a3d56</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c4d3f67ef7ef4b5f6571b4f1d4aa5b928d2a3d56</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c4d3f67ef7ef4b5f6571b4f1d4aa5b928d2a3d56</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>79</th>\n",
+       "      <td>4730fe74e15427e2e909aa19212d537c389c9e18</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NDczMGZlNzRlMTU0MjdlMmU5MDlhYTE5MjEyZDUzN2MzODljOWUxOA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:04:23Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:04:23Z</td>\n",
+       "      <td>Release 3.1.0 Files\\n\\nRelease 3.1.0 Files</td>\n",
+       "      <td>f9963b6cfd57f82c5068295ca54f6e04f4bb0b22</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/f9963b6cfd57f82c5068295ca54f6e04f4bb0b22</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/4730fe74e15427e2e909aa19212d537c389c9e18</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4730fe74e15427e2e909aa19212d537c389c9e18</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4730fe74e15427e2e909aa19212d537c389c9e18</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4730fe74e15427e2e909aa19212d537c389c9e18/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>8db938b1eb58dd8c77cba9b7524f84cf8ffe719c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8db938b1eb58dd8c77cba9b7524f84cf8ffe719c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8db938b1eb58dd8c77cba9b7524f84cf8ffe719c</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80</th>\n",
+       "      <td>42d79575c4f3d67f83a44a968eeb34ebe92085ad</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NDJkNzk1NzVjNGYzZDY3ZjgzYTQ0YTk2OGVlYjM0ZWJlOTIwODVhZA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:07:15Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:07:15Z</td>\n",
+       "      <td>Release 3.2.0 Files\\n\\nRelease 3.2.0 Files</td>\n",
+       "      <td>6317052ef288611fa2111156a369ab099f7c1aa7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/6317052ef288611fa2111156a369ab099f7c1aa7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/42d79575c4f3d67f83a44a968eeb34ebe92085ad</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/42d79575c4f3d67f83a44a968eeb34ebe92085ad</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/42d79575c4f3d67f83a44a968eeb34ebe92085ad</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/42d79575c4f3d67f83a44a968eeb34ebe92085ad/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>4730fe74e15427e2e909aa19212d537c389c9e18</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4730fe74e15427e2e909aa19212d537c389c9e18</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4730fe74e15427e2e909aa19212d537c389c9e18</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>81</th>\n",
+       "      <td>c1391b0a42b32da22b24d46b78c5ab1efe9b21e8</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YzEzOTFiMGE0MmIzMmRhMjJiMjRkNDZiNzhjNWFiMWVmZTliMjFlOA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:10:18Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:10:18Z</td>\n",
+       "      <td>Release 3.3.0 Files\\n\\nRelease 3.3.0 Files</td>\n",
+       "      <td>d353d22e1e815669f2a33ff7c80f9dceb2ac53b7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/d353d22e1e815669f2a33ff7c80f9dceb2ac53b7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/c1391b0a42b32da22b24d46b78c5ab1efe9b21e8</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c1391b0a42b32da22b24d46b78c5ab1efe9b21e8</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c1391b0a42b32da22b24d46b78c5ab1efe9b21e8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c1391b0a42b32da22b24d46b78c5ab1efe9b21e8/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>42d79575c4f3d67f83a44a968eeb34ebe92085ad</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/42d79575c4f3d67f83a44a968eeb34ebe92085ad</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/42d79575c4f3d67f83a44a968eeb34ebe92085ad</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>82</th>\n",
+       "      <td>e1c6124040a44d82aebf66fbeb86904c0e1457cb</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZTFjNjEyNDA0MGE0NGQ4MmFlYmY2NmZiZWI4NjkwNGMwZTE0NTdjYg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:19:14Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:19:14Z</td>\n",
+       "      <td>Release 3.4.0 Files\\n\\nRelease 3.4.0 Files</td>\n",
+       "      <td>6f86f8540a8d7088e414da0b518e26c65dc8185c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/6f86f8540a8d7088e414da0b518e26c65dc8185c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/e1c6124040a44d82aebf66fbeb86904c0e1457cb</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e1c6124040a44d82aebf66fbeb86904c0e1457cb</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e1c6124040a44d82aebf66fbeb86904c0e1457cb</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e1c6124040a44d82aebf66fbeb86904c0e1457cb/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>c1391b0a42b32da22b24d46b78c5ab1efe9b21e8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c1391b0a42b32da22b24d46b78c5ab1efe9b21e8</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c1391b0a42b32da22b24d46b78c5ab1efe9b21e8</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>83</th>\n",
+       "      <td>07313301b74c4c0bd95755b48de1e426eda70712</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDczMTMzMDFiNzRjNGMwYmQ5NTc1NWI0OGRlMWU0MjZlZGE3MDcxMg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:19:32Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:19:32Z</td>\n",
+       "      <td>Release 3.4.0 Files\\n\\nRelease 3.4.0 Files</td>\n",
+       "      <td>d4fbd4ebd52ea082904b91d6b1ad3aa3a973ea44</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/d4fbd4ebd52ea082904b91d6b1ad3aa3a973ea44</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/07313301b74c4c0bd95755b48de1e426eda70712</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/07313301b74c4c0bd95755b48de1e426eda70712</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/07313301b74c4c0bd95755b48de1e426eda70712</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/07313301b74c4c0bd95755b48de1e426eda70712/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>e1c6124040a44d82aebf66fbeb86904c0e1457cb</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e1c6124040a44d82aebf66fbeb86904c0e1457cb</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e1c6124040a44d82aebf66fbeb86904c0e1457cb</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84</th>\n",
+       "      <td>2994c396f12803e8a850890c61f38dce385bad90</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Mjk5NGMzOTZmMTI4MDNlOGE4NTA4OTBjNjFmMzhkY2UzODViYWQ5MA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:21:41Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:21:41Z</td>\n",
+       "      <td>Release 3.5.0 Files\\n\\nRelease 3.5.0 Files</td>\n",
+       "      <td>565310833d01a80824f763655d63e54484ddb181</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/565310833d01a80824f763655d63e54484ddb181</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/2994c396f12803e8a850890c61f38dce385bad90</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2994c396f12803e8a850890c61f38dce385bad90</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2994c396f12803e8a850890c61f38dce385bad90</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2994c396f12803e8a850890c61f38dce385bad90/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>07313301b74c4c0bd95755b48de1e426eda70712</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/07313301b74c4c0bd95755b48de1e426eda70712</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/07313301b74c4c0bd95755b48de1e426eda70712</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85</th>\n",
+       "      <td>62ca4ecb834e06f92e16cbd755e700b9d73aedad</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NjJjYTRlY2I4MzRlMDZmOTJlMTZjYmQ3NTVlNzAwYjlkNzNhZWRhZA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:23:58Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:23:58Z</td>\n",
+       "      <td>Release 3.6.0 Files\\n\\nRelease 3.6.0 Files</td>\n",
+       "      <td>7ba8b726cfe75980151f4b1868066ee5f50d1007</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/7ba8b726cfe75980151f4b1868066ee5f50d1007</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/62ca4ecb834e06f92e16cbd755e700b9d73aedad</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/62ca4ecb834e06f92e16cbd755e700b9d73aedad</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/62ca4ecb834e06f92e16cbd755e700b9d73aedad</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/62ca4ecb834e06f92e16cbd755e700b9d73aedad/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>2994c396f12803e8a850890c61f38dce385bad90</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2994c396f12803e8a850890c61f38dce385bad90</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2994c396f12803e8a850890c61f38dce385bad90</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86</th>\n",
+       "      <td>340839349582612fd277eb5d046a355a15d291b3</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MzQwODM5MzQ5NTgyNjEyZmQyNzdlYjVkMDQ2YTM1NWExNWQyOTFiMw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:26:08Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:26:08Z</td>\n",
+       "      <td>Release 3.7.0 Files\\n\\nRelease 3.7.0 Files</td>\n",
+       "      <td>24be92630f25c73b840b8ef02226838c55f82bcf</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/24be92630f25c73b840b8ef02226838c55f82bcf</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/340839349582612fd277eb5d046a355a15d291b3</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/340839349582612fd277eb5d046a355a15d291b3</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/340839349582612fd277eb5d046a355a15d291b3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/340839349582612fd277eb5d046a355a15d291b3/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>62ca4ecb834e06f92e16cbd755e700b9d73aedad</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/62ca4ecb834e06f92e16cbd755e700b9d73aedad</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/62ca4ecb834e06f92e16cbd755e700b9d73aedad</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87</th>\n",
+       "      <td>309db7b9ad74d01800c188d3d4cc2d31b73037b6</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MzA5ZGI3YjlhZDc0ZDAxODAwYzE4OGQzZDRjYzJkMzFiNzMwMzdiNg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:30:02Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:30:02Z</td>\n",
+       "      <td>Release 3.8.0 Files\\n\\nRelease 3.8.0 Files</td>\n",
+       "      <td>f557c7a9eda6d5d63c7f552619ce6e7ea5c7681e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/f557c7a9eda6d5d63c7f552619ce6e7ea5c7681e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/309db7b9ad74d01800c188d3d4cc2d31b73037b6</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/309db7b9ad74d01800c188d3d4cc2d31b73037b6</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/309db7b9ad74d01800c188d3d4cc2d31b73037b6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/309db7b9ad74d01800c188d3d4cc2d31b73037b6/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>340839349582612fd277eb5d046a355a15d291b3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/340839349582612fd277eb5d046a355a15d291b3</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/340839349582612fd277eb5d046a355a15d291b3</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88</th>\n",
+       "      <td>5ffa3dc03bda482a7cbbc22f250843eb348797f6</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NWZmYTNkYzAzYmRhNDgyYTdjYmJjMjJmMjUwODQzZWIzNDg3OTdmNg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:32:37Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:32:37Z</td>\n",
+       "      <td>Release 3.9.0 Files\\n\\nRelease 3.9.0 Files</td>\n",
+       "      <td>b6ee54c8db6c22b8ae3416ca74ed42c089254d4e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/b6ee54c8db6c22b8ae3416ca74ed42c089254d4e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/5ffa3dc03bda482a7cbbc22f250843eb348797f6</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5ffa3dc03bda482a7cbbc22f250843eb348797f6</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5ffa3dc03bda482a7cbbc22f250843eb348797f6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5ffa3dc03bda482a7cbbc22f250843eb348797f6/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>309db7b9ad74d01800c188d3d4cc2d31b73037b6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/309db7b9ad74d01800c188d3d4cc2d31b73037b6</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/309db7b9ad74d01800c188d3d4cc2d31b73037b6</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>89</th>\n",
+       "      <td>13d04064764124c55b01ef23947fa28b88779417</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MTNkMDQwNjQ3NjQxMjRjNTViMDFlZjIzOTQ3ZmEyOGI4ODc3OTQxNw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:34:20Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:34:20Z</td>\n",
+       "      <td>Release 3.9.0.1 Files\\n\\nRelease 3.9.0.1 Files</td>\n",
+       "      <td>7f1b7bafd03c47200c9920464254432fac47472d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/7f1b7bafd03c47200c9920464254432fac47472d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/13d04064764124c55b01ef23947fa28b88779417</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/13d04064764124c55b01ef23947fa28b88779417</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/13d04064764124c55b01ef23947fa28b88779417</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/13d04064764124c55b01ef23947fa28b88779417/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>5ffa3dc03bda482a7cbbc22f250843eb348797f6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5ffa3dc03bda482a7cbbc22f250843eb348797f6</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5ffa3dc03bda482a7cbbc22f250843eb348797f6</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90</th>\n",
+       "      <td>2e702eed7b7f877f24b096d35d5e53c9a071276a</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MmU3MDJlZWQ3YjdmODc3ZjI0YjA5NmQzNWQ1ZTUzYzlhMDcxMjc2YQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:34:36Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:34:36Z</td>\n",
+       "      <td>Release 3.9.0.1 Files\\n\\nRelease 3.9.0.1 Files</td>\n",
+       "      <td>1f39d767a62c94ae9a859d3db13408c58aeae59a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/1f39d767a62c94ae9a859d3db13408c58aeae59a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/2e702eed7b7f877f24b096d35d5e53c9a071276a</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2e702eed7b7f877f24b096d35d5e53c9a071276a</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2e702eed7b7f877f24b096d35d5e53c9a071276a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2e702eed7b7f877f24b096d35d5e53c9a071276a/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>13d04064764124c55b01ef23947fa28b88779417</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/13d04064764124c55b01ef23947fa28b88779417</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/13d04064764124c55b01ef23947fa28b88779417</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91</th>\n",
+       "      <td>7b6638237aa2dd25cc13b6931671e231675eabe7</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6N2I2NjM4MjM3YWEyZGQyNWNjMTNiNjkzMTY3MWUyMzE2NzVlYWJlNw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:36:31Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:36:31Z</td>\n",
+       "      <td>Release 3.10.0 Files\\n\\nRelease 3.10.0 Files</td>\n",
+       "      <td>2cf24c3676aa237b2ef336775289f7ee2dc54440</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/2cf24c3676aa237b2ef336775289f7ee2dc54440</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/7b6638237aa2dd25cc13b6931671e231675eabe7</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7b6638237aa2dd25cc13b6931671e231675eabe7</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7b6638237aa2dd25cc13b6931671e231675eabe7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7b6638237aa2dd25cc13b6931671e231675eabe7/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>2e702eed7b7f877f24b096d35d5e53c9a071276a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2e702eed7b7f877f24b096d35d5e53c9a071276a</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2e702eed7b7f877f24b096d35d5e53c9a071276a</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92</th>\n",
+       "      <td>0de983f3897470047ecc176332187eff12580d7e</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MGRlOTgzZjM4OTc0NzAwNDdlY2MxNzYzMzIxODdlZmYxMjU4MGQ3ZQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:37:52Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:37:52Z</td>\n",
+       "      <td>Release 3.10.0.1 Files\\n\\nRelease 3.10.0.1 Files</td>\n",
+       "      <td>5fe00061419a54c00711571e40ad163c3b6802f2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/5fe00061419a54c00711571e40ad163c3b6802f2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/0de983f3897470047ecc176332187eff12580d7e</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0de983f3897470047ecc176332187eff12580d7e</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0de983f3897470047ecc176332187eff12580d7e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0de983f3897470047ecc176332187eff12580d7e/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>7b6638237aa2dd25cc13b6931671e231675eabe7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7b6638237aa2dd25cc13b6931671e231675eabe7</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7b6638237aa2dd25cc13b6931671e231675eabe7</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93</th>\n",
+       "      <td>24fb614aaadddb2e3a209ce4c290aa1bedf6883d</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MjRmYjYxNGFhYWRkZGIyZTNhMjA5Y2U0YzI5MGFhMWJlZGY2ODgzZA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:40:16Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:40:16Z</td>\n",
+       "      <td>Release 3.11.0 Files\\n\\nRelease 3.11.0 Files</td>\n",
+       "      <td>b465762b9763f55e1fe88e7da2ed051ff59848de</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/b465762b9763f55e1fe88e7da2ed051ff59848de</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/24fb614aaadddb2e3a209ce4c290aa1bedf6883d</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/24fb614aaadddb2e3a209ce4c290aa1bedf6883d</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/24fb614aaadddb2e3a209ce4c290aa1bedf6883d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/24fb614aaadddb2e3a209ce4c290aa1bedf6883d/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0de983f3897470047ecc176332187eff12580d7e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0de983f3897470047ecc176332187eff12580d7e</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0de983f3897470047ecc176332187eff12580d7e</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>94</th>\n",
+       "      <td>69a243a698555feac49dd16d1ab544d60b74115b</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NjlhMjQzYTY5ODU1NWZlYWM0OWRkMTZkMWFiNTQ0ZDYwYjc0MTE1Yg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:41:10Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:41:10Z</td>\n",
+       "      <td>Release 3.11.0.1 Files\\n\\nRelease 3.11.0.1 Files</td>\n",
+       "      <td>41174d8cc7bd43db5a1a9ff8ad79ffcb6fb3ccb7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/41174d8cc7bd43db5a1a9ff8ad79ffcb6fb3ccb7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/69a243a698555feac49dd16d1ab544d60b74115b</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/69a243a698555feac49dd16d1ab544d60b74115b</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/69a243a698555feac49dd16d1ab544d60b74115b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/69a243a698555feac49dd16d1ab544d60b74115b/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>24fb614aaadddb2e3a209ce4c290aa1bedf6883d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/24fb614aaadddb2e3a209ce4c290aa1bedf6883d</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/24fb614aaadddb2e3a209ce4c290aa1bedf6883d</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95</th>\n",
+       "      <td>767691bb05170799914ce53cbbb05508bebcb0b3</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NzY3NjkxYmIwNTE3MDc5OTkxNGNlNTNjYmJiMDU1MDhiZWJjYjBiMw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:43:24Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:43:24Z</td>\n",
+       "      <td>Release 3.12.0 Files\\n\\nRelease 3.12.0 Files</td>\n",
+       "      <td>e32209e07e19387d23e7f53c40c059d7590230aa</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/e32209e07e19387d23e7f53c40c059d7590230aa</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/767691bb05170799914ce53cbbb05508bebcb0b3</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/767691bb05170799914ce53cbbb05508bebcb0b3</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/767691bb05170799914ce53cbbb05508bebcb0b3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/767691bb05170799914ce53cbbb05508bebcb0b3/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>69a243a698555feac49dd16d1ab544d60b74115b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/69a243a698555feac49dd16d1ab544d60b74115b</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/69a243a698555feac49dd16d1ab544d60b74115b</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96</th>\n",
+       "      <td>1429eb572ade1b728cd095c554f735e8184016b0</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MTQyOWViNTcyYWRlMWI3MjhjZDA5NWM1NTRmNzM1ZTgxODQwMTZiMA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:44:23Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:44:23Z</td>\n",
+       "      <td>Release 3.13.0 Files\\n\\nRelease 3.13.0 Files</td>\n",
+       "      <td>9a5b0d6486106568aafdf8cb6a7fd4bc52fa1aa7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/9a5b0d6486106568aafdf8cb6a7fd4bc52fa1aa7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/1429eb572ade1b728cd095c554f735e8184016b0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1429eb572ade1b728cd095c554f735e8184016b0</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1429eb572ade1b728cd095c554f735e8184016b0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1429eb572ade1b728cd095c554f735e8184016b0/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>767691bb05170799914ce53cbbb05508bebcb0b3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/767691bb05170799914ce53cbbb05508bebcb0b3</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/767691bb05170799914ce53cbbb05508bebcb0b3</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97</th>\n",
+       "      <td>d15d9b633b67f5a632f5f78cef6c8986a00a92da</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZDE1ZDliNjMzYjY3ZjVhNjMyZjVmNzhjZWY2Yzg5ODZhMDBhOTJkYQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:46:17Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:46:17Z</td>\n",
+       "      <td>Release 3.13.0 Files\\n\\nRelease 3.13.0 Files</td>\n",
+       "      <td>72d3064a38f36558234ea39ed6ad3a9201c0c86e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/72d3064a38f36558234ea39ed6ad3a9201c0c86e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/d15d9b633b67f5a632f5f78cef6c8986a00a92da</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d15d9b633b67f5a632f5f78cef6c8986a00a92da</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d15d9b633b67f5a632f5f78cef6c8986a00a92da</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d15d9b633b67f5a632f5f78cef6c8986a00a92da/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>1429eb572ade1b728cd095c554f735e8184016b0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1429eb572ade1b728cd095c554f735e8184016b0</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1429eb572ade1b728cd095c554f735e8184016b0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98</th>\n",
+       "      <td>23044ee80c27f75bb34c9f9ac689b1c68cd65914</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MjMwNDRlZTgwYzI3Zjc1YmIzNGM5ZjlhYzY4OWIxYzY4Y2Q2NTkxNA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:47:46Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:47:46Z</td>\n",
+       "      <td>Release 3.13.1 Files\\n\\nRelease 3.13.1 Files</td>\n",
+       "      <td>554b244ad1cd0626c791c3fbd8ab7afa3ad94efa</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/554b244ad1cd0626c791c3fbd8ab7afa3ad94efa</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/23044ee80c27f75bb34c9f9ac689b1c68cd65914</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/23044ee80c27f75bb34c9f9ac689b1c68cd65914</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/23044ee80c27f75bb34c9f9ac689b1c68cd65914</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/23044ee80c27f75bb34c9f9ac689b1c68cd65914/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>d15d9b633b67f5a632f5f78cef6c8986a00a92da</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d15d9b633b67f5a632f5f78cef6c8986a00a92da</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d15d9b633b67f5a632f5f78cef6c8986a00a92da</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99</th>\n",
+       "      <td>fa208da83a7f96d62c1e4efee2018074bbd805e0</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZmEyMDhkYTgzYTdmOTZkNjJjMWU0ZWZlZTIwMTgwNzRiYmQ4MDVlMA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:49:48Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:49:48Z</td>\n",
+       "      <td>Release 3.14.0 Files\\n\\nRelease 3.14.0 Files</td>\n",
+       "      <td>e0eccede4cde00c604fb7ea9282579750afaf343</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/e0eccede4cde00c604fb7ea9282579750afaf343</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/fa208da83a7f96d62c1e4efee2018074bbd805e0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fa208da83a7f96d62c1e4efee2018074bbd805e0</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/fa208da83a7f96d62c1e4efee2018074bbd805e0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fa208da83a7f96d62c1e4efee2018074bbd805e0/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>23044ee80c27f75bb34c9f9ac689b1c68cd65914</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/23044ee80c27f75bb34c9f9ac689b1c68cd65914</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/23044ee80c27f75bb34c9f9ac689b1c68cd65914</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100</th>\n",
+       "      <td>3abe7e12dcbc3824315959af4428c53bd760c6e7</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6M2FiZTdlMTJkY2JjMzgyNDMxNTk1OWFmNDQyOGM1M2JkNzYwYzZlNw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:50:38Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:50:38Z</td>\n",
+       "      <td>Release 3.14.0.1 Files\\n\\nRelease 3.14.0.1 Files</td>\n",
+       "      <td>79a13a0e02372c16f7fb15671ff1fd2b007eaf43</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/79a13a0e02372c16f7fb15671ff1fd2b007eaf43</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/3abe7e12dcbc3824315959af4428c53bd760c6e7</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3abe7e12dcbc3824315959af4428c53bd760c6e7</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3abe7e12dcbc3824315959af4428c53bd760c6e7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3abe7e12dcbc3824315959af4428c53bd760c6e7/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>fa208da83a7f96d62c1e4efee2018074bbd805e0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fa208da83a7f96d62c1e4efee2018074bbd805e0</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/fa208da83a7f96d62c1e4efee2018074bbd805e0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101</th>\n",
+       "      <td>61b194bca5a2e2bacf80c3081c7d521fdde0bdc5</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NjFiMTk0YmNhNWEyZTJiYWNmODBjMzA4MWM3ZDUyMWZkZGUwYmRjNQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:53:42Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:53:42Z</td>\n",
+       "      <td>Release 3.15.0 Files\\n\\nRelease 3.15.0 Files</td>\n",
+       "      <td>94dd7362e1a94fdc2e2599c24df9b1b463412b13</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/94dd7362e1a94fdc2e2599c24df9b1b463412b13</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/61b194bca5a2e2bacf80c3081c7d521fdde0bdc5</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/61b194bca5a2e2bacf80c3081c7d521fdde0bdc5</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/61b194bca5a2e2bacf80c3081c7d521fdde0bdc5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/61b194bca5a2e2bacf80c3081c7d521fdde0bdc5/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>3abe7e12dcbc3824315959af4428c53bd760c6e7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3abe7e12dcbc3824315959af4428c53bd760c6e7</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3abe7e12dcbc3824315959af4428c53bd760c6e7</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102</th>\n",
+       "      <td>ee5a661314196af16994119d69b609f2b11de764</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZWU1YTY2MTMxNDE5NmFmMTY5OTQxMTlkNjliNjA5ZjJiMTFkZTc2NA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:54:26Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:54:26Z</td>\n",
+       "      <td>Release 3.15.0.1 Files\\n\\nRelease 3.15.0.1 Files</td>\n",
+       "      <td>bcbd9cd006a9143c48bc777f9a218be9215b1c65</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/bcbd9cd006a9143c48bc777f9a218be9215b1c65</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ee5a661314196af16994119d69b609f2b11de764</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ee5a661314196af16994119d69b609f2b11de764</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ee5a661314196af16994119d69b609f2b11de764</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ee5a661314196af16994119d69b609f2b11de764/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>61b194bca5a2e2bacf80c3081c7d521fdde0bdc5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/61b194bca5a2e2bacf80c3081c7d521fdde0bdc5</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/61b194bca5a2e2bacf80c3081c7d521fdde0bdc5</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103</th>\n",
+       "      <td>cd21729801a7f4c9da36666cfbf8a587cdc77144</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Y2QyMTcyOTgwMWE3ZjRjOWRhMzY2NjZjZmJmOGE1ODdjZGM3NzE0NA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:56:43Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:56:43Z</td>\n",
+       "      <td>Release 3.16.0 Files\\n\\nRelease 3.16.0 Files</td>\n",
+       "      <td>0a95352993ef91098bfa772874201b47a25470d4</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/0a95352993ef91098bfa772874201b47a25470d4</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/cd21729801a7f4c9da36666cfbf8a587cdc77144</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cd21729801a7f4c9da36666cfbf8a587cdc77144</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cd21729801a7f4c9da36666cfbf8a587cdc77144</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cd21729801a7f4c9da36666cfbf8a587cdc77144/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>ee5a661314196af16994119d69b609f2b11de764</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ee5a661314196af16994119d69b609f2b11de764</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ee5a661314196af16994119d69b609f2b11de764</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104</th>\n",
+       "      <td>de232c0b9b1b2c33c4c5e7caa068c3d8e1a16a3c</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZGUyMzJjMGI5YjFiMmMzM2M0YzVlN2NhYTA2OGMzZDhlMWExNmEzYw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:58:47Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-06-12T11:58:47Z</td>\n",
+       "      <td>Release 3.16.0.1 Files\\n\\nRelease 3.16.0.1 Files</td>\n",
+       "      <td>36e7a5eccf36e90b8184706e75a8874c6f5ec5de</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/36e7a5eccf36e90b8184706e75a8874c6f5ec5de</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/de232c0b9b1b2c33c4c5e7caa068c3d8e1a16a3c</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/de232c0b9b1b2c33c4c5e7caa068c3d8e1a16a3c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/de232c0b9b1b2c33c4c5e7caa068c3d8e1a16a3c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/de232c0b9b1b2c33c4c5e7caa068c3d8e1a16a3c/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>cd21729801a7f4c9da36666cfbf8a587cdc77144</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cd21729801a7f4c9da36666cfbf8a587cdc77144</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cd21729801a7f4c9da36666cfbf8a587cdc77144</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105</th>\n",
+       "      <td>c20d33fafaa72f0f0728574efb39715e58e5d27f</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YzIwZDMzZmFmYWE3MmYwZjA3Mjg1NzRlZmIzOTcxNWU1OGU1ZDI3Zg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-07-07T12:28:19Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-07-07T12:28:19Z</td>\n",
+       "      <td>Files for IMGT/HLA Release 3.21.0\\n\\nFiles for IMGT/HLA Release 3.21.0</td>\n",
+       "      <td>56416ae4e5946c6efea7a3fae8e2935dcf6a8124</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/56416ae4e5946c6efea7a3fae8e2935dcf6a8124</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/c20d33fafaa72f0f0728574efb39715e58e5d27f</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c20d33fafaa72f0f0728574efb39715e58e5d27f</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c20d33fafaa72f0f0728574efb39715e58e5d27f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c20d33fafaa72f0f0728574efb39715e58e5d27f/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>025e835ee28d08dfb6e1f0f16a6118800d72be6b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/025e835ee28d08dfb6e1f0f16a6118800d72be6b</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/025e835ee28d08dfb6e1f0f16a6118800d72be6b</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106</th>\n",
+       "      <td>c73a0acd51382f17f34c360430f0ca30c92d9129</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YzczYTBhY2Q1MTM4MmYxN2YzNGMzNjA0MzBmMGNhMzBjOTJkOTEyOQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-07-07T12:41:38Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-07-07T12:41:38Z</td>\n",
+       "      <td>Merge remote-tracking branch 'origin/Latest' into Latest\\n\\nConflicts:\\n\\tAllelelist.txt\\n\\tAllelelist_history.txt\\n\\talignments/A_gen.txt\\n\\talignments/A_nuc.txt\\n\\talignments/A_prot.txt\\n\\talignments/B_gen.txt\\n\\talignments/B_nuc.txt\\n\\talignments/B_prot.txt\\n\\talignments/C_gen.txt\\n\\talignments/C_nuc.txt\\n\\talignments/C_prot.txt\\n\\talignments/ClassI_nuc.txt\\n\\talignments/ClassI_prot.txt\\n\\talignments/DMA_gen.txt\\n\\talignments/DMA_nuc.txt\\n\\talignments/DMA_prot.txt\\n\\talignments/DMB_gen.txt\\n\\talignments/DMB_nuc.txt\\n\\talignments/DMB_prot.txt\\n\\talignments/DOA_gen.txt\\n\\talignments/DOA_nuc.txt\\n\\talignments/DOA_prot.txt\\n\\talignments/DOB_gen.txt\\n\\talignments/DOB_nuc.txt\\n\\talignments/DOB_prot.txt\\n\\talignments/DPA_gen.txt\\n\\talignments/DPA_nuc.txt\\n\\talignments/DPA_prot.txt\\n\\talignments/DPB_gen.txt\\n\\talignments/DPB_nuc.txt\\n\\talignments/DPB_prot.txt\\n\\talignments/DQA_gen.txt\\n\\talignments/DQA_nuc.txt\\n\\talignments/DQA_prot.txt\\n\\talignments/DQB_gen.txt\\n\\talignments/DQB_nuc.txt\\n\\talignments/DQB_prot.txt\\n\\talignments/DRA_gen.txt\\n\\talignments/DRA_nuc.txt\\n\\talignments/DRA_prot.txt\\n\\talignments/DRB3_gen.txt\\n\\talignments/DRB4_gen.txt\\n\\talignments/DRB_gen.txt\\n\\talignments/DRB_nuc.txt\\n\\talignments/DRB_prot.txt\\n\\talignments/E_gen.txt\\n\\talignments/E_nuc.txt\\n\\talignments/E_prot.txt\\n\\talignments/F_gen.txt\\n\\talignments/F_nuc.txt\\n\\talignments/F_prot.txt\\n\\talignments/G_gen.txt\\n\\talignments/G_nuc.txt\\n\\talignments/G_prot.txt\\n\\talignments/H_gen.txt\\n\\talignments/H_nuc.txt\\n\\talignments/J_gen.txt\\n\\talignments/J_nuc.txt\\n\\talignments/K_gen.txt\\n\\talignments/K_nuc.txt\\n\\talignments/L_gen.txt\\n\\talignments/L_nuc.txt\\n\\talignments/MICA_gen.txt\\n\\talignments/MICA_nuc.txt\\n\\talignments/MICA_prot.txt\\n\\talignments/MICB_gen.txt\\n\\talignments/MICB_nuc.txt\\n\\talignments/MICB_prot.txt\\n\\talignments/P_gen.txt\\n\\talignments/TAP1_gen.txt\\n\\talignments/TAP1_nuc.txt\\n\\talignments/TAP1_prot.txt\\n\\talignments/TAP2_gen.txt\\n\\talignments/TAP2_nuc.txt\\n\\talignments/TAP2_prot.txt\\n\\talignments/V_gen.txt\\n\\talignments/V_nuc.txt\\n\\talignments/Y_gen.txt\\n\\talignments/Y_nuc.txt\\n\\tfasta/A_gen.fasta\\n\\tfasta/A_nuc.fasta\\n\\tfasta/A_prot.fasta\\n\\tfasta/B_gen.fasta\\n\\tfasta/B_nuc.fasta\\n\\tfasta/B_prot.fasta\\n\\tfasta/C_gen.fasta\\n\\tfasta/C_nuc.fasta\\n\\tfasta/C_prot.fasta\\n\\tfasta/DPB1_nuc.fasta\\n\\tfasta/DPB1_prot.fasta\\n\\tfasta/DQB1_nuc.fasta\\n\\tfasta/DQB1_prot.fasta\\n\\tfasta/DRB1_nuc.fasta\\n\\tfasta/DRB1_prot.fasta\\n\\tfasta/DRB345_prot.fasta\\n\\tfasta/DRB_nuc.fasta\\n\\tfasta/DRB_prot.fasta\\n\\tfasta/MICA_prot.fasta\\n\\tfasta/hla_nuc.fasta\\n\\tfasta/hla_prot.fasta\\n\\thla.dat\\n\\thla_nuc.fasta\\n\\thla_prot.fasta\\n\\tmsf/A_gen.msf\\n\\tmsf/A_nuc.msf\\n\\tmsf/A_prot.msf\\n\\tmsf/B_gen.msf\\n\\tmsf/B_nuc.msf\\n\\tmsf/B_prot.msf\\n\\tmsf/C_gen.msf\\n\\tmsf/C_nuc.msf\\n\\tmsf/C_prot.msf\\n\\tmsf/DMA_gen.msf\\n\\tmsf/DMA_nuc.msf\\n\\tmsf/DMA_prot.msf\\n\\tmsf/DMB_gen.msf\\n\\tmsf/DMB_nuc.msf\\n\\tmsf/DMB_prot.msf\\n\\tmsf/DOA_gen.msf\\n\\tmsf/DOA_nuc.msf\\n\\tmsf/DOA_prot.msf\\n\\tmsf/DOB_gen.msf\\n\\tmsf/DOB_nuc.msf\\n\\tmsf/DOB_prot.msf\\n\\tmsf/DPA1_nuc.msf\\n\\tmsf/DPA1_prot.msf\\n\\tmsf/DPA_gen.msf\\n\\tmsf/DPB1_nuc.msf\\n\\tmsf/DPB1_prot.msf\\n\\tmsf/DPB_gen.msf\\n\\tmsf/DQA1_nuc.msf\\n\\tmsf/DQA1_prot.msf\\n\\tmsf/DQA_gen.msf\\n\\tmsf/DQB1_nuc.msf\\n\\tmsf/DQB1_prot.msf\\n\\tmsf/DQB_gen.msf\\n\\tmsf/DRA_gen.msf\\n\\tmsf/DRA_nuc.msf\\n\\tmsf/DRA_prot.msf\\n\\tmsf/DRB1_gen.msf\\n\\tmsf/DRB1_nuc.msf\\n\\tmsf/DRB1_prot.msf\\n\\tmsf/DRB345_nuc.msf\\n\\tmsf/DRB345_prot.msf\\n\\tmsf/DRB3_gen.msf\\n\\tmsf/DRB4_gen.msf\\n\\tmsf/DRB5_gen.msf\\n\\tmsf/DRB_nuc.msf\\n\\tmsf/DRB_prot.msf\\n\\tmsf/E_gen.msf\\n\\tmsf/E_nuc.msf\\n\\tmsf/E_prot.msf\\n\\tmsf/F_gen.msf\\n\\tmsf/F_nuc.msf\\n\\tmsf/F_prot.msf\\n\\tmsf/G_gen.msf\\n\\tmsf/G_nuc.msf\\n\\tmsf/G_prot.msf\\n\\tmsf/H_gen.msf\\n\\tmsf/H_nuc.msf\\n\\tmsf/J_gen.msf\\n\\tmsf/J_nuc.msf\\n\\tmsf/K_gen.msf\\n\\tmsf/K_nuc.msf\\n\\tmsf/L_gen.msf\\n\\tmsf/L_nuc.msf\\n\\tmsf/MICA_gen.msf\\n\\tmsf/MICA_nuc.msf\\n\\tmsf/MICA_prot.msf\\n\\tmsf/MICB_gen.msf\\n\\tmsf/MICB_nuc.msf\\n\\tmsf/MICB_prot.msf\\n\\tmsf/P_gen.msf\\n\\tmsf/TAP1_gen.msf\\n\\tmsf/TAP1_nuc.msf\\n\\tmsf/TAP1_prot.msf\\n\\tmsf/TAP2_gen.msf\\n\\tmsf/TAP2_nuc.msf\\n\\tmsf/TAP2_prot.msf\\n\\tmsf/V_gen.msf\\n\\tmsf/V_nuc.msf\\n\\tpir/A_gen.pir\\n\\tpir/A_nuc.pir\\n\\tpir/A_prot.pir\\n\\tpir/B_gen.pir\\n\\tpir/B_nuc.pir\\n\\tpir/B_prot.pir\\n\\tpir/C_gen.pir\\n\\tpir/C_nuc.pir\\n\\tpir/C_prot.pir\\n\\tpir/DPA1_nuc.pir\\n\\tpir/DPA1_prot.pir\\n\\tpir/DPB1_nuc.pir\\n\\tpir/DPB1_prot.pir\\n\\tpir/DQA1_nuc.pir\\n\\tpir/DQA1_prot.pir\\n\\tpir/DQB1_nuc.pir\\n\\tpir/DQB1_prot.pir\\n\\tpir/DQB_gen.pir\\n\\tpir/DRB1_nuc.pir\\n\\tpir/DRB1_prot.pir\\n\\tpir/DRB345_nuc.pir\\n\\tpir/DRB345_prot.pir\\n\\tpir/DRB_nuc.pir\\n\\tpir/DRB_prot.pir\\n\\tpir/E_gen.pir\\n\\tpir/E_nuc.pir\\n\\tpir/E_prot.pir\\n\\tpir/MICA_nuc.pir\\n\\tpir/MICA_prot.pir\\n\\tpir/MICB_nuc.pir\\n\\tpir/MICB_prot.pir\\n\\txml/hla.xml.zip\\n\\txml/hla_ambigs.xml.zip</td>\n",
+       "      <td>cd1335d5fd566c7b7fc07429f71279ed3e510815</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/cd1335d5fd566c7b7fc07429f71279ed3e510815</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c73a0acd51382f17f34c360430f0ca30c92d9129</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c73a0acd51382f17f34c360430f0ca30c92d9129</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c73a0acd51382f17f34c360430f0ca30c92d9129/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>c20d33fafaa72f0f0728574efb39715e58e5d27f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c20d33fafaa72f0f0728574efb39715e58e5d27f</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c20d33fafaa72f0f0728574efb39715e58e5d27f</td>\n",
+       "      <td>03bec554dde5de988a9b8834b2255b5c1fda2da9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/03bec554dde5de988a9b8834b2255b5c1fda2da9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/03bec554dde5de988a9b8834b2255b5c1fda2da9</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107</th>\n",
+       "      <td>6385484e7dc65bbd2df7b15da52f8428c782d1c9</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NjM4NTQ4NGU3ZGM2NWJiZDJkZjdiMTVkYTUyZjg0MjhjNzgyZDFjOQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-07-07T12:47:36Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-07-07T12:47:36Z</td>\n",
+       "      <td>Files for IMGT/HLA Release 3.21.0\\n\\nFiles for IMGT/HLA Release 3.21.0</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/a1382393f7291d863a37b0a3459f32c5dc3e48b1</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6385484e7dc65bbd2df7b15da52f8428c782d1c9</td>\n",
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+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
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+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c73a0acd51382f17f34c360430f0ca30c92d9129</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>108</th>\n",
+       "      <td>6d164341f9b0f1dd3d0b0d18e942cbafa93d2caa</td>\n",
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+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-07-07T13:14:32Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-07-07T13:54:54Z</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>ee39ac68f293c5fb7642f6cf9294b6c7ebfe1a18</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ee39ac68f293c5fb7642f6cf9294b6c7ebfe1a18</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ee39ac68f293c5fb7642f6cf9294b6c7ebfe1a18</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109</th>\n",
+       "      <td>ee39ac68f293c5fb7642f6cf9294b6c7ebfe1a18</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZWUzOWFjNjhmMjkzYzVmYjc2NDJmNmNmOTI5NGI2YzdlYmZlMWExOA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-07-07T13:35:01Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-07-07T13:54:54Z</td>\n",
+       "      <td>Revert \"Files for IMGT/HLA Release 3.21.0\"\\n\\nThis reverts commit e323af41423a8925cdafccb743c5dcff83e644d8.</td>\n",
+       "      <td>c503afebededd786abea9e2bd918f7c05f49b25c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/c503afebededd786abea9e2bd918f7c05f49b25c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ee39ac68f293c5fb7642f6cf9294b6c7ebfe1a18</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ee39ac68f293c5fb7642f6cf9294b6c7ebfe1a18</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ee39ac68f293c5fb7642f6cf9294b6c7ebfe1a18</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ee39ac68f293c5fb7642f6cf9294b6c7ebfe1a18/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>6385484e7dc65bbd2df7b15da52f8428c782d1c9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6385484e7dc65bbd2df7b15da52f8428c782d1c9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6385484e7dc65bbd2df7b15da52f8428c782d1c9</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110</th>\n",
+       "      <td>ed8f3032452f07635808d7c426ac164a205c39ca</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZWQ4ZjMwMzI0NTJmMDc2MzU4MDhkN2M0MjZhYzE2NGEyMDVjMzljYQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-07-07T13:57:07Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-07-07T13:57:07Z</td>\n",
+       "      <td>Release 3.21.0\\n\\nFiles for Release IMGT/HLA 3.21.0</td>\n",
+       "      <td>64f5c65d9888c240c924d720698d232147437e80</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/64f5c65d9888c240c924d720698d232147437e80</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ed8f3032452f07635808d7c426ac164a205c39ca</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ed8f3032452f07635808d7c426ac164a205c39ca</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ed8f3032452f07635808d7c426ac164a205c39ca</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ed8f3032452f07635808d7c426ac164a205c39ca/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>6d164341f9b0f1dd3d0b0d18e942cbafa93d2caa</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6d164341f9b0f1dd3d0b0d18e942cbafa93d2caa</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6d164341f9b0f1dd3d0b0d18e942cbafa93d2caa</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111</th>\n",
+       "      <td>5f3a4c755d9bf5d3bcf079d5908d8bde5d5acdb2</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NWYzYTRjNzU1ZDliZjVkM2JjZjA3OWQ1OTA4ZDhiZGU1ZDVhY2RiMg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-07-07T13:59:17Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-07-07T13:59:17Z</td>\n",
+       "      <td>Merge pull request #28 from jrob119/3210\\n\\n3210</td>\n",
+       "      <td>64f5c65d9888c240c924d720698d232147437e80</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/64f5c65d9888c240c924d720698d232147437e80</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/5f3a4c755d9bf5d3bcf079d5908d8bde5d5acdb2</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5f3a4c755d9bf5d3bcf079d5908d8bde5d5acdb2</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5f3a4c755d9bf5d3bcf079d5908d8bde5d5acdb2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5f3a4c755d9bf5d3bcf079d5908d8bde5d5acdb2/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>6385484e7dc65bbd2df7b15da52f8428c782d1c9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6385484e7dc65bbd2df7b15da52f8428c782d1c9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6385484e7dc65bbd2df7b15da52f8428c782d1c9</td>\n",
+       "      <td>ed8f3032452f07635808d7c426ac164a205c39ca</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ed8f3032452f07635808d7c426ac164a205c39ca</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ed8f3032452f07635808d7c426ac164a205c39ca</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112</th>\n",
+       "      <td>02feff2f6c970ecb2e56f4d183a6914cc3671688</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDJmZWZmMmY2Yzk3MGVjYjJlNTZmNGQxODNhNjkxNGNjMzY3MTY4OA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-07-07T14:01:00Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-07-07T14:01:00Z</td>\n",
+       "      <td>Files for Release 3.21.0</td>\n",
+       "      <td>dededc37912554b52f855773cf9c0906ecd9e7a6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/dededc37912554b52f855773cf9c0906ecd9e7a6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/02feff2f6c970ecb2e56f4d183a6914cc3671688</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/02feff2f6c970ecb2e56f4d183a6914cc3671688</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/02feff2f6c970ecb2e56f4d183a6914cc3671688</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/02feff2f6c970ecb2e56f4d183a6914cc3671688/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>ed8f3032452f07635808d7c426ac164a205c39ca</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ed8f3032452f07635808d7c426ac164a205c39ca</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ed8f3032452f07635808d7c426ac164a205c39ca</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113</th>\n",
+       "      <td>b21c8a56223316de27fa4d1960f10dcba5bc7245</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YjIxYzhhNTYyMjMzMTZkZTI3ZmE0ZDE5NjBmMTBkY2JhNWJjNzI0NQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-07-07T14:02:51Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-07-07T14:02:51Z</td>\n",
+       "      <td>Merge pull request #29 from jrob119/3210\\n\\nFiles for Release 3.21.0</td>\n",
+       "      <td>dededc37912554b52f855773cf9c0906ecd9e7a6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/dededc37912554b52f855773cf9c0906ecd9e7a6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/b21c8a56223316de27fa4d1960f10dcba5bc7245</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b21c8a56223316de27fa4d1960f10dcba5bc7245</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b21c8a56223316de27fa4d1960f10dcba5bc7245</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b21c8a56223316de27fa4d1960f10dcba5bc7245/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>5f3a4c755d9bf5d3bcf079d5908d8bde5d5acdb2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5f3a4c755d9bf5d3bcf079d5908d8bde5d5acdb2</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5f3a4c755d9bf5d3bcf079d5908d8bde5d5acdb2</td>\n",
+       "      <td>02feff2f6c970ecb2e56f4d183a6914cc3671688</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/02feff2f6c970ecb2e56f4d183a6914cc3671688</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/02feff2f6c970ecb2e56f4d183a6914cc3671688</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114</th>\n",
+       "      <td>a86ee12d28796d6f313c82c1e432d8d3c23642c3</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YTg2ZWUxMmQyODc5NmQ2ZjMxM2M4MmMxZTQzMmQ4ZDNjMjM2NDJjMw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-08-12T10:19:30Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-08-12T10:19:30Z</td>\n",
+       "      <td>Update for Release 3.21.1\\n\\nThe alleles DPB1*136:01 and DPB1*440:01 contained intronic sequence at\\nthe end of the CDS sequence.</td>\n",
+       "      <td>38422a480ebc3e6ff54b0ea2cfc795a459464f44</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/38422a480ebc3e6ff54b0ea2cfc795a459464f44</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/a86ee12d28796d6f313c82c1e432d8d3c23642c3</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a86ee12d28796d6f313c82c1e432d8d3c23642c3</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a86ee12d28796d6f313c82c1e432d8d3c23642c3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a86ee12d28796d6f313c82c1e432d8d3c23642c3/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>02feff2f6c970ecb2e56f4d183a6914cc3671688</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/02feff2f6c970ecb2e56f4d183a6914cc3671688</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/02feff2f6c970ecb2e56f4d183a6914cc3671688</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>115</th>\n",
+       "      <td>8ab68c8501ae33bf27d80d070cea4bf2c76b092b</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OGFiNjhjODUwMWFlMzNiZjI3ZDgwZDA3MGNlYTRiZjJjNzZiMDkyYg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-08-12T10:22:19Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-08-12T10:22:19Z</td>\n",
+       "      <td>Merge pull request #30 from jrob119/3210\\n\\nUpdate for Release 3.21.1</td>\n",
+       "      <td>38422a480ebc3e6ff54b0ea2cfc795a459464f44</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/38422a480ebc3e6ff54b0ea2cfc795a459464f44</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/8ab68c8501ae33bf27d80d070cea4bf2c76b092b</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8ab68c8501ae33bf27d80d070cea4bf2c76b092b</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8ab68c8501ae33bf27d80d070cea4bf2c76b092b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8ab68c8501ae33bf27d80d070cea4bf2c76b092b/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>b21c8a56223316de27fa4d1960f10dcba5bc7245</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b21c8a56223316de27fa4d1960f10dcba5bc7245</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b21c8a56223316de27fa4d1960f10dcba5bc7245</td>\n",
+       "      <td>a86ee12d28796d6f313c82c1e432d8d3c23642c3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a86ee12d28796d6f313c82c1e432d8d3c23642c3</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a86ee12d28796d6f313c82c1e432d8d3c23642c3</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>116</th>\n",
+       "      <td>ff1912ff754078df3971b043fa1e75792eb5f574</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZmYxOTEyZmY3NTQwNzhkZjM5NzFiMDQzZmExZTc1NzkyZWI1ZjU3NA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-09-11T12:34:58Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-09-11T12:34:58Z</td>\n",
+       "      <td>Update for Release 3.21.1\\n\\nUpdate for Release 3.21.1</td>\n",
+       "      <td>c2f1b64d793199b546ee4ba94018cafc4ebb4426</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/c2f1b64d793199b546ee4ba94018cafc4ebb4426</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ff1912ff754078df3971b043fa1e75792eb5f574</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ff1912ff754078df3971b043fa1e75792eb5f574</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ff1912ff754078df3971b043fa1e75792eb5f574</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ff1912ff754078df3971b043fa1e75792eb5f574/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>a86ee12d28796d6f313c82c1e432d8d3c23642c3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a86ee12d28796d6f313c82c1e432d8d3c23642c3</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a86ee12d28796d6f313c82c1e432d8d3c23642c3</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117</th>\n",
+       "      <td>b9d39ed7e59d49aaf7ab0fdba5d24f77d3229dd1</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YjlkMzllZDdlNTlkNDlhYWY3YWIwZmRiYTVkMjRmNzdkMzIyOWRkMQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-09-11T12:37:30Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-09-11T12:37:30Z</td>\n",
+       "      <td>Merge pull request #31 from jrob119/3210\\n\\nUpdate for Release 3.21.1</td>\n",
+       "      <td>c2f1b64d793199b546ee4ba94018cafc4ebb4426</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/c2f1b64d793199b546ee4ba94018cafc4ebb4426</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/b9d39ed7e59d49aaf7ab0fdba5d24f77d3229dd1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b9d39ed7e59d49aaf7ab0fdba5d24f77d3229dd1</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b9d39ed7e59d49aaf7ab0fdba5d24f77d3229dd1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b9d39ed7e59d49aaf7ab0fdba5d24f77d3229dd1/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>8ab68c8501ae33bf27d80d070cea4bf2c76b092b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8ab68c8501ae33bf27d80d070cea4bf2c76b092b</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8ab68c8501ae33bf27d80d070cea4bf2c76b092b</td>\n",
+       "      <td>ff1912ff754078df3971b043fa1e75792eb5f574</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ff1912ff754078df3971b043fa1e75792eb5f574</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ff1912ff754078df3971b043fa1e75792eb5f574</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>118</th>\n",
+       "      <td>11bf2f4bfa5aacee1e93371db7031384464e0c00</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MTFiZjJmNGJmYTVhYWNlZTFlOTMzNzFkYjcwMzEzODQ0NjRlMGMwMA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-09-11T15:39:09Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-09-11T15:39:09Z</td>\n",
+       "      <td>Update for 3.21.0\\n\\nIncludes B*40:155:01G group and single allele group DRB1*11:11:01G</td>\n",
+       "      <td>236e4f4746dbec613e4a0b0509f52a5dbb9631bb</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/236e4f4746dbec613e4a0b0509f52a5dbb9631bb</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/11bf2f4bfa5aacee1e93371db7031384464e0c00</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/11bf2f4bfa5aacee1e93371db7031384464e0c00</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/11bf2f4bfa5aacee1e93371db7031384464e0c00</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/11bf2f4bfa5aacee1e93371db7031384464e0c00/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>ff1912ff754078df3971b043fa1e75792eb5f574</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ff1912ff754078df3971b043fa1e75792eb5f574</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ff1912ff754078df3971b043fa1e75792eb5f574</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119</th>\n",
+       "      <td>328aab0e1d08169095c461fb564224a72adf5981</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MzI4YWFiMGUxZDA4MTY5MDk1YzQ2MWZiNTY0MjI0YTcyYWRmNTk4MQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-09-11T15:44:02Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-09-11T15:44:02Z</td>\n",
+       "      <td>Merge pull request #32 from jrob119/3210\\n\\nUpdate for 3.21.0</td>\n",
+       "      <td>236e4f4746dbec613e4a0b0509f52a5dbb9631bb</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/236e4f4746dbec613e4a0b0509f52a5dbb9631bb</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/328aab0e1d08169095c461fb564224a72adf5981</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/328aab0e1d08169095c461fb564224a72adf5981</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/328aab0e1d08169095c461fb564224a72adf5981</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/328aab0e1d08169095c461fb564224a72adf5981/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>b9d39ed7e59d49aaf7ab0fdba5d24f77d3229dd1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b9d39ed7e59d49aaf7ab0fdba5d24f77d3229dd1</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b9d39ed7e59d49aaf7ab0fdba5d24f77d3229dd1</td>\n",
+       "      <td>11bf2f4bfa5aacee1e93371db7031384464e0c00</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/11bf2f4bfa5aacee1e93371db7031384464e0c00</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/11bf2f4bfa5aacee1e93371db7031384464e0c00</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120</th>\n",
+       "      <td>bb822ea4345bd2c8112c9a38b2ff52f740d66fe7</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YmI4MjJlYTQzNDViZDJjODExMmM5YTM4YjJmZjUyZjc0MGQ2NmZlNw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-10-09T10:55:47Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-10-09T10:55:47Z</td>\n",
+       "      <td>Release 3.22.0\\n\\nFiles for Release 3.22.0 of IPD-IMGT/HLA</td>\n",
+       "      <td>92ae9256e9909b6cef3ed2ad8088bfec63566a1c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/92ae9256e9909b6cef3ed2ad8088bfec63566a1c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/bb822ea4345bd2c8112c9a38b2ff52f740d66fe7</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bb822ea4345bd2c8112c9a38b2ff52f740d66fe7</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/bb822ea4345bd2c8112c9a38b2ff52f740d66fe7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bb822ea4345bd2c8112c9a38b2ff52f740d66fe7/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>328aab0e1d08169095c461fb564224a72adf5981</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/328aab0e1d08169095c461fb564224a72adf5981</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/328aab0e1d08169095c461fb564224a72adf5981</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>121</th>\n",
+       "      <td>4aea6786955cf3bce6f87d9ce9156e6239420314</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NGFlYTY3ODY5NTVjZjNiY2U2Zjg3ZDljZTkxNTZlNjIzOTQyMDMxNA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-10-09T11:00:44Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-10-09T11:00:44Z</td>\n",
+       "      <td>Merge pull request #33 from jrob119/3220\\n\\nRelease 3.22.0</td>\n",
+       "      <td>92ae9256e9909b6cef3ed2ad8088bfec63566a1c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/92ae9256e9909b6cef3ed2ad8088bfec63566a1c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/4aea6786955cf3bce6f87d9ce9156e6239420314</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4aea6786955cf3bce6f87d9ce9156e6239420314</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4aea6786955cf3bce6f87d9ce9156e6239420314</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4aea6786955cf3bce6f87d9ce9156e6239420314/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>328aab0e1d08169095c461fb564224a72adf5981</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/328aab0e1d08169095c461fb564224a72adf5981</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/328aab0e1d08169095c461fb564224a72adf5981</td>\n",
+       "      <td>bb822ea4345bd2c8112c9a38b2ff52f740d66fe7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bb822ea4345bd2c8112c9a38b2ff52f740d66fe7</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/bb822ea4345bd2c8112c9a38b2ff52f740d66fe7</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>122</th>\n",
+       "      <td>82db091ca78ba3d56ec7e9ad8ec5b14a2c29e798</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ODJkYjA5MWNhNzhiYTNkNTZlYzdlOWFkOGVjNWIxNGEyYzI5ZTc5OA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-10-09T11:13:51Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-10-09T11:13:51Z</td>\n",
+       "      <td>Release 3.22.0</td>\n",
+       "      <td>3446f6482fed7f85530491fffa1e3f3d48d6c836</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/3446f6482fed7f85530491fffa1e3f3d48d6c836</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/82db091ca78ba3d56ec7e9ad8ec5b14a2c29e798</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/82db091ca78ba3d56ec7e9ad8ec5b14a2c29e798</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/82db091ca78ba3d56ec7e9ad8ec5b14a2c29e798</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/82db091ca78ba3d56ec7e9ad8ec5b14a2c29e798/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>bb822ea4345bd2c8112c9a38b2ff52f740d66fe7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bb822ea4345bd2c8112c9a38b2ff52f740d66fe7</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/bb822ea4345bd2c8112c9a38b2ff52f740d66fe7</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>123</th>\n",
+       "      <td>566ca78947776620ccda7b5739070b1ce5b225fc</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NTY2Y2E3ODk0Nzc3NjYyMGNjZGE3YjU3MzkwNzBiMWNlNWIyMjVmYw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-10-09T11:15:34Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-10-09T11:15:34Z</td>\n",
+       "      <td>Merge pull request #34 from jrob119/3220\\n\\nRelease 3.22.0</td>\n",
+       "      <td>3446f6482fed7f85530491fffa1e3f3d48d6c836</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/3446f6482fed7f85530491fffa1e3f3d48d6c836</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/566ca78947776620ccda7b5739070b1ce5b225fc</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/566ca78947776620ccda7b5739070b1ce5b225fc</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/566ca78947776620ccda7b5739070b1ce5b225fc</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/566ca78947776620ccda7b5739070b1ce5b225fc/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>4aea6786955cf3bce6f87d9ce9156e6239420314</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4aea6786955cf3bce6f87d9ce9156e6239420314</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4aea6786955cf3bce6f87d9ce9156e6239420314</td>\n",
+       "      <td>82db091ca78ba3d56ec7e9ad8ec5b14a2c29e798</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/82db091ca78ba3d56ec7e9ad8ec5b14a2c29e798</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/82db091ca78ba3d56ec7e9ad8ec5b14a2c29e798</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>124</th>\n",
+       "      <td>1ef6c70cae0dd961affcbc3e12378efb28d09e82</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MWVmNmM3MGNhZTBkZDk2MWFmZmNiYzNlMTIzNzhlZmIyOGQwOWU4Mg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-10-12T13:18:45Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-10-12T13:18:45Z</td>\n",
+       "      <td>Release 3.22.0\\n\\nHFE sequences removed from HLA-H files</td>\n",
+       "      <td>adbc868a761db211a72a244ab66ab7ca79a7cf65</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/adbc868a761db211a72a244ab66ab7ca79a7cf65</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/1ef6c70cae0dd961affcbc3e12378efb28d09e82</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1ef6c70cae0dd961affcbc3e12378efb28d09e82</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1ef6c70cae0dd961affcbc3e12378efb28d09e82</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1ef6c70cae0dd961affcbc3e12378efb28d09e82/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>82db091ca78ba3d56ec7e9ad8ec5b14a2c29e798</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/82db091ca78ba3d56ec7e9ad8ec5b14a2c29e798</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/82db091ca78ba3d56ec7e9ad8ec5b14a2c29e798</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125</th>\n",
+       "      <td>525f63f8f7160bf930c6839c3ae00449c947798d</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NTI1ZjYzZjhmNzE2MGJmOTMwYzY4MzljM2FlMDA0NDljOTQ3Nzk4ZA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-10-12T13:20:15Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-10-12T13:20:15Z</td>\n",
+       "      <td>Merge pull request #35 from jrob119/3220\\n\\nRelease 3.22.0</td>\n",
+       "      <td>adbc868a761db211a72a244ab66ab7ca79a7cf65</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/adbc868a761db211a72a244ab66ab7ca79a7cf65</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/525f63f8f7160bf930c6839c3ae00449c947798d</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/525f63f8f7160bf930c6839c3ae00449c947798d</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/525f63f8f7160bf930c6839c3ae00449c947798d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/525f63f8f7160bf930c6839c3ae00449c947798d/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>566ca78947776620ccda7b5739070b1ce5b225fc</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/566ca78947776620ccda7b5739070b1ce5b225fc</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/566ca78947776620ccda7b5739070b1ce5b225fc</td>\n",
+       "      <td>1ef6c70cae0dd961affcbc3e12378efb28d09e82</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1ef6c70cae0dd961affcbc3e12378efb28d09e82</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1ef6c70cae0dd961affcbc3e12378efb28d09e82</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126</th>\n",
+       "      <td>5518ee75e215a8a9881173733f9072b1765ac560</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NTUxOGVlNzVlMjE1YThhOTg4MTE3MzczM2Y5MDcyYjE3NjVhYzU2MA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-10-15T12:46:56Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-10-15T12:46:56Z</td>\n",
+       "      <td>Release 3.22.0\\n\\nFix to include DRB5 genomic sequences</td>\n",
+       "      <td>fc44c80eb36acdf288d3dcd293956c773369a945</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/fc44c80eb36acdf288d3dcd293956c773369a945</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/5518ee75e215a8a9881173733f9072b1765ac560</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5518ee75e215a8a9881173733f9072b1765ac560</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5518ee75e215a8a9881173733f9072b1765ac560</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5518ee75e215a8a9881173733f9072b1765ac560/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>1ef6c70cae0dd961affcbc3e12378efb28d09e82</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1ef6c70cae0dd961affcbc3e12378efb28d09e82</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1ef6c70cae0dd961affcbc3e12378efb28d09e82</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127</th>\n",
+       "      <td>f28b599f12fcaf8ee74c709871c425bc9c516388</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZjI4YjU5OWYxMmZjYWY4ZWU3NGM3MDk4NzFjNDI1YmM5YzUxNjM4OA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-10-15T12:47:31Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-10-15T12:47:31Z</td>\n",
+       "      <td>Merge pull request #36 from jrob119/3220\\n\\nRelease 3.22.0</td>\n",
+       "      <td>fc44c80eb36acdf288d3dcd293956c773369a945</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/fc44c80eb36acdf288d3dcd293956c773369a945</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/f28b599f12fcaf8ee74c709871c425bc9c516388</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f28b599f12fcaf8ee74c709871c425bc9c516388</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f28b599f12fcaf8ee74c709871c425bc9c516388</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f28b599f12fcaf8ee74c709871c425bc9c516388/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>525f63f8f7160bf930c6839c3ae00449c947798d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/525f63f8f7160bf930c6839c3ae00449c947798d</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/525f63f8f7160bf930c6839c3ae00449c947798d</td>\n",
+       "      <td>5518ee75e215a8a9881173733f9072b1765ac560</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5518ee75e215a8a9881173733f9072b1765ac560</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5518ee75e215a8a9881173733f9072b1765ac560</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128</th>\n",
+       "      <td>c67fe7dfbd506bf0351f2e1a39dcba4011452f27</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YzY3ZmU3ZGZiZDUwNmJmMDM1MWYyZTFhMzlkY2JhNDAxMTQ1MmYyNw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-10-16T16:00:35Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-10-16T16:00:35Z</td>\n",
+       "      <td>Release 3.22.0\\n\\nFix to include the DRB5 genomic sequences and corrected coordinates for\\nB*07:251N and DRB1*14:166N</td>\n",
+       "      <td>150daacb0a90592301e349855b75f30a9cacdd51</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/150daacb0a90592301e349855b75f30a9cacdd51</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/c67fe7dfbd506bf0351f2e1a39dcba4011452f27</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c67fe7dfbd506bf0351f2e1a39dcba4011452f27</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c67fe7dfbd506bf0351f2e1a39dcba4011452f27</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c67fe7dfbd506bf0351f2e1a39dcba4011452f27/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>5518ee75e215a8a9881173733f9072b1765ac560</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5518ee75e215a8a9881173733f9072b1765ac560</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5518ee75e215a8a9881173733f9072b1765ac560</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129</th>\n",
+       "      <td>c5c0225cdaea47d02951bb1c5c32ce6561bc2491</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YzVjMDIyNWNkYWVhNDdkMDI5NTFiYjFjNWMzMmNlNjU2MWJjMjQ5MQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-10-16T16:01:29Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-10-16T16:01:29Z</td>\n",
+       "      <td>Merge pull request #37 from jrob119/3220\\n\\nRelease 3.22.0</td>\n",
+       "      <td>150daacb0a90592301e349855b75f30a9cacdd51</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/150daacb0a90592301e349855b75f30a9cacdd51</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/c5c0225cdaea47d02951bb1c5c32ce6561bc2491</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c5c0225cdaea47d02951bb1c5c32ce6561bc2491</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c5c0225cdaea47d02951bb1c5c32ce6561bc2491</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c5c0225cdaea47d02951bb1c5c32ce6561bc2491/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>f28b599f12fcaf8ee74c709871c425bc9c516388</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f28b599f12fcaf8ee74c709871c425bc9c516388</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f28b599f12fcaf8ee74c709871c425bc9c516388</td>\n",
+       "      <td>c67fe7dfbd506bf0351f2e1a39dcba4011452f27</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c67fe7dfbd506bf0351f2e1a39dcba4011452f27</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c67fe7dfbd506bf0351f2e1a39dcba4011452f27</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130</th>\n",
+       "      <td>975fe3fdb5f7a6a603407d8a402e972fd664ce77</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OTc1ZmUzZmRiNWY3YTZhNjAzNDA3ZDhhNDAyZTk3MmZkNjY0Y2U3Nw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-11-11T17:12:40Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-11-11T17:12:40Z</td>\n",
+       "      <td>HLA-H Sequence Correction\\n\\nCorrection to sequence of HLA-H alleles. The sequence section contained\\npart of a file path.</td>\n",
+       "      <td>99980dc60baa84548e9482c28e81a424a782b73a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/99980dc60baa84548e9482c28e81a424a782b73a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/975fe3fdb5f7a6a603407d8a402e972fd664ce77</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/975fe3fdb5f7a6a603407d8a402e972fd664ce77</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/975fe3fdb5f7a6a603407d8a402e972fd664ce77</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/975fe3fdb5f7a6a603407d8a402e972fd664ce77/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>c67fe7dfbd506bf0351f2e1a39dcba4011452f27</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c67fe7dfbd506bf0351f2e1a39dcba4011452f27</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c67fe7dfbd506bf0351f2e1a39dcba4011452f27</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131</th>\n",
+       "      <td>397ae1dd1e9cedb693e47461a46a2b50786f30a8</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Mzk3YWUxZGQxZTljZWRiNjkzZTQ3NDYxYTQ2YTJiNTA3ODZmMzBhOA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-11-11T17:16:20Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2015-11-11T17:16:20Z</td>\n",
+       "      <td>Merge pull request #38 from jrob119/3220\\n\\nHLA-H Sequence Correction</td>\n",
+       "      <td>99980dc60baa84548e9482c28e81a424a782b73a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/99980dc60baa84548e9482c28e81a424a782b73a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/397ae1dd1e9cedb693e47461a46a2b50786f30a8</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/397ae1dd1e9cedb693e47461a46a2b50786f30a8</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/397ae1dd1e9cedb693e47461a46a2b50786f30a8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/397ae1dd1e9cedb693e47461a46a2b50786f30a8/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>c5c0225cdaea47d02951bb1c5c32ce6561bc2491</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c5c0225cdaea47d02951bb1c5c32ce6561bc2491</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c5c0225cdaea47d02951bb1c5c32ce6561bc2491</td>\n",
+       "      <td>975fe3fdb5f7a6a603407d8a402e972fd664ce77</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/975fe3fdb5f7a6a603407d8a402e972fd664ce77</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/975fe3fdb5f7a6a603407d8a402e972fd664ce77</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132</th>\n",
+       "      <td>a7ceab2728c280e910169ae14fcdd0b134b7a22a</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YTdjZWFiMjcyOGMyODBlOTEwMTY5YWUxNGZjZGQwYjEzNGI3YTIyYQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-01-19T10:43:35Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-01-19T10:43:35Z</td>\n",
+       "      <td>Release 3.23.0\\n\\nFiles for Release 3.23.0 of the IPD-IMGT/HLA Database</td>\n",
+       "      <td>b5790004580a4ef143b353d8938e8129325a4176</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/b5790004580a4ef143b353d8938e8129325a4176</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/a7ceab2728c280e910169ae14fcdd0b134b7a22a</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a7ceab2728c280e910169ae14fcdd0b134b7a22a</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a7ceab2728c280e910169ae14fcdd0b134b7a22a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a7ceab2728c280e910169ae14fcdd0b134b7a22a/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>975fe3fdb5f7a6a603407d8a402e972fd664ce77</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/975fe3fdb5f7a6a603407d8a402e972fd664ce77</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/975fe3fdb5f7a6a603407d8a402e972fd664ce77</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133</th>\n",
+       "      <td>8406662a52d5c36e3be3d25382fffeca637692ce</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ODQwNjY2MmE1MmQ1YzM2ZTNiZTNkMjUzODJmZmZlY2E2Mzc2OTJjZQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-01-19T12:28:52Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-01-19T12:28:52Z</td>\n",
+       "      <td>Release 3.23.0\\n\\nFiles for Release 3.23.0 of the IPD-IMGT/HLA Database</td>\n",
+       "      <td>08590e6afcdd2eb0012b1f2537193a50ce5f07da</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/08590e6afcdd2eb0012b1f2537193a50ce5f07da</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/8406662a52d5c36e3be3d25382fffeca637692ce</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8406662a52d5c36e3be3d25382fffeca637692ce</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8406662a52d5c36e3be3d25382fffeca637692ce</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8406662a52d5c36e3be3d25382fffeca637692ce/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>a7ceab2728c280e910169ae14fcdd0b134b7a22a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a7ceab2728c280e910169ae14fcdd0b134b7a22a</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a7ceab2728c280e910169ae14fcdd0b134b7a22a</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134</th>\n",
+       "      <td>cf890c54b1cb079796f39034131ab7d16d961ade</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Y2Y4OTBjNTRiMWNiMDc5Nzk2ZjM5MDM0MTMxYWI3ZDE2ZDk2MWFkZQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-01-19T12:35:11Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-01-19T12:35:11Z</td>\n",
+       "      <td>Merge pull request #39 from jrob119/3230\\n\\n3230</td>\n",
+       "      <td>08590e6afcdd2eb0012b1f2537193a50ce5f07da</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/08590e6afcdd2eb0012b1f2537193a50ce5f07da</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/cf890c54b1cb079796f39034131ab7d16d961ade</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cf890c54b1cb079796f39034131ab7d16d961ade</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cf890c54b1cb079796f39034131ab7d16d961ade</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cf890c54b1cb079796f39034131ab7d16d961ade/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>397ae1dd1e9cedb693e47461a46a2b50786f30a8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/397ae1dd1e9cedb693e47461a46a2b50786f30a8</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/397ae1dd1e9cedb693e47461a46a2b50786f30a8</td>\n",
+       "      <td>8406662a52d5c36e3be3d25382fffeca637692ce</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8406662a52d5c36e3be3d25382fffeca637692ce</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8406662a52d5c36e3be3d25382fffeca637692ce</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135</th>\n",
+       "      <td>301f14b040fe71ddaf3b3c2d82a9f018acc3ac08</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MzAxZjE0YjA0MGZlNzFkZGFmM2IzYzJkODJhOWYwMThhY2MzYWMwOA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-01-19T12:42:17Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-01-19T12:42:17Z</td>\n",
+       "      <td>Release 3.23.0\\n\\nFiles for Release 3.23.0 of the IPD-IMGT/HLA Database</td>\n",
+       "      <td>09f241881e1c3b40229821bc768c1d58953359a4</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/09f241881e1c3b40229821bc768c1d58953359a4</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/301f14b040fe71ddaf3b3c2d82a9f018acc3ac08</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/301f14b040fe71ddaf3b3c2d82a9f018acc3ac08</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/301f14b040fe71ddaf3b3c2d82a9f018acc3ac08</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/301f14b040fe71ddaf3b3c2d82a9f018acc3ac08/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>8406662a52d5c36e3be3d25382fffeca637692ce</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8406662a52d5c36e3be3d25382fffeca637692ce</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8406662a52d5c36e3be3d25382fffeca637692ce</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136</th>\n",
+       "      <td>239b59523b85571fcc95584c9e3ae8962ea18dfc</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MjM5YjU5NTIzYjg1NTcxZmNjOTU1ODRjOWUzYWU4OTYyZWExOGRmYw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-01-19T12:44:35Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-01-19T12:44:35Z</td>\n",
+       "      <td>Merge pull request #40 from jrob119/3230\\n\\nRelease 3.23.0</td>\n",
+       "      <td>09f241881e1c3b40229821bc768c1d58953359a4</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/09f241881e1c3b40229821bc768c1d58953359a4</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/239b59523b85571fcc95584c9e3ae8962ea18dfc</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/239b59523b85571fcc95584c9e3ae8962ea18dfc</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/239b59523b85571fcc95584c9e3ae8962ea18dfc</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/239b59523b85571fcc95584c9e3ae8962ea18dfc/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>cf890c54b1cb079796f39034131ab7d16d961ade</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cf890c54b1cb079796f39034131ab7d16d961ade</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cf890c54b1cb079796f39034131ab7d16d961ade</td>\n",
+       "      <td>301f14b040fe71ddaf3b3c2d82a9f018acc3ac08</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/301f14b040fe71ddaf3b3c2d82a9f018acc3ac08</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/301f14b040fe71ddaf3b3c2d82a9f018acc3ac08</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137</th>\n",
+       "      <td>d2fa905f97c12bdc052422c2bd0612e4febc7296</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZDJmYTkwNWY5N2MxMmJkYzA1MjQyMmMyYmQwNjEyZTRmZWJjNzI5Ng==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-01-20T14:39:42Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-01-20T14:39:42Z</td>\n",
+       "      <td>Release 3.23.0\\n\\nUpdate to README and removal of duplicate DRB3,4,5 sequences in XML\\nformatted file.</td>\n",
+       "      <td>2290677a29f0e3df7190f79847522a7ba0d5b17c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/2290677a29f0e3df7190f79847522a7ba0d5b17c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/d2fa905f97c12bdc052422c2bd0612e4febc7296</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d2fa905f97c12bdc052422c2bd0612e4febc7296</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d2fa905f97c12bdc052422c2bd0612e4febc7296</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d2fa905f97c12bdc052422c2bd0612e4febc7296/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>301f14b040fe71ddaf3b3c2d82a9f018acc3ac08</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/301f14b040fe71ddaf3b3c2d82a9f018acc3ac08</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/301f14b040fe71ddaf3b3c2d82a9f018acc3ac08</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138</th>\n",
+       "      <td>f1539b31f9a8d733e67f5d8216741cb2bad78ea6</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZjE1MzliMzFmOWE4ZDczM2U2N2Y1ZDgyMTY3NDFjYjJiYWQ3OGVhNg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-01-20T16:22:42Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-01-20T16:22:42Z</td>\n",
+       "      <td>Merge pull request #41 from jrob119/3230\\n\\nRelease 3.23.0</td>\n",
+       "      <td>2290677a29f0e3df7190f79847522a7ba0d5b17c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/2290677a29f0e3df7190f79847522a7ba0d5b17c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/f1539b31f9a8d733e67f5d8216741cb2bad78ea6</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f1539b31f9a8d733e67f5d8216741cb2bad78ea6</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f1539b31f9a8d733e67f5d8216741cb2bad78ea6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f1539b31f9a8d733e67f5d8216741cb2bad78ea6/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>239b59523b85571fcc95584c9e3ae8962ea18dfc</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/239b59523b85571fcc95584c9e3ae8962ea18dfc</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/239b59523b85571fcc95584c9e3ae8962ea18dfc</td>\n",
+       "      <td>d2fa905f97c12bdc052422c2bd0612e4febc7296</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d2fa905f97c12bdc052422c2bd0612e4febc7296</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d2fa905f97c12bdc052422c2bd0612e4febc7296</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>139</th>\n",
+       "      <td>956dca426d7762aec9b4b6b2c44aecc737497b90</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OTU2ZGNhNDI2ZDc3NjJhZWM5YjRiNmIyYzQ0YWVjYzczNzQ5N2I5MA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-02-01T14:53:57Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-02-01T14:53:57Z</td>\n",
+       "      <td>Release 3.23.0 Update\\n\\nAddition of data for some HLA-F alleles.</td>\n",
+       "      <td>646aa36da8c6d5deefd754f098d0bd46dee82377</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/646aa36da8c6d5deefd754f098d0bd46dee82377</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/956dca426d7762aec9b4b6b2c44aecc737497b90</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/956dca426d7762aec9b4b6b2c44aecc737497b90</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/956dca426d7762aec9b4b6b2c44aecc737497b90</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/956dca426d7762aec9b4b6b2c44aecc737497b90/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>d2fa905f97c12bdc052422c2bd0612e4febc7296</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d2fa905f97c12bdc052422c2bd0612e4febc7296</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d2fa905f97c12bdc052422c2bd0612e4febc7296</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>140</th>\n",
+       "      <td>4b66442c897537b96a6cfb3ab1febb9a1edd135d</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NGI2NjQ0MmM4OTc1MzdiOTZhNmNmYjNhYjFmZWJiOWExZWRkMTM1ZA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-02-01T14:55:24Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-02-01T14:55:24Z</td>\n",
+       "      <td>Merge pull request #42 from jrob119/3230\\n\\nRelease 3.23.0 Update</td>\n",
+       "      <td>646aa36da8c6d5deefd754f098d0bd46dee82377</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/646aa36da8c6d5deefd754f098d0bd46dee82377</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/4b66442c897537b96a6cfb3ab1febb9a1edd135d</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4b66442c897537b96a6cfb3ab1febb9a1edd135d</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4b66442c897537b96a6cfb3ab1febb9a1edd135d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4b66442c897537b96a6cfb3ab1febb9a1edd135d/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>f1539b31f9a8d733e67f5d8216741cb2bad78ea6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f1539b31f9a8d733e67f5d8216741cb2bad78ea6</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f1539b31f9a8d733e67f5d8216741cb2bad78ea6</td>\n",
+       "      <td>956dca426d7762aec9b4b6b2c44aecc737497b90</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/956dca426d7762aec9b4b6b2c44aecc737497b90</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/956dca426d7762aec9b4b6b2c44aecc737497b90</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141</th>\n",
+       "      <td>54260ae30292eab4c5b6cd04e9c9f40a5f733209</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NTQyNjBhZTMwMjkyZWFiNGM1YjZjZDA0ZTljOWY0MGE1ZjczMzIwOQ==</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-02-09T11:17:59Z</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-02-09T11:17:59Z</td>\n",
+       "      <td>Release 3.23.0\\n\\nUpdate to hla.dat file to include DRB1 genomic sequences.</td>\n",
+       "      <td>0d5a07bd78cfa8240075a4936796e5ec92951926</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/0d5a07bd78cfa8240075a4936796e5ec92951926</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/54260ae30292eab4c5b6cd04e9c9f40a5f733209</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/54260ae30292eab4c5b6cd04e9c9f40a5f733209</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/54260ae30292eab4c5b6cd04e9c9f40a5f733209</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/54260ae30292eab4c5b6cd04e9c9f40a5f733209/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>956dca426d7762aec9b4b6b2c44aecc737497b90</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/956dca426d7762aec9b4b6b2c44aecc737497b90</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/956dca426d7762aec9b4b6b2c44aecc737497b90</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142</th>\n",
+       "      <td>03972a0cf53d221118ad22fb6a8c35bdd7bc8c8b</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDM5NzJhMGNmNTNkMjIxMTE4YWQyMmZiNmE4YzM1YmRkN2JjOGM4Yg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-02-09T11:18:33Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-02-09T11:18:33Z</td>\n",
+       "      <td>Merge pull request #43 from jrob119/3230\\n\\nRelease 3.23.0</td>\n",
+       "      <td>0d5a07bd78cfa8240075a4936796e5ec92951926</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/0d5a07bd78cfa8240075a4936796e5ec92951926</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/03972a0cf53d221118ad22fb6a8c35bdd7bc8c8b</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/03972a0cf53d221118ad22fb6a8c35bdd7bc8c8b</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/03972a0cf53d221118ad22fb6a8c35bdd7bc8c8b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/03972a0cf53d221118ad22fb6a8c35bdd7bc8c8b/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>4b66442c897537b96a6cfb3ab1febb9a1edd135d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4b66442c897537b96a6cfb3ab1febb9a1edd135d</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4b66442c897537b96a6cfb3ab1febb9a1edd135d</td>\n",
+       "      <td>54260ae30292eab4c5b6cd04e9c9f40a5f733209</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/54260ae30292eab4c5b6cd04e9c9f40a5f733209</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/54260ae30292eab4c5b6cd04e9c9f40a5f733209</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143</th>\n",
+       "      <td>a4a8961cded408cce9f2479f1b8e31dc2320be35</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YTRhODk2MWNkZWQ0MDhjY2U5ZjI0NzlmMWI4ZTMxZGMyMzIwYmUzNQ==</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-02-10T10:55:33Z</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-02-10T10:55:33Z</td>\n",
+       "      <td>Release 3.23.0\\n\\nUpdate to include missing DRB genomic sequences</td>\n",
+       "      <td>65f658507e8c545a564418c5affcf6bd2b82f5bb</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/65f658507e8c545a564418c5affcf6bd2b82f5bb</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/a4a8961cded408cce9f2479f1b8e31dc2320be35</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a4a8961cded408cce9f2479f1b8e31dc2320be35</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a4a8961cded408cce9f2479f1b8e31dc2320be35</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a4a8961cded408cce9f2479f1b8e31dc2320be35/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>54260ae30292eab4c5b6cd04e9c9f40a5f733209</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/54260ae30292eab4c5b6cd04e9c9f40a5f733209</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/54260ae30292eab4c5b6cd04e9c9f40a5f733209</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144</th>\n",
+       "      <td>89e34862a183428e57cfb2adfe34024e885f80c7</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ODllMzQ4NjJhMTgzNDI4ZTU3Y2ZiMmFkZmUzNDAyNGU4ODVmODBjNw==</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-02-10T10:57:01Z</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-02-10T10:57:01Z</td>\n",
+       "      <td>Release 3.23.0\\n\\nUpdate to include missing DRB genomic sequences</td>\n",
+       "      <td>1a373861399ed0b542cd26b3a8ad434a65eff947</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/1a373861399ed0b542cd26b3a8ad434a65eff947</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/89e34862a183428e57cfb2adfe34024e885f80c7</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/89e34862a183428e57cfb2adfe34024e885f80c7</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/89e34862a183428e57cfb2adfe34024e885f80c7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/89e34862a183428e57cfb2adfe34024e885f80c7/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>a4a8961cded408cce9f2479f1b8e31dc2320be35</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a4a8961cded408cce9f2479f1b8e31dc2320be35</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a4a8961cded408cce9f2479f1b8e31dc2320be35</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145</th>\n",
+       "      <td>a019e043e3aaa4c6d3deb42d7549dfd76a262859</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YTAxOWUwNDNlM2FhYTRjNmQzZGViNDJkNzU0OWRmZDc2YTI2Mjg1OQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-02-10T10:59:26Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-02-10T10:59:26Z</td>\n",
+       "      <td>Merge pull request #45 from jrob119/3230\\n\\n3230</td>\n",
+       "      <td>1a373861399ed0b542cd26b3a8ad434a65eff947</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/1a373861399ed0b542cd26b3a8ad434a65eff947</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/a019e043e3aaa4c6d3deb42d7549dfd76a262859</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a019e043e3aaa4c6d3deb42d7549dfd76a262859</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a019e043e3aaa4c6d3deb42d7549dfd76a262859</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a019e043e3aaa4c6d3deb42d7549dfd76a262859/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>03972a0cf53d221118ad22fb6a8c35bdd7bc8c8b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/03972a0cf53d221118ad22fb6a8c35bdd7bc8c8b</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/03972a0cf53d221118ad22fb6a8c35bdd7bc8c8b</td>\n",
+       "      <td>89e34862a183428e57cfb2adfe34024e885f80c7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/89e34862a183428e57cfb2adfe34024e885f80c7</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/89e34862a183428e57cfb2adfe34024e885f80c7</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146</th>\n",
+       "      <td>5d18a91dcab45d288991ce287e10de01f9b86c8e</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NWQxOGE5MWRjYWI0NWQyODg5OTFjZTI4N2UxMGRlMDFmOWI4NmM4ZQ==</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-02-19T12:36:15Z</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-02-19T12:36:15Z</td>\n",
+       "      <td>Release 3.23.0 HL7 Update\\n\\nISO Standardised HL7 OIDs added</td>\n",
+       "      <td>665137da33e27eff4a2ab0381a9bf9b5705797a4</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/665137da33e27eff4a2ab0381a9bf9b5705797a4</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/5d18a91dcab45d288991ce287e10de01f9b86c8e</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5d18a91dcab45d288991ce287e10de01f9b86c8e</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5d18a91dcab45d288991ce287e10de01f9b86c8e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5d18a91dcab45d288991ce287e10de01f9b86c8e/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>89e34862a183428e57cfb2adfe34024e885f80c7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/89e34862a183428e57cfb2adfe34024e885f80c7</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/89e34862a183428e57cfb2adfe34024e885f80c7</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147</th>\n",
+       "      <td>0b7b76b1a10d097df526a20d7beba8202286f0c4</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MGI3Yjc2YjFhMTBkMDk3ZGY1MjZhMjBkN2JlYmE4MjAyMjg2ZjBjNA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-02-19T12:37:02Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-02-19T12:37:02Z</td>\n",
+       "      <td>Merge pull request #46 from jrob119/3230\\n\\nRelease 3.23.0 HL7 Update</td>\n",
+       "      <td>665137da33e27eff4a2ab0381a9bf9b5705797a4</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/665137da33e27eff4a2ab0381a9bf9b5705797a4</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/0b7b76b1a10d097df526a20d7beba8202286f0c4</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0b7b76b1a10d097df526a20d7beba8202286f0c4</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0b7b76b1a10d097df526a20d7beba8202286f0c4</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0b7b76b1a10d097df526a20d7beba8202286f0c4/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>a019e043e3aaa4c6d3deb42d7549dfd76a262859</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a019e043e3aaa4c6d3deb42d7549dfd76a262859</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a019e043e3aaa4c6d3deb42d7549dfd76a262859</td>\n",
+       "      <td>5d18a91dcab45d288991ce287e10de01f9b86c8e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5d18a91dcab45d288991ce287e10de01f9b86c8e</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5d18a91dcab45d288991ce287e10de01f9b86c8e</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148</th>\n",
+       "      <td>8de644858386b234999018cfd609463cc6ccd1bd</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OGRlNjQ0ODU4Mzg2YjIzNDk5OTAxOGNmZDYwOTQ2M2NjNmNjZDFiZA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-02-19T12:45:20Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-02-19T12:45:20Z</td>\n",
+       "      <td>Update README.md</td>\n",
+       "      <td>f177ec9dfe69ceae47bdb37efcd3d4a3a312495f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/f177ec9dfe69ceae47bdb37efcd3d4a3a312495f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/8de644858386b234999018cfd609463cc6ccd1bd</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8de644858386b234999018cfd609463cc6ccd1bd</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8de644858386b234999018cfd609463cc6ccd1bd</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8de644858386b234999018cfd609463cc6ccd1bd/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>5d18a91dcab45d288991ce287e10de01f9b86c8e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5d18a91dcab45d288991ce287e10de01f9b86c8e</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5d18a91dcab45d288991ce287e10de01f9b86c8e</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149</th>\n",
+       "      <td>31e43a2f31e0450d6d6c93a0c458f6482416c795</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MzFlNDNhMmYzMWUwNDUwZDZkNmM5M2EwYzQ1OGY2NDgyNDE2Yzc5NQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-02-19T12:45:40Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-02-19T12:45:40Z</td>\n",
+       "      <td>Update README.md</td>\n",
+       "      <td>39d00fb7d709b5d5871a2037712a44f452aa0e4d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/39d00fb7d709b5d5871a2037712a44f452aa0e4d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/31e43a2f31e0450d6d6c93a0c458f6482416c795</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/31e43a2f31e0450d6d6c93a0c458f6482416c795</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/31e43a2f31e0450d6d6c93a0c458f6482416c795</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/31e43a2f31e0450d6d6c93a0c458f6482416c795/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>8de644858386b234999018cfd609463cc6ccd1bd</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8de644858386b234999018cfd609463cc6ccd1bd</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8de644858386b234999018cfd609463cc6ccd1bd</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150</th>\n",
+       "      <td>4a4dc60ea5af3fc870e23f6a21c4358c5f5a2f50</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NGE0ZGM2MGVhNWFmM2ZjODcwZTIzZjZhMjFjNDM1OGM1ZjVhMmY1MA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-02-19T12:45:58Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-02-19T12:45:58Z</td>\n",
+       "      <td>Update README.md</td>\n",
+       "      <td>391467a4ef3276a9c3b66a26131a16f78ec2d3ea</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/391467a4ef3276a9c3b66a26131a16f78ec2d3ea</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/4a4dc60ea5af3fc870e23f6a21c4358c5f5a2f50</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4a4dc60ea5af3fc870e23f6a21c4358c5f5a2f50</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4a4dc60ea5af3fc870e23f6a21c4358c5f5a2f50</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4a4dc60ea5af3fc870e23f6a21c4358c5f5a2f50/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>31e43a2f31e0450d6d6c93a0c458f6482416c795</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/31e43a2f31e0450d6d6c93a0c458f6482416c795</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/31e43a2f31e0450d6d6c93a0c458f6482416c795</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151</th>\n",
+       "      <td>fb4f942af950aaede9111853f3623393f8dfbeba</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZmI0Zjk0MmFmOTUwYWFlZGU5MTExODUzZjM2MjMzOTNmOGRmYmViYQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-02-19T12:46:12Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-02-19T12:46:12Z</td>\n",
+       "      <td>Update README.md</td>\n",
+       "      <td>71c3c88e93f551117f0017107dc690757514d295</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/71c3c88e93f551117f0017107dc690757514d295</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/fb4f942af950aaede9111853f3623393f8dfbeba</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fb4f942af950aaede9111853f3623393f8dfbeba</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/fb4f942af950aaede9111853f3623393f8dfbeba</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fb4f942af950aaede9111853f3623393f8dfbeba/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>4a4dc60ea5af3fc870e23f6a21c4358c5f5a2f50</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4a4dc60ea5af3fc870e23f6a21c4358c5f5a2f50</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4a4dc60ea5af3fc870e23f6a21c4358c5f5a2f50</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152</th>\n",
+       "      <td>dc373c05432b0862847b64053524cad676a624c1</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZGMzNzNjMDU0MzJiMDg2Mjg0N2I2NDA1MzUyNGNhZDY3NmE2MjRjMQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-02-19T12:47:04Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-02-19T12:47:04Z</td>\n",
+       "      <td>Update README.md</td>\n",
+       "      <td>4e00b57fba9f597485bdea6f93a40473686e2127</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/4e00b57fba9f597485bdea6f93a40473686e2127</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/dc373c05432b0862847b64053524cad676a624c1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/dc373c05432b0862847b64053524cad676a624c1</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/dc373c05432b0862847b64053524cad676a624c1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/dc373c05432b0862847b64053524cad676a624c1/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>fb4f942af950aaede9111853f3623393f8dfbeba</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fb4f942af950aaede9111853f3623393f8dfbeba</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/fb4f942af950aaede9111853f3623393f8dfbeba</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153</th>\n",
+       "      <td>085cf28c84337e84d3c821fec281f159193501c7</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDg1Y2YyOGM4NDMzN2U4NGQzYzgyMWZlYzI4MWYxNTkxOTM1MDFjNw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-02-19T12:47:26Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-02-19T12:47:26Z</td>\n",
+       "      <td>Merge pull request #47 from jrob119/3230\\n\\n3230</td>\n",
+       "      <td>4e00b57fba9f597485bdea6f93a40473686e2127</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/4e00b57fba9f597485bdea6f93a40473686e2127</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/085cf28c84337e84d3c821fec281f159193501c7</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/085cf28c84337e84d3c821fec281f159193501c7</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/085cf28c84337e84d3c821fec281f159193501c7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/085cf28c84337e84d3c821fec281f159193501c7/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0b7b76b1a10d097df526a20d7beba8202286f0c4</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0b7b76b1a10d097df526a20d7beba8202286f0c4</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0b7b76b1a10d097df526a20d7beba8202286f0c4</td>\n",
+       "      <td>dc373c05432b0862847b64053524cad676a624c1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/dc373c05432b0862847b64053524cad676a624c1</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/dc373c05432b0862847b64053524cad676a624c1</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154</th>\n",
+       "      <td>930ed78dd5a00c7190d4f743bbda0ae389a95fae</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OTMwZWQ3OGRkNWEwMGM3MTkwZDRmNzQzYmJkYTBhZTM4OWE5NWZhZQ==</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-02-22T14:29:44Z</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-02-22T14:29:50Z</td>\n",
+       "      <td>Release 3.23.0 Update\\n\\nMissing Group IDs added and single allele G Groups i.e. A*24:02:34\\nincluded in to file.</td>\n",
+       "      <td>3cc862e4d1a7e3683fcf5a46f56c735356c70b95</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/3cc862e4d1a7e3683fcf5a46f56c735356c70b95</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/930ed78dd5a00c7190d4f743bbda0ae389a95fae</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/930ed78dd5a00c7190d4f743bbda0ae389a95fae</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/930ed78dd5a00c7190d4f743bbda0ae389a95fae</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/930ed78dd5a00c7190d4f743bbda0ae389a95fae/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>dc373c05432b0862847b64053524cad676a624c1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/dc373c05432b0862847b64053524cad676a624c1</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/dc373c05432b0862847b64053524cad676a624c1</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155</th>\n",
+       "      <td>cdeaf405d3a1c1537e1b9cc0d7ab1dbffb0b653c</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Y2RlYWY0MDVkM2ExYzE1MzdlMWI5Y2MwZDdhYjFkYmZmYjBiNjUzYw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-02-22T14:36:39Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-02-22T14:36:39Z</td>\n",
+       "      <td>Merge pull request #48 from jrob119/3230\\n\\nRelease 3.23.0 Update</td>\n",
+       "      <td>3cc862e4d1a7e3683fcf5a46f56c735356c70b95</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/3cc862e4d1a7e3683fcf5a46f56c735356c70b95</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/cdeaf405d3a1c1537e1b9cc0d7ab1dbffb0b653c</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cdeaf405d3a1c1537e1b9cc0d7ab1dbffb0b653c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cdeaf405d3a1c1537e1b9cc0d7ab1dbffb0b653c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cdeaf405d3a1c1537e1b9cc0d7ab1dbffb0b653c/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>085cf28c84337e84d3c821fec281f159193501c7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/085cf28c84337e84d3c821fec281f159193501c7</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/085cf28c84337e84d3c821fec281f159193501c7</td>\n",
+       "      <td>930ed78dd5a00c7190d4f743bbda0ae389a95fae</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/930ed78dd5a00c7190d4f743bbda0ae389a95fae</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/930ed78dd5a00c7190d4f743bbda0ae389a95fae</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156</th>\n",
+       "      <td>1d3608f1e7b32568c150db11b9e30716434e1fb3</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MWQzNjA4ZjFlN2IzMjU2OGMxNTBkYjExYjllMzA3MTY0MzRlMWZiMw==</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-04-13T15:34:48Z</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-04-13T15:34:48Z</td>\n",
+       "      <td>Release 3.24.0 Update\\n\\nFiles for Release 3.24.0 of the IPD-IMGT/HLA Database</td>\n",
+       "      <td>cb322722b71b90c508f7dcca7d3aabc21a85bb58</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/cb322722b71b90c508f7dcca7d3aabc21a85bb58</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/1d3608f1e7b32568c150db11b9e30716434e1fb3</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1d3608f1e7b32568c150db11b9e30716434e1fb3</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1d3608f1e7b32568c150db11b9e30716434e1fb3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1d3608f1e7b32568c150db11b9e30716434e1fb3/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>930ed78dd5a00c7190d4f743bbda0ae389a95fae</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/930ed78dd5a00c7190d4f743bbda0ae389a95fae</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/930ed78dd5a00c7190d4f743bbda0ae389a95fae</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157</th>\n",
+       "      <td>2313e0f9e830e72fcba7d4444caabb512060fad1</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MjMxM2UwZjllODMwZTcyZmNiYTdkNDQ0NGNhYWJiNTEyMDYwZmFkMQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-04-14T08:31:24Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-04-14T08:31:24Z</td>\n",
+       "      <td>Merge pull request #49 from jrob119/Latest\\n\\nRelease 3.24.0</td>\n",
+       "      <td>cb322722b71b90c508f7dcca7d3aabc21a85bb58</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/cb322722b71b90c508f7dcca7d3aabc21a85bb58</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/2313e0f9e830e72fcba7d4444caabb512060fad1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2313e0f9e830e72fcba7d4444caabb512060fad1</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2313e0f9e830e72fcba7d4444caabb512060fad1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2313e0f9e830e72fcba7d4444caabb512060fad1/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>1d3608f1e7b32568c150db11b9e30716434e1fb3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1d3608f1e7b32568c150db11b9e30716434e1fb3</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1d3608f1e7b32568c150db11b9e30716434e1fb3</td>\n",
+       "      <td>cdeaf405d3a1c1537e1b9cc0d7ab1dbffb0b653c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cdeaf405d3a1c1537e1b9cc0d7ab1dbffb0b653c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cdeaf405d3a1c1537e1b9cc0d7ab1dbffb0b653c</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158</th>\n",
+       "      <td>1dd719c70ec1d0eb3ca15abe6c50b7ccf8c2c998</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MWRkNzE5YzcwZWMxZDBlYjNjYTE1YWJlNmM1MGI3Y2NmOGMyYzk5OA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-04-14T08:32:56Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-04-14T08:32:56Z</td>\n",
+       "      <td>Merge pull request #51 from jrob119/3240\\n\\nRelease 3.24.0</td>\n",
+       "      <td>cb322722b71b90c508f7dcca7d3aabc21a85bb58</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/cb322722b71b90c508f7dcca7d3aabc21a85bb58</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/1dd719c70ec1d0eb3ca15abe6c50b7ccf8c2c998</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1dd719c70ec1d0eb3ca15abe6c50b7ccf8c2c998</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1dd719c70ec1d0eb3ca15abe6c50b7ccf8c2c998</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1dd719c70ec1d0eb3ca15abe6c50b7ccf8c2c998/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>cdeaf405d3a1c1537e1b9cc0d7ab1dbffb0b653c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cdeaf405d3a1c1537e1b9cc0d7ab1dbffb0b653c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cdeaf405d3a1c1537e1b9cc0d7ab1dbffb0b653c</td>\n",
+       "      <td>2313e0f9e830e72fcba7d4444caabb512060fad1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2313e0f9e830e72fcba7d4444caabb512060fad1</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2313e0f9e830e72fcba7d4444caabb512060fad1</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159</th>\n",
+       "      <td>cfb6db3de7f3a7e76d88467271541ff0cc8fbca1</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Y2ZiNmRiM2RlN2YzYTdlNzZkODg0NjcyNzE1NDFmZjBjYzhmYmNhMQ==</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-04-14T08:35:17Z</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-04-14T08:35:30Z</td>\n",
+       "      <td>Release 3.24.0\\n\\nFiles for Release 3.24.0 of the IPD-IMGT/HLA Database</td>\n",
+       "      <td>0820c2fc36abcfb144f22d076fbec1974c3bba9e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/0820c2fc36abcfb144f22d076fbec1974c3bba9e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/cfb6db3de7f3a7e76d88467271541ff0cc8fbca1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cfb6db3de7f3a7e76d88467271541ff0cc8fbca1</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cfb6db3de7f3a7e76d88467271541ff0cc8fbca1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cfb6db3de7f3a7e76d88467271541ff0cc8fbca1/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>2313e0f9e830e72fcba7d4444caabb512060fad1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2313e0f9e830e72fcba7d4444caabb512060fad1</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2313e0f9e830e72fcba7d4444caabb512060fad1</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>160</th>\n",
+       "      <td>d9a85b2ea7bf39d20d6a2062d9aa23c7cc4895fc</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZDlhODViMmVhN2JmMzlkMjBkNmEyMDYyZDlhYTIzYzdjYzQ4OTVmYw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-04-14T08:36:01Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-04-14T08:36:01Z</td>\n",
+       "      <td>Merge pull request #52 from jrob119/3240\\n\\nRelease 3.24.0</td>\n",
+       "      <td>0820c2fc36abcfb144f22d076fbec1974c3bba9e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/0820c2fc36abcfb144f22d076fbec1974c3bba9e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/d9a85b2ea7bf39d20d6a2062d9aa23c7cc4895fc</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d9a85b2ea7bf39d20d6a2062d9aa23c7cc4895fc</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d9a85b2ea7bf39d20d6a2062d9aa23c7cc4895fc</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d9a85b2ea7bf39d20d6a2062d9aa23c7cc4895fc/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>1dd719c70ec1d0eb3ca15abe6c50b7ccf8c2c998</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1dd719c70ec1d0eb3ca15abe6c50b7ccf8c2c998</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1dd719c70ec1d0eb3ca15abe6c50b7ccf8c2c998</td>\n",
+       "      <td>cfb6db3de7f3a7e76d88467271541ff0cc8fbca1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cfb6db3de7f3a7e76d88467271541ff0cc8fbca1</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cfb6db3de7f3a7e76d88467271541ff0cc8fbca1</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>161</th>\n",
+       "      <td>059daf7439b541a96ee814460f9764df45a2393b</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDU5ZGFmNzQzOWI1NDFhOTZlZTgxNDQ2MGY5NzY0ZGY0NWEyMzkzYg==</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-04-15T15:21:37Z</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-04-15T15:21:37Z</td>\n",
+       "      <td>Release 3.24.0 Update\\n\\nAmendments to wmda/hla_nom.txt file, the ’Deleted Antigen/Allele\\nIdentical to’ column for Cw1401\\nand DRB112031 was updated</td>\n",
+       "      <td>2ddbf42510b3ac586adbae8c66d51bc2a80f40df</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/2ddbf42510b3ac586adbae8c66d51bc2a80f40df</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/059daf7439b541a96ee814460f9764df45a2393b</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/059daf7439b541a96ee814460f9764df45a2393b</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/059daf7439b541a96ee814460f9764df45a2393b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/059daf7439b541a96ee814460f9764df45a2393b/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>cfb6db3de7f3a7e76d88467271541ff0cc8fbca1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cfb6db3de7f3a7e76d88467271541ff0cc8fbca1</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cfb6db3de7f3a7e76d88467271541ff0cc8fbca1</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>162</th>\n",
+       "      <td>2812ababfb97e4cb43c13f17e40e292560ac633c</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MjgxMmFiYWJmYjk3ZTRjYjQzYzEzZjE3ZTQwZTI5MjU2MGFjNjMzYw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-04-15T15:21:54Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-04-15T15:21:54Z</td>\n",
+       "      <td>Merge pull request #53 from jrob119/3240\\n\\nRelease 3.24.0 Update</td>\n",
+       "      <td>2ddbf42510b3ac586adbae8c66d51bc2a80f40df</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/2ddbf42510b3ac586adbae8c66d51bc2a80f40df</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/2812ababfb97e4cb43c13f17e40e292560ac633c</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2812ababfb97e4cb43c13f17e40e292560ac633c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2812ababfb97e4cb43c13f17e40e292560ac633c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2812ababfb97e4cb43c13f17e40e292560ac633c/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>d9a85b2ea7bf39d20d6a2062d9aa23c7cc4895fc</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d9a85b2ea7bf39d20d6a2062d9aa23c7cc4895fc</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d9a85b2ea7bf39d20d6a2062d9aa23c7cc4895fc</td>\n",
+       "      <td>059daf7439b541a96ee814460f9764df45a2393b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/059daf7439b541a96ee814460f9764df45a2393b</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/059daf7439b541a96ee814460f9764df45a2393b</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>163</th>\n",
+       "      <td>d709ecc8960232754a592b2f442126f8a905e5c9</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZDcwOWVjYzg5NjAyMzI3NTRhNTkyYjJmNDQyMTI2ZjhhOTA1ZTVjOQ==</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-04-15T15:35:32Z</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-04-15T15:35:32Z</td>\n",
+       "      <td>Release 3.24.0 Update\\n\\nRemoval of duplicate DRB345 entries from hla.xml file</td>\n",
+       "      <td>14601e2b0ad2deec6b4798e8b5354d8bd3df4677</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/14601e2b0ad2deec6b4798e8b5354d8bd3df4677</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/d709ecc8960232754a592b2f442126f8a905e5c9</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d709ecc8960232754a592b2f442126f8a905e5c9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d709ecc8960232754a592b2f442126f8a905e5c9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d709ecc8960232754a592b2f442126f8a905e5c9/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>059daf7439b541a96ee814460f9764df45a2393b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/059daf7439b541a96ee814460f9764df45a2393b</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/059daf7439b541a96ee814460f9764df45a2393b</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>164</th>\n",
+       "      <td>40478a1aa8f6629903e5d2b10ec2f60af03eb3e1</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NDA0NzhhMWFhOGY2NjI5OTAzZTVkMmIxMGVjMmY2MGFmMDNlYjNlMQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-04-15T15:35:58Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-04-15T15:35:58Z</td>\n",
+       "      <td>Merge pull request #54 from jrob119/3240\\n\\nRelease 3.24.0 Update</td>\n",
+       "      <td>14601e2b0ad2deec6b4798e8b5354d8bd3df4677</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/14601e2b0ad2deec6b4798e8b5354d8bd3df4677</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/40478a1aa8f6629903e5d2b10ec2f60af03eb3e1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/40478a1aa8f6629903e5d2b10ec2f60af03eb3e1</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/40478a1aa8f6629903e5d2b10ec2f60af03eb3e1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/40478a1aa8f6629903e5d2b10ec2f60af03eb3e1/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>2812ababfb97e4cb43c13f17e40e292560ac633c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2812ababfb97e4cb43c13f17e40e292560ac633c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2812ababfb97e4cb43c13f17e40e292560ac633c</td>\n",
+       "      <td>d709ecc8960232754a592b2f442126f8a905e5c9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d709ecc8960232754a592b2f442126f8a905e5c9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d709ecc8960232754a592b2f442126f8a905e5c9</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165</th>\n",
+       "      <td>ffb709269dad74b4d538be957ae318b0bd874c9e</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZmZiNzA5MjY5ZGFkNzRiNGQ1MzhiZTk1N2FlMzE4YjBiZDg3NGM5ZQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-04-21T10:14:14Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-04-21T10:14:14Z</td>\n",
+       "      <td>Update README.md</td>\n",
+       "      <td>ff257eb4d04ad1b7d30086faa61ad50288f5319f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/ff257eb4d04ad1b7d30086faa61ad50288f5319f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ffb709269dad74b4d538be957ae318b0bd874c9e</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ffb709269dad74b4d538be957ae318b0bd874c9e</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ffb709269dad74b4d538be957ae318b0bd874c9e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ffb709269dad74b4d538be957ae318b0bd874c9e/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>930ed78dd5a00c7190d4f743bbda0ae389a95fae</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/930ed78dd5a00c7190d4f743bbda0ae389a95fae</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/930ed78dd5a00c7190d4f743bbda0ae389a95fae</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166</th>\n",
+       "      <td>ed7d5ca3c803c270c2f9bf2c203e91a440a28327</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZWQ3ZDVjYTNjODAzYzI3MGMyZjliZjJjMjAzZTkxYTQ0MGEyODMyNw==</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-04-21T10:17:13Z</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-04-21T10:17:13Z</td>\n",
+       "      <td>Updated 3.24.0 OID Readme</td>\n",
+       "      <td>fc97b92d28346eef6d59d9b1cc8e468cd147be72</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/fc97b92d28346eef6d59d9b1cc8e468cd147be72</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ed7d5ca3c803c270c2f9bf2c203e91a440a28327</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ed7d5ca3c803c270c2f9bf2c203e91a440a28327</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ed7d5ca3c803c270c2f9bf2c203e91a440a28327</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ed7d5ca3c803c270c2f9bf2c203e91a440a28327/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>d709ecc8960232754a592b2f442126f8a905e5c9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d709ecc8960232754a592b2f442126f8a905e5c9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d709ecc8960232754a592b2f442126f8a905e5c9</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>167</th>\n",
+       "      <td>dee7fbe962cb97fdb09b4d7e67a49d64b764c228</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZGVlN2ZiZTk2MmNiOTdmZGIwOWI0ZDdlNjdhNDlkNjRiNzY0YzIyOA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-04-21T10:17:27Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-04-21T10:17:27Z</td>\n",
+       "      <td>Merge pull request #56 from jrob119/3240\\n\\nUpdated 3.24.0 OID Readme</td>\n",
+       "      <td>fc97b92d28346eef6d59d9b1cc8e468cd147be72</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/fc97b92d28346eef6d59d9b1cc8e468cd147be72</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/dee7fbe962cb97fdb09b4d7e67a49d64b764c228</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/dee7fbe962cb97fdb09b4d7e67a49d64b764c228</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/dee7fbe962cb97fdb09b4d7e67a49d64b764c228</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/dee7fbe962cb97fdb09b4d7e67a49d64b764c228/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>40478a1aa8f6629903e5d2b10ec2f60af03eb3e1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/40478a1aa8f6629903e5d2b10ec2f60af03eb3e1</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/40478a1aa8f6629903e5d2b10ec2f60af03eb3e1</td>\n",
+       "      <td>ed7d5ca3c803c270c2f9bf2c203e91a440a28327</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ed7d5ca3c803c270c2f9bf2c203e91a440a28327</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ed7d5ca3c803c270c2f9bf2c203e91a440a28327</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>168</th>\n",
+       "      <td>ada3512714bf4053e2210e44b4368c1cabc14f5e</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YWRhMzUxMjcxNGJmNDA1M2UyMjEwZTQ0YjQzNjhjMWNhYmMxNGY1ZQ==</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-04-21T10:20:50Z</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-04-21T10:20:50Z</td>\n",
+       "      <td>Updated OID README.md</td>\n",
+       "      <td>255116564b7eaea75cba24759006eeee1c3df3e8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/255116564b7eaea75cba24759006eeee1c3df3e8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ada3512714bf4053e2210e44b4368c1cabc14f5e</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ada3512714bf4053e2210e44b4368c1cabc14f5e</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ada3512714bf4053e2210e44b4368c1cabc14f5e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ada3512714bf4053e2210e44b4368c1cabc14f5e/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>ed7d5ca3c803c270c2f9bf2c203e91a440a28327</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ed7d5ca3c803c270c2f9bf2c203e91a440a28327</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ed7d5ca3c803c270c2f9bf2c203e91a440a28327</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>169</th>\n",
+       "      <td>15f5a4a517d3c8720cc61e521e072efdd30f4f23</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MTVmNWE0YTUxN2QzYzg3MjBjYzYxZTUyMWUwNzJlZmRkMzBmNGYyMw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-04-21T10:21:33Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-04-21T10:21:33Z</td>\n",
+       "      <td>Merge pull request #57 from jrob119/3240\\n\\nUpdated OID README.md</td>\n",
+       "      <td>255116564b7eaea75cba24759006eeee1c3df3e8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/255116564b7eaea75cba24759006eeee1c3df3e8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/15f5a4a517d3c8720cc61e521e072efdd30f4f23</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/15f5a4a517d3c8720cc61e521e072efdd30f4f23</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/15f5a4a517d3c8720cc61e521e072efdd30f4f23</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/15f5a4a517d3c8720cc61e521e072efdd30f4f23/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>dee7fbe962cb97fdb09b4d7e67a49d64b764c228</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/dee7fbe962cb97fdb09b4d7e67a49d64b764c228</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/dee7fbe962cb97fdb09b4d7e67a49d64b764c228</td>\n",
+       "      <td>ada3512714bf4053e2210e44b4368c1cabc14f5e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ada3512714bf4053e2210e44b4368c1cabc14f5e</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ada3512714bf4053e2210e44b4368c1cabc14f5e</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>170</th>\n",
+       "      <td>99fff9d205cc7fb0cf0b02a408ce628989bad7f9</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OTlmZmY5ZDIwNWNjN2ZiMGNmMGIwMmE0MDhjZTYyODk4OWJhZDdmOQ==</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-04-21T14:06:15Z</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-04-21T14:06:15Z</td>\n",
+       "      <td>Update to Release 3.24.0\\n\\nThe A*30:89 genomic sequence was erroneously omitted from the release.\\nThe alignment of the C*04:09N sequence has been reviewed and updated.\\nThe nucleotide and protein sequences have not changed.</td>\n",
+       "      <td>fa25c81e4dd42cbcc721fde401df903b4c36a33f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/fa25c81e4dd42cbcc721fde401df903b4c36a33f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/99fff9d205cc7fb0cf0b02a408ce628989bad7f9</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/99fff9d205cc7fb0cf0b02a408ce628989bad7f9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/99fff9d205cc7fb0cf0b02a408ce628989bad7f9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/99fff9d205cc7fb0cf0b02a408ce628989bad7f9/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>ada3512714bf4053e2210e44b4368c1cabc14f5e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ada3512714bf4053e2210e44b4368c1cabc14f5e</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ada3512714bf4053e2210e44b4368c1cabc14f5e</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>171</th>\n",
+       "      <td>2fc03e93c3e5fb074ec957039252baa3b655147a</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MmZjMDNlOTNjM2U1ZmIwNzRlYzk1NzAzOTI1MmJhYTNiNjU1MTQ3YQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-04-21T14:07:40Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-04-21T14:07:40Z</td>\n",
+       "      <td>Merge pull request #58 from jrob119/3240\\n\\nUpdate to Release 3.24.0</td>\n",
+       "      <td>fa25c81e4dd42cbcc721fde401df903b4c36a33f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/fa25c81e4dd42cbcc721fde401df903b4c36a33f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/2fc03e93c3e5fb074ec957039252baa3b655147a</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2fc03e93c3e5fb074ec957039252baa3b655147a</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2fc03e93c3e5fb074ec957039252baa3b655147a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2fc03e93c3e5fb074ec957039252baa3b655147a/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>15f5a4a517d3c8720cc61e521e072efdd30f4f23</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/15f5a4a517d3c8720cc61e521e072efdd30f4f23</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/15f5a4a517d3c8720cc61e521e072efdd30f4f23</td>\n",
+       "      <td>99fff9d205cc7fb0cf0b02a408ce628989bad7f9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/99fff9d205cc7fb0cf0b02a408ce628989bad7f9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/99fff9d205cc7fb0cf0b02a408ce628989bad7f9</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>172</th>\n",
+       "      <td>36da94dd4846a89c2321178900a5eb082bc19eb4</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MzZkYTk0ZGQ0ODQ2YTg5YzIzMjExNzg5MDBhNWViMDgyYmMxOWViNA==</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-04-22T09:41:32Z</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-04-22T09:41:32Z</td>\n",
+       "      <td>Release 3.24.0 Update\\n\\nIncomplete transfer of hla.dat file</td>\n",
+       "      <td>89e916b8bc9b8359e9e5bc6b9ce75f3b3fbfb473</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/89e916b8bc9b8359e9e5bc6b9ce75f3b3fbfb473</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/36da94dd4846a89c2321178900a5eb082bc19eb4</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/36da94dd4846a89c2321178900a5eb082bc19eb4</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/36da94dd4846a89c2321178900a5eb082bc19eb4</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/36da94dd4846a89c2321178900a5eb082bc19eb4/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>99fff9d205cc7fb0cf0b02a408ce628989bad7f9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/99fff9d205cc7fb0cf0b02a408ce628989bad7f9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/99fff9d205cc7fb0cf0b02a408ce628989bad7f9</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173</th>\n",
+       "      <td>18facbfcf57e55c13e29bc97ff9e7a8a5cc5bb15</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MThmYWNiZmNmNTdlNTVjMTNlMjliYzk3ZmY5ZTdhOGE1Y2M1YmIxNQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-04-22T09:41:56Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-04-22T09:41:56Z</td>\n",
+       "      <td>Merge pull request #59 from jrob119/3240\\n\\nRelease 3.24.0 Update</td>\n",
+       "      <td>89e916b8bc9b8359e9e5bc6b9ce75f3b3fbfb473</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/89e916b8bc9b8359e9e5bc6b9ce75f3b3fbfb473</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/18facbfcf57e55c13e29bc97ff9e7a8a5cc5bb15</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/18facbfcf57e55c13e29bc97ff9e7a8a5cc5bb15</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/18facbfcf57e55c13e29bc97ff9e7a8a5cc5bb15</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/18facbfcf57e55c13e29bc97ff9e7a8a5cc5bb15/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>2fc03e93c3e5fb074ec957039252baa3b655147a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2fc03e93c3e5fb074ec957039252baa3b655147a</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2fc03e93c3e5fb074ec957039252baa3b655147a</td>\n",
+       "      <td>36da94dd4846a89c2321178900a5eb082bc19eb4</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/36da94dd4846a89c2321178900a5eb082bc19eb4</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/36da94dd4846a89c2321178900a5eb082bc19eb4</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174</th>\n",
+       "      <td>4a0401af6be02ca688adeef3f63f5e55288d14fe</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NGEwNDAxYWY2YmUwMmNhNjg4YWRlZWYzZjYzZjVlNTUyODhkMTRmZQ==</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-04-22T09:49:05Z</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-04-22T09:49:05Z</td>\n",
+       "      <td>Release 3.24.0 Update\\n\\nIncomplete transfer of hla.dat file</td>\n",
+       "      <td>aabac56a0e26751a06dc08f2496f943cfc5ca9b8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/aabac56a0e26751a06dc08f2496f943cfc5ca9b8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/4a0401af6be02ca688adeef3f63f5e55288d14fe</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4a0401af6be02ca688adeef3f63f5e55288d14fe</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4a0401af6be02ca688adeef3f63f5e55288d14fe</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4a0401af6be02ca688adeef3f63f5e55288d14fe/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>36da94dd4846a89c2321178900a5eb082bc19eb4</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/36da94dd4846a89c2321178900a5eb082bc19eb4</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/36da94dd4846a89c2321178900a5eb082bc19eb4</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175</th>\n",
+       "      <td>6b7e701845b5e8fcce28b3631df1c108b4627c69</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NmI3ZTcwMTg0NWI1ZThmY2NlMjhiMzYzMWRmMWMxMDhiNDYyN2M2OQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-04-22T09:50:27Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-04-22T09:50:27Z</td>\n",
+       "      <td>Merge pull request #60 from jrob119/3240\\n\\nRelease 3.24.0 Update</td>\n",
+       "      <td>aabac56a0e26751a06dc08f2496f943cfc5ca9b8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/aabac56a0e26751a06dc08f2496f943cfc5ca9b8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/6b7e701845b5e8fcce28b3631df1c108b4627c69</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6b7e701845b5e8fcce28b3631df1c108b4627c69</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6b7e701845b5e8fcce28b3631df1c108b4627c69</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6b7e701845b5e8fcce28b3631df1c108b4627c69/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>18facbfcf57e55c13e29bc97ff9e7a8a5cc5bb15</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/18facbfcf57e55c13e29bc97ff9e7a8a5cc5bb15</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/18facbfcf57e55c13e29bc97ff9e7a8a5cc5bb15</td>\n",
+       "      <td>4a0401af6be02ca688adeef3f63f5e55288d14fe</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4a0401af6be02ca688adeef3f63f5e55288d14fe</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4a0401af6be02ca688adeef3f63f5e55288d14fe</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176</th>\n",
+       "      <td>98adbce2d54553228999014ad63398430bfb41ef</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OThhZGJjZTJkNTQ1NTMyMjg5OTkwMTRhZDYzMzk4NDMwYmZiNDFlZg==</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-05-06T14:24:47Z</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-05-06T14:24:47Z</td>\n",
+       "      <td>Release 3.24.0.1 Update\\n\\nVersion Report - 3.24.0.1 (2016-05)\\n\\nThe following changes have been made to release 3.24.0 to correct a\\nnumber of protein sequences, a number of minor errors in displaying the\\nsequences and to include a number of sequences that were accidently\\nomitted.\\n\\nCDS sequences\\n\\nThe C*04:09N deletion was incorrectly displayed.\\nThe CDS sequences were not changed.\\n\\nProtein sequences\\n\\nThe following proteins sequences were incorrectly translated; A*30:78N,\\nA*68:11N, C*03:316N, C*04:09N, DRB5*01:08N.\\nThe following proteins sequences did not have the stop codon displayed;\\nA*01:04N, A*68:18N, DPB1*507:01N.\\n\\nGenomic sequences\\n\\nThe following sequences were omitted; A*02:17:02, A*30:89, B*14:03,\\nB*15:08:01, B*15:30, B*35:04:01, B*35:43:01, B*39:09:01, B*51:08:01,\\nB*58:02:01, C*02:10:01:03,C*07:01:01:05, C*14:02:01:02, E*01:03:04,\\nE*01:06, E*01:08N, E*01:09, E*01:10, DQB1*02:02:01:02.\\n\\nThe displayed sequences of the following alleles have been modified;\\nA*68:18N, C*04:09N, DRB1*01:01:01, DRB1*01:03, DRB1*04:07:01,\\nDRB1*07:01:01:03, DRB1*10:01:01:02, DRB1*11:02:01, DRB1*11:03:01,\\nDRB1*11:01:01:02, DRB1*12:01:01:02, DRB1*12:01:01:03, DRB1*13:01:01:02,\\nDRB1*15:02:01:02, DRB1*16:01:01, DRB1*16:02:01:02.\\n\\nChanges to the hla.dat file\\n\\nAt the request of our users, deleted alleles have been added to the\\nhla.dat file. These are included as an entry with a single ambiguous\\nbase 'x' in the nucleotide sequence. The 'DE' line descibes the allele\\nand the reason for deletion.</td>\n",
+       "      <td>f9b30cb99c0c485601627ce161a5fb5b786f4cc2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/f9b30cb99c0c485601627ce161a5fb5b786f4cc2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/98adbce2d54553228999014ad63398430bfb41ef</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/98adbce2d54553228999014ad63398430bfb41ef</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/98adbce2d54553228999014ad63398430bfb41ef</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/98adbce2d54553228999014ad63398430bfb41ef/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>4a0401af6be02ca688adeef3f63f5e55288d14fe</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4a0401af6be02ca688adeef3f63f5e55288d14fe</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4a0401af6be02ca688adeef3f63f5e55288d14fe</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177</th>\n",
+       "      <td>70055402cf42eef5e0d13a1d2ef3b93de0c020f9</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NzAwNTU0MDJjZjQyZWVmNWUwZDEzYTFkMmVmM2I5M2RlMGMwMjBmOQ==</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-05-06T14:27:07Z</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-05-06T14:27:07Z</td>\n",
+       "      <td>Release 3.24.0.1 Update\\n\\nVersion Report - 3.24.0.1 (2016-05)\\n\\nThe following changes have been made to release 3.24.0 to correct a\\nnumber of protein sequences, a number of minor errors in displaying the\\nsequences and to include a number of sequences that were accidently\\nomitted.\\n\\nCDS sequences\\n\\nThe C*04:09N deletion was incorrectly displayed.\\nThe CDS sequences were not changed.\\n\\nProtein sequences\\n\\nThe following proteins sequences were incorrectly translated; A*30:78N,\\nA*68:11N, C*03:316N, C*04:09N, DRB5*01:08N.\\nThe following proteins sequences did not have the stop codon displayed;\\nA*01:04N, A*68:18N, DPB1*507:01N.\\n\\nGenomic sequences\\n\\nThe following sequences were omitted; A*02:17:02, A*30:89, B*14:03,\\nB*15:08:01, B*15:30, B*35:04:01, B*35:43:01, B*39:09:01, B*51:08:01,\\nB*58:02:01, C*02:10:01:03,C*07:01:01:05, C*14:02:01:02, E*01:03:04,\\nE*01:06, E*01:08N, E*01:09, E*01:10, DQB1*02:02:01:02.\\n\\nThe displayed sequences of the following alleles have been modified;\\nA*68:18N, C*04:09N, DRB1*01:01:01, DRB1*01:03, DRB1*04:07:01,\\nDRB1*07:01:01:03, DRB1*10:01:01:02, DRB1*11:02:01, DRB1*11:03:01,\\nDRB1*11:01:01:02, DRB1*12:01:01:02, DRB1*12:01:01:03, DRB1*13:01:01:02,\\nDRB1*15:02:01:02, DRB1*16:01:01, DRB1*16:02:01:02.\\n\\nChanges to the hla.dat file\\n\\nAt the request of our users, deleted alleles have been added to the\\nhla.dat file. These are included as an entry with a single ambiguous\\nbase 'x' in the nucleotide sequence. The 'DE' line descibes the allele\\nand the reason for deletion.</td>\n",
+       "      <td>d6f487dc21706911824af978d4e8e892cb5d07b7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/d6f487dc21706911824af978d4e8e892cb5d07b7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/70055402cf42eef5e0d13a1d2ef3b93de0c020f9</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/70055402cf42eef5e0d13a1d2ef3b93de0c020f9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/70055402cf42eef5e0d13a1d2ef3b93de0c020f9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/70055402cf42eef5e0d13a1d2ef3b93de0c020f9/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>98adbce2d54553228999014ad63398430bfb41ef</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/98adbce2d54553228999014ad63398430bfb41ef</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/98adbce2d54553228999014ad63398430bfb41ef</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178</th>\n",
+       "      <td>f1ad73426bf06478f2b9e07e8309886bc71137b2</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZjFhZDczNDI2YmYwNjQ3OGYyYjllMDdlODMwOTg4NmJjNzExMzdiMg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-05-06T14:28:11Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-05-06T14:28:11Z</td>\n",
+       "      <td>Merge pull request #61 from jrob119/3240\\n\\n3240</td>\n",
+       "      <td>d6f487dc21706911824af978d4e8e892cb5d07b7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/d6f487dc21706911824af978d4e8e892cb5d07b7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/f1ad73426bf06478f2b9e07e8309886bc71137b2</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f1ad73426bf06478f2b9e07e8309886bc71137b2</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f1ad73426bf06478f2b9e07e8309886bc71137b2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f1ad73426bf06478f2b9e07e8309886bc71137b2/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>6b7e701845b5e8fcce28b3631df1c108b4627c69</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6b7e701845b5e8fcce28b3631df1c108b4627c69</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6b7e701845b5e8fcce28b3631df1c108b4627c69</td>\n",
+       "      <td>70055402cf42eef5e0d13a1d2ef3b93de0c020f9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/70055402cf42eef5e0d13a1d2ef3b93de0c020f9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/70055402cf42eef5e0d13a1d2ef3b93de0c020f9</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179</th>\n",
+       "      <td>7d90e5cc213b23a0d743e9c53071ba84651bfe5a</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6N2Q5MGU1Y2MyMTNiMjNhMGQ3NDNlOWM1MzA3MWJhODQ2NTFiZmU1YQ==</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-06-03T13:07:28Z</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-06-03T13:07:28Z</td>\n",
+       "      <td>Addition of archives and README\\n\\nAddition of archives and README to directory</td>\n",
+       "      <td>f5b5208b045c70a6fa484e1f298a489788d86bb6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/f5b5208b045c70a6fa484e1f298a489788d86bb6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/7d90e5cc213b23a0d743e9c53071ba84651bfe5a</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7d90e5cc213b23a0d743e9c53071ba84651bfe5a</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7d90e5cc213b23a0d743e9c53071ba84651bfe5a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7d90e5cc213b23a0d743e9c53071ba84651bfe5a/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>70055402cf42eef5e0d13a1d2ef3b93de0c020f9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/70055402cf42eef5e0d13a1d2ef3b93de0c020f9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/70055402cf42eef5e0d13a1d2ef3b93de0c020f9</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180</th>\n",
+       "      <td>817531168e66d066c588f4a1a8b55022b7e49e2f</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ODE3NTMxMTY4ZTY2ZDA2NmM1ODhmNGExYThiNTUwMjJiN2U0OWUyZg==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-06-03T13:08:11Z</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-06-03T13:08:11Z</td>\n",
+       "      <td>Merge pull request #62 from ANHIG/3240\\n\\nAddition of archives and README</td>\n",
+       "      <td>f5b5208b045c70a6fa484e1f298a489788d86bb6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/f5b5208b045c70a6fa484e1f298a489788d86bb6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/817531168e66d066c588f4a1a8b55022b7e49e2f</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/817531168e66d066c588f4a1a8b55022b7e49e2f</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/817531168e66d066c588f4a1a8b55022b7e49e2f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/817531168e66d066c588f4a1a8b55022b7e49e2f/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>f1ad73426bf06478f2b9e07e8309886bc71137b2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f1ad73426bf06478f2b9e07e8309886bc71137b2</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f1ad73426bf06478f2b9e07e8309886bc71137b2</td>\n",
+       "      <td>7d90e5cc213b23a0d743e9c53071ba84651bfe5a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7d90e5cc213b23a0d743e9c53071ba84651bfe5a</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7d90e5cc213b23a0d743e9c53071ba84651bfe5a</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181</th>\n",
+       "      <td>434882a4348817ba1d56d5b60e1b64a36a0ea179</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NDM0ODgyYTQzNDg4MTdiYTFkNTZkNWI2MGUxYjY0YTM2YTBlYTE3OQ==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-06-03T13:23:27Z</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-06-03T13:23:27Z</td>\n",
+       "      <td>Update README.md</td>\n",
+       "      <td>e21c51b1b1d20c001df7e27061fd2c2283774bfa</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/e21c51b1b1d20c001df7e27061fd2c2283774bfa</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/434882a4348817ba1d56d5b60e1b64a36a0ea179</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/434882a4348817ba1d56d5b60e1b64a36a0ea179</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/434882a4348817ba1d56d5b60e1b64a36a0ea179</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/434882a4348817ba1d56d5b60e1b64a36a0ea179/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>817531168e66d066c588f4a1a8b55022b7e49e2f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/817531168e66d066c588f4a1a8b55022b7e49e2f</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/817531168e66d066c588f4a1a8b55022b7e49e2f</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182</th>\n",
+       "      <td>5550f593225b353973d81531849d2085a8d20049</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NTU1MGY1OTMyMjViMzUzOTczZDgxNTMxODQ5ZDIwODVhOGQyMDA0OQ==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-06-09T08:50:50Z</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-06-09T08:50:50Z</td>\n",
+       "      <td>Create README.md</td>\n",
+       "      <td>fd0bf18f1d172be0b2683df920dba0e227770c1a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/fd0bf18f1d172be0b2683df920dba0e227770c1a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/5550f593225b353973d81531849d2085a8d20049</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5550f593225b353973d81531849d2085a8d20049</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5550f593225b353973d81531849d2085a8d20049</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5550f593225b353973d81531849d2085a8d20049/comments</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>434882a4348817ba1d56d5b60e1b64a36a0ea179</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/434882a4348817ba1d56d5b60e1b64a36a0ea179</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/434882a4348817ba1d56d5b60e1b64a36a0ea179</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183</th>\n",
+       "      <td>e0a5eb838abec8cf00fc16f91e28d63c7bc592c6</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZTBhNWViODM4YWJlYzhjZjAwZmMxNmY5MWUyOGQ2M2M3YmM1OTJjNg==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-07-13T13:43:30Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-07-13T13:43:30Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.25.0\\n\\nUpdate to Release 3.25.0 of the IPD-IMGT/HLA</td>\n",
+       "      <td>835eddc5cb4bdd953eb8f5584d982cba6cb31312</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/835eddc5cb4bdd953eb8f5584d982cba6cb31312</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/e0a5eb838abec8cf00fc16f91e28d63c7bc592c6</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e0a5eb838abec8cf00fc16f91e28d63c7bc592c6</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e0a5eb838abec8cf00fc16f91e28d63c7bc592c6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e0a5eb838abec8cf00fc16f91e28d63c7bc592c6/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>7d90e5cc213b23a0d743e9c53071ba84651bfe5a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7d90e5cc213b23a0d743e9c53071ba84651bfe5a</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7d90e5cc213b23a0d743e9c53071ba84651bfe5a</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184</th>\n",
+       "      <td>a4444d12054ea29fb23c2f1f495bd4ee5015f8ab</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YTQ0NDRkMTIwNTRlYTI5ZmIyM2MyZjFmNDk1YmQ0ZWU1MDE1ZjhhYg==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-07-14T09:18:36Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-07-14T09:18:36Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.25.0\\n\\nUpdate for IPD-IMGT/HLA Release 3.25.0</td>\n",
+       "      <td>dd4d9706c258f43a8911ecb4b78a652e59c7c04d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/dd4d9706c258f43a8911ecb4b78a652e59c7c04d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/a4444d12054ea29fb23c2f1f495bd4ee5015f8ab</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a4444d12054ea29fb23c2f1f495bd4ee5015f8ab</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a4444d12054ea29fb23c2f1f495bd4ee5015f8ab</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a4444d12054ea29fb23c2f1f495bd4ee5015f8ab/comments</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td></td>\n",
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+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>e0a5eb838abec8cf00fc16f91e28d63c7bc592c6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e0a5eb838abec8cf00fc16f91e28d63c7bc592c6</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e0a5eb838abec8cf00fc16f91e28d63c7bc592c6</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185</th>\n",
+       "      <td>45c377516bdb7f1b926d1bb504afc801069d5bba</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NDVjMzc3NTE2YmRiN2YxYjkyNmQxYmI1MDRhZmM4MDEwNjlkNWJiYQ==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-07-14T09:20:20Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2016-07-14T09:20:20Z</td>\n",
+       "      <td>Merge pull request #65 from ANHIG/3250\\n\\n3250</td>\n",
+       "      <td>9219b9435fa96b8fa56cedb008a954a1af81abd3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/9219b9435fa96b8fa56cedb008a954a1af81abd3</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/45c377516bdb7f1b926d1bb504afc801069d5bba</td>\n",
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+       "      <td>jrob119</td>\n",
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+       "      <td>https://github.com/jrob119</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5550f593225b353973d81531849d2085a8d20049</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5550f593225b353973d81531849d2085a8d20049</td>\n",
+       "      <td>a4444d12054ea29fb23c2f1f495bd4ee5015f8ab</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a4444d12054ea29fb23c2f1f495bd4ee5015f8ab</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a4444d12054ea29fb23c2f1f495bd4ee5015f8ab</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186</th>\n",
+       "      <td>5214e65c5af3d46ffe35e9e7d0e0ede0024ee4b2</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NTIxNGU2NWM1YWYzZDQ2ZmZlMzVlOWU3ZDBlMGVkZTAwMjRlZTRiMg==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-08-03T09:21:43Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-08-03T09:21:43Z</td>\n",
+       "      <td>Release 3.25.0 Update\\n\\nDPB2 sequences were omitted from the concatenated fasta libraries.</td>\n",
+       "      <td>dfdee5beebedabbd6536bdf131f3b71e55c41549</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/dfdee5beebedabbd6536bdf131f3b71e55c41549</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/5214e65c5af3d46ffe35e9e7d0e0ede0024ee4b2</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5214e65c5af3d46ffe35e9e7d0e0ede0024ee4b2</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5214e65c5af3d46ffe35e9e7d0e0ede0024ee4b2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5214e65c5af3d46ffe35e9e7d0e0ede0024ee4b2/comments</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>a4444d12054ea29fb23c2f1f495bd4ee5015f8ab</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a4444d12054ea29fb23c2f1f495bd4ee5015f8ab</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a4444d12054ea29fb23c2f1f495bd4ee5015f8ab</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187</th>\n",
+       "      <td>88e0c8e970d5fdeba1ba3b0ddf520d1a65001353</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ODhlMGM4ZTk3MGQ1ZmRlYmExYmEzYjBkZGY1MjBkMWE2NTAwMTM1Mw==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-08-03T09:22:09Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2016-08-03T09:22:09Z</td>\n",
+       "      <td>Merge pull request #66 from ANHIG/3250\\n\\nRelease 3.25.0 Update</td>\n",
+       "      <td>98db38e0c1f6de5c4561c687e7109dd2aed05572</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/98db38e0c1f6de5c4561c687e7109dd2aed05572</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/88e0c8e970d5fdeba1ba3b0ddf520d1a65001353</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/88e0c8e970d5fdeba1ba3b0ddf520d1a65001353</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/88e0c8e970d5fdeba1ba3b0ddf520d1a65001353</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/88e0c8e970d5fdeba1ba3b0ddf520d1a65001353/comments</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>45c377516bdb7f1b926d1bb504afc801069d5bba</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/45c377516bdb7f1b926d1bb504afc801069d5bba</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/45c377516bdb7f1b926d1bb504afc801069d5bba</td>\n",
+       "      <td>5214e65c5af3d46ffe35e9e7d0e0ede0024ee4b2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5214e65c5af3d46ffe35e9e7d0e0ede0024ee4b2</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5214e65c5af3d46ffe35e9e7d0e0ede0024ee4b2</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188</th>\n",
+       "      <td>8b89f84af6dfc4f1ebc96355a73520138dc0da57</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OGI4OWY4NGFmNmRmYzRmMWViYzk2MzU1YTczNTIwMTM4ZGMwZGE1Nw==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-08-03T09:41:35Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-08-03T09:41:35Z</td>\n",
+       "      <td>Release 3.25.0 Update\\n\\nDPB2 sequences were omitted from the concatenated fasta libraries.</td>\n",
+       "      <td>6805ddf6b5cf7b0d1dd013207a7ba4d20d6cb3ce</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/6805ddf6b5cf7b0d1dd013207a7ba4d20d6cb3ce</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/8b89f84af6dfc4f1ebc96355a73520138dc0da57</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8b89f84af6dfc4f1ebc96355a73520138dc0da57</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8b89f84af6dfc4f1ebc96355a73520138dc0da57</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8b89f84af6dfc4f1ebc96355a73520138dc0da57/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>5214e65c5af3d46ffe35e9e7d0e0ede0024ee4b2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5214e65c5af3d46ffe35e9e7d0e0ede0024ee4b2</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5214e65c5af3d46ffe35e9e7d0e0ede0024ee4b2</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189</th>\n",
+       "      <td>7dfd8cde8009ee80ac6494f95447b37e14b3f3ee</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6N2RmZDhjZGU4MDA5ZWU4MGFjNjQ5NGY5NTQ0N2IzN2UxNGIzZjNlZQ==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-08-03T09:42:39Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2016-08-03T09:42:39Z</td>\n",
+       "      <td>Merge pull request #67 from ANHIG/3250\\n\\nRelease 3.25.0 Update</td>\n",
+       "      <td>8b4b1f3b4ada2e6e496802322c2941ae74128332</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/8b4b1f3b4ada2e6e496802322c2941ae74128332</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7dfd8cde8009ee80ac6494f95447b37e14b3f3ee</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7dfd8cde8009ee80ac6494f95447b37e14b3f3ee</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7dfd8cde8009ee80ac6494f95447b37e14b3f3ee/comments</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td></td>\n",
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+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>88e0c8e970d5fdeba1ba3b0ddf520d1a65001353</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/88e0c8e970d5fdeba1ba3b0ddf520d1a65001353</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/88e0c8e970d5fdeba1ba3b0ddf520d1a65001353</td>\n",
+       "      <td>8b89f84af6dfc4f1ebc96355a73520138dc0da57</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8b89f84af6dfc4f1ebc96355a73520138dc0da57</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8b89f84af6dfc4f1ebc96355a73520138dc0da57</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>190</th>\n",
+       "      <td>580de96b0844723391a641604968711510d6442a</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NTgwZGU5NmIwODQ0NzIzMzkxYTY0MTYwNDk2ODcxMTUxMGQ2NDQyYQ==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-08-15T10:50:28Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-08-15T10:50:28Z</td>\n",
+       "      <td>Release 3.25.0 Update\\n\\nInclusion of DPB2 files into zipped archive</td>\n",
+       "      <td>d538a5352b6ef367814e37d3cfde8903fff4ca3a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/d538a5352b6ef367814e37d3cfde8903fff4ca3a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/580de96b0844723391a641604968711510d6442a</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8b89f84af6dfc4f1ebc96355a73520138dc0da57</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8b89f84af6dfc4f1ebc96355a73520138dc0da57</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>191</th>\n",
+       "      <td>2c88b82e2ed05d9989ffbf6f35260d98b5b7fe75</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MmM4OGI4MmUyZWQwNWQ5OTg5ZmZiZjZmMzUyNjBkOThiNWI3ZmU3NQ==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-08-15T10:50:52Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2016-08-15T10:50:52Z</td>\n",
+       "      <td>Merge pull request #68 from ANHIG/3250\\n\\nRelease 3.25.0 Update</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
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+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2c88b82e2ed05d9989ffbf6f35260d98b5b7fe75</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7dfd8cde8009ee80ac6494f95447b37e14b3f3ee</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7dfd8cde8009ee80ac6494f95447b37e14b3f3ee</td>\n",
+       "      <td>580de96b0844723391a641604968711510d6442a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/580de96b0844723391a641604968711510d6442a</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/580de96b0844723391a641604968711510d6442a</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192</th>\n",
+       "      <td>25d5b34c0315027ace921911b3b970f6f061dc1a</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MjVkNWIzNGMwMzE1MDI3YWNlOTIxOTExYjNiOTcwZjZmMDYxZGMxYQ==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-08-15T10:57:55Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-08-15T10:57:55Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.25.0 Update\\n\\nUpdate to filenames and zipped alignments</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/25d5b34c0315027ace921911b3b970f6f061dc1a</td>\n",
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+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/580de96b0844723391a641604968711510d6442a</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>193</th>\n",
+       "      <td>0f7985cab0dd8155ab97b93edba5e1320d6fc19b</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MGY3OTg1Y2FiMGRkODE1NWFiOTdiOTNlZGJhNWUxMzIwZDZmYzE5Yg==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-08-15T11:01:40Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2016-08-15T11:01:40Z</td>\n",
+       "      <td>Merge pull request #69 from ANHIG/3250\\n\\nIPD-IMGT/HLA Release 3.25.0 Update</td>\n",
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+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
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+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/25d5b34c0315027ace921911b3b970f6f061dc1a</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>194</th>\n",
+       "      <td>a156e69e38ddb3b53d7b65e859398380003291e6</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YTE1NmU2OWUzOGRkYjNiNTNkN2I2NWU4NTkzOTgzODAwMDMyOTFlNg==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-08-22T14:28:44Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-08-22T14:28:44Z</td>\n",
+       "      <td>Release 3.25.0 Update\\n\\nAddition of DRB1*04:94:02N to deleted alleles file</td>\n",
+       "      <td>35b7852e1b40d577e4c023a080f32ce75115c2c7</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a156e69e38ddb3b53d7b65e859398380003291e6</td>\n",
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+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>25d5b34c0315027ace921911b3b970f6f061dc1a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/25d5b34c0315027ace921911b3b970f6f061dc1a</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/25d5b34c0315027ace921911b3b970f6f061dc1a</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195</th>\n",
+       "      <td>003ea5a0ad4901d5d23b74c950aabc25bb00dcd4</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDAzZWE1YTBhZDQ5MDFkNWQyM2I3NGM5NTBhYWJjMjViYjAwZGNkNA==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-08-24T10:47:21Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-08-24T10:47:21Z</td>\n",
+       "      <td>Release 3.25.0 Update\\n\\nAddition of missing asterisks to aligned sequences of two HLA-DQB1 and\\none HLA-C sequence.</td>\n",
+       "      <td>5991a7dc33d4607a46e05d77caa8f6d898fc0d92</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/5991a7dc33d4607a46e05d77caa8f6d898fc0d92</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/003ea5a0ad4901d5d23b74c950aabc25bb00dcd4</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/003ea5a0ad4901d5d23b74c950aabc25bb00dcd4</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/003ea5a0ad4901d5d23b74c950aabc25bb00dcd4</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/003ea5a0ad4901d5d23b74c950aabc25bb00dcd4/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>a156e69e38ddb3b53d7b65e859398380003291e6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a156e69e38ddb3b53d7b65e859398380003291e6</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a156e69e38ddb3b53d7b65e859398380003291e6</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196</th>\n",
+       "      <td>adec3121cc96858e7f5d6d36cdd350fd4ddca708</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YWRlYzMxMjFjYzk2ODU4ZTdmNWQ2ZDM2Y2RkMzUwZmQ0ZGRjYTcwOA==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-08-25T14:53:06Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2016-08-25T14:53:06Z</td>\n",
+       "      <td>Merge pull request #70 from ANHIG/3250\\n\\n3250</td>\n",
+       "      <td>a367ff54b1bd04d514ea797fc23c05c8c224c494</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/a367ff54b1bd04d514ea797fc23c05c8c224c494</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/adec3121cc96858e7f5d6d36cdd350fd4ddca708</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/adec3121cc96858e7f5d6d36cdd350fd4ddca708</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/adec3121cc96858e7f5d6d36cdd350fd4ddca708</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/adec3121cc96858e7f5d6d36cdd350fd4ddca708/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
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+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0f7985cab0dd8155ab97b93edba5e1320d6fc19b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0f7985cab0dd8155ab97b93edba5e1320d6fc19b</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0f7985cab0dd8155ab97b93edba5e1320d6fc19b</td>\n",
+       "      <td>003ea5a0ad4901d5d23b74c950aabc25bb00dcd4</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/003ea5a0ad4901d5d23b74c950aabc25bb00dcd4</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/003ea5a0ad4901d5d23b74c950aabc25bb00dcd4</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197</th>\n",
+       "      <td>7fdf01fe7d6d820e528facfd2667fadd97f72d36</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6N2ZkZjAxZmU3ZDZkODIwZTUyOGZhY2ZkMjY2N2ZhZGQ5N2Y3MmQzNg==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-09-15T14:42:03Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-09-15T14:42:03Z</td>\n",
+       "      <td>Deleted alleles update\\n\\nUpdate to description of DRB1*08:01:03 deletion</td>\n",
+       "      <td>6a702f55088cf7f475aafb4799710c65ed497548</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/6a702f55088cf7f475aafb4799710c65ed497548</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/7fdf01fe7d6d820e528facfd2667fadd97f72d36</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7fdf01fe7d6d820e528facfd2667fadd97f72d36</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7fdf01fe7d6d820e528facfd2667fadd97f72d36</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7fdf01fe7d6d820e528facfd2667fadd97f72d36/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
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+       "      <td></td>\n",
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+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>003ea5a0ad4901d5d23b74c950aabc25bb00dcd4</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/003ea5a0ad4901d5d23b74c950aabc25bb00dcd4</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/003ea5a0ad4901d5d23b74c950aabc25bb00dcd4</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198</th>\n",
+       "      <td>13f8bc112d704fc9e1b3cd0ce56e02c72416cf4f</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MTNmOGJjMTEyZDcwNGZjOWUxYjNjZDBjZTU2ZTAyYzcyNDE2Y2Y0Zg==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-09-15T14:44:23Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2016-09-15T14:44:23Z</td>\n",
+       "      <td>Merge pull request #71 from ANHIG/3250\\n\\nDeleted alleles update</td>\n",
+       "      <td>dbc4a8c816236ee2b83f122aa1ac3acb21d15bc6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/dbc4a8c816236ee2b83f122aa1ac3acb21d15bc6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/13f8bc112d704fc9e1b3cd0ce56e02c72416cf4f</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/13f8bc112d704fc9e1b3cd0ce56e02c72416cf4f</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/13f8bc112d704fc9e1b3cd0ce56e02c72416cf4f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/13f8bc112d704fc9e1b3cd0ce56e02c72416cf4f/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
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+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>adec3121cc96858e7f5d6d36cdd350fd4ddca708</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/adec3121cc96858e7f5d6d36cdd350fd4ddca708</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/adec3121cc96858e7f5d6d36cdd350fd4ddca708</td>\n",
+       "      <td>7fdf01fe7d6d820e528facfd2667fadd97f72d36</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7fdf01fe7d6d820e528facfd2667fadd97f72d36</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7fdf01fe7d6d820e528facfd2667fadd97f72d36</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>199</th>\n",
+       "      <td>5c3deac6525c7c955a2cd0ce1bce6053325364d9</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NWMzZGVhYzY1MjVjN2M5NTVhMmNkMGNlMWJjZTYwNTMzMjUzNjRkOQ==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-10-17T10:51:06Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-10-17T10:51:06Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.26.0\\n\\nFiles for IPD-IMGT/HLA Release 3.26.0</td>\n",
+       "      <td>0b4768691428b9ed7bb50f4aedca4dd3f6805e5c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/0b4768691428b9ed7bb50f4aedca4dd3f6805e5c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/5c3deac6525c7c955a2cd0ce1bce6053325364d9</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5c3deac6525c7c955a2cd0ce1bce6053325364d9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5c3deac6525c7c955a2cd0ce1bce6053325364d9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5c3deac6525c7c955a2cd0ce1bce6053325364d9/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>13f8bc112d704fc9e1b3cd0ce56e02c72416cf4f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/13f8bc112d704fc9e1b3cd0ce56e02c72416cf4f</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/13f8bc112d704fc9e1b3cd0ce56e02c72416cf4f</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200</th>\n",
+       "      <td>bce98f4fcec72e2c07840b18deab36ae63167a0d</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YmNlOThmNGZjZWM3MmUyYzA3ODQwYjE4ZGVhYjM2YWU2MzE2N2EwZA==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-10-17T10:52:44Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2016-10-17T10:52:44Z</td>\n",
+       "      <td>Merge pull request #72 from ANHIG/3260\\n\\nIPD-IMGT/HLA Release 3.26.0</td>\n",
+       "      <td>0b4768691428b9ed7bb50f4aedca4dd3f6805e5c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/0b4768691428b9ed7bb50f4aedca4dd3f6805e5c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/bce98f4fcec72e2c07840b18deab36ae63167a0d</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bce98f4fcec72e2c07840b18deab36ae63167a0d</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/bce98f4fcec72e2c07840b18deab36ae63167a0d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bce98f4fcec72e2c07840b18deab36ae63167a0d/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>13f8bc112d704fc9e1b3cd0ce56e02c72416cf4f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/13f8bc112d704fc9e1b3cd0ce56e02c72416cf4f</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/13f8bc112d704fc9e1b3cd0ce56e02c72416cf4f</td>\n",
+       "      <td>5c3deac6525c7c955a2cd0ce1bce6053325364d9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5c3deac6525c7c955a2cd0ce1bce6053325364d9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5c3deac6525c7c955a2cd0ce1bce6053325364d9</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201</th>\n",
+       "      <td>d1be675b7aedbfee9a2775e15e42d1993da9830c</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZDFiZTY3NWI3YWVkYmZlZTlhMjc3NWUxNWU0MmQxOTkzZGE5ODMwYw==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-10-17T10:53:06Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2016-10-17T10:53:06Z</td>\n",
+       "      <td>Delete .DS_Store</td>\n",
+       "      <td>8a2c77495d49eee2d2ff38c1a13c7b3c3d243eba</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/8a2c77495d49eee2d2ff38c1a13c7b3c3d243eba</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/d1be675b7aedbfee9a2775e15e42d1993da9830c</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d1be675b7aedbfee9a2775e15e42d1993da9830c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d1be675b7aedbfee9a2775e15e42d1993da9830c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d1be675b7aedbfee9a2775e15e42d1993da9830c/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>bce98f4fcec72e2c07840b18deab36ae63167a0d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bce98f4fcec72e2c07840b18deab36ae63167a0d</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/bce98f4fcec72e2c07840b18deab36ae63167a0d</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202</th>\n",
+       "      <td>189fda135211d63053575020374b0cb68fb427f5</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MTg5ZmRhMTM1MjExZDYzMDUzNTc1MDIwMzc0YjBjYjY4ZmI0MjdmNQ==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-10-17T10:53:33Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2016-10-17T10:53:33Z</td>\n",
+       "      <td>Delete README</td>\n",
+       "      <td>250b7f2c8154ebff4fc623c981188f53c35bf909</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/250b7f2c8154ebff4fc623c981188f53c35bf909</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/189fda135211d63053575020374b0cb68fb427f5</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/189fda135211d63053575020374b0cb68fb427f5</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/189fda135211d63053575020374b0cb68fb427f5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/189fda135211d63053575020374b0cb68fb427f5/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>d1be675b7aedbfee9a2775e15e42d1993da9830c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d1be675b7aedbfee9a2775e15e42d1993da9830c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d1be675b7aedbfee9a2775e15e42d1993da9830c</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203</th>\n",
+       "      <td>4c23ad5250c132915b95e91a5faae5878e73d5e3</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NGMyM2FkNTI1MGMxMzI5MTViOTVlOTFhNWZhYWU1ODc4ZTczZDVlMw==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-10-17T15:12:08Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-10-17T15:12:08Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.26.0\\n\\nTSV to CSV formatting</td>\n",
+       "      <td>950837c29c0831746c872a16db3dd880933d8471</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/950837c29c0831746c872a16db3dd880933d8471</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/4c23ad5250c132915b95e91a5faae5878e73d5e3</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4c23ad5250c132915b95e91a5faae5878e73d5e3</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4c23ad5250c132915b95e91a5faae5878e73d5e3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4c23ad5250c132915b95e91a5faae5878e73d5e3/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>5c3deac6525c7c955a2cd0ce1bce6053325364d9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5c3deac6525c7c955a2cd0ce1bce6053325364d9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5c3deac6525c7c955a2cd0ce1bce6053325364d9</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>204</th>\n",
+       "      <td>294df7d8073810bbfcc0e576f9fa5573818a611a</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Mjk0ZGY3ZDgwNzM4MTBiYmZjYzBlNTc2ZjlmYTU1NzM4MThhNjExYQ==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-10-17T15:13:32Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-10-17T15:13:32Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.26.0\\n\\nRemoval of .DS_Store file</td>\n",
+       "      <td>7d9288c78c0f496d7dd6ff6db59bef5784bcc376</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/7d9288c78c0f496d7dd6ff6db59bef5784bcc376</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/294df7d8073810bbfcc0e576f9fa5573818a611a</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/294df7d8073810bbfcc0e576f9fa5573818a611a</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/294df7d8073810bbfcc0e576f9fa5573818a611a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/294df7d8073810bbfcc0e576f9fa5573818a611a/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>4c23ad5250c132915b95e91a5faae5878e73d5e3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4c23ad5250c132915b95e91a5faae5878e73d5e3</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4c23ad5250c132915b95e91a5faae5878e73d5e3</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205</th>\n",
+       "      <td>301ccad3f11519ae3be1fbc124838a3717031b0a</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MzAxY2NhZDNmMTE1MTlhZTNiZTFmYmMxMjQ4MzhhMzcxNzAzMWIwYQ==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-10-17T15:13:43Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2016-10-17T15:13:43Z</td>\n",
+       "      <td>Merge pull request #73 from ANHIG/3260\\n\\nIPD-IMGT/HLA Release 3.26.0</td>\n",
+       "      <td>f17f6e17e3be1c64907ce2d89313d9bd4f5280ff</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/f17f6e17e3be1c64907ce2d89313d9bd4f5280ff</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/301ccad3f11519ae3be1fbc124838a3717031b0a</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/301ccad3f11519ae3be1fbc124838a3717031b0a</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/301ccad3f11519ae3be1fbc124838a3717031b0a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/301ccad3f11519ae3be1fbc124838a3717031b0a/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>189fda135211d63053575020374b0cb68fb427f5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/189fda135211d63053575020374b0cb68fb427f5</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/189fda135211d63053575020374b0cb68fb427f5</td>\n",
+       "      <td>294df7d8073810bbfcc0e576f9fa5573818a611a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/294df7d8073810bbfcc0e576f9fa5573818a611a</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/294df7d8073810bbfcc0e576f9fa5573818a611a</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206</th>\n",
+       "      <td>be4d5ed21800456d4bc0806f3c0ff691428e2672</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YmU0ZDVlZDIxODAwNDU2ZDRiYzA4MDZmM2MwZmY2OTE0MjhlMjY3Mg==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-10-17T15:17:00Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-10-17T15:17:00Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.26.0\\n\\nUpdated md5 checksum values</td>\n",
+       "      <td>4fd0d3f58a0a0e7b0140adfca6496a7ccaf4ec18</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/4fd0d3f58a0a0e7b0140adfca6496a7ccaf4ec18</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/be4d5ed21800456d4bc0806f3c0ff691428e2672</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/be4d5ed21800456d4bc0806f3c0ff691428e2672</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/be4d5ed21800456d4bc0806f3c0ff691428e2672</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/be4d5ed21800456d4bc0806f3c0ff691428e2672/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
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+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td></td>\n",
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+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>294df7d8073810bbfcc0e576f9fa5573818a611a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/294df7d8073810bbfcc0e576f9fa5573818a611a</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/294df7d8073810bbfcc0e576f9fa5573818a611a</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207</th>\n",
+       "      <td>0fccff6e64ebf013432297c3e14bb012c0bda298</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MGZjY2ZmNmU2NGViZjAxMzQzMjI5N2MzZTE0YmIwMTJjMGJkYTI5OA==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-10-17T15:21:13Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2016-10-17T15:21:13Z</td>\n",
+       "      <td>Merge pull request #74 from ANHIG/3260\\n\\nIPD-IMGT/HLA Release 3.26.0</td>\n",
+       "      <td>ba4650a05aac1282bdd59353e90d51e19016bc18</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/ba4650a05aac1282bdd59353e90d51e19016bc18</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/0fccff6e64ebf013432297c3e14bb012c0bda298</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0fccff6e64ebf013432297c3e14bb012c0bda298</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0fccff6e64ebf013432297c3e14bb012c0bda298</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0fccff6e64ebf013432297c3e14bb012c0bda298/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>301ccad3f11519ae3be1fbc124838a3717031b0a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/301ccad3f11519ae3be1fbc124838a3717031b0a</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/301ccad3f11519ae3be1fbc124838a3717031b0a</td>\n",
+       "      <td>be4d5ed21800456d4bc0806f3c0ff691428e2672</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/be4d5ed21800456d4bc0806f3c0ff691428e2672</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/be4d5ed21800456d4bc0806f3c0ff691428e2672</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208</th>\n",
+       "      <td>140ad289ff4d93d5ba5168b2c6ea6b03549fea49</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MTQwYWQyODlmZjRkOTNkNWJhNTE2OGIyYzZlYTZiMDM1NDlmZWE0OQ==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-10-19T10:22:38Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-10-19T10:22:38Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.26.0\\n\\nAddition of DPB1 and DPB2 sequences to the fasta, pir and msf\\ndirectories. Removal of a ‘Vertical Tab’ character from the hla.xml\\nfile and removal of Icon and .DS_store files from directories</td>\n",
+       "      <td>41a67a138c780b56aff3a6a0b58cafbfb39a060f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/41a67a138c780b56aff3a6a0b58cafbfb39a060f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/140ad289ff4d93d5ba5168b2c6ea6b03549fea49</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/140ad289ff4d93d5ba5168b2c6ea6b03549fea49</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/140ad289ff4d93d5ba5168b2c6ea6b03549fea49</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/140ad289ff4d93d5ba5168b2c6ea6b03549fea49/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>be4d5ed21800456d4bc0806f3c0ff691428e2672</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/be4d5ed21800456d4bc0806f3c0ff691428e2672</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/be4d5ed21800456d4bc0806f3c0ff691428e2672</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>209</th>\n",
+       "      <td>4a459f938ce64318655f544a912c7a897f41769f</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NGE0NTlmOTM4Y2U2NDMxODY1NWY1NDRhOTEyYzdhODk3ZjQxNzY5Zg==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-10-19T10:23:08Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2016-10-19T10:23:08Z</td>\n",
+       "      <td>Merge pull request #77 from ANHIG/3260\\n\\nIPD-IMGT/HLA Release 3.26.0</td>\n",
+       "      <td>0823f2661c4543b649305d29af0fbeb42d31b8f5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/0823f2661c4543b649305d29af0fbeb42d31b8f5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/4a459f938ce64318655f544a912c7a897f41769f</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4a459f938ce64318655f544a912c7a897f41769f</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4a459f938ce64318655f544a912c7a897f41769f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4a459f938ce64318655f544a912c7a897f41769f/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0fccff6e64ebf013432297c3e14bb012c0bda298</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0fccff6e64ebf013432297c3e14bb012c0bda298</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0fccff6e64ebf013432297c3e14bb012c0bda298</td>\n",
+       "      <td>140ad289ff4d93d5ba5168b2c6ea6b03549fea49</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/140ad289ff4d93d5ba5168b2c6ea6b03549fea49</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/140ad289ff4d93d5ba5168b2c6ea6b03549fea49</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210</th>\n",
+       "      <td>0759a159d55c8615b8202b917018c8ef07097aa1</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDc1OWExNTlkNTVjODYxNWI4MjAyYjkxNzAxOGM4ZWYwNzA5N2FhMQ==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-10-19T10:30:11Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-10-19T10:30:11Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.26.0\\n\\nUpdated MD5 checksums</td>\n",
+       "      <td>be5b1bea028fab6e3c9eb964f6ae114036a410da</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/be5b1bea028fab6e3c9eb964f6ae114036a410da</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/0759a159d55c8615b8202b917018c8ef07097aa1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0759a159d55c8615b8202b917018c8ef07097aa1</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0759a159d55c8615b8202b917018c8ef07097aa1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0759a159d55c8615b8202b917018c8ef07097aa1/comments</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>140ad289ff4d93d5ba5168b2c6ea6b03549fea49</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/140ad289ff4d93d5ba5168b2c6ea6b03549fea49</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/140ad289ff4d93d5ba5168b2c6ea6b03549fea49</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211</th>\n",
+       "      <td>d84ea6e84c9c8a27334b9a4425bd72852b8f2db8</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZDg0ZWE2ZTg0YzljOGEyNzMzNGI5YTQ0MjViZDcyODUyYjhmMmRiOA==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-10-19T10:30:44Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2016-10-19T10:30:44Z</td>\n",
+       "      <td>Merge pull request #78 from ANHIG/3260\\n\\nIPD-IMGT/HLA Release 3.26.0</td>\n",
+       "      <td>7f9d0423fa6468cbd3a89663e01e15c36d13f88f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/7f9d0423fa6468cbd3a89663e01e15c36d13f88f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/d84ea6e84c9c8a27334b9a4425bd72852b8f2db8</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d84ea6e84c9c8a27334b9a4425bd72852b8f2db8</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d84ea6e84c9c8a27334b9a4425bd72852b8f2db8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d84ea6e84c9c8a27334b9a4425bd72852b8f2db8/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>4a459f938ce64318655f544a912c7a897f41769f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4a459f938ce64318655f544a912c7a897f41769f</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4a459f938ce64318655f544a912c7a897f41769f</td>\n",
+       "      <td>0759a159d55c8615b8202b917018c8ef07097aa1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0759a159d55c8615b8202b917018c8ef07097aa1</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0759a159d55c8615b8202b917018c8ef07097aa1</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212</th>\n",
+       "      <td>9cd9ad7659f05f0455488e4b6f099b0c1c8ec5bc</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OWNkOWFkNzY1OWYwNWYwNDU1NDg4ZTRiNmYwOTliMGMxYzhlYzViYw==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-10-19T12:49:13Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-10-19T12:49:13Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.26.0\\n\\nUpdate to allele name on line 3016 of A_gen.txt</td>\n",
+       "      <td>55fad82c9bb5723557670052c14dcb0b20281bcc</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/55fad82c9bb5723557670052c14dcb0b20281bcc</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/9cd9ad7659f05f0455488e4b6f099b0c1c8ec5bc</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9cd9ad7659f05f0455488e4b6f099b0c1c8ec5bc</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9cd9ad7659f05f0455488e4b6f099b0c1c8ec5bc</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9cd9ad7659f05f0455488e4b6f099b0c1c8ec5bc/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0759a159d55c8615b8202b917018c8ef07097aa1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0759a159d55c8615b8202b917018c8ef07097aa1</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0759a159d55c8615b8202b917018c8ef07097aa1</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213</th>\n",
+       "      <td>e807c83dd9fd414c5813699fb5fdf38b47815f07</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZTgwN2M4M2RkOWZkNDE0YzU4MTM2OTlmYjVmZGYzOGI0NzgxNWYwNw==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-10-19T12:50:05Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2016-10-19T12:50:05Z</td>\n",
+       "      <td>Merge pull request #79 from ANHIG/3260\\n\\nIPD-IMGT/HLA Release 3.26.0</td>\n",
+       "      <td>260ea446a5017ee860e6602ee23c59c584e703e6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/260ea446a5017ee860e6602ee23c59c584e703e6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/e807c83dd9fd414c5813699fb5fdf38b47815f07</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e807c83dd9fd414c5813699fb5fdf38b47815f07</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e807c83dd9fd414c5813699fb5fdf38b47815f07</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e807c83dd9fd414c5813699fb5fdf38b47815f07/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>d84ea6e84c9c8a27334b9a4425bd72852b8f2db8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d84ea6e84c9c8a27334b9a4425bd72852b8f2db8</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d84ea6e84c9c8a27334b9a4425bd72852b8f2db8</td>\n",
+       "      <td>9cd9ad7659f05f0455488e4b6f099b0c1c8ec5bc</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9cd9ad7659f05f0455488e4b6f099b0c1c8ec5bc</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9cd9ad7659f05f0455488e4b6f099b0c1c8ec5bc</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214</th>\n",
+       "      <td>9058bc22aeb92d1a949f5b4deb7a60a9397223af</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OTA1OGJjMjJhZWI5MmQxYTk0OWY1YjRkZWI3YTYwYTkzOTcyMjNhZg==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-10-20T13:25:53Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-10-20T13:25:53Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.26.0 Update\\n\\nInclusion of gene number in file names  of some class II files for\\nconsistency i.e. DPA1 and not DPA.\\n\\nThree allele entries were missing from the A_gen.txt file but present\\nin other genomic file formats; A*31:01:24, A*32:01:24, A*68:01:24.</td>\n",
+       "      <td>73ae3a7f7b4bbd6e0284300fdf725fd9699b5f46</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/73ae3a7f7b4bbd6e0284300fdf725fd9699b5f46</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/9058bc22aeb92d1a949f5b4deb7a60a9397223af</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9058bc22aeb92d1a949f5b4deb7a60a9397223af</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9058bc22aeb92d1a949f5b4deb7a60a9397223af</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9058bc22aeb92d1a949f5b4deb7a60a9397223af/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>9cd9ad7659f05f0455488e4b6f099b0c1c8ec5bc</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9cd9ad7659f05f0455488e4b6f099b0c1c8ec5bc</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9cd9ad7659f05f0455488e4b6f099b0c1c8ec5bc</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215</th>\n",
+       "      <td>e873c7e5932069f9ce4bbede9126a059c13a4aa1</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZTg3M2M3ZTU5MzIwNjlmOWNlNGJiZWRlOTEyNmEwNTljMTNhNGFhMQ==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-10-20T13:51:40Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2016-10-20T13:51:40Z</td>\n",
+       "      <td>Merge pull request #82 from ANHIG/3260\\n\\nIPD-IMGT/HLA Release 3.26.0 Update</td>\n",
+       "      <td>a944b7319da59ed0bd84fd5c62dd8b99c7a25c78</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/a944b7319da59ed0bd84fd5c62dd8b99c7a25c78</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/e873c7e5932069f9ce4bbede9126a059c13a4aa1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e873c7e5932069f9ce4bbede9126a059c13a4aa1</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e873c7e5932069f9ce4bbede9126a059c13a4aa1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e873c7e5932069f9ce4bbede9126a059c13a4aa1/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>e807c83dd9fd414c5813699fb5fdf38b47815f07</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e807c83dd9fd414c5813699fb5fdf38b47815f07</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e807c83dd9fd414c5813699fb5fdf38b47815f07</td>\n",
+       "      <td>9058bc22aeb92d1a949f5b4deb7a60a9397223af</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9058bc22aeb92d1a949f5b4deb7a60a9397223af</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9058bc22aeb92d1a949f5b4deb7a60a9397223af</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>216</th>\n",
+       "      <td>673c18ede6be55c414166826f9b9f293aac4d712</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NjczYzE4ZWRlNmJlNTVjNDE0MTY2ODI2ZjliOWYyOTNhYWM0ZDcxMg==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-10-25T14:22:51Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-10-25T14:22:51Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.2.0 XML Update\\n\\nThe accession number of the HLA-DQA1 reference allele was omitted from\\na number of entries</td>\n",
+       "      <td>58667295d99d6fa14c1b458544c4eb56e025d033</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/58667295d99d6fa14c1b458544c4eb56e025d033</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/673c18ede6be55c414166826f9b9f293aac4d712</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/673c18ede6be55c414166826f9b9f293aac4d712</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/673c18ede6be55c414166826f9b9f293aac4d712</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/673c18ede6be55c414166826f9b9f293aac4d712/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>9058bc22aeb92d1a949f5b4deb7a60a9397223af</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9058bc22aeb92d1a949f5b4deb7a60a9397223af</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9058bc22aeb92d1a949f5b4deb7a60a9397223af</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>217</th>\n",
+       "      <td>54cd66001c3ea5ef9d1b8d00d7182b8878dd7ce3</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NTRjZDY2MDAxYzNlYTVlZjlkMWI4ZDAwZDcxODJiODg3OGRkN2NlMw==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-10-25T14:23:15Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2016-10-25T14:23:15Z</td>\n",
+       "      <td>Merge pull request #83 from ANHIG/3260\\n\\nIPD-IMGT/HLA Release 3.2.0 XML Update</td>\n",
+       "      <td>fc4c36b6bb6c5a12191b7e132c5a6e7f2c4f9b3a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/fc4c36b6bb6c5a12191b7e132c5a6e7f2c4f9b3a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/54cd66001c3ea5ef9d1b8d00d7182b8878dd7ce3</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/54cd66001c3ea5ef9d1b8d00d7182b8878dd7ce3</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/54cd66001c3ea5ef9d1b8d00d7182b8878dd7ce3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/54cd66001c3ea5ef9d1b8d00d7182b8878dd7ce3/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>e873c7e5932069f9ce4bbede9126a059c13a4aa1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e873c7e5932069f9ce4bbede9126a059c13a4aa1</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e873c7e5932069f9ce4bbede9126a059c13a4aa1</td>\n",
+       "      <td>673c18ede6be55c414166826f9b9f293aac4d712</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/673c18ede6be55c414166826f9b9f293aac4d712</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/673c18ede6be55c414166826f9b9f293aac4d712</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>218</th>\n",
+       "      <td>997b91b4b9f7bce0b2864a53fea8c597ce856560</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OTk3YjkxYjRiOWY3YmNlMGIyODY0YTUzZmVhOGM1OTdjZTg1NjU2MA==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-10-26T14:33:37Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-10-26T14:33:37Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.2.0 XML Update\\n\\nRemoval of non-ascii character</td>\n",
+       "      <td>aa09ddf50d18b1a57d67d62283066db5995f8016</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/aa09ddf50d18b1a57d67d62283066db5995f8016</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/997b91b4b9f7bce0b2864a53fea8c597ce856560</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/997b91b4b9f7bce0b2864a53fea8c597ce856560</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/997b91b4b9f7bce0b2864a53fea8c597ce856560</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/997b91b4b9f7bce0b2864a53fea8c597ce856560/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>673c18ede6be55c414166826f9b9f293aac4d712</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/673c18ede6be55c414166826f9b9f293aac4d712</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/673c18ede6be55c414166826f9b9f293aac4d712</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>219</th>\n",
+       "      <td>2c445fbe6910e47d2b452a2000da512c806d399c</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MmM0NDVmYmU2OTEwZTQ3ZDJiNDUyYTIwMDBkYTUxMmM4MDZkMzk5Yw==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-10-26T15:04:59Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2016-10-26T15:04:59Z</td>\n",
+       "      <td>Merge pull request #84 from ANHIG/3260\\n\\nIPD-IMGT/HLA Release 3.2.0 XML Update</td>\n",
+       "      <td>99ab1a67d463acce1059f99fff46dc719f9d3596</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/99ab1a67d463acce1059f99fff46dc719f9d3596</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/2c445fbe6910e47d2b452a2000da512c806d399c</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2c445fbe6910e47d2b452a2000da512c806d399c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2c445fbe6910e47d2b452a2000da512c806d399c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2c445fbe6910e47d2b452a2000da512c806d399c/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>54cd66001c3ea5ef9d1b8d00d7182b8878dd7ce3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/54cd66001c3ea5ef9d1b8d00d7182b8878dd7ce3</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/54cd66001c3ea5ef9d1b8d00d7182b8878dd7ce3</td>\n",
+       "      <td>997b91b4b9f7bce0b2864a53fea8c597ce856560</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/997b91b4b9f7bce0b2864a53fea8c597ce856560</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/997b91b4b9f7bce0b2864a53fea8c597ce856560</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220</th>\n",
+       "      <td>cb93364422d93a620d10f3c0570236f924cb8535</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Y2I5MzM2NDQyMmQ5M2E2MjBkMTBmM2MwNTcwMjM2ZjkyNGNiODUzNQ==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-11-08T16:10:36Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-11-08T16:10:36Z</td>\n",
+       "      <td>Release IPD-IMGT/HLA 3.26.0.0.1\\n\\nThe sequence of the B*35:40N was updated to remove an ’N’ in the intron\\n5 sequence, and replace this with a ‘C’</td>\n",
+       "      <td>6676f22fb160f530aa81cafab386ffd31098b2d3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/6676f22fb160f530aa81cafab386ffd31098b2d3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/cb93364422d93a620d10f3c0570236f924cb8535</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cb93364422d93a620d10f3c0570236f924cb8535</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cb93364422d93a620d10f3c0570236f924cb8535</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cb93364422d93a620d10f3c0570236f924cb8535/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>997b91b4b9f7bce0b2864a53fea8c597ce856560</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/997b91b4b9f7bce0b2864a53fea8c597ce856560</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/997b91b4b9f7bce0b2864a53fea8c597ce856560</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221</th>\n",
+       "      <td>32e0c9b2fe09f08ea4f0edd957e52c895121f469</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MzJlMGM5YjJmZTA5ZjA4ZWE0ZjBlZGQ5NTdlNTJjODk1MTIxZjQ2OQ==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-11-08T16:11:34Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2016-11-08T16:11:34Z</td>\n",
+       "      <td>Merge pull request #85 from ANHIG/3260\\n\\nRelease IPD-IMGT/HLA 3.26.0.1</td>\n",
+       "      <td>8963b7037766545d539f546c125b3d8bba90ea1b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/8963b7037766545d539f546c125b3d8bba90ea1b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/32e0c9b2fe09f08ea4f0edd957e52c895121f469</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/32e0c9b2fe09f08ea4f0edd957e52c895121f469</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/32e0c9b2fe09f08ea4f0edd957e52c895121f469</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/32e0c9b2fe09f08ea4f0edd957e52c895121f469/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>2c445fbe6910e47d2b452a2000da512c806d399c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2c445fbe6910e47d2b452a2000da512c806d399c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2c445fbe6910e47d2b452a2000da512c806d399c</td>\n",
+       "      <td>cb93364422d93a620d10f3c0570236f924cb8535</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cb93364422d93a620d10f3c0570236f924cb8535</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cb93364422d93a620d10f3c0570236f924cb8535</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>222</th>\n",
+       "      <td>73efa769148f11d4d7c7aa1ea1076695318532d1</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NzNlZmE3NjkxNDhmMTFkNGQ3YzdhYTFlYTEwNzY2OTUzMTg1MzJkMQ==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-11-16T13:50:09Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-11-16T13:50:09Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.26.0.1\\n\\nReinstatement of DPB1 and DPB2 genomic sequences to the hla_gen.fasta\\nfiles, which hold all genomic sequences.</td>\n",
+       "      <td>8c4cd7910fffcdbe5c99f28de59cc077a39cd789</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/8c4cd7910fffcdbe5c99f28de59cc077a39cd789</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/73efa769148f11d4d7c7aa1ea1076695318532d1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/73efa769148f11d4d7c7aa1ea1076695318532d1</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/73efa769148f11d4d7c7aa1ea1076695318532d1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/73efa769148f11d4d7c7aa1ea1076695318532d1/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>cb93364422d93a620d10f3c0570236f924cb8535</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cb93364422d93a620d10f3c0570236f924cb8535</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cb93364422d93a620d10f3c0570236f924cb8535</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223</th>\n",
+       "      <td>a31926c9f4ad39e4459965fee193c17d06afec9f</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YTMxOTI2YzlmNGFkMzllNDQ1OTk2NWZlZTE5M2MxN2QwNmFmZWM5Zg==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-11-16T13:51:23Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-11-16T13:51:23Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.26.0.1\\n\\nReinstatement of DPB1 and DPB2 genomic sequences to the hla_gen.fasta\\nfiles, which hold all genomic sequences.</td>\n",
+       "      <td>30f6b9cba396acf3ebae44531e6194bb42ab1a2a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/30f6b9cba396acf3ebae44531e6194bb42ab1a2a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/a31926c9f4ad39e4459965fee193c17d06afec9f</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a31926c9f4ad39e4459965fee193c17d06afec9f</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a31926c9f4ad39e4459965fee193c17d06afec9f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a31926c9f4ad39e4459965fee193c17d06afec9f/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>73efa769148f11d4d7c7aa1ea1076695318532d1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/73efa769148f11d4d7c7aa1ea1076695318532d1</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/73efa769148f11d4d7c7aa1ea1076695318532d1</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224</th>\n",
+       "      <td>d3b559b34b96ff9e7f0d97476222d8e4cdee63ad</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZDNiNTU5YjM0Yjk2ZmY5ZTdmMGQ5NzQ3NjIyMmQ4ZTRjZGVlNjNhZA==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-11-16T13:52:40Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2016-11-16T13:52:40Z</td>\n",
+       "      <td>Merge pull request #86 from ANHIG/3260\\n\\nIPD-IMGT/HLA Release 3.26.0.1</td>\n",
+       "      <td>75a4f65852e184ed9310ff32c8b7305491fbc024</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/75a4f65852e184ed9310ff32c8b7305491fbc024</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/d3b559b34b96ff9e7f0d97476222d8e4cdee63ad</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d3b559b34b96ff9e7f0d97476222d8e4cdee63ad</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d3b559b34b96ff9e7f0d97476222d8e4cdee63ad</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d3b559b34b96ff9e7f0d97476222d8e4cdee63ad/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>32e0c9b2fe09f08ea4f0edd957e52c895121f469</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/32e0c9b2fe09f08ea4f0edd957e52c895121f469</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/32e0c9b2fe09f08ea4f0edd957e52c895121f469</td>\n",
+       "      <td>a31926c9f4ad39e4459965fee193c17d06afec9f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a31926c9f4ad39e4459965fee193c17d06afec9f</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a31926c9f4ad39e4459965fee193c17d06afec9f</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>225</th>\n",
+       "      <td>6623bdd487a43b48df15f4c2b4340858b6fa8638</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NjYyM2JkZDQ4N2E0M2I0OGRmMTVmNGMyYjQzNDA4NThiNmZhODYzOA==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-11-16T14:06:46Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-11-16T14:06:46Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.26.0.1\\n\\nE*01:01:01:06 and E*01:01:01:07 correctly added to E*01:01:01G in\\nhla_nomg_g.txt file.</td>\n",
+       "      <td>671451574c1d9a1dae1abfb08705f39411df4095</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/671451574c1d9a1dae1abfb08705f39411df4095</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/6623bdd487a43b48df15f4c2b4340858b6fa8638</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6623bdd487a43b48df15f4c2b4340858b6fa8638</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6623bdd487a43b48df15f4c2b4340858b6fa8638</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6623bdd487a43b48df15f4c2b4340858b6fa8638/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>a31926c9f4ad39e4459965fee193c17d06afec9f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a31926c9f4ad39e4459965fee193c17d06afec9f</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a31926c9f4ad39e4459965fee193c17d06afec9f</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>226</th>\n",
+       "      <td>dc30eaa5e37a87beb406cb7eded516d74ae32097</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZGMzMGVhYTVlMzdhODdiZWI0MDZjYjdlZGVkNTE2ZDc0YWUzMjA5Nw==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-11-30T13:57:15Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-11-30T13:57:15Z</td>\n",
+       "      <td>Release IPD-IMGT/HLA 3.26.0.0.1\\n\\nAddition of A*03:02:12 to Deleted Alleles list.</td>\n",
+       "      <td>4e04230e1d45f74913f9babe2dea879744ac1026</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/4e04230e1d45f74913f9babe2dea879744ac1026</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/dc30eaa5e37a87beb406cb7eded516d74ae32097</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/dc30eaa5e37a87beb406cb7eded516d74ae32097</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/dc30eaa5e37a87beb406cb7eded516d74ae32097</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/dc30eaa5e37a87beb406cb7eded516d74ae32097/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>6623bdd487a43b48df15f4c2b4340858b6fa8638</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6623bdd487a43b48df15f4c2b4340858b6fa8638</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6623bdd487a43b48df15f4c2b4340858b6fa8638</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>227</th>\n",
+       "      <td>a1839ca903eecc64a9e8a8fc611ea2b5acf9b77c</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YTE4MzljYTkwM2VlY2M2NGE5ZThhOGZjNjExZWEyYjVhY2Y5Yjc3Yw==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2016-11-30T13:58:27Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2016-11-30T13:58:27Z</td>\n",
+       "      <td>Merge pull request #87 from ANHIG/3260\\n\\n3260</td>\n",
+       "      <td>ae3cbfb13449efe47e86d172ba8508cb57be66e7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/ae3cbfb13449efe47e86d172ba8508cb57be66e7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/a1839ca903eecc64a9e8a8fc611ea2b5acf9b77c</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a1839ca903eecc64a9e8a8fc611ea2b5acf9b77c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a1839ca903eecc64a9e8a8fc611ea2b5acf9b77c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a1839ca903eecc64a9e8a8fc611ea2b5acf9b77c/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>d3b559b34b96ff9e7f0d97476222d8e4cdee63ad</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d3b559b34b96ff9e7f0d97476222d8e4cdee63ad</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d3b559b34b96ff9e7f0d97476222d8e4cdee63ad</td>\n",
+       "      <td>dc30eaa5e37a87beb406cb7eded516d74ae32097</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/dc30eaa5e37a87beb406cb7eded516d74ae32097</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/dc30eaa5e37a87beb406cb7eded516d74ae32097</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228</th>\n",
+       "      <td>16372613782964481372e0e17050caa66f325a55</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MTYzNzI2MTM3ODI5NjQ0ODEzNzJlMGUxNzA1MGNhYTY2ZjMyNWE1NQ==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-01-20T08:59:20Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-01-20T08:59:20Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.27.0\\n\\nFiles for IPD-IMGT/HLA Release 3.27.0</td>\n",
+       "      <td>703788356ffaa43e7226ac0861b5ac7a2973cef2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/703788356ffaa43e7226ac0861b5ac7a2973cef2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/16372613782964481372e0e17050caa66f325a55</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/16372613782964481372e0e17050caa66f325a55</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/16372613782964481372e0e17050caa66f325a55</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/16372613782964481372e0e17050caa66f325a55/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>dc30eaa5e37a87beb406cb7eded516d74ae32097</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/dc30eaa5e37a87beb406cb7eded516d74ae32097</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/dc30eaa5e37a87beb406cb7eded516d74ae32097</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229</th>\n",
+       "      <td>c5d9c0b8986ebba78115b8d2978420062a4a8d72</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YzVkOWMwYjg5ODZlYmJhNzgxMTViOGQyOTc4NDIwMDYyYTRhOGQ3Mg==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-01-20T10:51:37Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2017-01-20T10:51:37Z</td>\n",
+       "      <td>Merge pull request #90 from ANHIG/3270\\n\\nIPD-IMGT/HLA Release 3.27.0</td>\n",
+       "      <td>703788356ffaa43e7226ac0861b5ac7a2973cef2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/703788356ffaa43e7226ac0861b5ac7a2973cef2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/c5d9c0b8986ebba78115b8d2978420062a4a8d72</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c5d9c0b8986ebba78115b8d2978420062a4a8d72</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c5d9c0b8986ebba78115b8d2978420062a4a8d72</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c5d9c0b8986ebba78115b8d2978420062a4a8d72/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>a1839ca903eecc64a9e8a8fc611ea2b5acf9b77c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a1839ca903eecc64a9e8a8fc611ea2b5acf9b77c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a1839ca903eecc64a9e8a8fc611ea2b5acf9b77c</td>\n",
+       "      <td>16372613782964481372e0e17050caa66f325a55</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/16372613782964481372e0e17050caa66f325a55</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/16372613782964481372e0e17050caa66f325a55</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230</th>\n",
+       "      <td>d67374ac2e2935ea39591034bb2013cb275706a9</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZDY3Mzc0YWMyZTI5MzVlYTM5NTkxMDM0YmIyMDEzY2IyNzU3MDZhOQ==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-01-20T13:29:32Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-01-20T13:29:32Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.27.0\\n\\nFiles for IPD-IMGT/HLA Release 3.27.0</td>\n",
+       "      <td>3e6d9995a037dfceafd48f0daede9721129a7e23</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/3e6d9995a037dfceafd48f0daede9721129a7e23</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/d67374ac2e2935ea39591034bb2013cb275706a9</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d67374ac2e2935ea39591034bb2013cb275706a9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d67374ac2e2935ea39591034bb2013cb275706a9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d67374ac2e2935ea39591034bb2013cb275706a9/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>16372613782964481372e0e17050caa66f325a55</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/16372613782964481372e0e17050caa66f325a55</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/16372613782964481372e0e17050caa66f325a55</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231</th>\n",
+       "      <td>b1acc3d89cab4617a30a04874853a902ac7c9927</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YjFhY2MzZDg5Y2FiNDYxN2EzMGEwNDg3NDg1M2E5MDJhYzdjOTkyNw==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-01-20T13:30:07Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2017-01-20T13:30:07Z</td>\n",
+       "      <td>Merge pull request #91 from ANHIG/3270\\n\\nIPD-IMGT/HLA Release 3.27.0</td>\n",
+       "      <td>3e6d9995a037dfceafd48f0daede9721129a7e23</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/3e6d9995a037dfceafd48f0daede9721129a7e23</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/b1acc3d89cab4617a30a04874853a902ac7c9927</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b1acc3d89cab4617a30a04874853a902ac7c9927</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b1acc3d89cab4617a30a04874853a902ac7c9927</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b1acc3d89cab4617a30a04874853a902ac7c9927/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>c5d9c0b8986ebba78115b8d2978420062a4a8d72</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c5d9c0b8986ebba78115b8d2978420062a4a8d72</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c5d9c0b8986ebba78115b8d2978420062a4a8d72</td>\n",
+       "      <td>d67374ac2e2935ea39591034bb2013cb275706a9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d67374ac2e2935ea39591034bb2013cb275706a9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d67374ac2e2935ea39591034bb2013cb275706a9</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232</th>\n",
+       "      <td>772825eca8db8262af6d7d274dec7f8c4d8c94f1</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NzcyODI1ZWNhOGRiODI2MmFmNmQ3ZDI3NGRlYzdmOGM0ZDhjOTRmMQ==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-01-23T17:19:34Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-01-23T17:19:34Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.27.0\\n\\nFiles for IPD-IMGT/HLA Release 3.27.0, includes amending lowercase ‘g’\\nt ‘G’ at start of B*15:11:01 gDNA sequence</td>\n",
+       "      <td>720e508a72cd0b68a38dceba128d2960bdc0419c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/720e508a72cd0b68a38dceba128d2960bdc0419c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/772825eca8db8262af6d7d274dec7f8c4d8c94f1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/772825eca8db8262af6d7d274dec7f8c4d8c94f1</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/772825eca8db8262af6d7d274dec7f8c4d8c94f1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/772825eca8db8262af6d7d274dec7f8c4d8c94f1/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>d67374ac2e2935ea39591034bb2013cb275706a9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d67374ac2e2935ea39591034bb2013cb275706a9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d67374ac2e2935ea39591034bb2013cb275706a9</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233</th>\n",
+       "      <td>221fc90fc6594eda4b5b0771adcdccd10b679393</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MjIxZmM5MGZjNjU5NGVkYTRiNWIwNzcxYWRjZGNjZDEwYjY3OTM5Mw==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-01-23T17:24:05Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2017-01-23T17:24:05Z</td>\n",
+       "      <td>Merge pull request #92 from ANHIG/3270\\n\\nIPD-IMGT/HLA Release 3.27.0</td>\n",
+       "      <td>720e508a72cd0b68a38dceba128d2960bdc0419c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/720e508a72cd0b68a38dceba128d2960bdc0419c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/221fc90fc6594eda4b5b0771adcdccd10b679393</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/221fc90fc6594eda4b5b0771adcdccd10b679393</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/221fc90fc6594eda4b5b0771adcdccd10b679393</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/221fc90fc6594eda4b5b0771adcdccd10b679393/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>b1acc3d89cab4617a30a04874853a902ac7c9927</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b1acc3d89cab4617a30a04874853a902ac7c9927</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b1acc3d89cab4617a30a04874853a902ac7c9927</td>\n",
+       "      <td>772825eca8db8262af6d7d274dec7f8c4d8c94f1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/772825eca8db8262af6d7d274dec7f8c4d8c94f1</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/772825eca8db8262af6d7d274dec7f8c4d8c94f1</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234</th>\n",
+       "      <td>df4b34350a2ea5ce08f3d7730bda224fece4afb5</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZGY0YjM0MzUwYTJlYTVjZTA4ZjNkNzczMGJkYTIyNGZlY2U0YWZiNQ==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-01-23T18:03:48Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2017-01-23T18:03:48Z</td>\n",
+       "      <td>Delete errant Icon file</td>\n",
+       "      <td>65c66cc514407c53f8465a5ed68f7e18bcc0e26b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/65c66cc514407c53f8465a5ed68f7e18bcc0e26b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/df4b34350a2ea5ce08f3d7730bda224fece4afb5</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/df4b34350a2ea5ce08f3d7730bda224fece4afb5</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/df4b34350a2ea5ce08f3d7730bda224fece4afb5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/df4b34350a2ea5ce08f3d7730bda224fece4afb5/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>221fc90fc6594eda4b5b0771adcdccd10b679393</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/221fc90fc6594eda4b5b0771adcdccd10b679393</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/221fc90fc6594eda4b5b0771adcdccd10b679393</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235</th>\n",
+       "      <td>324f734c75dcdc51907ec293fbb2791fdf32da59</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MzI0ZjczNGM3NWRjZGM1MTkwN2VjMjkzZmJiMjc5MWZkZjMyZGE1OQ==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-01-23T18:04:19Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2017-01-23T18:04:19Z</td>\n",
+       "      <td>Delete Icon</td>\n",
+       "      <td>65c66cc514407c53f8465a5ed68f7e18bcc0e26b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/65c66cc514407c53f8465a5ed68f7e18bcc0e26b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/324f734c75dcdc51907ec293fbb2791fdf32da59</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/324f734c75dcdc51907ec293fbb2791fdf32da59</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/324f734c75dcdc51907ec293fbb2791fdf32da59</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/324f734c75dcdc51907ec293fbb2791fdf32da59/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>772825eca8db8262af6d7d274dec7f8c4d8c94f1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/772825eca8db8262af6d7d274dec7f8c4d8c94f1</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/772825eca8db8262af6d7d274dec7f8c4d8c94f1</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>236</th>\n",
+       "      <td>38c516e7c81ec1e13f622748fc2d5290ca2aaf57</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MzhjNTE2ZTdjODFlYzFlMTNmNjIyNzQ4ZmMyZDUyOTBjYTJhYWY1Nw==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-01-25T13:00:32Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-01-25T13:00:35Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.27.0\\n\\nClass I alignment corrected for HLA-B and HLA-C, which had an extra\\ninsertion compared to HLA-A.</td>\n",
+       "      <td>9d9f48c7223a4d434077f83bbcc3b847e2185a6b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/9d9f48c7223a4d434077f83bbcc3b847e2185a6b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/38c516e7c81ec1e13f622748fc2d5290ca2aaf57</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/38c516e7c81ec1e13f622748fc2d5290ca2aaf57</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/38c516e7c81ec1e13f622748fc2d5290ca2aaf57</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/38c516e7c81ec1e13f622748fc2d5290ca2aaf57/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>324f734c75dcdc51907ec293fbb2791fdf32da59</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/324f734c75dcdc51907ec293fbb2791fdf32da59</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/324f734c75dcdc51907ec293fbb2791fdf32da59</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237</th>\n",
+       "      <td>d41d8b49df8ed0dbe3f49f468aa90b36a89fa63f</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZDQxZDhiNDlkZjhlZDBkYmUzZjQ5ZjQ2OGFhOTBiMzZhODlmYTYzZg==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-01-25T13:01:05Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2017-01-25T13:01:05Z</td>\n",
+       "      <td>Merge pull request #97 from ANHIG/3270\\n\\n3270</td>\n",
+       "      <td>9d9f48c7223a4d434077f83bbcc3b847e2185a6b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/9d9f48c7223a4d434077f83bbcc3b847e2185a6b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/d41d8b49df8ed0dbe3f49f468aa90b36a89fa63f</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d41d8b49df8ed0dbe3f49f468aa90b36a89fa63f</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d41d8b49df8ed0dbe3f49f468aa90b36a89fa63f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d41d8b49df8ed0dbe3f49f468aa90b36a89fa63f/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>df4b34350a2ea5ce08f3d7730bda224fece4afb5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/df4b34350a2ea5ce08f3d7730bda224fece4afb5</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/df4b34350a2ea5ce08f3d7730bda224fece4afb5</td>\n",
+       "      <td>38c516e7c81ec1e13f622748fc2d5290ca2aaf57</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/38c516e7c81ec1e13f622748fc2d5290ca2aaf57</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/38c516e7c81ec1e13f622748fc2d5290ca2aaf57</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238</th>\n",
+       "      <td>0036fd5b0d5dc26d6b40a558fe4b06a95e01a7ef</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDAzNmZkNWIwZDVkYzI2ZDZiNDBhNTU4ZmU0YjA2YTk1ZTAxYTdlZg==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-01-26T11:32:38Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-01-26T11:32:38Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.27.0\\n\\nCorrection of spelling in README.md</td>\n",
+       "      <td>290e77dbda04d24c943fb98ccfc189815978d979</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/290e77dbda04d24c943fb98ccfc189815978d979</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/0036fd5b0d5dc26d6b40a558fe4b06a95e01a7ef</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0036fd5b0d5dc26d6b40a558fe4b06a95e01a7ef</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0036fd5b0d5dc26d6b40a558fe4b06a95e01a7ef</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0036fd5b0d5dc26d6b40a558fe4b06a95e01a7ef/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>38c516e7c81ec1e13f622748fc2d5290ca2aaf57</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/38c516e7c81ec1e13f622748fc2d5290ca2aaf57</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/38c516e7c81ec1e13f622748fc2d5290ca2aaf57</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>239</th>\n",
+       "      <td>481f95db5848a427bce0f863816e3c804ab2f667</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NDgxZjk1ZGI1ODQ4YTQyN2JjZTBmODYzODE2ZTNjODA0YWIyZjY2Nw==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-01-26T15:07:16Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-01-26T15:07:16Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.27.0\\n\\nUpdates to the HLA-B and HLA-C genomic sequences due to the omission of\\nB*42:02:01:01 and C*12:02:01:01 and truncation of B*39:01:01:03 and\\nB*58:01:01:01.</td>\n",
+       "      <td>381cc9246054a12316c5dce70b0fad71f5a84fb1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/381cc9246054a12316c5dce70b0fad71f5a84fb1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/481f95db5848a427bce0f863816e3c804ab2f667</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/481f95db5848a427bce0f863816e3c804ab2f667</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/481f95db5848a427bce0f863816e3c804ab2f667</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/481f95db5848a427bce0f863816e3c804ab2f667/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0036fd5b0d5dc26d6b40a558fe4b06a95e01a7ef</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0036fd5b0d5dc26d6b40a558fe4b06a95e01a7ef</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0036fd5b0d5dc26d6b40a558fe4b06a95e01a7ef</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>240</th>\n",
+       "      <td>785d25ca252c14d915b9847577b9b1e987909572</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Nzg1ZDI1Y2EyNTJjMTRkOTE1Yjk4NDc1NzdiOWIxZTk4NzkwOTU3Mg==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-01-27T10:30:26Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-01-27T10:30:26Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.27.0\\n\\nAddition of README.md to WMDA directory</td>\n",
+       "      <td>3d10f9ba79eecc49eb55120d2716da281e3ed981</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/3d10f9ba79eecc49eb55120d2716da281e3ed981</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/785d25ca252c14d915b9847577b9b1e987909572</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/785d25ca252c14d915b9847577b9b1e987909572</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/785d25ca252c14d915b9847577b9b1e987909572/comments</td>\n",
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+       "      <td></td>\n",
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+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>481f95db5848a427bce0f863816e3c804ab2f667</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/481f95db5848a427bce0f863816e3c804ab2f667</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/481f95db5848a427bce0f863816e3c804ab2f667</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241</th>\n",
+       "      <td>44e751fd95e7466f29e1890e9cb907a8fe5406ba</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NDRlNzUxZmQ5NWU3NDY2ZjI5ZTE4OTBlOWNiOTA3YThmZTU0MDZiYQ==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-01-27T10:34:00Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-01-27T10:34:00Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.27.0\\n\\nAddition of README.md to WMDA directory</td>\n",
+       "      <td>bcb552e78c57fc593d1a14882b770feb882cdf53</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/bcb552e78c57fc593d1a14882b770feb882cdf53</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/44e751fd95e7466f29e1890e9cb907a8fe5406ba</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/44e751fd95e7466f29e1890e9cb907a8fe5406ba</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/44e751fd95e7466f29e1890e9cb907a8fe5406ba</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/44e751fd95e7466f29e1890e9cb907a8fe5406ba/comments</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>785d25ca252c14d915b9847577b9b1e987909572</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/785d25ca252c14d915b9847577b9b1e987909572</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/785d25ca252c14d915b9847577b9b1e987909572</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242</th>\n",
+       "      <td>814e16d51b800a14a3ca90c394df84d90cc8c24d</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ODE0ZTE2ZDUxYjgwMGExNGEzY2E5MGMzOTRkZjg0ZDkwY2M4YzI0ZA==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-01-27T12:02:40Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-01-27T12:02:40Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.27.0\\n\\nUpdates to the HLA-B genomic sequences due to the omission of\\nB*35:40N.</td>\n",
+       "      <td>8144c56677fbb25c50a975eb022d2bb0db8732c0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/8144c56677fbb25c50a975eb022d2bb0db8732c0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/814e16d51b800a14a3ca90c394df84d90cc8c24d</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/814e16d51b800a14a3ca90c394df84d90cc8c24d</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/814e16d51b800a14a3ca90c394df84d90cc8c24d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/814e16d51b800a14a3ca90c394df84d90cc8c24d/comments</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td></td>\n",
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+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>44e751fd95e7466f29e1890e9cb907a8fe5406ba</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/44e751fd95e7466f29e1890e9cb907a8fe5406ba</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/44e751fd95e7466f29e1890e9cb907a8fe5406ba</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243</th>\n",
+       "      <td>c36e0c7ab391a1f313b1ddc5058c8677f2d170ae</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YzM2ZTBjN2FiMzkxYTFmMzEzYjFkZGM1MDU4Yzg2NzdmMmQxNzBhZQ==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-01-27T15:44:02Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2017-01-27T15:44:02Z</td>\n",
+       "      <td>Merge pull request #99 from ANHIG/3270\\n\\n3270</td>\n",
+       "      <td>8144c56677fbb25c50a975eb022d2bb0db8732c0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/8144c56677fbb25c50a975eb022d2bb0db8732c0</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c36e0c7ab391a1f313b1ddc5058c8677f2d170ae</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c36e0c7ab391a1f313b1ddc5058c8677f2d170ae</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c36e0c7ab391a1f313b1ddc5058c8677f2d170ae/comments</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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+       "      <td>web-flow</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>d41d8b49df8ed0dbe3f49f468aa90b36a89fa63f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d41d8b49df8ed0dbe3f49f468aa90b36a89fa63f</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d41d8b49df8ed0dbe3f49f468aa90b36a89fa63f</td>\n",
+       "      <td>814e16d51b800a14a3ca90c394df84d90cc8c24d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/814e16d51b800a14a3ca90c394df84d90cc8c24d</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/814e16d51b800a14a3ca90c394df84d90cc8c24d</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244</th>\n",
+       "      <td>7c558d92c641955ce1f03be38e95057cc47ddeea</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6N2M1NThkOTJjNjQxOTU1Y2UxZjAzYmUzOGU5NTA1N2NjNDdkZGVlYQ==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-02-17T11:22:46Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-02-17T11:22:46Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.27.0\\n\\nUpdates to the HLA-C and HLA-DQB1 genomic sequences to address issues\\nwith C*12:02:02 and DQB1*04:02:01:01</td>\n",
+       "      <td>8a28b3bca8594ade53f114656e769743eb7540d3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/8a28b3bca8594ade53f114656e769743eb7540d3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/7c558d92c641955ce1f03be38e95057cc47ddeea</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7c558d92c641955ce1f03be38e95057cc47ddeea</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7c558d92c641955ce1f03be38e95057cc47ddeea</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7c558d92c641955ce1f03be38e95057cc47ddeea/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>814e16d51b800a14a3ca90c394df84d90cc8c24d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/814e16d51b800a14a3ca90c394df84d90cc8c24d</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/814e16d51b800a14a3ca90c394df84d90cc8c24d</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245</th>\n",
+       "      <td>2035667b138c8149538a64cc0870ec8bdb7da3f9</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MjAzNTY2N2IxMzhjODE0OTUzOGE2NGNjMDg3MGVjOGJkYjdkYTNmOQ==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-02-17T11:23:57Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2017-02-17T11:23:57Z</td>\n",
+       "      <td>Merge pull request #100 from ANHIG/3270\\n\\nIPD-IMGT/HLA Release 3.27.0</td>\n",
+       "      <td>8a28b3bca8594ade53f114656e769743eb7540d3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/8a28b3bca8594ade53f114656e769743eb7540d3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/2035667b138c8149538a64cc0870ec8bdb7da3f9</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2035667b138c8149538a64cc0870ec8bdb7da3f9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2035667b138c8149538a64cc0870ec8bdb7da3f9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2035667b138c8149538a64cc0870ec8bdb7da3f9/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>c36e0c7ab391a1f313b1ddc5058c8677f2d170ae</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c36e0c7ab391a1f313b1ddc5058c8677f2d170ae</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c36e0c7ab391a1f313b1ddc5058c8677f2d170ae</td>\n",
+       "      <td>7c558d92c641955ce1f03be38e95057cc47ddeea</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7c558d92c641955ce1f03be38e95057cc47ddeea</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7c558d92c641955ce1f03be38e95057cc47ddeea</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246</th>\n",
+       "      <td>fdfbacb192894a95177245e08264d591d3980725</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZmRmYmFjYjE5Mjg5NGE5NTE3NzI0NWUwODI2NGQ1OTFkMzk4MDcyNQ==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-03-09T14:30:23Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2017-03-09T14:30:23Z</td>\n",
+       "      <td>Update README.md</td>\n",
+       "      <td>adcfa34d92a4362ff14816af69e13ba33addc2fa</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/adcfa34d92a4362ff14816af69e13ba33addc2fa</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/fdfbacb192894a95177245e08264d591d3980725</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fdfbacb192894a95177245e08264d591d3980725</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/fdfbacb192894a95177245e08264d591d3980725</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fdfbacb192894a95177245e08264d591d3980725/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>7c558d92c641955ce1f03be38e95057cc47ddeea</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7c558d92c641955ce1f03be38e95057cc47ddeea</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7c558d92c641955ce1f03be38e95057cc47ddeea</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247</th>\n",
+       "      <td>2f21b0efa38a21b4f66437181e4337bd7aaa04ab</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MmYyMWIwZWZhMzhhMjFiNGY2NjQzNzE4MWU0MzM3YmQ3YWFhMDRhYg==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-03-09T14:33:14Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2017-03-09T14:33:14Z</td>\n",
+       "      <td>Merge pull request #101 from ANHIG/3270\\n\\nUpdate README.md</td>\n",
+       "      <td>adcfa34d92a4362ff14816af69e13ba33addc2fa</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/adcfa34d92a4362ff14816af69e13ba33addc2fa</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/2f21b0efa38a21b4f66437181e4337bd7aaa04ab</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2f21b0efa38a21b4f66437181e4337bd7aaa04ab</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2f21b0efa38a21b4f66437181e4337bd7aaa04ab</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2f21b0efa38a21b4f66437181e4337bd7aaa04ab/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
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+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>2035667b138c8149538a64cc0870ec8bdb7da3f9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2035667b138c8149538a64cc0870ec8bdb7da3f9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2035667b138c8149538a64cc0870ec8bdb7da3f9</td>\n",
+       "      <td>fdfbacb192894a95177245e08264d591d3980725</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fdfbacb192894a95177245e08264d591d3980725</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/fdfbacb192894a95177245e08264d591d3980725</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248</th>\n",
+       "      <td>f37aec9570a2a6f05cf7341781cadfe1d98a7d7e</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZjM3YWVjOTU3MGEyYTZmMDVjZjczNDE3ODFjYWRmZTFkOThhN2Q3ZQ==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-04-13T11:38:20Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2017-04-13T11:38:20Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.26.0 - XML Patch\\n\\nAdded release number and date to headers of file</td>\n",
+       "      <td>90be1c11b95faa9ef7714b150f5a19e1c02ad6b5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/90be1c11b95faa9ef7714b150f5a19e1c02ad6b5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/f37aec9570a2a6f05cf7341781cadfe1d98a7d7e</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f37aec9570a2a6f05cf7341781cadfe1d98a7d7e</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f37aec9570a2a6f05cf7341781cadfe1d98a7d7e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f37aec9570a2a6f05cf7341781cadfe1d98a7d7e/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>dc30eaa5e37a87beb406cb7eded516d74ae32097</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/dc30eaa5e37a87beb406cb7eded516d74ae32097</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/dc30eaa5e37a87beb406cb7eded516d74ae32097</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249</th>\n",
+       "      <td>abccbbfe6192ad26e04d5392c112e39951eec1aa</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YWJjY2JiZmU2MTkyYWQyNmUwNGQ1MzkyYzExMmUzOTk1MWVlYzFhYQ==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-04-18T09:47:03Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-04-18T09:47:03Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.28.0\\n\\nFiles for IPD-IMGT/HLA Release 3.28.0</td>\n",
+       "      <td>00456164fcd9524ddbf23e35e84f0c99e7430b6e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/00456164fcd9524ddbf23e35e84f0c99e7430b6e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/abccbbfe6192ad26e04d5392c112e39951eec1aa</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/abccbbfe6192ad26e04d5392c112e39951eec1aa</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/abccbbfe6192ad26e04d5392c112e39951eec1aa</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/abccbbfe6192ad26e04d5392c112e39951eec1aa/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>2f21b0efa38a21b4f66437181e4337bd7aaa04ab</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2f21b0efa38a21b4f66437181e4337bd7aaa04ab</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2f21b0efa38a21b4f66437181e4337bd7aaa04ab</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250</th>\n",
+       "      <td>af3948942c421276835dcc20deb6dc88d90a93b5</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YWYzOTQ4OTQyYzQyMTI3NjgzNWRjYzIwZGViNmRjODhkOTBhOTNiNQ==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-04-18T09:48:30Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2017-04-18T09:48:30Z</td>\n",
+       "      <td>Merge pull request #102 from ANHIG/3280\\n\\nIPD-IMGT/HLA Release 3.28.0</td>\n",
+       "      <td>00456164fcd9524ddbf23e35e84f0c99e7430b6e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/00456164fcd9524ddbf23e35e84f0c99e7430b6e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/af3948942c421276835dcc20deb6dc88d90a93b5</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/af3948942c421276835dcc20deb6dc88d90a93b5</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/af3948942c421276835dcc20deb6dc88d90a93b5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/af3948942c421276835dcc20deb6dc88d90a93b5/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>2f21b0efa38a21b4f66437181e4337bd7aaa04ab</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2f21b0efa38a21b4f66437181e4337bd7aaa04ab</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2f21b0efa38a21b4f66437181e4337bd7aaa04ab</td>\n",
+       "      <td>abccbbfe6192ad26e04d5392c112e39951eec1aa</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/abccbbfe6192ad26e04d5392c112e39951eec1aa</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/abccbbfe6192ad26e04d5392c112e39951eec1aa</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251</th>\n",
+       "      <td>72dbd49747c0d01d22bb090d8b847738d4ecd70c</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NzJkYmQ0OTc0N2MwZDAxZDIyYmIwOTBkOGI4NDc3MzhkNGVjZDcwYw==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-04-19T09:06:49Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2017-04-19T09:06:49Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.28.0\\n\\nRemoval of DPA1*02:02:01 from DPA1*02:02P group following deletion of DPA1*02:02:01</td>\n",
+       "      <td>cd1c23014354fa724b927a52dda667ee6bad0d27</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/cd1c23014354fa724b927a52dda667ee6bad0d27</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/72dbd49747c0d01d22bb090d8b847738d4ecd70c</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/72dbd49747c0d01d22bb090d8b847738d4ecd70c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/72dbd49747c0d01d22bb090d8b847738d4ecd70c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/72dbd49747c0d01d22bb090d8b847738d4ecd70c/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>abccbbfe6192ad26e04d5392c112e39951eec1aa</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/abccbbfe6192ad26e04d5392c112e39951eec1aa</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/abccbbfe6192ad26e04d5392c112e39951eec1aa</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252</th>\n",
+       "      <td>652fff742a0b27d7ba2016cca7bd380c800658e8</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NjUyZmZmNzQyYTBiMjdkN2JhMjAxNmNjYTdiZDM4MGM4MDA2NThlOA==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-04-19T09:07:11Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2017-04-19T09:07:11Z</td>\n",
+       "      <td>Merge pull request #103 from ANHIG/3280\\n\\nIPD-IMGT/HLA Release 3.28.0</td>\n",
+       "      <td>cd1c23014354fa724b927a52dda667ee6bad0d27</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/cd1c23014354fa724b927a52dda667ee6bad0d27</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/652fff742a0b27d7ba2016cca7bd380c800658e8</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/652fff742a0b27d7ba2016cca7bd380c800658e8</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/652fff742a0b27d7ba2016cca7bd380c800658e8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/652fff742a0b27d7ba2016cca7bd380c800658e8/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>af3948942c421276835dcc20deb6dc88d90a93b5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/af3948942c421276835dcc20deb6dc88d90a93b5</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/af3948942c421276835dcc20deb6dc88d90a93b5</td>\n",
+       "      <td>72dbd49747c0d01d22bb090d8b847738d4ecd70c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/72dbd49747c0d01d22bb090d8b847738d4ecd70c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/72dbd49747c0d01d22bb090d8b847738d4ecd70c</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253</th>\n",
+       "      <td>b3f386ec2c2bc43a823ecd09dcc888a32bb8aae1</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YjNmMzg2ZWMyYzJiYzQzYTgyM2VjZDA5ZGNjODg4YTMyYmI4YWFlMQ==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-04-19T10:46:28Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-04-19T10:46:28Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.28.0\\n\\nRemoval of A*03:279N from hla_nom_g.txt file, and update of md5\\nchecksums</td>\n",
+       "      <td>87286fa5696dba76d8d4b11cde18389469262997</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/87286fa5696dba76d8d4b11cde18389469262997</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/b3f386ec2c2bc43a823ecd09dcc888a32bb8aae1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b3f386ec2c2bc43a823ecd09dcc888a32bb8aae1</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b3f386ec2c2bc43a823ecd09dcc888a32bb8aae1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b3f386ec2c2bc43a823ecd09dcc888a32bb8aae1/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>72dbd49747c0d01d22bb090d8b847738d4ecd70c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/72dbd49747c0d01d22bb090d8b847738d4ecd70c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/72dbd49747c0d01d22bb090d8b847738d4ecd70c</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>254</th>\n",
+       "      <td>355263814c3236a3513b46396bfbcfdf6b8f222e</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MzU1MjYzODE0YzMyMzZhMzUxM2I0NjM5NmJmYmNmZGY2YjhmMjIyZQ==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-04-19T10:47:08Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2017-04-19T10:47:08Z</td>\n",
+       "      <td>Merge pull request #104 from ANHIG/3280\\n\\nIPD-IMGT/HLA Release 3.28.0</td>\n",
+       "      <td>87286fa5696dba76d8d4b11cde18389469262997</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/87286fa5696dba76d8d4b11cde18389469262997</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/355263814c3236a3513b46396bfbcfdf6b8f222e</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/355263814c3236a3513b46396bfbcfdf6b8f222e</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/355263814c3236a3513b46396bfbcfdf6b8f222e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/355263814c3236a3513b46396bfbcfdf6b8f222e/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>652fff742a0b27d7ba2016cca7bd380c800658e8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/652fff742a0b27d7ba2016cca7bd380c800658e8</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/652fff742a0b27d7ba2016cca7bd380c800658e8</td>\n",
+       "      <td>b3f386ec2c2bc43a823ecd09dcc888a32bb8aae1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b3f386ec2c2bc43a823ecd09dcc888a32bb8aae1</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b3f386ec2c2bc43a823ecd09dcc888a32bb8aae1</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255</th>\n",
+       "      <td>4a543c59a2e838e82fb9e2388670552e96b565ac</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NGE1NDNjNTlhMmU4MzhlODJmYjllMjM4ODY3MDU1MmU5NmI1NjVhYw==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-05-05T09:08:02Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-05-05T09:08:02Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.28.0\\n\\nUpdate to the exon coordinates listed in the hla.dat files for\\nB*15:149N and B*15:246N</td>\n",
+       "      <td>cb1790604b2e3914bcfcb459c26a2dd256296372</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/cb1790604b2e3914bcfcb459c26a2dd256296372</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/4a543c59a2e838e82fb9e2388670552e96b565ac</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4a543c59a2e838e82fb9e2388670552e96b565ac</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4a543c59a2e838e82fb9e2388670552e96b565ac</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4a543c59a2e838e82fb9e2388670552e96b565ac/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>b3f386ec2c2bc43a823ecd09dcc888a32bb8aae1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b3f386ec2c2bc43a823ecd09dcc888a32bb8aae1</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b3f386ec2c2bc43a823ecd09dcc888a32bb8aae1</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256</th>\n",
+       "      <td>8f540a9fb67f53c1d6f43f7e9250b10c9da4e8f7</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OGY1NDBhOWZiNjdmNTNjMWQ2ZjQzZjdlOTI1MGIxMGM5ZGE0ZThmNw==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-05-05T09:08:48Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2017-05-05T09:08:48Z</td>\n",
+       "      <td>Merge pull request #105 from ANHIG/3280\\n\\nIPD-IMGT/HLA Release 3.28.0</td>\n",
+       "      <td>cb1790604b2e3914bcfcb459c26a2dd256296372</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/cb1790604b2e3914bcfcb459c26a2dd256296372</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/8f540a9fb67f53c1d6f43f7e9250b10c9da4e8f7</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8f540a9fb67f53c1d6f43f7e9250b10c9da4e8f7</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8f540a9fb67f53c1d6f43f7e9250b10c9da4e8f7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8f540a9fb67f53c1d6f43f7e9250b10c9da4e8f7/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
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+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>355263814c3236a3513b46396bfbcfdf6b8f222e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/355263814c3236a3513b46396bfbcfdf6b8f222e</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/355263814c3236a3513b46396bfbcfdf6b8f222e</td>\n",
+       "      <td>4a543c59a2e838e82fb9e2388670552e96b565ac</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4a543c59a2e838e82fb9e2388670552e96b565ac</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4a543c59a2e838e82fb9e2388670552e96b565ac</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257</th>\n",
+       "      <td>ba5cb3d05c7b3ba5024cdafa192d89af186f08a9</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YmE1Y2IzZDA1YzdiM2JhNTAyNGNkYWZhMTkyZDg5YWYxODZmMDhhOQ==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-07T13:49:28Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-07T13:49:28Z</td>\n",
+       "      <td>Addition of historical WMDA files\\n\\nAddition of historical WMDA files</td>\n",
+       "      <td>9eafc92b0944c5e08f7c4b9faeb75c491d293a8a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/9eafc92b0944c5e08f7c4b9faeb75c491d293a8a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ba5cb3d05c7b3ba5024cdafa192d89af186f08a9</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ba5cb3d05c7b3ba5024cdafa192d89af186f08a9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ba5cb3d05c7b3ba5024cdafa192d89af186f08a9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ba5cb3d05c7b3ba5024cdafa192d89af186f08a9/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>8db938b1eb58dd8c77cba9b7524f84cf8ffe719c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8db938b1eb58dd8c77cba9b7524f84cf8ffe719c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8db938b1eb58dd8c77cba9b7524f84cf8ffe719c</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258</th>\n",
+       "      <td>bf257304fe44a170cbd382148caa14e14b3d0f8b</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YmYyNTczMDRmZTQ0YTE3MGNiZDM4MjE0OGNhYTE0ZTE0YjNkMGY4Yg==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-07T13:52:43Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-07T13:52:43Z</td>\n",
+       "      <td>Addition of historical WMDA files\\n\\nAddition of historical WMDA files</td>\n",
+       "      <td>e5e4c75375b2c1c77954f02d2dbb21e4deb50dba</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/e5e4c75375b2c1c77954f02d2dbb21e4deb50dba</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/bf257304fe44a170cbd382148caa14e14b3d0f8b</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bf257304fe44a170cbd382148caa14e14b3d0f8b</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/bf257304fe44a170cbd382148caa14e14b3d0f8b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bf257304fe44a170cbd382148caa14e14b3d0f8b/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>4730fe74e15427e2e909aa19212d537c389c9e18</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4730fe74e15427e2e909aa19212d537c389c9e18</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4730fe74e15427e2e909aa19212d537c389c9e18</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259</th>\n",
+       "      <td>eb82250f8b0eb9d1cc54a108d05ab8fa3e0a8d18</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZWI4MjI1MGY4YjBlYjlkMWNjNTRhMTA4ZDA1YWI4ZmEzZTBhOGQxOA==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-07T15:21:27Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-07T15:21:27Z</td>\n",
+       "      <td>Addition of historical WMDA files\\n\\nAddition of historical WMDA files</td>\n",
+       "      <td>7a048d638ae6305e05e47079a1dfce0fc8184cb8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/7a048d638ae6305e05e47079a1dfce0fc8184cb8</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/eb82250f8b0eb9d1cc54a108d05ab8fa3e0a8d18</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/eb82250f8b0eb9d1cc54a108d05ab8fa3e0a8d18</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/eb82250f8b0eb9d1cc54a108d05ab8fa3e0a8d18/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>c1391b0a42b32da22b24d46b78c5ab1efe9b21e8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c1391b0a42b32da22b24d46b78c5ab1efe9b21e8</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c1391b0a42b32da22b24d46b78c5ab1efe9b21e8</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260</th>\n",
+       "      <td>e1535af59a925b01fe67ba1c0a6c6f20960493e6</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZTE1MzVhZjU5YTkyNWIwMWZlNjdiYTFjMGE2YzZmMjA5NjA0OTNlNg==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-07T15:22:41Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-07T15:22:41Z</td>\n",
+       "      <td>Addition of WMDA files\\n\\nAddition of WMDA files</td>\n",
+       "      <td>f3bb133c33fdf166e851e2fd6345c3f7c0f0ea1e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/f3bb133c33fdf166e851e2fd6345c3f7c0f0ea1e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/e1535af59a925b01fe67ba1c0a6c6f20960493e6</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>07313301b74c4c0bd95755b48de1e426eda70712</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/07313301b74c4c0bd95755b48de1e426eda70712</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/07313301b74c4c0bd95755b48de1e426eda70712</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261</th>\n",
+       "      <td>43be46757040bbd485bcdff1f7fe1e72be117fcf</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NDNiZTQ2NzU3MDQwYmJkNDg1YmNkZmYxZjdmZTFlNzJiZTExN2ZjZg==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-07T15:23:29Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-07T15:23:29Z</td>\n",
+       "      <td>Addition of WMDA files\\n\\nAddition of WMDA files</td>\n",
+       "      <td>398c520313700c23569f68a4b72f9feef79b5c3f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/398c520313700c23569f68a4b72f9feef79b5c3f</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/43be46757040bbd485bcdff1f7fe1e72be117fcf</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/43be46757040bbd485bcdff1f7fe1e72be117fcf</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/43be46757040bbd485bcdff1f7fe1e72be117fcf/comments</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>2994c396f12803e8a850890c61f38dce385bad90</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2994c396f12803e8a850890c61f38dce385bad90</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2994c396f12803e8a850890c61f38dce385bad90</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262</th>\n",
+       "      <td>6599041f06d568261be10f0bca306a772e5cd36c</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NjU5OTA0MWYwNmQ1NjgyNjFiZTEwZjBiY2EzMDZhNzcyZTVjZDM2Yw==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:32:52Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:32:52Z</td>\n",
+       "      <td>Addition of historical WMDA files\\n\\nAddition of historical WMDA files</td>\n",
+       "      <td>8adee4a151807186c77b0db7ab84cec4f659faa8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/8adee4a151807186c77b0db7ab84cec4f659faa8</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6599041f06d568261be10f0bca306a772e5cd36c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6599041f06d568261be10f0bca306a772e5cd36c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6599041f06d568261be10f0bca306a772e5cd36c/comments</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>340839349582612fd277eb5d046a355a15d291b3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/340839349582612fd277eb5d046a355a15d291b3</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/340839349582612fd277eb5d046a355a15d291b3</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263</th>\n",
+       "      <td>78bbe4865d1131f6843a4b2846f340a0d207a487</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NzhiYmU0ODY1ZDExMzFmNjg0M2E0YjI4NDZmMzQwYTBkMjA3YTQ4Nw==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:34:47Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:34:47Z</td>\n",
+       "      <td>Addition of WMDA Files\\n\\nAddition of WMDA Files</td>\n",
+       "      <td>c50b19357411e9089ce5277d1da6dbb46552c551</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/c50b19357411e9089ce5277d1da6dbb46552c551</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/78bbe4865d1131f6843a4b2846f340a0d207a487</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/78bbe4865d1131f6843a4b2846f340a0d207a487</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/78bbe4865d1131f6843a4b2846f340a0d207a487/comments</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>62ca4ecb834e06f92e16cbd755e700b9d73aedad</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/62ca4ecb834e06f92e16cbd755e700b9d73aedad</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/62ca4ecb834e06f92e16cbd755e700b9d73aedad</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264</th>\n",
+       "      <td>4d8879eb073b7852071734eaa2c41544bd552643</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NGQ4ODc5ZWIwNzNiNzg1MjA3MTczNGVhYTJjNDE1NDRiZDU1MjY0Mw==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:35:14Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:35:14Z</td>\n",
+       "      <td>Addition of WMDA Files\\n\\nAddition of WMDA Files</td>\n",
+       "      <td>365d13a9a1a9103365c82a3e1eb5d72ebc5747fc</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/365d13a9a1a9103365c82a3e1eb5d72ebc5747fc</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4d8879eb073b7852071734eaa2c41544bd552643</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4d8879eb073b7852071734eaa2c41544bd552643</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4d8879eb073b7852071734eaa2c41544bd552643/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>309db7b9ad74d01800c188d3d4cc2d31b73037b6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/309db7b9ad74d01800c188d3d4cc2d31b73037b6</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/309db7b9ad74d01800c188d3d4cc2d31b73037b6</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265</th>\n",
+       "      <td>9243c652d3e942afed3397a0f97ecc38e365b731</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OTI0M2M2NTJkM2U5NDJhZmVkMzM5N2EwZjk3ZWNjMzhlMzY1YjczMQ==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:36:04Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:36:04Z</td>\n",
+       "      <td>Addition of WMDA Files\\n\\nAddition of WMDA Files</td>\n",
+       "      <td>69680aaf4f24973c2f5b9eefb7654f831ebc8b89</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/69680aaf4f24973c2f5b9eefb7654f831ebc8b89</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/9243c652d3e942afed3397a0f97ecc38e365b731</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9243c652d3e942afed3397a0f97ecc38e365b731</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9243c652d3e942afed3397a0f97ecc38e365b731</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9243c652d3e942afed3397a0f97ecc38e365b731/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>2e702eed7b7f877f24b096d35d5e53c9a071276a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2e702eed7b7f877f24b096d35d5e53c9a071276a</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2e702eed7b7f877f24b096d35d5e53c9a071276a</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266</th>\n",
+       "      <td>260494e5b0cc256e9e8864e1e08f6ea5bf83dceb</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MjYwNDk0ZTViMGNjMjU2ZTllODg2NGUxZTA4ZjZlYTViZjgzZGNlYg==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:37:01Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:37:01Z</td>\n",
+       "      <td>Addition of WMDA Files\\n\\nAddition of WMDA Files</td>\n",
+       "      <td>a810249eebce8b7e511c5cbb11e5f853c07c6e62</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/a810249eebce8b7e511c5cbb11e5f853c07c6e62</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/260494e5b0cc256e9e8864e1e08f6ea5bf83dceb</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/260494e5b0cc256e9e8864e1e08f6ea5bf83dceb</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/260494e5b0cc256e9e8864e1e08f6ea5bf83dceb</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/260494e5b0cc256e9e8864e1e08f6ea5bf83dceb/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0de983f3897470047ecc176332187eff12580d7e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0de983f3897470047ecc176332187eff12580d7e</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0de983f3897470047ecc176332187eff12580d7e</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267</th>\n",
+       "      <td>658df88d6a758ddf8c184de90b725c21bb5ece37</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NjU4ZGY4OGQ2YTc1OGRkZjhjMTg0ZGU5MGI3MjVjMjFiYjVlY2UzNw==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:38:41Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:38:41Z</td>\n",
+       "      <td>Addition of WMDA Files\\n\\nAddition of WMDA Files</td>\n",
+       "      <td>6b7a4db22b464769ae458b91b3b3270422ef8684</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/6b7a4db22b464769ae458b91b3b3270422ef8684</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/658df88d6a758ddf8c184de90b725c21bb5ece37</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/658df88d6a758ddf8c184de90b725c21bb5ece37</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/658df88d6a758ddf8c184de90b725c21bb5ece37</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/658df88d6a758ddf8c184de90b725c21bb5ece37/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>69a243a698555feac49dd16d1ab544d60b74115b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/69a243a698555feac49dd16d1ab544d60b74115b</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/69a243a698555feac49dd16d1ab544d60b74115b</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268</th>\n",
+       "      <td>c8a80bdef97daefab0f4bdf27a1aab0e1b805b31</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YzhhODBiZGVmOTdkYWVmYWIwZjRiZGYyN2ExYWFiMGUxYjgwNWIzMQ==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:39:19Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:39:19Z</td>\n",
+       "      <td>Addition of WMDA Files\\n\\nAddition of WMDA Files</td>\n",
+       "      <td>fe0fb30b1587586298a97f0a7e7a6f7f02506146</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/fe0fb30b1587586298a97f0a7e7a6f7f02506146</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/c8a80bdef97daefab0f4bdf27a1aab0e1b805b31</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c8a80bdef97daefab0f4bdf27a1aab0e1b805b31</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c8a80bdef97daefab0f4bdf27a1aab0e1b805b31</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c8a80bdef97daefab0f4bdf27a1aab0e1b805b31/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>767691bb05170799914ce53cbbb05508bebcb0b3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/767691bb05170799914ce53cbbb05508bebcb0b3</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/767691bb05170799914ce53cbbb05508bebcb0b3</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269</th>\n",
+       "      <td>041318439bf0ba291f990faaa27cd6ad0a062d13</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDQxMzE4NDM5YmYwYmEyOTFmOTkwZmFhYTI3Y2Q2YWQwYTA2MmQxMw==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:39:51Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:39:51Z</td>\n",
+       "      <td>Addition of WMDA Files\\n\\nAddition of WMDA Files</td>\n",
+       "      <td>828505c38ee0173df29c5eedbaaebdfbe258dccc</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/828505c38ee0173df29c5eedbaaebdfbe258dccc</td>\n",
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+       "      <td>0</td>\n",
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+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/041318439bf0ba291f990faaa27cd6ad0a062d13</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/041318439bf0ba291f990faaa27cd6ad0a062d13</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>23044ee80c27f75bb34c9f9ac689b1c68cd65914</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/23044ee80c27f75bb34c9f9ac689b1c68cd65914</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/23044ee80c27f75bb34c9f9ac689b1c68cd65914</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270</th>\n",
+       "      <td>e1cd1ec3e66f4ab2b218f6758ed315f557778655</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZTFjZDFlYzNlNjZmNGFiMmIyMThmNjc1OGVkMzE1ZjU1Nzc3ODY1NQ==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:40:46Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:40:46Z</td>\n",
+       "      <td>Update of WMDA Files\\n\\nUpdate of WMDA Files</td>\n",
+       "      <td>0a9d18e04ca058f8530631ac4a5082288f0c90cd</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/0a9d18e04ca058f8530631ac4a5082288f0c90cd</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e1cd1ec3e66f4ab2b218f6758ed315f557778655</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e1cd1ec3e66f4ab2b218f6758ed315f557778655</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e1cd1ec3e66f4ab2b218f6758ed315f557778655/comments</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>041318439bf0ba291f990faaa27cd6ad0a062d13</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/041318439bf0ba291f990faaa27cd6ad0a062d13</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/041318439bf0ba291f990faaa27cd6ad0a062d13</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271</th>\n",
+       "      <td>7ca4eb239a96884142d3ef0b0182d3bc84ec1bba</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6N2NhNGViMjM5YTk2ODg0MTQyZDNlZjBiMDE4MmQzYmM4NGVjMWJiYQ==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:41:27Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:41:27Z</td>\n",
+       "      <td>Addition of WMDA Files\\n\\nAddition of WMDA Files</td>\n",
+       "      <td>453cd91b2102b3c9230a0d9c6daf1c3f89580b26</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7ca4eb239a96884142d3ef0b0182d3bc84ec1bba</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7ca4eb239a96884142d3ef0b0182d3bc84ec1bba</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7ca4eb239a96884142d3ef0b0182d3bc84ec1bba/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
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+       "      <td>3abe7e12dcbc3824315959af4428c53bd760c6e7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3abe7e12dcbc3824315959af4428c53bd760c6e7</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3abe7e12dcbc3824315959af4428c53bd760c6e7</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272</th>\n",
+       "      <td>89911df382bf499cd2fad648575d64f84e0ebee5</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ODk5MTFkZjM4MmJmNDk5Y2QyZmFkNjQ4NTc1ZDY0Zjg0ZTBlYmVlNQ==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:42:04Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:42:04Z</td>\n",
+       "      <td>Addition of WMDA Files\\n\\nAddition of WMDA Files</td>\n",
+       "      <td>0901f161df9166299033fe0f38f3b45b360954d2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/0901f161df9166299033fe0f38f3b45b360954d2</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/89911df382bf499cd2fad648575d64f84e0ebee5</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/89911df382bf499cd2fad648575d64f84e0ebee5</td>\n",
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+       "      <td>jrob119</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td>User</td>\n",
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+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ee5a661314196af16994119d69b609f2b11de764</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273</th>\n",
+       "      <td>5efd2671688f48f60637136f7712c046c0d3c9b4</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NWVmZDI2NzE2ODhmNDhmNjA2MzcxMzZmNzcxMmMwNDZjMGQzYzliNA==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:42:28Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:42:28Z</td>\n",
+       "      <td>Addition of WMDA Files\\n\\nAddition of WMDA Files</td>\n",
+       "      <td>885a8c3e3970d3567322c153fd1073a3aab8ef1c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/885a8c3e3970d3567322c153fd1073a3aab8ef1c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/5efd2671688f48f60637136f7712c046c0d3c9b4</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5efd2671688f48f60637136f7712c046c0d3c9b4</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5efd2671688f48f60637136f7712c046c0d3c9b4</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5efd2671688f48f60637136f7712c046c0d3c9b4/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>de232c0b9b1b2c33c4c5e7caa068c3d8e1a16a3c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/de232c0b9b1b2c33c4c5e7caa068c3d8e1a16a3c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/de232c0b9b1b2c33c4c5e7caa068c3d8e1a16a3c</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274</th>\n",
+       "      <td>5945032a37b6bf1c2e798bf416aad6e1635b3aa7</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NTk0NTAzMmEzN2I2YmYxYzJlNzk4YmY0MTZhYWQ2ZTE2MzViM2FhNw==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:42:56Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:42:56Z</td>\n",
+       "      <td>Addition of WMDA Files\\n\\nAddition of WMDA Files</td>\n",
+       "      <td>cf26a3a65f6c4759c43f505bf677016f8ac785f6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/cf26a3a65f6c4759c43f505bf677016f8ac785f6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/5945032a37b6bf1c2e798bf416aad6e1635b3aa7</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5945032a37b6bf1c2e798bf416aad6e1635b3aa7</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5945032a37b6bf1c2e798bf416aad6e1635b3aa7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5945032a37b6bf1c2e798bf416aad6e1635b3aa7/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>4826201263c95aefc29beaeb323f883cf6b4edfb</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4826201263c95aefc29beaeb323f883cf6b4edfb</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4826201263c95aefc29beaeb323f883cf6b4edfb</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275</th>\n",
+       "      <td>ada88d5af76675bb10c8a8b6491f963ee5d2f4ad</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YWRhODhkNWFmNzY2NzViYjEwYzhhOGI2NDkxZjk2M2VlNWQyZjRhZA==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:43:43Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:43:43Z</td>\n",
+       "      <td>Update of WMDA Files\\n\\nUpdate of WMDA Files</td>\n",
+       "      <td>65f5c4fb16aab12d682e9c8d9a6aa902563622dd</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/65f5c4fb16aab12d682e9c8d9a6aa902563622dd</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ada88d5af76675bb10c8a8b6491f963ee5d2f4ad</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ada88d5af76675bb10c8a8b6491f963ee5d2f4ad</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ada88d5af76675bb10c8a8b6491f963ee5d2f4ad</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ada88d5af76675bb10c8a8b6491f963ee5d2f4ad/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>5945032a37b6bf1c2e798bf416aad6e1635b3aa7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5945032a37b6bf1c2e798bf416aad6e1635b3aa7</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5945032a37b6bf1c2e798bf416aad6e1635b3aa7</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276</th>\n",
+       "      <td>5c3aab6eea0b638551682adf029a947d11d41621</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NWMzYWFiNmVlYTBiNjM4NTUxNjgyYWRmMDI5YTk0N2QxMWQ0MTYyMQ==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:47:42Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:47:42Z</td>\n",
+       "      <td>Addition of WMDA Files and removal of files from Release 3.25.0\\n\\nThe directory was missing some data from Release 3.2.0 and contained\\nadditional data from Release 3.25.0. The additional files have been\\nremoved.</td>\n",
+       "      <td>a652bcc0717e448a6f7a06278df7fc84d5e6096b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/a652bcc0717e448a6f7a06278df7fc84d5e6096b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/5c3aab6eea0b638551682adf029a947d11d41621</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5c3aab6eea0b638551682adf029a947d11d41621</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5c3aab6eea0b638551682adf029a947d11d41621</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5c3aab6eea0b638551682adf029a947d11d41621/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>42d79575c4f3d67f83a44a968eeb34ebe92085ad</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/42d79575c4f3d67f83a44a968eeb34ebe92085ad</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/42d79575c4f3d67f83a44a968eeb34ebe92085ad</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277</th>\n",
+       "      <td>53f567078d46365a3fec66ac57316cc7c038f650</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NTNmNTY3MDc4ZDQ2MzY1YTNmZWM2NmFjNTczMTZjYzdjMDM4ZjY1MA==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:48:38Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:48:38Z</td>\n",
+       "      <td>Addition of WMDA files\\n\\nAddition of WMDA files</td>\n",
+       "      <td>2b38e1c6208a9c1389f346fe3b41f0a351cdc606</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/2b38e1c6208a9c1389f346fe3b41f0a351cdc606</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/53f567078d46365a3fec66ac57316cc7c038f650</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/53f567078d46365a3fec66ac57316cc7c038f650</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/53f567078d46365a3fec66ac57316cc7c038f650</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/53f567078d46365a3fec66ac57316cc7c038f650/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>beefc6c755f7c4255b5f3a6f38a706d2451161d1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/beefc6c755f7c4255b5f3a6f38a706d2451161d1</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/beefc6c755f7c4255b5f3a6f38a706d2451161d1</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278</th>\n",
+       "      <td>1c7f60887bb500313f461c68c84fcacb7c567410</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MWM3ZjYwODg3YmI1MDAzMTNmNDYxYzY4Yzg0ZmNhY2I3YzU2NzQxMA==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:49:28Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:49:28Z</td>\n",
+       "      <td>Addition of WMDA files\\n\\nAddition of WMDA files</td>\n",
+       "      <td>5a5c9a2d218e4b862b03b24d3c3a44b79d9aa6a3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/5a5c9a2d218e4b862b03b24d3c3a44b79d9aa6a3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/1c7f60887bb500313f461c68c84fcacb7c567410</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1c7f60887bb500313f461c68c84fcacb7c567410</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1c7f60887bb500313f461c68c84fcacb7c567410</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1c7f60887bb500313f461c68c84fcacb7c567410/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0e0482b4cc5fd3f7757f479284c27a940ea1f3d7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0e0482b4cc5fd3f7757f479284c27a940ea1f3d7</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0e0482b4cc5fd3f7757f479284c27a940ea1f3d7</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279</th>\n",
+       "      <td>60a5b4fb4e1488b6e2f9109078a5bcaa43e69b36</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NjBhNWI0ZmI0ZTE0ODhiNmUyZjkxMDkwNzhhNWJjYWE0M2U2OWIzNg==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:50:04Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:50:04Z</td>\n",
+       "      <td>Addition of WMDA files\\n\\nAddition of WMDA files</td>\n",
+       "      <td>589db8b4d51e1af3c73f485268f241bdc37904d2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/589db8b4d51e1af3c73f485268f241bdc37904d2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/60a5b4fb4e1488b6e2f9109078a5bcaa43e69b36</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/60a5b4fb4e1488b6e2f9109078a5bcaa43e69b36</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/60a5b4fb4e1488b6e2f9109078a5bcaa43e69b36</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/60a5b4fb4e1488b6e2f9109078a5bcaa43e69b36/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>18fb9dc249237ad5cb0043fabc1519a11cd60604</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/18fb9dc249237ad5cb0043fabc1519a11cd60604</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/18fb9dc249237ad5cb0043fabc1519a11cd60604</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280</th>\n",
+       "      <td>e547ac988250b42804d7d59a9d4b1d5a2e0855c5</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZTU0N2FjOTg4MjUwYjQyODA0ZDdkNTlhOWQ0YjFkNWEyZTA4NTVjNQ==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:50:34Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:50:34Z</td>\n",
+       "      <td>Addition of WMDA files\\n\\nAddition of WMDA files</td>\n",
+       "      <td>11451edb8631a2ee1fd2248bd9b14158135ca1b2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/11451edb8631a2ee1fd2248bd9b14158135ca1b2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/e547ac988250b42804d7d59a9d4b1d5a2e0855c5</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e547ac988250b42804d7d59a9d4b1d5a2e0855c5</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e547ac988250b42804d7d59a9d4b1d5a2e0855c5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e547ac988250b42804d7d59a9d4b1d5a2e0855c5/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>11bf2f4bfa5aacee1e93371db7031384464e0c00</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/11bf2f4bfa5aacee1e93371db7031384464e0c00</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/11bf2f4bfa5aacee1e93371db7031384464e0c00</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281</th>\n",
+       "      <td>52f499bc735f01d48207bf6e8520b56d9e576a76</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NTJmNDk5YmM3MzVmMDFkNDgyMDdiZjZlODUyMGI1NmQ5ZTU3NmE3Ng==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:51:08Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:51:08Z</td>\n",
+       "      <td>Addition of WMDA checksum file\\n\\nAddition of WMDA checksum file</td>\n",
+       "      <td>7861db4070ca55df859908c8e0c1d2e27c947294</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/7861db4070ca55df859908c8e0c1d2e27c947294</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/52f499bc735f01d48207bf6e8520b56d9e576a76</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/52f499bc735f01d48207bf6e8520b56d9e576a76</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/52f499bc735f01d48207bf6e8520b56d9e576a76</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/52f499bc735f01d48207bf6e8520b56d9e576a76/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>975fe3fdb5f7a6a603407d8a402e972fd664ce77</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/975fe3fdb5f7a6a603407d8a402e972fd664ce77</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/975fe3fdb5f7a6a603407d8a402e972fd664ce77</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282</th>\n",
+       "      <td>e46989ce2bccf8e58a520da10d172ef2960ed755</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZTQ2OTg5Y2UyYmNjZjhlNThhNTIwZGExMGQxNzJlZjI5NjBlZDc1NQ==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:51:36Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:51:36Z</td>\n",
+       "      <td>Addition of WMDA checksum file\\n\\nAddition of WMDA checksum file</td>\n",
+       "      <td>a2281e7bea1959cf7c3b8640e58e79a183a234d5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/a2281e7bea1959cf7c3b8640e58e79a183a234d5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/e46989ce2bccf8e58a520da10d172ef2960ed755</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e46989ce2bccf8e58a520da10d172ef2960ed755</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e46989ce2bccf8e58a520da10d172ef2960ed755</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e46989ce2bccf8e58a520da10d172ef2960ed755/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>ffb709269dad74b4d538be957ae318b0bd874c9e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ffb709269dad74b4d538be957ae318b0bd874c9e</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ffb709269dad74b4d538be957ae318b0bd874c9e</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283</th>\n",
+       "      <td>c320d8541552dcad51ac9fc5d3dd09e4ef549a89</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YzMyMGQ4NTQxNTUyZGNhZDUxYWM5ZmM1ZDNkZDA5ZTRlZjU0OWE4OQ==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:52:10Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:52:10Z</td>\n",
+       "      <td>Addition of WMDA checksum file and removal of zipped archives\\n\\nAddition of WMDA checksum file and removal of zipped archives</td>\n",
+       "      <td>2f299f70a69316f8bf1e442663be385f9a4408b6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/2f299f70a69316f8bf1e442663be385f9a4408b6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/c320d8541552dcad51ac9fc5d3dd09e4ef549a89</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c320d8541552dcad51ac9fc5d3dd09e4ef549a89</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c320d8541552dcad51ac9fc5d3dd09e4ef549a89</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c320d8541552dcad51ac9fc5d3dd09e4ef549a89/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>7d90e5cc213b23a0d743e9c53071ba84651bfe5a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7d90e5cc213b23a0d743e9c53071ba84651bfe5a</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7d90e5cc213b23a0d743e9c53071ba84651bfe5a</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>284</th>\n",
+       "      <td>039466eee45519d41411df5783695dbe8dc7843a</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDM5NDY2ZWVlNDU1MTlkNDE0MTFkZjU3ODM2OTVkYmU4ZGM3ODQzYQ==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:52:35Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:52:35Z</td>\n",
+       "      <td>Addition of WMDA checksum file and removal of zipped archives\\n\\nAddition of WMDA checksum file and removal of zipped archives</td>\n",
+       "      <td>316a00e04776ddc4b5c63fcaa8bfa832328bc2ea</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/316a00e04776ddc4b5c63fcaa8bfa832328bc2ea</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/039466eee45519d41411df5783695dbe8dc7843a</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/039466eee45519d41411df5783695dbe8dc7843a</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/039466eee45519d41411df5783695dbe8dc7843a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/039466eee45519d41411df5783695dbe8dc7843a/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>7fdf01fe7d6d820e528facfd2667fadd97f72d36</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7fdf01fe7d6d820e528facfd2667fadd97f72d36</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7fdf01fe7d6d820e528facfd2667fadd97f72d36</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285</th>\n",
+       "      <td>83b4e1cc168c66466a246f63da7b62b42d412110</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ODNiNGUxY2MxNjhjNjY0NjZhMjQ2ZjYzZGE3YjYyYjQyZDQxMjExMA==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:53:31Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-06-21T14:53:31Z</td>\n",
+       "      <td>Addition of WMDA checksum file\\n\\nAddition of WMDA checksum file</td>\n",
+       "      <td>259f4f55bf5d9b7c7d431471be0edc4e8f31534c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/259f4f55bf5d9b7c7d431471be0edc4e8f31534c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/83b4e1cc168c66466a246f63da7b62b42d412110</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/83b4e1cc168c66466a246f63da7b62b42d412110</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/83b4e1cc168c66466a246f63da7b62b42d412110</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/83b4e1cc168c66466a246f63da7b62b42d412110/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f37aec9570a2a6f05cf7341781cadfe1d98a7d7e</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f37aec9570a2a6f05cf7341781cadfe1d98a7d7e</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286</th>\n",
+       "      <td>3faa0d6f4dbefeb3fa6d0574aa9ce053deeec968</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6M2ZhYTBkNmY0ZGJlZmViM2ZhNmQwNTc0YWE5Y2UwNTNkZWVlYzk2OA==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-07-12T09:03:03Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-07-12T09:03:03Z</td>\n",
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+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3faa0d6f4dbefeb3fa6d0574aa9ce053deeec968</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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+       "      <td>False</td>\n",
+       "      <td>4a543c59a2e838e82fb9e2388670552e96b565ac</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4a543c59a2e838e82fb9e2388670552e96b565ac</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4a543c59a2e838e82fb9e2388670552e96b565ac</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287</th>\n",
+       "      <td>684864ec79bc932ba4789b787171f7487b8cc025</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Njg0ODY0ZWM3OWJjOTMyYmE0Nzg5Yjc4NzE3MWY3NDg3YjhjYzAyNQ==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
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+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-07-12T09:08:09Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.28.0\\n\\nUpdate to README regarding gen.txt files</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
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+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/684864ec79bc932ba4789b787171f7487b8cc025</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/684864ec79bc932ba4789b787171f7487b8cc025</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3faa0d6f4dbefeb3fa6d0574aa9ce053deeec968</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
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+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
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+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
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+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/de01b0573fd9108539ef10b4e44b12d334085871</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/de01b0573fd9108539ef10b4e44b12d334085871</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
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+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDkwYzBhZTZkOTUxYWYyNzI5YzVlNThjMzM0YTE5NTMwY2M5MjQ2Mg==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-07-12T09:15:01Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2017-07-12T09:15:01Z</td>\n",
+       "      <td>Merge pull request #107 from ANHIG/3290\\n\\n3290</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
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+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/090c0ae6d951af2729c5e58c334a19530cc92462</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>8f540a9fb67f53c1d6f43f7e9250b10c9da4e8f7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8f540a9fb67f53c1d6f43f7e9250b10c9da4e8f7</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8f540a9fb67f53c1d6f43f7e9250b10c9da4e8f7</td>\n",
+       "      <td>de01b0573fd9108539ef10b4e44b12d334085871</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/de01b0573fd9108539ef10b4e44b12d334085871</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/de01b0573fd9108539ef10b4e44b12d334085871</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290</th>\n",
+       "      <td>3524e254b9229f55204336ea48a08209ff4fcaf5</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MzUyNGUyNTRiOTIyOWY1NTIwNDMzNmVhNDhhMDgyMDlmZjRmY2FmNQ==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-07-13T08:50:49Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-07-13T08:50:49Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.29.0\\n\\nUpdate to hla_nom.txt, hla_nom_g.txt and hola_nom_p.txt</td>\n",
+       "      <td>6a8028d7cac673816c26c8436a43a4596dace282</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/6a8028d7cac673816c26c8436a43a4596dace282</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/3524e254b9229f55204336ea48a08209ff4fcaf5</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3524e254b9229f55204336ea48a08209ff4fcaf5</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3524e254b9229f55204336ea48a08209ff4fcaf5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3524e254b9229f55204336ea48a08209ff4fcaf5/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>de01b0573fd9108539ef10b4e44b12d334085871</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/de01b0573fd9108539ef10b4e44b12d334085871</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/de01b0573fd9108539ef10b4e44b12d334085871</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291</th>\n",
+       "      <td>3bbf66f3b680f17e404388ed009202a082045458</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6M2JiZjY2ZjNiNjgwZjE3ZTQwNDM4OGVkMDA5MjAyYTA4MjA0NTQ1OA==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-07-13T08:51:19Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2017-07-13T08:51:19Z</td>\n",
+       "      <td>Merge pull request #108 from ANHIG/3290\\n\\nIPD-IMGT/HLA Release 3.29.0</td>\n",
+       "      <td>6a8028d7cac673816c26c8436a43a4596dace282</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/6a8028d7cac673816c26c8436a43a4596dace282</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/3bbf66f3b680f17e404388ed009202a082045458</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3bbf66f3b680f17e404388ed009202a082045458</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3bbf66f3b680f17e404388ed009202a082045458</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3bbf66f3b680f17e404388ed009202a082045458/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>090c0ae6d951af2729c5e58c334a19530cc92462</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/090c0ae6d951af2729c5e58c334a19530cc92462</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/090c0ae6d951af2729c5e58c334a19530cc92462</td>\n",
+       "      <td>3524e254b9229f55204336ea48a08209ff4fcaf5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3524e254b9229f55204336ea48a08209ff4fcaf5</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3524e254b9229f55204336ea48a08209ff4fcaf5</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292</th>\n",
+       "      <td>ab4270d992aa01bdad00391cf9f75637ad639f4c</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YWI0MjcwZDk5MmFhMDFiZGFkMDAzOTFjZjlmNzU2MzdhZDYzOWY0Yw==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-07-21T14:16:04Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-07-21T14:16:04Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.29.0\\n\\nDQA1*05:05:01:03 contained commas (,) instead of periods (.) to\\nrepresent indels in the 3’ UTR in the DQA1_gen.txt and hla.dat files</td>\n",
+       "      <td>bc80d4c076d3145979e418438c8dc64a109c239a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/bc80d4c076d3145979e418438c8dc64a109c239a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ab4270d992aa01bdad00391cf9f75637ad639f4c</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ab4270d992aa01bdad00391cf9f75637ad639f4c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ab4270d992aa01bdad00391cf9f75637ad639f4c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ab4270d992aa01bdad00391cf9f75637ad639f4c/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>3524e254b9229f55204336ea48a08209ff4fcaf5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3524e254b9229f55204336ea48a08209ff4fcaf5</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3524e254b9229f55204336ea48a08209ff4fcaf5</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293</th>\n",
+       "      <td>9daaf431bd16ef8619a8b625ba44b4b00ab32ac4</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OWRhYWY0MzFiZDE2ZWY4NjE5YThiNjI1YmE0NGI0YjAwYWIzMmFjNA==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-07-21T14:16:30Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2017-07-21T14:16:30Z</td>\n",
+       "      <td>Merge pull request #109 from ANHIG/3290\\n\\nIPD-IMGT/HLA Release 3.29.0</td>\n",
+       "      <td>bc80d4c076d3145979e418438c8dc64a109c239a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/bc80d4c076d3145979e418438c8dc64a109c239a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/9daaf431bd16ef8619a8b625ba44b4b00ab32ac4</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9daaf431bd16ef8619a8b625ba44b4b00ab32ac4</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9daaf431bd16ef8619a8b625ba44b4b00ab32ac4</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9daaf431bd16ef8619a8b625ba44b4b00ab32ac4/comments</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
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+       "      <td></td>\n",
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+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>3bbf66f3b680f17e404388ed009202a082045458</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3bbf66f3b680f17e404388ed009202a082045458</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3bbf66f3b680f17e404388ed009202a082045458</td>\n",
+       "      <td>ab4270d992aa01bdad00391cf9f75637ad639f4c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ab4270d992aa01bdad00391cf9f75637ad639f4c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ab4270d992aa01bdad00391cf9f75637ad639f4c</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294</th>\n",
+       "      <td>47e2bd1bac36eaec7519074b32e7e51c91e2cbfb</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NDdlMmJkMWJhYzM2ZWFlYzc1MTkwNzRiMzJlN2U1MWM5MWUyY2JmYg==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-07-26T10:29:28Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-07-26T10:29:28Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.29.0\\n\\nUpdate to fix listed sequence length of DQA1*05:05:01:03 in hla.dat and\\nhla.xml and addition of B*40:155:01G to hla_ambigs.xml file.</td>\n",
+       "      <td>056d26070f881accf736007d5f84cd81b82d5ccb</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/056d26070f881accf736007d5f84cd81b82d5ccb</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/47e2bd1bac36eaec7519074b32e7e51c91e2cbfb</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/47e2bd1bac36eaec7519074b32e7e51c91e2cbfb</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/47e2bd1bac36eaec7519074b32e7e51c91e2cbfb</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/47e2bd1bac36eaec7519074b32e7e51c91e2cbfb/comments</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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+       "      <td>jrob119</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>ab4270d992aa01bdad00391cf9f75637ad639f4c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ab4270d992aa01bdad00391cf9f75637ad639f4c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ab4270d992aa01bdad00391cf9f75637ad639f4c</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>295</th>\n",
+       "      <td>887dff715147378da5ead94cb430cbfd7bb78900</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ODg3ZGZmNzE1MTQ3Mzc4ZGE1ZWFkOTRjYjQzMGNiZmQ3YmI3ODkwMA==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-07-26T10:30:22Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2017-07-26T10:30:22Z</td>\n",
+       "      <td>Merge pull request #110 from ANHIG/3290\\n\\nIPD-IMGT/HLA Release 3.29.0</td>\n",
+       "      <td>056d26070f881accf736007d5f84cd81b82d5ccb</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/056d26070f881accf736007d5f84cd81b82d5ccb</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/887dff715147378da5ead94cb430cbfd7bb78900</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/887dff715147378da5ead94cb430cbfd7bb78900</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/887dff715147378da5ead94cb430cbfd7bb78900</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/887dff715147378da5ead94cb430cbfd7bb78900/comments</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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+       "      <td>False</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
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+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9daaf431bd16ef8619a8b625ba44b4b00ab32ac4</td>\n",
+       "      <td>47e2bd1bac36eaec7519074b32e7e51c91e2cbfb</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/47e2bd1bac36eaec7519074b32e7e51c91e2cbfb</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/47e2bd1bac36eaec7519074b32e7e51c91e2cbfb</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>296</th>\n",
+       "      <td>ffc92e7718351a97dd6a76166f60743b2ec200cb</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZmZjOTJlNzcxODM1MWE5N2RkNmE3NjE2NmY2MDc0M2IyZWMyMDBjYg==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-08-17T14:22:40Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-08-17T14:22:40Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.29.0.1\\n\\nThe following changes have been made to the IPD-IMGT/HLA Database since\\nthe release of 3.29.0. There have been no changes to the CDS sequences,\\nwhich would result in allele name changes.\\n\\nThe following sequences: HLA-A*66:28N, HLA-B*59:10N, MICA*015,\\nMICA*017, MICA*068, MICA*083, MICA*084 have had sequence feature\\ncoordinates corrected in the XML and hla.dat files, these changes do\\nnot impact on the sequence, only the markup used in certain files.\\n\\nThe numbering of the genomic alignments of HLA-DQA1 was incorrect and\\nhas been updated in the text and online alignments.\\n\\nThe following changes have been made to the genomic sequences of a\\nnumber of Class II alleles.\\n\\nCommas in the genomic alignment for HLA-DQA1*05:05:01:03 have been\\ncorrected to full stops.\\n\\nThe following HLA-DQB1 and HLA-DRB1 sequences contained a number of\\nerrors in the 3.29.0 release, these sequences have been restored to the\\ncorrect sequence as published in release 3.28.0;\\n\\nDQB1*06:03:21, DQB1*06:03:23, DQB1*06:03:24, DQB1*06:03:25,\\nDQB1*06:03:26, DQB1*06:04:01, DQB1*06:09:01:01, DQB1*06:09:01:02,\\nDQB1*06:111, DQB1*06:117, DQB1*06:125, DRB1*03:01:01:01,\\nDQB1*06:228, DRB1*01:03:01, DRB1*04:01:01:01, DRB1*04:01:01:02,\\nDRB1*07:01:01:03 DRB1*10:01:01:02, DRB1*11:01:01:02, DRB1*11:02:01,\\nDRB1*11:03:01, DRB1*12:01:01:02, DRB1*12:01:01:03, DRB1*13:01:01:02,\\nDRB1*14:02:01, DRB1*15:02:01:02, DRB1*15:03:01:02 DRB1*16:01:01,\\nDRB1*16:02:01:02</td>\n",
+       "      <td>aa4e076d9d0cf11fc35de8c095180df3d646310b</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ffc92e7718351a97dd6a76166f60743b2ec200cb</td>\n",
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+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>297</th>\n",
+       "      <td>9bfeefc2260b746f6957c779cbf6b312d12a8315</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OWJmZWVmYzIyNjBiNzQ2ZjY5NTdjNzc5Y2JmNmIzMTJkMTJhODMxNQ==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-08-17T14:40:48Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-08-17T14:40:48Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.29.0.1\\n\\nThe following changes have been made to the IPD-IMGT/HLA Database since\\nthe release of 3.29.0. There have been no changes to the CDS sequences,\\nwhich would result in allele name changes.\\n\\nThe following sequences: HLA-A*66:28N, HLA-B*59:10N, MICA*015,\\nMICA*017, MICA*068, MICA*083, MICA*084 have had sequence feature\\ncoordinates corrected in the XML and hla.dat files, these changes do\\nnot impact on the sequence, only the markup used in certain files.\\n\\nThe numbering of the genomic alignments of HLA-DQA1 was incorrect and\\nhas been updated in the text and online alignments.\\n\\nThe following changes have been made to the genomic sequences of a\\nnumber of Class II alleles.\\n\\nCommas in the genomic alignment for HLA-DQA1*05:05:01:03 have been\\ncorrected to full stops.\\n\\nThe following HLA-DQB1 and HLA-DRB1 sequences contained a number of\\nerrors in the 3.29.0 release, these sequences have been restored to the\\ncorrect sequence as published in release 3.28.0;\\n\\nDQB1*06:03:21, DQB1*06:03:23, DQB1*06:03:24, DQB1*06:03:25,\\nDQB1*06:03:26, DQB1*06:04:01, DQB1*06:09:01:01, DQB1*06:09:01:02,\\nDQB1*06:111, DQB1*06:117, DQB1*06:125, DRB1*03:01:01:01,\\nDQB1*06:228, DRB1*01:03:01, DRB1*04:01:01:01, DRB1*04:01:01:02,\\nDRB1*07:01:01:03 DRB1*10:01:01:02, DRB1*11:01:01:02, DRB1*11:02:01,\\nDRB1*11:03:01, DRB1*12:01:01:02, DRB1*12:01:01:03, DRB1*13:01:01:02,\\nDRB1*14:02:01, DRB1*15:02:01:02, DRB1*15:03:01:02 DRB1*16:01:01,\\nDRB1*16:02:01:02</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
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+       "      <td>jrob119</td>\n",
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+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>ffc92e7718351a97dd6a76166f60743b2ec200cb</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ffc92e7718351a97dd6a76166f60743b2ec200cb</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ffc92e7718351a97dd6a76166f60743b2ec200cb</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>298</th>\n",
+       "      <td>c0c61df0b334cc454968643a3ffe278d73e8b13b</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YzBjNjFkZjBiMzM0Y2M0NTQ5Njg2NDNhM2ZmZTI3OGQ3M2U4YjEzYg==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-08-17T14:46:14Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2017-08-17T14:46:14Z</td>\n",
+       "      <td>Merge pull request #111 from ANHIG/3290\\n\\n3290</td>\n",
+       "      <td>6f07bade59823880646b2b872573bb2a7e81b66d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/6f07bade59823880646b2b872573bb2a7e81b66d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/c0c61df0b334cc454968643a3ffe278d73e8b13b</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c0c61df0b334cc454968643a3ffe278d73e8b13b</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c0c61df0b334cc454968643a3ffe278d73e8b13b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c0c61df0b334cc454968643a3ffe278d73e8b13b/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>887dff715147378da5ead94cb430cbfd7bb78900</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/887dff715147378da5ead94cb430cbfd7bb78900</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/887dff715147378da5ead94cb430cbfd7bb78900</td>\n",
+       "      <td>9bfeefc2260b746f6957c779cbf6b312d12a8315</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9bfeefc2260b746f6957c779cbf6b312d12a8315</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9bfeefc2260b746f6957c779cbf6b312d12a8315</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>299</th>\n",
+       "      <td>2d64b137a6c4f6a6f56b6bd78ef0dc7b1f859874</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MmQ2NGIxMzdhNmM0ZjZhNmY1NmI2YmQ3OGVmMGRjN2IxZjg1OTg3NA==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-08-17T15:00:48Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-08-17T15:00:48Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.29.0.1\\n\\nIPD-IMGT/HLA Release 3.29.0.1\\nThe following changes have been made to the IPD-IMGT/HLA Database since\\nthe release of 3.29.0. There have been no changes to the CDS sequences,\\nwhich would result in allele name changes.\\n\\nThe following sequences: HLA-A*66:28N, HLA-B*59:10N, MICA*015,\\nMICA*017, MICA*068, MICA*083, MICA*084 have had sequence feature\\ncoordinates corrected in the XML and hla.dat files, these changes do\\nnot impact on the sequence, only the markup used in certain files.\\n\\nThe numbering of the genomic alignments of HLA-DQA1 was incorrect and\\nhas been updated in the text and online alignments.\\n\\nThe following changes have been made to the genomic sequences of a\\nnumber of Class II alleles.\\n\\nCommas in the genomic alignment for HLA-DQA1*05:05:01:03 have been\\ncorrected to full stops.\\n\\nThe following HLA-DQB1 and HLA-DRB1 sequences contained a number of\\nerrors in the 3.29.0 release, these sequences have been restored to the\\ncorrect sequence as published in release 3.28.0;\\n\\nDQB1*06:03:21, DQB1*06:03:23, DQB1*06:03:24, DQB1*06:03:25,\\nDQB1*06:03:26, DQB1*06:04:01, DQB1*06:09:01:01, DQB1*06:09:01:02,\\nDQB1*06:111, DQB1*06:117, DQB1*06:125, DRB1*03:01:01:01,\\nDRB1*03:01:01:02, DQB1*06:228, DRB1*01:03:01, DRB1*04:01:01:01,\\nDRB1*04:01:01:02,\\nDRB1*07:01:01:03 DRB1*10:01:01:02, DRB1*11:01:01:02, DRB1*11:02:01,\\nDRB1*11:03:01, DRB1*12:01:01:02, DRB1*12:01:01:03, DRB1*13:01:01:02,\\nDRB1*14:02:01, DRB1*15:02:01:02, DRB1*15:03:01:02 DRB1*16:01:01,\\nDRB1*16:02:01:02</td>\n",
+       "      <td>3be29c2ac5b2912a629810d2304e3850873d97a0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/3be29c2ac5b2912a629810d2304e3850873d97a0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/2d64b137a6c4f6a6f56b6bd78ef0dc7b1f859874</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2d64b137a6c4f6a6f56b6bd78ef0dc7b1f859874</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2d64b137a6c4f6a6f56b6bd78ef0dc7b1f859874</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2d64b137a6c4f6a6f56b6bd78ef0dc7b1f859874/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>9bfeefc2260b746f6957c779cbf6b312d12a8315</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9bfeefc2260b746f6957c779cbf6b312d12a8315</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9bfeefc2260b746f6957c779cbf6b312d12a8315</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300</th>\n",
+       "      <td>5800ab43fe4afd66825db1e574176370558a94bf</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NTgwMGFiNDNmZTRhZmQ2NjgyNWRiMWU1NzQxNzYzNzA1NThhOTRiZg==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-08-17T15:03:53Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2017-08-17T15:03:53Z</td>\n",
+       "      <td>Merge pull request #112 from ANHIG/3290\\n\\nIPD-IMGT/HLA Release 3.29.0.1</td>\n",
+       "      <td>3be29c2ac5b2912a629810d2304e3850873d97a0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/3be29c2ac5b2912a629810d2304e3850873d97a0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/5800ab43fe4afd66825db1e574176370558a94bf</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5800ab43fe4afd66825db1e574176370558a94bf</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5800ab43fe4afd66825db1e574176370558a94bf</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5800ab43fe4afd66825db1e574176370558a94bf/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>c0c61df0b334cc454968643a3ffe278d73e8b13b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c0c61df0b334cc454968643a3ffe278d73e8b13b</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c0c61df0b334cc454968643a3ffe278d73e8b13b</td>\n",
+       "      <td>2d64b137a6c4f6a6f56b6bd78ef0dc7b1f859874</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2d64b137a6c4f6a6f56b6bd78ef0dc7b1f859874</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2d64b137a6c4f6a6f56b6bd78ef0dc7b1f859874</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>301</th>\n",
+       "      <td>d99d8aca3f01f7431741a998ea5cc2417d53ac9c</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZDk5ZDhhY2EzZjAxZjc0MzE3NDFhOTk4ZWE1Y2MyNDE3ZDUzYWM5Yw==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-10-26T09:30:35Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-10-26T09:30:35Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.30.0\\n\\nFiles for IPD-IMGT/HLA Release 3.30.0</td>\n",
+       "      <td>88094ebf9c6f2e192678a0fec6c62041a6f0e389</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/88094ebf9c6f2e192678a0fec6c62041a6f0e389</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/d99d8aca3f01f7431741a998ea5cc2417d53ac9c</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d99d8aca3f01f7431741a998ea5cc2417d53ac9c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d99d8aca3f01f7431741a998ea5cc2417d53ac9c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d99d8aca3f01f7431741a998ea5cc2417d53ac9c/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>2d64b137a6c4f6a6f56b6bd78ef0dc7b1f859874</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2d64b137a6c4f6a6f56b6bd78ef0dc7b1f859874</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2d64b137a6c4f6a6f56b6bd78ef0dc7b1f859874</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>302</th>\n",
+       "      <td>22d72b81647a52536359e041b14a962e177e3e09</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MjJkNzJiODE2NDdhNTI1MzYzNTllMDQxYjE0YTk2MmUxNzdlM2UwOQ==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-10-26T09:33:19Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2017-10-26T09:33:19Z</td>\n",
+       "      <td>Merge pull request #115 from ANHIG/3300\\n\\nIPD-IMGT/HLA Release 3.30.0</td>\n",
+       "      <td>88094ebf9c6f2e192678a0fec6c62041a6f0e389</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/88094ebf9c6f2e192678a0fec6c62041a6f0e389</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/22d72b81647a52536359e041b14a962e177e3e09</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/22d72b81647a52536359e041b14a962e177e3e09</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/22d72b81647a52536359e041b14a962e177e3e09</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/22d72b81647a52536359e041b14a962e177e3e09/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>5800ab43fe4afd66825db1e574176370558a94bf</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5800ab43fe4afd66825db1e574176370558a94bf</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5800ab43fe4afd66825db1e574176370558a94bf</td>\n",
+       "      <td>d99d8aca3f01f7431741a998ea5cc2417d53ac9c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d99d8aca3f01f7431741a998ea5cc2417d53ac9c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d99d8aca3f01f7431741a998ea5cc2417d53ac9c</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>303</th>\n",
+       "      <td>08554f8595c64127fc5d7cd316e046b7f0909cb2</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDg1NTRmODU5NWM2NDEyN2ZjNWQ3Y2QzMTZlMDQ2YjdmMDkwOWNiMg==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-11-10T10:15:45Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-11-10T10:15:45Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.30.0.\\n\\nThe CDS line of the hla.dat file has been updated, in response to\\nreported parser errors. The ‘&lt;‘ has been removed from all entries and\\nthe join condition is only used when at least two blocks of coordinates\\nare listed.</td>\n",
+       "      <td>526bd300cecdce6c39108fffd105e96a7086a342</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/526bd300cecdce6c39108fffd105e96a7086a342</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/08554f8595c64127fc5d7cd316e046b7f0909cb2</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/08554f8595c64127fc5d7cd316e046b7f0909cb2</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/08554f8595c64127fc5d7cd316e046b7f0909cb2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/08554f8595c64127fc5d7cd316e046b7f0909cb2/comments</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>d99d8aca3f01f7431741a998ea5cc2417d53ac9c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d99d8aca3f01f7431741a998ea5cc2417d53ac9c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d99d8aca3f01f7431741a998ea5cc2417d53ac9c</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>304</th>\n",
+       "      <td>3061939d9c953367a53b79c1a954d14d1a259948</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MzA2MTkzOWQ5Yzk1MzM2N2E1M2I3OWMxYTk1NGQxNGQxYTI1OTk0OA==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-11-10T10:17:18Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2017-11-10T10:17:18Z</td>\n",
+       "      <td>Merge pull request #119 from ANHIG/3300\\n\\nIPD-IMGT/HLA Release 3.30.0.</td>\n",
+       "      <td>526bd300cecdce6c39108fffd105e96a7086a342</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/526bd300cecdce6c39108fffd105e96a7086a342</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/3061939d9c953367a53b79c1a954d14d1a259948</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
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+       "      <td>tree 526bd300cecdce6c39108fffd105e96a7086a342\\nparent 22d72b81647a52536359e041b14a962e177e3e09\\nparent 08554f8595c64127fc5d7cd316e046b7f0909cb2\\nauthor Anthony Nolan HLA Informatics Group &lt;james.robinson@anthonynolan.org&gt; 1510309038 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1510309038 +0000\\n\\nMerge pull request #119 from ANHIG/3300\\n\\nIPD-IMGT/HLA Release 3.30.0.</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3061939d9c953367a53b79c1a954d14d1a259948/comments</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
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+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
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+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>22d72b81647a52536359e041b14a962e177e3e09</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/22d72b81647a52536359e041b14a962e177e3e09</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/22d72b81647a52536359e041b14a962e177e3e09</td>\n",
+       "      <td>08554f8595c64127fc5d7cd316e046b7f0909cb2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/08554f8595c64127fc5d7cd316e046b7f0909cb2</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/08554f8595c64127fc5d7cd316e046b7f0909cb2</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>305</th>\n",
+       "      <td>94dbd8ff0c71d31171c75e551b442125b0b0fe2a</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OTRkYmQ4ZmYwYzcxZDMxMTcxYzc1ZTU1MWI0NDIxMjViMGIwZmUyYQ==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-11-27T14:16:48Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-11-27T14:16:48Z</td>\n",
+       "      <td>Update to hla.dat\\n\\nAdditional sequence features for HLA-DRB1*14:13 removed.</td>\n",
+       "      <td>d1716679a838bb9a0ee750404b3f071fcb48b984</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/94dbd8ff0c71d31171c75e551b442125b0b0fe2a</td>\n",
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+       "      <td>False</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306</th>\n",
+       "      <td>1c2e1db1481078fd1fcb254e9b6077b7a0176fe9</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MWMyZTFkYjE0ODEwNzhmZDFmY2IyNTRlOWI2MDc3YjdhMDE3NmZlOQ==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-11-27T15:53:40Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-11-27T15:53:40Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.30.0\\n\\nRemoval of erroneous pseudo tag on a number of exon 5 sequences.</td>\n",
+       "      <td>c517c069478de350e4a78e0cefd49890c547a3bf</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1c2e1db1481078fd1fcb254e9b6077b7a0176fe9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1c2e1db1481078fd1fcb254e9b6077b7a0176fe9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1c2e1db1481078fd1fcb254e9b6077b7a0176fe9/comments</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3061939d9c953367a53b79c1a954d14d1a259948</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307</th>\n",
+       "      <td>58c11d41888968d3d740007beb3106f869163a3a</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NThjMTFkNDE4ODg5NjhkM2Q3NDAwMDdiZWIzMTA2Zjg2OTE2M2EzYQ==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-11-27T15:55:46Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-11-27T15:55:46Z</td>\n",
+       "      <td>Merge branch 'Latest' into 3300</td>\n",
+       "      <td>c517c069478de350e4a78e0cefd49890c547a3bf</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/58c11d41888968d3d740007beb3106f869163a3a</td>\n",
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+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1c2e1db1481078fd1fcb254e9b6077b7a0176fe9</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308</th>\n",
+       "      <td>3ec3328f771ccd276d42093b08b40110c22cf8bd</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6M2VjMzMyOGY3NzFjY2QyNzZkNDIwOTNiMDhiNDAxMTBjMjJjZjhiZA==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-11-27T19:54:43Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2017-11-27T19:54:43Z</td>\n",
+       "      <td>Update README.md</td>\n",
+       "      <td>b2d69f8dc5bb67b3fd79b168116d5cd535a81f29</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaHG2DCRBK7hj4Ov3rIwAAdHIIAKqL9Fhas2xguqHJBwaHJSYJ\\nLNeBIlf241E1oI6K80Pw0RTbk7VtPwndA7eafb52FB3es7aWaEEDOCRS1b385a9r\\n4m1Bvh0j73d008SQAnBVlH75Hfkm5r7XmDjnnU7BhP7bmyCSzH8ZEaDobjXsC7ra\\ngb/5PtwX2i8w01zHQEt/7EmuntmsyJbdy7ySlwSF9Pl28EI2jPgYm3KfCN2T/exk\\njnASnwIZmBmYRxM8t0S/foq6Qzq93sRKXeoBpi+GP0t5otGxOpq7OA4e5+Ywchdm\\n6/60zkiprn6i+0GhNVYeZU5ac6bFNjOxK9pF0bOFlBxfvALYAKX3yPRiC9Sc0e0=\\n=Krss\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree b2d69f8dc5bb67b3fd79b168116d5cd535a81f29\\nparent 58c11d41888968d3d740007beb3106f869163a3a\\nauthor Anthony Nolan HLA Informatics Group &lt;james.robinson@anthonynolan.org&gt; 1511812483 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1511812483 +0000\\n\\nUpdate README.md</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>309</th>\n",
+       "      <td>7e7f5b2d0b7ea8241b8d5f06657477781c4415a2</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6N2U3ZjViMmQwYjdlYTgyNDFiOGQ1ZjA2NjU3NDc3NzgxYzQ0MTVhMg==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-11-27T19:56:09Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2017-11-27T19:56:09Z</td>\n",
+       "      <td>Merge pull request #121 from ANHIG/3300\\n\\nUpdate to README.md</td>\n",
+       "      <td>b2d69f8dc5bb67b3fd79b168116d5cd535a81f29</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/b2d69f8dc5bb67b3fd79b168116d5cd535a81f29</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
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+       "      <td>3ec3328f771ccd276d42093b08b40110c22cf8bd</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3ec3328f771ccd276d42093b08b40110c22cf8bd</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3ec3328f771ccd276d42093b08b40110c22cf8bd</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310</th>\n",
+       "      <td>56c76906d05437800ab90b4124f2f508ef2ad046</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NTZjNzY5MDZkMDU0Mzc4MDBhYjkwYjQxMjRmMmY1MDhlZjJhZDA0Ng==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-11-29T11:41:25Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2017-11-29T11:41:25Z</td>\n",
+       "      <td>HLA.dat Manual\\n\\nA copy of the hla.dat manual</td>\n",
+       "      <td>d07395aaf55cad639377cee73fd2ce89e288552f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/d07395aaf55cad639377cee73fd2ce89e288552f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/56c76906d05437800ab90b4124f2f508ef2ad046</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
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+       "      <td>tree d07395aaf55cad639377cee73fd2ce89e288552f\\nparent 3ec3328f771ccd276d42093b08b40110c22cf8bd\\nauthor Anthony Nolan HLA Informatics Group &lt;james.robinson@anthonynolan.org&gt; 1511955685 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1511955685 +0000\\n\\nHLA.dat Manual\\n\\nA copy of the hla.dat manual</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/56c76906d05437800ab90b4124f2f508ef2ad046</td>\n",
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+       "      <td>False</td>\n",
+       "      <td>3ec3328f771ccd276d42093b08b40110c22cf8bd</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3ec3328f771ccd276d42093b08b40110c22cf8bd</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3ec3328f771ccd276d42093b08b40110c22cf8bd</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311</th>\n",
+       "      <td>2bd125a7b3a4bc66c17557dce66458b460e44f13</td>\n",
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+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-11-29T11:42:58Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2017-11-29T11:42:58Z</td>\n",
+       "      <td>Update Manual.md</td>\n",
+       "      <td>cc40c5eac565c2208b0a26b5c37194657ff21b84</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/cc40c5eac565c2208b0a26b5c37194657ff21b84</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
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+       "      <td>tree cc40c5eac565c2208b0a26b5c37194657ff21b84\\nparent 56c76906d05437800ab90b4124f2f508ef2ad046\\nauthor Anthony Nolan HLA Informatics Group &lt;james.robinson@anthonynolan.org&gt; 1511955778 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1511955778 +0000\\n\\nUpdate Manual.md</td>\n",
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+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/56c76906d05437800ab90b4124f2f508ef2ad046</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>312</th>\n",
+       "      <td>833f4eb56bf4eaa7e466680e7590ed7f993a6b18</td>\n",
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+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-11-29T11:44:51Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2017-11-29T11:44:51Z</td>\n",
+       "      <td>Update Manual.md</td>\n",
+       "      <td>676959c28da35aa5a34fc9207269b674e4304c90</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaHp2zCRBK7hj4Ov3rIwAAdHIIAJznZhpWHJE2W+RvR52P4UtD\\nxjjpA8yFVxRxADrrAXDDgJmXa84Mqo2vTVUSlbkaE7bdLKA82LsEBV4lM0AArEVy\\nY3hKWY3019tyXmxkV7FhNLNSDnRd+IJcKzIgBTfxbNHtute9J+sekNaIV+44AqO8\\nYNqilaKTmbLNLksxPXqMraslN02HBw7fewmnjC9xmtrPrSwiHdTQezHqGN13uLX1\\ngMZxc1AE5nT9BNNMD5+YAhoTUobdEzREtHlgb4GOd9auTYK8ovnvThy3Cd654pPV\\nIBEIUAhxKmLrSEKhp4WiWlQLQDpKqRhDlak4csTXXRfqi9mok0QynZTtqAb/biM=\\n=ZP5k\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree 676959c28da35aa5a34fc9207269b674e4304c90\\nparent 2bd125a7b3a4bc66c17557dce66458b460e44f13\\nauthor Anthony Nolan HLA Informatics Group &lt;james.robinson@anthonynolan.org&gt; 1511955891 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1511955891 +0000\\n\\nUpdate Manual.md</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/833f4eb56bf4eaa7e466680e7590ed7f993a6b18</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/833f4eb56bf4eaa7e466680e7590ed7f993a6b18</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/833f4eb56bf4eaa7e466680e7590ed7f993a6b18/comments</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
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+       "      <td>web-flow</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>2bd125a7b3a4bc66c17557dce66458b460e44f13</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2bd125a7b3a4bc66c17557dce66458b460e44f13</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2bd125a7b3a4bc66c17557dce66458b460e44f13</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>313</th>\n",
+       "      <td>4438901e7a482548ab48cc25886281d438a1b2a5</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NDQzODkwMWU3YTQ4MjU0OGFiNDhjYzI1ODg2MjgxZDQzOGExYjJhNQ==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-11-29T11:48:04Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2017-11-29T11:48:04Z</td>\n",
+       "      <td>Update Manual.md</td>\n",
+       "      <td>b840491d885e7fea466c2303ac9e76a49330c80f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/b840491d885e7fea466c2303ac9e76a49330c80f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/4438901e7a482548ab48cc25886281d438a1b2a5</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaHp50CRBK7hj4Ov3rIwAAdHIIAKnr9tFtBLKq5UuwGP1w8VEB\\naVNg340nsweX9U5GEH2IGkI0XVVdyR34/A/0Ic+Mtloba5fVtnZiBJPD2z7QVGOV\\naTKC9NYZxd111CLw1TGgVS1yvQ1LM8bbkLh7XTvBC4Hw71wVbYqr9+bDsGYSN3V7\\nje2mee9uEAgUQJxoHXy7aYm6VW7Ew1MPn3TJjn/jlDxxLT1+jT7KjXCZUawxfWDC\\nJdqEcC4AwrVrKJwJNGR3U3YHKB6Zd8Vr4SQqFpyVFMPjJN+TIjxmIeQbaggVsKG2\\nzUj8bayHzWhqLeQ3OW1Pb0gsuHcWey4kk/Hr8YZA6WRYh0hF+zoG2Vy8HcpTl4E=\\n=YIqb\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree b840491d885e7fea466c2303ac9e76a49330c80f\\nparent 833f4eb56bf4eaa7e466680e7590ed7f993a6b18\\nauthor Anthony Nolan HLA Informatics Group &lt;james.robinson@anthonynolan.org&gt; 1511956084 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1511956084 +0000\\n\\nUpdate Manual.md</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4438901e7a482548ab48cc25886281d438a1b2a5</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4438901e7a482548ab48cc25886281d438a1b2a5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4438901e7a482548ab48cc25886281d438a1b2a5/comments</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
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+       "      <td>https://github.com/web-flow</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>833f4eb56bf4eaa7e466680e7590ed7f993a6b18</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/833f4eb56bf4eaa7e466680e7590ed7f993a6b18</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/833f4eb56bf4eaa7e466680e7590ed7f993a6b18</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>314</th>\n",
+       "      <td>a5dfe9973ad3f2e018d8786d1a325df0142138be</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YTVkZmU5OTczYWQzZjJlMDE4ZDg3ODZkMWEzMjVkZjAxNDIxMzhiZQ==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-11-29T11:48:59Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2017-11-29T11:48:59Z</td>\n",
+       "      <td>Update Manual.md</td>\n",
+       "      <td>c9390f6013c34f4cfec9f853969e4dc478896eb5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/c9390f6013c34f4cfec9f853969e4dc478896eb5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/a5dfe9973ad3f2e018d8786d1a325df0142138be</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaHp6rCRBK7hj4Ov3rIwAAdHIIAElkNiFfoqNhJaZezF3reL6+\\n3MYIh8Ofgze+EQO40qrDfpKBSHocPzbtyuRzWCpPfJP9R92Qd5s28pXAjjttc983\\nqpWlDAIKOLh7Bhs5B6lGaXNE/saBZdw73Bq/0DK6OXlCqMSOoiUQ6yb8VpAuJz8T\\nP7gWfNVntOktX1S6nKVTfsXbpdK5+MfiV31/m6sq7rtUiJTaCGXhiUAooKCWSQaj\\nmQNZKzpa2GIiMVfhAxPKUMYBCLA3ZZix+D8HdWxZJE/Xv4F3wai6PTWBKQNK/A5K\\n1BvdhW0GIrsRb4CpsL1H5+OZ/wS0IY7N4ZBmRpzSl5z8MPkXggw5Vb6GaSs1Jfw=\\n=XXxH\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree c9390f6013c34f4cfec9f853969e4dc478896eb5\\nparent 4438901e7a482548ab48cc25886281d438a1b2a5\\nauthor Anthony Nolan HLA Informatics Group &lt;james.robinson@anthonynolan.org&gt; 1511956139 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1511956139 +0000\\n\\nUpdate Manual.md</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a5dfe9973ad3f2e018d8786d1a325df0142138be</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a5dfe9973ad3f2e018d8786d1a325df0142138be</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a5dfe9973ad3f2e018d8786d1a325df0142138be/comments</td>\n",
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+       "      <td>https://github.com/jrob119</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
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+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>4438901e7a482548ab48cc25886281d438a1b2a5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4438901e7a482548ab48cc25886281d438a1b2a5</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4438901e7a482548ab48cc25886281d438a1b2a5</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>315</th>\n",
+       "      <td>ba956c36c7f462445047c9e3ff186c7bc14c3108</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YmE5NTZjMzZjN2Y0NjI0NDUwNDdjOWUzZmYxODZjN2JjMTRjMzEwOA==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-11-29T11:50:03Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2017-11-29T11:50:03Z</td>\n",
+       "      <td>Update Manual.md</td>\n",
+       "      <td>8cb68ff70994b741b78e72a14aac480ffd6e614c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/8cb68ff70994b741b78e72a14aac480ffd6e614c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ba956c36c7f462445047c9e3ff186c7bc14c3108</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaHp7rCRBK7hj4Ov3rIwAAdHIIAG0xTQONDKlOfWvXixyoRy3f\\nuR0rMGxonYgVWwLkSdDSbLptQq2R7PGJoOvTk0YRRzQI0jOk0u8D2h/af0kgV9G/\\n5uGvHawOT9P/EBdnWHVsvjYVNw7UWabLzB7xyB9Vqlr+vvVrCacFjVRl0PbmtsHj\\nt+P78jNzQp+QwdeohUMcI98M/hvUXijUPmsJpzfaw8hKlyNv2c9A3S7WsIF87XdD\\nkxeu5eh09IkrcmyKKfb/KskXGZmdBxVHvXBYIUDGAZGvzVnNxFrrN2Vis7gJlMwB\\nFFoAlkypFIo3fuM0vVUml78HPdvoA1a2IRzCInJczqyeE7jtchYOrYhI5KRPJms=\\n=ljsF\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree 8cb68ff70994b741b78e72a14aac480ffd6e614c\\nparent a5dfe9973ad3f2e018d8786d1a325df0142138be\\nauthor Anthony Nolan HLA Informatics Group &lt;james.robinson@anthonynolan.org&gt; 1511956203 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1511956203 +0000\\n\\nUpdate Manual.md</td>\n",
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+       "      <td>jrob119</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>a5dfe9973ad3f2e018d8786d1a325df0142138be</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a5dfe9973ad3f2e018d8786d1a325df0142138be</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a5dfe9973ad3f2e018d8786d1a325df0142138be</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>316</th>\n",
+       "      <td>eb55f49c6095fba21b84e56b15e35a3b4d1677ef</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZWI1NWY0OWM2MDk1ZmJhMjFiODRlNTZiMTVlMzVhM2I0ZDE2NzdlZg==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-11-29T11:51:55Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2017-11-29T11:51:55Z</td>\n",
+       "      <td>Update Manual.md</td>\n",
+       "      <td>c958eb6884fcaccc68ba42d8a1d016ca79012614</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/c958eb6884fcaccc68ba42d8a1d016ca79012614</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/eb55f49c6095fba21b84e56b15e35a3b4d1677ef</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
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+       "      <td>tree c958eb6884fcaccc68ba42d8a1d016ca79012614\\nparent ba956c36c7f462445047c9e3ff186c7bc14c3108\\nauthor Anthony Nolan HLA Informatics Group &lt;james.robinson@anthonynolan.org&gt; 1511956315 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1511956315 +0000\\n\\nUpdate Manual.md</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/eb55f49c6095fba21b84e56b15e35a3b4d1677ef</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/eb55f49c6095fba21b84e56b15e35a3b4d1677ef</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>ba956c36c7f462445047c9e3ff186c7bc14c3108</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ba956c36c7f462445047c9e3ff186c7bc14c3108</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ba956c36c7f462445047c9e3ff186c7bc14c3108</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>317</th>\n",
+       "      <td>6551121884cd844b90a95d4a9ca8715326570628</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NjU1MTEyMTg4NGNkODQ0YjkwYTk1ZDRhOWNhODcxNTMyNjU3MDYyOA==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-11-29T11:52:52Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2017-11-29T11:52:52Z</td>\n",
+       "      <td>Merge pull request #122 from ANHIG/3300\\n\\nAddition of Manual.MD to Latest</td>\n",
+       "      <td>c958eb6884fcaccc68ba42d8a1d016ca79012614</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/c958eb6884fcaccc68ba42d8a1d016ca79012614</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/6551121884cd844b90a95d4a9ca8715326570628</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaHp+UCRBK7hj4Ov3rIwAAdHIIAK7CSBh1QlsK2BPYMjd4eRm3\\nSCA2Ts2kEKG5rliUVNHtxeylY6buEy1j6nysZLFqP2rwxySiwm1X6Xk8bk/t1OUL\\n61keimq7Ds7WwI5VAnRsZvBwUkQKNVUb9PuHgmgn1rrTDai1scnOQhyNTwdWBxIe\\nrm2u1wHaoO+dH5d7c/f7xWwUUqBgY8q5pssG2297fuWVQqGQXnHZH19RdNmAwdsE\\nFTZUQ7BjVTlX/eWMQMW1OMxp3sOp1TwBlAFOKcRFrmn7fSEZTt+hmxQpiy/NFPhI\\nB4KBXkJxH/P20nWONBik+PpJIaGtV/bk1xacYKMNtskNlWn3ApCYscKDqD2AFRM=\\n=ILSI\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree c958eb6884fcaccc68ba42d8a1d016ca79012614\\nparent 7e7f5b2d0b7ea8241b8d5f06657477781c4415a2\\nparent eb55f49c6095fba21b84e56b15e35a3b4d1677ef\\nauthor Anthony Nolan HLA Informatics Group &lt;james.robinson@anthonynolan.org&gt; 1511956372 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1511956372 +0000\\n\\nMerge pull request #122 from ANHIG/3300\\n\\nAddition of Manual.MD to Latest</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6551121884cd844b90a95d4a9ca8715326570628</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6551121884cd844b90a95d4a9ca8715326570628</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6551121884cd844b90a95d4a9ca8715326570628/comments</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
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+       "      <td></td>\n",
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+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
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+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
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+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>7e7f5b2d0b7ea8241b8d5f06657477781c4415a2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7e7f5b2d0b7ea8241b8d5f06657477781c4415a2</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7e7f5b2d0b7ea8241b8d5f06657477781c4415a2</td>\n",
+       "      <td>eb55f49c6095fba21b84e56b15e35a3b4d1677ef</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/eb55f49c6095fba21b84e56b15e35a3b4d1677ef</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/eb55f49c6095fba21b84e56b15e35a3b4d1677ef</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>318</th>\n",
+       "      <td>c23a7bc6bba0269ee6e01572b06ea6483da2813b</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YzIzYTdiYzZiYmEwMjY5ZWU2ZTAxNTcyYjA2ZWE2NDgzZGEyODEzYg==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-11-30T10:02:36Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-11-30T10:02:37Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.30.0\\n\\nUpdates to Allele_status.txt as recently released alleles were not\\nincluded. Addition of manual for hla.dat file and md5checksum.txt\\nupdated.</td>\n",
+       "      <td>bb7dbad0a4952439e96286f46d0304fbd46ea0c9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/bb7dbad0a4952439e96286f46d0304fbd46ea0c9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/c23a7bc6bba0269ee6e01572b06ea6483da2813b</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c23a7bc6bba0269ee6e01572b06ea6483da2813b</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c23a7bc6bba0269ee6e01572b06ea6483da2813b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c23a7bc6bba0269ee6e01572b06ea6483da2813b/comments</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>eb55f49c6095fba21b84e56b15e35a3b4d1677ef</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/eb55f49c6095fba21b84e56b15e35a3b4d1677ef</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/eb55f49c6095fba21b84e56b15e35a3b4d1677ef</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319</th>\n",
+       "      <td>687aad1961604b6d46d42c09870d7565c4a6e956</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Njg3YWFkMTk2MTYwNGI2ZDQ2ZDQyYzA5ODcwZDc1NjVjNGE2ZTk1Ng==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-11-30T10:04:18Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2017-11-30T10:04:18Z</td>\n",
+       "      <td>Merge pull request #123 from ANHIG/3300\\n\\nIPD-IMGT/HLA Release 3.30.0</td>\n",
+       "      <td>bb7dbad0a4952439e96286f46d0304fbd46ea0c9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/bb7dbad0a4952439e96286f46d0304fbd46ea0c9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/687aad1961604b6d46d42c09870d7565c4a6e956</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaH9eiCRBK7hj4Ov3rIwAAdHIIAFReUQ2NLBSD3EiPCSwfAPx0\\nkVxDOSYibtPY/UT1kIkxPP9v9qwl/fnqfmDNWlurII16zUZ7j4duqRIHjeg0YDvu\\n+WAJLdJuAtaLlVXuWxDRCI+g/7Kr6CGEED+QcucdKvdITcfPY/XzNCiBOFKTt6Kz\\nPG+jiGwMb0uNqNM/AohE+RAyx9TdARgNdLKNPQMHrMOrLmv+Cr7eBaD6g7HLNgwp\\nnvc0Y/UPIU/JwW3o+FMEnUvo1bbAmLgnYPgdrm6VuzhZ2lxKUbh2JSakN8K4rWwe\\neW7XxWK5WB0jZi0cJJ6w3EBwuVlDuktNRCZaJhXidPqAvdp1Iph9huiqwA/EHFo=\\n=fVg8\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree bb7dbad0a4952439e96286f46d0304fbd46ea0c9\\nparent 6551121884cd844b90a95d4a9ca8715326570628\\nparent c23a7bc6bba0269ee6e01572b06ea6483da2813b\\nauthor Anthony Nolan HLA Informatics Group &lt;james.robinson@anthonynolan.org&gt; 1512036258 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1512036258 +0000\\n\\nMerge pull request #123 from ANHIG/3300\\n\\nIPD-IMGT/HLA Release 3.30.0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/687aad1961604b6d46d42c09870d7565c4a6e956</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/687aad1961604b6d46d42c09870d7565c4a6e956</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/687aad1961604b6d46d42c09870d7565c4a6e956/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>6551121884cd844b90a95d4a9ca8715326570628</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6551121884cd844b90a95d4a9ca8715326570628</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6551121884cd844b90a95d4a9ca8715326570628</td>\n",
+       "      <td>c23a7bc6bba0269ee6e01572b06ea6483da2813b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c23a7bc6bba0269ee6e01572b06ea6483da2813b</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c23a7bc6bba0269ee6e01572b06ea6483da2813b</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320</th>\n",
+       "      <td>292e50390ce03ef29bcd473abcfc4239fd5fddd6</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MjkyZTUwMzkwY2UwM2VmMjliY2Q0NzNhYmNmYzQyMzlmZDVmZGRkNg==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-12-01T10:07:12Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-12-01T10:07:12Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.30.0\\n\\nUpdate to Manual.md file details SV entry in ID line, and SV line.</td>\n",
+       "      <td>86887ece02b9c52084067d35bea7defc047b9913</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/86887ece02b9c52084067d35bea7defc047b9913</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/292e50390ce03ef29bcd473abcfc4239fd5fddd6</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/292e50390ce03ef29bcd473abcfc4239fd5fddd6</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/292e50390ce03ef29bcd473abcfc4239fd5fddd6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/292e50390ce03ef29bcd473abcfc4239fd5fddd6/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>c23a7bc6bba0269ee6e01572b06ea6483da2813b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c23a7bc6bba0269ee6e01572b06ea6483da2813b</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c23a7bc6bba0269ee6e01572b06ea6483da2813b</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321</th>\n",
+       "      <td>63bcf41d5e8357579a01b5dde14dac4dee4b9f62</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NjNiY2Y0MWQ1ZTgzNTc1NzlhMDFiNWRkZTE0ZGFjNGRlZTRiOWY2Mg==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-12-01T10:10:06Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2017-12-01T10:10:06Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.30.0\\n\\nUpdate to Manual.md file details SV entry in ID line, and SV line.</td>\n",
+       "      <td>77d22ff910764c2d635893802eaaa80e411ca8f2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/77d22ff910764c2d635893802eaaa80e411ca8f2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/63bcf41d5e8357579a01b5dde14dac4dee4b9f62</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/63bcf41d5e8357579a01b5dde14dac4dee4b9f62</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/63bcf41d5e8357579a01b5dde14dac4dee4b9f62</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/63bcf41d5e8357579a01b5dde14dac4dee4b9f62/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>292e50390ce03ef29bcd473abcfc4239fd5fddd6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/292e50390ce03ef29bcd473abcfc4239fd5fddd6</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/292e50390ce03ef29bcd473abcfc4239fd5fddd6</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>322</th>\n",
+       "      <td>8753c19af7238360702ecbd5ac41c415d2721189</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ODc1M2MxOWFmNzIzODM2MDcwMmVjYmQ1YWM0MWM0MTVkMjcyMTE4OQ==</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-01-03T11:34:18Z</td>\n",
+       "      <td>anhig</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-01-03T11:34:18Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.30.0 Update\\n\\nUpdates to manual, and date and release number added to hla_ambigs.xml\\nfile.</td>\n",
+       "      <td>64990e259b1ec9b1bb9aa62ca4b1b41d876d832c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/64990e259b1ec9b1bb9aa62ca4b1b41d876d832c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/8753c19af7238360702ecbd5ac41c415d2721189</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8753c19af7238360702ecbd5ac41c415d2721189</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8753c19af7238360702ecbd5ac41c415d2721189</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8753c19af7238360702ecbd5ac41c415d2721189/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
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+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>63bcf41d5e8357579a01b5dde14dac4dee4b9f62</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/63bcf41d5e8357579a01b5dde14dac4dee4b9f62</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/63bcf41d5e8357579a01b5dde14dac4dee4b9f62</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>323</th>\n",
+       "      <td>a7e4b0a53425162108bcebbf876b60151b575eee</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YTdlNGIwYTUzNDI1MTYyMTA4YmNlYmJmODc2YjYwMTUxYjU3NWVlZQ==</td>\n",
+       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-01-03T11:36:08Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2018-01-03T11:36:08Z</td>\n",
+       "      <td>Merge pull request #124 from ANHIG/3300\\n\\nIPD-IMGT/HLA Release 3.30.0</td>\n",
+       "      <td>64990e259b1ec9b1bb9aa62ca4b1b41d876d832c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/64990e259b1ec9b1bb9aa62ca4b1b41d876d832c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/a7e4b0a53425162108bcebbf876b60151b575eee</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaTMAoCRBK7hj4Ov3rIwAAdHIIAGzZq4hb81Tw83QRrgLMtXU0\\nQxybPt6qCVKvggUqvu2qeoUs5Ty4QDi6gubNa/jTHD91p3DI2XnM68QjSVPmKNmm\\nUkIJV//ADBQYdBMT3Swf8d4/ZHY4qnm9KyHaVKYjvFB9vLmM3D7ABbZhISvDAYg+\\nYEVQ7LqYkcSIC2L0LBN5XUFqzYV41L+rtXd0tiHIDJ2QwPBsLCz9GjBM9Dki0RuN\\nk7jghutG8PgLambuQYYASfkMp0Qvd0+sTOfT5fn9Irn8yro2ozLlheGBc9Tgsq0d\\nL6s9q7Zq4Nk7ZLHfCNzLzl6rldnnTc2/laeXRDmgB9MhlqwY+QhDJLS/8cYwLIk=\\n=sAs8\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree 64990e259b1ec9b1bb9aa62ca4b1b41d876d832c\\nparent 687aad1961604b6d46d42c09870d7565c4a6e956\\nparent 8753c19af7238360702ecbd5ac41c415d2721189\\nauthor Anthony Nolan HLA Informatics Group &lt;james.robinson@anthonynolan.org&gt; 1514979368 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1514979368 +0000\\n\\nMerge pull request #124 from ANHIG/3300\\n\\nIPD-IMGT/HLA Release 3.30.0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a7e4b0a53425162108bcebbf876b60151b575eee</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a7e4b0a53425162108bcebbf876b60151b575eee</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a7e4b0a53425162108bcebbf876b60151b575eee/comments</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
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+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>687aad1961604b6d46d42c09870d7565c4a6e956</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/687aad1961604b6d46d42c09870d7565c4a6e956</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/687aad1961604b6d46d42c09870d7565c4a6e956</td>\n",
+       "      <td>8753c19af7238360702ecbd5ac41c415d2721189</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8753c19af7238360702ecbd5ac41c415d2721189</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8753c19af7238360702ecbd5ac41c415d2721189</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>324</th>\n",
+       "      <td>f0d17a6dfbdbbb3d65562d674386340b1ae778f9</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZjBkMTdhNmRmYmRiYmIzZDY1NTYyZDY3NDM4NjM0MGIxYWU3NzhmOQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-01-10T10:25:58Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-01-10T10:25:58Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.30.0\\n\\nUpdate to Manual.md file details about DT lines.</td>\n",
+       "      <td>643289569ff63977196ebb69592645219aa1b172</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/643289569ff63977196ebb69592645219aa1b172</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/f0d17a6dfbdbbb3d65562d674386340b1ae778f9</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f0d17a6dfbdbbb3d65562d674386340b1ae778f9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f0d17a6dfbdbbb3d65562d674386340b1ae778f9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f0d17a6dfbdbbb3d65562d674386340b1ae778f9/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>8753c19af7238360702ecbd5ac41c415d2721189</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8753c19af7238360702ecbd5ac41c415d2721189</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8753c19af7238360702ecbd5ac41c415d2721189</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>325</th>\n",
+       "      <td>b74bae18f48c092943fbfdc4f959aec1960301dc</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Yjc0YmFlMThmNDhjMDkyOTQzZmJmZGM0Zjk1OWFlYzE5NjAzMDFkYw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2018-01-10T10:27:23Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2018-01-10T10:27:23Z</td>\n",
+       "      <td>Merge pull request #128 from ANHIG/3300\\n\\nIPD-IMGT/HLA Release 3.30.0</td>\n",
+       "      <td>643289569ff63977196ebb69592645219aa1b172</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/643289569ff63977196ebb69592645219aa1b172</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/b74bae18f48c092943fbfdc4f959aec1960301dc</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaVeqLCRBK7hj4Ov3rIwAAdHIIABb6EAMNublJ0WZf6xSMl1Fq\\ndx1Y1lmtxtqWxHC9/oiOrbZ3usm5k/sz+mPFyEQvFpzpy+iOmUsYHgpknrh/2+Ip\\nTRFGhSKNysw3RkFGmPe9xyzlICcV1vtp2/HgVGZoJavwVUiqY33xAXzIgZ8mf406\\nWMpvhMfK14UVVpDpQc6L6IYwT90CaRBsgrV1e4Ar3UTF/fSJS/pC47Q8kIkJv5J/\\n64VolJpYNz4bNsicpzcsi4SV9LebG8ipWJp+mkO86jpOjR87rO14IOQth9qnaVPj\\nlVnQkglz/eHQvjxFJ9IGokvTR/nIBg76Gk6Bbld9BAxvs7Miwj/WFcrb4/MP4tE=\\n=OjFc\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree 643289569ff63977196ebb69592645219aa1b172\\nparent a7e4b0a53425162108bcebbf876b60151b575eee\\nparent f0d17a6dfbdbbb3d65562d674386340b1ae778f9\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1515580043 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1515580043 +0000\\n\\nMerge pull request #128 from ANHIG/3300\\n\\nIPD-IMGT/HLA Release 3.30.0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b74bae18f48c092943fbfdc4f959aec1960301dc</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b74bae18f48c092943fbfdc4f959aec1960301dc</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b74bae18f48c092943fbfdc4f959aec1960301dc/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
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+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>a7e4b0a53425162108bcebbf876b60151b575eee</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a7e4b0a53425162108bcebbf876b60151b575eee</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a7e4b0a53425162108bcebbf876b60151b575eee</td>\n",
+       "      <td>f0d17a6dfbdbbb3d65562d674386340b1ae778f9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f0d17a6dfbdbbb3d65562d674386340b1ae778f9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f0d17a6dfbdbbb3d65562d674386340b1ae778f9</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326</th>\n",
+       "      <td>0434e7ca92456678ce303e0c94af4e36266f1fbd</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDQzNGU3Y2E5MjQ1NjY3OGNlMzAzZTBjOTRhZjRlMzYyNjZmMWZiZA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-01-19T11:23:52Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-01-19T11:23:52Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.31.0\\n\\nRelease 3.31.0 of the IPD-IMGT/HLA Database</td>\n",
+       "      <td>15fa0f9faa8c2e3c1ed8c256cb10a3dbb0d946d0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/15fa0f9faa8c2e3c1ed8c256cb10a3dbb0d946d0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/0434e7ca92456678ce303e0c94af4e36266f1fbd</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0434e7ca92456678ce303e0c94af4e36266f1fbd</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0434e7ca92456678ce303e0c94af4e36266f1fbd</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0434e7ca92456678ce303e0c94af4e36266f1fbd/comments</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>b74bae18f48c092943fbfdc4f959aec1960301dc</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b74bae18f48c092943fbfdc4f959aec1960301dc</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b74bae18f48c092943fbfdc4f959aec1960301dc</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327</th>\n",
+       "      <td>bad10b1f56257845787573dffd8906545887b9db</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YmFkMTBiMWY1NjI1Nzg0NTc4NzU3M2RmZmQ4OTA2NTQ1ODg3YjlkYg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2018-01-19T11:25:09Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2018-01-19T11:25:09Z</td>\n",
+       "      <td>Merge pull request #129 from ANHIG/3310\\n\\nIPD-IMGT/HLA Release 3.31.0</td>\n",
+       "      <td>15fa0f9faa8c2e3c1ed8c256cb10a3dbb0d946d0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/15fa0f9faa8c2e3c1ed8c256cb10a3dbb0d946d0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/bad10b1f56257845787573dffd8906545887b9db</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaYdWVCRBK7hj4Ov3rIwAAdHIIAAxh+0bYvvvFnIPNP7yqEK34\\npzhcV06jlGUrXnOt7nl99HOKXPL3tm+x2h+9LnOg2RItfovzVtHapqtnoLFr1e7+\\nf7C/dofLT2b8k35AeXgPVCRL+WfK30cbj/Uf7ARkBu/K42v5Pg3/fYxqWkvlGPcs\\nOdo2NDgIJWq44JxN6C97X8zhxXglWvvmvcSVGWIKq+u1JhaN2jkTw5HqU4qWowek\\nPb+KLQYZwCzne7UJttNSZLxMeLBW0QjDrRVu3OrZQ2/Tw0HE95LcQwixmrQ1YJ2b\\n/k8sH89k1ak4bwqDqj+7P2TfYo3h//aAuI6k7AtJ2fRipNOLjEPndnMEWncqAl0=\\n=CXpF\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree 15fa0f9faa8c2e3c1ed8c256cb10a3dbb0d946d0\\nparent b74bae18f48c092943fbfdc4f959aec1960301dc\\nparent 0434e7ca92456678ce303e0c94af4e36266f1fbd\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1516361109 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1516361109 +0000\\n\\nMerge pull request #129 from ANHIG/3310\\n\\nIPD-IMGT/HLA Release 3.31.0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bad10b1f56257845787573dffd8906545887b9db</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/bad10b1f56257845787573dffd8906545887b9db</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bad10b1f56257845787573dffd8906545887b9db/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>b74bae18f48c092943fbfdc4f959aec1960301dc</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b74bae18f48c092943fbfdc4f959aec1960301dc</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b74bae18f48c092943fbfdc4f959aec1960301dc</td>\n",
+       "      <td>0434e7ca92456678ce303e0c94af4e36266f1fbd</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0434e7ca92456678ce303e0c94af4e36266f1fbd</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0434e7ca92456678ce303e0c94af4e36266f1fbd</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>328</th>\n",
+       "      <td>95387f55b0ffc7a0a858a1bbf162a159a3fb12c6</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OTUzODdmNTViMGZmYzdhMGE4NThhMWJiZjE2MmExNTlhM2ZiMTJjNg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-01-19T11:41:17Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-01-19T11:41:17Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.31.0\\n\\nRelease 3.31.0 of the IPD-IMGT/HLA Database</td>\n",
+       "      <td>94da8ced34e6e9630bd67df32f411c2683152e8d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/94da8ced34e6e9630bd67df32f411c2683152e8d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/95387f55b0ffc7a0a858a1bbf162a159a3fb12c6</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/95387f55b0ffc7a0a858a1bbf162a159a3fb12c6</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/95387f55b0ffc7a0a858a1bbf162a159a3fb12c6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/95387f55b0ffc7a0a858a1bbf162a159a3fb12c6/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0434e7ca92456678ce303e0c94af4e36266f1fbd</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0434e7ca92456678ce303e0c94af4e36266f1fbd</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0434e7ca92456678ce303e0c94af4e36266f1fbd</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>329</th>\n",
+       "      <td>a0723d561f4158d10be9f6b11d376122bb657a15</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YTA3MjNkNTYxZjQxNThkMTBiZTlmNmIxMWQzNzYxMjJiYjY1N2ExNQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2018-01-19T11:42:27Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2018-01-19T11:42:27Z</td>\n",
+       "      <td>Merge pull request #130 from ANHIG/3310\\n\\nIPD-IMGT/HLA Release 3.31.0</td>\n",
+       "      <td>94da8ced34e6e9630bd67df32f411c2683152e8d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/94da8ced34e6e9630bd67df32f411c2683152e8d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/a0723d561f4158d10be9f6b11d376122bb657a15</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaYdmjCRBK7hj4Ov3rIwAAdHIIAHMcioe4liKGUchMg+cJ3CIf\\nT4TgBuBHxr3Jt5Wqpy9SNn9tepupr1C/iO8mHY+S0bWPrRQF5lF7V8dK53n/IL8z\\nfYtNaWusYzSyiRIn5XaljC2jcE/oBlPOjD9zK4avNvsSBjAN72OHde3n/+kk3DGL\\nZbT6WsZtBSQ4tHJGWyjsRLQ+OsgFTxVH/8vslv42IX+0kkntVmCjEssaefZpZ2kF\\nHYYI+fnFF5QXIf2/ziw/QvEEAjOzMyUZHxOPB/Og9Z46WNe9V/Ecu7i1gX7aNpiu\\njc9o0nPgTRg6XQd0YpAjwpHs7Y7AFkMcly0mSO4SUoTGH+pmmk7zQC8njw7Yclw=\\n=V3NE\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree 94da8ced34e6e9630bd67df32f411c2683152e8d\\nparent bad10b1f56257845787573dffd8906545887b9db\\nparent 95387f55b0ffc7a0a858a1bbf162a159a3fb12c6\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1516362147 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1516362147 +0000\\n\\nMerge pull request #130 from ANHIG/3310\\n\\nIPD-IMGT/HLA Release 3.31.0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a0723d561f4158d10be9f6b11d376122bb657a15</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a0723d561f4158d10be9f6b11d376122bb657a15</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a0723d561f4158d10be9f6b11d376122bb657a15/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>bad10b1f56257845787573dffd8906545887b9db</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bad10b1f56257845787573dffd8906545887b9db</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/bad10b1f56257845787573dffd8906545887b9db</td>\n",
+       "      <td>95387f55b0ffc7a0a858a1bbf162a159a3fb12c6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/95387f55b0ffc7a0a858a1bbf162a159a3fb12c6</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/95387f55b0ffc7a0a858a1bbf162a159a3fb12c6</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>330</th>\n",
+       "      <td>4282c60ae637ad863b5ae99ef32393590dd1ef1f</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NDI4MmM2MGFlNjM3YWQ4NjNiNWFlOTllZjMyMzkzNTkwZGQxZWYxZg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-01-19T15:26:18Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-01-19T15:26:18Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.31.0\\n\\nInclusion of updated hla.dat file</td>\n",
+       "      <td>357fc314b10ac6b9bffc008c814b131d634fe4c7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/357fc314b10ac6b9bffc008c814b131d634fe4c7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/4282c60ae637ad863b5ae99ef32393590dd1ef1f</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4282c60ae637ad863b5ae99ef32393590dd1ef1f</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4282c60ae637ad863b5ae99ef32393590dd1ef1f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4282c60ae637ad863b5ae99ef32393590dd1ef1f/comments</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>95387f55b0ffc7a0a858a1bbf162a159a3fb12c6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/95387f55b0ffc7a0a858a1bbf162a159a3fb12c6</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/95387f55b0ffc7a0a858a1bbf162a159a3fb12c6</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>331</th>\n",
+       "      <td>5c40960a1fa5b158ba8c7927e6dbce72d712fd7a</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NWM0MDk2MGExZmE1YjE1OGJhOGM3OTI3ZTZkYmNlNzJkNzEyZmQ3YQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2018-01-19T15:28:27Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2018-01-19T15:28:27Z</td>\n",
+       "      <td>Merge pull request #131 from ANHIG/3310\\n\\nIPD-IMGT/HLA Release 3.31.0</td>\n",
+       "      <td>357fc314b10ac6b9bffc008c814b131d634fe4c7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/357fc314b10ac6b9bffc008c814b131d634fe4c7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/5c40960a1fa5b158ba8c7927e6dbce72d712fd7a</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
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+       "      <td>tree 357fc314b10ac6b9bffc008c814b131d634fe4c7\\nparent a0723d561f4158d10be9f6b11d376122bb657a15\\nparent 4282c60ae637ad863b5ae99ef32393590dd1ef1f\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1516375707 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1516375707 +0000\\n\\nMerge pull request #131 from ANHIG/3310\\n\\nIPD-IMGT/HLA Release 3.31.0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5c40960a1fa5b158ba8c7927e6dbce72d712fd7a</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5c40960a1fa5b158ba8c7927e6dbce72d712fd7a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5c40960a1fa5b158ba8c7927e6dbce72d712fd7a/comments</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>a0723d561f4158d10be9f6b11d376122bb657a15</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a0723d561f4158d10be9f6b11d376122bb657a15</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a0723d561f4158d10be9f6b11d376122bb657a15</td>\n",
+       "      <td>4282c60ae637ad863b5ae99ef32393590dd1ef1f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4282c60ae637ad863b5ae99ef32393590dd1ef1f</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4282c60ae637ad863b5ae99ef32393590dd1ef1f</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>332</th>\n",
+       "      <td>d2cf3ddfe6861b12eb46e763b5426657ec08fb5e</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZDJjZjNkZGZlNjg2MWIxMmViNDZlNzYzYjU0MjY2NTdlYzA4ZmI1ZQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-01-22T10:16:41Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-01-22T10:16:41Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.31.0\\n\\nUpdate to ClassI_nuc.txt file and assosciated zip archive and checksums.</td>\n",
+       "      <td>4f5314542aad0ee68b358886e2031a59c46a08db</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/4f5314542aad0ee68b358886e2031a59c46a08db</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/d2cf3ddfe6861b12eb46e763b5426657ec08fb5e</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d2cf3ddfe6861b12eb46e763b5426657ec08fb5e</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d2cf3ddfe6861b12eb46e763b5426657ec08fb5e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d2cf3ddfe6861b12eb46e763b5426657ec08fb5e/comments</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td></td>\n",
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+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>4282c60ae637ad863b5ae99ef32393590dd1ef1f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4282c60ae637ad863b5ae99ef32393590dd1ef1f</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4282c60ae637ad863b5ae99ef32393590dd1ef1f</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>333</th>\n",
+       "      <td>aa861b930fe68121b94cd06c07d3055ce90f4258</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YWE4NjFiOTMwZmU2ODEyMWI5NGNkMDZjMDdkMzA1NWNlOTBmNDI1OA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2018-01-22T10:17:33Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2018-01-22T10:17:33Z</td>\n",
+       "      <td>Merge pull request #132 from ANHIG/3310\\n\\nIPD-IMGT/HLA Release 3.31.0</td>\n",
+       "      <td>4f5314542aad0ee68b358886e2031a59c46a08db</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/4f5314542aad0ee68b358886e2031a59c46a08db</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/aa861b930fe68121b94cd06c07d3055ce90f4258</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
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+       "      <td>tree 4f5314542aad0ee68b358886e2031a59c46a08db\\nparent 5c40960a1fa5b158ba8c7927e6dbce72d712fd7a\\nparent d2cf3ddfe6861b12eb46e763b5426657ec08fb5e\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1516616253 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1516616253 +0000\\n\\nMerge pull request #132 from ANHIG/3310\\n\\nIPD-IMGT/HLA Release 3.31.0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/aa861b930fe68121b94cd06c07d3055ce90f4258</td>\n",
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+       "      <td>jrob119</td>\n",
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+       "      <td></td>\n",
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+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>5c40960a1fa5b158ba8c7927e6dbce72d712fd7a</td>\n",
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+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5c40960a1fa5b158ba8c7927e6dbce72d712fd7a</td>\n",
+       "      <td>d2cf3ddfe6861b12eb46e763b5426657ec08fb5e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d2cf3ddfe6861b12eb46e763b5426657ec08fb5e</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d2cf3ddfe6861b12eb46e763b5426657ec08fb5e</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>334</th>\n",
+       "      <td>86148b86c6965207f8258e28710dd2fab8618970</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ODYxNDhiODZjNjk2NTIwN2Y4MjU4ZTI4NzEwZGQyZmFiODYxODk3MA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-02-13T10:45:53Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-02-13T10:45:53Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.31.0\\n\\nRemoval or erroneous 'pseudo' tag on a number of exon entries.</td>\n",
+       "      <td>44fe399c0d0876b61a169917df765daf81e2e077</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/44fe399c0d0876b61a169917df765daf81e2e077</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/86148b86c6965207f8258e28710dd2fab8618970</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/86148b86c6965207f8258e28710dd2fab8618970</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/86148b86c6965207f8258e28710dd2fab8618970</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/86148b86c6965207f8258e28710dd2fab8618970/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>d2cf3ddfe6861b12eb46e763b5426657ec08fb5e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d2cf3ddfe6861b12eb46e763b5426657ec08fb5e</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d2cf3ddfe6861b12eb46e763b5426657ec08fb5e</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>335</th>\n",
+       "      <td>8d0a251d1fd75d178eac597094d0508f8e1024b9</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OGQwYTI1MWQxZmQ3NWQxNzhlYWM1OTcwOTRkMDUwOGY4ZTEwMjRiOQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-02-13T10:46:53Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-02-13T10:46:53Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.31.0  James Robinson committed\\n\\nRemoval or erroneous 'pseudo' tag on a number of exon entries.</td>\n",
+       "      <td>ebcbec4c6ef661001a7106fdc129f6cd488b32b2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/ebcbec4c6ef661001a7106fdc129f6cd488b32b2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/8d0a251d1fd75d178eac597094d0508f8e1024b9</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8d0a251d1fd75d178eac597094d0508f8e1024b9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8d0a251d1fd75d178eac597094d0508f8e1024b9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8d0a251d1fd75d178eac597094d0508f8e1024b9/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>86148b86c6965207f8258e28710dd2fab8618970</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/86148b86c6965207f8258e28710dd2fab8618970</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/86148b86c6965207f8258e28710dd2fab8618970</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>336</th>\n",
+       "      <td>8d5661e174009c682a8d378c87596a1489925275</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OGQ1NjYxZTE3NDAwOWM2ODJhOGQzNzhjODc1OTZhMTQ4OTkyNTI3NQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2018-02-13T10:50:02Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2018-02-13T10:50:02Z</td>\n",
+       "      <td>Merge pull request #134 from ANHIG/3310\\n\\n3310</td>\n",
+       "      <td>ebcbec4c6ef661001a7106fdc129f6cd488b32b2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/ebcbec4c6ef661001a7106fdc129f6cd488b32b2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/8d5661e174009c682a8d378c87596a1489925275</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJagsLaCRBK7hj4Ov3rIwAAdHIIAD2EcEyginDQROjXg710HhYv\\n7bxBVoXHLE9A1ZO6hXlbQxv1e/BZYz7iAKHdy761F0reTfjbx8QZ31/BvZnSVoH1\\nloUbz8wtvAQPAK9OSCgB1JR8MGRSHV5TvRfNzgoAFY65GitrswBWDUrOEIHb48bW\\nJ6yGdlv3kw5Li+uEcj1caVwWIYizNJKUbjmCF9FXjUqsuDS9XxMjXMXpjWCI9wP7\\n/AYZ89gYPbcT49BEOEgUG6tRflE6xUsu6xw+CzffAGA9bu3WguNIREbP3ZtvWg3F\\nOfIe5H7FUe7e0HLHmPskaVfr3JhjphZEFYl9LHUMeuPFISyfYkd+8sCDThPQFGM=\\n=NvIw\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree ebcbec4c6ef661001a7106fdc129f6cd488b32b2\\nparent aa861b930fe68121b94cd06c07d3055ce90f4258\\nparent 8d0a251d1fd75d178eac597094d0508f8e1024b9\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1518519002 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1518519002 +0000\\n\\nMerge pull request #134 from ANHIG/3310\\n\\n3310</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8d5661e174009c682a8d378c87596a1489925275</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8d5661e174009c682a8d378c87596a1489925275</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8d5661e174009c682a8d378c87596a1489925275/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>aa861b930fe68121b94cd06c07d3055ce90f4258</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/aa861b930fe68121b94cd06c07d3055ce90f4258</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/aa861b930fe68121b94cd06c07d3055ce90f4258</td>\n",
+       "      <td>8d0a251d1fd75d178eac597094d0508f8e1024b9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8d0a251d1fd75d178eac597094d0508f8e1024b9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8d0a251d1fd75d178eac597094d0508f8e1024b9</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>337</th>\n",
+       "      <td>5fd5136e8c6efd0f35352a138d3bf2b31481266a</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NWZkNTEzNmU4YzZlZmQwZjM1MzUyYTEzOGQzYmYyYjMxNDgxMjY2YQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-04-17T15:36:25Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-04-17T15:36:25Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.32.0\\n\\nRelease 3.32.0 of the IPD-IMGT/HLA Database</td>\n",
+       "      <td>b5db942db4e392f29fcca9c49864a9852919dcfa</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/b5db942db4e392f29fcca9c49864a9852919dcfa</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/5fd5136e8c6efd0f35352a138d3bf2b31481266a</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5fd5136e8c6efd0f35352a138d3bf2b31481266a</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5fd5136e8c6efd0f35352a138d3bf2b31481266a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5fd5136e8c6efd0f35352a138d3bf2b31481266a/comments</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
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+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td></td>\n",
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+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>8d0a251d1fd75d178eac597094d0508f8e1024b9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8d0a251d1fd75d178eac597094d0508f8e1024b9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8d0a251d1fd75d178eac597094d0508f8e1024b9</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>338</th>\n",
+       "      <td>36baa58fcd0fad90852b6e6ae690784eb4cb4b7a</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MzZiYWE1OGZjZDBmYWQ5MDg1MmI2ZTZhZTY5MDc4NGViNGNiNGI3YQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2018-04-17T15:38:24Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2018-04-17T15:38:24Z</td>\n",
+       "      <td>Merge pull request #138 from ANHIG/3320\\n\\nIPD-IMGT/HLA Release 3.32.0</td>\n",
+       "      <td>b5db942db4e392f29fcca9c49864a9852919dcfa</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/b5db942db4e392f29fcca9c49864a9852919dcfa</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/36baa58fcd0fad90852b6e6ae690784eb4cb4b7a</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJa1hTwCRBK7hj4Ov3rIwAAdHIIACdmdje+l4lrmK3tjt2psWuD\\nKlI0mw46Ust/AQ/15m6jZvBIl1mat5Rvddm6npOh9XHtaaghRCDePxpSPqG7RMBm\\nUtaIPsWIeqX7e4EIM8jWrgM3aReTSTUDhnIpNM7fMv9xpKiQLt9Y1d0cnMU8jwtw\\ne0avByC/bE0QOgWQRodzIVgDlnG+5gHBgipGjn3HRHlaGLEsh7EJRmAkzCV8hQG3\\nW1C6vJ7upWMdylQcEfdRjBJ6V/hoOZm9KRrTZLZOdcpg1F/LIf+avm/I4OxyujXS\\nPvGy8MiKykWABhbDYOuuWV0v0PsN9Q+moLgkxvu72rqFyMZ8Qu9nrIZz7TyIoGs=\\n=sXsC\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree b5db942db4e392f29fcca9c49864a9852919dcfa\\nparent 8d5661e174009c682a8d378c87596a1489925275\\nparent 5fd5136e8c6efd0f35352a138d3bf2b31481266a\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1523979504 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1523979504 +0100\\n\\nMerge pull request #138 from ANHIG/3320\\n\\nIPD-IMGT/HLA Release 3.32.0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/36baa58fcd0fad90852b6e6ae690784eb4cb4b7a</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/36baa58fcd0fad90852b6e6ae690784eb4cb4b7a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/36baa58fcd0fad90852b6e6ae690784eb4cb4b7a/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>8d5661e174009c682a8d378c87596a1489925275</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8d5661e174009c682a8d378c87596a1489925275</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8d5661e174009c682a8d378c87596a1489925275</td>\n",
+       "      <td>5fd5136e8c6efd0f35352a138d3bf2b31481266a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5fd5136e8c6efd0f35352a138d3bf2b31481266a</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5fd5136e8c6efd0f35352a138d3bf2b31481266a</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>339</th>\n",
+       "      <td>bcd392034d1a991d3fb179e86f5865c30d41f961</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YmNkMzkyMDM0ZDFhOTkxZDNmYjE3OWU4NmY1ODY1YzMwZDQxZjk2MQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2018-04-17T15:45:58Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2018-04-17T15:45:58Z</td>\n",
+       "      <td>Delete T_prot.fasta\\n\\nRemoved as HLA-T is a pseudogene</td>\n",
+       "      <td>0f22b7b5f9a0d59cf1e54caf1e83fc6429be50d5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/0f22b7b5f9a0d59cf1e54caf1e83fc6429be50d5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/bcd392034d1a991d3fb179e86f5865c30d41f961</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJa1ha2CRBK7hj4Ov3rIwAAdHIIAKeH/w5cdUaTGAVP66qPVnde\\n76+7ZQ5DFEWuLXFjRLbgoStpycjX/fXMiI25qOd7wKGQqbXTa/jdROqMZznUEvJ/\\ngYHsEP7ttlIKAw4APyjkbVDkLpA1LT+OSxIaxpoF9/U5kkfF/gdQOMRFj7rO02d0\\nr0M7hBog949F0gMZFlvF1YvzphmukleqmhVaLAgcPZHiUAmdJ1Ud80gkEtRtL6dN\\n5uWTlNImi0tEpmEpcWeRcFx594IKHzuh/EJc9qgpeS7xwfMTOy647/I7uxCkYc24\\nD3rtwe66HQRIoZ3XqVBhjpDylsngNB7/GcTA9oNmFjQTU8UDjJ2H6D8BXe+v6tw=\\n=dtxx\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree 0f22b7b5f9a0d59cf1e54caf1e83fc6429be50d5\\nparent 36baa58fcd0fad90852b6e6ae690784eb4cb4b7a\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1523979958 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1523979958 +0100\\n\\nDelete T_prot.fasta\\n\\nRemoved as HLA-T is a pseudogene</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bcd392034d1a991d3fb179e86f5865c30d41f961</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/bcd392034d1a991d3fb179e86f5865c30d41f961</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bcd392034d1a991d3fb179e86f5865c30d41f961/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>36baa58fcd0fad90852b6e6ae690784eb4cb4b7a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/36baa58fcd0fad90852b6e6ae690784eb4cb4b7a</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/36baa58fcd0fad90852b6e6ae690784eb4cb4b7a</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>340</th>\n",
+       "      <td>88f692665895f67f6da8346afa5d7d8d70833177</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ODhmNjkyNjY1ODk1ZjY3ZjZkYTgzNDZhZmE1ZDdkOGQ3MDgzMzE3Nw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2018-04-17T15:46:06Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2018-04-17T15:46:06Z</td>\n",
+       "      <td>Delete W_prot.fasta\\n\\nRemoved as HLA-W is a pseudogene</td>\n",
+       "      <td>ea85a98be5fcf67962f9148b40814ef5435288c9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/ea85a98be5fcf67962f9148b40814ef5435288c9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/88f692665895f67f6da8346afa5d7d8d70833177</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJa1ha+CRBK7hj4Ov3rIwAAdHIIAKch1TUcDPi+KxnkJCfLQFGg\\nQJ7wgDUJ4j8EbF95thd7YFdVI0wvR3eRZEh40FfpgJ0ww8UludG3l0eJ4tI89pFw\\n/2YA1nCZQv1ThsZhGGukwlp+ulQg1SiwAfr3RMsFXX5Q2Tv631UDz23SHbZD1I8u\\nJ0/8eSITh7iPsCO17zih63gsfkg8ifcwyLEXGalkeh6IdJSffQCHCu2gFU3q87LB\\ns5x3DprImPyQP1R+aUfT3AP2unpPQKD0n1bCp5F9n6vg3v1dm2CxdZSIW6DyaYFr\\nTfA5x3TcwS6cfPOIiVR+JlYuzHpcJxXoojNygq/5Y1uy13yUjv2TdAqalh3dWdE=\\n=izbZ\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree ea85a98be5fcf67962f9148b40814ef5435288c9\\nparent bcd392034d1a991d3fb179e86f5865c30d41f961\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1523979966 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1523979966 +0100\\n\\nDelete W_prot.fasta\\n\\nRemoved as HLA-W is a pseudogene</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/88f692665895f67f6da8346afa5d7d8d70833177</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/88f692665895f67f6da8346afa5d7d8d70833177</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/88f692665895f67f6da8346afa5d7d8d70833177/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>bcd392034d1a991d3fb179e86f5865c30d41f961</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bcd392034d1a991d3fb179e86f5865c30d41f961</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/bcd392034d1a991d3fb179e86f5865c30d41f961</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>341</th>\n",
+       "      <td>2dccbfbedf40084f3bb99aa233032c3a5d1bce20</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MmRjY2JmYmVkZjQwMDg0ZjNiYjk5YWEyMzMwMzJjM2E1ZDFiY2UyMA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2018-04-17T15:47:00Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2018-04-17T15:47:00Z</td>\n",
+       "      <td>Delete W_prot.pir\\n\\nRemoved as it is a pseudogene</td>\n",
+       "      <td>4f4ca0eadf29ca72043c1c237ea10aa3129bbdae</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/4f4ca0eadf29ca72043c1c237ea10aa3129bbdae</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/2dccbfbedf40084f3bb99aa233032c3a5d1bce20</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJa1hb1CRBK7hj4Ov3rIwAAdHIIAKiy7sX8XD57ody/srfe25/6\\nyOZcDVnWIH0LqEe5a0VEiMh82QJwPWx1nkxeBJReJKsL2CoWnUjQdZcTg8r1GSrO\\nSbdJaz3r97aiGhH4xuYRC93tEgNYMEC6Ugh2oDhGSh4N8vZGbuwNwUYp7M7XBTP4\\nNRO2ncXUJWyB3L+uDMjwMMgv/d3S9379Sk6TB7vM/28OOkYRbXfnZSJSqkQV0ghI\\ntcXXsss+ljoJqCkMWK1O5M0FfyLPfKhh9qb9Mg6VCHWBv+AgvCzDLx20UvhShMUr\\nZDsC2YBtv91BAP1yNYe4NUIHQCjdBWyTJ3g1oumnt292b6VD3a1YxCVdVVCUrlM=\\n=b14x\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree 4f4ca0eadf29ca72043c1c237ea10aa3129bbdae\\nparent 88f692665895f67f6da8346afa5d7d8d70833177\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1523980020 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1523980020 +0100\\n\\nDelete W_prot.pir\\n\\nRemoved as it is a pseudogene</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2dccbfbedf40084f3bb99aa233032c3a5d1bce20</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2dccbfbedf40084f3bb99aa233032c3a5d1bce20</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2dccbfbedf40084f3bb99aa233032c3a5d1bce20/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>88f692665895f67f6da8346afa5d7d8d70833177</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/88f692665895f67f6da8346afa5d7d8d70833177</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/88f692665895f67f6da8346afa5d7d8d70833177</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>342</th>\n",
+       "      <td>eaf4db3e00fcf151ec86c05dc05d13b904359a3c</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZWFmNGRiM2UwMGZjZjE1MWVjODZjMDVkYzA1ZDEzYjkwNDM1OWEzYw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2018-04-17T15:47:08Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2018-04-17T15:47:08Z</td>\n",
+       "      <td>Delete T_prot.pir\\n\\nRemoved as it is a pseudogene</td>\n",
+       "      <td>e1f3cdee9e11aab075a277212d7578bf0c75babf</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/e1f3cdee9e11aab075a277212d7578bf0c75babf</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/eaf4db3e00fcf151ec86c05dc05d13b904359a3c</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJa1hb8CRBK7hj4Ov3rIwAAdHIIAAEFgABiEx2i9tFHGSztm+HA\\nDcN88KsAqU/HfHIocLGwgQuDb6K7NOSXI/CJeTzO7baRxGPegoD/D+suTr455NnC\\nIO3QfnmwDo+iu7X43tFV8dGHhhzhtBzeFesgjK4J42td8s9xSCfeZZJWWWEwOf6E\\nm5NPKV9iN8vT4nm7WpfO0y4ZKqxGolQL0eXuSq+3HxlWhkPtGBTPhVDlvbGA+vyZ\\n3+F0/5bR70g+Pjhn1iTrmGQioGEO51Xm+YgHPrjNbtRHHcyeKsyfsfPtjzZjgxpC\\nkN7pkb/i6E++naSkOwuBEVWAz+nzJJVVyP3yIR5IAHKAMkZdTVnjjrzMOkLA5Oo=\\n=GRgJ\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree e1f3cdee9e11aab075a277212d7578bf0c75babf\\nparent 2dccbfbedf40084f3bb99aa233032c3a5d1bce20\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1523980028 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1523980028 +0100\\n\\nDelete T_prot.pir\\n\\nRemoved as it is a pseudogene</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/eaf4db3e00fcf151ec86c05dc05d13b904359a3c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/eaf4db3e00fcf151ec86c05dc05d13b904359a3c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/eaf4db3e00fcf151ec86c05dc05d13b904359a3c/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>2dccbfbedf40084f3bb99aa233032c3a5d1bce20</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2dccbfbedf40084f3bb99aa233032c3a5d1bce20</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2dccbfbedf40084f3bb99aa233032c3a5d1bce20</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>343</th>\n",
+       "      <td>4a2271d6c125d43c72498bac2dc1a73a3a320fcd</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NGEyMjcxZDZjMTI1ZDQzYzcyNDk4YmFjMmRjMWE3M2EzYTMyMGZjZA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2018-04-17T15:47:20Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2018-04-17T15:47:20Z</td>\n",
+       "      <td>Delete W_prot.msf\\n\\nRemoved as it is a pseudogene</td>\n",
+       "      <td>8ee34ef7dd52e6361a744311ba47b66f3df6cbcb</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/8ee34ef7dd52e6361a744311ba47b66f3df6cbcb</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/4a2271d6c125d43c72498bac2dc1a73a3a320fcd</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJa1hcICRBK7hj4Ov3rIwAAdHIIADzkxtGE+4T5rHJL99NtL6xO\\nRWQG3ti3tCu8qxQEImcM406Q5DSpgBwBa0SMf+C6szXKv5JpDlIY24O/HrYbmeCi\\nNdyXxyyvt36kffIS96CIqxMUXSIKkILtF60BP5C0TtFXyHc9iCzDNWhjDE2keguJ\\nr23WzYZGTxKvL3ZCI0CSB6LZsGhvIDNp+L8gLjcf0HDi2c52LDaegefNhJsjgy1a\\nNVwuvHqzSZCvOOyMhuO/FgkcD9pJo3jCYhjDdIgXNVaXl7pDpUsTh2jwpNEolz1k\\ncd/ZzEr67KIRH3U/cRNkWp07TDTMAAKdvBfTTe+xBCxFfT1nObQqCHiIrZeQIYA=\\n=iw7o\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree 8ee34ef7dd52e6361a744311ba47b66f3df6cbcb\\nparent eaf4db3e00fcf151ec86c05dc05d13b904359a3c\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1523980040 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1523980040 +0100\\n\\nDelete W_prot.msf\\n\\nRemoved as it is a pseudogene</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4a2271d6c125d43c72498bac2dc1a73a3a320fcd</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4a2271d6c125d43c72498bac2dc1a73a3a320fcd</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4a2271d6c125d43c72498bac2dc1a73a3a320fcd/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>eaf4db3e00fcf151ec86c05dc05d13b904359a3c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/eaf4db3e00fcf151ec86c05dc05d13b904359a3c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/eaf4db3e00fcf151ec86c05dc05d13b904359a3c</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>344</th>\n",
+       "      <td>fb3d245c5c449ce3b69990934a404c1ece84901f</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZmIzZDI0NWM1YzQ0OWNlM2I2OTk5MDkzNGE0MDRjMWVjZTg0OTAxZg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2018-04-17T15:47:30Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2018-04-17T15:47:30Z</td>\n",
+       "      <td>Delete T_prot.msf\\n\\nRemoved as it is a pseudogene</td>\n",
+       "      <td>06d95c4a6b4a73c53503bac22313de9cf5d96f4e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/06d95c4a6b4a73c53503bac22313de9cf5d96f4e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/fb3d245c5c449ce3b69990934a404c1ece84901f</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJa1hcTCRBK7hj4Ov3rIwAAdHIIAHj+2VKgsXdtx6hOOQb7/CHy\\n9KNZNH4LWnuMhlib9+c1ONcsk9aKNZkPD2EGE4ek61pdylrPy95fxllbir4GWDz7\\nVeLsuJcXL/rhdYWtxXF0DKmtJhU+ZukDBVTH5/L1EAEksp3MG5ISRQT3euz3+bGL\\nBX1cbRcm7/EFcB14KGjAiPvqwRqR2k7NLb33GecJp5kJge+6Sr5afQjqlp64lVyV\\nRKAMkQVkIwqlWKGRI+kVx5P7ZBcfrFbdXi8XE3liAHyV2v4aid62XWBK3vmyzCMP\\nDp7ZSthcI3ft5Phb1AvvNBNpBQgBwmCcLEwThg7gOSWGw6rm5qg0JP0amrSBcvA=\\n=xhFm\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree 06d95c4a6b4a73c53503bac22313de9cf5d96f4e\\nparent 4a2271d6c125d43c72498bac2dc1a73a3a320fcd\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1523980050 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1523980050 +0100\\n\\nDelete T_prot.msf\\n\\nRemoved as it is a pseudogene</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fb3d245c5c449ce3b69990934a404c1ece84901f</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/fb3d245c5c449ce3b69990934a404c1ece84901f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fb3d245c5c449ce3b69990934a404c1ece84901f/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>4a2271d6c125d43c72498bac2dc1a73a3a320fcd</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4a2271d6c125d43c72498bac2dc1a73a3a320fcd</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4a2271d6c125d43c72498bac2dc1a73a3a320fcd</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>345</th>\n",
+       "      <td>8cd29d3f4190623811ead7e8c5af4d8fe13d9b4c</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OGNkMjlkM2Y0MTkwNjIzODExZWFkN2U4YzVhZjRkOGZlMTNkOWI0Yw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-04-18T14:41:55Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-04-18T14:41:55Z</td>\n",
+       "      <td>Merge branch 'Latest' into 3320</td>\n",
+       "      <td>06d95c4a6b4a73c53503bac22313de9cf5d96f4e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/06d95c4a6b4a73c53503bac22313de9cf5d96f4e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/8cd29d3f4190623811ead7e8c5af4d8fe13d9b4c</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8cd29d3f4190623811ead7e8c5af4d8fe13d9b4c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8cd29d3f4190623811ead7e8c5af4d8fe13d9b4c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8cd29d3f4190623811ead7e8c5af4d8fe13d9b4c/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>5fd5136e8c6efd0f35352a138d3bf2b31481266a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5fd5136e8c6efd0f35352a138d3bf2b31481266a</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5fd5136e8c6efd0f35352a138d3bf2b31481266a</td>\n",
+       "      <td>fb3d245c5c449ce3b69990934a404c1ece84901f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fb3d245c5c449ce3b69990934a404c1ece84901f</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/fb3d245c5c449ce3b69990934a404c1ece84901f</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>346</th>\n",
+       "      <td>ae24ec929b79de60a9c0da3d2bc78a13b9b0da88</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YWUyNGVjOTI5Yjc5ZGU2MGE5YzBkYTNkMmJjNzhhMTNiOWIwZGE4OA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-04-18T14:45:29Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-04-18T14:45:29Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.32.0\\n\\nUpdates to 3.32.0 to remove pseudogene protein files and duplicate\\nentries for TAP1 and TAP2 in the fasta, pir and msf files. Update of\\nDPB1*697:01Q entry in rel_dna_ser.txt</td>\n",
+       "      <td>61f6d956059636a1f04327988872b8bbbac12d64</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/61f6d956059636a1f04327988872b8bbbac12d64</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ae24ec929b79de60a9c0da3d2bc78a13b9b0da88</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ae24ec929b79de60a9c0da3d2bc78a13b9b0da88</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ae24ec929b79de60a9c0da3d2bc78a13b9b0da88</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ae24ec929b79de60a9c0da3d2bc78a13b9b0da88/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>8cd29d3f4190623811ead7e8c5af4d8fe13d9b4c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8cd29d3f4190623811ead7e8c5af4d8fe13d9b4c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8cd29d3f4190623811ead7e8c5af4d8fe13d9b4c</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>347</th>\n",
+       "      <td>ceec6c83623fc48e31c306c88089891fb89575b0</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Y2VlYzZjODM2MjNmYzQ4ZTMxYzMwNmM4ODA4OTg5MWZiODk1NzViMA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2018-04-18T14:46:25Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2018-04-18T14:46:25Z</td>\n",
+       "      <td>Merge pull request #139 from ANHIG/3320\\n\\n3320</td>\n",
+       "      <td>61f6d956059636a1f04327988872b8bbbac12d64</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/61f6d956059636a1f04327988872b8bbbac12d64</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ceec6c83623fc48e31c306c88089891fb89575b0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJa11pBCRBK7hj4Ov3rIwAAdHIIABwhTDfVJKbrvlmQymS4sM2F\\nAI3UePG6ggvC8hfBH8ANu8WZZ9BEY+F7fcQCwtsooYT4o2rE4lCAf82vWBykWNYW\\nT4xdhsPXF7ipoPAbr1UptppfSfEZZ16Ke03fO+nSzfsq5plFrYI2ZXrRjKdDGiCu\\ntgFXX/O/8Ah4OKAJFjHHW736+4GPoq8lODK/X48pNOr30gKHMqjeWfyO/DHb+vq/\\nKx31CpI2JhzN+clUyy8DGcnyWUeO9akr7MjkZK/R7HOXrx/6/lKKArzIvAAwW7hr\\nhJt7Hx9HlR/cDhDm46pqqZiDYeS7NRF7jvlVWe+LBciA9aNXfPqgrc+M9/Z8lwk=\\n=psmd\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree 61f6d956059636a1f04327988872b8bbbac12d64\\nparent fb3d245c5c449ce3b69990934a404c1ece84901f\\nparent ae24ec929b79de60a9c0da3d2bc78a13b9b0da88\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1524062785 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1524062785 +0100\\n\\nMerge pull request #139 from ANHIG/3320\\n\\n3320</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ceec6c83623fc48e31c306c88089891fb89575b0</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ceec6c83623fc48e31c306c88089891fb89575b0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ceec6c83623fc48e31c306c88089891fb89575b0/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>fb3d245c5c449ce3b69990934a404c1ece84901f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fb3d245c5c449ce3b69990934a404c1ece84901f</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/fb3d245c5c449ce3b69990934a404c1ece84901f</td>\n",
+       "      <td>ae24ec929b79de60a9c0da3d2bc78a13b9b0da88</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ae24ec929b79de60a9c0da3d2bc78a13b9b0da88</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ae24ec929b79de60a9c0da3d2bc78a13b9b0da88</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>348</th>\n",
+       "      <td>d575b21a52735d79dd37a3a8b417b9c93e564700</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZDU3NWIyMWE1MjczNWQ3OWRkMzdhM2E4YjQxN2I5YzkzZTU2NDcwMA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-04-20T14:28:27Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-04-20T14:28:27Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.32.0\\n\\nC*02:10:01G was listed as C*02:10:01GG in the hla.xml file, addition of\\nHLA-Y to fasta, pir and msf directories, and hla_nuc.fasta and\\nhla_gen.fasta files.</td>\n",
+       "      <td>e10cd510e107b368cb34d88e64b2c775eb6c77dd</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/e10cd510e107b368cb34d88e64b2c775eb6c77dd</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/d575b21a52735d79dd37a3a8b417b9c93e564700</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d575b21a52735d79dd37a3a8b417b9c93e564700</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d575b21a52735d79dd37a3a8b417b9c93e564700</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d575b21a52735d79dd37a3a8b417b9c93e564700/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>ae24ec929b79de60a9c0da3d2bc78a13b9b0da88</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ae24ec929b79de60a9c0da3d2bc78a13b9b0da88</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ae24ec929b79de60a9c0da3d2bc78a13b9b0da88</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>349</th>\n",
+       "      <td>9372102bda7df07a02f114c196a4d0b1bb668f39</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OTM3MjEwMmJkYTdkZjA3YTAyZjExNGMxOTZhNGQwYjFiYjY2OGYzOQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-04-20T14:29:01Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-04-20T14:29:01Z</td>\n",
+       "      <td>Merge branch 'Latest' into 3320</td>\n",
+       "      <td>e10cd510e107b368cb34d88e64b2c775eb6c77dd</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/e10cd510e107b368cb34d88e64b2c775eb6c77dd</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/9372102bda7df07a02f114c196a4d0b1bb668f39</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9372102bda7df07a02f114c196a4d0b1bb668f39</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9372102bda7df07a02f114c196a4d0b1bb668f39</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9372102bda7df07a02f114c196a4d0b1bb668f39/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>d575b21a52735d79dd37a3a8b417b9c93e564700</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d575b21a52735d79dd37a3a8b417b9c93e564700</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d575b21a52735d79dd37a3a8b417b9c93e564700</td>\n",
+       "      <td>ceec6c83623fc48e31c306c88089891fb89575b0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ceec6c83623fc48e31c306c88089891fb89575b0</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ceec6c83623fc48e31c306c88089891fb89575b0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>350</th>\n",
+       "      <td>b9055382e8c2c30fff6d9de6a0be0265b5abc55f</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YjkwNTUzODJlOGMyYzMwZmZmNmQ5ZGU2YTBiZTAyNjViNWFiYzU1Zg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-04-20T14:29:17Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-04-20T14:29:17Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.32.0\\n\\nC*02:10:01G was listed as C*02:10:01GG in the hla.xml file, addition of\\nHLA-Y to fasta, pir and msf directories, and hla_nuc.fasta and\\nhla_gen.fasta files.</td>\n",
+       "      <td>840f00af732470a7435f965bbf881b557a7e9a4b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/840f00af732470a7435f965bbf881b557a7e9a4b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/b9055382e8c2c30fff6d9de6a0be0265b5abc55f</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b9055382e8c2c30fff6d9de6a0be0265b5abc55f</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b9055382e8c2c30fff6d9de6a0be0265b5abc55f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b9055382e8c2c30fff6d9de6a0be0265b5abc55f/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>9372102bda7df07a02f114c196a4d0b1bb668f39</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9372102bda7df07a02f114c196a4d0b1bb668f39</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9372102bda7df07a02f114c196a4d0b1bb668f39</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>351</th>\n",
+       "      <td>cf54775bef36c0df39e66317fe86b806d74811a3</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Y2Y1NDc3NWJlZjM2YzBkZjM5ZTY2MzE3ZmU4NmI4MDZkNzQ4MTFhMw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2018-04-20T14:29:38Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2018-04-20T14:29:38Z</td>\n",
+       "      <td>Merge pull request #141 from ANHIG/3320\\n\\n3320</td>\n",
+       "      <td>840f00af732470a7435f965bbf881b557a7e9a4b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/840f00af732470a7435f965bbf881b557a7e9a4b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/cf54775bef36c0df39e66317fe86b806d74811a3</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJa2flSCRBK7hj4Ov3rIwAAdHIIAGIDJDb/U6UEYuhg/kq+i0M2\\nzxZWlEzkhHo6C2cKlbecDv9zHVS63eHeoTvZ4RU8rexVRV9805mEnLWQ0dd0g8EP\\nzqlNZOUiRbknNx0CtPUiuDMc/Q/jdvtiVdnI2EM8ldImA5/PJ+fB0VyoAt/gFSzS\\nv/WCxGxHFkraEympoDlu1nu3KLE0TLVJcXlHN5ENT2+n5LJgn9xmCpGXr+TSpo/w\\nOcznhwlpFVpLmlH1lkTnuW8+rQFfFAxOQnr+U8ycXjTrZbNiXsBl7hB/tEdv3bBV\\nGpzE2eyMdxpfJC22xM8C6yxrsSPXd2oxRBXYt67HVJxH3Rqi2wniBcISs0g4LOg=\\n=qZUr\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree 840f00af732470a7435f965bbf881b557a7e9a4b\\nparent ceec6c83623fc48e31c306c88089891fb89575b0\\nparent b9055382e8c2c30fff6d9de6a0be0265b5abc55f\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1524234578 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1524234578 +0100\\n\\nMerge pull request #141 from ANHIG/3320\\n\\n3320</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cf54775bef36c0df39e66317fe86b806d74811a3</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cf54775bef36c0df39e66317fe86b806d74811a3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cf54775bef36c0df39e66317fe86b806d74811a3/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>ceec6c83623fc48e31c306c88089891fb89575b0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ceec6c83623fc48e31c306c88089891fb89575b0</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ceec6c83623fc48e31c306c88089891fb89575b0</td>\n",
+       "      <td>b9055382e8c2c30fff6d9de6a0be0265b5abc55f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b9055382e8c2c30fff6d9de6a0be0265b5abc55f</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b9055382e8c2c30fff6d9de6a0be0265b5abc55f</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>352</th>\n",
+       "      <td>608ffc01f775e8495191944bd4ac1e77fd5ca7cb</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NjA4ZmZjMDFmNzc1ZTg0OTUxOTE5NDRiZDRhYzFlNzdmZDVjYTdjYg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-04-24T14:02:03Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-04-24T14:02:03Z</td>\n",
+       "      <td>Update to Release 3.20.0\\n\\nRemoval of single feature join from DRB5 CDS entries in hla.dat</td>\n",
+       "      <td>45bdd393e71049e1eaa5dd992466b9d5878eebd0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/45bdd393e71049e1eaa5dd992466b9d5878eebd0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/608ffc01f775e8495191944bd4ac1e77fd5ca7cb</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/608ffc01f775e8495191944bd4ac1e77fd5ca7cb</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/608ffc01f775e8495191944bd4ac1e77fd5ca7cb</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/608ffc01f775e8495191944bd4ac1e77fd5ca7cb/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>60a5b4fb4e1488b6e2f9109078a5bcaa43e69b36</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/60a5b4fb4e1488b6e2f9109078a5bcaa43e69b36</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/60a5b4fb4e1488b6e2f9109078a5bcaa43e69b36</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>353</th>\n",
+       "      <td>6ed8336e430025284e3023dc24f149e63f2739b5</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NmVkODMzNmU0MzAwMjUyODRlMzAyM2RjMjRmMTQ5ZTYzZjI3MzliNQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-04-24T14:08:21Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-04-24T14:08:21Z</td>\n",
+       "      <td>Update to hla.dat\\n\\nUpdates to hla.dat to remove single feature joins for DRB5 and special\\ncharacters from author names</td>\n",
+       "      <td>41847c5d1a748db4d94b65f09524fcf32c22a0f9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/41847c5d1a748db4d94b65f09524fcf32c22a0f9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/6ed8336e430025284e3023dc24f149e63f2739b5</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6ed8336e430025284e3023dc24f149e63f2739b5</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6ed8336e430025284e3023dc24f149e63f2739b5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6ed8336e430025284e3023dc24f149e63f2739b5/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>e547ac988250b42804d7d59a9d4b1d5a2e0855c5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e547ac988250b42804d7d59a9d4b1d5a2e0855c5</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e547ac988250b42804d7d59a9d4b1d5a2e0855c5</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>354</th>\n",
+       "      <td>3813802728ea8402b8d2e843f670bbc98526143a</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MzgxMzgwMjcyOGVhODQwMmI4ZDJlODQzZjY3MGJiYzk4NTI2MTQzYQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-04-24T14:09:53Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-04-24T14:09:53Z</td>\n",
+       "      <td>Update to hla.dat\\n\\nCorrection of special characters in author names</td>\n",
+       "      <td>d559802496b4561c919e1712b7902169dca8a7a6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/d559802496b4561c919e1712b7902169dca8a7a6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/3813802728ea8402b8d2e843f670bbc98526143a</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3813802728ea8402b8d2e843f670bbc98526143a</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3813802728ea8402b8d2e843f670bbc98526143a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3813802728ea8402b8d2e843f670bbc98526143a/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>52f499bc735f01d48207bf6e8520b56d9e576a76</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/52f499bc735f01d48207bf6e8520b56d9e576a76</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/52f499bc735f01d48207bf6e8520b56d9e576a76</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>355</th>\n",
+       "      <td>05d9083ce42b1687c3e4f35a139f2fbbc2bfe8da</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDVkOTA4M2NlNDJiMTY4N2MzZTRmMzVhMTM5ZjJmYmJjMmJmZThkYQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-04-24T14:10:58Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-04-24T14:10:58Z</td>\n",
+       "      <td>Update to hla.dat\\n\\nRemoval of special characters from author names</td>\n",
+       "      <td>a811b3c13aef8b3cb19b7bd92a124fdaa03a08c4</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/a811b3c13aef8b3cb19b7bd92a124fdaa03a08c4</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/05d9083ce42b1687c3e4f35a139f2fbbc2bfe8da</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/05d9083ce42b1687c3e4f35a139f2fbbc2bfe8da</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/05d9083ce42b1687c3e4f35a139f2fbbc2bfe8da</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/05d9083ce42b1687c3e4f35a139f2fbbc2bfe8da/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>e46989ce2bccf8e58a520da10d172ef2960ed755</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e46989ce2bccf8e58a520da10d172ef2960ed755</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e46989ce2bccf8e58a520da10d172ef2960ed755</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>356</th>\n",
+       "      <td>c5acf7a4342869351b2382b1cc1d1b5763e7e04e</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YzVhY2Y3YTQzNDI4NjkzNTFiMjM4MmIxY2MxZDFiNTc2M2U3ZTA0ZQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-04-24T14:12:02Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-04-24T14:12:02Z</td>\n",
+       "      <td>Update to hla.dat\\n\\nRemoval of special characters from author names</td>\n",
+       "      <td>38f6dec075130ddb16c4d7a0508d92ec3e03490f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/38f6dec075130ddb16c4d7a0508d92ec3e03490f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/c5acf7a4342869351b2382b1cc1d1b5763e7e04e</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c5acf7a4342869351b2382b1cc1d1b5763e7e04e</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c5acf7a4342869351b2382b1cc1d1b5763e7e04e</td>\n",
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+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>c320d8541552dcad51ac9fc5d3dd09e4ef549a89</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c320d8541552dcad51ac9fc5d3dd09e4ef549a89</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c320d8541552dcad51ac9fc5d3dd09e4ef549a89</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>357</th>\n",
+       "      <td>1bdf407969cf6c5bb6db2c17c1f47bbbc916b74b</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MWJkZjQwNzk2OWNmNmM1YmI2ZGIyYzE3YzFmNDdiYmJjOTE2Yjc0Yg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-04-24T16:04:58Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-04-24T16:04:58Z</td>\n",
+       "      <td>Updates to formatting\\n\\nAll historical Allelelist.XXX.txt files have been updated to csv\\nformat, and include the standardised headers</td>\n",
+       "      <td>cd66fdd12af5452d1e47cfdc8200f52c67ef9001</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/cd66fdd12af5452d1e47cfdc8200f52c67ef9001</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/1bdf407969cf6c5bb6db2c17c1f47bbbc916b74b</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1bdf407969cf6c5bb6db2c17c1f47bbbc916b74b</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1bdf407969cf6c5bb6db2c17c1f47bbbc916b74b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1bdf407969cf6c5bb6db2c17c1f47bbbc916b74b/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>b9055382e8c2c30fff6d9de6a0be0265b5abc55f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b9055382e8c2c30fff6d9de6a0be0265b5abc55f</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b9055382e8c2c30fff6d9de6a0be0265b5abc55f</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>358</th>\n",
+       "      <td>b0a9e76723ba3a7d7ae161c6eba506d150b5171c</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YjBhOWU3NjcyM2JhM2E3ZDdhZTE2MWM2ZWJhNTA2ZDE1MGI1MTcxYw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-04-25T10:56:04Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-04-25T10:56:04Z</td>\n",
+       "      <td>Updates to formatting\\n\\nAll historical Allelelist.XXX.txt files have been updated to csv\\nformat, and include the standardised headers, and READ.me updated</td>\n",
+       "      <td>6f3c24dd5259d78a59c3c4b8e3fcebf7e1a052fa</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/6f3c24dd5259d78a59c3c4b8e3fcebf7e1a052fa</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/b0a9e76723ba3a7d7ae161c6eba506d150b5171c</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b0a9e76723ba3a7d7ae161c6eba506d150b5171c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b0a9e76723ba3a7d7ae161c6eba506d150b5171c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b0a9e76723ba3a7d7ae161c6eba506d150b5171c/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>1bdf407969cf6c5bb6db2c17c1f47bbbc916b74b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1bdf407969cf6c5bb6db2c17c1f47bbbc916b74b</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1bdf407969cf6c5bb6db2c17c1f47bbbc916b74b</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>359</th>\n",
+       "      <td>0bbcd1706ca2f899b67682b8783fae636bb0372d</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MGJiY2QxNzA2Y2EyZjg5OWI2NzY4MmI4NzgzZmFlNjM2YmIwMzcyZA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-04-26T12:36:01Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-04-26T12:36:01Z</td>\n",
+       "      <td>Update to IPD-IMGT/HLA Release 3.32.0\\n\\nUpdated prot.msf files to ensure all sequences are the same length with\\nthe MSF file. Updated sequence coordinates for C*07:02:01:17N to\\nreflect splice variant.</td>\n",
+       "      <td>4b1533a6b8199efa310581e4e3b223a4ef5ea8df</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/4b1533a6b8199efa310581e4e3b223a4ef5ea8df</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/0bbcd1706ca2f899b67682b8783fae636bb0372d</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0bbcd1706ca2f899b67682b8783fae636bb0372d</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0bbcd1706ca2f899b67682b8783fae636bb0372d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0bbcd1706ca2f899b67682b8783fae636bb0372d/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>b0a9e76723ba3a7d7ae161c6eba506d150b5171c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b0a9e76723ba3a7d7ae161c6eba506d150b5171c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b0a9e76723ba3a7d7ae161c6eba506d150b5171c</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>360</th>\n",
+       "      <td>027c139d2dda9e7bbf29d61af35f513c06a812a6</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDI3YzEzOWQyZGRhOWU3YmJmMjlkNjFhZjM1ZjUxM2MwNmE4MTJhNg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-04-27T12:12:02Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-04-27T12:12:02Z</td>\n",
+       "      <td>Update to IPD-IMGT/HLA Release 3.32.0\\n\\nUpdates to the C*07:02:01:17N exon coordinates</td>\n",
+       "      <td>9b3efa64f243e958ac0dddff3eea26a1e5096a73</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/9b3efa64f243e958ac0dddff3eea26a1e5096a73</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/027c139d2dda9e7bbf29d61af35f513c06a812a6</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/027c139d2dda9e7bbf29d61af35f513c06a812a6</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/027c139d2dda9e7bbf29d61af35f513c06a812a6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/027c139d2dda9e7bbf29d61af35f513c06a812a6/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0bbcd1706ca2f899b67682b8783fae636bb0372d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0bbcd1706ca2f899b67682b8783fae636bb0372d</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0bbcd1706ca2f899b67682b8783fae636bb0372d</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>361</th>\n",
+       "      <td>6942db8a0c2abbeb23fdb488721bbb41014923a4</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Njk0MmRiOGEwYzJhYmJlYjIzZmRiNDg4NzIxYmJiNDEwMTQ5MjNhNA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2018-04-27T12:12:58Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2018-04-27T12:12:58Z</td>\n",
+       "      <td>Merge pull request #142 from ANHIG/3320\\n\\n3320</td>\n",
+       "      <td>9b3efa64f243e958ac0dddff3eea26a1e5096a73</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/9b3efa64f243e958ac0dddff3eea26a1e5096a73</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/6942db8a0c2abbeb23fdb488721bbb41014923a4</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
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+       "      <td>tree 9b3efa64f243e958ac0dddff3eea26a1e5096a73\\nparent cf54775bef36c0df39e66317fe86b806d74811a3\\nparent 027c139d2dda9e7bbf29d61af35f513c06a812a6\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1524831178 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1524831178 +0100\\n\\nMerge pull request #142 from ANHIG/3320\\n\\n3320</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6942db8a0c2abbeb23fdb488721bbb41014923a4</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6942db8a0c2abbeb23fdb488721bbb41014923a4</td>\n",
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+       "      <td>jrob119</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>cf54775bef36c0df39e66317fe86b806d74811a3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cf54775bef36c0df39e66317fe86b806d74811a3</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cf54775bef36c0df39e66317fe86b806d74811a3</td>\n",
+       "      <td>027c139d2dda9e7bbf29d61af35f513c06a812a6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/027c139d2dda9e7bbf29d61af35f513c06a812a6</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/027c139d2dda9e7bbf29d61af35f513c06a812a6</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>362</th>\n",
+       "      <td>58b9841003e927db3fdb503055a22f57cb56a57c</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NThiOTg0MTAwM2U5MjdkYjNmZGI1MDMwNTVhMjJmNTdjYjU2YTU3Yw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-05-04T10:31:08Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-05-04T10:31:08Z</td>\n",
+       "      <td>Update to IPD-IMGT/HLA Release 3.32.0\\n\\nAllele IDs added to alignmentreference element attributes for DPB1 and DRB3-5 genes</td>\n",
+       "      <td>07bcfef1480c9b0dc09d7ff23a44e8872513aa6d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/07bcfef1480c9b0dc09d7ff23a44e8872513aa6d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/58b9841003e927db3fdb503055a22f57cb56a57c</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/58b9841003e927db3fdb503055a22f57cb56a57c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/58b9841003e927db3fdb503055a22f57cb56a57c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/58b9841003e927db3fdb503055a22f57cb56a57c/comments</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>027c139d2dda9e7bbf29d61af35f513c06a812a6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/027c139d2dda9e7bbf29d61af35f513c06a812a6</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/027c139d2dda9e7bbf29d61af35f513c06a812a6</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>363</th>\n",
+       "      <td>1e7d4759ce1a7bfb42ddd782272b7fe926c3d04f</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MWU3ZDQ3NTljZTFhN2JmYjQyZGRkNzgyMjcyYjdmZTkyNmMzZDA0Zg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2018-05-04T10:33:51Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2018-05-04T10:33:51Z</td>\n",
+       "      <td>Merge pull request #144 from ANHIG/3320\\n\\nUpdate to IPD-IMGT/HLA Release 3.32.0</td>\n",
+       "      <td>07bcfef1480c9b0dc09d7ff23a44e8872513aa6d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/07bcfef1480c9b0dc09d7ff23a44e8872513aa6d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/1e7d4759ce1a7bfb42ddd782272b7fe926c3d04f</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJa7DcPCRBK7hj4Ov3rIwAAdHIIAHf3cCfS331L7hDGmQT0g+/Z\\nquurxO81SZTVzW/5Zocz3ghMsP/bJAAZgG9UYZ0TxdKI0phoTgFKnR7u6u82FzOj\\nxHuq1OAb/ViYWVkOlNL6jVFU9g589QTSxcEqyrebPsS15LAJ54BFVv+00cMYkXNw\\n1FjRuep9kxhFKgPvaqjrClbHlJb+uX+gWSdhNzREi5Pfr4jGr5G5dsusoDp2NRbE\\nRwx7/XBhni2/4yCdXCzCiDDdMeRmlLzSeb6G3nI8gJ5UETX3Ms+ulPGtbMuIBF94\\nM5/AdMECDIDsNGHVnwQ8eQBJnlqtRaVXrejG3ItFy2bMUxdCWaisyxv7nZb2k+k=\\n=R61z\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree 07bcfef1480c9b0dc09d7ff23a44e8872513aa6d\\nparent 6942db8a0c2abbeb23fdb488721bbb41014923a4\\nparent 58b9841003e927db3fdb503055a22f57cb56a57c\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1525430031 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1525430031 +0100\\n\\nMerge pull request #144 from ANHIG/3320\\n\\nUpdate to IPD-IMGT/HLA Release 3.32.0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1e7d4759ce1a7bfb42ddd782272b7fe926c3d04f</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1e7d4759ce1a7bfb42ddd782272b7fe926c3d04f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1e7d4759ce1a7bfb42ddd782272b7fe926c3d04f/comments</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
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+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
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+       "      <td></td>\n",
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+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>6942db8a0c2abbeb23fdb488721bbb41014923a4</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6942db8a0c2abbeb23fdb488721bbb41014923a4</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6942db8a0c2abbeb23fdb488721bbb41014923a4</td>\n",
+       "      <td>58b9841003e927db3fdb503055a22f57cb56a57c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/58b9841003e927db3fdb503055a22f57cb56a57c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/58b9841003e927db3fdb503055a22f57cb56a57c</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>364</th>\n",
+       "      <td>f46dca0809b813e38214d96860da7ea83614e54c</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZjQ2ZGNhMDgwOWI4MTNlMzgyMTRkOTY4NjBkYTdlYTgzNjE0ZTU0Yw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-05-18T14:43:27Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-05-18T14:43:27Z</td>\n",
+       "      <td>Update to IPD-IMGT/HLA Release 3.32.0\\n\\nB_prot.msf was zero bytes in length, and the start of the gDNA was incorrectly labelled Y_gen.txt</td>\n",
+       "      <td>d84299286555d1be458860820c8b6d0e6ac2369c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/d84299286555d1be458860820c8b6d0e6ac2369c</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f46dca0809b813e38214d96860da7ea83614e54c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f46dca0809b813e38214d96860da7ea83614e54c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f46dca0809b813e38214d96860da7ea83614e54c/comments</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td></td>\n",
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+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>58b9841003e927db3fdb503055a22f57cb56a57c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/58b9841003e927db3fdb503055a22f57cb56a57c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/58b9841003e927db3fdb503055a22f57cb56a57c</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>365</th>\n",
+       "      <td>ebf0441ac18df985ffda33d62f0f75f78e06d223</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZWJmMDQ0MWFjMThkZjk4NWZmZGEzM2Q2MmYwZjc1Zjc4ZTA2ZDIyMw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2018-05-18T15:36:36Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2018-05-18T15:36:36Z</td>\n",
+       "      <td>Merge pull request #145 from ANHIG/3320\\n\\nUpdate to IPD-IMGT/HLA Release 3.32.0</td>\n",
+       "      <td>d84299286555d1be458860820c8b6d0e6ac2369c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/d84299286555d1be458860820c8b6d0e6ac2369c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ebf0441ac18df985ffda33d62f0f75f78e06d223</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
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+       "      <td>tree d84299286555d1be458860820c8b6d0e6ac2369c\\nparent 1e7d4759ce1a7bfb42ddd782272b7fe926c3d04f\\nparent f46dca0809b813e38214d96860da7ea83614e54c\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1526657796 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1526657796 +0100\\n\\nMerge pull request #145 from ANHIG/3320\\n\\nUpdate to IPD-IMGT/HLA Release 3.32.0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ebf0441ac18df985ffda33d62f0f75f78e06d223</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ebf0441ac18df985ffda33d62f0f75f78e06d223</td>\n",
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+       "      <td>jrob119</td>\n",
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+       "      <td></td>\n",
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+       "      <td>https://github.com/jrob119</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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+       "      <td>False</td>\n",
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+       "      <td></td>\n",
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+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>1e7d4759ce1a7bfb42ddd782272b7fe926c3d04f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1e7d4759ce1a7bfb42ddd782272b7fe926c3d04f</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1e7d4759ce1a7bfb42ddd782272b7fe926c3d04f</td>\n",
+       "      <td>f46dca0809b813e38214d96860da7ea83614e54c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f46dca0809b813e38214d96860da7ea83614e54c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f46dca0809b813e38214d96860da7ea83614e54c</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>366</th>\n",
+       "      <td>39309155109aabc9f65ebe96cf6dca3e103b9e10</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MzkzMDkxNTUxMDlhYWJjOWY2NWViZTk2Y2Y2ZGNhM2UxMDNiOWUxMA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-05-22T13:52:03Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-05-22T13:52:03Z</td>\n",
+       "      <td>Update to IPD-IMGT/HLA Release 3.32.0  James Robinson committed\\n\\nUdpated compressed alignments folder and updated md5 checksum</td>\n",
+       "      <td>663f953728288e1efc50a81ea54a4f4fcdea7d5e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/663f953728288e1efc50a81ea54a4f4fcdea7d5e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/39309155109aabc9f65ebe96cf6dca3e103b9e10</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/39309155109aabc9f65ebe96cf6dca3e103b9e10</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/39309155109aabc9f65ebe96cf6dca3e103b9e10</td>\n",
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+       "      <td>jrob119</td>\n",
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+       "      <td></td>\n",
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+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>f46dca0809b813e38214d96860da7ea83614e54c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f46dca0809b813e38214d96860da7ea83614e54c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f46dca0809b813e38214d96860da7ea83614e54c</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>367</th>\n",
+       "      <td>c87a3f615f2cbff3426bfbcd46aa92ea2351f05e</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Yzg3YTNmNjE1ZjJjYmZmMzQyNmJmYmNkNDZhYTkyZWEyMzUxZjA1ZQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2018-05-22T13:52:26Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2018-05-22T13:52:26Z</td>\n",
+       "      <td>Merge pull request #146 from ANHIG/3320\\n\\nUpdate to IPD-IMGT/HLA Release 3.32.0  James Robinson committed</td>\n",
+       "      <td>663f953728288e1efc50a81ea54a4f4fcdea7d5e</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>ebf0441ac18df985ffda33d62f0f75f78e06d223</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ebf0441ac18df985ffda33d62f0f75f78e06d223</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ebf0441ac18df985ffda33d62f0f75f78e06d223</td>\n",
+       "      <td>39309155109aabc9f65ebe96cf6dca3e103b9e10</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/39309155109aabc9f65ebe96cf6dca3e103b9e10</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/39309155109aabc9f65ebe96cf6dca3e103b9e10</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>368</th>\n",
+       "      <td>0f047cb2ba3d00f3c0e0e496865909cfdc46b846</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MGYwNDdjYjJiYTNkMDBmM2MwZTBlNDk2ODY1OTA5Y2ZkYzQ2Yjg0Ng==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-07-11T11:22:21Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-07-11T11:22:21Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.33.0\\n\\nRelease 3.33.0 of the IPD-IMGT/HLA Database</td>\n",
+       "      <td>568e836ce323defc9edbfe426a08ce79f4d0901c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/568e836ce323defc9edbfe426a08ce79f4d0901c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/0f047cb2ba3d00f3c0e0e496865909cfdc46b846</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0f047cb2ba3d00f3c0e0e496865909cfdc46b846</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0f047cb2ba3d00f3c0e0e496865909cfdc46b846</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0f047cb2ba3d00f3c0e0e496865909cfdc46b846/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>c87a3f615f2cbff3426bfbcd46aa92ea2351f05e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c87a3f615f2cbff3426bfbcd46aa92ea2351f05e</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c87a3f615f2cbff3426bfbcd46aa92ea2351f05e</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>369</th>\n",
+       "      <td>bb2498ccdb4396ed602db544a725793ea0d75d2a</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YmIyNDk4Y2NkYjQzOTZlZDYwMmRiNTQ0YTcyNTc5M2VhMGQ3NWQyYQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-07-11T11:35:01Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-07-11T11:35:01Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.33.0\\n\\nRelease 3.33.0 of the IPD-IMGT/HLA Database</td>\n",
+       "      <td>614bb625d0645f51007cc9de94643a7a32faab42</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/614bb625d0645f51007cc9de94643a7a32faab42</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/bb2498ccdb4396ed602db544a725793ea0d75d2a</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bb2498ccdb4396ed602db544a725793ea0d75d2a</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/bb2498ccdb4396ed602db544a725793ea0d75d2a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bb2498ccdb4396ed602db544a725793ea0d75d2a/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0f047cb2ba3d00f3c0e0e496865909cfdc46b846</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0f047cb2ba3d00f3c0e0e496865909cfdc46b846</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0f047cb2ba3d00f3c0e0e496865909cfdc46b846</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>370</th>\n",
+       "      <td>e923f79e2aaacacdb52de9b149c4a4946163b742</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZTkyM2Y3OWUyYWFhY2FjZGI1MmRlOWIxNDljNGE0OTQ2MTYzYjc0Mg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2018-07-11T11:36:49Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2018-07-11T11:36:49Z</td>\n",
+       "      <td>Update change_log.txt</td>\n",
+       "      <td>30c715d5115e55f48a4549da23bfeda974d066e8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/30c715d5115e55f48a4549da23bfeda974d066e8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/e923f79e2aaacacdb52de9b149c4a4946163b742</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJbRevRCRBK7hj4Ov3rIwAAdHIIAIBNPzBAhg38zxCC98mwGtD/\\nS9i8pQ0E3o02NGBvNLSMmjz+Wap7p2e5TTq249Ge47bHj25Xs8IbDeii08WV4a4B\\nwwOmdfuCuuWKWJUAJutRLs/fdOySgVhTpUZZwahdM1RDH+Nr+7/wI8bJ+jV45RJY\\nTvB/uU+sp7LKY6JfVxwMD0M5V90irsBQ6klgE7vlLcS3YRRfh9mTsGEKrsZXmTOG\\nkFksGQJs5uV5EIg034lFqaomnOPJtQLVYC0GI44QORa4+L+MxaLONXKs14q42lAK\\nQ3sWQgZWo8ObaFKs6Ogqr2NT40Wa9KHN1h6OKW4eBbvRAYoTnNSBzBCedC6eR4A=\\n=WHLN\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree 30c715d5115e55f48a4549da23bfeda974d066e8\\nparent bb2498ccdb4396ed602db544a725793ea0d75d2a\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1531309009 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1531309009 +0100\\n\\nUpdate change_log.txt</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e923f79e2aaacacdb52de9b149c4a4946163b742</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e923f79e2aaacacdb52de9b149c4a4946163b742</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e923f79e2aaacacdb52de9b149c4a4946163b742/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>bb2498ccdb4396ed602db544a725793ea0d75d2a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bb2498ccdb4396ed602db544a725793ea0d75d2a</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/bb2498ccdb4396ed602db544a725793ea0d75d2a</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>371</th>\n",
+       "      <td>256afa4865645e3bafc2372cfbd9780e653f535c</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MjU2YWZhNDg2NTY0NWUzYmFmYzIzNzJjZmJkOTc4MGU2NTNmNTM1Yw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2018-07-11T11:37:44Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2018-07-11T11:37:44Z</td>\n",
+       "      <td>Merge pull request #148 from ANHIG/3330\\n\\nIPD-IMGT/HLA Release 3.33.0</td>\n",
+       "      <td>30c715d5115e55f48a4549da23bfeda974d066e8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/30c715d5115e55f48a4549da23bfeda974d066e8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/256afa4865645e3bafc2372cfbd9780e653f535c</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJbRewICRBK7hj4Ov3rIwAAdHIIAHVfK7lEcBA8xEXUvD5eGEnf\\ndADtfL++ASy/oZj4UuoxsAHIso4BgpvrX9fAcbDnRo4viTHYXh4LN460dx7j2kJI\\nHoF4h0dA97mstJodEJYnJch0YyyOZm1XEE/vlYtOpXBw7as0WrI5/cRTODGvR8HL\\nKS3DfAq4R9XXLFTGxUv2T18TqOjewn74yfrB2PhF36sQzbE6VHgI9lMXgebpSy/w\\nGZaXBpn1M4hYVFmM0P9wSbFc9YFXEZA/2bN37FMeGhKRY3EVjafSyhjmx/sUw5H7\\nXQqmChEApBO00vNTyTbIyK510dhMaJEGEaoHcWDNbTOKWtbZdeR7uOKp6lWFzxg=\\n=6gma\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree 30c715d5115e55f48a4549da23bfeda974d066e8\\nparent c87a3f615f2cbff3426bfbcd46aa92ea2351f05e\\nparent e923f79e2aaacacdb52de9b149c4a4946163b742\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1531309064 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1531309064 +0100\\n\\nMerge pull request #148 from ANHIG/3330\\n\\nIPD-IMGT/HLA Release 3.33.0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/256afa4865645e3bafc2372cfbd9780e653f535c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/256afa4865645e3bafc2372cfbd9780e653f535c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/256afa4865645e3bafc2372cfbd9780e653f535c/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>c87a3f615f2cbff3426bfbcd46aa92ea2351f05e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c87a3f615f2cbff3426bfbcd46aa92ea2351f05e</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c87a3f615f2cbff3426bfbcd46aa92ea2351f05e</td>\n",
+       "      <td>e923f79e2aaacacdb52de9b149c4a4946163b742</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e923f79e2aaacacdb52de9b149c4a4946163b742</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e923f79e2aaacacdb52de9b149c4a4946163b742</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>372</th>\n",
+       "      <td>3e41645a33c1badb690ea9325732398b15bdd305</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6M2U0MTY0NWEzM2MxYmFkYjY5MGVhOTMyNTczMjM5OGIxNWJkZDMwNQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2018-07-11T17:30:10Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2018-07-11T17:30:10Z</td>\n",
+       "      <td>Update hla_nom_g.txt</td>\n",
+       "      <td>39f7cea8fe6a25f969ddb6a449a07e652d77bd38</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/39f7cea8fe6a25f969ddb6a449a07e652d77bd38</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/3e41645a33c1badb690ea9325732398b15bdd305</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJbRj6iCRBK7hj4Ov3rIwAAdHIIAC6PyFJp/T4PT19MPmBYfB+P\\nF/Uv6OeMcFiLQP2a4FEoItb8S3KacXmgf//4iKZ/ngWdbW1newWRVqtalBowXOhW\\noONF9gMF2lXCGcCZwC/gl+qOe98V19bU2YTsxy0hwJ7nbSxdhINQItvdaZp/Z41h\\nxA7UT2gUmPHfBs4dps2b0/wUW68lEy3VAXVZhhmqwmmcYlcQBt2O3ekF2rWn/b14\\npO6W/KJiddFLDM69EH3I9ZcW2+57aoYY/tpEB16S9V+86olVhD0FMYAAqsZRpb0Y\\nE0pDFZbU/2dcnkjTjNBuAgeUkfozI0+QTo7gUSHnfJYFs3ggcyl+iZkuG2TT94s=\\n=Vhdm\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree 39f7cea8fe6a25f969ddb6a449a07e652d77bd38\\nparent 256afa4865645e3bafc2372cfbd9780e653f535c\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1531330210 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1531330210 +0100\\n\\nUpdate hla_nom_g.txt</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3e41645a33c1badb690ea9325732398b15bdd305</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3e41645a33c1badb690ea9325732398b15bdd305</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3e41645a33c1badb690ea9325732398b15bdd305/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>256afa4865645e3bafc2372cfbd9780e653f535c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/256afa4865645e3bafc2372cfbd9780e653f535c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/256afa4865645e3bafc2372cfbd9780e653f535c</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>373</th>\n",
+       "      <td>140fa68f7c413fab6f220b30ace6e414b8bf6ec0</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MTQwZmE2OGY3YzQxM2ZhYjZmMjIwYjMwYWNlNmU0MTRiOGJmNmVjMA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2018-07-11T17:30:53Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2018-07-11T17:30:53Z</td>\n",
+       "      <td>Update hla_nom_g.txt</td>\n",
+       "      <td>39f7cea8fe6a25f969ddb6a449a07e652d77bd38</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/39f7cea8fe6a25f969ddb6a449a07e652d77bd38</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/140fa68f7c413fab6f220b30ace6e414b8bf6ec0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJbRj7NCRBK7hj4Ov3rIwAAdHIIAAMi35bpg6GDXlDzrOP3rD4o\\nEG2jI7I94/Z8o4YrA34erigU/LpUEblx5cxTKAHXIKq6dKL8RPqbKsDrlVNjZd/B\\nEtz5kJBSy5LYET2FFVHKFncmVtKWEaoyzBgTDpv8Es1XDdBd/ToTgMmwo6gTVAq3\\nC7Qg1/nUxrJ8ceuElzhOEZwLWiwf4FoJAVVy83uc9SX+rdqMFa48frS/P5Zm7u5u\\nldsMofK7vMe3FdNZSF0YIbKoax2AiXplus6sD3pd9RRWCIM16+0uu4jjJfAWyfe1\\nXR1VAP+XtABvk+C8SbUghNna8XKgyDXSihJI0iFv2ztd/RYOOpaabi7boI+CyZQ=\\n=VPjx\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree 39f7cea8fe6a25f969ddb6a449a07e652d77bd38\\nparent e923f79e2aaacacdb52de9b149c4a4946163b742\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1531330253 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1531330253 +0100\\n\\nUpdate hla_nom_g.txt</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/140fa68f7c413fab6f220b30ace6e414b8bf6ec0</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/140fa68f7c413fab6f220b30ace6e414b8bf6ec0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/140fa68f7c413fab6f220b30ace6e414b8bf6ec0/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>e923f79e2aaacacdb52de9b149c4a4946163b742</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e923f79e2aaacacdb52de9b149c4a4946163b742</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e923f79e2aaacacdb52de9b149c4a4946163b742</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>374</th>\n",
+       "      <td>fdb4666aac16126e3d851db8343e2d8c573131df</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZmRiNDY2NmFhYzE2MTI2ZTNkODUxZGI4MzQzZTJkOGM1NzMxMzFkZg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-07-12T09:50:05Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-07-12T09:50:05Z</td>\n",
+       "      <td>Updated md5 checksum file</td>\n",
+       "      <td>331eeb0ced31a6cc4984ff43662c9d456f22f1b1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/331eeb0ced31a6cc4984ff43662c9d456f22f1b1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/fdb4666aac16126e3d851db8343e2d8c573131df</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fdb4666aac16126e3d851db8343e2d8c573131df</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/fdb4666aac16126e3d851db8343e2d8c573131df</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fdb4666aac16126e3d851db8343e2d8c573131df/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>140fa68f7c413fab6f220b30ace6e414b8bf6ec0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/140fa68f7c413fab6f220b30ace6e414b8bf6ec0</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/140fa68f7c413fab6f220b30ace6e414b8bf6ec0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>375</th>\n",
+       "      <td>0c15e44d2c6efbf105d89282cef5ad171db4c131</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MGMxNWU0NGQyYzZlZmJmMTA1ZDg5MjgyY2VmNWFkMTcxZGI0YzEzMQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2018-07-12T09:50:43Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2018-07-12T09:50:43Z</td>\n",
+       "      <td>Merge pull request #149 from ANHIG/3330\\n\\n3330</td>\n",
+       "      <td>331eeb0ced31a6cc4984ff43662c9d456f22f1b1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/331eeb0ced31a6cc4984ff43662c9d456f22f1b1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/0c15e44d2c6efbf105d89282cef5ad171db4c131</td>\n",
+       "      <td>0</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3e41645a33c1badb690ea9325732398b15bdd305</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3e41645a33c1badb690ea9325732398b15bdd305</td>\n",
+       "      <td>fdb4666aac16126e3d851db8343e2d8c573131df</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fdb4666aac16126e3d851db8343e2d8c573131df</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/fdb4666aac16126e3d851db8343e2d8c573131df</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>376</th>\n",
+       "      <td>8b002924f8c095ab39fec054b1886adca6452d31</td>\n",
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+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-07-16T13:15:56Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-07-16T13:15:56Z</td>\n",
+       "      <td>Update to hla.dat and Class I Text Alignment.</td>\n",
+       "      <td>4f3fac82bad61561833e469b8be7accc7aaf74ac</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/4f3fac82bad61561833e469b8be7accc7aaf74ac</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8b002924f8c095ab39fec054b1886adca6452d31</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8b002924f8c095ab39fec054b1886adca6452d31</td>\n",
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+       "      <td>jrob119</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fdb4666aac16126e3d851db8343e2d8c573131df</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/fdb4666aac16126e3d851db8343e2d8c573131df</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>377</th>\n",
+       "      <td>c2f4740643ccf3c23b3be1145a1665944fcffbc6</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YzJmNDc0MDY0M2NjZjNjMjNiM2JlMTE0NWExNjY1OTQ0ZmNmZmJjNg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2018-07-16T13:17:19Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2018-07-16T13:17:19Z</td>\n",
+       "      <td>Merge pull request #152 from ANHIG/3330\\n\\nUpdate to hla.dat and Class I Text Alignment.</td>\n",
+       "      <td>4f3fac82bad61561833e469b8be7accc7aaf74ac</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/4f3fac82bad61561833e469b8be7accc7aaf74ac</td>\n",
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+       "      <td>0</td>\n",
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+       "      <td>tree 4f3fac82bad61561833e469b8be7accc7aaf74ac\\nparent 0c15e44d2c6efbf105d89282cef5ad171db4c131\\nparent 8b002924f8c095ab39fec054b1886adca6452d31\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1531747039 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1531747039 +0100\\n\\nMerge pull request #152 from ANHIG/3330\\n\\nUpdate to hla.dat and Class I Text Alignment.</td>\n",
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+       "      <td>False</td>\n",
+       "      <td>0c15e44d2c6efbf105d89282cef5ad171db4c131</td>\n",
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+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0c15e44d2c6efbf105d89282cef5ad171db4c131</td>\n",
+       "      <td>8b002924f8c095ab39fec054b1886adca6452d31</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8b002924f8c095ab39fec054b1886adca6452d31</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8b002924f8c095ab39fec054b1886adca6452d31</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>378</th>\n",
+       "      <td>3b1848614de19ad87a66436350f5a3161ee61188</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6M2IxODQ4NjE0ZGUxOWFkODdhNjY0MzYzNTBmNWEzMTYxZWU2MTE4OA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-07-31T09:57:05Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-07-31T09:57:05Z</td>\n",
+       "      <td>Corrections to hla.xml</td>\n",
+       "      <td>11224c69febf5a614671f590ef020ab812bf282c</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3b1848614de19ad87a66436350f5a3161ee61188</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3b1848614de19ad87a66436350f5a3161ee61188</td>\n",
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+       "      <td>jrob119</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>8b002924f8c095ab39fec054b1886adca6452d31</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8b002924f8c095ab39fec054b1886adca6452d31</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8b002924f8c095ab39fec054b1886adca6452d31</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>379</th>\n",
+       "      <td>f2b32a8dbc4d3cbc22e899619e3e88e24ec4541e</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZjJiMzJhOGRiYzRkM2NiYzIyZTg5OTYxOWUzZTg4ZTI0ZWM0NTQxZQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2018-07-31T09:59:25Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2018-07-31T09:59:25Z</td>\n",
+       "      <td>Merge pull request #157 from ANHIG/3330\\n\\nCorrections to hla.xml</td>\n",
+       "      <td>11224c69febf5a614671f590ef020ab812bf282c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/11224c69febf5a614671f590ef020ab812bf282c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/f2b32a8dbc4d3cbc22e899619e3e88e24ec4541e</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
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+       "      <td>tree 11224c69febf5a614671f590ef020ab812bf282c\\nparent c2f4740643ccf3c23b3be1145a1665944fcffbc6\\nparent 3b1848614de19ad87a66436350f5a3161ee61188\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1533031165 -0500\\ncommitter GitHub &lt;noreply@github.com&gt; 1533031165 -0500\\n\\nMerge pull request #157 from ANHIG/3330\\n\\nCorrections to hla.xml</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f2b32a8dbc4d3cbc22e899619e3e88e24ec4541e</td>\n",
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+       "      <td>jrob119</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>c2f4740643ccf3c23b3be1145a1665944fcffbc6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c2f4740643ccf3c23b3be1145a1665944fcffbc6</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c2f4740643ccf3c23b3be1145a1665944fcffbc6</td>\n",
+       "      <td>3b1848614de19ad87a66436350f5a3161ee61188</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3b1848614de19ad87a66436350f5a3161ee61188</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3b1848614de19ad87a66436350f5a3161ee61188</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>380</th>\n",
+       "      <td>16c09d89398603dcf653cc5476f857f1a21c1d9d</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MTZjMDlkODkzOTg2MDNkY2Y2NTNjYzU0NzZmODU3ZjFhMjFjMWQ5ZA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-08-14T08:54:04Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-08-14T08:54:04Z</td>\n",
+       "      <td>Blank files replaced\\n\\nA number of MSF files where showing as zero length, these have been updated</td>\n",
+       "      <td>7191080da28f0bea9682f16615d9eb39cd9df4c8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/7191080da28f0bea9682f16615d9eb39cd9df4c8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/16c09d89398603dcf653cc5476f857f1a21c1d9d</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/16c09d89398603dcf653cc5476f857f1a21c1d9d</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/16c09d89398603dcf653cc5476f857f1a21c1d9d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/16c09d89398603dcf653cc5476f857f1a21c1d9d/comments</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>39309155109aabc9f65ebe96cf6dca3e103b9e10</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/39309155109aabc9f65ebe96cf6dca3e103b9e10</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/39309155109aabc9f65ebe96cf6dca3e103b9e10</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>381</th>\n",
+       "      <td>0fb005a2a7da21b0a44670969e57b2cef883fea2</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MGZiMDA1YTJhN2RhMjFiMGE0NDY3MDk2OWU1N2IyY2VmODgzZmVhMg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2018-09-06T11:04:54Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2018-09-06T11:04:54Z</td>\n",
+       "      <td>Update Deleted_alleles.txt\\n\\nErroneous comma removed</td>\n",
+       "      <td>488260063bfe02807faa610cb49a94f55c288b45</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/488260063bfe02807faa610cb49a94f55c288b45</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/0fb005a2a7da21b0a44670969e57b2cef883fea2</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJbkQnWCRBK7hj4Ov3rIwAAdHIIAFZmEaaaznd7sleLbeilQcM1\\ntNFRO8OCwMhqZO5zyB267fKkrgQ7xRdDiuXmVZkldlwIFPzsNgv5bRTyhRtMTU1s\\nmszBedMTCuyhhqAkRaviVDFuUFeHNcC6OHsWh0zN7pVP0n8V0x6kOyk3OxLprLCR\\nEdFJ2KUS82NqXVD7NkcGL1getBripm0ckIL4Lo5IHZ+FG+1sODHUPRs6+pcFKgvp\\nWgUrwCgv+0pVHx1BvHzkTRbssdPaCdIBuZZPcHaxuv+9dxv49GU692hz8LsNoQs3\\nLs0xc+kbd4Hz27hyzFvHPNJPwMWuqmAzsVJLn7OlXukb5BZgPZ8KEYmRR2W+iCI=\\n=pLFI\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree 488260063bfe02807faa610cb49a94f55c288b45\\nparent f2b32a8dbc4d3cbc22e899619e3e88e24ec4541e\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1536231894 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1536231894 +0100\\n\\nUpdate Deleted_alleles.txt\\n\\nErroneous comma removed</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0fb005a2a7da21b0a44670969e57b2cef883fea2</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0fb005a2a7da21b0a44670969e57b2cef883fea2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0fb005a2a7da21b0a44670969e57b2cef883fea2/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
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+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>f2b32a8dbc4d3cbc22e899619e3e88e24ec4541e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f2b32a8dbc4d3cbc22e899619e3e88e24ec4541e</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f2b32a8dbc4d3cbc22e899619e3e88e24ec4541e</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>382</th>\n",
+       "      <td>589fec138a6544295f0b146d0da8c24735910bfb</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NTg5ZmVjMTM4YTY1NDQyOTVmMGIxNDZkMGRhOGMyNDczNTkxMGJmYg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-10-17T09:08:57Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-10-17T09:08:57Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.34.0\\n\\nRelease of files for IPD-IMGT/HLA Release 3.34.0</td>\n",
+       "      <td>dd07d1c55be033a24645d2da927a9cfb3abf2f37</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/dd07d1c55be033a24645d2da927a9cfb3abf2f37</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/589fec138a6544295f0b146d0da8c24735910bfb</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/589fec138a6544295f0b146d0da8c24735910bfb</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/589fec138a6544295f0b146d0da8c24735910bfb</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/589fec138a6544295f0b146d0da8c24735910bfb/comments</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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+       "      <td>False</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0fb005a2a7da21b0a44670969e57b2cef883fea2</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0fb005a2a7da21b0a44670969e57b2cef883fea2</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>383</th>\n",
+       "      <td>2a0214a4cf92aa2b145b3b6a29fe234ea5649c27</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MmEwMjE0YTRjZjkyYWEyYjE0NWIzYjZhMjlmZTIzNGVhNTY0OWMyNw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2018-10-17T09:15:48Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2018-10-17T09:15:48Z</td>\n",
+       "      <td>Merge pull request #162 from ANHIG/3340\\n\\nIPD-IMGT/HLA Release 3.34.0</td>\n",
+       "      <td>dd07d1c55be033a24645d2da927a9cfb3abf2f37</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/dd07d1c55be033a24645d2da927a9cfb3abf2f37</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/2a0214a4cf92aa2b145b3b6a29fe234ea5649c27</td>\n",
+       "      <td>0</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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+       "      <td>589fec138a6544295f0b146d0da8c24735910bfb</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/589fec138a6544295f0b146d0da8c24735910bfb</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/589fec138a6544295f0b146d0da8c24735910bfb</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
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+       "      <td>5edcf73549d1f462932c4fbb9416e911665bca15</td>\n",
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+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2018-10-17T09:17:38Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2018-10-17T09:17:38Z</td>\n",
+       "      <td>Update README.md</td>\n",
+       "      <td>c948e2d6d19019fc97204be20612b0878cdd0161</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/c948e2d6d19019fc97204be20612b0878cdd0161</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/5edcf73549d1f462932c4fbb9416e911665bca15</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5edcf73549d1f462932c4fbb9416e911665bca15</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>2a0214a4cf92aa2b145b3b6a29fe234ea5649c27</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2a0214a4cf92aa2b145b3b6a29fe234ea5649c27</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2a0214a4cf92aa2b145b3b6a29fe234ea5649c27</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>385</th>\n",
+       "      <td>2d282c36c2005a11e9d3151daaaaf7e4ca5acfb9</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MmQyODJjMzZjMjAwNWExMWU5ZDMxNTFkYWFhYWY3ZTRjYTVhY2ZiOQ==</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominicbarker@Dominics-iMac.local</td>\n",
+       "      <td>2018-10-18T15:05:10Z</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominicbarker@Dominics-iMac.local</td>\n",
+       "      <td>2018-10-18T15:05:10Z</td>\n",
+       "      <td>Update to DQB1*05:02:01:04 in DQB1_prot.txt</td>\n",
+       "      <td>86d8ca5851a41c45e953cc487bee9a23444b2a1e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/86d8ca5851a41c45e953cc487bee9a23444b2a1e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/2d282c36c2005a11e9d3151daaaaf7e4ca5acfb9</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2d282c36c2005a11e9d3151daaaaf7e4ca5acfb9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2d282c36c2005a11e9d3151daaaaf7e4ca5acfb9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2d282c36c2005a11e9d3151daaaaf7e4ca5acfb9/comments</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>589fec138a6544295f0b146d0da8c24735910bfb</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/589fec138a6544295f0b146d0da8c24735910bfb</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/589fec138a6544295f0b146d0da8c24735910bfb</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>386</th>\n",
+       "      <td>7b429b8c8ce7347ec86cb01b0dfc2f553ebe8f48</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6N2I0MjliOGM4Y2U3MzQ3ZWM4NmNiMDFiMGRmYzJmNTUzZWJlOGY0OA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2018-10-18T15:10:34Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2018-10-18T15:10:34Z</td>\n",
+       "      <td>Merge pull request #164 from ANHIG/3340\\n\\nUpdate to DQB1*05:02:01:04 in DQB1_prot.txt</td>\n",
+       "      <td>0f9576aa4adb537d44adbf3609305706b2ae8f30</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/0f9576aa4adb537d44adbf3609305706b2ae8f30</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/7b429b8c8ce7347ec86cb01b0dfc2f553ebe8f48</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJbyKJqCRBK7hj4Ov3rIwAAdHIIALHTO0SgzevZnDmoc5pNFUi8\\nYeZC0eI54BgU5jMk9ZULZ4BM4PEymQ2j8Vyj7aeNxtUfjWt3iMHHkiuUy5nSwh4d\\n1Stfeg2XytzvWxXcBTkOI9nY/fjCKqUiwboOkWmRkstsKwqJ5YEJGcou8WETtRlg\\nHSVqLLFu6N0nayev+hd1dw+WNCEecEGp8emo/wPyqMYhY9dT3O4tVenJP9Nz8kKm\\n78vMX029jC9bwzCI0+n2k6/M0BNVk7DpUe8zjI07jLRsBDcl+rfqTB1Hs5AHbGce\\nACzMD6bG6UCcYf4pXu1ALF2Yw84v95jNX8m55MI+T/cVS9zK7GOTglRH9vSJpg0=\\n=qJo+\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree 0f9576aa4adb537d44adbf3609305706b2ae8f30\\nparent 5edcf73549d1f462932c4fbb9416e911665bca15\\nparent 2d282c36c2005a11e9d3151daaaaf7e4ca5acfb9\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1539875434 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1539875434 +0100\\n\\nMerge pull request #164 from ANHIG/3340\\n\\nUpdate to DQB1*05:02:01:04 in DQB1_prot.txt</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7b429b8c8ce7347ec86cb01b0dfc2f553ebe8f48</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7b429b8c8ce7347ec86cb01b0dfc2f553ebe8f48</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7b429b8c8ce7347ec86cb01b0dfc2f553ebe8f48/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>5edcf73549d1f462932c4fbb9416e911665bca15</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5edcf73549d1f462932c4fbb9416e911665bca15</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5edcf73549d1f462932c4fbb9416e911665bca15</td>\n",
+       "      <td>2d282c36c2005a11e9d3151daaaaf7e4ca5acfb9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2d282c36c2005a11e9d3151daaaaf7e4ca5acfb9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2d282c36c2005a11e9d3151daaaaf7e4ca5acfb9</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>387</th>\n",
+       "      <td>d7a9804aa1e45b977538a5d6b405584b5c9f2422</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZDdhOTgwNGFhMWU0NWI5Nzc1MzhhNWQ2YjQwNTU4NGI1YzlmMjQyMg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-11-06T11:15:51Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-11-06T11:15:51Z</td>\n",
+       "      <td>Update xml/hla.xml.zip\\n\\nCorrrected sequence status for C*04:180:01, C*15:08</td>\n",
+       "      <td>755fd264b305bf03efe75d9d02d2cc598c85549d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/755fd264b305bf03efe75d9d02d2cc598c85549d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/d7a9804aa1e45b977538a5d6b405584b5c9f2422</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d7a9804aa1e45b977538a5d6b405584b5c9f2422</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d7a9804aa1e45b977538a5d6b405584b5c9f2422</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d7a9804aa1e45b977538a5d6b405584b5c9f2422/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>2d282c36c2005a11e9d3151daaaaf7e4ca5acfb9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2d282c36c2005a11e9d3151daaaaf7e4ca5acfb9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2d282c36c2005a11e9d3151daaaaf7e4ca5acfb9</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>388</th>\n",
+       "      <td>3062d7af91c20811352c88bb87d318a93fa3fd78</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MzA2MmQ3YWY5MWMyMDgxMTM1MmM4OGJiODdkMzE4YTkzZmEzZmQ3OA==</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominicbarker@Dominics-iMac.local</td>\n",
+       "      <td>2018-11-06T11:25:45Z</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominicbarker@Dominics-iMac.local</td>\n",
+       "      <td>2018-11-06T11:25:45Z</td>\n",
+       "      <td>Updates to protein number for B*13:123Q</td>\n",
+       "      <td>5000b429f42f1f11c6baa3efe091252bbc5d804b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/5000b429f42f1f11c6baa3efe091252bbc5d804b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/3062d7af91c20811352c88bb87d318a93fa3fd78</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3062d7af91c20811352c88bb87d318a93fa3fd78</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3062d7af91c20811352c88bb87d318a93fa3fd78</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3062d7af91c20811352c88bb87d318a93fa3fd78/comments</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>d7a9804aa1e45b977538a5d6b405584b5c9f2422</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d7a9804aa1e45b977538a5d6b405584b5c9f2422</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d7a9804aa1e45b977538a5d6b405584b5c9f2422</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>389</th>\n",
+       "      <td>f2472aaf572658757a7fc2b0132fcc85fbfe02c1</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZjI0NzJhYWY1NzI2NTg3NTdhN2ZjMmIwMTMyZmNjODVmYmZlMDJjMQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-11-06T11:29:52Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2018-11-06T11:29:52Z</td>\n",
+       "      <td>Update md5checksum.txt</td>\n",
+       "      <td>914b76326fda60b4c9f0391b0e1c0180589886ef</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/914b76326fda60b4c9f0391b0e1c0180589886ef</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/f2472aaf572658757a7fc2b0132fcc85fbfe02c1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f2472aaf572658757a7fc2b0132fcc85fbfe02c1</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f2472aaf572658757a7fc2b0132fcc85fbfe02c1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f2472aaf572658757a7fc2b0132fcc85fbfe02c1/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>3062d7af91c20811352c88bb87d318a93fa3fd78</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3062d7af91c20811352c88bb87d318a93fa3fd78</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3062d7af91c20811352c88bb87d318a93fa3fd78</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>390</th>\n",
+       "      <td>440678154494d8efd6d3fc4fe1c225b8fab3b25b</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NDQwNjc4MTU0NDk0ZDhlZmQ2ZDNmYzRmZTFjMjI1YjhmYWIzYjI1Yg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2018-11-06T11:30:30Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2018-11-06T11:30:30Z</td>\n",
+       "      <td>Merge pull request #165 from ANHIG/3340\\n\\n3340</td>\n",
+       "      <td>05fb3c207f4bf377955c3c2e24c80619e10fb2cd</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/05fb3c207f4bf377955c3c2e24c80619e10fb2cd</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/440678154494d8efd6d3fc4fe1c225b8fab3b25b</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJb4XtWCRBK7hj4Ov3rIwAAdHIIAIAtGAcuec1vCDdevOMNDt6s\\nXzPba2+U+FDjYsZUsYKg6aBjOPt2AjCJKkJ3DWtGEjXk+au1nXiq82Q10DP6umQc\\n8jMWTOAMZkn0/RURSH3IWKw6BqYJYSFK0lSBEIymBiQqwG0qSDgi8vvcDF39Doak\\nE3PmrWFxOMIksbTZGEeswQuEFkYH/7K+wXD/eXMUbaHQi/+TPNytkboECU4zcUSB\\nYD4Kz55nrwdIQmPVf1//b/bs9q2doR3w4XsfHVjjo9UEfcAL96bVvlHkB0rhufni\\nWIQK2JdecA7Gk4f2Wt7R0T12PqYEKSDE2rtRihuQ0VUYlmRl83luceWldSyV11o=\\n=Nlwp\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree 05fb3c207f4bf377955c3c2e24c80619e10fb2cd\\nparent 7b429b8c8ce7347ec86cb01b0dfc2f553ebe8f48\\nparent f2472aaf572658757a7fc2b0132fcc85fbfe02c1\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1541503830 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1541503830 +0000\\n\\nMerge pull request #165 from ANHIG/3340\\n\\n3340</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/440678154494d8efd6d3fc4fe1c225b8fab3b25b</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/440678154494d8efd6d3fc4fe1c225b8fab3b25b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/440678154494d8efd6d3fc4fe1c225b8fab3b25b/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>7b429b8c8ce7347ec86cb01b0dfc2f553ebe8f48</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7b429b8c8ce7347ec86cb01b0dfc2f553ebe8f48</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7b429b8c8ce7347ec86cb01b0dfc2f553ebe8f48</td>\n",
+       "      <td>f2472aaf572658757a7fc2b0132fcc85fbfe02c1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f2472aaf572658757a7fc2b0132fcc85fbfe02c1</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f2472aaf572658757a7fc2b0132fcc85fbfe02c1</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>391</th>\n",
+       "      <td>9a56d821cf09fa6acf34ba7fdb5fec294302dc68</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OWE1NmQ4MjFjZjA5ZmE2YWNmMzRiYTdmZGI1ZmVjMjk0MzAyZGM2OA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2019-01-23T12:20:16Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2019-01-23T12:20:16Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.35.0</td>\n",
+       "      <td>64fa05aa1ed8a419db2aa39fbd0c2c64ec59147a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/64fa05aa1ed8a419db2aa39fbd0c2c64ec59147a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/9a56d821cf09fa6acf34ba7fdb5fec294302dc68</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9a56d821cf09fa6acf34ba7fdb5fec294302dc68</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9a56d821cf09fa6acf34ba7fdb5fec294302dc68</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9a56d821cf09fa6acf34ba7fdb5fec294302dc68/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>440678154494d8efd6d3fc4fe1c225b8fab3b25b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/440678154494d8efd6d3fc4fe1c225b8fab3b25b</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/440678154494d8efd6d3fc4fe1c225b8fab3b25b</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>392</th>\n",
+       "      <td>80b19dd75cfc5144df45b7ed9b69ae237895b3ee</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ODBiMTlkZDc1Y2ZjNTE0NGRmNDViN2VkOWI2OWFlMjM3ODk1YjNlZQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2019-01-23T12:22:08Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2019-01-23T12:22:08Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.35.0</td>\n",
+       "      <td>0fa2b1f3cccceb6028aa2151c27b83be3151dd98</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/0fa2b1f3cccceb6028aa2151c27b83be3151dd98</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/80b19dd75cfc5144df45b7ed9b69ae237895b3ee</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/80b19dd75cfc5144df45b7ed9b69ae237895b3ee</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/80b19dd75cfc5144df45b7ed9b69ae237895b3ee</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/80b19dd75cfc5144df45b7ed9b69ae237895b3ee/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>9a56d821cf09fa6acf34ba7fdb5fec294302dc68</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9a56d821cf09fa6acf34ba7fdb5fec294302dc68</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9a56d821cf09fa6acf34ba7fdb5fec294302dc68</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>393</th>\n",
+       "      <td>58d5dbb01d59bb01bf52a54ee916de0502e3795e</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NThkNWRiYjAxZDU5YmIwMWJmNTJhNTRlZTkxNmRlMDUwMmUzNzk1ZQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2019-01-23T12:24:28Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2019-01-23T12:24:28Z</td>\n",
+       "      <td>Delete Alignments_Rel_3340.zip</td>\n",
+       "      <td>b0a5e25c1afedf0e85b0d8ca5309cb9198f0b5e7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/b0a5e25c1afedf0e85b0d8ca5309cb9198f0b5e7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/58d5dbb01d59bb01bf52a54ee916de0502e3795e</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcSFz8CRBK7hj4Ov3rIwAAdHIIAEfDChDTrA6LKpL3st39nyfh\\n5eRowJyRU8hVo/har8KmuCseInzog7xo5G3qOqPkc3L7fb5WNRKhtjaWfY7uKvB1\\n1BFutDSaP+cfEfEVHO1k16KUO4cmLVkvxL04awRuZ3++F1EUWrkBXJVDMKKpjfD1\\n6AuyCpCDQD9tVPMGBlKbSZ9e3Yu+nCsMQcTUdA34bKJioHYEeGetdzV8ZTa5nuF6\\nPzforNolj5RAO6ZOtEhtsPf4DMtF3CxtCB6oFAIStQJXNOcYuy93KXYHTI5uD2rI\\nxpzsRuNu1GyomMFPHKXISpn3BiZzGsSCKF6YCrM+dt8+ZoaMuIcYaGYiE2hnI4U=\\n=ZVBL\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree b0a5e25c1afedf0e85b0d8ca5309cb9198f0b5e7\\nparent 80b19dd75cfc5144df45b7ed9b69ae237895b3ee\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1548246268 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1548246268 +0000\\n\\nDelete Alignments_Rel_3340.zip</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/58d5dbb01d59bb01bf52a54ee916de0502e3795e</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/58d5dbb01d59bb01bf52a54ee916de0502e3795e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/58d5dbb01d59bb01bf52a54ee916de0502e3795e/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>80b19dd75cfc5144df45b7ed9b69ae237895b3ee</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/80b19dd75cfc5144df45b7ed9b69ae237895b3ee</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/80b19dd75cfc5144df45b7ed9b69ae237895b3ee</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>394</th>\n",
+       "      <td>bc5afbccfcab83e753302e06c9f4c9c232992646</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YmM1YWZiY2NmY2FiODNlNzUzMzAyZTA2YzlmNGM5YzIzMjk5MjY0Ng==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2019-01-23T12:32:29Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2019-01-23T12:32:29Z</td>\n",
+       "      <td>Update README.md</td>\n",
+       "      <td>7a04111a4d6f1fd2b78eaacdbf0a4e17ad7af29c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/7a04111a4d6f1fd2b78eaacdbf0a4e17ad7af29c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/bc5afbccfcab83e753302e06c9f4c9c232992646</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcSF7eCRBK7hj4Ov3rIwAAdHIIAA1Hr3VaWhcRRBiLv0PGGUGc\\nWbuuWNj+j4XkGeY3adxVmGTVQK9FNGdmlBUEmsbJCGNjH5OLug7K+48QpUr/Zri7\\nA2EZF7sTmQvbkXQQjtJwq7ta+SHoYeluGrwPtaUs6A14e/z5Z042oG24P/6326sI\\nyJQAPZvWNstJC2DuRgkAk7/Bw32DCBLj5nFbTdr5aemHVtv983JzylKKmRm0qlEe\\nKsEuBK/Ny9PadvDFHjpx6nrDSNuZHWTNyy0vi8fDwuXEk7hogY4pNGg90qzDpIo0\\nkbfc4uNw1KAnLlQvNZi2UekUz5cI3FtPvLk+BFFQRSjL7cPLlfiCRde5OhyyHgQ=\\n=fzVD\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree 7a04111a4d6f1fd2b78eaacdbf0a4e17ad7af29c\\nparent 58d5dbb01d59bb01bf52a54ee916de0502e3795e\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1548246749 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1548246749 +0000\\n\\nUpdate README.md</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bc5afbccfcab83e753302e06c9f4c9c232992646</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/bc5afbccfcab83e753302e06c9f4c9c232992646</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bc5afbccfcab83e753302e06c9f4c9c232992646/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>58d5dbb01d59bb01bf52a54ee916de0502e3795e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/58d5dbb01d59bb01bf52a54ee916de0502e3795e</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/58d5dbb01d59bb01bf52a54ee916de0502e3795e</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>395</th>\n",
+       "      <td>2841da4de8bad88fdcff4f711d188eca731320e4</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Mjg0MWRhNGRlOGJhZDg4ZmRjZmY0ZjcxMWQxODhlY2E3MzEzMjBlNA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2019-01-23T12:33:52Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2019-01-23T12:33:52Z</td>\n",
+       "      <td>Update README.md</td>\n",
+       "      <td>c866b1ade1df61f15c70cc2f1d715e67a107062b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/c866b1ade1df61f15c70cc2f1d715e67a107062b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/2841da4de8bad88fdcff4f711d188eca731320e4</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcSF8wCRBK7hj4Ov3rIwAAdHIIACUWWKfPJQVWnS3bQ9ROSkAo\\nwgkmWT6C2FORmnAEqtbxvSX4Wpu2uMQNyb7HujijoUT083oYbegsR/NHbGeBxqdP\\ndbKqbgox09qSe6A+WWml18IWxJCJhjqpPTl/WrjJYi1g/Q39TxPJdvFOTbfSIW3V\\nV0bxA6ZAEzGbNmEe1IcPmg9BmlQ53+n926V/KlTZbmfXCGYhEdhQYrxBtrc7F5OO\\n7dV0Mj6+EGQRah9Lrv0lr3J+2FXWCaMJY/1PEk9IYvvOZ2kc4DdvZys2ULJkRiac\\n9aasq0Pz63i1Z4bA0UtEUSUXj7m+byceTlVm64ijh9gX8un2XGnmS66rkRHv8i8=\\n=LwYh\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree c866b1ade1df61f15c70cc2f1d715e67a107062b\\nparent bc5afbccfcab83e753302e06c9f4c9c232992646\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1548246832 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1548246832 +0000\\n\\nUpdate README.md</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2841da4de8bad88fdcff4f711d188eca731320e4</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2841da4de8bad88fdcff4f711d188eca731320e4</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2841da4de8bad88fdcff4f711d188eca731320e4/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>bc5afbccfcab83e753302e06c9f4c9c232992646</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bc5afbccfcab83e753302e06c9f4c9c232992646</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/bc5afbccfcab83e753302e06c9f4c9c232992646</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>396</th>\n",
+       "      <td>99547568f22e486a758db0df41c27bd7a0a4abe0</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OTk1NDc1NjhmMjJlNDg2YTc1OGRiMGRmNDFjMjdiZDdhMGE0YWJlMA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2019-01-23T12:35:16Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2019-01-23T12:35:16Z</td>\n",
+       "      <td>Merge pull request #167 from ANHIG/3350\\n\\n3350</td>\n",
+       "      <td>c866b1ade1df61f15c70cc2f1d715e67a107062b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/c866b1ade1df61f15c70cc2f1d715e67a107062b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/99547568f22e486a758db0df41c27bd7a0a4abe0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcSF+ECRBK7hj4Ov3rIwAAdHIIAAgkEGt672Ui0xACNY8dMF39\\nNuinUWqwp3xkMXNuaQqKobGKSucrDog/L7EJCrOwzYKdksSwAOonhJGmITbh2313\\n1pI0eEajq88XLpVNFBrrGWBPkDGU6lh37Uqv65JzTo7ZS1eKPaZ26dr9/ztdo8ps\\nvOu7EFZaFZMLI0iUhzXXRU4nA7P00hJ3cEopYs2Z5IUC5Lv3e2PTC8urUFzoF5ce\\n/eqp8VuskTnIUyJ4wHEOGyFvQcy47ooTWdLREnAVQMvltlgShfqmdukjhbyFGhF2\\nqmwjCG0rSWVirs1tQFalmLhfik3AjDsraJ540TFzhaD8c4pkZT9zg0AhS1MAESg=\\n=6GS7\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree c866b1ade1df61f15c70cc2f1d715e67a107062b\\nparent 440678154494d8efd6d3fc4fe1c225b8fab3b25b\\nparent 2841da4de8bad88fdcff4f711d188eca731320e4\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1548246916 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1548246916 +0000\\n\\nMerge pull request #167 from ANHIG/3350\\n\\n3350</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/99547568f22e486a758db0df41c27bd7a0a4abe0</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/99547568f22e486a758db0df41c27bd7a0a4abe0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/99547568f22e486a758db0df41c27bd7a0a4abe0/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>440678154494d8efd6d3fc4fe1c225b8fab3b25b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/440678154494d8efd6d3fc4fe1c225b8fab3b25b</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/440678154494d8efd6d3fc4fe1c225b8fab3b25b</td>\n",
+       "      <td>2841da4de8bad88fdcff4f711d188eca731320e4</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2841da4de8bad88fdcff4f711d188eca731320e4</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2841da4de8bad88fdcff4f711d188eca731320e4</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>397</th>\n",
+       "      <td>cd579d7ed59cc01e5b1d5230543b552e1afe55ce</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Y2Q1NzlkN2VkNTljYzAxZTViMWQ1MjMwNTQzYjU1MmUxYWZlNTVjZQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2019-01-23T16:43:09Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2019-01-23T16:43:09Z</td>\n",
+       "      <td>Update README.md</td>\n",
+       "      <td>db982c3210a8b9dc2d31a5bccfdd2d7aced5f686</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/db982c3210a8b9dc2d31a5bccfdd2d7aced5f686</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/cd579d7ed59cc01e5b1d5230543b552e1afe55ce</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcSJmdCRBK7hj4Ov3rIwAAdHIIADxu0hBiNAxD27/1kzMRmJ6j\\nuxC7CkfLUFaEpbDE4PG7xw0jz6jYiGYolbH1WiXzDoop+1PJeqnRI9GSVF6uR2AO\\nKrVQsSy+rAc4mwaTG1X0QoH2fOH4tnSliZRPxWmjVWiKg6TiwiuOzqA8vez0zCjP\\ngtwjQgPKgfVRmRFIsu9HR6vq5pJTDmxNwP1dWvtRllXyXBtAFp9oOoZpbTf6e1XY\\nUQ3y/2+LPl7mi+jbeOdCkwdfWYDqcfkHGeGFPka43UvQ+P9aV48nw0AsXe0eQpxA\\nGXwdAtTCCyjRk7sxB00IdQOZ6NqTGwrSB3wUNuw4YWxHANqvVY+/MBCc1eQ46iI=\\n=1Fwz\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree db982c3210a8b9dc2d31a5bccfdd2d7aced5f686\\nparent 99547568f22e486a758db0df41c27bd7a0a4abe0\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1548261789 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1548261789 +0000\\n\\nUpdate README.md</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cd579d7ed59cc01e5b1d5230543b552e1afe55ce</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cd579d7ed59cc01e5b1d5230543b552e1afe55ce</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cd579d7ed59cc01e5b1d5230543b552e1afe55ce/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>99547568f22e486a758db0df41c27bd7a0a4abe0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/99547568f22e486a758db0df41c27bd7a0a4abe0</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/99547568f22e486a758db0df41c27bd7a0a4abe0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>398</th>\n",
+       "      <td>472b541958e2f8755dd72bf8601404c3fb035115</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NDcyYjU0MTk1OGUyZjg3NTVkZDcyYmY4NjAxNDA0YzNmYjAzNTExNQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2019-01-24T10:13:04Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2019-01-24T10:13:04Z</td>\n",
+       "      <td>Update README.md</td>\n",
+       "      <td>75b1a782874208273856adff1f782d13d4acef8c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/75b1a782874208273856adff1f782d13d4acef8c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/472b541958e2f8755dd72bf8601404c3fb035115</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcSY+wCRBK7hj4Ov3rIwAAdHIIAET6Rj1P872YhDWZuR40rDau\\n3TPVKdlmh2vT33SXo/4LoEUyW/ScEyJ3nOcyzscB6bdgiQaB35dFgL9mMUbpBLY1\\nN71rpkroWVbwY6TnO3BroPQMFVt9sSi8BDsRoHNp806irsCn0qbc20Hcd4YZUJVr\\nxE9ZZwhWMVVCbFllXA8WZqWmPhAgZ9T+S0003XisTxQjUAsv2C66taSUNMbzNwfM\\nlPLG+qteVvAHTmRlRtNLFHS5ldDVwY01G562Yql1torKPYRZmDEzHfOFgUZbSyvV\\noo3p9X+0Q+revRu0h3ljN0Bd3/Yvii+msNqRO6C6dEQdgyXuUq6UPJx7J6SPMgw=\\n=rSPA\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree 75b1a782874208273856adff1f782d13d4acef8c\\nparent cd579d7ed59cc01e5b1d5230543b552e1afe55ce\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1548324784 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1548324784 +0000\\n\\nUpdate README.md</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/472b541958e2f8755dd72bf8601404c3fb035115</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/472b541958e2f8755dd72bf8601404c3fb035115</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/472b541958e2f8755dd72bf8601404c3fb035115/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>cd579d7ed59cc01e5b1d5230543b552e1afe55ce</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cd579d7ed59cc01e5b1d5230543b552e1afe55ce</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cd579d7ed59cc01e5b1d5230543b552e1afe55ce</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>399</th>\n",
+       "      <td>b242db2010c8b5ed5f22ba89c3132da225fc5fa2</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YjI0MmRiMjAxMGM4YjVlZDVmMjJiYTg5YzMxMzJkYTIyNWZjNWZhMg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2019-01-24T10:13:21Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2019-01-24T10:13:21Z</td>\n",
+       "      <td>Update README.md</td>\n",
+       "      <td>54e46cb91a8843722fd011c1a389b76fab41894d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/54e46cb91a8843722fd011c1a389b76fab41894d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/b242db2010c8b5ed5f22ba89c3132da225fc5fa2</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcSY/BCRBK7hj4Ov3rIwAAdHIIAEp91W8xsed1QCZAUVtAQjrQ\\nbrDyo06lhQDan9HIKp1wudHZ32lGNzpHDjJ8/Cd5nx1Mh7Qhx68HDJeCRZ3OE4/J\\nrs+b2e4jUjn9WNr9SdMR09md1VJw+jOAZN0Lmd7lXCnqxUha/BCDkY3AckmmPLUD\\nqLxXBpufWW58k7hD5c5VXAtEGFmOY2DzbVQR/J/G/KldgBPPisXbuaV99BvMcgzU\\n5sb2HBNQIvCZZC9IAeF4aG3BI6GaQK/rTJStnW3yIAmZmMk0woPbKdjgGYJtTpRN\\nRp/xOmcpkgw8hRLKhCQHdtqv91TekFBlyuUNUryPhLmyhsEd27u4vlRihTVLcDE=\\n=zZ1J\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree 54e46cb91a8843722fd011c1a389b76fab41894d\\nparent 472b541958e2f8755dd72bf8601404c3fb035115\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1548324801 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1548324801 +0000\\n\\nUpdate README.md</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b242db2010c8b5ed5f22ba89c3132da225fc5fa2</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b242db2010c8b5ed5f22ba89c3132da225fc5fa2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b242db2010c8b5ed5f22ba89c3132da225fc5fa2/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>472b541958e2f8755dd72bf8601404c3fb035115</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/472b541958e2f8755dd72bf8601404c3fb035115</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/472b541958e2f8755dd72bf8601404c3fb035115</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>400</th>\n",
+       "      <td>25e45be1413ac507192852914d3aeb808834c08d</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MjVlNDViZTE0MTNhYzUwNzE5Mjg1MjkxNGQzYWViODA4ODM0YzA4ZA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2019-01-24T11:12:04Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2019-01-24T11:12:04Z</td>\n",
+       "      <td>Create temp</td>\n",
+       "      <td>94b0f747fe17635551fc419947b2ada0dacec9e9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/94b0f747fe17635551fc419947b2ada0dacec9e9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/25e45be1413ac507192852914d3aeb808834c08d</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcSZ2ECRBK7hj4Ov3rIwAAdHIIAAr2On5PPUEoZUv6pyPobBvs\\nOx83Jyv+2MVzovilOvCPngOsemscg+hE18zV7sdR/JSXDWSgtFmgEzhMMZakwEjY\\nenXjOJXSwCrInyTZHuLdT8tR11N/5bMw4+YlUOPWOJ7pSwpb1QcRbYb6lGOycfNA\\nVrJvtM+2N/ErrChRTHNC4TVP06Ss9n1mw7HTLF7Z1RzjQ6f3f6lzLHGp1pESBwQo\\nFfOaLTkRetVLmLsKU+J9s+Uca+7wUMMFHv3t4A7p7bn8QkBKQ+ynFKfa49Kb46/a\\n4pw7MmOhSwAYgPx05p/ADnfX8RIXsv0VnV+lITHUvl1LvLcSMmz49zamDEqxJc0=\\n=DkyR\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree 94b0f747fe17635551fc419947b2ada0dacec9e9\\nparent b242db2010c8b5ed5f22ba89c3132da225fc5fa2\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1548328324 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1548328324 +0000\\n\\nCreate temp</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/25e45be1413ac507192852914d3aeb808834c08d</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/25e45be1413ac507192852914d3aeb808834c08d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/25e45be1413ac507192852914d3aeb808834c08d/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>b242db2010c8b5ed5f22ba89c3132da225fc5fa2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b242db2010c8b5ed5f22ba89c3132da225fc5fa2</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b242db2010c8b5ed5f22ba89c3132da225fc5fa2</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>401</th>\n",
+       "      <td>f4cee99def7786ecdc76093de36441a22e1d2744</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZjRjZWU5OWRlZjc3ODZlY2RjNzYwOTNkZTM2NDQxYTIyZTFkMjc0NA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2019-01-24T11:12:59Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2019-01-24T11:12:59Z</td>\n",
+       "      <td>Delete temp</td>\n",
+       "      <td>54e46cb91a8843722fd011c1a389b76fab41894d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/54e46cb91a8843722fd011c1a389b76fab41894d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/f4cee99def7786ecdc76093de36441a22e1d2744</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcSZ27CRBK7hj4Ov3rIwAAdHIIAFpzfmLgU3Wjwxso06uFg1HV\\n46sCVc6vOksUqBTodVESF8uqbjEYthY04m2L2DN55YRiG1AEPVqAHa9GEXs0/ukS\\n9CbmRF/o0EEj7S3JZgnnvW2aM/5nVB6IIL2Z9n7rjXmNMMvLcz3IEbcnVLgdWBp4\\nhw1T0oeYoyxN58QDc6/7/qAwp+6pouEjSVphgoD6/0WWj7umMGh2FaIT65nK1Gbk\\nup8tw9AeWTu9jBfO5+pt1/8U6EdLOz0lTK8fVkeFzA7kt7nsu8Ap6bV9mpkJO7Ta\\n/03BLICdSQZassWkUxQyNnmkIqa8kSUeyNb6Q2mzPbj0RD3U5/GTb+JpyP9qKWo=\\n=o8k6\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree 54e46cb91a8843722fd011c1a389b76fab41894d\\nparent 25e45be1413ac507192852914d3aeb808834c08d\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1548328379 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1548328379 +0000\\n\\nDelete temp</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f4cee99def7786ecdc76093de36441a22e1d2744</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f4cee99def7786ecdc76093de36441a22e1d2744</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f4cee99def7786ecdc76093de36441a22e1d2744/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>25e45be1413ac507192852914d3aeb808834c08d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/25e45be1413ac507192852914d3aeb808834c08d</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/25e45be1413ac507192852914d3aeb808834c08d</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>402</th>\n",
+       "      <td>c475baba75906c3d0b59cd0a460e646cd0d6f694</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YzQ3NWJhYmE3NTkwNmMzZDBiNTljZDBhNDYwZTY0NmNkMGQ2ZjY5NA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2019-01-24T12:22:46Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2019-01-24T12:22:46Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.35.0</td>\n",
+       "      <td>4879b3c95641972dfe41730ccbd1952049fac1c4</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/4879b3c95641972dfe41730ccbd1952049fac1c4</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/c475baba75906c3d0b59cd0a460e646cd0d6f694</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c475baba75906c3d0b59cd0a460e646cd0d6f694</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c475baba75906c3d0b59cd0a460e646cd0d6f694</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c475baba75906c3d0b59cd0a460e646cd0d6f694/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>80b19dd75cfc5144df45b7ed9b69ae237895b3ee</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/80b19dd75cfc5144df45b7ed9b69ae237895b3ee</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/80b19dd75cfc5144df45b7ed9b69ae237895b3ee</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>403</th>\n",
+       "      <td>1647233ff5acfd74579e079bcc0bd33aa67d0344</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MTY0NzIzM2ZmNWFjZmQ3NDU3OWUwNzliY2MwYmQzM2FhNjdkMDM0NA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2019-01-24T12:23:21Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2019-01-24T12:23:21Z</td>\n",
+       "      <td>Merge branch '3350' of https://github.com/ANHIG/IMGTHLA into 3350</td>\n",
+       "      <td>bed4b97da59c13582c6ae742d8d2c09ea0897ea2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/bed4b97da59c13582c6ae742d8d2c09ea0897ea2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/1647233ff5acfd74579e079bcc0bd33aa67d0344</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1647233ff5acfd74579e079bcc0bd33aa67d0344</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1647233ff5acfd74579e079bcc0bd33aa67d0344</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1647233ff5acfd74579e079bcc0bd33aa67d0344/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>c475baba75906c3d0b59cd0a460e646cd0d6f694</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c475baba75906c3d0b59cd0a460e646cd0d6f694</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c475baba75906c3d0b59cd0a460e646cd0d6f694</td>\n",
+       "      <td>2841da4de8bad88fdcff4f711d188eca731320e4</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2841da4de8bad88fdcff4f711d188eca731320e4</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2841da4de8bad88fdcff4f711d188eca731320e4</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>404</th>\n",
+       "      <td>283c47387dbc9ef10de816a5a7069edc194ec215</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MjgzYzQ3Mzg3ZGJjOWVmMTBkZTgxNmE1YTcwNjllZGMxOTRlYzIxNQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2019-01-24T12:27:42Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2019-01-24T12:27:42Z</td>\n",
+       "      <td>Merge pull request #168 from ANHIG/3350\\n\\n3350</td>\n",
+       "      <td>3b2f589d480765e4ec373adc7a04720336084c62</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/3b2f589d480765e4ec373adc7a04720336084c62</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/283c47387dbc9ef10de816a5a7069edc194ec215</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcSa8+CRBK7hj4Ov3rIwAAdHIIAK8EQHMHF5+o1Fcq0oYjyvVI\\nq0pPKzj9BWZPeFvO4Z6bHMzHmGbEN3mQbhGFtbGma2Ddthc08YN32KGbvJGQztDw\\npAEESbWFh0/37wxvZ34tdzt/JOJOtU3cnAxvnq6kEkuFa2Xpcg12HSotOVuP/OsI\\nAJAj5jPxu5MJawjHNHhtCnP1ZayzeN0lMrlqZmtSLTnwsD4cCl19IBgO1NqBvFW0\\npPCntL1CVjA6L8XB4yIcQ/qiiAnVv2yNOdgdPMONIDM8bKIm0FkpnDrXnj4JYf1I\\nQ6RRAdmQENUN1L3sW/i657wcMWQ+CVrt0ZZ8toysayOdtx4Lxc+T9+pLl6Cu1M0=\\n=5vOe\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree 3b2f589d480765e4ec373adc7a04720336084c62\\nparent f4cee99def7786ecdc76093de36441a22e1d2744\\nparent 1647233ff5acfd74579e079bcc0bd33aa67d0344\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1548332862 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1548332862 +0000\\n\\nMerge pull request #168 from ANHIG/3350\\n\\n3350</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/283c47387dbc9ef10de816a5a7069edc194ec215</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/283c47387dbc9ef10de816a5a7069edc194ec215</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/283c47387dbc9ef10de816a5a7069edc194ec215/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>f4cee99def7786ecdc76093de36441a22e1d2744</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f4cee99def7786ecdc76093de36441a22e1d2744</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f4cee99def7786ecdc76093de36441a22e1d2744</td>\n",
+       "      <td>1647233ff5acfd74579e079bcc0bd33aa67d0344</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1647233ff5acfd74579e079bcc0bd33aa67d0344</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1647233ff5acfd74579e079bcc0bd33aa67d0344</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>405</th>\n",
+       "      <td>86598fb3a4a8f0e99dcacadd9dab1ef25fec23ba</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ODY1OThmYjNhNGE4ZjBlOTlkY2FjYWRkOWRhYjFlZjI1ZmVjMjNiYQ==</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2019-01-28T09:54:30Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2019-01-28T09:54:30Z</td>\n",
+       "      <td>Correction of C*03:99:02 name change to C*01:15</td>\n",
+       "      <td>5c53f566af1f04d633119f18f6d9255e7f1567a5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/5c53f566af1f04d633119f18f6d9255e7f1567a5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/86598fb3a4a8f0e99dcacadd9dab1ef25fec23ba</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcTtFWCRBK7hj4Ov3rIwAAdHIIADZQ36fY8PnzSk9oNy6QhQ+S\\nMiJglA7I7PjIlEPUcUlwsk8SbFKNq/qfz7nuTqoqYtCvLIPJevlietRZW0zmUgHC\\nWGF2Gw/uOHJfiPXrMnr5QgmP4873jN8EwzKlkINS0vatZ0nbWi/3qUml8tg+vjxS\\nupZMm7JuAOMpmmf6YZXTF+URu7MZc9t3DS3kRkZ9QWR5XoxYi567gA6LD2fTP1w0\\nGq33VmPjW+dikXDg7hrdd5eKfBi3fDA+nambq8fIfe26Hbeb4Es7iU/a1/Q89gD9\\nxbt7ICjEDUGMk4xX9HPaDD/WLDdJGa10hJP88m4USqVcuEvQ2IZEkwvk7R4WlrI=\\n=IO1t\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree 5c53f566af1f04d633119f18f6d9255e7f1567a5\\nparent 283c47387dbc9ef10de816a5a7069edc194ec215\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1548669270 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1548669270 +0000\\n\\nCorrection of C*03:99:02 name change to C*01:15</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/86598fb3a4a8f0e99dcacadd9dab1ef25fec23ba</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/86598fb3a4a8f0e99dcacadd9dab1ef25fec23ba</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/86598fb3a4a8f0e99dcacadd9dab1ef25fec23ba/comments</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>283c47387dbc9ef10de816a5a7069edc194ec215</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/283c47387dbc9ef10de816a5a7069edc194ec215</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/283c47387dbc9ef10de816a5a7069edc194ec215</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>406</th>\n",
+       "      <td>62034dec31973902cdbad9dde49d215016520b5e</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NjIwMzRkZWMzMTk3MzkwMmNkYmFkOWRkZTQ5ZDIxNTAxNjUyMGI1ZQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2019-01-29T16:54:18Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2019-01-29T16:54:18Z</td>\n",
+       "      <td>Correction to hla_nom.txt</td>\n",
+       "      <td>d7ebc6abdfbfffc582815476e05e27e1bc9b45e0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/d7ebc6abdfbfffc582815476e05e27e1bc9b45e0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/62034dec31973902cdbad9dde49d215016520b5e</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/62034dec31973902cdbad9dde49d215016520b5e</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/62034dec31973902cdbad9dde49d215016520b5e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/62034dec31973902cdbad9dde49d215016520b5e/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>1647233ff5acfd74579e079bcc0bd33aa67d0344</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1647233ff5acfd74579e079bcc0bd33aa67d0344</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1647233ff5acfd74579e079bcc0bd33aa67d0344</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>407</th>\n",
+       "      <td>182b469d47d2debc7353517cb7a3b7c92f9f4176</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MTgyYjQ2OWQ0N2QyZGViYzczNTM1MTdjYjdhM2I3YzkyZjlmNDE3Ng==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2019-01-29T17:20:59Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2019-01-29T17:20:59Z</td>\n",
+       "      <td>Delete hla_nom.txt</td>\n",
+       "      <td>d9a21bf4be7494cb9fe2463f5c6a07231857ee74</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/d9a21bf4be7494cb9fe2463f5c6a07231857ee74</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/182b469d47d2debc7353517cb7a3b7c92f9f4176</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcUIt7CRBK7hj4Ov3rIwAAdHIIAHV0K3Y5UaEKNFZzv47j5gTx\\nDXlfZxNE7IjpnL+qXXPwMKNOFR6aMWTZkih6N86D9B6L0aBynaJR9+D8BEIdUJDm\\nzzl446mUYDo2+10mfi0M3cDaKZvsF86XpvDVDJL+U2zChYxhu79YZXcgCJzTyG3H\\nn3bwx1ln0s8ILHcVPmSq7u1iCit4zfNqYRD4T6om69epxGIzJbvoZUw5rWkoLcP7\\nwPNq9vdmvhTyrevEQATzMqpQfQ1WT5bWOCQJB+5LrLazqAkzU+gGPm8VSDbzWPHn\\nesCAV34gGTe3n6Q+ibsheDPGibbbq1u4X1YIyJyu6WjKR7Z3AP25FcgkB3eaFs8=\\n=XBcM\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree d9a21bf4be7494cb9fe2463f5c6a07231857ee74\\nparent 86598fb3a4a8f0e99dcacadd9dab1ef25fec23ba\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1548782459 -0800\\ncommitter GitHub &lt;noreply@github.com&gt; 1548782459 -0800\\n\\nDelete hla_nom.txt</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/182b469d47d2debc7353517cb7a3b7c92f9f4176</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/182b469d47d2debc7353517cb7a3b7c92f9f4176</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/182b469d47d2debc7353517cb7a3b7c92f9f4176/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>86598fb3a4a8f0e99dcacadd9dab1ef25fec23ba</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/86598fb3a4a8f0e99dcacadd9dab1ef25fec23ba</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/86598fb3a4a8f0e99dcacadd9dab1ef25fec23ba</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>408</th>\n",
+       "      <td>252d7c5dc9d2f7671447fd11fe6bb004c438f34b</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MjUyZDdjNWRjOWQyZjc2NzE0NDdmZDExZmU2YmIwMDRjNDM4ZjM0Yg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2019-01-29T17:38:58Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2019-01-29T17:38:58Z</td>\n",
+       "      <td>Merge branch '3350' into Latest</td>\n",
+       "      <td>2ca178f4b19912ba343e8f1f6986e579195dc58c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/2ca178f4b19912ba343e8f1f6986e579195dc58c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/252d7c5dc9d2f7671447fd11fe6bb004c438f34b</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/252d7c5dc9d2f7671447fd11fe6bb004c438f34b</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/252d7c5dc9d2f7671447fd11fe6bb004c438f34b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/252d7c5dc9d2f7671447fd11fe6bb004c438f34b/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>182b469d47d2debc7353517cb7a3b7c92f9f4176</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/182b469d47d2debc7353517cb7a3b7c92f9f4176</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/182b469d47d2debc7353517cb7a3b7c92f9f4176</td>\n",
+       "      <td>62034dec31973902cdbad9dde49d215016520b5e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/62034dec31973902cdbad9dde49d215016520b5e</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/62034dec31973902cdbad9dde49d215016520b5e</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>409</th>\n",
+       "      <td>154bc94f928f5e4c20ddb9dff112de36b4f2086a</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MTU0YmM5NGY5MjhmNWU0YzIwZGRiOWRmZjExMmRlMzZiNGYyMDg2YQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2019-04-17T08:57:40Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2019-04-17T08:57:40Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.36.0</td>\n",
+       "      <td>0168b4764ed65d9ce5163672a8afa9dbd7edcbc3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/0168b4764ed65d9ce5163672a8afa9dbd7edcbc3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/154bc94f928f5e4c20ddb9dff112de36b4f2086a</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/154bc94f928f5e4c20ddb9dff112de36b4f2086a</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/154bc94f928f5e4c20ddb9dff112de36b4f2086a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/154bc94f928f5e4c20ddb9dff112de36b4f2086a/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>252d7c5dc9d2f7671447fd11fe6bb004c438f34b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/252d7c5dc9d2f7671447fd11fe6bb004c438f34b</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/252d7c5dc9d2f7671447fd11fe6bb004c438f34b</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>410</th>\n",
+       "      <td>af857a504106434a753ecd541f7b0bb5d07970aa</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YWY4NTdhNTA0MTA2NDM0YTc1M2VjZDU0MWY3YjBiYjVkMDc5NzBhYQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2019-04-17T09:00:15Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2019-04-17T09:00:15Z</td>\n",
+       "      <td>Update README.md</td>\n",
+       "      <td>4bb0336ea0cb03bd6de0e4361027daddcfbc4068</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/4bb0336ea0cb03bd6de0e4361027daddcfbc4068</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/af857a504106434a753ecd541f7b0bb5d07970aa</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJctusfCRBK7hj4Ov3rIwAAdHIIAA8QbmdxF9ewH/ZYTpaw33jb\\nPAlbOWq2eGV0rr/JzM6tNK1dNT1Rhr8snLr5LTqd3OZQHL3b6CX7auTFdvlZWkch\\nWLpdEIwkshdru6pkFnKABYFb1h2pR/HKdSg4Z4h6+6uutbq3C4Bqh63frgXx0tTV\\n3wwBzPIWRDixvI4KQO3YN1VlgowJiUmd9tQawKOy5wsSECckiX11CluAuyX1zyeb\\nDSmX1e8Bnh1bCrFkq7BZE/jemgTOC9PYeaCC+0rH34MIOBh+A/5c9p5fd176GIU8\\nIDoBNau5fqOjzkrjvwUEurLTt9GaJcNs+k6YOWekCRokoxR8G3NNs1sHinMqVjw=\\n=C9qa\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree 4bb0336ea0cb03bd6de0e4361027daddcfbc4068\\nparent 154bc94f928f5e4c20ddb9dff112de36b4f2086a\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1555491615 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1555491615 +0100\\n\\nUpdate README.md</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/af857a504106434a753ecd541f7b0bb5d07970aa</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/af857a504106434a753ecd541f7b0bb5d07970aa</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/af857a504106434a753ecd541f7b0bb5d07970aa/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>154bc94f928f5e4c20ddb9dff112de36b4f2086a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/154bc94f928f5e4c20ddb9dff112de36b4f2086a</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/154bc94f928f5e4c20ddb9dff112de36b4f2086a</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>411</th>\n",
+       "      <td>5298cb37ddccb57dc9f47dd730daa8e021ce6ede</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NTI5OGNiMzdkZGNjYjU3ZGM5ZjQ3ZGQ3MzBkYWE4ZTAyMWNlNmVkZQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2019-04-17T09:01:16Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2019-04-17T09:01:16Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.36.0</td>\n",
+       "      <td>6d639f5c12ef71933d30156475d8f8cae5fe3aa0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/6d639f5c12ef71933d30156475d8f8cae5fe3aa0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/5298cb37ddccb57dc9f47dd730daa8e021ce6ede</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5298cb37ddccb57dc9f47dd730daa8e021ce6ede</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5298cb37ddccb57dc9f47dd730daa8e021ce6ede</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5298cb37ddccb57dc9f47dd730daa8e021ce6ede/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>af857a504106434a753ecd541f7b0bb5d07970aa</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/af857a504106434a753ecd541f7b0bb5d07970aa</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/af857a504106434a753ecd541f7b0bb5d07970aa</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>412</th>\n",
+       "      <td>fd64197a3eb6ca7b68b8ff47b489858efa673909</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZmQ2NDE5N2EzZWI2Y2E3YjY4YjhmZjQ3YjQ4OTg1OGVmYTY3MzkwOQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2019-04-17T09:01:53Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2019-04-17T09:01:53Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.36.0</td>\n",
+       "      <td>f24600f23ce3feb6bbde039c0750589d5596dc90</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/f24600f23ce3feb6bbde039c0750589d5596dc90</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/fd64197a3eb6ca7b68b8ff47b489858efa673909</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fd64197a3eb6ca7b68b8ff47b489858efa673909</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/fd64197a3eb6ca7b68b8ff47b489858efa673909</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fd64197a3eb6ca7b68b8ff47b489858efa673909/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>5298cb37ddccb57dc9f47dd730daa8e021ce6ede</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5298cb37ddccb57dc9f47dd730daa8e021ce6ede</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5298cb37ddccb57dc9f47dd730daa8e021ce6ede</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>413</th>\n",
+       "      <td>0fa0767f806b67ec842f6eda423931038c74456d</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MGZhMDc2N2Y4MDZiNjdlYzg0MmY2ZWRhNDIzOTMxMDM4Yzc0NDU2ZA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2019-04-17T09:03:09Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2019-04-17T09:03:09Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.36.0</td>\n",
+       "      <td>95a48b64e4cba56d23553207b6dacbd1278dc699</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/95a48b64e4cba56d23553207b6dacbd1278dc699</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/0fa0767f806b67ec842f6eda423931038c74456d</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0fa0767f806b67ec842f6eda423931038c74456d</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0fa0767f806b67ec842f6eda423931038c74456d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0fa0767f806b67ec842f6eda423931038c74456d/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>fd64197a3eb6ca7b68b8ff47b489858efa673909</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fd64197a3eb6ca7b68b8ff47b489858efa673909</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/fd64197a3eb6ca7b68b8ff47b489858efa673909</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>414</th>\n",
+       "      <td>10ff0031128024299158c2873e6f4f19bdfce9fa</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MTBmZjAwMzExMjgwMjQyOTkxNThjMjg3M2U2ZjRmMTliZGZjZTlmYQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2019-04-17T09:05:13Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2019-04-17T09:05:13Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.36.0</td>\n",
+       "      <td>d101e23b3968a3c570b44252a14384e8674bc65e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/d101e23b3968a3c570b44252a14384e8674bc65e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/10ff0031128024299158c2873e6f4f19bdfce9fa</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/10ff0031128024299158c2873e6f4f19bdfce9fa</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/10ff0031128024299158c2873e6f4f19bdfce9fa</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/10ff0031128024299158c2873e6f4f19bdfce9fa/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0fa0767f806b67ec842f6eda423931038c74456d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0fa0767f806b67ec842f6eda423931038c74456d</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0fa0767f806b67ec842f6eda423931038c74456d</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>415</th>\n",
+       "      <td>1b9b17a14e9c070b64b9d55b288b68745fa3a49c</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MWI5YjE3YTE0ZTljMDcwYjY0YjlkNTViMjg4YjY4NzQ1ZmEzYTQ5Yw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2019-04-17T09:07:45Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2019-04-17T09:07:45Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.36.0</td>\n",
+       "      <td>6e902e36393bf8f115ce21bf468e3e2f17ef7c4c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/6e902e36393bf8f115ce21bf468e3e2f17ef7c4c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/1b9b17a14e9c070b64b9d55b288b68745fa3a49c</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1b9b17a14e9c070b64b9d55b288b68745fa3a49c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1b9b17a14e9c070b64b9d55b288b68745fa3a49c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1b9b17a14e9c070b64b9d55b288b68745fa3a49c/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>10ff0031128024299158c2873e6f4f19bdfce9fa</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/10ff0031128024299158c2873e6f4f19bdfce9fa</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/10ff0031128024299158c2873e6f4f19bdfce9fa</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>416</th>\n",
+       "      <td>bf673b4a4f42415317b116ef71552a75d15974c7</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YmY2NzNiNGE0ZjQyNDE1MzE3YjExNmVmNzE1NTJhNzVkMTU5NzRjNw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2019-04-17T09:09:26Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2019-04-17T09:09:26Z</td>\n",
+       "      <td>Delete .gitattributes</td>\n",
+       "      <td>dbe8b20b4a3439c7a60dd446d212d892b1e82823</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/dbe8b20b4a3439c7a60dd446d212d892b1e82823</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/bf673b4a4f42415317b116ef71552a75d15974c7</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJctu1GCRBK7hj4Ov3rIwAAdHIIAGYBNWQhSCE3ZtYD7cZ2ve+L\\nQFunnqQ2MTEvN8apmcEjCHiWR6kdJDi+WPHzmvp6ekIb8P7+r3FJfTpLNmwdjNCu\\nPio82hpJKQbkVPX+lkf9ziGFYArqSFsH9E4B3OSoZwrz9G5qI79WLrXPzRYLE+fD\\n6Td0hmuiFGEvozuDuxhyOZ7q6OCGauxe6wyFWWp6PxQJ+21bDLAu3Njur2e4rRYQ\\n+K4WL4KA8C9pCpEpgLSra79tvdBDr6/3wrUjqM4owadPwhaI7RcfIo4Qy4kWYx6T\\nRveNaG6WkEX5pXS8/nkkAaoLmJEiQzRkTvEOmMiJT2EqPIQ6G71BQlyxP4Mgztc=\\n=y6HX\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree dbe8b20b4a3439c7a60dd446d212d892b1e82823\\nparent 1b9b17a14e9c070b64b9d55b288b68745fa3a49c\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1555492166 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1555492166 +0100\\n\\nDelete .gitattributes</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bf673b4a4f42415317b116ef71552a75d15974c7</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/bf673b4a4f42415317b116ef71552a75d15974c7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bf673b4a4f42415317b116ef71552a75d15974c7/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>1b9b17a14e9c070b64b9d55b288b68745fa3a49c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1b9b17a14e9c070b64b9d55b288b68745fa3a49c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1b9b17a14e9c070b64b9d55b288b68745fa3a49c</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>417</th>\n",
+       "      <td>4052371f8d68dc662d8c5b07377d9aebcfccc0b9</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NDA1MjM3MWY4ZDY4ZGM2NjJkOGM1YjA3Mzc3ZDlhZWJjZmNjYzBiOQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2019-04-17T09:10:57Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2019-04-17T09:10:57Z</td>\n",
+       "      <td>Merge pull request #174 from ANHIG/3360\\n\\n3360</td>\n",
+       "      <td>dbe8b20b4a3439c7a60dd446d212d892b1e82823</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/dbe8b20b4a3439c7a60dd446d212d892b1e82823</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/4052371f8d68dc662d8c5b07377d9aebcfccc0b9</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJctu2hCRBK7hj4Ov3rIwAAdHIIAILQljZebIO0GVwJ0B1cDqoi\\n3Q8SzPkX1TlRofY0pJ9aZG0SMYBzDb6f0RJZf7c7gaFUA32aiLZ4fjEH+jo5RGZS\\npmUuRFzN7xxCE6unP120OHWGquh9JOzqJgLDhWkVwvLBYndqOBZQ14SVZGAee/h9\\nOQJ+MdO472PzW6dM7CyEJlQ9+xBs6Vf4a/Y+iErJ0VJr4jGbyUfzhRnIypjpM1Sa\\nVmpE7wz200DKA0jQIj1YZPli0oEaOxFB6/7uzybkwQuG/1XSTx67OzLJM7Ej+iwV\\nncCeaRKdhAI3Txh5Ps59alUzj2vXFbIi4MVtKUG+iFICwqZI3mXy0+Q7K8i3q/A=\\n=LcOt\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree dbe8b20b4a3439c7a60dd446d212d892b1e82823\\nparent 252d7c5dc9d2f7671447fd11fe6bb004c438f34b\\nparent bf673b4a4f42415317b116ef71552a75d15974c7\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1555492257 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1555492257 +0100\\n\\nMerge pull request #174 from ANHIG/3360\\n\\n3360</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4052371f8d68dc662d8c5b07377d9aebcfccc0b9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4052371f8d68dc662d8c5b07377d9aebcfccc0b9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4052371f8d68dc662d8c5b07377d9aebcfccc0b9/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>252d7c5dc9d2f7671447fd11fe6bb004c438f34b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/252d7c5dc9d2f7671447fd11fe6bb004c438f34b</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/252d7c5dc9d2f7671447fd11fe6bb004c438f34b</td>\n",
+       "      <td>bf673b4a4f42415317b116ef71552a75d15974c7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bf673b4a4f42415317b116ef71552a75d15974c7</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/bf673b4a4f42415317b116ef71552a75d15974c7</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>418</th>\n",
+       "      <td>af8f6da4c921a2a5d5d392f550edba5003bcd65a</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YWY4ZjZkYTRjOTIxYTJhNWQ1ZDM5MmY1NTBlZGJhNTAwM2JjZDY1YQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2019-04-17T09:19:50Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2019-04-17T09:19:50Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.36.0</td>\n",
+       "      <td>de7c34b992144cd20fc16554700cdaf75ca3a5d1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/de7c34b992144cd20fc16554700cdaf75ca3a5d1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/af8f6da4c921a2a5d5d392f550edba5003bcd65a</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/af8f6da4c921a2a5d5d392f550edba5003bcd65a</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/af8f6da4c921a2a5d5d392f550edba5003bcd65a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/af8f6da4c921a2a5d5d392f550edba5003bcd65a/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>1b9b17a14e9c070b64b9d55b288b68745fa3a49c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1b9b17a14e9c070b64b9d55b288b68745fa3a49c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1b9b17a14e9c070b64b9d55b288b68745fa3a49c</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>419</th>\n",
+       "      <td>ffddb088051b8b0b0de0e9956613e31f88b2fe64</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZmZkZGIwODgwNTFiOGIwYjBkZTBlOTk1NjYxM2UzMWY4OGIyZmU2NA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2019-04-17T09:23:42Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2019-04-17T09:23:42Z</td>\n",
+       "      <td>Delete .gitattributes</td>\n",
+       "      <td>82554eb5c6daa1270a2741ca9a652f8fdac3740d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/82554eb5c6daa1270a2741ca9a652f8fdac3740d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ffddb088051b8b0b0de0e9956613e31f88b2fe64</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJctvCeCRBK7hj4Ov3rIwAAdHIIALMjHlIy0BRqiPFvLN1BKmsg\\nBo9SeyQJlLXAjov+4L2AkL+lgSpA0yD+c88swyA4vZY7A/erfr44Mvqkr3e3XyD0\\n7rtiuXzhKBnsrXcxMLWTJPjJJ+4qqdaOmOvn1I9fpRPHMZghRE+MoEQXXn4e69EO\\n7QQlwdIf95PoGRzPJvaJj+YVuhM8Ggb7g8oy+ntR3sbCjc8R42P56O9IicI4lsFP\\nUvYWOArhR3l0BUfG41SJkaycHRn1M0bCRQwFQDlSujiejIHjFedcRSadudyyjpGV\\nl/stHRSkgKrpFsZeTSnEF47jUveSOVqIb3iIhGGiWT/xIIc7NL+qGLiylfVgrfY=\\n=3WRt\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree 82554eb5c6daa1270a2741ca9a652f8fdac3740d\\nparent af8f6da4c921a2a5d5d392f550edba5003bcd65a\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1555493022 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1555493022 +0100\\n\\nDelete .gitattributes</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ffddb088051b8b0b0de0e9956613e31f88b2fe64</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ffddb088051b8b0b0de0e9956613e31f88b2fe64</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ffddb088051b8b0b0de0e9956613e31f88b2fe64/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>af8f6da4c921a2a5d5d392f550edba5003bcd65a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/af8f6da4c921a2a5d5d392f550edba5003bcd65a</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/af8f6da4c921a2a5d5d392f550edba5003bcd65a</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>420</th>\n",
+       "      <td>59c7309f45fd1973beba192c429073b8469b5766</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NTljNzMwOWY0NWZkMTk3M2JlYmExOTJjNDI5MDczYjg0NjliNTc2Ng==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2019-04-17T09:25:25Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2019-04-17T09:25:25Z</td>\n",
+       "      <td>Merge pull request #175 from ANHIG/3360\\n\\n3360</td>\n",
+       "      <td>82554eb5c6daa1270a2741ca9a652f8fdac3740d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/82554eb5c6daa1270a2741ca9a652f8fdac3740d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/59c7309f45fd1973beba192c429073b8469b5766</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
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+       "      <td>tree 82554eb5c6daa1270a2741ca9a652f8fdac3740d\\nparent 4052371f8d68dc662d8c5b07377d9aebcfccc0b9\\nparent ffddb088051b8b0b0de0e9956613e31f88b2fe64\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1555493125 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1555493125 +0100\\n\\nMerge pull request #175 from ANHIG/3360\\n\\n3360</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/59c7309f45fd1973beba192c429073b8469b5766</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/59c7309f45fd1973beba192c429073b8469b5766/comments</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
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+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>4052371f8d68dc662d8c5b07377d9aebcfccc0b9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4052371f8d68dc662d8c5b07377d9aebcfccc0b9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4052371f8d68dc662d8c5b07377d9aebcfccc0b9</td>\n",
+       "      <td>ffddb088051b8b0b0de0e9956613e31f88b2fe64</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ffddb088051b8b0b0de0e9956613e31f88b2fe64</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ffddb088051b8b0b0de0e9956613e31f88b2fe64</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>421</th>\n",
+       "      <td>61daadbf669adf36fe353b4d6487acae57268715</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NjFkYWFkYmY2NjlhZGYzNmZlMzUzYjRkNjQ4N2FjYWU1NzI2ODcxNQ==</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2019-04-18T08:32:24Z</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2019-04-18T08:32:24Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.36.0</td>\n",
+       "      <td>db74e17c38212ed4c756c2907397e2e9be4bd203</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/db74e17c38212ed4c756c2907397e2e9be4bd203</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/61daadbf669adf36fe353b4d6487acae57268715</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/61daadbf669adf36fe353b4d6487acae57268715</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/61daadbf669adf36fe353b4d6487acae57268715</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/61daadbf669adf36fe353b4d6487acae57268715/comments</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
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+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>ffddb088051b8b0b0de0e9956613e31f88b2fe64</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ffddb088051b8b0b0de0e9956613e31f88b2fe64</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ffddb088051b8b0b0de0e9956613e31f88b2fe64</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>422</th>\n",
+       "      <td>0f20a34eb36af52fd2e5877f0d532a2d7196f3f6</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MGYyMGEzNGViMzZhZjUyZmQyZTU4NzdmMGQ1MzJhMmQ3MTk2ZjNmNg==</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2019-04-18T08:33:01Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2019-04-18T08:33:01Z</td>\n",
+       "      <td>Merge pull request #176 from ANHIG/3360\\n\\nIPD-IMGT/HLA Release 3.36.0</td>\n",
+       "      <td>db74e17c38212ed4c756c2907397e2e9be4bd203</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/db74e17c38212ed4c756c2907397e2e9be4bd203</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/0f20a34eb36af52fd2e5877f0d532a2d7196f3f6</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcuDY9CRBK7hj4Ov3rIwAAdHIIABuI7hkaDDskDD69z6BeJiOv\\nOtSEb/kcZlmxu1RPjVHZ+pFgWivEJ8XpWOCPjcWM83t2F1cWm0lvJLt0KtSilYsY\\ncIR+dlFNZo4wBvKKSg6KN0lSWmQnuqyX18FQPzk/+WDqXjeJ0tXw8zRQhFOQ/d1i\\nOFlDJ1NafSMEI9ZXAGiitwWVOkkltE9M5BG6lO3yjSbiB+kRmcL28HmFLbrfbvda\\nzLvomI7mKUO+p0c2UrjYjiUDLZxWw8ch2XjsdjAxjW1qE9T0F2GNpSjeRaG3yvwX\\n4LYQJ29pCsqbvavEZOPGdl2Q1iv+fiwWV08W9Mg/KbN7M2Db0TBPNPMsOo6kFWg=\\n=FsUY\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree db74e17c38212ed4c756c2907397e2e9be4bd203\\nparent 59c7309f45fd1973beba192c429073b8469b5766\\nparent 61daadbf669adf36fe353b4d6487acae57268715\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1555576381 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1555576381 +0100\\n\\nMerge pull request #176 from ANHIG/3360\\n\\nIPD-IMGT/HLA Release 3.36.0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0f20a34eb36af52fd2e5877f0d532a2d7196f3f6</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0f20a34eb36af52fd2e5877f0d532a2d7196f3f6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0f20a34eb36af52fd2e5877f0d532a2d7196f3f6/comments</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>59c7309f45fd1973beba192c429073b8469b5766</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/59c7309f45fd1973beba192c429073b8469b5766</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/59c7309f45fd1973beba192c429073b8469b5766</td>\n",
+       "      <td>61daadbf669adf36fe353b4d6487acae57268715</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/61daadbf669adf36fe353b4d6487acae57268715</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/61daadbf669adf36fe353b4d6487acae57268715</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>423</th>\n",
+       "      <td>67ad77c3759b8ce339c7f72e45dc69e112346530</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NjdhZDc3YzM3NTliOGNlMzM5YzdmNzJlNDVkYzY5ZTExMjM0NjUzMA==</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2019-04-18T09:09:56Z</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2019-04-18T09:09:56Z</td>\n",
+       "      <td>Updated protein alignment for MICA*029:02</td>\n",
+       "      <td>9ddd5541827e0ba201af8e3d222ec8dc4001ec38</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/9ddd5541827e0ba201af8e3d222ec8dc4001ec38</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/67ad77c3759b8ce339c7f72e45dc69e112346530</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/67ad77c3759b8ce339c7f72e45dc69e112346530</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/61daadbf669adf36fe353b4d6487acae57268715</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/61daadbf669adf36fe353b4d6487acae57268715</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>424</th>\n",
+       "      <td>730872d14dae5650a1cf69e9110d00af523235f4</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NzMwODcyZDE0ZGFlNTY1MGExY2Y2OWU5MTEwZDAwYWY1MjMyMzVmNA==</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2019-04-18T09:14:03Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2019-04-18T09:14:03Z</td>\n",
+       "      <td>Merge pull request #177 from ANHIG/3360\\n\\nUpdated protein alignment for MICA*029:02</td>\n",
+       "      <td>9ddd5541827e0ba201af8e3d222ec8dc4001ec38</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/9ddd5541827e0ba201af8e3d222ec8dc4001ec38</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/730872d14dae5650a1cf69e9110d00af523235f4</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
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+       "      <td>tree 9ddd5541827e0ba201af8e3d222ec8dc4001ec38\\nparent 0f20a34eb36af52fd2e5877f0d532a2d7196f3f6\\nparent 67ad77c3759b8ce339c7f72e45dc69e112346530\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1555578843 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1555578843 +0100\\n\\nMerge pull request #177 from ANHIG/3360\\n\\nUpdated protein alignment for MICA*029:02</td>\n",
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+       "      <td>False</td>\n",
+       "      <td>0f20a34eb36af52fd2e5877f0d532a2d7196f3f6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0f20a34eb36af52fd2e5877f0d532a2d7196f3f6</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0f20a34eb36af52fd2e5877f0d532a2d7196f3f6</td>\n",
+       "      <td>67ad77c3759b8ce339c7f72e45dc69e112346530</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/67ad77c3759b8ce339c7f72e45dc69e112346530</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/67ad77c3759b8ce339c7f72e45dc69e112346530</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>425</th>\n",
+       "      <td>6c01806964b5fd841d9e76290bb2b67a9a2014fc</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NmMwMTgwNjk2NGI1ZmQ4NDFkOWU3NjI5MGJiMmI2N2E5YTIwMTRmYw==</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2019-04-23T09:32:15Z</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2019-04-23T09:32:15Z</td>\n",
+       "      <td>Update to C Genomic alignments</td>\n",
+       "      <td>7d9a09fce42bd40cee6569fceb7aed79451bd8cf</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/7d9a09fce42bd40cee6569fceb7aed79451bd8cf</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6c01806964b5fd841d9e76290bb2b67a9a2014fc</td>\n",
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+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/67ad77c3759b8ce339c7f72e45dc69e112346530</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
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+       "      <td>2019-04-23T09:33:22Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2019-04-23T09:33:22Z</td>\n",
+       "      <td>Merge pull request #178 from ANHIG/3360\\n\\nUpdate to C Genomic alignments</td>\n",
+       "      <td>7d9a09fce42bd40cee6569fceb7aed79451bd8cf</td>\n",
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+       "      <td>0</td>\n",
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+       "      <td>tree 7d9a09fce42bd40cee6569fceb7aed79451bd8cf\\nparent 730872d14dae5650a1cf69e9110d00af523235f4\\nparent 6c01806964b5fd841d9e76290bb2b67a9a2014fc\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1556012002 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1556012002 +0100\\n\\nMerge pull request #178 from ANHIG/3360\\n\\nUpdate to C Genomic alignments</td>\n",
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+       "      <td>6c01806964b5fd841d9e76290bb2b67a9a2014fc</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6c01806964b5fd841d9e76290bb2b67a9a2014fc</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6c01806964b5fd841d9e76290bb2b67a9a2014fc</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>427</th>\n",
+       "      <td>1bc1e29a8e819a698b1b88f443d908f834bb82b7</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MWJjMWUyOWE4ZTgxOWE2OThiMWI4OGY0NDNkOTA4ZjgzNGJiODJiNw==</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2019-05-13T12:51:25Z</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2019-05-13T12:51:25Z</td>\n",
+       "      <td>Updates to hla.xml and hla_nom.txt</td>\n",
+       "      <td>5ab36c323399e2d4708bdfb6bd34a11017ff9b4d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/5ab36c323399e2d4708bdfb6bd34a11017ff9b4d</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1bc1e29a8e819a698b1b88f443d908f834bb82b7</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1bc1e29a8e819a698b1b88f443d908f834bb82b7</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
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+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6c01806964b5fd841d9e76290bb2b67a9a2014fc</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>428</th>\n",
+       "      <td>293b0e1f740595ef2ae765e0f70c64a92c53e054</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MjkzYjBlMWY3NDA1OTVlZjJhZTc2NWUwZjcwYzY0YTkyYzUzZTA1NA==</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2019-05-13T12:52:43Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2019-05-13T12:52:43Z</td>\n",
+       "      <td>Merge pull request #180 from ANHIG/3360\\n\\nUpdates to hla.xml and hla_nom.txt</td>\n",
+       "      <td>5ab36c323399e2d4708bdfb6bd34a11017ff9b4d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/5ab36c323399e2d4708bdfb6bd34a11017ff9b4d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/293b0e1f740595ef2ae765e0f70c64a92c53e054</td>\n",
+       "      <td>0</td>\n",
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+       "      <td>valid</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/293b0e1f740595ef2ae765e0f70c64a92c53e054</td>\n",
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+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
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+       "      <td>False</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/58d50a620c610b4c4bc224dbcd30fbcb6d0eed3f</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/58d50a620c610b4c4bc224dbcd30fbcb6d0eed3f</td>\n",
+       "      <td>1bc1e29a8e819a698b1b88f443d908f834bb82b7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1bc1e29a8e819a698b1b88f443d908f834bb82b7</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1bc1e29a8e819a698b1b88f443d908f834bb82b7</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>429</th>\n",
+       "      <td>e463a9f13ff8ab78c4df42c6af9fdc77e84ef8eb</td>\n",
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+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2019-06-06T15:14:20Z</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2019-06-06T15:14:20Z</td>\n",
+       "      <td>Addition of DRB1*01:02:01:02 to alignments/DRB1_gen.txt</td>\n",
+       "      <td>8d50d813264371a9f946d97c6ed449a5c0da4ea7</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e463a9f13ff8ab78c4df42c6af9fdc77e84ef8eb</td>\n",
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+       "      <td>False</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
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+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1bc1e29a8e819a698b1b88f443d908f834bb82b7</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
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+       "      <td>d557b80c2db149dc50e2163abe30635c32faa971</td>\n",
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+       "      <td>2019-06-06T15:15:05Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2019-06-06T15:15:05Z</td>\n",
+       "      <td>Merge pull request #181 from ANHIG/3360\\n\\nAddition of DRB1*01:02:01:02 to alignments/DRB1_gen.txt</td>\n",
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+       "      <td>0</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d557b80c2db149dc50e2163abe30635c32faa971/comments</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
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+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>293b0e1f740595ef2ae765e0f70c64a92c53e054</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/293b0e1f740595ef2ae765e0f70c64a92c53e054</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/293b0e1f740595ef2ae765e0f70c64a92c53e054</td>\n",
+       "      <td>e463a9f13ff8ab78c4df42c6af9fdc77e84ef8eb</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e463a9f13ff8ab78c4df42c6af9fdc77e84ef8eb</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e463a9f13ff8ab78c4df42c6af9fdc77e84ef8eb</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>431</th>\n",
+       "      <td>9656fba11d0cb9a3dcf28eb8615337f85b5f65c1</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OTY1NmZiYTExZDBjYjlhM2RjZjI4ZWI4NjE1MzM3Zjg1YjVmNjVjMQ==</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2019-07-04T13:13:35Z</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2019-07-04T13:13:35Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.37.0</td>\n",
+       "      <td>77c3eff66510373e2e97421e054c71952c5fc838</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/77c3eff66510373e2e97421e054c71952c5fc838</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/9656fba11d0cb9a3dcf28eb8615337f85b5f65c1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9656fba11d0cb9a3dcf28eb8615337f85b5f65c1</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9656fba11d0cb9a3dcf28eb8615337f85b5f65c1/comments</td>\n",
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+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
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+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
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+       "      <td>False</td>\n",
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+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d557b80c2db149dc50e2163abe30635c32faa971</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
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+       "      <td>dominicbarkerAN</td>\n",
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+       "      <td>2019-07-04T13:15:25Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2019-07-04T13:15:25Z</td>\n",
+       "      <td>Delete Alignments_Rel_3360.zip</td>\n",
+       "      <td>63021d7639200d379202a85ae6bb864da321deac</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/63021d7639200d379202a85ae6bb864da321deac</td>\n",
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+       "      <td>tree 63021d7639200d379202a85ae6bb864da321deac\\nparent 9656fba11d0cb9a3dcf28eb8615337f85b5f65c1\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1562246125 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1562246125 +0100\\n\\nDelete Alignments_Rel_3360.zip</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/431b4b6434f318354426ee02a49616b998e8cc68</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
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+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9656fba11d0cb9a3dcf28eb8615337f85b5f65c1</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9656fba11d0cb9a3dcf28eb8615337f85b5f65c1</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>433</th>\n",
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+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ODg3NDM0ZWRhZWVjMmY0MTYxZmRjMTY0MmRhYjRkMDdlNTVmMjNjOA==</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2019-07-04T13:16:00Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2019-07-04T13:16:00Z</td>\n",
+       "      <td>Merge pull request #182 from ANHIG/3370\\n\\n3370</td>\n",
+       "      <td>63021d7639200d379202a85ae6bb864da321deac</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/63021d7639200d379202a85ae6bb864da321deac</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/887434edaeec2f4161fdc1642dab4d07e55f23c8</td>\n",
+       "      <td>0</td>\n",
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+       "      <td>tree 63021d7639200d379202a85ae6bb864da321deac\\nparent d557b80c2db149dc50e2163abe30635c32faa971\\nparent 431b4b6434f318354426ee02a49616b998e8cc68\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1562246160 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1562246160 +0100\\n\\nMerge pull request #182 from ANHIG/3370\\n\\n3370</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/887434edaeec2f4161fdc1642dab4d07e55f23c8</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
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+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d557b80c2db149dc50e2163abe30635c32faa971</td>\n",
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+       "      <td>431b4b6434f318354426ee02a49616b998e8cc68</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/431b4b6434f318354426ee02a49616b998e8cc68</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/431b4b6434f318354426ee02a49616b998e8cc68</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>434</th>\n",
+       "      <td>0d3a6c5423405678431f647444cbefb72626210b</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MGQzYTZjNTQyMzQwNTY3ODQzMWY2NDc0NDRjYmVmYjcyNjI2MjEwYg==</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2019-07-08T09:11:11Z</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2019-07-08T09:11:11Z</td>\n",
+       "      <td>Upload of hla.dat file for 3.37.0 which did not upload correctly</td>\n",
+       "      <td>ac67d51a238334a112fa7c3ad492ded8bda80594</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/ac67d51a238334a112fa7c3ad492ded8bda80594</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/0d3a6c5423405678431f647444cbefb72626210b</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0d3a6c5423405678431f647444cbefb72626210b</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0d3a6c5423405678431f647444cbefb72626210b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0d3a6c5423405678431f647444cbefb72626210b/comments</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
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+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
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+       "      <td>False</td>\n",
+       "      <td>431b4b6434f318354426ee02a49616b998e8cc68</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/431b4b6434f318354426ee02a49616b998e8cc68</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/431b4b6434f318354426ee02a49616b998e8cc68</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>435</th>\n",
+       "      <td>fef5db5ec9c98b47c487f92b714ffbe05abc03cf</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZmVmNWRiNWVjOWM5OGI0N2M0ODdmOTJiNzE0ZmZiZTA1YWJjMDNjZg==</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2019-07-08T09:13:10Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2019-07-08T09:13:10Z</td>\n",
+       "      <td>Merge pull request #184 from ANHIG/3370\\n\\nUpload of hla.dat file for 3.37.0 which did not upload correctly</td>\n",
+       "      <td>ac67d51a238334a112fa7c3ad492ded8bda80594</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/ac67d51a238334a112fa7c3ad492ded8bda80594</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/fef5db5ec9c98b47c487f92b714ffbe05abc03cf</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
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+       "      <td>tree ac67d51a238334a112fa7c3ad492ded8bda80594\\nparent 887434edaeec2f4161fdc1642dab4d07e55f23c8\\nparent 0d3a6c5423405678431f647444cbefb72626210b\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1562577190 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1562577190 +0100\\n\\nMerge pull request #184 from ANHIG/3370\\n\\nUpload of hla.dat file for 3.37.0 which did not upload correctly</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fef5db5ec9c98b47c487f92b714ffbe05abc03cf</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/fef5db5ec9c98b47c487f92b714ffbe05abc03cf</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fef5db5ec9c98b47c487f92b714ffbe05abc03cf/comments</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
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+       "      <td></td>\n",
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+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
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+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>887434edaeec2f4161fdc1642dab4d07e55f23c8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/887434edaeec2f4161fdc1642dab4d07e55f23c8</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/887434edaeec2f4161fdc1642dab4d07e55f23c8</td>\n",
+       "      <td>0d3a6c5423405678431f647444cbefb72626210b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0d3a6c5423405678431f647444cbefb72626210b</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0d3a6c5423405678431f647444cbefb72626210b</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>436</th>\n",
+       "      <td>ba884d04072b9b74763294c05fecffe465056590</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YmE4ODRkMDQwNzJiOWI3NDc2MzI5NGMwNWZlY2ZmZTQ2NTA1NjU5MA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2019-07-22T14:54:22Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2019-07-22T14:54:22Z</td>\n",
+       "      <td>Update to C*07:726:01G Designation\\n\\nUpdate to C*07:726:01G Designation in hla.xml.zip file</td>\n",
+       "      <td>e59d6073d90f72f9175ba56bd4d8bce54ac6a8b5</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ba884d04072b9b74763294c05fecffe465056590</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ba884d04072b9b74763294c05fecffe465056590</td>\n",
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+       "      <td>jrob119</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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+       "      <td>False</td>\n",
+       "      <td>0d3a6c5423405678431f647444cbefb72626210b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0d3a6c5423405678431f647444cbefb72626210b</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0d3a6c5423405678431f647444cbefb72626210b</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>437</th>\n",
+       "      <td>40cf2ffd9d1eebaea3a23fd69a0c9ddee2b26168</td>\n",
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+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2019-07-22T14:55:12Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2019-07-22T14:55:12Z</td>\n",
+       "      <td>Merge pull request #188 from ANHIG/3370\\n\\nUpdate to C*07:726:01G Designation</td>\n",
+       "      <td>e59d6073d90f72f9175ba56bd4d8bce54ac6a8b5</td>\n",
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+       "      <td>0</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>fef5db5ec9c98b47c487f92b714ffbe05abc03cf</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fef5db5ec9c98b47c487f92b714ffbe05abc03cf</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/fef5db5ec9c98b47c487f92b714ffbe05abc03cf</td>\n",
+       "      <td>ba884d04072b9b74763294c05fecffe465056590</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ba884d04072b9b74763294c05fecffe465056590</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ba884d04072b9b74763294c05fecffe465056590</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>438</th>\n",
+       "      <td>1e5b0f481bd71308be89983e031377b3e7492a0d</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MWU1YjBmNDgxYmQ3MTMwOGJlODk5ODNlMDMxMzc3YjNlNzQ5MmEwZA==</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2019-09-18T10:39:05Z</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2019-09-18T10:39:05Z</td>\n",
+       "      <td>Updates to msf/C_prot.msf</td>\n",
+       "      <td>8c73619f34b282de4366d23d815e665a34a92ff4</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/8c73619f34b282de4366d23d815e665a34a92ff4</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/1e5b0f481bd71308be89983e031377b3e7492a0d</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1e5b0f481bd71308be89983e031377b3e7492a0d</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1e5b0f481bd71308be89983e031377b3e7492a0d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1e5b0f481bd71308be89983e031377b3e7492a0d/comments</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>16c09d89398603dcf653cc5476f857f1a21c1d9d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/16c09d89398603dcf653cc5476f857f1a21c1d9d</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/16c09d89398603dcf653cc5476f857f1a21c1d9d</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>439</th>\n",
+       "      <td>0d608e028ae5842d2450ab8e977a9cf64b8e7854</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MGQ2MDhlMDI4YWU1ODQyZDI0NTBhYjhlOTc3YTljZjY0YjhlNzg1NA==</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2019-09-18T10:41:49Z</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2019-09-18T10:41:49Z</td>\n",
+       "      <td>Revert \"Updates to msf/C_prot.msf\"\\n\\nThis reverts commit 1e5b0f481bd71308be89983e031377b3e7492a0d.</td>\n",
+       "      <td>7191080da28f0bea9682f16615d9eb39cd9df4c8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/7191080da28f0bea9682f16615d9eb39cd9df4c8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/0d608e028ae5842d2450ab8e977a9cf64b8e7854</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0d608e028ae5842d2450ab8e977a9cf64b8e7854</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0d608e028ae5842d2450ab8e977a9cf64b8e7854</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0d608e028ae5842d2450ab8e977a9cf64b8e7854/comments</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>1e5b0f481bd71308be89983e031377b3e7492a0d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1e5b0f481bd71308be89983e031377b3e7492a0d</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1e5b0f481bd71308be89983e031377b3e7492a0d</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>440</th>\n",
+       "      <td>501950eec393c13893d439deae3c536d3b8a694f</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NTAxOTUwZWVjMzkzYzEzODkzZDQzOWRlYWUzYzUzNmQzYjhhNjk0Zg==</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2019-09-18T10:42:47Z</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2019-09-18T10:42:47Z</td>\n",
+       "      <td>Revert \"Revert \"Updates to msf/C_prot.msf\"\"\\n\\nThis reverts commit 0d608e028ae5842d2450ab8e977a9cf64b8e7854.</td>\n",
+       "      <td>8c73619f34b282de4366d23d815e665a34a92ff4</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/8c73619f34b282de4366d23d815e665a34a92ff4</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/501950eec393c13893d439deae3c536d3b8a694f</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/501950eec393c13893d439deae3c536d3b8a694f</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/501950eec393c13893d439deae3c536d3b8a694f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/501950eec393c13893d439deae3c536d3b8a694f/comments</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0d608e028ae5842d2450ab8e977a9cf64b8e7854</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0d608e028ae5842d2450ab8e977a9cf64b8e7854</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0d608e028ae5842d2450ab8e977a9cf64b8e7854</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>441</th>\n",
+       "      <td>b0bc79bb688f79a9c44fbb58923cdb3215cb9bc6</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YjBiYzc5YmI2ODhmNzlhOWM0NGZiYjU4OTIzY2RiMzIxNWNiOWJjNg==</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2019-09-18T10:44:22Z</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2019-09-18T10:44:22Z</td>\n",
+       "      <td>Updates to msf/C_prot.msf</td>\n",
+       "      <td>3ffaf97cbeeaf8a63fa6656c7ee20b236e00d490</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/3ffaf97cbeeaf8a63fa6656c7ee20b236e00d490</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/b0bc79bb688f79a9c44fbb58923cdb3215cb9bc6</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b0bc79bb688f79a9c44fbb58923cdb3215cb9bc6</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b0bc79bb688f79a9c44fbb58923cdb3215cb9bc6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b0bc79bb688f79a9c44fbb58923cdb3215cb9bc6/comments</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
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+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/501950eec393c13893d439deae3c536d3b8a694f</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>442</th>\n",
+       "      <td>81b6b174ec67929d0b4401b00e25df87cb1f6718</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ODFiNmIxNzRlYzY3OTI5ZDBiNDQwMWIwMGUyNWRmODdjYjFmNjcxOA==</td>\n",
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+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
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+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ba884d04072b9b74763294c05fecffe465056590</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>443</th>\n",
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+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2019-10-04T13:57:07Z</td>\n",
+       "      <td>Removal of erroneous 0 and pipe from TAP protein numbering and rezipping archive</td>\n",
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+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
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+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2019-10-04T14:13:36Z</td>\n",
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+       "      <td>be66340f37c15a1d30c61eb05881d63fa99ea5f6</td>\n",
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+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2019-10-04T14:22:17Z</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
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+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2019-10-04T14:26:57Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2019-10-04T14:26:57Z</td>\n",
+       "      <td>Updating checksums</td>\n",
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+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/021b5670e6e563087b7821fca927f62d989e5cea</td>\n",
+       "      <td>NaN</td>\n",
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+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2019-10-04T14:30:56Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2019-10-04T14:30:56Z</td>\n",
+       "      <td>Merge pull request #193 from ANHIG/3370\\n\\nCorrection of TAP protein text alignment numbering and HLA-DPB1 KW and gene labels in hla.dat</td>\n",
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+       "      <td>NaN</td>\n",
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+       "    </tr>\n",
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+       "      <td>2019-10-17T10:45:14Z</td>\n",
+       "      <td>Dominic Barker</td>\n",
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+       "      <td>2019-10-17T10:45:14Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.38.0</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0d06063abf79210210b95887714630740210e26a</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0d06063abf79210210b95887714630740210e26a</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>450</th>\n",
+       "      <td>475cfe27e43194a6d38915e4110dfc5be1b12935</td>\n",
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+       "      <td>dominicbarkerAN</td>\n",
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+       "      <td>2019-10-17T10:47:54Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2019-10-17T10:47:54Z</td>\n",
+       "      <td>Merge pull request #195 from ANHIG/3380\\n\\nIPD-IMGT/HLA Release 3.38.0</td>\n",
+       "      <td>b3506f1397f949860a0b76aa0e41155c343e0129</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/b3506f1397f949860a0b76aa0e41155c343e0129</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/475cfe27e43194a6d38915e4110dfc5be1b12935</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/475cfe27e43194a6d38915e4110dfc5be1b12935</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0d06063abf79210210b95887714630740210e26a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0d06063abf79210210b95887714630740210e26a</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0d06063abf79210210b95887714630740210e26a</td>\n",
+       "      <td>01588fbf4c5636142fe8d33980a3edab2b023e9d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/01588fbf4c5636142fe8d33980a3edab2b023e9d</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/01588fbf4c5636142fe8d33980a3edab2b023e9d</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
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+       "      <td>fb025d76e2509be704b4b738e4ac5f83e511aea3</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZmIwMjVkNzZlMjUwOWJlNzA0YjRiNzM4ZTRhYzVmODNlNTExYWVhMw==</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2019-10-17T15:12:58Z</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2019-10-17T15:12:58Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.38.0</td>\n",
+       "      <td>07c88eec6885139ad3492d661c562aa99624fad7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/07c88eec6885139ad3492d661c562aa99624fad7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/fb025d76e2509be704b4b738e4ac5f83e511aea3</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fb025d76e2509be704b4b738e4ac5f83e511aea3</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/fb025d76e2509be704b4b738e4ac5f83e511aea3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fb025d76e2509be704b4b738e4ac5f83e511aea3/comments</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/01588fbf4c5636142fe8d33980a3edab2b023e9d</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/01588fbf4c5636142fe8d33980a3edab2b023e9d</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>452</th>\n",
+       "      <td>2a61062a54d8491751fc7d8eaed23e8bbf4e3830</td>\n",
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+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2019-10-17T15:14:13Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2019-10-17T15:14:13Z</td>\n",
+       "      <td>Merge pull request #196 from ANHIG/3380\\n\\nIPD-IMGT/HLA Release 3.38.0</td>\n",
+       "      <td>07c88eec6885139ad3492d661c562aa99624fad7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/07c88eec6885139ad3492d661c562aa99624fad7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/2a61062a54d8491751fc7d8eaed23e8bbf4e3830</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
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+       "      <td>tree 07c88eec6885139ad3492d661c562aa99624fad7\\nparent 475cfe27e43194a6d38915e4110dfc5be1b12935\\nparent fb025d76e2509be704b4b738e4ac5f83e511aea3\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1571325253 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1571325253 +0100\\n\\nMerge pull request #196 from ANHIG/3380\\n\\nIPD-IMGT/HLA Release 3.38.0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2a61062a54d8491751fc7d8eaed23e8bbf4e3830</td>\n",
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+       "      <td>https://github.com/dominicbarkerAN</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
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+       "      <td>False</td>\n",
+       "      <td>475cfe27e43194a6d38915e4110dfc5be1b12935</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/475cfe27e43194a6d38915e4110dfc5be1b12935</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/475cfe27e43194a6d38915e4110dfc5be1b12935</td>\n",
+       "      <td>fb025d76e2509be704b4b738e4ac5f83e511aea3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fb025d76e2509be704b4b738e4ac5f83e511aea3</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/fb025d76e2509be704b4b738e4ac5f83e511aea3</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>453</th>\n",
+       "      <td>3e3c49d94aaf2e36c77f06f1eff455b9ec196f84</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6M2UzYzQ5ZDk0YWFmMmUzNmM3N2YwNmYxZWZmNDU1YjllYzE5NmY4NA==</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2019-10-17T16:24:20Z</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2019-10-17T16:24:20Z</td>\n",
+       "      <td>Update of 3.37.0 ClassI_nuc.txt</td>\n",
+       "      <td>dc8e544e95bb4ae7de440a247689428dd48579e3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/dc8e544e95bb4ae7de440a247689428dd48579e3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/3e3c49d94aaf2e36c77f06f1eff455b9ec196f84</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3e3c49d94aaf2e36c77f06f1eff455b9ec196f84</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3e3c49d94aaf2e36c77f06f1eff455b9ec196f84</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3e3c49d94aaf2e36c77f06f1eff455b9ec196f84/comments</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>96e477a681d939a64af04440ee682a2d0f6be365</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/96e477a681d939a64af04440ee682a2d0f6be365</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/96e477a681d939a64af04440ee682a2d0f6be365</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>454</th>\n",
+       "      <td>788e9d8a3e8db9606824d2d52646bd91902f03a9</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Nzg4ZTlkOGEzZThkYjk2MDY4MjRkMmQ1MjY0NmJkOTE5MDJmMDNhOQ==</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2019-10-18T10:21:26Z</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2019-10-18T10:21:26Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.38.0</td>\n",
+       "      <td>2012a32d239bc8cb4389fd21971b42598dd09ad8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/2012a32d239bc8cb4389fd21971b42598dd09ad8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/788e9d8a3e8db9606824d2d52646bd91902f03a9</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/788e9d8a3e8db9606824d2d52646bd91902f03a9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/788e9d8a3e8db9606824d2d52646bd91902f03a9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/788e9d8a3e8db9606824d2d52646bd91902f03a9/comments</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>fb025d76e2509be704b4b738e4ac5f83e511aea3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fb025d76e2509be704b4b738e4ac5f83e511aea3</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/fb025d76e2509be704b4b738e4ac5f83e511aea3</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>455</th>\n",
+       "      <td>c259def486334fc9f7610d6ecb1d22c7fd92507d</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YzI1OWRlZjQ4NjMzNGZjOWY3NjEwZDZlY2IxZDIyYzdmZDkyNTA3ZA==</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2019-10-18T10:21:54Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2019-10-18T10:21:54Z</td>\n",
+       "      <td>Merge pull request #197 from ANHIG/3380\\n\\nIPD-IMGT/HLA Release 3.38.0</td>\n",
+       "      <td>2012a32d239bc8cb4389fd21971b42598dd09ad8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/2012a32d239bc8cb4389fd21971b42598dd09ad8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/c259def486334fc9f7610d6ecb1d22c7fd92507d</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJdqZJCCRBK7hj4Ov3rIwAAdHIIAHinW0FjGKLkM8RE3NyJVnZH\\npXpjly1u4A0uA/J5rVKl8t/RSn14irnt7Z4JVnuSX6wXIDRiQTadiXc0v1fLYkfQ\\nbbDOFU8DYfAeXcVbZOyV4Z2q++kFa+Rj8k1qOcMjNJm45I1WvIpcPERsz2PKV5LV\\nL0B8qgOJwahlgtbulH1TGyG+rS7Z+Aw/+cVj4lAukUt/jslOH2feHxK3FJWH8nWr\\nsB+4/X6jqcwEWw6jCj2cKCIwWyItLjLod91dt+AEagg1fFN8oZfznq2JWJ47i7CK\\ni91UC7FL6cpyGiZDBzjSqQjoOnM/oAUht5QzFNBy4EVIZp70fA5nBjv1d2QCBeI=\\n=2f7v\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree 2012a32d239bc8cb4389fd21971b42598dd09ad8\\nparent 2a61062a54d8491751fc7d8eaed23e8bbf4e3830\\nparent 788e9d8a3e8db9606824d2d52646bd91902f03a9\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1571394114 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1571394114 +0100\\n\\nMerge pull request #197 from ANHIG/3380\\n\\nIPD-IMGT/HLA Release 3.38.0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c259def486334fc9f7610d6ecb1d22c7fd92507d</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c259def486334fc9f7610d6ecb1d22c7fd92507d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c259def486334fc9f7610d6ecb1d22c7fd92507d/comments</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>2a61062a54d8491751fc7d8eaed23e8bbf4e3830</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2a61062a54d8491751fc7d8eaed23e8bbf4e3830</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2a61062a54d8491751fc7d8eaed23e8bbf4e3830</td>\n",
+       "      <td>788e9d8a3e8db9606824d2d52646bd91902f03a9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/788e9d8a3e8db9606824d2d52646bd91902f03a9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/788e9d8a3e8db9606824d2d52646bd91902f03a9</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>456</th>\n",
+       "      <td>b46aec85945ed773eff0445db3b0940f4469d028</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YjQ2YWVjODU5NDVlZDc3M2VmZjA0NDVkYjNiMDk0MGY0NDY5ZDAyOA==</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2019-10-29T12:24:07Z</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2019-10-29T12:24:07Z</td>\n",
+       "      <td>Removal of tab character from first line of hla.xml and conversion of tabs to spaces in hla_ambigs.xml</td>\n",
+       "      <td>d3c927eb8a4a574e3f55fdb1e1672992ce93fcad</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/d3c927eb8a4a574e3f55fdb1e1672992ce93fcad</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/b46aec85945ed773eff0445db3b0940f4469d028</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b46aec85945ed773eff0445db3b0940f4469d028</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b46aec85945ed773eff0445db3b0940f4469d028</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b46aec85945ed773eff0445db3b0940f4469d028/comments</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
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+       "      <td>NaN</td>\n",
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+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b46aec85945ed773eff0445db3b0940f4469d028</td>\n",
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+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2019-11-05T14:32:38Z</td>\n",
+       "      <td>Removal of N from G group name for C*07:726:01G</td>\n",
+       "      <td>bfa06800e79c90548a1570c6dbd720ee675d4c59</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
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+       "      <td>2019-11-05T14:33:40Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2019-11-05T14:33:40Z</td>\n",
+       "      <td>Merge pull request #203 from ANHIG/3380\\n\\nRemoval of N from G group name for C*07:726:01G in xml</td>\n",
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+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2019-11-05T14:40:29Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2019-11-05T14:40:29Z</td>\n",
+       "      <td>Correction of length of C*05:206 and C*05:208N in C_gen.msf file</td>\n",
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+       "      <td>0</td>\n",
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+       "      <td>unsigned</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>e463a9f13ff8ab78c4df42c6af9fdc77e84ef8eb</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e463a9f13ff8ab78c4df42c6af9fdc77e84ef8eb</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e463a9f13ff8ab78c4df42c6af9fdc77e84ef8eb</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>461</th>\n",
+       "      <td>02ef01dd646992f7518094c48281eb1b389ac105</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDJlZjAxZGQ2NDY5OTJmNzUxODA5NGM0ODI4MWViMWIzODlhYzEwNQ==</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2019-11-18T10:46:03Z</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2019-11-18T10:46:03Z</td>\n",
+       "      <td>Lower case base 't' in gen files for B*07:14 corrected to 'T'</td>\n",
+       "      <td>af70330860d237f3af5f58e2f9ca87f28b3ad595</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/af70330860d237f3af5f58e2f9ca87f28b3ad595</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/02ef01dd646992f7518094c48281eb1b389ac105</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/02ef01dd646992f7518094c48281eb1b389ac105</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/02ef01dd646992f7518094c48281eb1b389ac105</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/02ef01dd646992f7518094c48281eb1b389ac105/comments</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>9ab5d76764617e43c840fbe187b7c3173682d94c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9ab5d76764617e43c840fbe187b7c3173682d94c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9ab5d76764617e43c840fbe187b7c3173682d94c</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>462</th>\n",
+       "      <td>054dac767e3513fed7ced0639fc67dd371b4bd28</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDU0ZGFjNzY3ZTM1MTNmZWQ3Y2VkMDYzOWZjNjdkZDM3MWI0YmQyOA==</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2019-11-18T10:49:42Z</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2019-11-18T10:49:42Z</td>\n",
+       "      <td>Lower case base 't' in gen files for B*07:14 corrected to 'T'</td>\n",
+       "      <td>572a3581db57ddc8f48c0f6f36a18db33b72ba68</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/572a3581db57ddc8f48c0f6f36a18db33b72ba68</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/054dac767e3513fed7ced0639fc67dd371b4bd28</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/054dac767e3513fed7ced0639fc67dd371b4bd28</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/054dac767e3513fed7ced0639fc67dd371b4bd28</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/054dac767e3513fed7ced0639fc67dd371b4bd28/comments</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>02ef01dd646992f7518094c48281eb1b389ac105</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/02ef01dd646992f7518094c48281eb1b389ac105</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/02ef01dd646992f7518094c48281eb1b389ac105</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>463</th>\n",
+       "      <td>b67c8cee9f317b9aab7ca3a9478813183c77e16f</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YjY3YzhjZWU5ZjMxN2I5YWFiN2NhM2E5NDc4ODEzMTgzYzc3ZTE2Zg==</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2019-11-18T10:52:18Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2019-11-18T10:52:18Z</td>\n",
+       "      <td>Merge pull request #204 from ANHIG/3380\\n\\nLower case base 't' in gen files for B*07:14 corrected to 'T'</td>\n",
+       "      <td>572a3581db57ddc8f48c0f6f36a18db33b72ba68</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/572a3581db57ddc8f48c0f6f36a18db33b72ba68</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/b67c8cee9f317b9aab7ca3a9478813183c77e16f</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJd0nfiCRBK7hj4Ov3rIwAAdHIIAD3G0DVgL6S7wNO3kIMBeCPr\\nR3kGy74f4aEDbBXv/usAI4pDg75bWImkDBIfQ9svqRsziZw80DAIPIxBPOXggMdw\\nexIdl92ZKmOBAK8eXn5bdjuLSHy28qQa5Gg0IRr5dkH6iQeqmJ5vDxhHYp20ZQi2\\nVaXsyQvan2uelVSqmK+yDrBDm90sxROwP8s9eABHDZribUHnFdZeDCXI9/nzdKGq\\n0KvREUKr7Cx1KiXFyD3bkvkHA2wfSn4puIpM6xMKj/zgN7fwB6/BnWwlCRKikiHm\\n3LUc1r+1m/r0hEHFfbdYLC7yRsJG/Xwpti6Pt6gQC2e7Au0BLVpB86JpH2egEH8=\\n=4qvW\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree 572a3581db57ddc8f48c0f6f36a18db33b72ba68\\nparent 3e8bb627774ad62a765fb7826bef8b8d3efc82b8\\nparent 054dac767e3513fed7ced0639fc67dd371b4bd28\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1574074338 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1574074338 +0000\\n\\nMerge pull request #204 from ANHIG/3380\\n\\nLower case base 't' in gen files for B*07:14 corrected to 'T'</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b67c8cee9f317b9aab7ca3a9478813183c77e16f</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b67c8cee9f317b9aab7ca3a9478813183c77e16f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b67c8cee9f317b9aab7ca3a9478813183c77e16f/comments</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>3e8bb627774ad62a765fb7826bef8b8d3efc82b8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3e8bb627774ad62a765fb7826bef8b8d3efc82b8</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3e8bb627774ad62a765fb7826bef8b8d3efc82b8</td>\n",
+       "      <td>054dac767e3513fed7ced0639fc67dd371b4bd28</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/054dac767e3513fed7ced0639fc67dd371b4bd28</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/054dac767e3513fed7ced0639fc67dd371b4bd28</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>464</th>\n",
+       "      <td>48caa202c941b79a1868311cd2bc2dbf45889aea</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NDhjYWEyMDJjOTQxYjc5YTE4NjgzMTFjZDJiYzJkYmY0NTg4OWFlYQ==</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2020-01-20T12:59:01Z</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2020-01-20T12:59:01Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.39.0</td>\n",
+       "      <td>a3d5029fd9a9569fbc58f59d19c355ddd74de93f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/a3d5029fd9a9569fbc58f59d19c355ddd74de93f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/48caa202c941b79a1868311cd2bc2dbf45889aea</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/48caa202c941b79a1868311cd2bc2dbf45889aea</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/48caa202c941b79a1868311cd2bc2dbf45889aea</td>\n",
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+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b67c8cee9f317b9aab7ca3a9478813183c77e16f</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b67c8cee9f317b9aab7ca3a9478813183c77e16f</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>465</th>\n",
+       "      <td>d89e87e2eb0296a353cd880d47773307d949ad02</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZDg5ZTg3ZTJlYjAyOTZhMzUzY2Q4ODBkNDc3NzMzMDdkOTQ5YWQwMg==</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2020-01-20T14:09:42Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2020-01-20T14:09:42Z</td>\n",
+       "      <td>Merge pull request #207 from ANHIG/3390\\n\\nIPD-IMGT/HLA Release 3.39.0</td>\n",
+       "      <td>a3d5029fd9a9569fbc58f59d19c355ddd74de93f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/a3d5029fd9a9569fbc58f59d19c355ddd74de93f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/d89e87e2eb0296a353cd880d47773307d949ad02</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJeJbSmCRBK7hj4Ov3rIwAAdHIIAFnk4odaXB9nNthUr+FKxaKq\\n9jLZ7JIrzbX/qemRvpe+bWxYF8b+VJcZG7q6eCLYKV0QblWVurCJzspAljFeF8c6\\n4vMvVLkrwvp2JfhlKtToS8ikc+WHTEciT9oi4j89uPWSgkjyzKGu5u2sHtv5lPRa\\nI+sYHKvEtaA9HKvzBItlcfdMB+GclLvywQy1HRmXdqqtc9cD+3byUDWqOApp/PJ6\\nhMst3mLp21cjGxK1E/vv4XAxp3OsXhfm+X01vWdHY/hyaP8GkBEts43e6xo57gaQ\\nOD8KLws1uIlFw5cOwkH9/lv6KaA/HwhgGIAGfz0Rjs88y6ZYTcvu5JLiL43gYus=\\n=R1l0\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree a3d5029fd9a9569fbc58f59d19c355ddd74de93f\\nparent b67c8cee9f317b9aab7ca3a9478813183c77e16f\\nparent 48caa202c941b79a1868311cd2bc2dbf45889aea\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1579529382 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1579529382 +0000\\n\\nMerge pull request #207 from ANHIG/3390\\n\\nIPD-IMGT/HLA Release 3.39.0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d89e87e2eb0296a353cd880d47773307d949ad02</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d89e87e2eb0296a353cd880d47773307d949ad02</td>\n",
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+       "      <td>dominicbarkerAN</td>\n",
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+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>b67c8cee9f317b9aab7ca3a9478813183c77e16f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b67c8cee9f317b9aab7ca3a9478813183c77e16f</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b67c8cee9f317b9aab7ca3a9478813183c77e16f</td>\n",
+       "      <td>48caa202c941b79a1868311cd2bc2dbf45889aea</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/48caa202c941b79a1868311cd2bc2dbf45889aea</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/48caa202c941b79a1868311cd2bc2dbf45889aea</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>466</th>\n",
+       "      <td>bd4562b0edc5b02a22b8a588568e04f0362d8220</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YmQ0NTYyYjBlZGM1YjAyYTIyYjhhNTg4NTY4ZTA0ZjAzNjJkODIyMA==</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2020-01-22T10:39:24Z</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2020-01-22T10:39:24Z</td>\n",
+       "      <td>Updated alignment for MICA*012:03 to include spacing present in other MICA*012 alleles</td>\n",
+       "      <td>ae6b4286aecfb2fe61978464aa4f7cd556c57101</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/ae6b4286aecfb2fe61978464aa4f7cd556c57101</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/bd4562b0edc5b02a22b8a588568e04f0362d8220</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bd4562b0edc5b02a22b8a588568e04f0362d8220</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/bd4562b0edc5b02a22b8a588568e04f0362d8220</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bd4562b0edc5b02a22b8a588568e04f0362d8220/comments</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
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+       "      <td>False</td>\n",
+       "      <td>48caa202c941b79a1868311cd2bc2dbf45889aea</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/48caa202c941b79a1868311cd2bc2dbf45889aea</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/48caa202c941b79a1868311cd2bc2dbf45889aea</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>467</th>\n",
+       "      <td>a19f887adf8ddf4c61c1af803d46bbd35643516a</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YTE5Zjg4N2FkZjhkZGY0YzYxYzFhZjgwM2Q0NmJiZDM1NjQzNTE2YQ==</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2020-01-22T10:41:13Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2020-01-22T10:41:13Z</td>\n",
+       "      <td>Merge pull request #208 from ANHIG/3390\\n\\nUpdated alignment for MICA*012:03 to include spacing present in other MICA*012 alleles</td>\n",
+       "      <td>ae6b4286aecfb2fe61978464aa4f7cd556c57101</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/ae6b4286aecfb2fe61978464aa4f7cd556c57101</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
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+       "      <td>tree ae6b4286aecfb2fe61978464aa4f7cd556c57101\\nparent d89e87e2eb0296a353cd880d47773307d949ad02\\nparent bd4562b0edc5b02a22b8a588568e04f0362d8220\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1579689673 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1579689673 +0000\\n\\nMerge pull request #208 from ANHIG/3390\\n\\nUpdated alignment for MICA*012:03 to include spacing present in other MICA*012 alleles</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>d89e87e2eb0296a353cd880d47773307d949ad02</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d89e87e2eb0296a353cd880d47773307d949ad02</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d89e87e2eb0296a353cd880d47773307d949ad02</td>\n",
+       "      <td>bd4562b0edc5b02a22b8a588568e04f0362d8220</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bd4562b0edc5b02a22b8a588568e04f0362d8220</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/bd4562b0edc5b02a22b8a588568e04f0362d8220</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>468</th>\n",
+       "      <td>e05a5c42d89815626d4a272d3283e2bd86f5fc66</td>\n",
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+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2020-01-22T10:45:26Z</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2020-01-22T10:45:26Z</td>\n",
+       "      <td>Update to C*12:139Q moving defined serology from \"Unambiguous Serological Antigen associated with allele\" to \"Assumed Serological Antigen associated with allele\"</td>\n",
+       "      <td>6128a9e53c986b6efbbc23631c222296e743bc19</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
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+       "      <td>None</td>\n",
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+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/bd4562b0edc5b02a22b8a588568e04f0362d8220</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
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+       "      <td>2020-01-22T10:46:35Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2020-01-22T10:46:35Z</td>\n",
+       "      <td>Merge pull request #209 from ANHIG/3390\\n\\nUpdate to C*12:139Q moving defined serology</td>\n",
+       "      <td>6128a9e53c986b6efbbc23631c222296e743bc19</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/6128a9e53c986b6efbbc23631c222296e743bc19</td>\n",
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+       "      <td>James Robinson</td>\n",
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+       "      <td>2020-01-22T10:52:27Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2020-01-22T10:52:27Z</td>\n",
+       "      <td>Update README.md\\n\\nCorrected formatting of lists of fields.</td>\n",
+       "      <td>a61d33a9b07d1d94b9ca03419ccb227f99edd222</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/a61d33a9b07d1d94b9ca03419ccb227f99edd222</td>\n",
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+       "      <td>noreply@github.com</td>\n",
+       "      <td>2020-01-22T10:54:06Z</td>\n",
+       "      <td>Update README.md</td>\n",
+       "      <td>f21f46c1f1a0cc886d33cd46afcb8fb299a552b1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/f21f46c1f1a0cc886d33cd46afcb8fb299a552b1</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
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+       "      <td>tree f21f46c1f1a0cc886d33cd46afcb8fb299a552b1\\nparent 0bfff70fe8ca504abaf8637ccd4ecc752e9717e9\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1579690446 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1579690446 +0000\\n\\nUpdate README.md</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0bfff70fe8ca504abaf8637ccd4ecc752e9717e9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0bfff70fe8ca504abaf8637ccd4ecc752e9717e9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0bfff70fe8ca504abaf8637ccd4ecc752e9717e9</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>472</th>\n",
+       "      <td>30ca054efd7872597e8a3e14043627ae126a1ee9</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MzBjYTA1NGVmZDc4NzI1OTdlOGEzZTE0MDQzNjI3YWUxMjZhMWVlOQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2020-01-22T11:02:35Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2020-01-22T11:02:35Z</td>\n",
+       "      <td>Update README.md</td>\n",
+       "      <td>f21f46c1f1a0cc886d33cd46afcb8fb299a552b1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/f21f46c1f1a0cc886d33cd46afcb8fb299a552b1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/30ca054efd7872597e8a3e14043627ae126a1ee9</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
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+       "      <td>tree f21f46c1f1a0cc886d33cd46afcb8fb299a552b1\\nparent e05a5c42d89815626d4a272d3283e2bd86f5fc66\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1579690955 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1579690955 +0000\\n\\nUpdate README.md</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/30ca054efd7872597e8a3e14043627ae126a1ee9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/30ca054efd7872597e8a3e14043627ae126a1ee9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/30ca054efd7872597e8a3e14043627ae126a1ee9/comments</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
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+       "      <td></td>\n",
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+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>e05a5c42d89815626d4a272d3283e2bd86f5fc66</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e05a5c42d89815626d4a272d3283e2bd86f5fc66</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e05a5c42d89815626d4a272d3283e2bd86f5fc66</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>473</th>\n",
+       "      <td>14a38b648034e61270207ba3672a19ec08401aca</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MTRhMzhiNjQ4MDM0ZTYxMjcwMjA3YmEzNjcyYTE5ZWMwODQwMWFjYQ==</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2020-01-22T11:23:48Z</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2020-01-22T11:23:48Z</td>\n",
+       "      <td>Update to mark up of indels only for B*13:123Q and C*04:09N, nucleotide sequences have not changed</td>\n",
+       "      <td>1535136e8e4ae5c51ba8f157a5e3c3ce36c90e3e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/1535136e8e4ae5c51ba8f157a5e3c3ce36c90e3e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/14a38b648034e61270207ba3672a19ec08401aca</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/14a38b648034e61270207ba3672a19ec08401aca</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/14a38b648034e61270207ba3672a19ec08401aca</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/14a38b648034e61270207ba3672a19ec08401aca/comments</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>e05a5c42d89815626d4a272d3283e2bd86f5fc66</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e05a5c42d89815626d4a272d3283e2bd86f5fc66</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e05a5c42d89815626d4a272d3283e2bd86f5fc66</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>474</th>\n",
+       "      <td>b25532e27dabf40752a2687c6b14c7e521addf4d</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YjI1NTMyZTI3ZGFiZjQwNzUyYTI2ODdjNmIxNGM3ZTUyMWFkZGY0ZA==</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2020-01-22T11:27:27Z</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2020-01-22T11:27:27Z</td>\n",
+       "      <td>Merge branch '3390' of github.com:ANHIG/IMGTHLA into 3390</td>\n",
+       "      <td>e7a31e33069c63582f072c4748298830fdd6bcd5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/e7a31e33069c63582f072c4748298830fdd6bcd5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/b25532e27dabf40752a2687c6b14c7e521addf4d</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b25532e27dabf40752a2687c6b14c7e521addf4d</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b25532e27dabf40752a2687c6b14c7e521addf4d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b25532e27dabf40752a2687c6b14c7e521addf4d/comments</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
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+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
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+       "      <td>30ca054efd7872597e8a3e14043627ae126a1ee9</td>\n",
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+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/30ca054efd7872597e8a3e14043627ae126a1ee9</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>475</th>\n",
+       "      <td>72911607eb497585b8e56d906d0794c99f888e7c</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NzI5MTE2MDdlYjQ5NzU4NWI4ZTU2ZDkwNmQwNzk0Yzk5Zjg4OGU3Yw==</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2020-01-22T11:32:33Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2020-01-22T11:32:33Z</td>\n",
+       "      <td>Merge pull request #210 from ANHIG/3390\\n\\n3390</td>\n",
+       "      <td>e7a31e33069c63582f072c4748298830fdd6bcd5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/e7a31e33069c63582f072c4748298830fdd6bcd5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/72911607eb497585b8e56d906d0794c99f888e7c</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
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+       "      <td>tree e7a31e33069c63582f072c4748298830fdd6bcd5\\nparent a9f619032ea68c561e39a9ea3fe4358543356a92\\nparent b25532e27dabf40752a2687c6b14c7e521addf4d\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1579692753 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1579692753 +0000\\n\\nMerge pull request #210 from ANHIG/3390\\n\\n3390</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/72911607eb497585b8e56d906d0794c99f888e7c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/72911607eb497585b8e56d906d0794c99f888e7c</td>\n",
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+       "      <td>dominicbarkerAN</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>a9f619032ea68c561e39a9ea3fe4358543356a92</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a9f619032ea68c561e39a9ea3fe4358543356a92</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a9f619032ea68c561e39a9ea3fe4358543356a92</td>\n",
+       "      <td>b25532e27dabf40752a2687c6b14c7e521addf4d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b25532e27dabf40752a2687c6b14c7e521addf4d</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b25532e27dabf40752a2687c6b14c7e521addf4d</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>476</th>\n",
+       "      <td>032815608e6312b595b4aaf9904d5b4c189dd6dc</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDMyODE1NjA4ZTYzMTJiNTk1YjRhYWY5OTA0ZDViNGMxODlkZDZkYw==</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2020-01-22T12:45:20Z</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2020-01-22T12:45:20Z</td>\n",
+       "      <td>Updated Alignments_Rel_3390.zip and md5 checksums following previous commits</td>\n",
+       "      <td>a2b9f07dfe2ce70095e1beab6290399f7b1ec102</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/a2b9f07dfe2ce70095e1beab6290399f7b1ec102</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/032815608e6312b595b4aaf9904d5b4c189dd6dc</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/032815608e6312b595b4aaf9904d5b4c189dd6dc</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/032815608e6312b595b4aaf9904d5b4c189dd6dc</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/032815608e6312b595b4aaf9904d5b4c189dd6dc/comments</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>b25532e27dabf40752a2687c6b14c7e521addf4d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b25532e27dabf40752a2687c6b14c7e521addf4d</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b25532e27dabf40752a2687c6b14c7e521addf4d</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>477</th>\n",
+       "      <td>b23d7db0eebbf52d510780cefb6e09f83de70581</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YjIzZDdkYjBlZWJiZjUyZDUxMDc4MGNlZmI2ZTA5ZjgzZGU3MDU4MQ==</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2020-01-23T09:59:05Z</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2020-01-23T09:59:05Z</td>\n",
+       "      <td>Correction to DQA1*01:07P group name in hla.xml</td>\n",
+       "      <td>c77e55c01bf520f10a55bc8b10ca613660078418</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/c77e55c01bf520f10a55bc8b10ca613660078418</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/b23d7db0eebbf52d510780cefb6e09f83de70581</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b23d7db0eebbf52d510780cefb6e09f83de70581</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b23d7db0eebbf52d510780cefb6e09f83de70581</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b23d7db0eebbf52d510780cefb6e09f83de70581/comments</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
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+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>032815608e6312b595b4aaf9904d5b4c189dd6dc</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/032815608e6312b595b4aaf9904d5b4c189dd6dc</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/032815608e6312b595b4aaf9904d5b4c189dd6dc</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>478</th>\n",
+       "      <td>e5e80a1f24de819be3be7d0b2661b6eb5f0917ab</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZTVlODBhMWYyNGRlODE5YmUzYmU3ZDBiMjY2MWI2ZWI1ZjA5MTdhYg==</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2020-01-23T10:04:20Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2020-01-23T10:04:20Z</td>\n",
+       "      <td>Merge pull request #212 from ANHIG/3390\\n\\n3390</td>\n",
+       "      <td>c77e55c01bf520f10a55bc8b10ca613660078418</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/c77e55c01bf520f10a55bc8b10ca613660078418</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/e5e80a1f24de819be3be7d0b2661b6eb5f0917ab</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
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+       "      <td>tree c77e55c01bf520f10a55bc8b10ca613660078418\\nparent 72911607eb497585b8e56d906d0794c99f888e7c\\nparent b23d7db0eebbf52d510780cefb6e09f83de70581\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1579773860 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1579773860 +0000\\n\\nMerge pull request #212 from ANHIG/3390\\n\\n3390</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e5e80a1f24de819be3be7d0b2661b6eb5f0917ab</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e5e80a1f24de819be3be7d0b2661b6eb5f0917ab/comments</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>72911607eb497585b8e56d906d0794c99f888e7c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/72911607eb497585b8e56d906d0794c99f888e7c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/72911607eb497585b8e56d906d0794c99f888e7c</td>\n",
+       "      <td>b23d7db0eebbf52d510780cefb6e09f83de70581</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b23d7db0eebbf52d510780cefb6e09f83de70581</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b23d7db0eebbf52d510780cefb6e09f83de70581</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>479</th>\n",
+       "      <td>0d5afcde672cf0472d5f02f4705dd8d31c32eb01</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MGQ1YWZjZGU2NzJjZjA0NzJkNWYwMmY0NzA1ZGQ4ZDMxYzMyZWIwMQ==</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2020-01-23T10:17:07Z</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2020-01-23T10:17:07Z</td>\n",
+       "      <td>Removal of HLA- prefix for MICA/MICB alleles in hla.xml</td>\n",
+       "      <td>1fc91e54a136014db8274ad0b74d0a641e048113</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/1fc91e54a136014db8274ad0b74d0a641e048113</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/0d5afcde672cf0472d5f02f4705dd8d31c32eb01</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0d5afcde672cf0472d5f02f4705dd8d31c32eb01</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0d5afcde672cf0472d5f02f4705dd8d31c32eb01</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0d5afcde672cf0472d5f02f4705dd8d31c32eb01/comments</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>b23d7db0eebbf52d510780cefb6e09f83de70581</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b23d7db0eebbf52d510780cefb6e09f83de70581</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b23d7db0eebbf52d510780cefb6e09f83de70581</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>480</th>\n",
+       "      <td>933b99c3cbf59d96086e272189e9f885684c3a3c</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OTMzYjk5YzNjYmY1OWQ5NjA4NmUyNzIxODllOWY4ODU2ODRjM2EzYw==</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2020-01-23T10:19:10Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2020-01-23T10:19:10Z</td>\n",
+       "      <td>Merge pull request #213 from ANHIG/3390\\n\\nRemoval of HLA- prefix for MICA/MICB alleles in hla.xml</td>\n",
+       "      <td>1fc91e54a136014db8274ad0b74d0a641e048113</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/1fc91e54a136014db8274ad0b74d0a641e048113</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/933b99c3cbf59d96086e272189e9f885684c3a3c</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJeKXMeCRBK7hj4Ov3rIwAAdHIIAC2QBSHGGVrqd2mDsvi1YAQE\\nJXxJUdmDGsyM/xQoDVArGhAwV+3iKkQ9g8AetclVTx8P3sFjzVM96WbGeyA0tL3Y\\nBG5pjxM7AEEnjUHQ8dyO9Ti5+/b6fxbuTJNKuUshSqKsbf7GA5+tZE4XBb6EZLZs\\nC5+7gNSMrCU2SaXP6NoRUlnimXyCONVQ589kh8T1iik8p0MyuPYmUv/Rd7OgrMc4\\nO0oWi6SMtWsJZdBxbCZKUp2rhGksJbb1y3fYdUpYMa+TeAhEIOpJaFcCqiDmG5li\\nLettID8a5UxOO/WnO7lio++4S5GlRvDhG1nAPZOCy54/8kKkiPzBADqkZ8iOH9M=\\n=Ag9l\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree 1fc91e54a136014db8274ad0b74d0a641e048113\\nparent e5e80a1f24de819be3be7d0b2661b6eb5f0917ab\\nparent 0d5afcde672cf0472d5f02f4705dd8d31c32eb01\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1579774750 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1579774750 +0000\\n\\nMerge pull request #213 from ANHIG/3390\\n\\nRemoval of HLA- prefix for MICA/MICB alleles in hla.xml</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/933b99c3cbf59d96086e272189e9f885684c3a3c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/933b99c3cbf59d96086e272189e9f885684c3a3c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/933b99c3cbf59d96086e272189e9f885684c3a3c/comments</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>e5e80a1f24de819be3be7d0b2661b6eb5f0917ab</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e5e80a1f24de819be3be7d0b2661b6eb5f0917ab</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e5e80a1f24de819be3be7d0b2661b6eb5f0917ab</td>\n",
+       "      <td>0d5afcde672cf0472d5f02f4705dd8d31c32eb01</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0d5afcde672cf0472d5f02f4705dd8d31c32eb01</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0d5afcde672cf0472d5f02f4705dd8d31c32eb01</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>481</th>\n",
+       "      <td>ae7dd6d372c7d1f1d3a8a63337cbea7c512ec1a1</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YWU3ZGQ2ZDM3MmM3ZDFmMWQzYThhNjMzMzdjYmVhN2M1MTJlYzFhMQ==</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2020-02-03T10:50:43Z</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2020-02-03T10:50:43Z</td>\n",
+       "      <td>Removal of invalid character for DPB1*1087:01 entry in rel_dna_ser.txt</td>\n",
+       "      <td>8430d8bdfdd5dfcd5825046a2344420452551193</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/8430d8bdfdd5dfcd5825046a2344420452551193</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ae7dd6d372c7d1f1d3a8a63337cbea7c512ec1a1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ae7dd6d372c7d1f1d3a8a63337cbea7c512ec1a1</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ae7dd6d372c7d1f1d3a8a63337cbea7c512ec1a1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ae7dd6d372c7d1f1d3a8a63337cbea7c512ec1a1/comments</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
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+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0d5afcde672cf0472d5f02f4705dd8d31c32eb01</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0d5afcde672cf0472d5f02f4705dd8d31c32eb01</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0d5afcde672cf0472d5f02f4705dd8d31c32eb01</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>482</th>\n",
+       "      <td>e5af6aaf8ce3d052cab09bcda8f45c8efafeaeb4</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZTVhZjZhYWY4Y2UzZDA1MmNhYjA5YmNkYThmNDVjOGVmYWZlYWViNA==</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2020-02-03T10:54:06Z</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2020-02-03T10:54:06Z</td>\n",
+       "      <td>Removal of invalid character for DPB1*1087:01 entry in rel_dna_ser.txt</td>\n",
+       "      <td>62c1ac817034984f4334fa14e6694c7a4c51cc87</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/62c1ac817034984f4334fa14e6694c7a4c51cc87</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e5af6aaf8ce3d052cab09bcda8f45c8efafeaeb4</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e5af6aaf8ce3d052cab09bcda8f45c8efafeaeb4</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e5af6aaf8ce3d052cab09bcda8f45c8efafeaeb4/comments</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ae7dd6d372c7d1f1d3a8a63337cbea7c512ec1a1</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ae7dd6d372c7d1f1d3a8a63337cbea7c512ec1a1</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>483</th>\n",
+       "      <td>3bef58fa463f149dba9bbe39ce5998dc309775b1</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6M2JlZjU4ZmE0NjNmMTQ5ZGJhOWJiZTM5Y2U1OTk4ZGMzMDk3NzViMQ==</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2020-02-03T10:54:45Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2020-02-03T10:54:45Z</td>\n",
+       "      <td>Merge pull request #214 from ANHIG/3390\\n\\n3390</td>\n",
+       "      <td>62c1ac817034984f4334fa14e6694c7a4c51cc87</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/62c1ac817034984f4334fa14e6694c7a4c51cc87</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/3bef58fa463f149dba9bbe39ce5998dc309775b1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
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+       "      <td>tree 62c1ac817034984f4334fa14e6694c7a4c51cc87\\nparent 933b99c3cbf59d96086e272189e9f885684c3a3c\\nparent e5af6aaf8ce3d052cab09bcda8f45c8efafeaeb4\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1580727285 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1580727285 +0000\\n\\nMerge pull request #214 from ANHIG/3390\\n\\n3390</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3bef58fa463f149dba9bbe39ce5998dc309775b1</td>\n",
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+       "      <td>dominicbarkerAN</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>933b99c3cbf59d96086e272189e9f885684c3a3c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/933b99c3cbf59d96086e272189e9f885684c3a3c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/933b99c3cbf59d96086e272189e9f885684c3a3c</td>\n",
+       "      <td>e5af6aaf8ce3d052cab09bcda8f45c8efafeaeb4</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e5af6aaf8ce3d052cab09bcda8f45c8efafeaeb4</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e5af6aaf8ce3d052cab09bcda8f45c8efafeaeb4</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>484</th>\n",
+       "      <td>18599815b186419ea8f71caccd3d3496e52310bb</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MTg1OTk4MTViMTg2NDE5ZWE4ZjcxY2FjY2QzZDM0OTZlNTIzMTBiYg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2020-04-21T12:13:52Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2020-04-21T12:13:52Z</td>\n",
+       "      <td>Updated C*07:226 enry in deleted alleles list</td>\n",
+       "      <td>d34d867a0923e222d0607044eacab8c2f3eb2e74</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/d34d867a0923e222d0607044eacab8c2f3eb2e74</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/18599815b186419ea8f71caccd3d3496e52310bb</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/18599815b186419ea8f71caccd3d3496e52310bb</td>\n",
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+       "      <td>jrob119</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>e5af6aaf8ce3d052cab09bcda8f45c8efafeaeb4</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e5af6aaf8ce3d052cab09bcda8f45c8efafeaeb4</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e5af6aaf8ce3d052cab09bcda8f45c8efafeaeb4</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>485</th>\n",
+       "      <td>8cd90d4790a8e27577adbb677c5e1b711f6dd85e</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OGNkOTBkNDc5MGE4ZTI3NTc3YWRiYjY3N2M1ZTFiNzExZjZkZDg1ZQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2020-04-22T09:02:07Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2020-04-22T09:02:07Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.40.0\\n\\nFiles for Release 3.40.0 of the IPD-IMGT/HLA Databae</td>\n",
+       "      <td>b92d17485fa43b43ef183d6b756f0db1ecc8729b</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8cd90d4790a8e27577adbb677c5e1b711f6dd85e</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8cd90d4790a8e27577adbb677c5e1b711f6dd85e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8cd90d4790a8e27577adbb677c5e1b711f6dd85e/comments</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td>https://github.com/jrob119</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>18599815b186419ea8f71caccd3d3496e52310bb</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/18599815b186419ea8f71caccd3d3496e52310bb</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/18599815b186419ea8f71caccd3d3496e52310bb</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>486</th>\n",
+       "      <td>3565d1fa78d202b3ab92badfc438b07104835152</td>\n",
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+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2020-04-22T09:15:05Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2020-04-22T09:15:05Z</td>\n",
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+       "      <td>False</td>\n",
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+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3565d1fa78d202b3ab92badfc438b07104835152</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3565d1fa78d202b3ab92badfc438b07104835152/comments</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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+       "      <td>False</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8cd90d4790a8e27577adbb677c5e1b711f6dd85e</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8cd90d4790a8e27577adbb677c5e1b711f6dd85e</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
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+       "    </tr>\n",
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+       "      <th>487</th>\n",
+       "      <td>db5a21729701340b0ce4441267d315fc3ff9d56c</td>\n",
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+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2020-04-22T09:57:21Z</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2020-04-22T09:57:21Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.40.0</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/7a6b7fac2fa34e5b9bcb0bcd77ecbaf244beb8aa</td>\n",
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+       "      <td>0</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/db5a21729701340b0ce4441267d315fc3ff9d56c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/db5a21729701340b0ce4441267d315fc3ff9d56c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/db5a21729701340b0ce4441267d315fc3ff9d56c/comments</td>\n",
+       "      <td>NaN</td>\n",
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+       "      <td>3565d1fa78d202b3ab92badfc438b07104835152</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3565d1fa78d202b3ab92badfc438b07104835152</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3565d1fa78d202b3ab92badfc438b07104835152</td>\n",
+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
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+       "    </tr>\n",
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+       "      <td>f42ef066981fa407258f525f2191ae6dacbdf3a3</td>\n",
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+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2020-04-22T10:01:08Z</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2020-04-22T10:01:08Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.40.0</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f42ef066981fa407258f525f2191ae6dacbdf3a3</td>\n",
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+       "      <td>NaN</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/db5a21729701340b0ce4441267d315fc3ff9d56c</td>\n",
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+       "      <td>NaN</td>\n",
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+       "    </tr>\n",
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+       "      <td>d737fbe34cd8d6848eb1fd10b2d45f669e13cf4d</td>\n",
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+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2020-04-22T10:02:46Z</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2020-04-22T10:02:46Z</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d737fbe34cd8d6848eb1fd10b2d45f669e13cf4d</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d737fbe34cd8d6848eb1fd10b2d45f669e13cf4d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d737fbe34cd8d6848eb1fd10b2d45f669e13cf4d/comments</td>\n",
+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>f42ef066981fa407258f525f2191ae6dacbdf3a3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f42ef066981fa407258f525f2191ae6dacbdf3a3</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f42ef066981fa407258f525f2191ae6dacbdf3a3</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>490</th>\n",
+       "      <td>aa665c92a1e8a83795a769b2df05ea523230a6ea</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YWE2NjVjOTJhMWU4YTgzNzk1YTc2OWIyZGYwNWVhNTIzMjMwYTZlYQ==</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2020-04-22T10:03:51Z</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2020-04-22T10:03:51Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.40.0</td>\n",
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+       "      <td>0</td>\n",
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+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/aa665c92a1e8a83795a769b2df05ea523230a6ea</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/aa665c92a1e8a83795a769b2df05ea523230a6ea</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/aa665c92a1e8a83795a769b2df05ea523230a6ea/comments</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>d737fbe34cd8d6848eb1fd10b2d45f669e13cf4d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d737fbe34cd8d6848eb1fd10b2d45f669e13cf4d</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d737fbe34cd8d6848eb1fd10b2d45f669e13cf4d</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>491</th>\n",
+       "      <td>33114538c5c04a541b79c07b9eab13e7f4688776</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MzMxMTQ1MzhjNWMwNGE1NDFiNzljMDdiOWVhYjEzZTdmNDY4ODc3Ng==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2020-04-22T10:06:30Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2020-04-22T10:06:30Z</td>\n",
+       "      <td>Merge pull request #216 from ANHIG/3400\\n\\n3400</td>\n",
+       "      <td>9f20ea61cdd4e576ffcd87ed44ec4592829d1d6f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/9f20ea61cdd4e576ffcd87ed44ec4592829d1d6f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/33114538c5c04a541b79c07b9eab13e7f4688776</td>\n",
+       "      <td>0</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>3bef58fa463f149dba9bbe39ce5998dc309775b1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3bef58fa463f149dba9bbe39ce5998dc309775b1</td>\n",
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+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/aa665c92a1e8a83795a769b2df05ea523230a6ea</td>\n",
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+       "      <td>9443bf0185c229b2805f6d748642a9ef868ed910</td>\n",
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+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2020-04-22T10:11:07Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.40.0</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/6d73755c4a776e1659dfc21d58a20b9c073df791</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9443bf0185c229b2805f6d748642a9ef868ed910</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9443bf0185c229b2805f6d748642a9ef868ed910</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>aa665c92a1e8a83795a769b2df05ea523230a6ea</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/aa665c92a1e8a83795a769b2df05ea523230a6ea</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/aa665c92a1e8a83795a769b2df05ea523230a6ea</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
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+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>493</th>\n",
+       "      <td>04b174de7519eba544de546c8da83605b2d67695</td>\n",
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+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2020-04-22T11:36:54Z</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2020-04-22T11:36:54Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.40.0</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/04b174de7519eba544de546c8da83605b2d67695</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/04b174de7519eba544de546c8da83605b2d67695</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/04b174de7519eba544de546c8da83605b2d67695</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>9443bf0185c229b2805f6d748642a9ef868ed910</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9443bf0185c229b2805f6d748642a9ef868ed910</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9443bf0185c229b2805f6d748642a9ef868ed910</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>494</th>\n",
+       "      <td>313fa941c27dc80c8be643e559a57fa9a61b5c81</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MzEzZmE5NDFjMjdkYzgwYzhiZTY0M2U1NTlhNTdmYTlhNjFiNWM4MQ==</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2020-04-22T11:37:19Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2020-04-22T11:37:19Z</td>\n",
+       "      <td>Merge pull request #217 from ANHIG/3400\\n\\n3400</td>\n",
+       "      <td>ec625bca664566b3a650c7a92c052f6cefd200ef</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/ec625bca664566b3a650c7a92c052f6cefd200ef</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/313fa941c27dc80c8be643e559a57fa9a61b5c81</td>\n",
+       "      <td>0</td>\n",
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+       "      <td>tree ec625bca664566b3a650c7a92c052f6cefd200ef\\nparent 33114538c5c04a541b79c07b9eab13e7f4688776\\nparent 04b174de7519eba544de546c8da83605b2d67695\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1587555439 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1587555439 +0100\\n\\nMerge pull request #217 from ANHIG/3400\\n\\n3400</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>33114538c5c04a541b79c07b9eab13e7f4688776</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/33114538c5c04a541b79c07b9eab13e7f4688776</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/33114538c5c04a541b79c07b9eab13e7f4688776</td>\n",
+       "      <td>04b174de7519eba544de546c8da83605b2d67695</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/04b174de7519eba544de546c8da83605b2d67695</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/04b174de7519eba544de546c8da83605b2d67695</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>495</th>\n",
+       "      <td>776bfa37573cd955f2a65b153c2a4a9da135ccf3</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Nzc2YmZhMzc1NzNjZDk1NWYyYTY1YjE1M2MyYTRhOWRhMTM1Y2NmMw==</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2020-04-30T12:16:43Z</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2020-04-30T12:16:43Z</td>\n",
+       "      <td>Removal of invalid expression characters from G and P groups</td>\n",
+       "      <td>833ed0e95fe16e7dbd9aee10e67f2327715d6623</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/833ed0e95fe16e7dbd9aee10e67f2327715d6623</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/776bfa37573cd955f2a65b153c2a4a9da135ccf3</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/776bfa37573cd955f2a65b153c2a4a9da135ccf3</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/776bfa37573cd955f2a65b153c2a4a9da135ccf3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/776bfa37573cd955f2a65b153c2a4a9da135ccf3/comments</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>04b174de7519eba544de546c8da83605b2d67695</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/04b174de7519eba544de546c8da83605b2d67695</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/04b174de7519eba544de546c8da83605b2d67695</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>496</th>\n",
+       "      <td>7fc318a21ee5e61b20b67713da83f53f170fa8c9</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6N2ZjMzE4YTIxZWU1ZTYxYjIwYjY3NzEzZGE4M2Y1M2YxNzBmYThjOQ==</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2020-04-30T12:19:29Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2020-04-30T12:19:29Z</td>\n",
+       "      <td>Merge pull request #219 from ANHIG/3400\\n\\nRemoval of invalid expression characters from G and P groups</td>\n",
+       "      <td>833ed0e95fe16e7dbd9aee10e67f2327715d6623</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/833ed0e95fe16e7dbd9aee10e67f2327715d6623</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/7fc318a21ee5e61b20b67713da83f53f170fa8c9</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJeqsJRCRBK7hj4Ov3rIwAAdHIIAAW+xHr95FEW2dr3GwfZXeoD\\n8I8O/D14odUi3FnaRZwxl+/D6L7Lc/v4VN2OXIyazzKJ8dLy15EpF4LgWJqchYtc\\nlBvsVXlo+VDkJ3yZ0AMhovptTNWsza1X0a72bWzNlzGjxkm85ZjdD2TlXO4RO3V/\\nF8tImFS5hCe4MerrofUCoa0Ddyr92NYJ74OjY1hqHhVRVbYYNzn79FLb481mJEY4\\nG4MuZclifPrrhVJsRApsqCPGfhw3zg14lvex/phO14FR+CECcDXXPLdJgbYC/DPT\\nngRl2eMWMZp2LKc6rex3Y9ugya272XzKNePab4+hCMKGKPlvyhAECGKQ4wcUjfo=\\n=EpNL\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree 833ed0e95fe16e7dbd9aee10e67f2327715d6623\\nparent 313fa941c27dc80c8be643e559a57fa9a61b5c81\\nparent 776bfa37573cd955f2a65b153c2a4a9da135ccf3\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1588249169 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1588249169 +0100\\n\\nMerge pull request #219 from ANHIG/3400\\n\\nRemoval of invalid expression characters from G and P groups</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7fc318a21ee5e61b20b67713da83f53f170fa8c9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7fc318a21ee5e61b20b67713da83f53f170fa8c9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7fc318a21ee5e61b20b67713da83f53f170fa8c9/comments</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
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+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>313fa941c27dc80c8be643e559a57fa9a61b5c81</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/313fa941c27dc80c8be643e559a57fa9a61b5c81</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/313fa941c27dc80c8be643e559a57fa9a61b5c81</td>\n",
+       "      <td>776bfa37573cd955f2a65b153c2a4a9da135ccf3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/776bfa37573cd955f2a65b153c2a4a9da135ccf3</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/776bfa37573cd955f2a65b153c2a4a9da135ccf3</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>497</th>\n",
+       "      <td>84b22ea27bf990f8863509d5a808f221d211fbbd</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ODRiMjJlYTI3YmY5OTBmODg2MzUwOWQ1YTgwOGYyMjFkMjExZmJiZA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2020-06-01T10:18:24Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2020-06-01T10:18:24Z</td>\n",
+       "      <td>Restored missing xsd file\\n\\nRestored missing xsd file</td>\n",
+       "      <td>477b1f2a6a2d6d0da3c053803a3b115ac88e6143</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/477b1f2a6a2d6d0da3c053803a3b115ac88e6143</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/84b22ea27bf990f8863509d5a808f221d211fbbd</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/84b22ea27bf990f8863509d5a808f221d211fbbd</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/84b22ea27bf990f8863509d5a808f221d211fbbd</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/84b22ea27bf990f8863509d5a808f221d211fbbd/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>776bfa37573cd955f2a65b153c2a4a9da135ccf3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/776bfa37573cd955f2a65b153c2a4a9da135ccf3</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/776bfa37573cd955f2a65b153c2a4a9da135ccf3</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>498</th>\n",
+       "      <td>28392d448b1ed1b928e0e47c79655dd8ab451a87</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MjgzOTJkNDQ4YjFlZDFiOTI4ZTBlNDdjNzk2NTVkZDhhYjQ1MWE4Nw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2020-06-01T10:19:49Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2020-06-01T10:19:49Z</td>\n",
+       "      <td>Merge pull request #221 from ANHIG/3400\\n\\nRestored missing xsd file</td>\n",
+       "      <td>477b1f2a6a2d6d0da3c053803a3b115ac88e6143</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/477b1f2a6a2d6d0da3c053803a3b115ac88e6143</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/28392d448b1ed1b928e0e47c79655dd8ab451a87</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
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+       "      <td>tree 477b1f2a6a2d6d0da3c053803a3b115ac88e6143\\nparent 7fc318a21ee5e61b20b67713da83f53f170fa8c9\\nparent 84b22ea27bf990f8863509d5a808f221d211fbbd\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1591006789 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1591006789 +0100\\n\\nMerge pull request #221 from ANHIG/3400\\n\\nRestored missing xsd file</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/28392d448b1ed1b928e0e47c79655dd8ab451a87</td>\n",
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+       "      <td>jrob119</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>7fc318a21ee5e61b20b67713da83f53f170fa8c9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7fc318a21ee5e61b20b67713da83f53f170fa8c9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7fc318a21ee5e61b20b67713da83f53f170fa8c9</td>\n",
+       "      <td>84b22ea27bf990f8863509d5a808f221d211fbbd</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/84b22ea27bf990f8863509d5a808f221d211fbbd</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/84b22ea27bf990f8863509d5a808f221d211fbbd</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
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+       "      <td>dominicbarkerAN</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a3b490b6e73aaf6cf8f936f8ef77180bae8fa0e7</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/84b22ea27bf990f8863509d5a808f221d211fbbd</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/84b22ea27bf990f8863509d5a808f221d211fbbd</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>500</th>\n",
+       "      <td>0c88bb6bd32c7d2bdf91d28a2df092f20a7ac34a</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MGM4OGJiNmJkMzJjN2QyYmRmOTFkMjhhMmRmMDkyZjIwYTdhYzM0YQ==</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2020-07-13T14:51:38Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2020-07-13T14:51:38Z</td>\n",
+       "      <td>Merge pull request #222 from ANHIG/3410\\n\\nIPD-IMGT/HLA Release 3.41.0</td>\n",
+       "      <td>5f05c318fcda4b01b7212902e2f8c29cfde8497c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/5f05c318fcda4b01b7212902e2f8c29cfde8497c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/0c88bb6bd32c7d2bdf91d28a2df092f20a7ac34a</td>\n",
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+       "      <td>tree 5f05c318fcda4b01b7212902e2f8c29cfde8497c\\nparent 28392d448b1ed1b928e0e47c79655dd8ab451a87\\nparent a3b490b6e73aaf6cf8f936f8ef77180bae8fa0e7\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1594651898 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1594651898 +0100\\n\\nMerge pull request #222 from ANHIG/3410\\n\\nIPD-IMGT/HLA Release 3.41.0</td>\n",
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+       "      <td>https://github.com/dominicbarkerAN</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/28392d448b1ed1b928e0e47c79655dd8ab451a87</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/28392d448b1ed1b928e0e47c79655dd8ab451a87</td>\n",
+       "      <td>a3b490b6e73aaf6cf8f936f8ef77180bae8fa0e7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a3b490b6e73aaf6cf8f936f8ef77180bae8fa0e7</td>\n",
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+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2020-07-14T13:02:45Z</td>\n",
+       "      <td>Corrected header for dpb_tce.csv file</td>\n",
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+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/19d69647f9abfa71c99eb9db5c38006af993864e</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a3b490b6e73aaf6cf8f936f8ef77180bae8fa0e7</td>\n",
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+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>502</th>\n",
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+       "      <td>dominicbarkerAN</td>\n",
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+       "      <td>2020-07-14T13:03:15Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2020-07-14T13:03:15Z</td>\n",
+       "      <td>Merge pull request #224 from ANHIG/3410\\n\\nCorrected header for dpb_tce.csv file</td>\n",
+       "      <td>e7c7b0ef8fcfc88c205c2fe76ee390060ea69ab0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/e7c7b0ef8fcfc88c205c2fe76ee390060ea69ab0</td>\n",
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+       "      <td>0</td>\n",
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+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>507</th>\n",
+       "      <td>09f5ae780a2907e61ad8d04555cb4a07c45ba2d7</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDlmNWFlNzgwYTI5MDdlNjFhZDhkMDQ1NTVjYjRhMDdjNDViYTJkNw==</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2020-07-30T09:32:52Z</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2020-07-30T09:32:52Z</td>\n",
+       "      <td>Corrected serology for E*01:114 and E*01:115</td>\n",
+       "      <td>fcb040059ff102db277ab13e0d43788434de87e8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/fcb040059ff102db277ab13e0d43788434de87e8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/09f5ae780a2907e61ad8d04555cb4a07c45ba2d7</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/09f5ae780a2907e61ad8d04555cb4a07c45ba2d7</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/09f5ae780a2907e61ad8d04555cb4a07c45ba2d7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/09f5ae780a2907e61ad8d04555cb4a07c45ba2d7/comments</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>a48af996cb97f811d37735f251903ece2b08cbfc</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a48af996cb97f811d37735f251903ece2b08cbfc</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a48af996cb97f811d37735f251903ece2b08cbfc</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>508</th>\n",
+       "      <td>7ca733b18edab1fc837a34e3764b7d55e8dc93b0</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6N2NhNzMzYjE4ZWRhYjFmYzgzN2EzNGUzNzY0YjdkNTVlOGRjOTNiMA==</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2020-07-30T09:33:20Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2020-07-30T09:33:20Z</td>\n",
+       "      <td>Merge pull request #228 from ANHIG/3410\\n\\nCorrected serology for E*01:114 and E*01:115</td>\n",
+       "      <td>fcb040059ff102db277ab13e0d43788434de87e8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/fcb040059ff102db277ab13e0d43788434de87e8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/7ca733b18edab1fc837a34e3764b7d55e8dc93b0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
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+       "      <td>tree fcb040059ff102db277ab13e0d43788434de87e8\\nparent 318d9bf94836219690597e8f3f88d6e544008903\\nparent 09f5ae780a2907e61ad8d04555cb4a07c45ba2d7\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1596101600 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1596101600 +0100\\n\\nMerge pull request #228 from ANHIG/3410\\n\\nCorrected serology for E*01:114 and E*01:115</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7ca733b18edab1fc837a34e3764b7d55e8dc93b0</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7ca733b18edab1fc837a34e3764b7d55e8dc93b0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7ca733b18edab1fc837a34e3764b7d55e8dc93b0/comments</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
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+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
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+       "      <td>https://github.com/web-flow</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>318d9bf94836219690597e8f3f88d6e544008903</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/318d9bf94836219690597e8f3f88d6e544008903</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/318d9bf94836219690597e8f3f88d6e544008903</td>\n",
+       "      <td>09f5ae780a2907e61ad8d04555cb4a07c45ba2d7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/09f5ae780a2907e61ad8d04555cb4a07c45ba2d7</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/09f5ae780a2907e61ad8d04555cb4a07c45ba2d7</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>509</th>\n",
+       "      <td>145561f6c5c7a3e6a4a07366457eb3a1edcf2200</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MTQ1NTYxZjZjNWM3YTNlNmE0YTA3MzY2NDU3ZWIzYTFlZGNmMjIwMA==</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2020-09-07T11:31:30Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2020-09-07T11:31:30Z</td>\n",
+       "      <td>Merge pull request #230 from ANHIG/Latest\\n\\nLatest to 3410</td>\n",
+       "      <td>fcb040059ff102db277ab13e0d43788434de87e8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/fcb040059ff102db277ab13e0d43788434de87e8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/145561f6c5c7a3e6a4a07366457eb3a1edcf2200</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJfVhoSCRBK7hj4Ov3rIwAAdHIIAAaYAnQzoTpk00CT9O3jAX7o\\n7SH3ZYmO1EmAP7AEdjuazCBtohe/BwegQiwdCoHR663xLAL3kBWq0n3lfaRD9Z/A\\nZHXwi3ZjbgMR3Y9wInVEG5/zdbSJLT4qmzqa90cGsXUMFuiIm6PrQGF+w1xEX0Dk\\nGtgZwjjYFLdrdQNdLSt1Nkyt9o6au9Hex7FtGx17zqGLKqVh+6dWoF8CL1Ne9Qyr\\nN49vESr+DvawF6JWQvQCIV3edTDRp4JMQOrpOg6rDNz2tBNKA8JViet9EkjkajjR\\nmb181vlLFV4cngYO7LXhcs42ntSJifpwPclseWnAX5cb0EMD+mtwarZxePtkCiA=\\n=1AUw\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree fcb040059ff102db277ab13e0d43788434de87e8\\nparent 09f5ae780a2907e61ad8d04555cb4a07c45ba2d7\\nparent 7ca733b18edab1fc837a34e3764b7d55e8dc93b0\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1599478290 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1599478290 +0100\\n\\nMerge pull request #230 from ANHIG/Latest\\n\\nLatest to 3410</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/145561f6c5c7a3e6a4a07366457eb3a1edcf2200</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/145561f6c5c7a3e6a4a07366457eb3a1edcf2200</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/145561f6c5c7a3e6a4a07366457eb3a1edcf2200/comments</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
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+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>09f5ae780a2907e61ad8d04555cb4a07c45ba2d7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/09f5ae780a2907e61ad8d04555cb4a07c45ba2d7</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/09f5ae780a2907e61ad8d04555cb4a07c45ba2d7</td>\n",
+       "      <td>7ca733b18edab1fc837a34e3764b7d55e8dc93b0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7ca733b18edab1fc837a34e3764b7d55e8dc93b0</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7ca733b18edab1fc837a34e3764b7d55e8dc93b0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>510</th>\n",
+       "      <td>60c4ea7496d1133d7f3e146aea13f48c42c50f34</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NjBjNGVhNzQ5NmQxMTMzZDdmM2UxNDZhZWExM2Y0OGM0MmM1MGYzNA==</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2020-09-07T11:34:33Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2020-09-07T11:34:33Z</td>\n",
+       "      <td>Merge pull request #231 from ANHIG/3410\\n\\nMerge pull request #230 from ANHIG/Latest</td>\n",
+       "      <td>fcb040059ff102db277ab13e0d43788434de87e8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/fcb040059ff102db277ab13e0d43788434de87e8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/60c4ea7496d1133d7f3e146aea13f48c42c50f34</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
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+       "      <td>tree fcb040059ff102db277ab13e0d43788434de87e8\\nparent 7ca733b18edab1fc837a34e3764b7d55e8dc93b0\\nparent 145561f6c5c7a3e6a4a07366457eb3a1edcf2200\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1599478473 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1599478473 +0100\\n\\nMerge pull request #231 from ANHIG/3410\\n\\nMerge pull request #230 from ANHIG/Latest</td>\n",
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+       "      <td>dominicbarkerAN</td>\n",
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+       "      <td></td>\n",
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+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>7ca733b18edab1fc837a34e3764b7d55e8dc93b0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7ca733b18edab1fc837a34e3764b7d55e8dc93b0</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7ca733b18edab1fc837a34e3764b7d55e8dc93b0</td>\n",
+       "      <td>145561f6c5c7a3e6a4a07366457eb3a1edcf2200</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/145561f6c5c7a3e6a4a07366457eb3a1edcf2200</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/145561f6c5c7a3e6a4a07366457eb3a1edcf2200</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>511</th>\n",
+       "      <td>48e676dd09433ba9181d31db3c938b68cbc2c194</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NDhlNjc2ZGQwOTQzM2JhOTE4MWQzMWRiM2M5MzhiNjhjYmMyYzE5NA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2020-09-07T12:08:16Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2020-09-07T12:08:16Z</td>\n",
+       "      <td>Changes for missing MICA genomic sequences</td>\n",
+       "      <td>ee869878737f1d205c3052842d3586a768c39b45</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/ee869878737f1d205c3052842d3586a768c39b45</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/48e676dd09433ba9181d31db3c938b68cbc2c194</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/48e676dd09433ba9181d31db3c938b68cbc2c194</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/48e676dd09433ba9181d31db3c938b68cbc2c194</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/48e676dd09433ba9181d31db3c938b68cbc2c194/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>145561f6c5c7a3e6a4a07366457eb3a1edcf2200</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/145561f6c5c7a3e6a4a07366457eb3a1edcf2200</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/145561f6c5c7a3e6a4a07366457eb3a1edcf2200</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>512</th>\n",
+       "      <td>ea1a723bdac5652aa6407361fd05e814f3a51401</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZWExYTcyM2JkYWM1NjUyYWE2NDA3MzYxZmQwNWU4MTRmM2E1MTQwMQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2020-09-07T13:21:55Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2020-09-07T13:21:55Z</td>\n",
+       "      <td>Merge pull request #232 from ANHIG/3410\\n\\nChanges for missing MICA genomic sequences</td>\n",
+       "      <td>ee869878737f1d205c3052842d3586a768c39b45</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/ee869878737f1d205c3052842d3586a768c39b45</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ea1a723bdac5652aa6407361fd05e814f3a51401</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJfVjPzCRBK7hj4Ov3rIwAAdHIIAGX/s4fj+s6LY9IZSiJgcHau\\nyiR40hM6YG85mnQTeHJ0hxfXoSnxK9wCSXjlypH+C9tsyhdp8a932xazgbmGNPpt\\njlGfrBjtE8MdEBhCA9FPc/xiVWnpYtC4CWAPaxASBKdyw4lnXdAacyHFmsgoMVSP\\nY6hYzGVclmghdBs/Xmx/Bhv2cPBDEjD7tuwM60YLc9tRcB/z2cXTNNa1eVtHEiKG\\ndT+3q+lSrc+Fz8fDGWn7pntG3BQro5dOewXNxdYAdGjyjYe+ijaVFl+SMiLXRljM\\nVbl2mSGaFGqLhaEqpBJweGyvJUsjHbK55Upb+06SaCgqBc54tqT0DOjTlrZu2Oo=\\n=tkOk\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree ee869878737f1d205c3052842d3586a768c39b45\\nparent 60c4ea7496d1133d7f3e146aea13f48c42c50f34\\nparent 48e676dd09433ba9181d31db3c938b68cbc2c194\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1599484915 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1599484915 +0100\\n\\nMerge pull request #232 from ANHIG/3410\\n\\nChanges for missing MICA genomic sequences</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ea1a723bdac5652aa6407361fd05e814f3a51401</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ea1a723bdac5652aa6407361fd05e814f3a51401</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ea1a723bdac5652aa6407361fd05e814f3a51401/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>60c4ea7496d1133d7f3e146aea13f48c42c50f34</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/60c4ea7496d1133d7f3e146aea13f48c42c50f34</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/60c4ea7496d1133d7f3e146aea13f48c42c50f34</td>\n",
+       "      <td>48e676dd09433ba9181d31db3c938b68cbc2c194</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/48e676dd09433ba9181d31db3c938b68cbc2c194</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/48e676dd09433ba9181d31db3c938b68cbc2c194</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>513</th>\n",
+       "      <td>6fdaa17d9183d60ed609197acdd18fea87101931</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NmZkYWExN2Q5MTgzZDYwZWQ2MDkxOTdhY2RkMThmZWE4NzEwMTkzMQ==</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2020-09-07T13:33:01Z</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2020-09-07T13:33:01Z</td>\n",
+       "      <td>Update to dpb-tce-header</td>\n",
+       "      <td>857a28a7dd7a744411f89cb137df7cec661157ee</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/857a28a7dd7a744411f89cb137df7cec661157ee</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/6fdaa17d9183d60ed609197acdd18fea87101931</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6fdaa17d9183d60ed609197acdd18fea87101931</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6fdaa17d9183d60ed609197acdd18fea87101931</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6fdaa17d9183d60ed609197acdd18fea87101931/comments</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>48e676dd09433ba9181d31db3c938b68cbc2c194</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/48e676dd09433ba9181d31db3c938b68cbc2c194</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/48e676dd09433ba9181d31db3c938b68cbc2c194</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>514</th>\n",
+       "      <td>59b5cdb1dee0213511256459d4fcde13649ee888</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NTliNWNkYjFkZWUwMjEzNTExMjU2NDU5ZDRmY2RlMTM2NDllZTg4OA==</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2020-09-07T13:35:06Z</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2020-09-07T13:35:06Z</td>\n",
+       "      <td>Updates to DPB-TCE</td>\n",
+       "      <td>5200e61b5b6302b30d292fdc1f7a784851fc890f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/5200e61b5b6302b30d292fdc1f7a784851fc890f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/59b5cdb1dee0213511256459d4fcde13649ee888</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/59b5cdb1dee0213511256459d4fcde13649ee888</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/59b5cdb1dee0213511256459d4fcde13649ee888</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/59b5cdb1dee0213511256459d4fcde13649ee888/comments</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>6fdaa17d9183d60ed609197acdd18fea87101931</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6fdaa17d9183d60ed609197acdd18fea87101931</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6fdaa17d9183d60ed609197acdd18fea87101931</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>515</th>\n",
+       "      <td>a192c306215ff6657c46c06ac3d8e44fa8b0c237</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YTE5MmMzMDYyMTVmZjY2NTdjNDZjMDZhYzNkOGU0NGZhOGIwYzIzNw==</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2020-09-07T13:38:40Z</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2020-09-07T13:38:40Z</td>\n",
+       "      <td>Updates to DPB-TCE</td>\n",
+       "      <td>81d714a27ee6e5b9d8d31b2fe8bd05202ee8030f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/81d714a27ee6e5b9d8d31b2fe8bd05202ee8030f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/a192c306215ff6657c46c06ac3d8e44fa8b0c237</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a192c306215ff6657c46c06ac3d8e44fa8b0c237</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a192c306215ff6657c46c06ac3d8e44fa8b0c237</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a192c306215ff6657c46c06ac3d8e44fa8b0c237/comments</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>59b5cdb1dee0213511256459d4fcde13649ee888</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/59b5cdb1dee0213511256459d4fcde13649ee888</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/59b5cdb1dee0213511256459d4fcde13649ee888</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>516</th>\n",
+       "      <td>92f2221eac44170043965bf8c2f9abfbe8a3d6fe</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OTJmMjIyMWVhYzQ0MTcwMDQzOTY1YmY4YzJmOWFiZmJlOGEzZDZmZQ==</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2020-09-07T13:40:08Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2020-09-07T13:40:08Z</td>\n",
+       "      <td>Merge pull request #233 from ANHIG/3410\\n\\n3410</td>\n",
+       "      <td>81d714a27ee6e5b9d8d31b2fe8bd05202ee8030f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/81d714a27ee6e5b9d8d31b2fe8bd05202ee8030f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/92f2221eac44170043965bf8c2f9abfbe8a3d6fe</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJfVjg4CRBK7hj4Ov3rIwAAdHIIAF4JEUkwZ5teE8UEQK+zw3Nl\\njlNOF4k5WkBKWdL2FoDaiH3z1kgke2/rYTNY2BksBImCTwzE/0MNE3FXp8oz1Vt7\\nsizW6mYVRWWw76O7CTYJdafIVF8o4RaAtVL+Qhr3Tb0JmAiCXssUcgpWflZUuVJU\\n22HbciJsKYIpFzFt8MSntI2JJ5ZRgYLqLs7NDKZNXtwaNZo4rvlEzQ8gU2avCDvb\\nGdxXqE86EQaU1DGgrQ/973ofJp5jVz7QR4EQrKuwdL0gM0qnfy+MQrzkTloGHvny\\n+/waXm0nRb9r6JZ63B3u/dGCT0H4we/LJzLQtyeFSwurLjHpOrfQZMngl+MeN2M=\\n=ZS3L\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree 81d714a27ee6e5b9d8d31b2fe8bd05202ee8030f\\nparent ea1a723bdac5652aa6407361fd05e814f3a51401\\nparent a192c306215ff6657c46c06ac3d8e44fa8b0c237\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1599486008 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1599486008 +0100\\n\\nMerge pull request #233 from ANHIG/3410\\n\\n3410</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/92f2221eac44170043965bf8c2f9abfbe8a3d6fe</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/92f2221eac44170043965bf8c2f9abfbe8a3d6fe</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/92f2221eac44170043965bf8c2f9abfbe8a3d6fe/comments</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>ea1a723bdac5652aa6407361fd05e814f3a51401</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ea1a723bdac5652aa6407361fd05e814f3a51401</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ea1a723bdac5652aa6407361fd05e814f3a51401</td>\n",
+       "      <td>a192c306215ff6657c46c06ac3d8e44fa8b0c237</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a192c306215ff6657c46c06ac3d8e44fa8b0c237</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a192c306215ff6657c46c06ac3d8e44fa8b0c237</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>517</th>\n",
+       "      <td>a70ae889966bc666e5b975669ebfa8937b9bb5f0</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YTcwYWU4ODk5NjZiYzY2NmU1Yjk3NTY2OWViZmE4OTM3YjliYjVmMA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2020-09-11T14:16:14Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2020-09-11T14:16:14Z</td>\n",
+       "      <td>Corrections to feature coordinates of DRB pseudogenes in hla.dat file</td>\n",
+       "      <td>ad999eba902494de920044cc5c3d2ec2f7db4228</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/ad999eba902494de920044cc5c3d2ec2f7db4228</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/a70ae889966bc666e5b975669ebfa8937b9bb5f0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a70ae889966bc666e5b975669ebfa8937b9bb5f0</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a70ae889966bc666e5b975669ebfa8937b9bb5f0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a70ae889966bc666e5b975669ebfa8937b9bb5f0/comments</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td></td>\n",
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+       "      <td>https://github.com/jrob119</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>84b22ea27bf990f8863509d5a808f221d211fbbd</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/84b22ea27bf990f8863509d5a808f221d211fbbd</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/84b22ea27bf990f8863509d5a808f221d211fbbd</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>518</th>\n",
+       "      <td>0745da1cf831294fb7682ddbaab8f5e4e71b4d2e</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDc0NWRhMWNmODMxMjk0ZmI3NjgyZGRiYWFiOGY1ZTRlNzFiNGQyZQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2020-09-11T14:18:59Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2020-09-11T14:18:59Z</td>\n",
+       "      <td>Corrections to feature coordinates of DRB pseudogenes in hla.dat file</td>\n",
+       "      <td>cb7cf7a9bcedcc85344e0d093caf0f245ab563f5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/cb7cf7a9bcedcc85344e0d093caf0f245ab563f5</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0745da1cf831294fb7682ddbaab8f5e4e71b4d2e</td>\n",
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+       "      <td>jrob119</td>\n",
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+       "      <td></td>\n",
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+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a70ae889966bc666e5b975669ebfa8937b9bb5f0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
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+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/59ed1d6dffcc2787bf974f4ea69092a9072cc184</td>\n",
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+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>dominicbarker@anthonynolan.org</td>\n",
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+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2020-10-16T06:20:59Z</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/c639bb7d852762d0329a9ff5eb2932ff1a8ee404</td>\n",
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+       "      <td>NaN</td>\n",
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+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>524</th>\n",
+       "      <td>dc54b50015fcfbb49528748520e0d7f2b2ff2e08</td>\n",
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+       "      <td>dominicbarkerAN</td>\n",
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+       "      <td>GitHub</td>\n",
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+       "      <td>2020-10-16T06:22:10Z</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/c639bb7d852762d0329a9ff5eb2932ff1a8ee404</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/dc54b50015fcfbb49528748520e0d7f2b2ff2e08</td>\n",
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+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2020-10-23T15:09:34Z</td>\n",
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+       "      <td>2020-10-23T15:10:51Z</td>\n",
+       "      <td>GitHub</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/98d47fb0511e0b19b087c29a8464e773106334a8</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/98d47fb0511e0b19b087c29a8464e773106334a8</td>\n",
+       "      <td>d6c74bdb8f18dc13086d95ff3072af1422b61889</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d6c74bdb8f18dc13086d95ff3072af1422b61889</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d6c74bdb8f18dc13086d95ff3072af1422b61889</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>531</th>\n",
+       "      <td>171a34d4e648d23f090572086a6ed40794eb0896</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MTcxYTM0ZDRlNjQ4ZDIzZjA5MDU3MjA4NmE2ZWQ0MDc5NGViMDg5Ng==</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2020-11-13T14:39:57Z</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2020-11-13T14:39:57Z</td>\n",
+       "      <td>Correction of final character for alleles in alignments/E_nuc.txt</td>\n",
+       "      <td>baca50c7defc85b518e14d66ff893acd5e6634a8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/baca50c7defc85b518e14d66ff893acd5e6634a8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/171a34d4e648d23f090572086a6ed40794eb0896</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/171a34d4e648d23f090572086a6ed40794eb0896</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/171a34d4e648d23f090572086a6ed40794eb0896</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/171a34d4e648d23f090572086a6ed40794eb0896/comments</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>18599815b186419ea8f71caccd3d3496e52310bb</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/18599815b186419ea8f71caccd3d3496e52310bb</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/18599815b186419ea8f71caccd3d3496e52310bb</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>532</th>\n",
+       "      <td>245fde8dcc535a79f2dfdaeeb1bd2f2804a116e1</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MjQ1ZmRlOGRjYzUzNWE3OWYyZGZkYWVlYjFiZDJmMjgwNGExMTZlMQ==</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2020-11-16T09:53:39Z</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2020-11-16T09:53:39Z</td>\n",
+       "      <td>Correction of final character for alleles in msf/E_nuc.msf</td>\n",
+       "      <td>2889120cae635a8315dd6fd83c43156fb4a2876f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/2889120cae635a8315dd6fd83c43156fb4a2876f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/245fde8dcc535a79f2dfdaeeb1bd2f2804a116e1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/245fde8dcc535a79f2dfdaeeb1bd2f2804a116e1</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/245fde8dcc535a79f2dfdaeeb1bd2f2804a116e1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/245fde8dcc535a79f2dfdaeeb1bd2f2804a116e1/comments</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>171a34d4e648d23f090572086a6ed40794eb0896</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/171a34d4e648d23f090572086a6ed40794eb0896</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/171a34d4e648d23f090572086a6ed40794eb0896</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>533</th>\n",
+       "      <td>41b3364db96b56b6dd596d776385657e9f2d96a2</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NDFiMzM2NGRiOTZiNTZiNmRkNTk2ZDc3NjM4NTY1N2U5ZjJkOTZhMg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2020-12-09T10:58:52Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2020-12-09T10:58:52Z</td>\n",
+       "      <td>Update dpb_tce.csv\\n\\nAdditional TCE assignments included</td>\n",
+       "      <td>418496a0c6136a95543c9cd34fd96e6ba182d574</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/418496a0c6136a95543c9cd34fd96e6ba182d574</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/41b3364db96b56b6dd596d776385657e9f2d96a2</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/41b3364db96b56b6dd596d776385657e9f2d96a2</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/41b3364db96b56b6dd596d776385657e9f2d96a2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/41b3364db96b56b6dd596d776385657e9f2d96a2/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
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+       "      <td></td>\n",
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+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
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+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>d6c74bdb8f18dc13086d95ff3072af1422b61889</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d6c74bdb8f18dc13086d95ff3072af1422b61889</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d6c74bdb8f18dc13086d95ff3072af1422b61889</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>534</th>\n",
+       "      <td>7486e3f8276e3a8495d2b154495d7a8fa30e57c0</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NzQ4NmUzZjgyNzZlM2E4NDk1ZDJiMTU0NDk1ZDdhOGZhMzBlNTdjMA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2020-12-09T10:59:31Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2020-12-09T10:59:31Z</td>\n",
+       "      <td>Merge pull request #244 from ANHIG/3420\\n\\nUpdate dpb_tce.csv</td>\n",
+       "      <td>418496a0c6136a95543c9cd34fd96e6ba182d574</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/418496a0c6136a95543c9cd34fd96e6ba182d574</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
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+       "      <td>tree 418496a0c6136a95543c9cd34fd96e6ba182d574\\nparent e435af939c4a776f9cb9309e761a46cbd0043b61\\nparent 41b3364db96b56b6dd596d776385657e9f2d96a2\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1607511571 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1607511571 +0000\\n\\nMerge pull request #244 from ANHIG/3420\\n\\nUpdate dpb_tce.csv</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e435af939c4a776f9cb9309e761a46cbd0043b61</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e435af939c4a776f9cb9309e761a46cbd0043b61</td>\n",
+       "      <td>41b3364db96b56b6dd596d776385657e9f2d96a2</td>\n",
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+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/41b3364db96b56b6dd596d776385657e9f2d96a2</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>535</th>\n",
+       "      <td>5ef0d330953fba1889653b120bdf50d22cc571a7</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NWVmMGQzMzA5NTNmYmExODg5NjUzYjEyMGJkZjUwZDIyY2M1NzFhNw==</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2020-12-16T11:16:00Z</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2020-12-16T11:16:00Z</td>\n",
+       "      <td>Upload of hla.xsd and hla_ambigs.xsd</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>536</th>\n",
+       "      <td>c5468c985964935bd9600f8e20380e31be449e2b</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YzU0NjhjOTg1OTY0OTM1YmQ5NjAwZjhlMjAzODBlMzFiZTQ0OWUyYg==</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2020-12-16T11:16:26Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2020-12-16T11:16:26Z</td>\n",
+       "      <td>Merge pull request #247 from ANHIG/3420\\n\\nUpload of hla.xsd and hla_ambigs.xsd</td>\n",
+       "      <td>e23a616abe415801d3d74851f746b4782a6322a1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/e23a616abe415801d3d74851f746b4782a6322a1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/c5468c985964935bd9600f8e20380e31be449e2b</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
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+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7486e3f8276e3a8495d2b154495d7a8fa30e57c0</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7486e3f8276e3a8495d2b154495d7a8fa30e57c0</td>\n",
+       "      <td>5ef0d330953fba1889653b120bdf50d22cc571a7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5ef0d330953fba1889653b120bdf50d22cc571a7</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5ef0d330953fba1889653b120bdf50d22cc571a7</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>537</th>\n",
+       "      <td>204cef7c7591703727291b16cc78cc5e30d710d7</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MjA0Y2VmN2M3NTkxNzAzNzI3MjkxYjE2Y2M3OGNjNWUzMGQ3MTBkNw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2020-12-16T11:31:55Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2020-12-16T11:31:55Z</td>\n",
+       "      <td>hla.xml updated and mssing xsd restored.\\n\\nHLA-MIC designation corrected to just MICA or MICB and missing xsd files restored.</td>\n",
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+       "      <td>None</td>\n",
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+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0745da1cf831294fb7682ddbaab8f5e4e71b4d2e</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>538</th>\n",
+       "      <td>9e0c45390d73e4fd10f72b3c6530f2eb68ec6942</td>\n",
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+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2020-12-16T11:36:15Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2020-12-16T11:36:15Z</td>\n",
+       "      <td>hla.xml updated and xsd files restored\\n\\nRemoval of HLA- from MIC gene designations. Missing xsd files restored</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/432ebf6dddf39319f93a984938d160f5fdd86b02</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/432ebf6dddf39319f93a984938d160f5fdd86b02</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>539</th>\n",
+       "      <td>e9eb52c8016d15233e9c70537d830181bc28fec5</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZTllYjUyYzgwMTZkMTUyMzNlOWM3MDUzN2Q4MzAxODFiYzI4ZmVjNQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2020-12-16T11:37:50Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2020-12-16T11:37:50Z</td>\n",
+       "      <td>Update hla.xml.zip\\n\\nRemoval of HLA- from MIC gene designations</td>\n",
+       "      <td>e84c4b41ca146f946001687b463bfe0af1776267</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/e84c4b41ca146f946001687b463bfe0af1776267</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
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+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5ef0d330953fba1889653b120bdf50d22cc571a7</td>\n",
+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
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+       "      <td>GitHub</td>\n",
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+       "      <td>2020-12-16T11:39:46Z</td>\n",
+       "      <td>Merge pull request #248 from ANHIG/3420\\n\\nUpdate hla.xml.zip</td>\n",
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+       "      <td>2021-01-18T15:02:25Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2021-01-18T15:02:25Z</td>\n",
+       "      <td>Update README.md</td>\n",
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+       "      <td>NaN</td>\n",
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+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2021-01-18T16:31:24Z</td>\n",
+       "      <td>Merge pull request #250 from ANHIG/3430\\n\\n3430</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/0af0372f917fb1a207d5e335f57bcfbd4765e34f</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a02389393dbd06e2e936d7d2438ef7e48fb969d9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a02389393dbd06e2e936d7d2438ef7e48fb969d9</td>\n",
+       "      <td>7a7d58ec828e8295dd4011f4f460f961a2b4428a</td>\n",
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+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7a7d58ec828e8295dd4011f4f460f961a2b4428a</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
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+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2021-01-19T11:55:23Z</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2021-01-19T11:55:23Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.43.0</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/03ded64be9b290287ab0101891ca6f338861c2fe</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/03ded64be9b290287ab0101891ca6f338861c2fe</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7a7d58ec828e8295dd4011f4f460f961a2b4428a</td>\n",
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+       "      <td>NaN</td>\n",
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+       "    </tr>\n",
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+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2021-01-19T11:56:18Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2021-01-19T11:56:18Z</td>\n",
+       "      <td>Merge pull request #251 from ANHIG/3430\\n\\nIPD-IMGT/HLA Release 3.43.0</td>\n",
+       "      <td>268cb3b7c0c569a22d0576ae3258ce1fcf83e8f8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/268cb3b7c0c569a22d0576ae3258ce1fcf83e8f8</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>4ec1022d2645f3c2e5018971473710d568078eae</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4ec1022d2645f3c2e5018971473710d568078eae</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4ec1022d2645f3c2e5018971473710d568078eae</td>\n",
+       "      <td>03ded64be9b290287ab0101891ca6f338861c2fe</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/03ded64be9b290287ab0101891ca6f338861c2fe</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/03ded64be9b290287ab0101891ca6f338861c2fe</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>547</th>\n",
+       "      <td>25c04ea1f8bc4a9915417998310a563bdbb48115</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MjVjMDRlYTFmOGJjNGE5OTE1NDE3OTk4MzEwYTU2M2JkYmI0ODExNQ==</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2021-01-19T16:56:43Z</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2021-01-19T16:56:43Z</td>\n",
+       "      <td>Correct to P group allocation for B*51:329Q</td>\n",
+       "      <td>ff02ff518cac66aae7b5a2a11c47a1faa71b0b4c</td>\n",
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+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-02-04T11:29:37Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-02-04T11:29:37Z</td>\n",
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+       "      <td>2021-02-04T13:05:18Z</td>\n",
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+       "      <td>2021-02-04T13:05:18Z</td>\n",
+       "      <td>Merge pull request #256 from ANHIG/3430\\n\\nUpdate hla.xml.zip</td>\n",
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+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-02-10T12:05:39Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-02-10T12:05:39Z</td>\n",
+       "      <td>Addition of IHIW HML References\\n\\nAddition of files for IHIW HML References</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
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+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/83b4e1cc168c66466a246f63da7b62b42d412110</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
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+       "      <th>555</th>\n",
+       "      <td>82edfc44b8b1671ece57d88953f7350ea8837237</td>\n",
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+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-02-10T12:06:58Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-02-10T12:06:58Z</td>\n",
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+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
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+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-02-10T12:07:44Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-02-10T12:07:44Z</td>\n",
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+       "      <td>NaN</td>\n",
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+       "      <td>James Robinson</td>\n",
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+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/94dbd8ff0c71d31171c75e551b442125b0b0fe2a</td>\n",
+       "      <td>NaN</td>\n",
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+       "      <td>dominicbarker@anthonynolan.org</td>\n",
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+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>dominicbarker@anthonynolan.org</td>\n",
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+       "      <td>0</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a65fcca04e51ba8a9d48d2ee676be1de7ff01746</td>\n",
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+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
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+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>559</th>\n",
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+       "      <td>2021-02-17T15:20:04Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2021-02-17T15:20:04Z</td>\n",
+       "      <td>Merge pull request #258 from ANHIG/3430\\n\\nCorrection of release version in hla.xml and hla_ciwd.xml and additio…</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
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+       "      <td>False</td>\n",
+       "      <td>3182e0793150de4ffb34da2774991cb24e49a191</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3182e0793150de4ffb34da2774991cb24e49a191</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3182e0793150de4ffb34da2774991cb24e49a191</td>\n",
+       "      <td>a65fcca04e51ba8a9d48d2ee676be1de7ff01746</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a65fcca04e51ba8a9d48d2ee676be1de7ff01746</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a65fcca04e51ba8a9d48d2ee676be1de7ff01746</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>560</th>\n",
+       "      <td>087234db7d9a87138f071f130f793c52019ea7e4</td>\n",
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+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-02-26T12:01:44Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-02-26T12:01:44Z</td>\n",
+       "      <td>Update README.md</td>\n",
+       "      <td>3b1ced27da4b70e0b620b0017cacf7cb571c5c7a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/3b1ced27da4b70e0b620b0017cacf7cb571c5c7a</td>\n",
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+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/087234db7d9a87138f071f130f793c52019ea7e4</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/087234db7d9a87138f071f130f793c52019ea7e4</td>\n",
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+       "      <td>False</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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+       "      <td>False</td>\n",
+       "      <td>3066954597d739b4aba34d474b2e0f6a8b818714</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3066954597d739b4aba34d474b2e0f6a8b818714</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3066954597d739b4aba34d474b2e0f6a8b818714</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
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+       "      <td>a627893de839025c7082930481238db5d34493c4</td>\n",
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+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-02-26T12:03:31Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-02-26T12:03:31Z</td>\n",
+       "      <td>Update README.md</td>\n",
+       "      <td>ec1cae5485aef153f721427be74423ff57e0d0e8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/ec1cae5485aef153f721427be74423ff57e0d0e8</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a627893de839025c7082930481238db5d34493c4</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a627893de839025c7082930481238db5d34493c4</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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+       "      <td>False</td>\n",
+       "      <td>82edfc44b8b1671ece57d88953f7350ea8837237</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/82edfc44b8b1671ece57d88953f7350ea8837237</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/82edfc44b8b1671ece57d88953f7350ea8837237</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>562</th>\n",
+       "      <td>0fcb4ad38ea898053916e60f8c55ea86efcff3db</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MGZjYjRhZDM4ZWE4OTgwNTM5MTZlNjBmOGM1NWVhODZlZmNmZjNkYg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-02-26T12:04:54Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-02-26T12:04:54Z</td>\n",
+       "      <td>Update README.md</td>\n",
+       "      <td>fb47284dade2644325b353eb3e6c55bea909b7a5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/fb47284dade2644325b353eb3e6c55bea909b7a5</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0fcb4ad38ea898053916e60f8c55ea86efcff3db</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0fcb4ad38ea898053916e60f8c55ea86efcff3db</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0fcb4ad38ea898053916e60f8c55ea86efcff3db/comments</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>096377bad78018607072daf7c94e7eb90ae17af8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/096377bad78018607072daf7c94e7eb90ae17af8</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/096377bad78018607072daf7c94e7eb90ae17af8</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>563</th>\n",
+       "      <td>228082acf94115319c60d50d8909d4e1cb88c557</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MjI4MDgyYWNmOTQxMTUzMTljNjBkNTBkODkwOWQ0ZTFjYjg4YzU1Nw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-02-26T12:05:27Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-02-26T12:05:27Z</td>\n",
+       "      <td>Update README.md</td>\n",
+       "      <td>4ec8586a2dbc1f2876dad3f9060c3cb8f8e52bfa</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/4ec8586a2dbc1f2876dad3f9060c3cb8f8e52bfa</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/228082acf94115319c60d50d8909d4e1cb88c557</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/228082acf94115319c60d50d8909d4e1cb88c557</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/228082acf94115319c60d50d8909d4e1cb88c557</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/228082acf94115319c60d50d8909d4e1cb88c557/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>2d5d09066a8ad1fdc195c925bddbe95491fb1e58</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2d5d09066a8ad1fdc195c925bddbe95491fb1e58</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2d5d09066a8ad1fdc195c925bddbe95491fb1e58</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>564</th>\n",
+       "      <td>e3efe8773f959910461fc3bbf9b49c57c97de27a</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZTNlZmU4NzczZjk1OTkxMDQ2MWZjM2JiZjliNDljNTdjOTdkZTI3YQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-02-26T12:08:17Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-02-26T12:08:17Z</td>\n",
+       "      <td>Addition of IHIW HML References\\n\\nAddition of files for IHIW HML References</td>\n",
+       "      <td>aaba8c4f0cc4a30d791f1497e295f2c36a35b029</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/aaba8c4f0cc4a30d791f1497e295f2c36a35b029</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/e3efe8773f959910461fc3bbf9b49c57c97de27a</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e3efe8773f959910461fc3bbf9b49c57c97de27a</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e3efe8773f959910461fc3bbf9b49c57c97de27a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e3efe8773f959910461fc3bbf9b49c57c97de27a/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>3b1848614de19ad87a66436350f5a3161ee61188</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3b1848614de19ad87a66436350f5a3161ee61188</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3b1848614de19ad87a66436350f5a3161ee61188</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>565</th>\n",
+       "      <td>affd79f76b7ccb76cd6e0305bd417cf1ceda94c6</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YWZmZDc5Zjc2YjdjY2I3NmNkNmUwMzA1YmQ0MTdjZjFjZWRhOTRjNg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-02-26T12:12:07Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-02-26T12:12:07Z</td>\n",
+       "      <td>Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References</td>\n",
+       "      <td>1907528e38e7a5bf9f6ce2fa8f1ccfbf03202ba6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/1907528e38e7a5bf9f6ce2fa8f1ccfbf03202ba6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/affd79f76b7ccb76cd6e0305bd417cf1ceda94c6</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/affd79f76b7ccb76cd6e0305bd417cf1ceda94c6</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/affd79f76b7ccb76cd6e0305bd417cf1ceda94c6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/affd79f76b7ccb76cd6e0305bd417cf1ceda94c6/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>8d0a251d1fd75d178eac597094d0508f8e1024b9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8d0a251d1fd75d178eac597094d0508f8e1024b9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8d0a251d1fd75d178eac597094d0508f8e1024b9</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>566</th>\n",
+       "      <td>d146942a21ba93007cadd23d4f2c2035fa783142</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZDE0Njk0MmEyMWJhOTMwMDdjYWRkMjNkNGYyYzIwMzVmYTc4MzE0Mg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-02-26T12:12:59Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-02-26T12:12:59Z</td>\n",
+       "      <td>Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References</td>\n",
+       "      <td>a3a6a2bd94835ca178c0a133584321bd793cd902</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/a3a6a2bd94835ca178c0a133584321bd793cd902</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/d146942a21ba93007cadd23d4f2c2035fa783142</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d146942a21ba93007cadd23d4f2c2035fa783142</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d146942a21ba93007cadd23d4f2c2035fa783142</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d146942a21ba93007cadd23d4f2c2035fa783142/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
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+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>b0bc79bb688f79a9c44fbb58923cdb3215cb9bc6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b0bc79bb688f79a9c44fbb58923cdb3215cb9bc6</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b0bc79bb688f79a9c44fbb58923cdb3215cb9bc6</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>567</th>\n",
+       "      <td>7d2a5e215a986441ef272144bf4a009134df7ce9</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6N2QyYTVlMjE1YTk4NjQ0MWVmMjcyMTQ0YmY0YTAwOTEzNGRmN2NlOQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-02-26T12:15:38Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-02-26T12:15:38Z</td>\n",
+       "      <td>Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References</td>\n",
+       "      <td>72139f3bb756a785f6064ff413097bfc893f55fd</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/72139f3bb756a785f6064ff413097bfc893f55fd</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/7d2a5e215a986441ef272144bf4a009134df7ce9</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7d2a5e215a986441ef272144bf4a009134df7ce9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7d2a5e215a986441ef272144bf4a009134df7ce9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7d2a5e215a986441ef272144bf4a009134df7ce9/comments</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>f0d17a6dfbdbbb3d65562d674386340b1ae778f9</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f0d17a6dfbdbbb3d65562d674386340b1ae778f9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f0d17a6dfbdbbb3d65562d674386340b1ae778f9</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>568</th>\n",
+       "      <td>4cfdfe0df5bd5a0eba050ab8d022b0517119cd8d</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NGNmZGZlMGRmNWJkNWEwZWJhMDUwYWI4ZDAyMmIwNTE3MTE5Y2Q4ZA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-02-26T12:16:14Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-02-26T12:16:14Z</td>\n",
+       "      <td>Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References</td>\n",
+       "      <td>2a437a4ea36a350b907b27fa3490a70ce4343f7c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/2a437a4ea36a350b907b27fa3490a70ce4343f7c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/4cfdfe0df5bd5a0eba050ab8d022b0517119cd8d</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4cfdfe0df5bd5a0eba050ab8d022b0517119cd8d</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4cfdfe0df5bd5a0eba050ab8d022b0517119cd8d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4cfdfe0df5bd5a0eba050ab8d022b0517119cd8d/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>e3efe8773f959910461fc3bbf9b49c57c97de27a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e3efe8773f959910461fc3bbf9b49c57c97de27a</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e3efe8773f959910461fc3bbf9b49c57c97de27a</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>569</th>\n",
+       "      <td>659eb8ff27ca443cfab75fc16cb6a2d100bd8430</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NjU5ZWI4ZmYyN2NhNDQzY2ZhYjc1ZmMxNmNiNmEyZDEwMGJkODQzMA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-02-26T12:17:01Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-02-26T12:17:01Z</td>\n",
+       "      <td>Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References</td>\n",
+       "      <td>a0a3603d332ae0df9ef4258ac2516f76e9836957</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/a0a3603d332ae0df9ef4258ac2516f76e9836957</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/659eb8ff27ca443cfab75fc16cb6a2d100bd8430</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/659eb8ff27ca443cfab75fc16cb6a2d100bd8430</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/659eb8ff27ca443cfab75fc16cb6a2d100bd8430</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/659eb8ff27ca443cfab75fc16cb6a2d100bd8430/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>f2472aaf572658757a7fc2b0132fcc85fbfe02c1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f2472aaf572658757a7fc2b0132fcc85fbfe02c1</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f2472aaf572658757a7fc2b0132fcc85fbfe02c1</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>570</th>\n",
+       "      <td>193d738ff05632b2a2f301bf08d4d9772b1837ec</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MTkzZDczOGZmMDU2MzJiMmEyZjMwMWJmMDhkNGQ5NzcyYjE4MzdlYw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-02-26T12:18:23Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-02-26T12:18:23Z</td>\n",
+       "      <td>Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References</td>\n",
+       "      <td>9b1227901f5ff8be4f54ba8b12cfa5346093d1d5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/9b1227901f5ff8be4f54ba8b12cfa5346093d1d5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/193d738ff05632b2a2f301bf08d4d9772b1837ec</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/193d738ff05632b2a2f301bf08d4d9772b1837ec</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/193d738ff05632b2a2f301bf08d4d9772b1837ec</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/193d738ff05632b2a2f301bf08d4d9772b1837ec/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>62034dec31973902cdbad9dde49d215016520b5e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/62034dec31973902cdbad9dde49d215016520b5e</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/62034dec31973902cdbad9dde49d215016520b5e</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>571</th>\n",
+       "      <td>e0a0d054dd9a1afc60adc54381802dae2e09d4d3</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZTBhMGQwNTRkZDlhMWFmYzYwYWRjNTQzODE4MDJkYWUyZTA5ZDRkMw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-02-26T12:20:59Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-02-26T12:20:59Z</td>\n",
+       "      <td>Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References</td>\n",
+       "      <td>cbb44e27f5b8fc4e0148e546e762027926c44d9e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/cbb44e27f5b8fc4e0148e546e762027926c44d9e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/e0a0d054dd9a1afc60adc54381802dae2e09d4d3</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e0a0d054dd9a1afc60adc54381802dae2e09d4d3</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e0a0d054dd9a1afc60adc54381802dae2e09d4d3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e0a0d054dd9a1afc60adc54381802dae2e09d4d3/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>9926a70c8d463929ee5e38b4b6aa2284ba07da9f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9926a70c8d463929ee5e38b4b6aa2284ba07da9f</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9926a70c8d463929ee5e38b4b6aa2284ba07da9f</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>572</th>\n",
+       "      <td>bf1169414b835f506f3a3bcfed4c8856d9213bbb</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YmYxMTY5NDE0YjgzNWY1MDZmM2EzYmNmZWQ0Yzg4NTZkOTIxM2JiYg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-02-26T12:22:22Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-02-26T12:22:22Z</td>\n",
+       "      <td>Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/5d57c190022d8d93eaa39c42f3fec9536c4dded6</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bf1169414b835f506f3a3bcfed4c8856d9213bbb</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bf1169414b835f506f3a3bcfed4c8856d9213bbb/comments</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>3e3c49d94aaf2e36c77f06f1eff455b9ec196f84</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3e3c49d94aaf2e36c77f06f1eff455b9ec196f84</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3e3c49d94aaf2e36c77f06f1eff455b9ec196f84</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>573</th>\n",
+       "      <td>da6660011ed13b30e8e32e0b7eb6b99cdb518fb3</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZGE2NjYwMDExZWQxM2IzMGU4ZTMyZTBiN2ViNmI5OWNkYjUxOGZiMw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-02-26T12:23:43Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-02-26T12:23:43Z</td>\n",
+       "      <td>Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/7285d9e11157460f62671482f8417426b47823d7</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/da6660011ed13b30e8e32e0b7eb6b99cdb518fb3</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/da6660011ed13b30e8e32e0b7eb6b99cdb518fb3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/da6660011ed13b30e8e32e0b7eb6b99cdb518fb3/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td></td>\n",
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+       "      <td>https://github.com/jrob119</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>054dac767e3513fed7ced0639fc67dd371b4bd28</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/054dac767e3513fed7ced0639fc67dd371b4bd28</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/054dac767e3513fed7ced0639fc67dd371b4bd28</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>574</th>\n",
+       "      <td>9e470184929001d566cbe593656b2c4b13aa1624</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OWU0NzAxODQ5MjkwMDFkNTY2Y2JlNTkzNjU2YjJjNGIxM2FhMTYyNA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-02-26T12:25:16Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-02-26T12:25:16Z</td>\n",
+       "      <td>Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References</td>\n",
+       "      <td>bf3c5851b8b07e49fbefa7ee569ce515e9d24369</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/bf3c5851b8b07e49fbefa7ee569ce515e9d24369</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9e470184929001d566cbe593656b2c4b13aa1624</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9e470184929001d566cbe593656b2c4b13aa1624</td>\n",
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+       "      <td>jrob119</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>245fde8dcc535a79f2dfdaeeb1bd2f2804a116e1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/245fde8dcc535a79f2dfdaeeb1bd2f2804a116e1</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/245fde8dcc535a79f2dfdaeeb1bd2f2804a116e1</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>575</th>\n",
+       "      <td>fc0134c3516e01032a32997d037b3ba296e26221</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZmMwMTM0YzM1MTZlMDEwMzJhMzI5OTdkMDM3YjNiYTI5NmUyNjIyMQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-02-26T12:26:35Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-02-26T12:26:35Z</td>\n",
+       "      <td>Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References</td>\n",
+       "      <td>5006d6bc05b72a2efcaa68e11c559b2c84a0698b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/5006d6bc05b72a2efcaa68e11c559b2c84a0698b</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fc0134c3516e01032a32997d037b3ba296e26221</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/fc0134c3516e01032a32997d037b3ba296e26221</td>\n",
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+       "      <td>jrob119</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>204cef7c7591703727291b16cc78cc5e30d710d7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/204cef7c7591703727291b16cc78cc5e30d710d7</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/204cef7c7591703727291b16cc78cc5e30d710d7</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>576</th>\n",
+       "      <td>965b82561d82c5d347fd10c77245dcd8691ba119</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OTY1YjgyNTYxZDgyYzVkMzQ3ZmQxMGM3NzI0NWRjZDg2OTFiYTExOQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-02-26T12:27:59Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-02-26T12:27:59Z</td>\n",
+       "      <td>Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References</td>\n",
+       "      <td>b73657fa4b3fbb2bcdc55db1ae7310e4e888cb39</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/b73657fa4b3fbb2bcdc55db1ae7310e4e888cb39</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/965b82561d82c5d347fd10c77245dcd8691ba119</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/965b82561d82c5d347fd10c77245dcd8691ba119</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/965b82561d82c5d347fd10c77245dcd8691ba119</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/965b82561d82c5d347fd10c77245dcd8691ba119/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>9e0c45390d73e4fd10f72b3c6530f2eb68ec6942</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9e0c45390d73e4fd10f72b3c6530f2eb68ec6942</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9e0c45390d73e4fd10f72b3c6530f2eb68ec6942</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>577</th>\n",
+       "      <td>da01a2c4317137aea8d1f8c431af57ea9cbf5fcd</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZGEwMWEyYzQzMTcxMzdhZWE4ZDFmOGM0MzFhZjU3ZWE5Y2JmNWZjZA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-02-26T12:28:45Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-02-26T12:28:45Z</td>\n",
+       "      <td>Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References</td>\n",
+       "      <td>e68f25d9726cdc3fab709da958a0c286d165ec9f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/e68f25d9726cdc3fab709da958a0c286d165ec9f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/da01a2c4317137aea8d1f8c431af57ea9cbf5fcd</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/da01a2c4317137aea8d1f8c431af57ea9cbf5fcd</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/da01a2c4317137aea8d1f8c431af57ea9cbf5fcd</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/da01a2c4317137aea8d1f8c431af57ea9cbf5fcd/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>e9eb52c8016d15233e9c70537d830181bc28fec5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e9eb52c8016d15233e9c70537d830181bc28fec5</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e9eb52c8016d15233e9c70537d830181bc28fec5</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>578</th>\n",
+       "      <td>d531c3422f806634d35d611b0296b6a34815c4e7</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZDUzMWMzNDIyZjgwNjYzNGQzNWQ2MTFiMDI5NmI2YTM0ODE1YzRlNw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-02-26T12:30:20Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-02-26T12:30:20Z</td>\n",
+       "      <td>Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References</td>\n",
+       "      <td>a233bce48bd41ef94bda40f22e09267394e506e3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/a233bce48bd41ef94bda40f22e09267394e506e3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/d531c3422f806634d35d611b0296b6a34815c4e7</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d531c3422f806634d35d611b0296b6a34815c4e7</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d531c3422f806634d35d611b0296b6a34815c4e7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d531c3422f806634d35d611b0296b6a34815c4e7/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>a65fcca04e51ba8a9d48d2ee676be1de7ff01746</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a65fcca04e51ba8a9d48d2ee676be1de7ff01746</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a65fcca04e51ba8a9d48d2ee676be1de7ff01746</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>579</th>\n",
+       "      <td>b9174859384269ff9eeadcab12762d38c56aef36</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YjkxNzQ4NTkzODQyNjlmZjllZWFkY2FiMTI3NjJkMzhjNTZhZWYzNg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-03-03T08:43:31Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-03-03T08:43:31Z</td>\n",
+       "      <td>Moving to hml subdir in ihiw</td>\n",
+       "      <td>964a42aef28b6e5eb2752462b71976f197a86b40</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/964a42aef28b6e5eb2752462b71976f197a86b40</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/b9174859384269ff9eeadcab12762d38c56aef36</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b9174859384269ff9eeadcab12762d38c56aef36</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b9174859384269ff9eeadcab12762d38c56aef36</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b9174859384269ff9eeadcab12762d38c56aef36/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>da01a2c4317137aea8d1f8c431af57ea9cbf5fcd</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/da01a2c4317137aea8d1f8c431af57ea9cbf5fcd</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/da01a2c4317137aea8d1f8c431af57ea9cbf5fcd</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>580</th>\n",
+       "      <td>c406294628d2e1db4d2656fe60eb7e0f5e2efab7</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YzQwNjI5NDYyOGQyZTFkYjRkMjY1NmZlNjBlYjdlMGY1ZTJlZmFiNw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-03-03T08:44:11Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-03-03T08:44:11Z</td>\n",
+       "      <td>Moving to hml subdir in ihiw</td>\n",
+       "      <td>abc1a0a489bb459556910bd11377845adc82bfd8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/abc1a0a489bb459556910bd11377845adc82bfd8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/c406294628d2e1db4d2656fe60eb7e0f5e2efab7</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c406294628d2e1db4d2656fe60eb7e0f5e2efab7</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c406294628d2e1db4d2656fe60eb7e0f5e2efab7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c406294628d2e1db4d2656fe60eb7e0f5e2efab7/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>965b82561d82c5d347fd10c77245dcd8691ba119</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/965b82561d82c5d347fd10c77245dcd8691ba119</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/965b82561d82c5d347fd10c77245dcd8691ba119</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>581</th>\n",
+       "      <td>c37267e1ee355c619a3058da5a7135e19e6522de</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YzM3MjY3ZTFlZTM1NWM2MTlhMzA1OGRhNWE3MTM1ZTE5ZTY1MjJkZQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-03-03T08:44:58Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-03-03T08:44:58Z</td>\n",
+       "      <td>Moving to hml subdir in ihiw</td>\n",
+       "      <td>486270e19b03dd6741f2345504c6dd8aabf3ec80</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/486270e19b03dd6741f2345504c6dd8aabf3ec80</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/c37267e1ee355c619a3058da5a7135e19e6522de</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c37267e1ee355c619a3058da5a7135e19e6522de</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c37267e1ee355c619a3058da5a7135e19e6522de</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c37267e1ee355c619a3058da5a7135e19e6522de/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>d531c3422f806634d35d611b0296b6a34815c4e7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d531c3422f806634d35d611b0296b6a34815c4e7</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d531c3422f806634d35d611b0296b6a34815c4e7</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>582</th>\n",
+       "      <td>98cba1c4e5e8e18b5f355121d6ad84b2836a9c40</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OThjYmExYzRlNWU4ZTE4YjVmMzU1MTIxZDZhZDg0YjI4MzZhOWM0MA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-03-03T08:45:32Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-03-03T08:45:32Z</td>\n",
+       "      <td>Moving to hml subdir in ihiw</td>\n",
+       "      <td>9bc8140c3a55a57535d19ba0ea8bb4134332600b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/9bc8140c3a55a57535d19ba0ea8bb4134332600b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/98cba1c4e5e8e18b5f355121d6ad84b2836a9c40</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/98cba1c4e5e8e18b5f355121d6ad84b2836a9c40</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/98cba1c4e5e8e18b5f355121d6ad84b2836a9c40</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/98cba1c4e5e8e18b5f355121d6ad84b2836a9c40/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>fc0134c3516e01032a32997d037b3ba296e26221</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fc0134c3516e01032a32997d037b3ba296e26221</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/fc0134c3516e01032a32997d037b3ba296e26221</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>583</th>\n",
+       "      <td>734690c08be5b5d00193e2307125e669a1e3334f</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NzM0NjkwYzA4YmU1YjVkMDAxOTNlMjMwNzEyNWU2NjlhMWUzMzM0Zg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-03-03T08:46:04Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-03-03T08:46:04Z</td>\n",
+       "      <td>Moving to hml subdir in ihiw</td>\n",
+       "      <td>8fdd0e687f81f1cf0aa670eedfcde26effc7622d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/8fdd0e687f81f1cf0aa670eedfcde26effc7622d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/734690c08be5b5d00193e2307125e669a1e3334f</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/734690c08be5b5d00193e2307125e669a1e3334f</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/734690c08be5b5d00193e2307125e669a1e3334f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/734690c08be5b5d00193e2307125e669a1e3334f/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>9e470184929001d566cbe593656b2c4b13aa1624</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9e470184929001d566cbe593656b2c4b13aa1624</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9e470184929001d566cbe593656b2c4b13aa1624</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>584</th>\n",
+       "      <td>d3955683782369078d9d9137d6a0968adae23a92</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZDM5NTU2ODM3ODIzNjkwNzhkOWQ5MTM3ZDZhMDk2OGFkYWUyM2E5Mg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-03-03T08:46:31Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-03-03T08:46:31Z</td>\n",
+       "      <td>Moving to hml subdir in ihiw</td>\n",
+       "      <td>d9f4f83043761df82718ae3bf9ec33b6b0910508</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/d9f4f83043761df82718ae3bf9ec33b6b0910508</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/d3955683782369078d9d9137d6a0968adae23a92</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d3955683782369078d9d9137d6a0968adae23a92</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d3955683782369078d9d9137d6a0968adae23a92</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d3955683782369078d9d9137d6a0968adae23a92/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>da6660011ed13b30e8e32e0b7eb6b99cdb518fb3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/da6660011ed13b30e8e32e0b7eb6b99cdb518fb3</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/da6660011ed13b30e8e32e0b7eb6b99cdb518fb3</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>585</th>\n",
+       "      <td>4c423f90eeef8e5616057c72f50fee5c412bbf23</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NGM0MjNmOTBlZWVmOGU1NjE2MDU3YzcyZjUwZmVlNWM0MTJiYmYyMw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-03-03T08:47:43Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-03-03T08:47:43Z</td>\n",
+       "      <td>Moving to hml subdir in ihiw</td>\n",
+       "      <td>a03944caad8e0b830009e6d1a14dd44234fd15ae</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/a03944caad8e0b830009e6d1a14dd44234fd15ae</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/4c423f90eeef8e5616057c72f50fee5c412bbf23</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4c423f90eeef8e5616057c72f50fee5c412bbf23</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4c423f90eeef8e5616057c72f50fee5c412bbf23</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4c423f90eeef8e5616057c72f50fee5c412bbf23/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>bf1169414b835f506f3a3bcfed4c8856d9213bbb</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bf1169414b835f506f3a3bcfed4c8856d9213bbb</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/bf1169414b835f506f3a3bcfed4c8856d9213bbb</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>586</th>\n",
+       "      <td>4c95ab3a721f3f9664bb68e51225ddf11e46e315</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NGM5NWFiM2E3MjFmM2Y5NjY0YmI2OGU1MTIyNWRkZjExZTQ2ZTMxNQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-03-03T08:48:43Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-03-03T08:48:43Z</td>\n",
+       "      <td>Moving to hml subdir in ihiw</td>\n",
+       "      <td>a074be187a8126465df36672d0212570d4fe0e4a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/a074be187a8126465df36672d0212570d4fe0e4a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/4c95ab3a721f3f9664bb68e51225ddf11e46e315</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4c95ab3a721f3f9664bb68e51225ddf11e46e315</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4c95ab3a721f3f9664bb68e51225ddf11e46e315</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4c95ab3a721f3f9664bb68e51225ddf11e46e315/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>e0a0d054dd9a1afc60adc54381802dae2e09d4d3</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e0a0d054dd9a1afc60adc54381802dae2e09d4d3</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e0a0d054dd9a1afc60adc54381802dae2e09d4d3</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>587</th>\n",
+       "      <td>870e39341592de0113c530f471098490a246ac24</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ODcwZTM5MzQxNTkyZGUwMTEzYzUzMGY0NzEwOTg0OTBhMjQ2YWMyNA==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-03-03T08:49:19Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-03-03T08:49:19Z</td>\n",
+       "      <td>Moving to hml subdir in ihiw</td>\n",
+       "      <td>4540e3e294ed83cf1f49ecf3514804de54fb7a23</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/4540e3e294ed83cf1f49ecf3514804de54fb7a23</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/870e39341592de0113c530f471098490a246ac24</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/870e39341592de0113c530f471098490a246ac24</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/870e39341592de0113c530f471098490a246ac24</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/870e39341592de0113c530f471098490a246ac24/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>193d738ff05632b2a2f301bf08d4d9772b1837ec</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/193d738ff05632b2a2f301bf08d4d9772b1837ec</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/193d738ff05632b2a2f301bf08d4d9772b1837ec</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>588</th>\n",
+       "      <td>ce483229eac6fd693d73cd96c0c14a898b0ee257</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Y2U0ODMyMjllYWM2ZmQ2OTNkNzNjZDk2YzBjMTRhODk4YjBlZTI1Nw==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-03-03T08:50:16Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-03-03T08:50:16Z</td>\n",
+       "      <td>Moving to hml subdir in ihiw</td>\n",
+       "      <td>9081854bfd51831a2b99b0e685aa76d1c27a7cdf</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/9081854bfd51831a2b99b0e685aa76d1c27a7cdf</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ce483229eac6fd693d73cd96c0c14a898b0ee257</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ce483229eac6fd693d73cd96c0c14a898b0ee257</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ce483229eac6fd693d73cd96c0c14a898b0ee257</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ce483229eac6fd693d73cd96c0c14a898b0ee257/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>659eb8ff27ca443cfab75fc16cb6a2d100bd8430</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/659eb8ff27ca443cfab75fc16cb6a2d100bd8430</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/659eb8ff27ca443cfab75fc16cb6a2d100bd8430</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>589</th>\n",
+       "      <td>e5198e0f0cb97456678856a60a13e87581e39966</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZTUxOThlMGYwY2I5NzQ1NjY3ODg1NmE2MGExM2U4NzU4MWUzOTk2Ng==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-03-03T08:50:45Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-03-03T08:50:45Z</td>\n",
+       "      <td>Moving to hml subdir in ihiw</td>\n",
+       "      <td>5a7baddd6451249f1b9b6317a7c14bb07da091dd</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/5a7baddd6451249f1b9b6317a7c14bb07da091dd</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/e5198e0f0cb97456678856a60a13e87581e39966</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e5198e0f0cb97456678856a60a13e87581e39966</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e5198e0f0cb97456678856a60a13e87581e39966</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e5198e0f0cb97456678856a60a13e87581e39966/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>4cfdfe0df5bd5a0eba050ab8d022b0517119cd8d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4cfdfe0df5bd5a0eba050ab8d022b0517119cd8d</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4cfdfe0df5bd5a0eba050ab8d022b0517119cd8d</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>590</th>\n",
+       "      <td>63bd2a16920933caed1bcc2489913ad1a52d9c55</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NjNiZDJhMTY5MjA5MzNjYWVkMWJjYzI0ODk5MTNhZDFhNTJkOWM1NQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-03-03T08:51:17Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-03-03T08:51:17Z</td>\n",
+       "      <td>Moving to hml subdir in ihiw</td>\n",
+       "      <td>ac7e07f021601615733b7097fad0aa99bb98d1a4</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/ac7e07f021601615733b7097fad0aa99bb98d1a4</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/63bd2a16920933caed1bcc2489913ad1a52d9c55</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/63bd2a16920933caed1bcc2489913ad1a52d9c55</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/63bd2a16920933caed1bcc2489913ad1a52d9c55</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/63bd2a16920933caed1bcc2489913ad1a52d9c55/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>d146942a21ba93007cadd23d4f2c2035fa783142</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d146942a21ba93007cadd23d4f2c2035fa783142</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d146942a21ba93007cadd23d4f2c2035fa783142</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>591</th>\n",
+       "      <td>25ca5b9aeaad82db223c11bc058ba2b66ca996bb</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MjVjYTViOWFlYWFkODJkYjIyM2MxMWJjMDU4YmEyYjY2Y2E5OTZiYg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-03-03T08:51:55Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-03-03T08:51:55Z</td>\n",
+       "      <td>Moving to hml subdir in ihiw</td>\n",
+       "      <td>1059c2f19d73f985f843d2fd11648cf10e1c35f5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/1059c2f19d73f985f843d2fd11648cf10e1c35f5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/25ca5b9aeaad82db223c11bc058ba2b66ca996bb</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/25ca5b9aeaad82db223c11bc058ba2b66ca996bb</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/25ca5b9aeaad82db223c11bc058ba2b66ca996bb</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/25ca5b9aeaad82db223c11bc058ba2b66ca996bb/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>affd79f76b7ccb76cd6e0305bd417cf1ceda94c6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/affd79f76b7ccb76cd6e0305bd417cf1ceda94c6</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/affd79f76b7ccb76cd6e0305bd417cf1ceda94c6</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>592</th>\n",
+       "      <td>1d50edc746506c55aa9f5dc2fff61a2e4bb25a0e</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MWQ1MGVkYzc0NjUwNmM1NWFhOWY1ZGMyZmZmNjFhMmU0YmIyNWEwZQ==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-03-03T08:52:24Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-03-03T08:52:24Z</td>\n",
+       "      <td>Moving to hml subdir in ihiw</td>\n",
+       "      <td>432d459b9beb1860fdc23925167d53e1ea73db78</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/432d459b9beb1860fdc23925167d53e1ea73db78</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/1d50edc746506c55aa9f5dc2fff61a2e4bb25a0e</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1d50edc746506c55aa9f5dc2fff61a2e4bb25a0e</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1d50edc746506c55aa9f5dc2fff61a2e4bb25a0e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1d50edc746506c55aa9f5dc2fff61a2e4bb25a0e/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
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+       "      <td>NaN</td>\n",
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+       "      <td>dominicbarkerAN</td>\n",
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+       "      <td>2021-04-21T10:36:48Z</td>\n",
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+       "      <td>noreply@github.com</td>\n",
+       "      <td>2021-04-21T11:16:49Z</td>\n",
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+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4240ef4cf17e503c44b177ff0f7b740258ac2e70</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
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+       "      <td>noreply@github.com</td>\n",
+       "      <td>2021-04-21T11:17:00Z</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b9d97ef45c56394528534bd1a2ec7d2d78523354</td>\n",
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+       "      <td>NaN</td>\n",
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+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2021-05-12T10:34:43Z</td>\n",
+       "      <td>Removal of duplicate DRB1 entries from hla.xml</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cf8ed2bb499fae21b7ed1544177ef3589a8246b1</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>611</th>\n",
+       "      <td>2f6878301950dfea48a8147a6d8bd012be564063</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MmY2ODc4MzAxOTUwZGZlYTQ4YTgxNDdhNmQ4YmQwMTJiZTU2NDA2Mw==</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2021-06-11T12:09:02Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2021-06-11T12:09:02Z</td>\n",
+       "      <td>Merge branch 'Latest' into 3440</td>\n",
+       "      <td>9c05fea3fa44a36a22e23ad60617f00819a0e951</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/9c05fea3fa44a36a22e23ad60617f00819a0e951</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/2f6878301950dfea48a8147a6d8bd012be564063</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
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+       "      <td>tree 9c05fea3fa44a36a22e23ad60617f00819a0e951\\nparent c0510fbaa138ba0029d8aa2949c282fb2dfbf926\\nparent 4871325c65b16d5fc1a0fb406ebf539c3cbcf054\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1623413342 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1623413342 +0100\\n\\nMerge branch 'Latest' into 3440</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2f6878301950dfea48a8147a6d8bd012be564063</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2f6878301950dfea48a8147a6d8bd012be564063</td>\n",
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+       "      <td>dominicbarkerAN</td>\n",
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+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>c0510fbaa138ba0029d8aa2949c282fb2dfbf926</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c0510fbaa138ba0029d8aa2949c282fb2dfbf926</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c0510fbaa138ba0029d8aa2949c282fb2dfbf926</td>\n",
+       "      <td>4871325c65b16d5fc1a0fb406ebf539c3cbcf054</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4871325c65b16d5fc1a0fb406ebf539c3cbcf054</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4871325c65b16d5fc1a0fb406ebf539c3cbcf054</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>612</th>\n",
+       "      <td>a736a7ce4d98a0fefa3f4c01ab6da4641de74254</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YTczNmE3Y2U0ZDk4YTBmZWZhM2Y0YzAxYWI2ZGE0NjQxZGU3NDI1NA==</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2021-06-11T12:09:09Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2021-06-11T12:09:09Z</td>\n",
+       "      <td>Merge pull request #267 from ANHIG/3440\\n\\nInclusion of genomic sequence for B*44:495, DQB1*03:442 and DQB1*03:4…</td>\n",
+       "      <td>9c05fea3fa44a36a22e23ad60617f00819a0e951</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/9c05fea3fa44a36a22e23ad60617f00819a0e951</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/a736a7ce4d98a0fefa3f4c01ab6da4641de74254</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJgw1JlCRBK7hj4Ov3rIwAAFyAIACr/G1LI+Yzm0EeEyIKfgXhw\\nmuLv+QYkOFx+d9YJOL1AUFBpf1DBcR2XdKJ96SBCbb609rJwwAWYDDXljYAYbInP\\nYsaFcotoymElafXtMcECWpg07XeiIr95nasi5gdJtLFZ0puDtClL4QVN5iSqcOlN\\nnGZmiHQynyQbnFEt75OMiKkq3a0cElf6jXG2yVA6D7yFbfusBFhLzg8jH8yPQ7iU\\nvkKj+0ynlr94O+wKvo0MukmVF91c2KejLh27qQFy+SBleH6vXLdFEi+XsUKL6SN9\\n1LL9cj1mRt5N5XhenbGy8mx6YJod0pyY7044gJpjZA4w6twZ5VX3TKIHRVci4Jk=\\n=DZpy\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree 9c05fea3fa44a36a22e23ad60617f00819a0e951\\nparent 4871325c65b16d5fc1a0fb406ebf539c3cbcf054\\nparent 2f6878301950dfea48a8147a6d8bd012be564063\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1623413349 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1623413349 +0100\\n\\nMerge pull request #267 from ANHIG/3440\\n\\nInclusion of genomic sequence for B*44:495, DQB1*03:442 and DQB1*03:4…</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a736a7ce4d98a0fefa3f4c01ab6da4641de74254</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a736a7ce4d98a0fefa3f4c01ab6da4641de74254</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a736a7ce4d98a0fefa3f4c01ab6da4641de74254/comments</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
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+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
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+       "      <td></td>\n",
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+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>4871325c65b16d5fc1a0fb406ebf539c3cbcf054</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4871325c65b16d5fc1a0fb406ebf539c3cbcf054</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4871325c65b16d5fc1a0fb406ebf539c3cbcf054</td>\n",
+       "      <td>2f6878301950dfea48a8147a6d8bd012be564063</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2f6878301950dfea48a8147a6d8bd012be564063</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2f6878301950dfea48a8147a6d8bd012be564063</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>613</th>\n",
+       "      <td>ee9eefb21f878da18c72bdc04b31d6ec5d8ade06</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZWU5ZWVmYjIxZjg3OGRhMThjNzJiZGMwNGIzMWQ2ZWM1ZDhhZGUwNg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-06-15T10:26:05Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-06-15T10:26:05Z</td>\n",
+       "      <td>Updated DQB1 version number in gen txt file</td>\n",
+       "      <td>a016fa2dcc42b1d2904bbad92c65522d64bb7636</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/a016fa2dcc42b1d2904bbad92c65522d64bb7636</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ee9eefb21f878da18c72bdc04b31d6ec5d8ade06</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ee9eefb21f878da18c72bdc04b31d6ec5d8ade06</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ee9eefb21f878da18c72bdc04b31d6ec5d8ade06</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ee9eefb21f878da18c72bdc04b31d6ec5d8ade06/comments</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td></td>\n",
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+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
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+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>2f6878301950dfea48a8147a6d8bd012be564063</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2f6878301950dfea48a8147a6d8bd012be564063</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2f6878301950dfea48a8147a6d8bd012be564063</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>614</th>\n",
+       "      <td>af805f6d40beef639fac7bd1c5f7789893c2f662</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YWY4MDVmNmQ0MGJlZWY2MzlmYWM3YmQxYzVmNzc4OTg5M2MyZjY2Mg==</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2021-06-15T10:31:53Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2021-06-15T10:31:53Z</td>\n",
+       "      <td>Merge pull request #268 from ANHIG/3440\\n\\nUpdated DQB1 version number in gen txt file</td>\n",
+       "      <td>a016fa2dcc42b1d2904bbad92c65522d64bb7636</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/a016fa2dcc42b1d2904bbad92c65522d64bb7636</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/af805f6d40beef639fac7bd1c5f7789893c2f662</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
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+       "      <td>NaN</td>\n",
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+       "      <td>False</td>\n",
+       "      <td>af805f6d40beef639fac7bd1c5f7789893c2f662</td>\n",
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+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/af805f6d40beef639fac7bd1c5f7789893c2f662</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
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+       "      <td>False</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
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+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
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+       "      <td>False</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>618</th>\n",
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+       "      <td>ipdsubs@anthonynolan.org</td>\n",
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+       "      <td>ipdadmin</td>\n",
+       "      <td>ipdsubs@anthonynolan.org</td>\n",
+       "      <td>2021-07-13T16:01:36Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.45.0</td>\n",
+       "      <td>80db3fd9a894a25b0106b5c24d1c79cb9d6fe769</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/80db3fd9a894a25b0106b5c24d1c79cb9d6fe769</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/e6a3f0cc5710495475e7b959ee82c649978843f8</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e6a3f0cc5710495475e7b959ee82c649978843f8</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e6a3f0cc5710495475e7b959ee82c649978843f8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e6a3f0cc5710495475e7b959ee82c649978843f8/comments</td>\n",
+       "      <td>ipd-deploy</td>\n",
+       "      <td>78602048.0</td>\n",
+       "      <td>MDQ6VXNlcjc4NjAyMDQ4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/78602048?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy</td>\n",
+       "      <td>https://github.com/ipd-deploy</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/followers</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/orgs</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/repos</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>ipd-deploy</td>\n",
+       "      <td>78602048.0</td>\n",
+       "      <td>MDQ6VXNlcjc4NjAyMDQ4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/78602048?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy</td>\n",
+       "      <td>https://github.com/ipd-deploy</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/followers</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/orgs</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/repos</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>487c16cf1fb4ecb7eca25d752cb7178f10232a81</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/487c16cf1fb4ecb7eca25d752cb7178f10232a81</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/487c16cf1fb4ecb7eca25d752cb7178f10232a81</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>619</th>\n",
+       "      <td>4cdd02827d4b0d2d8834e45baaea621663e0d632</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NGNkZDAyODI3ZDRiMGQyZDg4MzRlNDViYWFlYTYyMTY2M2UwZDYzMg==</td>\n",
+       "      <td>ipdadmin</td>\n",
+       "      <td>ipdsubs@anthonynolan.org</td>\n",
+       "      <td>2021-07-13T16:03:03Z</td>\n",
+       "      <td>ipdadmin</td>\n",
+       "      <td>ipdsubs@anthonynolan.org</td>\n",
+       "      <td>2021-07-13T16:03:03Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.45.0</td>\n",
+       "      <td>8f2e1a1d95c6f22bce4c1b406429243c593732eb</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/8f2e1a1d95c6f22bce4c1b406429243c593732eb</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/4cdd02827d4b0d2d8834e45baaea621663e0d632</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4cdd02827d4b0d2d8834e45baaea621663e0d632</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4cdd02827d4b0d2d8834e45baaea621663e0d632</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4cdd02827d4b0d2d8834e45baaea621663e0d632/comments</td>\n",
+       "      <td>ipd-deploy</td>\n",
+       "      <td>78602048.0</td>\n",
+       "      <td>MDQ6VXNlcjc4NjAyMDQ4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/78602048?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy</td>\n",
+       "      <td>https://github.com/ipd-deploy</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/followers</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/orgs</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/repos</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>ipd-deploy</td>\n",
+       "      <td>78602048.0</td>\n",
+       "      <td>MDQ6VXNlcjc4NjAyMDQ4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/78602048?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy</td>\n",
+       "      <td>https://github.com/ipd-deploy</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/followers</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/orgs</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/repos</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>e6a3f0cc5710495475e7b959ee82c649978843f8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e6a3f0cc5710495475e7b959ee82c649978843f8</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e6a3f0cc5710495475e7b959ee82c649978843f8</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>620</th>\n",
+       "      <td>b57de92d58da2bf787e5af34ab09e0e8ee6cea6c</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YjU3ZGU5MmQ1OGRhMmJmNzg3ZTVhZjM0YWIwOWUwZThlZTZjZWE2Yw==</td>\n",
+       "      <td>ipdadmin</td>\n",
+       "      <td>ipdsubs@anthonynolan.org</td>\n",
+       "      <td>2021-07-13T16:04:39Z</td>\n",
+       "      <td>ipdadmin</td>\n",
+       "      <td>ipdsubs@anthonynolan.org</td>\n",
+       "      <td>2021-07-13T16:04:39Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.45.0</td>\n",
+       "      <td>6424cf47380a105370690c8ddbf86212eb5ba49d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/6424cf47380a105370690c8ddbf86212eb5ba49d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/b57de92d58da2bf787e5af34ab09e0e8ee6cea6c</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b57de92d58da2bf787e5af34ab09e0e8ee6cea6c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b57de92d58da2bf787e5af34ab09e0e8ee6cea6c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b57de92d58da2bf787e5af34ab09e0e8ee6cea6c/comments</td>\n",
+       "      <td>ipd-deploy</td>\n",
+       "      <td>78602048.0</td>\n",
+       "      <td>MDQ6VXNlcjc4NjAyMDQ4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/78602048?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy</td>\n",
+       "      <td>https://github.com/ipd-deploy</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/followers</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/orgs</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/repos</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>ipd-deploy</td>\n",
+       "      <td>78602048.0</td>\n",
+       "      <td>MDQ6VXNlcjc4NjAyMDQ4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/78602048?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy</td>\n",
+       "      <td>https://github.com/ipd-deploy</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/followers</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/orgs</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/repos</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/ipd-deploy/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>4cdd02827d4b0d2d8834e45baaea621663e0d632</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4cdd02827d4b0d2d8834e45baaea621663e0d632</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4cdd02827d4b0d2d8834e45baaea621663e0d632</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>621</th>\n",
+       "      <td>6fdf7add8bb4f416bd8660e6b826d80e8759dfe1</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NmZkZjdhZGQ4YmI0ZjQxNmJkODY2MGU2YjgyNmQ4MGU4NzU5ZGZlMQ==</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2021-07-14T06:19:03Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2021-07-14T06:19:03Z</td>\n",
+       "      <td>Merge pull request #271 from ANHIG/3450\\n\\n3450</td>\n",
+       "      <td>6424cf47380a105370690c8ddbf86212eb5ba49d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/6424cf47380a105370690c8ddbf86212eb5ba49d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/6fdf7add8bb4f416bd8660e6b826d80e8759dfe1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
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+       "      <td>tree 6424cf47380a105370690c8ddbf86212eb5ba49d\\nparent af805f6d40beef639fac7bd1c5f7789893c2f662\\nparent b57de92d58da2bf787e5af34ab09e0e8ee6cea6c\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1626243543 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1626243543 +0100\\n\\nMerge pull request #271 from ANHIG/3450\\n\\n3450</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6fdf7add8bb4f416bd8660e6b826d80e8759dfe1</td>\n",
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+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>af805f6d40beef639fac7bd1c5f7789893c2f662</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/af805f6d40beef639fac7bd1c5f7789893c2f662</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/af805f6d40beef639fac7bd1c5f7789893c2f662</td>\n",
+       "      <td>b57de92d58da2bf787e5af34ab09e0e8ee6cea6c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b57de92d58da2bf787e5af34ab09e0e8ee6cea6c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b57de92d58da2bf787e5af34ab09e0e8ee6cea6c</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
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+       "      <td>dominicbarkerAN</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d3fd19b04d4256600e8c90a27a2b317d61514c86</td>\n",
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+       "    <tr>\n",
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+       "      <td>dominicbarkerAN</td>\n",
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+       "      <td>2021-07-20T11:13:25Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2021-07-20T11:13:25Z</td>\n",
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+       "      <td>2a59a672021b2f43961276bfc873b518f367d845</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/2a59a672021b2f43961276bfc873b518f367d845</td>\n",
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+       "      <td>NaN</td>\n",
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+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>dominicbarker@anthonynolan.org</td>\n",
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+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2021-08-20T14:12:35Z</td>\n",
+       "      <td>IPD-IMGT/HLA Patch 3.45.1</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/78ea0888b047c3305649e0c730a7adc43462950d</td>\n",
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+       "      <td>0</td>\n",
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+       "      <td>unsigned</td>\n",
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+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8f892b2675dd6464f526d32f1ad1d3fd62fa3b03</td>\n",
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+       "      <td>NaN</td>\n",
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+       "    </tr>\n",
+       "    <tr>\n",
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+       "      <td>6c613ce701353f42b6c911801f0aeb78413fac9d</td>\n",
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+       "      <td>2021-08-20T15:25:29Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2021-08-20T15:25:29Z</td>\n",
+       "      <td>Merge pull request #279 from ANHIG/3450\\n\\nIPD-IMGT/HLA Patch 3.45.1</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/78ea0888b047c3305649e0c730a7adc43462950d</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>a231c3b065a7b9c86c92915f3b4bcf012ec36175</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a231c3b065a7b9c86c92915f3b4bcf012ec36175</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a231c3b065a7b9c86c92915f3b4bcf012ec36175</td>\n",
+       "      <td>8f892b2675dd6464f526d32f1ad1d3fd62fa3b03</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8f892b2675dd6464f526d32f1ad1d3fd62fa3b03</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8f892b2675dd6464f526d32f1ad1d3fd62fa3b03</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>630</th>\n",
+       "      <td>316f7c8d0056d58a7a8b992fd9f35024d954aa03</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MzE2ZjdjOGQwMDU2ZDU4YTdhOGI5OTJmZDlmMzUwMjRkOTU0YWEwMw==</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2021-09-17T15:44:33Z</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2021-09-17T15:44:33Z</td>\n",
+       "      <td>Added hla_gen.fasta missing from original release</td>\n",
+       "      <td>0349d4c6f2ea59e7b2dae1690bfc2b6b5c694e64</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/0349d4c6f2ea59e7b2dae1690bfc2b6b5c694e64</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/316f7c8d0056d58a7a8b992fd9f35024d954aa03</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/316f7c8d0056d58a7a8b992fd9f35024d954aa03</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/316f7c8d0056d58a7a8b992fd9f35024d954aa03</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/316f7c8d0056d58a7a8b992fd9f35024d954aa03/comments</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>05d9083ce42b1687c3e4f35a139f2fbbc2bfe8da</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/05d9083ce42b1687c3e4f35a139f2fbbc2bfe8da</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/05d9083ce42b1687c3e4f35a139f2fbbc2bfe8da</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>631</th>\n",
+       "      <td>352813601073bcdc3d5eb08d1be07be904276a9a</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MzUyODEzNjAxMDczYmNkYzNkNWViMDhkMWJlMDdiZTkwNDI3NmE5YQ==</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2021-09-17T15:49:21Z</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2021-09-17T15:49:21Z</td>\n",
+       "      <td>Update of release_version.txt to 3.45.1</td>\n",
+       "      <td>767c2a360947e6ea3f39804f06458e7206f5cec1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/767c2a360947e6ea3f39804f06458e7206f5cec1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/352813601073bcdc3d5eb08d1be07be904276a9a</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/352813601073bcdc3d5eb08d1be07be904276a9a</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/352813601073bcdc3d5eb08d1be07be904276a9a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/352813601073bcdc3d5eb08d1be07be904276a9a/comments</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
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+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
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+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8f892b2675dd6464f526d32f1ad1d3fd62fa3b03</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>632</th>\n",
+       "      <td>7dc4672795eaea35bd8c7e1fa2ec40cf948fc2fd</td>\n",
+       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6N2RjNDY3Mjc5NWVhZWEzNWJkOGM3ZTFmYTJlYzQwY2Y5NDhmYzJmZA==</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2021-09-17T15:49:56Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2021-09-17T15:49:56Z</td>\n",
+       "      <td>Merge pull request #281 from ANHIG/3450\\n\\nUpdate of release_version.txt to 3.45.1</td>\n",
+       "      <td>767c2a360947e6ea3f39804f06458e7206f5cec1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/767c2a360947e6ea3f39804f06458e7206f5cec1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/7dc4672795eaea35bd8c7e1fa2ec40cf948fc2fd</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
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+       "      <td>False</td>\n",
+       "      <td>6c613ce701353f42b6c911801f0aeb78413fac9d</td>\n",
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+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/352813601073bcdc3d5eb08d1be07be904276a9a</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>633</th>\n",
+       "      <td>5088650c144e6a3ee05ac1e015d487a86095e665</td>\n",
+       "      <td>C_kwDOAXZz6NoAKDUwODg2NTBjMTQ0ZTZhM2VlMDVhYzFlMDE1ZDQ4N2E4NjA5NWU2NjU</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-10-11T12:53:06Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-10-11T12:53:06Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.46.0 Build\\n\\nInitial Build of 3.46.0</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
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+       "      <td>None</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>7dc4672795eaea35bd8c7e1fa2ec40cf948fc2fd</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7dc4672795eaea35bd8c7e1fa2ec40cf948fc2fd</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7dc4672795eaea35bd8c7e1fa2ec40cf948fc2fd</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>634</th>\n",
+       "      <td>389b55b1c3ef58ea1136fb0c9e6d2ce73038d655</td>\n",
+       "      <td>C_kwDOAXZz6NoAKDM4OWI1NWIxYzNlZjU4ZWExMTM2ZmIwYzllNmQyY2U3MzAzOGQ2NTU</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-10-11T13:16:09Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-10-11T13:16:09Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.46.0\\n\\nUpdating READMEs</td>\n",
+       "      <td>81d2114c0cea63d994b34c0496bcdc4d14a9dd9b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/81d2114c0cea63d994b34c0496bcdc4d14a9dd9b</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/389b55b1c3ef58ea1136fb0c9e6d2ce73038d655</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/389b55b1c3ef58ea1136fb0c9e6d2ce73038d655</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/389b55b1c3ef58ea1136fb0c9e6d2ce73038d655/comments</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>5088650c144e6a3ee05ac1e015d487a86095e665</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5088650c144e6a3ee05ac1e015d487a86095e665</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5088650c144e6a3ee05ac1e015d487a86095e665</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>635</th>\n",
+       "      <td>d53cfe39089bd2ce40cf0fa06167d0ae38e3e4ea</td>\n",
+       "      <td>C_kwDOAXZz6NoAKGQ1M2NmZTM5MDg5YmQyY2U0MGNmMGZhMDYxNjdkMGFlMzhlM2U0ZWE</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-10-11T14:48:05Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-10-11T14:48:05Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.46.0\\n\\nNon-ascii chars removed</td>\n",
+       "      <td>610e054687c53bcebf7ff18f5869eb37922a47fe</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/610e054687c53bcebf7ff18f5869eb37922a47fe</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/d53cfe39089bd2ce40cf0fa06167d0ae38e3e4ea</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d53cfe39089bd2ce40cf0fa06167d0ae38e3e4ea</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d53cfe39089bd2ce40cf0fa06167d0ae38e3e4ea</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d53cfe39089bd2ce40cf0fa06167d0ae38e3e4ea/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>389b55b1c3ef58ea1136fb0c9e6d2ce73038d655</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/389b55b1c3ef58ea1136fb0c9e6d2ce73038d655</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/389b55b1c3ef58ea1136fb0c9e6d2ce73038d655</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>636</th>\n",
+       "      <td>8d77b3dd93959663d58ae5b626289d0746edd0e7</td>\n",
+       "      <td>C_kwDOAXZz6NoAKDhkNzdiM2RkOTM5NTk2NjNkNThhZTViNjI2Mjg5ZDA3NDZlZGQwZTc</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2021-10-11T15:13:57Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2021-10-11T15:13:57Z</td>\n",
+       "      <td>Merge pull request #282 from ANHIG/3460\\n\\nRelease 3.46.0</td>\n",
+       "      <td>610e054687c53bcebf7ff18f5869eb37922a47fe</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/610e054687c53bcebf7ff18f5869eb37922a47fe</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/8d77b3dd93959663d58ae5b626289d0746edd0e7</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJhZFS1CRBK7hj4Ov3rIwAAbpwIAFoU+ioqCE3AneKwzxhwdNYt\\n8eeqCsj0vw7KvQz6I1MBtzqnOJOCou2Myc82dOMYZdbjxWyHs2iB9NJvXPxkO/QM\\nnpCwewXYUB6fwVydGW40bum5lpeF+2NHy7FmP5V3Ie6PxOyBwaDVFzMWSOZQudhh\\nyC9mbM8Ru8ztXYUZ3u+l6Q8O80/Sf7Gf7ityZuA+lCDHFdxPY6dIQwtH+1EWPC5B\\naei/+KGxlABkTX9qkuY2H+72vdwZUS8XVQb8adjBLq0fhVbtyRpqrSfkZREG4SOr\\n70sUNhj/JT54HwmZEL/sEXd9Ez5iNeiSmzpBVvI5jxHRy5cKoMAwR9/3XC+TnQI=\\n=3S9V\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree 610e054687c53bcebf7ff18f5869eb37922a47fe\\nparent 7dc4672795eaea35bd8c7e1fa2ec40cf948fc2fd\\nparent d53cfe39089bd2ce40cf0fa06167d0ae38e3e4ea\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1633965237 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1633965237 +0100\\n\\nMerge pull request #282 from ANHIG/3460\\n\\nRelease 3.46.0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8d77b3dd93959663d58ae5b626289d0746edd0e7</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8d77b3dd93959663d58ae5b626289d0746edd0e7</td>\n",
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+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>7dc4672795eaea35bd8c7e1fa2ec40cf948fc2fd</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7dc4672795eaea35bd8c7e1fa2ec40cf948fc2fd</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7dc4672795eaea35bd8c7e1fa2ec40cf948fc2fd</td>\n",
+       "      <td>d53cfe39089bd2ce40cf0fa06167d0ae38e3e4ea</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d53cfe39089bd2ce40cf0fa06167d0ae38e3e4ea</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d53cfe39089bd2ce40cf0fa06167d0ae38e3e4ea</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>637</th>\n",
+       "      <td>ddda708da9f2f41ae7e7d122973c2eddb141d949</td>\n",
+       "      <td>C_kwDOAXZz6NoAKGRkZGE3MDhkYTlmMmY0MWFlN2U3ZDEyMjk3M2MyZWRkYjE0MWQ5NDk</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-10-11T15:29:53Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-10-11T15:29:53Z</td>\n",
+       "      <td>Adding updated alignment zip</td>\n",
+       "      <td>826beb70dab6efe7253a866981e50cd84b26e73f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/826beb70dab6efe7253a866981e50cd84b26e73f</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ddda708da9f2f41ae7e7d122973c2eddb141d949</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ddda708da9f2f41ae7e7d122973c2eddb141d949</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ddda708da9f2f41ae7e7d122973c2eddb141d949/comments</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>d53cfe39089bd2ce40cf0fa06167d0ae38e3e4ea</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d53cfe39089bd2ce40cf0fa06167d0ae38e3e4ea</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d53cfe39089bd2ce40cf0fa06167d0ae38e3e4ea</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>638</th>\n",
+       "      <td>8dd2a04b1d7e559f5124d012f0a729d0180216d2</td>\n",
+       "      <td>C_kwDOAXZz6NoAKDhkZDJhMDRiMWQ3ZTU1OWY1MTI0ZDAxMmYwYTcyOWQwMTgwMjE2ZDI</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2021-10-11T15:33:46Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2021-10-11T15:33:46Z</td>\n",
+       "      <td>Merge pull request #283 from ANHIG/3460\\n\\nIPD-IMGT/HLA Release 3.46.0</td>\n",
+       "      <td>826beb70dab6efe7253a866981e50cd84b26e73f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/826beb70dab6efe7253a866981e50cd84b26e73f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/8dd2a04b1d7e559f5124d012f0a729d0180216d2</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJhZFlaCRBK7hj4Ov3rIwAAT8EIAJfPfTQKFP/7AojE1qbWXv6O\\n3udMVR5SkCi0odIz43GIHvwitsbwzNsYmZ/n5cxOsxOzU/OsBbruboFWfl8nJxNP\\nLjCoceviUMRVrfDyqiQy3Q/omRgDi6P6I3B+FF3/DdpUKk0el+DAeAySPbnaNSQW\\nqAwxANbWfvOQxFiUIWAsoXl74mMJ8ovyFV55/zTPoLGMAZJROHRM0iEHZePs51zO\\nXwNaB/aph6g4uWn7F7LC/8LCtwrq19FCtDulo0QxBKQZ75/6Vc17Eahrg7rNva+R\\nbUg6whgAgcmGpmfbJ0npwW36iFYe+vPXQue/qEbl6qm4zV/YzMt6TrTXPd/inW0=\\n=xXLN\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree 826beb70dab6efe7253a866981e50cd84b26e73f\\nparent 8d77b3dd93959663d58ae5b626289d0746edd0e7\\nparent ddda708da9f2f41ae7e7d122973c2eddb141d949\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1633966426 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1633966426 +0100\\n\\nMerge pull request #283 from ANHIG/3460\\n\\nIPD-IMGT/HLA Release 3.46.0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8dd2a04b1d7e559f5124d012f0a729d0180216d2</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8dd2a04b1d7e559f5124d012f0a729d0180216d2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8dd2a04b1d7e559f5124d012f0a729d0180216d2/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
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+       "      <td>https://api.github.com/users/web-flow</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>8d77b3dd93959663d58ae5b626289d0746edd0e7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8d77b3dd93959663d58ae5b626289d0746edd0e7</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8d77b3dd93959663d58ae5b626289d0746edd0e7</td>\n",
+       "      <td>ddda708da9f2f41ae7e7d122973c2eddb141d949</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ddda708da9f2f41ae7e7d122973c2eddb141d949</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ddda708da9f2f41ae7e7d122973c2eddb141d949</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>639</th>\n",
+       "      <td>3f46491c0fe377fd922412c93137efb6a4879b05</td>\n",
+       "      <td>C_kwDOAXZz6NoAKDNmNDY0OTFjMGZlMzc3ZmQ5MjI0MTJjOTMxMzdlZmI2YTQ4NzliMDU</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-10-26T11:15:21Z</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>james.robinson@anthonynolan.org</td>\n",
+       "      <td>2021-10-26T11:15:21Z</td>\n",
+       "      <td>Changes to descriptors for two deleted alleles</td>\n",
+       "      <td>739503884c4439a043a8bcf2249c0c59512befca</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/739503884c4439a043a8bcf2249c0c59512befca</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/3f46491c0fe377fd922412c93137efb6a4879b05</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3f46491c0fe377fd922412c93137efb6a4879b05</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3f46491c0fe377fd922412c93137efb6a4879b05</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3f46491c0fe377fd922412c93137efb6a4879b05/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
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+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>jrob119</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
+       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>ddda708da9f2f41ae7e7d122973c2eddb141d949</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ddda708da9f2f41ae7e7d122973c2eddb141d949</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ddda708da9f2f41ae7e7d122973c2eddb141d949</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>640</th>\n",
+       "      <td>2d19daf42ff47c2f2c4e7970dd77ed32768eb38f</td>\n",
+       "      <td>C_kwDOAXZz6NoAKDJkMTlkYWY0MmZmNDdjMmYyYzRlNzk3MGRkNzdlZDMyNzY4ZWIzOGY</td>\n",
+       "      <td>James Robinson</td>\n",
+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2021-10-26T11:32:30Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2021-10-26T11:32:30Z</td>\n",
+       "      <td>Merge pull request #286 from ANHIG/3460\\n\\nChanges to descriptors for two deleted alleles</td>\n",
+       "      <td>739503884c4439a043a8bcf2249c0c59512befca</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/739503884c4439a043a8bcf2249c0c59512befca</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/2d19daf42ff47c2f2c4e7970dd77ed32768eb38f</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJhd+dOCRBK7hj4Ov3rIwAAG74IAJ8B9RQEhrr/0W85V0dFNFXd\\nqdO2Na5BT7xffxMDUHDfd+zpNyliFD0NIocJp4ZJUFxB/jLorPNfMBodT4XPjpSe\\nr3pemu9M7Di0pHYEKbVAM9sa05UXnf63vqHudOgh1ctGINqABont/7RsPIMQYC/2\\n52KYaUNz0jkgQI+urgb8yDwJ5EsjVAAhQLyKWF5PjhjNMz+SsQ0MOVx5CrNZEinM\\nob+ZYu5ZTfxlT1H3Hx6Vuwd0/Tu9UcOJyOYRjav8U10Q0EOCG56QYGCB+xaDfD+L\\nzJihFIt+wUEMiC5/UVtqlHa70eXlS5FiN8M5CFyiu33wid/IHBXi20n9DltmdDY=\\n=rz1f\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree 739503884c4439a043a8bcf2249c0c59512befca\\nparent 8dd2a04b1d7e559f5124d012f0a729d0180216d2\\nparent 3f46491c0fe377fd922412c93137efb6a4879b05\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1635247950 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1635247950 +0100\\n\\nMerge pull request #286 from ANHIG/3460\\n\\nChanges to descriptors for two deleted alleles</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2d19daf42ff47c2f2c4e7970dd77ed32768eb38f</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2d19daf42ff47c2f2c4e7970dd77ed32768eb38f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2d19daf42ff47c2f2c4e7970dd77ed32768eb38f/comments</td>\n",
+       "      <td>jrob119</td>\n",
+       "      <td>19726400.0</td>\n",
+       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/jrob119</td>\n",
+       "      <td>https://github.com/jrob119</td>\n",
+       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
+       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
+       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
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+       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>8dd2a04b1d7e559f5124d012f0a729d0180216d2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8dd2a04b1d7e559f5124d012f0a729d0180216d2</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8dd2a04b1d7e559f5124d012f0a729d0180216d2</td>\n",
+       "      <td>3f46491c0fe377fd922412c93137efb6a4879b05</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3f46491c0fe377fd922412c93137efb6a4879b05</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3f46491c0fe377fd922412c93137efb6a4879b05</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>641</th>\n",
+       "      <td>178c68cca2044cbd5032cbff23e4c06b738aed2a</td>\n",
+       "      <td>C_kwDOAXZz6NoAKDE3OGM2OGNjYTIwNDRjYmQ1MDMyY2JmZjIzZTRjMDZiNzM4YWVkMmE</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2021-11-11T11:48:57Z</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2021-11-11T11:48:57Z</td>\n",
+       "      <td>Updated reason for deletion for alleles B*07:02:06, B*44:525, DQB1*02:01:10 &amp; MICA*007:02 in Deleted_alleles.txt</td>\n",
+       "      <td>53443064a41f075cf6336f5c513d9212a62b2168</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/178c68cca2044cbd5032cbff23e4c06b738aed2a</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/178c68cca2044cbd5032cbff23e4c06b738aed2a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/178c68cca2044cbd5032cbff23e4c06b738aed2a/comments</td>\n",
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+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>3f46491c0fe377fd922412c93137efb6a4879b05</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3f46491c0fe377fd922412c93137efb6a4879b05</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
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+       "      <td>d76ca7d75891aac95205b2cc11510ce8ef41a65a</td>\n",
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+       "      <td>2021-11-11T11:49:26Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2021-11-11T11:49:26Z</td>\n",
+       "      <td>Merge pull request #289 from ANHIG/3460\\n\\nUpdated reason for deletion for alleles B*07:02:06, B*44:525, DQB1*02…</td>\n",
+       "      <td>53443064a41f075cf6336f5c513d9212a62b2168</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/53443064a41f075cf6336f5c513d9212a62b2168</td>\n",
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+       "      <td>jrob119@users.noreply.github.com</td>\n",
+       "      <td>2022-01-04T09:18:33Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2022-01-04T09:18:33Z</td>\n",
+       "      <td>Update README.md</td>\n",
+       "      <td>9cd8f053ab1857b8156bdb9fe015cb54d44f6e50</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/9cd8f053ab1857b8156bdb9fe015cb54d44f6e50</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
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+       "      <td>0</td>\n",
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+       "      <td>noreply@github.com</td>\n",
+       "      <td>2022-01-13T20:33:38Z</td>\n",
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+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2022-01-14T12:27:35Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.47.0</td>\n",
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+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>650</th>\n",
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+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>dominicbarker@anthonynolan.org</td>\n",
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+       "      <td>Merge branch '3470' of github.com:ANHIG/IMGTHLA into 3470</td>\n",
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+       "      <td>False</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>651</th>\n",
+       "      <td>d4c410cd91618a8a74a7763598e499f6a8aa168b</td>\n",
+       "      <td>C_kwDOAXZz6NoAKGQ0YzQxMGNkOTE2MThhOGE3NGE3NzYzNTk4ZTQ5OWY2YThhYTE2OGI</td>\n",
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+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2022-01-14T15:25:23Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2022-01-14T15:25:23Z</td>\n",
+       "      <td>Merge pull request #292 from ANHIG/3470\\n\\n3470</td>\n",
+       "      <td>f97a3f30616b37a0af1125a18836898e31b6e106</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/f97a3f30616b37a0af1125a18836898e31b6e106</td>\n",
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+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
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+       "    </tr>\n",
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+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2022-01-27T14:38:07Z</td>\n",
+       "      <td>Correct version_report.txt on 3460 branch to include the release information for 3.46.0</td>\n",
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+       "      <td>Corrected markup of CDS sequence in nuc.txt files for genes with alternative splice sites or delayed stop codons</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a9c8d5c82645cd677340c408291f6c5556f2586f</td>\n",
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+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2022-02-10T15:26:19Z</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2022-02-10T15:26:19Z</td>\n",
+       "      <td>Correction of HLA P Groups in hla.xml</td>\n",
+       "      <td>24a24723ebcb1a4941b46364932c07e35ae15df6</td>\n",
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+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
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+       "    </tr>\n",
+       "    <tr>\n",
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+       "      <td>2022-02-10T15:36:59Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2022-02-10T15:36:59Z</td>\n",
+       "      <td>Merge pull request #296 from ANHIG/3470\\n\\nCorrection of HLA P Groups in hla.xml</td>\n",
+       "      <td>24a24723ebcb1a4941b46364932c07e35ae15df6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/24a24723ebcb1a4941b46364932c07e35ae15df6</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/207cdce7fef5dae54fdad4cc4f933ebd1ab13c5e</td>\n",
+       "      <td>0</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8ab272288e81fa9a49fd4765579b066c2c03cc10</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8ab272288e81fa9a49fd4765579b066c2c03cc10</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
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+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2022-03-15T14:27:31Z</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2022-03-15T14:27:31Z</td>\n",
+       "      <td>Update to xml/hla.xml.zip correcting meta data</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>207cdce7fef5dae54fdad4cc4f933ebd1ab13c5e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/207cdce7fef5dae54fdad4cc4f933ebd1ab13c5e</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/207cdce7fef5dae54fdad4cc4f933ebd1ab13c5e</td>\n",
+       "      <td>db33aee5dc0b44251b64ff4c2e2f05d59e4e3a2d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/db33aee5dc0b44251b64ff4c2e2f05d59e4e3a2d</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/db33aee5dc0b44251b64ff4c2e2f05d59e4e3a2d</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>658</th>\n",
+       "      <td>ecd63776c6225af0cf8bcc9fa9c6998d3129fb14</td>\n",
+       "      <td>C_kwDOAXZz6NoAKGVjZDYzNzc2YzYyMjVhZjBjZjhiY2M5ZmE5YzY5OThkMzEyOWZiMTQ</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2022-04-14T11:00:42Z</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2022-04-14T11:00:42Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.48.0</td>\n",
+       "      <td>24ffdcdba524351177693e8abe9a3d743939bb3c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/24ffdcdba524351177693e8abe9a3d743939bb3c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ecd63776c6225af0cf8bcc9fa9c6998d3129fb14</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ecd63776c6225af0cf8bcc9fa9c6998d3129fb14</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ecd63776c6225af0cf8bcc9fa9c6998d3129fb14</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ecd63776c6225af0cf8bcc9fa9c6998d3129fb14/comments</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>207cdce7fef5dae54fdad4cc4f933ebd1ab13c5e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/207cdce7fef5dae54fdad4cc4f933ebd1ab13c5e</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/207cdce7fef5dae54fdad4cc4f933ebd1ab13c5e</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>659</th>\n",
+       "      <td>5e1d9764c8e96749bc11d52807eea1f7cc38ce5c</td>\n",
+       "      <td>C_kwDOAXZz6NoAKDVlMWQ5NzY0YzhlOTY3NDliYzExZDUyODA3ZWVhMWY3Y2MzOGNlNWM</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2022-04-14T11:01:59Z</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2022-04-14T11:01:59Z</td>\n",
+       "      <td>Updated md5checksums</td>\n",
+       "      <td>0202371f451082c6975497d333beab85845e6fb2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/0202371f451082c6975497d333beab85845e6fb2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/5e1d9764c8e96749bc11d52807eea1f7cc38ce5c</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5e1d9764c8e96749bc11d52807eea1f7cc38ce5c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5e1d9764c8e96749bc11d52807eea1f7cc38ce5c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5e1d9764c8e96749bc11d52807eea1f7cc38ce5c/comments</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>ecd63776c6225af0cf8bcc9fa9c6998d3129fb14</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ecd63776c6225af0cf8bcc9fa9c6998d3129fb14</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ecd63776c6225af0cf8bcc9fa9c6998d3129fb14</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>660</th>\n",
+       "      <td>4a13df461c42f970a099de77377f309995e7995c</td>\n",
+       "      <td>C_kwDOAXZz6NoAKDRhMTNkZjQ2MWM0MmY5NzBhMDk5ZGU3NzM3N2YzMDk5OTVlNzk5NWM</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2022-04-19T08:30:24Z</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2022-04-19T08:30:24Z</td>\n",
+       "      <td>Merge branch '3480' into Latest</td>\n",
+       "      <td>0202371f451082c6975497d333beab85845e6fb2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/0202371f451082c6975497d333beab85845e6fb2</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/4a13df461c42f970a099de77377f309995e7995c</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4a13df461c42f970a099de77377f309995e7995c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4a13df461c42f970a099de77377f309995e7995c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4a13df461c42f970a099de77377f309995e7995c/comments</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>cada41a6bfac5a8bf88ed2107a0b856b9b9785a0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cada41a6bfac5a8bf88ed2107a0b856b9b9785a0</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cada41a6bfac5a8bf88ed2107a0b856b9b9785a0</td>\n",
+       "      <td>5e1d9764c8e96749bc11d52807eea1f7cc38ce5c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5e1d9764c8e96749bc11d52807eea1f7cc38ce5c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5e1d9764c8e96749bc11d52807eea1f7cc38ce5c</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>661</th>\n",
+       "      <td>4d33035dd296826bbde200e17e5281910ac8be13</td>\n",
+       "      <td>C_kwDOAXZz6NoAKDRkMzMwMzVkZDI5NjgyNmJiZGUyMDBlMTdlNTI4MTkxMGFjOGJlMTM</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2022-04-20T08:37:44Z</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2022-04-20T08:37:44Z</td>\n",
+       "      <td>Upload of Allelelist_history.txt for IPD-IMGT/HLA Release 3.48.0</td>\n",
+       "      <td>3b5d2493c93ac51afea3e135dddb461fd1293447</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/3b5d2493c93ac51afea3e135dddb461fd1293447</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/4d33035dd296826bbde200e17e5281910ac8be13</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4d33035dd296826bbde200e17e5281910ac8be13</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4d33035dd296826bbde200e17e5281910ac8be13</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4d33035dd296826bbde200e17e5281910ac8be13/comments</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
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+       "    </tr>\n",
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+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2022-04-20T08:39:00Z</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
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+       "      <td>75ad6905414ff2af3a051097d7bf7dea077a0be3</td>\n",
+       "      <td>C_kwDOAXZz6NoAKDc1YWQ2OTA1NDE0ZmYyYWYzYTA1MTA5N2Q3YmY3ZGVhMDc3YTBiZTM</td>\n",
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+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2022-08-16T16:39:33Z</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2022-08-16T16:39:33Z</td>\n",
+       "      <td>Removed invalid lines from hla.dat</td>\n",
+       "      <td>6c9277870af4f9cac80ccbe8eceeb3b421900f0f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/6c9277870af4f9cac80ccbe8eceeb3b421900f0f</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/75ad6905414ff2af3a051097d7bf7dea077a0be3</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/75ad6905414ff2af3a051097d7bf7dea077a0be3</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>5c3aab6eea0b638551682adf029a947d11d41621</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5c3aab6eea0b638551682adf029a947d11d41621</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5c3aab6eea0b638551682adf029a947d11d41621</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>672</th>\n",
+       "      <td>1fd937e6c0ff8452f64152aec9632f0586f981d1</td>\n",
+       "      <td>C_kwDOAXZz6NoAKDFmZDkzN2U2YzBmZjg0NTJmNjQxNTJhZWM5NjMyZjA1ODZmOTgxZDE</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2022-08-21T09:29:01Z</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>dominicbarker@anthonynolan.org</td>\n",
+       "      <td>2022-08-21T09:29:01Z</td>\n",
+       "      <td>Corrected DRA*01:01:01:01 P group (DRA*01:01P)</td>\n",
+       "      <td>687b3064964c00ca72360ffd0d4d5a05f1b1d47c</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1fd937e6c0ff8452f64152aec9632f0586f981d1</td>\n",
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+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8732e7d4739a911e01f69d2c5bda82ca15ca68a9</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8732e7d4739a911e01f69d2c5bda82ca15ca68a9</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>673</th>\n",
+       "      <td>a9680a9e80e2c119d4aa41f90e5f40cef6e7df02</td>\n",
+       "      <td>C_kwDOAXZz6NoAKGE5NjgwYTllODBlMmMxMTlkNGFhNDFmOTBlNWY0MGNlZjZlN2RmMDI</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2022-08-21T09:31:21Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2022-08-21T09:31:21Z</td>\n",
+       "      <td>Merge pull request #314 from ANHIG/3490\\n\\nCorrected DRA*01:01:01:01 P group (DRA*01:01P)</td>\n",
+       "      <td>687b3064964c00ca72360ffd0d4d5a05f1b1d47c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/687b3064964c00ca72360ffd0d4d5a05f1b1d47c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/a9680a9e80e2c119d4aa41f90e5f40cef6e7df02</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
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+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a9680a9e80e2c119d4aa41f90e5f40cef6e7df02</td>\n",
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+       "      <td>dominicbarkerAN</td>\n",
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+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
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+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
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+       "      <td>False</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>674</th>\n",
+       "      <td>8f80f24d49797595d8a18b8d4d1f59846fbf3fe1</td>\n",
+       "      <td>C_kwDOAXZz6NoAKDhmODBmMjRkNDk3OTc1OTVkOGExOGI4ZDRkMWY1OTg0NmZiZjNmZTE</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2022-08-25T15:43:12Z</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2022-08-25T15:43:12Z</td>\n",
+       "      <td>Removal of duplicate \"KW   Human MHC;\" in hla.dat; Removal of empty 3'UTR in DQB1*03:480Q</td>\n",
+       "      <td>9435adb2a0625e47102ba86f264c775bfe6456fc</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/9435adb2a0625e47102ba86f264c775bfe6456fc</td>\n",
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+       "      <td>0</td>\n",
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+       "      <td>C_kwDOAXZz6NoAKDFjZTMxZmM5ZTI4MDUwMzQ1NzhlZmY2MGEyNjljMDIxNzZmMDMyNTI</td>\n",
+       "      <td>xeniageorgiouAN</td>\n",
+       "      <td>xenia.georgiou@anthonynolan.org</td>\n",
+       "      <td>2022-10-13T13:06:12Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2022-10-13T13:06:12Z</td>\n",
+       "      <td>Merge pull request #317 from ANHIG/3500\\n\\nIPD-IMGT/HLA Release 3.50.0</td>\n",
+       "      <td>f5fa7e25c2fdb24f2e842951338b6e6bd618a237</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/f5fa7e25c2fdb24f2e842951338b6e6bd618a237</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/1ce31fc9e2805034578eff60a269c02176f03252</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjSA1ECRBK7hj4Ov3rIwAAfZ8IAD4P5tCQAPkDw8/xMra0u4n+\\nTHwH9KWSp7rZ/EVMWYnxfp5FH+PsvgLZ1e4qiTkaS6C2OUpR2uqO42S22F0CADXa\\nAjup7cOnO4YfIWQxFfEPdyXR+S/ahjK3pLY/v0JdZV2mbghWzTX+WfzBqHBA0Hgq\\nOKgCcHkjdlq6z9VXGa+RMjmaPpGj9FoeYtpHDw9QZBXtNpq9ETCXMoPanWiGdp6t\\nX9/JdBkqcmU3pPOI78XMwJwVJGtIeTrMeOHPOFogM3ZbPAZnmdxr7qw69JZmzbYt\\nhdm7gOAyYWSuiMrfE6LNBlC3yNF91f/gFZtNrGkS5eWHz4LoI8t5cxhS7K0W12I=\\n=671L\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree f5fa7e25c2fdb24f2e842951338b6e6bd618a237\\nparent 12b4b94bb49b4640fa48a1182cc9b1e1fbf7e816\\nparent 2c631a4b61d529ff1c0635750888f6f6d79c2703\\nauthor xeniageorgiouAN &lt;xenia.georgiou@anthonynolan.org&gt; 1665666372 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1665666372 +0100\\n\\nMerge pull request #317 from ANHIG/3500\\n\\nIPD-IMGT/HLA Release 3.50.0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1ce31fc9e2805034578eff60a269c02176f03252</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1ce31fc9e2805034578eff60a269c02176f03252</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1ce31fc9e2805034578eff60a269c02176f03252/comments</td>\n",
+       "      <td>xeniageorgiouAN</td>\n",
+       "      <td>55495460.0</td>\n",
+       "      <td>MDQ6VXNlcjU1NDk1NDYw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/55495460?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/xeniageorgiouAN</td>\n",
+       "      <td>https://github.com/xeniageorgiouAN</td>\n",
+       "      <td>https://api.github.com/users/xeniageorgiouAN/followers</td>\n",
+       "      <td>https://api.github.com/users/xeniageorgiouAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/xeniageorgiouAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/xeniageorgiouAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/xeniageorgiouAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/xeniageorgiouAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/xeniageorgiouAN/repos</td>\n",
+       "      <td>https://api.github.com/users/xeniageorgiouAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/xeniageorgiouAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>12b4b94bb49b4640fa48a1182cc9b1e1fbf7e816</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/12b4b94bb49b4640fa48a1182cc9b1e1fbf7e816</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/12b4b94bb49b4640fa48a1182cc9b1e1fbf7e816</td>\n",
+       "      <td>2c631a4b61d529ff1c0635750888f6f6d79c2703</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2c631a4b61d529ff1c0635750888f6f6d79c2703</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2c631a4b61d529ff1c0635750888f6f6d79c2703</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>679</th>\n",
+       "      <td>2d38d3313229fdc5f8aa00052a2db21b35be3d2d</td>\n",
+       "      <td>C_kwDOAXZz6NoAKDJkMzhkMzMxMzIyOWZkYzVmOGFhMDAwNTJhMmRiMjFiMzViZTNkMmQ</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2022-10-14T08:46:01Z</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2022-10-14T08:46:01Z</td>\n",
+       "      <td>hla.dat file for IPD-IMGT/HLA Release 3.50.0</td>\n",
+       "      <td>f4dfbde08baca4399784af7359b7fdc9acc97c1f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/f4dfbde08baca4399784af7359b7fdc9acc97c1f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/2d38d3313229fdc5f8aa00052a2db21b35be3d2d</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2d38d3313229fdc5f8aa00052a2db21b35be3d2d</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2d38d3313229fdc5f8aa00052a2db21b35be3d2d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2d38d3313229fdc5f8aa00052a2db21b35be3d2d/comments</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>2c631a4b61d529ff1c0635750888f6f6d79c2703</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2c631a4b61d529ff1c0635750888f6f6d79c2703</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2c631a4b61d529ff1c0635750888f6f6d79c2703</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>680</th>\n",
+       "      <td>e941759874365cb152a3562c22d10847d10db326</td>\n",
+       "      <td>C_kwDOAXZz6NoAKGU5NDE3NTk4NzQzNjVjYjE1MmEzNTYyYzIyZDEwODQ3ZDEwZGIzMjY</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2022-10-14T08:47:37Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2022-10-14T08:47:37Z</td>\n",
+       "      <td>Merge pull request #318 from ANHIG/3500\\n\\nhla.dat file for IPD-IMGT/HLA Release 3.50.0</td>\n",
+       "      <td>f4dfbde08baca4399784af7359b7fdc9acc97c1f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/f4dfbde08baca4399784af7359b7fdc9acc97c1f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/e941759874365cb152a3562c22d10847d10db326</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjSSIpCRBK7hj4Ov3rIwAArLkIAHFP+cU6C1MKzXZFVZxek55I\\nuxncBavWzA+OmyWsdtXaaKymtbMYpEp2lmrJWp6BHdMMcR+hbV8SF8EldHeGpYoU\\njhF1dnkDe89gexlYt6dJe7lfU8eXn2qrZWor3izSXkYd1ZayFONH2x20S1MyoAeE\\n07TGt8D/9974B9/9WNZyR03Tv2Y/znkXhduntSbgI0lslTu2o2glMBxXMTLSweZg\\nN3uQIg5eNCqdwyj4rfL7TvnR04FaL2A5EuMBAP/NZdBWIoy2OIVaPKOsLdB/3K09\\nazC8QcBgenRN1EWX0qrU1VeFl5hB98QuOXIopxe67eEWnjJioiPCz7ZC4STH0jc=\\n=j8OR\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree f4dfbde08baca4399784af7359b7fdc9acc97c1f\\nparent 1ce31fc9e2805034578eff60a269c02176f03252\\nparent 2d38d3313229fdc5f8aa00052a2db21b35be3d2d\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1665737257 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1665737257 +0100\\n\\nMerge pull request #318 from ANHIG/3500\\n\\nhla.dat file for IPD-IMGT/HLA Release 3.50.0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e941759874365cb152a3562c22d10847d10db326</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e941759874365cb152a3562c22d10847d10db326</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e941759874365cb152a3562c22d10847d10db326/comments</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>1ce31fc9e2805034578eff60a269c02176f03252</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1ce31fc9e2805034578eff60a269c02176f03252</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1ce31fc9e2805034578eff60a269c02176f03252</td>\n",
+       "      <td>2d38d3313229fdc5f8aa00052a2db21b35be3d2d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2d38d3313229fdc5f8aa00052a2db21b35be3d2d</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2d38d3313229fdc5f8aa00052a2db21b35be3d2d</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>681</th>\n",
+       "      <td>53d99caa258f7ebd5af5a5d6f7b131f76059535e</td>\n",
+       "      <td>C_kwDOAXZz6NoAKDUzZDk5Y2FhMjU4ZjdlYmQ1YWY1YTVkNmY3YjEzMWY3NjA1OTUzNWU</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2022-10-20T15:46:42Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2022-10-20T15:46:42Z</td>\n",
+       "      <td>Update sample flatfile to display ID line</td>\n",
+       "      <td>ec5e05405db4963ee9b10c857e38ec3f44d18764</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/ec5e05405db4963ee9b10c857e38ec3f44d18764</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/53d99caa258f7ebd5af5a5d6f7b131f76059535e</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjUW1iCRBK7hj4Ov3rIwAA4ScIADZFETi/bOEYw/LbdIafxq1l\\nlZuRbI1rnaAgyPyYFBJ3ozzjfEl+jeuKaT0WS9QquXX7X/0Q9RClL0hNQiKNNTqL\\nu2EuG8VcvLHpK+TpFuqbUgRic5C+43FTqWxwdy8IyhNoH9Jj/mV/TBw1vrHIVECV\\nQ1Ez0W246BfMVgfJfNmdzkemOKXeQ2+ZrWABcnz2KfOiZ9k1C2DDvOzjow+ehvp6\\n6aFosJeX3uuNxQSQ6VzL16A8t4KewUhv/DFy2nXzcJC+B0O9EdPJ/Qjx9TFtblfp\\ndaCfjdq+A0IkevtM6NHlt5kp9Sxjmfk+JDUzXsGRZaHxdpLo/i8r6rcqmHYzZ80=\\n=Qfs6\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree ec5e05405db4963ee9b10c857e38ec3f44d18764\\nparent 1d50edc746506c55aa9f5dc2fff61a2e4bb25a0e\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1666280802 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1666280802 +0100\\n\\nUpdate sample flatfile to display ID line</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/53d99caa258f7ebd5af5a5d6f7b131f76059535e</td>\n",
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+       "      <td>https://github.com/dominicbarkerAN</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
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+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2022-10-20T15:47:05Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2022-10-20T15:47:05Z</td>\n",
+       "      <td>Update sample flatfile to display ID line</td>\n",
+       "      <td>f451b99c69b28981884130084bfeb9e872b4e9a1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/f451b99c69b28981884130084bfeb9e872b4e9a1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/3a77d014a3ccdebd07f5acee3031a269bfaafdb8</td>\n",
+       "      <td>0</td>\n",
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+       "      <td>valid</td>\n",
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+       "      <td>tree f451b99c69b28981884130084bfeb9e872b4e9a1\\nparent 25ca5b9aeaad82db223c11bc058ba2b66ca996bb\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1666280825 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1666280825 +0100\\n\\nUpdate sample flatfile to display ID line</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3a77d014a3ccdebd07f5acee3031a269bfaafdb8</td>\n",
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+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/25ca5b9aeaad82db223c11bc058ba2b66ca996bb</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
+       "    </tr>\n",
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+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2022-10-21T08:37:33Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2022-10-21T08:37:33Z</td>\n",
+       "      <td>Update Manual.md</td>\n",
+       "      <td>7e408b93f161a56eabed6413339eea7e464f29ea</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/7e408b93f161a56eabed6413339eea7e464f29ea</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/534a03ffc9ac4a47ee1b33ce7ebaed834004b474</td>\n",
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+       "      <td>https://github.com/dominicbarkerAN</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>63bd2a16920933caed1bcc2489913ad1a52d9c55</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
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+       "      <td>2022-10-21T08:37:58Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2022-10-21T08:37:58Z</td>\n",
+       "      <td>Update Manual.md</td>\n",
+       "      <td>f658c328f504b22fe5c410d8097eab7f464ff8cc</td>\n",
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+       "      <td>0</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>e5198e0f0cb97456678856a60a13e87581e39966</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e5198e0f0cb97456678856a60a13e87581e39966</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e5198e0f0cb97456678856a60a13e87581e39966</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>685</th>\n",
+       "      <td>e84ba6be7c44abb06ebada02d4323c9a8f6b5436</td>\n",
+       "      <td>C_kwDOAXZz6NoAKGU4NGJhNmJlN2M0NGFiYjA2ZWJhZGEwMmQ0MzIzYzlhOGY2YjU0MzY</td>\n",
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+       "      <td>2022-10-21T08:38:17Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2022-10-21T08:38:17Z</td>\n",
+       "      <td>Update Manual.md</td>\n",
+       "      <td>c7dce1291c8da0efd4ed6336c4051cd89b21762f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/c7dce1291c8da0efd4ed6336c4051cd89b21762f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/e84ba6be7c44abb06ebada02d4323c9a8f6b5436</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
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+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
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+       "      <td>web-flow</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>ce483229eac6fd693d73cd96c0c14a898b0ee257</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ce483229eac6fd693d73cd96c0c14a898b0ee257</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ce483229eac6fd693d73cd96c0c14a898b0ee257</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>686</th>\n",
+       "      <td>46c22746f74564f5715d4833907bfa08865c565d</td>\n",
+       "      <td>C_kwDOAXZz6NoAKDQ2YzIyNzQ2Zjc0NTY0ZjU3MTVkNDgzMzkwN2JmYTA4ODY1YzU2NWQ</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2022-10-21T08:38:32Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2022-10-21T08:38:32Z</td>\n",
+       "      <td>Update Manual.md</td>\n",
+       "      <td>be6945f2546f30cca345ec49ea064a3bb1eaca89</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/be6945f2546f30cca345ec49ea064a3bb1eaca89</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/46c22746f74564f5715d4833907bfa08865c565d</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjUlqICRBK7hj4Ov3rIwAAQA8IAEg+fRgLhiC4rrqztJ5rPO74\\nuK8k+CubKt1+mxIXA6aKwzJ/r/WHS/Mmu2ta0klwrRRA4Jo6ByMKAVq2qE7vpUiu\\nKJ+6m6EvDJBUZj8mOXW3nW1y1u1HKHebzy+aTsd/+TpJsbj1iWdeb39LxnohCvg+\\n9PFlPUL9aO0NZAnho1N5K5z+L4dIWUmOUUyfeqicVH2PwIM4yvfTI3tPAT+T5kGV\\n0vNGKBkF7Vd3Tz76PCSQjLB9FH/EvWCZuY21c1ajjqJqmWAVB4cKuIeZ6wcMYGts\\nBWbiX07maLSOJwJGRkXUMxPgrDqM7YUfoO/hFZNMVtbzjvskboAEJ/074myze9g=\\n=HMJJ\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree be6945f2546f30cca345ec49ea064a3bb1eaca89\\nparent 870e39341592de0113c530f471098490a246ac24\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1666341512 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1666341512 +0100\\n\\nUpdate Manual.md</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/46c22746f74564f5715d4833907bfa08865c565d</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/46c22746f74564f5715d4833907bfa08865c565d</td>\n",
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+       "      <td>dominicbarkerAN</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
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+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>870e39341592de0113c530f471098490a246ac24</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/870e39341592de0113c530f471098490a246ac24</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/870e39341592de0113c530f471098490a246ac24</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>687</th>\n",
+       "      <td>38214e0695d3dfdf5e01f3ec0c99bbf922464b7b</td>\n",
+       "      <td>C_kwDOAXZz6NoAKDM4MjE0ZTA2OTVkM2RmZGY1ZTAxZjNlYzBjOTliYmY5MjI0NjRiN2I</td>\n",
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+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2022-10-21T08:38:50Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2022-10-21T08:38:50Z</td>\n",
+       "      <td>Update Manual.md</td>\n",
+       "      <td>e90e4d54ac971a4226f1957bf1a568582a36aef5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/e90e4d54ac971a4226f1957bf1a568582a36aef5</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/38214e0695d3dfdf5e01f3ec0c99bbf922464b7b</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjUlqaCRBK7hj4Ov3rIwAArYAIABJOrJMXcLWIlXA6J+fWTjz+\\nIV/UqXpTSZkRZcObxl+f/LjS5+Fi9e3dAqnNNlN+GWemPc9vrYbQp2ccrB+Zcaov\\ntmBEJsY+e7qpco8AxcSOtvIk5hULd4uyHPkjxhndU5VKFINWXCCVV9KQC4Sm436+\\nm9kbbLe+zDuGJZZvsAs/b8T9cl1kbhWUpseN1tnERreNsjt2xPrmcVQG2epBYfzG\\n7goDvAz+g5w0kB4G6NyVfArG27K78ieXJKWaCww1INx9Pumu1np9QnHEYukH6OJj\\nXUKZh0fRRDaOEu/B4NK2eebNT1uOuGAW601yImgJSFHn/Hh6yHwZE0Xp9tFBcKY=\\n=Udhx\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree e90e4d54ac971a4226f1957bf1a568582a36aef5\\nparent 58e40f66297b220958bcf09c6f92009ba6422e3a\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1666341530 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1666341530 +0100\\n\\nUpdate Manual.md</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/38214e0695d3dfdf5e01f3ec0c99bbf922464b7b</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/38214e0695d3dfdf5e01f3ec0c99bbf922464b7b</td>\n",
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+       "      <td>dominicbarkerAN</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>58e40f66297b220958bcf09c6f92009ba6422e3a</td>\n",
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+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/58e40f66297b220958bcf09c6f92009ba6422e3a</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>688</th>\n",
+       "      <td>88b9118d4dfac0d85afb3a12c2f8f8f757f9b81e</td>\n",
+       "      <td>C_kwDOAXZz6NoAKDg4YjkxMThkNGRmYWMwZDg1YWZiM2ExMmMyZjhmOGY3NTdmOWI4MWU</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2022-10-21T08:39:05Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2022-10-21T08:39:05Z</td>\n",
+       "      <td>Update Manual.md</td>\n",
+       "      <td>63b8c4c64dbd1e955a5886e04291ac7f20510148</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/63b8c4c64dbd1e955a5886e04291ac7f20510148</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
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+       "      <td>NaN</td>\n",
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+       "      <td>2022-10-21T08:41:16Z</td>\n",
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+       "      <td>noreply@github.com</td>\n",
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+       "      <td>73fe4a867bcd73c032784568be46888b3d05d147</td>\n",
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+       "    </tr>\n",
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+       "      <td>Update Manual.md</td>\n",
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+       "      <td>NaN</td>\n",
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+       "    </tr>\n",
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+       "      <td>Update Manual.md</td>\n",
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+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2022-10-21T08:43:02Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2022-10-21T08:43:02Z</td>\n",
+       "      <td>Update Manual.md</td>\n",
+       "      <td>e25b42fdccdb8d999f8168c72f656f85b8d4ebaa</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/e25b42fdccdb8d999f8168c72f656f85b8d4ebaa</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ff9e083e75b24a17f6f8b94b223dc7cd67520e10</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
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+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>ee9eefb21f878da18c72bdc04b31d6ec5d8ade06</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ee9eefb21f878da18c72bdc04b31d6ec5d8ade06</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ee9eefb21f878da18c72bdc04b31d6ec5d8ade06</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
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+       "      <td>dominicbarkerAN</td>\n",
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+       "      <td>2022-10-21T08:43:59Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2022-10-21T08:43:59Z</td>\n",
+       "      <td>Update Manual.md</td>\n",
+       "      <td>b58dd7dd6de8fc952130d0e4ad0d59042b76db97</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/b58dd7dd6de8fc952130d0e4ad0d59042b76db97</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ca9422949acac3495dc385af56e9778a720578fa</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
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+       "      <td>tree b58dd7dd6de8fc952130d0e4ad0d59042b76db97\\nparent 352813601073bcdc3d5eb08d1be07be904276a9a\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1666341839 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1666341839 +0100\\n\\nUpdate Manual.md</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ca9422949acac3495dc385af56e9778a720578fa</td>\n",
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+       "      <td>https://github.com/dominicbarkerAN</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
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+       "    </tr>\n",
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+       "      <td>2022-10-21T08:44:18Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2022-10-21T08:44:18Z</td>\n",
+       "      <td>Update Manual.md</td>\n",
+       "      <td>42e2ecf14b94827129e447c4fd83c35ca6253549</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/42e2ecf14b94827129e447c4fd83c35ca6253549</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
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+       "      <td>tree 42e2ecf14b94827129e447c4fd83c35ca6253549\\nparent 48d6ec6a0fb4cbb8bc4231f10509fe5ec4e8e2c2\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1666341858 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1666341858 +0100\\n\\nUpdate Manual.md</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3a36f8cd57c7f0a7ba5f319dec03e82f42195e3d</td>\n",
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+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>48d6ec6a0fb4cbb8bc4231f10509fe5ec4e8e2c2</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>698</th>\n",
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+       "      <td>2022-10-21T08:44:32Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2022-10-21T08:44:32Z</td>\n",
+       "      <td>Update Manual.md</td>\n",
+       "      <td>fd8d1e21f44ecb6c1ed23734906cf84bad4d7328</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/fd8d1e21f44ecb6c1ed23734906cf84bad4d7328</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
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+       "      <td>NaN</td>\n",
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+       "      <td>2022-11-18T10:29:18Z</td>\n",
+       "      <td>Dominic Barker</td>\n",
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+       "      <td>2022-11-18T10:29:18Z</td>\n",
+       "      <td>Correction of md5checksum.txt with latest 3.49.0 commit.</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
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+       "      <td>36220a1c5c2d6954f4873a552544cc0e55b61d0a</td>\n",
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+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2022-12-14T10:02:28Z</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominic.barker@anthonynolan.org</td>\n",
+       "      <td>2022-12-14T10:02:28Z</td>\n",
+       "      <td>Corrected missing date and version field in Allelelist_history.txt</td>\n",
+       "      <td>79545a4b3e76dc1654e4806b9c61028037edd65a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/79545a4b3e76dc1654e4806b9c61028037edd65a</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/36220a1c5c2d6954f4873a552544cc0e55b61d0a</td>\n",
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+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2d38d3313229fdc5f8aa00052a2db21b35be3d2d</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>703</th>\n",
+       "      <td>50b790037030d958b662085c3f4cf34ba72a32ec</td>\n",
+       "      <td>C_kwDOAXZz6NoAKDUwYjc5MDAzNzAzMGQ5NThiNjYyMDg1YzNmNGNmMzRiYTcyYTMyZWM</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2022-12-14T10:02:54Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2022-12-14T10:02:54Z</td>\n",
+       "      <td>Merge pull request #323 from ANHIG/3500\\n\\nCorrected missing date and version field in Allelelist_history.txt</td>\n",
+       "      <td>79545a4b3e76dc1654e4806b9c61028037edd65a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/79545a4b3e76dc1654e4806b9c61028037edd65a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/50b790037030d958b662085c3f4cf34ba72a32ec</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
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+       "      <td>False</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e941759874365cb152a3562c22d10847d10db326</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e941759874365cb152a3562c22d10847d10db326</td>\n",
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+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/36220a1c5c2d6954f4873a552544cc0e55b61d0a</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>704</th>\n",
+       "      <td>4486f5c623705c6a14d9eeaba7d155cff30cdb43</td>\n",
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+       "      <td>michaelcooperAN</td>\n",
+       "      <td>michael.cooper@anthonynolan.org</td>\n",
+       "      <td>2023-01-12T14:36:43Z</td>\n",
+       "      <td>michaelcooperAN</td>\n",
+       "      <td>michael.cooper@anthonynolan.org</td>\n",
+       "      <td>2023-01-12T14:36:43Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.51.0\\n\\nUpdates for 3.51.0</td>\n",
+       "      <td>886ceac78ec81c4aa95833f98134c2e39b16030d</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4486f5c623705c6a14d9eeaba7d155cff30cdb43</td>\n",
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+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/50b790037030d958b662085c3f4cf34ba72a32ec</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>705</th>\n",
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+       "      <td>michaelcooperAN</td>\n",
+       "      <td>michael.cooper@anthonynolan.org</td>\n",
+       "      <td>2023-01-12T14:47:00Z</td>\n",
+       "      <td>michaelcooperAN</td>\n",
+       "      <td>michael.cooper@anthonynolan.org</td>\n",
+       "      <td>2023-01-12T14:47:00Z</td>\n",
+       "      <td>IPD-IMGT/HLA Database Release 3.51.0\\n\\nUpdated the ihiw folder for 3.51.0</td>\n",
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+       "      <td>unsigned</td>\n",
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+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4486f5c623705c6a14d9eeaba7d155cff30cdb43</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
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+       "      <td>5f2c562056f8ffa89aeea0631f2a52300ee0de17</td>\n",
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+       "      <td>55495425+michaelcooperAN@users.noreply.github.com</td>\n",
+       "      <td>2023-01-13T10:04:48Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2023-01-13T10:04:48Z</td>\n",
+       "      <td>Merge pull request #325 from ANHIG/3510\\n\\n3510</td>\n",
+       "      <td>0324b28ec83620104d62eff785beb9557dbad4bd</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/0324b28ec83620104d62eff785beb9557dbad4bd</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/5f2c562056f8ffa89aeea0631f2a52300ee0de17</td>\n",
+       "      <td>0</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5f2c562056f8ffa89aeea0631f2a52300ee0de17</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>50b790037030d958b662085c3f4cf34ba72a32ec</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/50b790037030d958b662085c3f4cf34ba72a32ec</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/50b790037030d958b662085c3f4cf34ba72a32ec</td>\n",
+       "      <td>4b8432c7d56121c84d6ef1d75a1c7185c628c13d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4b8432c7d56121c84d6ef1d75a1c7185c628c13d</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4b8432c7d56121c84d6ef1d75a1c7185c628c13d</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
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+       "      <td>def376dc6955b339b17f0a4b840e80eb6b9c744b</td>\n",
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+       "      <td>xenia.georgiou@anthonynolan.org</td>\n",
+       "      <td>2023-04-17T16:01:01Z</td>\n",
+       "      <td>xeniageorgiouAN</td>\n",
+       "      <td>xenia.georgiou@anthonynolan.org</td>\n",
+       "      <td>2023-04-17T16:01:01Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.52.0</td>\n",
+       "      <td>e9ffca9666e355b1285a0c6a42951f6a28ea7f90</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/e9ffca9666e355b1285a0c6a42951f6a28ea7f90</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/def376dc6955b339b17f0a4b840e80eb6b9c744b</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/def376dc6955b339b17f0a4b840e80eb6b9c744b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/def376dc6955b339b17f0a4b840e80eb6b9c744b/comments</td>\n",
+       "      <td>xeniageorgiouAN</td>\n",
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+       "      <td>https://github.com/xeniageorgiouAN</td>\n",
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+       "      <td>https://api.github.com/users/xeniageorgiouAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
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+       "      <td>https://github.com/xeniageorgiouAN</td>\n",
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+       "      <td>https://api.github.com/users/xeniageorgiouAN/received_events</td>\n",
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+       "      <td>False</td>\n",
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+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5f2c562056f8ffa89aeea0631f2a52300ee0de17</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>708</th>\n",
+       "      <td>38398a75e9762ff070d8e9bd714d074332646cd7</td>\n",
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+       "      <td>xeniageorgiouAN</td>\n",
+       "      <td>xenia.georgiou@anthonynolan.org</td>\n",
+       "      <td>2023-04-17T16:03:52Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2023-04-17T16:03:52Z</td>\n",
+       "      <td>Merge pull request #334 from ANHIG/3520\\n\\nIPD-IMGT/HLA Release 3.52.0</td>\n",
+       "      <td>e9ffca9666e355b1285a0c6a42951f6a28ea7f90</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/38398a75e9762ff070d8e9bd714d074332646cd7</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
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+       "      <td>tree e9ffca9666e355b1285a0c6a42951f6a28ea7f90\\nparent 5f2c562056f8ffa89aeea0631f2a52300ee0de17\\nparent def376dc6955b339b17f0a4b840e80eb6b9c744b\\nauthor xeniageorgiouAN &lt;xenia.georgiou@anthonynolan.org&gt; 1681747432 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1681747432 +0100\\n\\nMerge pull request #334 from ANHIG/3520\\n\\nIPD-IMGT/HLA Release 3.52.0</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/38398a75e9762ff070d8e9bd714d074332646cd7</td>\n",
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+       "      <td>https://api.github.com/users/xeniageorgiouAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>5f2c562056f8ffa89aeea0631f2a52300ee0de17</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5f2c562056f8ffa89aeea0631f2a52300ee0de17</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5f2c562056f8ffa89aeea0631f2a52300ee0de17</td>\n",
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+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/def376dc6955b339b17f0a4b840e80eb6b9c744b</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>709</th>\n",
+       "      <td>62945381d236dcdb2770daf1fa861b216b99635c</td>\n",
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+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2023-05-25T11:20:51Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2023-05-25T11:20:51Z</td>\n",
+       "      <td>Corrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt</td>\n",
+       "      <td>c28397936e9a8e37c3907ecb4d9dc27aab805b90</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/c28397936e9a8e37c3907ecb4d9dc27aab805b90</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/62945381d236dcdb2770daf1fa861b216b99635c</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJkb0SUCRBK7hj4Ov3rIwAATFsIAEbRtadyt5VMMmWIdBTTW41k\\nHx1bUNHNX4yUaT54oKCwFR3hAyufTXEarxs3vZd1Fw1zJO18HDp0YoYmvUIeNkrv\\nWof0wK8/fGHQMzeb7HnBLkqDKfJLQwrTdqYjGaq5iw07clBcRimtJZ+t5EZfET1k\\nJPnokF8g8vJ1XhzYexyeTPydrTh9SxkcTg9K7SqMVFzxSOYqRnYQj6GGxhdwA/rc\\nK1mSpkErC0ZjQUqLh/q4NULIEHpiBjJoFWSjZ6qvG82MRUJWv/GvZ+2XlIVweVYi\\naMniPKu9LL/aKD3WBS/6WIoi5x15hsJfxM1Hu8Vu/RAwdSakrOBHplIGvzL5e4I=\\n=U2K8\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree c28397936e9a8e37c3907ecb4d9dc27aab805b90\\nparent def376dc6955b339b17f0a4b840e80eb6b9c744b\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1685013651 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1685013651 +0100\\n\\nCorrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/62945381d236dcdb2770daf1fa861b216b99635c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/62945381d236dcdb2770daf1fa861b216b99635c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/62945381d236dcdb2770daf1fa861b216b99635c/comments</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>def376dc6955b339b17f0a4b840e80eb6b9c744b</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/def376dc6955b339b17f0a4b840e80eb6b9c744b</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/def376dc6955b339b17f0a4b840e80eb6b9c744b</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>710</th>\n",
+       "      <td>637f309a74dfb60eca09e5d45826a0f51d5a0bcd</td>\n",
+       "      <td>C_kwDOAXZz6NoAKDYzN2YzMDlhNzRkZmI2MGVjYTA5ZTVkNDU4MjZhMGY1MWQ1YTBiY2Q</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2023-05-25T11:22:49Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2023-05-25T11:22:49Z</td>\n",
+       "      <td>Corrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt</td>\n",
+       "      <td>782c7515b6eb73a17f9af9447ee60d361535f332</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/782c7515b6eb73a17f9af9447ee60d361535f332</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/637f309a74dfb60eca09e5d45826a0f51d5a0bcd</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJkb0UJCRBK7hj4Ov3rIwAAzCIIALBuM/3RcP+MI3ofBXRTcnCl\\nRX0PXtg2Jjlg9oe6WkUWnjBmWQ1cNQRKsg4UEqXEl8RfQl+42fCbwlhVag3tw9pK\\nVaA6EZesDwsGHWm+b9J8/kJSQU2HXGJNtqReyDbh/eIzVv76HY/FCNDYnsblXkNm\\nrqYQwOARB1Bs7JLDKoUlWFWLBNd+Y6wlncT/O1JqiqQn4sQLhbDxgSg2hYhd6+KU\\n8kKZPDjfdLKvFyHJU8uQqVIBsGoRezHvRk1bLVnfW2M2FkBUoBuYZ4ZUdvayepRV\\nhUroXMfwidtzF1owAgh6WFIVcMhcek5QVUWNz3mosvcYuugj+FbEnLdEcbxum54=\\n=9Uj2\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree 782c7515b6eb73a17f9af9447ee60d361535f332\\nparent 4b8432c7d56121c84d6ef1d75a1c7185c628c13d\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1685013769 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1685013769 +0100\\n\\nCorrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/637f309a74dfb60eca09e5d45826a0f51d5a0bcd</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/637f309a74dfb60eca09e5d45826a0f51d5a0bcd</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/637f309a74dfb60eca09e5d45826a0f51d5a0bcd/comments</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>4b8432c7d56121c84d6ef1d75a1c7185c628c13d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4b8432c7d56121c84d6ef1d75a1c7185c628c13d</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4b8432c7d56121c84d6ef1d75a1c7185c628c13d</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>711</th>\n",
+       "      <td>b53f2f70f4fca9f5d637d2562e7bb6d49ca0330c</td>\n",
+       "      <td>C_kwDOAXZz6NoAKGI1M2YyZjcwZjRmY2E5ZjVkNjM3ZDI1NjJlN2JiNmQ0OWNhMDMzMGM</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2023-05-25T11:23:15Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2023-05-25T11:23:15Z</td>\n",
+       "      <td>Corrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt</td>\n",
+       "      <td>a7abb2bd63deff6c3e3afd67febc6426cd9f1919</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/a7abb2bd63deff6c3e3afd67febc6426cd9f1919</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/b53f2f70f4fca9f5d637d2562e7bb6d49ca0330c</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJkb0UjCRBK7hj4Ov3rIwAAbf0IAG9X/OjF74fodKI8HExjaP3R\\nxPANmycBmA02tbCxtC7YSqcTUsDMvwrL5k2H8pSmSPwzbHmTnCzbrYQ08W7qERQv\\np2oz6n2UTRDYNOe1cH1r+206xietkRrwcbWSDIYTyoi0ngvEtKjz1zs6UDTiMbpa\\nqeZCEY/53iIkj603QI+jqqAv+e33tPq7yO/VnngSZnePoG8PiFq9ymoB55EqSmNB\\ns28U22iQ8shr6Ur1DBpO5blJajdAoe2frcDPK5aM7RDW1A1vwYto5wt/XWzNgalY\\nWwJDhZIX5uKtw983fGGgW+O5VwasBwwXuUieG9FlX7YrhXSYyZREbTLdk/V/8Cc=\\n=VP4f\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree a7abb2bd63deff6c3e3afd67febc6426cd9f1919\\nparent 36220a1c5c2d6954f4873a552544cc0e55b61d0a\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1685013795 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1685013795 +0100\\n\\nCorrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b53f2f70f4fca9f5d637d2562e7bb6d49ca0330c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b53f2f70f4fca9f5d637d2562e7bb6d49ca0330c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b53f2f70f4fca9f5d637d2562e7bb6d49ca0330c/comments</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>36220a1c5c2d6954f4873a552544cc0e55b61d0a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/36220a1c5c2d6954f4873a552544cc0e55b61d0a</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/36220a1c5c2d6954f4873a552544cc0e55b61d0a</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>712</th>\n",
+       "      <td>6c2b39ff2e5ecd6ee7a45f6891673b74655f87d4</td>\n",
+       "      <td>C_kwDOAXZz6NoAKDZjMmIzOWZmMmU1ZWNkNmVlN2E0NWY2ODkxNjczYjc0NjU1Zjg3ZDQ</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2023-05-25T11:23:28Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2023-05-25T11:23:28Z</td>\n",
+       "      <td>Update Deleted_alleles.txt</td>\n",
+       "      <td>89e103ad5f61abf9b46726d1b3b98022372fb8ca</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/89e103ad5f61abf9b46726d1b3b98022372fb8ca</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/6c2b39ff2e5ecd6ee7a45f6891673b74655f87d4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJkb0UwCRBK7hj4Ov3rIwAABrQIAKi0Xw7Facw+K/f3+6s9WVYY\\nRzSW+TOZPLEM2UE4upIWxu2QlU9gGCMcrl/aK9FeElQdLSAD605cT1otfTUir/+B\\nhDXGr+mpSaIfawcwrxBeXxNUKojVbAEeCOvzTJBmEuphi3nGfFXGYsW0EZGG376y\\nVTdBkFaNfbvwjUORaNjfjZ1e9/PwMIKvgc7BqwG8guYrpe1CgpbUujAjPCMtArDV\\nc9t8BfURwBSrT8ljSy4BDUi8QfIl9/qs1xiCXyt2xHeff28+FD4U9Be9x2lbOIkD\\nIBRrR4IpEFeCaZOnIDZYrQ7xn5nkb2jCW3XVk1ozQzP2Pki+3ZNV9FY4KW73DwI=\\n=lB7L\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree 89e103ad5f61abf9b46726d1b3b98022372fb8ca\\nparent 6ce2d4bdbdf1228bb8a9783b941637d7a1c0ac78\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1685013808 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1685013808 +0100\\n\\nUpdate Deleted_alleles.txt</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6c2b39ff2e5ecd6ee7a45f6891673b74655f87d4</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6c2b39ff2e5ecd6ee7a45f6891673b74655f87d4</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>6ce2d4bdbdf1228bb8a9783b941637d7a1c0ac78</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6ce2d4bdbdf1228bb8a9783b941637d7a1c0ac78</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6ce2d4bdbdf1228bb8a9783b941637d7a1c0ac78</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
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+       "      <td>2023-05-25T11:24:49Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2023-05-25T11:24:49Z</td>\n",
+       "      <td>Corrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt</td>\n",
+       "      <td>5c5450ad6e75945f8b040038e316d6d54b9e0f66</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/5c5450ad6e75945f8b040038e316d6d54b9e0f66</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/f95ebdfd1409b83b99f2ca799ce159d12e05cda6</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f95ebdfd1409b83b99f2ca799ce159d12e05cda6</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
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+       "      <td>False</td>\n",
+       "      <td>1d084a344c39ea1ec5fdf66575d6cc85fde30d66</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1d084a344c39ea1ec5fdf66575d6cc85fde30d66</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
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+       "      <td>2023-05-25T11:25:07Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2023-05-25T11:25:07Z</td>\n",
+       "      <td>Corrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/68130bd7950bfeaa2d63e6f59f922471dd6c85e1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/1ca9c2be88d9f054d816feb449c4a55a42a6a628</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
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+       "      <td>tree 68130bd7950bfeaa2d63e6f59f922471dd6c85e1\\nparent cac526afe42a99640d287b18521d4f597f758cc7\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1685013907 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1685013907 +0100\\n\\nCorrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
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+       "      <td>web-flow</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>cac526afe42a99640d287b18521d4f597f758cc7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cac526afe42a99640d287b18521d4f597f758cc7</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cac526afe42a99640d287b18521d4f597f758cc7</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
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+       "      <td>5f134ff1fb597dd477a049c92101da9f2a8a902d</td>\n",
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+       "      <td>dominicbarkerAN</td>\n",
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+       "      <td>2023-05-25T11:25:28Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2023-05-25T11:25:28Z</td>\n",
+       "      <td>Corrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt</td>\n",
+       "      <td>f57d9fcef84cb699d67cf9cc2d075f82bc81da85</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/f57d9fcef84cb699d67cf9cc2d075f82bc81da85</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/5f134ff1fb597dd477a049c92101da9f2a8a902d</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
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+       "      <td>tree f57d9fcef84cb699d67cf9cc2d075f82bc81da85\\nparent 3a36f8cd57c7f0a7ba5f319dec03e82f42195e3d\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1685013928 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1685013928 +0100\\n\\nCorrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5f134ff1fb597dd477a049c92101da9f2a8a902d</td>\n",
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+       "      <td>dominicbarkerAN</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
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+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>3a36f8cd57c7f0a7ba5f319dec03e82f42195e3d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3a36f8cd57c7f0a7ba5f319dec03e82f42195e3d</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3a36f8cd57c7f0a7ba5f319dec03e82f42195e3d</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>716</th>\n",
+       "      <td>2771365c419ffdda4748a612489ecc51f45060e8</td>\n",
+       "      <td>C_kwDOAXZz6NoAKDI3NzEzNjVjNDE5ZmZkZGE0NzQ4YTYxMjQ4OWVjYzUxZjQ1MDYwZTg</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2023-05-25T11:25:46Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2023-05-25T11:25:46Z</td>\n",
+       "      <td>Corrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt</td>\n",
+       "      <td>7f09573aee3f202a1424fb8004cd4b446658e774</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/7f09573aee3f202a1424fb8004cd4b446658e774</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/2771365c419ffdda4748a612489ecc51f45060e8</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJkb0W6CRBK7hj4Ov3rIwAA4RYIAIpP685VCzAlnZK4wgBc1VSh\\nkjhHlZXzu5QIHEGEoQ7E40RJuE8u3lpMNEdONMA1byNSNkwa0LzpZrY/01XDd/vQ\\nw34mtlRBaOEVlNhteaPfCCPUhrJJprJZOj7fzXyUCluEYvzzH6xJdgKOOZDrb2xg\\nDe0Ao6VpzdCWF7WqidKqbyD5bMZAuNlH4b2SDkAU4tIQfO9/71rsJxTlF/jU1F5J\\ne9yxEwIhR2nj35oE2bDxo2R/RHplBArPKGxDq0h9eooW0l9VgJYLuGGcffCj2vpH\\ndWgFllFI9qGn6VozGdoXgUxzgL/Ji2dsetOBDqgSiLhFxG37a2vSJYqLVkUpgqM=\\n=j1rm\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree 7f09573aee3f202a1424fb8004cd4b446658e774\\nparent ca9422949acac3495dc385af56e9778a720578fa\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1685013946 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1685013946 +0100\\n\\nCorrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2771365c419ffdda4748a612489ecc51f45060e8</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2771365c419ffdda4748a612489ecc51f45060e8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2771365c419ffdda4748a612489ecc51f45060e8/comments</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>ca9422949acac3495dc385af56e9778a720578fa</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ca9422949acac3495dc385af56e9778a720578fa</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ca9422949acac3495dc385af56e9778a720578fa</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>717</th>\n",
+       "      <td>70b3c643390b8a1e394b5d9cc9ee1f2c6eb1baca</td>\n",
+       "      <td>C_kwDOAXZz6NoAKDcwYjNjNjQzMzkwYjhhMWUzOTRiNWQ5Y2M5ZWUxZjJjNmViMWJhY2E</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2023-05-25T11:27:41Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2023-05-25T11:27:41Z</td>\n",
+       "      <td>Merge pull request #337 from ANHIG/3520\\n\\nCorrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in De…</td>\n",
+       "      <td>c28397936e9a8e37c3907ecb4d9dc27aab805b90</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/c28397936e9a8e37c3907ecb4d9dc27aab805b90</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/70b3c643390b8a1e394b5d9cc9ee1f2c6eb1baca</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJkb0YtCRBK7hj4Ov3rIwAAJDIIAEzFfhOw99Nh6EAEPXYrLuXw\\nWinVIdCkkdFQWWmnPg12RpbpWR1JirOCcE60FXA4vEmvu6dJkpaHzInCJj3WVc72\\npEGONoYrYRmVpF1Lr0XcTRAV7I4bZDFcw13NN18wBdjw3DU8+GSxIXlLoWztahS8\\nCYC1ktbexiv/oA8D/YO0tS0RoT/4JbbcMifGWcx5It6uYJUNpLs5bv4sFw6LiuWo\\n0oiIergb1idzam/S/I0pvX2XfH9HRZLlSe5IIMw521fnNfofCKDS+UiXY7J+cWOp\\nuGzlVBQbS9tlGDxm3Szqm7cMsJ2IiiJQUYK9nDHnQFDlM7EArGW0eaZ8LUoDtdI=\\n=Okwd\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree c28397936e9a8e37c3907ecb4d9dc27aab805b90\\nparent 38398a75e9762ff070d8e9bd714d074332646cd7\\nparent 62945381d236dcdb2770daf1fa861b216b99635c\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1685014061 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1685014061 +0100\\n\\nMerge pull request #337 from ANHIG/3520\\n\\nCorrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in De…</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/70b3c643390b8a1e394b5d9cc9ee1f2c6eb1baca</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/70b3c643390b8a1e394b5d9cc9ee1f2c6eb1baca</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/70b3c643390b8a1e394b5d9cc9ee1f2c6eb1baca/comments</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>38398a75e9762ff070d8e9bd714d074332646cd7</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/38398a75e9762ff070d8e9bd714d074332646cd7</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/38398a75e9762ff070d8e9bd714d074332646cd7</td>\n",
+       "      <td>62945381d236dcdb2770daf1fa861b216b99635c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/62945381d236dcdb2770daf1fa861b216b99635c</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/62945381d236dcdb2770daf1fa861b216b99635c</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>718</th>\n",
+       "      <td>9283ea834c9036298d0ffeec455cb00e80998157</td>\n",
+       "      <td>C_kwDOAXZz6NoAKDkyODNlYTgzNGM5MDM2Mjk4ZDBmZmVlYzQ1NWNiMDBlODA5OTgxNTc</td>\n",
+       "      <td>xeniageorgiouAN</td>\n",
+       "      <td>xenia.georgiou@anthonynolan.org</td>\n",
+       "      <td>2023-07-12T15:01:40Z</td>\n",
+       "      <td>xeniageorgiouAN</td>\n",
+       "      <td>xenia.georgiou@anthonynolan.org</td>\n",
+       "      <td>2023-07-12T15:01:40Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.53.0</td>\n",
+       "      <td>e469a87af741eea72f030c97d1166f3ae74a95f8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/e469a87af741eea72f030c97d1166f3ae74a95f8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/9283ea834c9036298d0ffeec455cb00e80998157</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9283ea834c9036298d0ffeec455cb00e80998157</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9283ea834c9036298d0ffeec455cb00e80998157</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9283ea834c9036298d0ffeec455cb00e80998157/comments</td>\n",
+       "      <td>xeniageorgiouAN</td>\n",
+       "      <td>55495460.0</td>\n",
+       "      <td>MDQ6VXNlcjU1NDk1NDYw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/55495460?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/xeniageorgiouAN</td>\n",
+       "      <td>https://github.com/xeniageorgiouAN</td>\n",
+       "      <td>https://api.github.com/users/xeniageorgiouAN/followers</td>\n",
+       "      <td>https://api.github.com/users/xeniageorgiouAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/xeniageorgiouAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/xeniageorgiouAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/xeniageorgiouAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/xeniageorgiouAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/xeniageorgiouAN/repos</td>\n",
+       "      <td>https://api.github.com/users/xeniageorgiouAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/xeniageorgiouAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>xeniageorgiouAN</td>\n",
+       "      <td>55495460.0</td>\n",
+       "      <td>MDQ6VXNlcjU1NDk1NDYw</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/55495460?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/xeniageorgiouAN</td>\n",
+       "      <td>https://github.com/xeniageorgiouAN</td>\n",
+       "      <td>https://api.github.com/users/xeniageorgiouAN/followers</td>\n",
+       "      <td>https://api.github.com/users/xeniageorgiouAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/xeniageorgiouAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/xeniageorgiouAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/xeniageorgiouAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/xeniageorgiouAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/xeniageorgiouAN/repos</td>\n",
+       "      <td>https://api.github.com/users/xeniageorgiouAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/xeniageorgiouAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>70b3c643390b8a1e394b5d9cc9ee1f2c6eb1baca</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/70b3c643390b8a1e394b5d9cc9ee1f2c6eb1baca</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/70b3c643390b8a1e394b5d9cc9ee1f2c6eb1baca</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>719</th>\n",
+       "      <td>257023f6884c7be64f80212d5b7e5b5090074675</td>\n",
+       "      <td>C_kwDOAXZz6NoAKDI1NzAyM2Y2ODg0YzdiZTY0ZjgwMjEyZDViN2U1YjUwOTAwNzQ2NzU</td>\n",
+       "      <td>xeniageorgiouAN</td>\n",
+       "      <td>xenia.georgiou@anthonynolan.org</td>\n",
+       "      <td>2023-07-12T15:07:46Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2023-07-12T15:07:46Z</td>\n",
+       "      <td>Merge pull request #339 from ANHIG/3.53.0\\n\\nIPD-IMGT/HLA Release 3.53.0</td>\n",
+       "      <td>e469a87af741eea72f030c97d1166f3ae74a95f8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/e469a87af741eea72f030c97d1166f3ae74a95f8</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/257023f6884c7be64f80212d5b7e5b5090074675</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
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+       "      <td>2023-08-11T08:29:21Z</td>\n",
+       "      <td>Updated database citation in README.md</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>8bbbfb664b7d9787893860b9b199118363f0d29f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8bbbfb664b7d9787893860b9b199118363f0d29f</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8bbbfb664b7d9787893860b9b199118363f0d29f</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>723</th>\n",
+       "      <td>63dd028fca845a55a065ac75aea5f9079cce065e</td>\n",
+       "      <td>C_kwDOAXZz6NoAKDYzZGQwMjhmY2E4NDVhNTVhMDY1YWM3NWFlYTVmOTA3OWNjZTA2NWU</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2023-08-11T08:29:58Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2023-08-11T08:29:58Z</td>\n",
+       "      <td>Merge pull request #342 from ANHIG/3530\\n\\nUpdated database citation in README.md</td>\n",
+       "      <td>96e236e820933d2858e8023d8500d3c26a146aab</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/96e236e820933d2858e8023d8500d3c26a146aab</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
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+       "      <td>tree 96e236e820933d2858e8023d8500d3c26a146aab\\nparent 359b8c8634db73b939496c53643cc0fae7f22a58\\nparent dd94105b16d0b851349385f7a6366ea63a7ab41f\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1691742598 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1691742598 +0100\\n\\nMerge pull request #342 from ANHIG/3530\\n\\nUpdated database citation in README.md</td>\n",
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+       "      <td>dominicbarkerAN</td>\n",
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+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>359b8c8634db73b939496c53643cc0fae7f22a58</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/359b8c8634db73b939496c53643cc0fae7f22a58</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/359b8c8634db73b939496c53643cc0fae7f22a58</td>\n",
+       "      <td>dd94105b16d0b851349385f7a6366ea63a7ab41f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/dd94105b16d0b851349385f7a6366ea63a7ab41f</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/dd94105b16d0b851349385f7a6366ea63a7ab41f</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>724</th>\n",
+       "      <td>83aa94b540407ccdfcb452c77439b86c543f849d</td>\n",
+       "      <td>C_kwDOAXZz6NoAKDgzYWE5NGI1NDA0MDdjY2RmY2I0NTJjNzc0MzliODZjNTQzZjg0OWQ</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominicbarker@Dominics-MacBook-Pro.local</td>\n",
+       "      <td>2023-08-25T12:40:58Z</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominicbarker@Dominics-MacBook-Pro.local</td>\n",
+       "      <td>2023-08-25T12:40:58Z</td>\n",
+       "      <td>Update to dpb_tce.csv file containing corrections to DPB TCE version 2 assignment</td>\n",
+       "      <td>dda4efc59c2d030e9a42d84936a1a5f24e8f256a</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/83aa94b540407ccdfcb452c77439b86c543f849d</td>\n",
+       "      <td>1</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/83aa94b540407ccdfcb452c77439b86c543f849d</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/83aa94b540407ccdfcb452c77439b86c543f849d</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>dd94105b16d0b851349385f7a6366ea63a7ab41f</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/dd94105b16d0b851349385f7a6366ea63a7ab41f</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/dd94105b16d0b851349385f7a6366ea63a7ab41f</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>725</th>\n",
+       "      <td>a549c5b255da7d988a70cf7f7a2bdb5b1ae5b00a</td>\n",
+       "      <td>C_kwDOAXZz6NoAKGE1NDljNWIyNTVkYTdkOTg4YTcwY2Y3ZjdhMmJkYjViMWFlNWIwMGE</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2023-08-25T12:45:15Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2023-08-25T12:45:15Z</td>\n",
+       "      <td>Merge pull request #345 from ANHIG/3530\\n\\nUpdate to dpb_tce.csv file containing corrections to DPB TCE version …</td>\n",
+       "      <td>dda4efc59c2d030e9a42d84936a1a5f24e8f256a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/dda4efc59c2d030e9a42d84936a1a5f24e8f256a</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/a549c5b255da7d988a70cf7f7a2bdb5b1ae5b00a</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
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+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
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+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>63dd028fca845a55a065ac75aea5f9079cce065e</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/63dd028fca845a55a065ac75aea5f9079cce065e</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/63dd028fca845a55a065ac75aea5f9079cce065e</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/83aa94b540407ccdfcb452c77439b86c543f849d</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/83aa94b540407ccdfcb452c77439b86c543f849d</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>726</th>\n",
+       "      <td>f71eae6423f6fc21208543a100271fb1f3594ca0</td>\n",
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+       "      <td>2023-10-12T10:47:32Z</td>\n",
+       "      <td>michaelcooperAN</td>\n",
+       "      <td>55495425+michaelcooperAN@users.noreply.github.com</td>\n",
+       "      <td>2023-10-12T10:47:32Z</td>\n",
+       "      <td>IMGT/HLA Database Release 3.54.0</td>\n",
+       "      <td>3a16178c0514ad71913a582bfdd88556652f93e3</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f71eae6423f6fc21208543a100271fb1f3594ca0</td>\n",
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+       "      <td>michaelcooperAN</td>\n",
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+       "      <td>https://api.github.com/users/michaelcooperAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/michaelcooperAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/michaelcooperAN/starred{/owner}{/repo}</td>\n",
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+       "      <td>https://api.github.com/users/michaelcooperAN/orgs</td>\n",
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+       "      <td>https://api.github.com/users/michaelcooperAN/received_events</td>\n",
+       "      <td>User</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/522c1fdd2b79fa7caa628ec48f6654342cb77045</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/522c1fdd2b79fa7caa628ec48f6654342cb77045</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
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+       "      <td>9269ebc7d683892d200250d1cb9b50e65775adf1</td>\n",
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+       "      <td>2024-01-16T14:43:17Z</td>\n",
+       "      <td>michaelcooperAN</td>\n",
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+       "      <td>2024-01-16T14:43:17Z</td>\n",
+       "      <td>IPD-IMGT/HLA Release 3.55.0</td>\n",
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+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9269ebc7d683892d200250d1cb9b50e65775adf1</td>\n",
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+       "      <td></td>\n",
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+       "      <td>https://github.com/michaelcooperAN</td>\n",
+       "      <td>https://api.github.com/users/michaelcooperAN/followers</td>\n",
+       "      <td>https://api.github.com/users/michaelcooperAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/michaelcooperAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/michaelcooperAN/starred{/owner}{/repo}</td>\n",
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+       "      <td>https://api.github.com/users/michaelcooperAN/followers</td>\n",
+       "      <td>https://api.github.com/users/michaelcooperAN/following{/other_user}</td>\n",
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+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3a6d8e08813657a8ce3681fc9381e17e0c476441</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3a6d8e08813657a8ce3681fc9381e17e0c476441</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
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+       "      <td>976810404a63f0f005190d8183450534f4c631df</td>\n",
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+       "      <td>michaelcooperAN</td>\n",
+       "      <td>55495425+michaelcooperAN@users.noreply.github.com</td>\n",
+       "      <td>2024-01-16T15:41:14Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2024-01-16T15:41:14Z</td>\n",
+       "      <td>Merge pull request #357 from ANHIG/3550\\n\\n3550</td>\n",
+       "      <td>f33d0256071f32b24e10958c13e406d2cfd0278c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/f33d0256071f32b24e10958c13e406d2cfd0278c</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/976810404a63f0f005190d8183450534f4c631df</td>\n",
+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
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+       "      <td>https://github.com/michaelcooperAN</td>\n",
+       "      <td>https://api.github.com/users/michaelcooperAN/followers</td>\n",
+       "      <td>https://api.github.com/users/michaelcooperAN/following{/other_user}</td>\n",
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+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9269ebc7d683892d200250d1cb9b50e65775adf1</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>737</th>\n",
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+       "      <td>dominicbarker@Dominics-MacBook-Pro.local</td>\n",
+       "      <td>2024-01-18T11:05:37Z</td>\n",
+       "      <td>Dominic Barker</td>\n",
+       "      <td>dominicbarker@Dominics-MacBook-Pro.local</td>\n",
+       "      <td>2024-01-18T11:05:37Z</td>\n",
+       "      <td>Removal of empty sequence block in A_prot.txt and MICA_prot.txt</td>\n",
+       "      <td>7494ab73a2e3d1c11734e72acc83573cb8feb161</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/7494ab73a2e3d1c11734e72acc83573cb8feb161</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>unsigned</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e4fd1e39a4d9f1da8e7efe4a7f699320e287dcdb</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>9269ebc7d683892d200250d1cb9b50e65775adf1</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9269ebc7d683892d200250d1cb9b50e65775adf1</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9269ebc7d683892d200250d1cb9b50e65775adf1</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>738</th>\n",
+       "      <td>df6ba6f80a2c5f999590f06fced6c4c4ff56b89d</td>\n",
+       "      <td>C_kwDOAXZz6NoAKGRmNmJhNmY4MGEyYzVmOTk5NTkwZjA2ZmNlZDZjNGM0ZmY1NmI4OWQ</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
+       "      <td>2024-01-18T11:06:05Z</td>\n",
+       "      <td>GitHub</td>\n",
+       "      <td>noreply@github.com</td>\n",
+       "      <td>2024-01-18T11:06:05Z</td>\n",
+       "      <td>Merge pull request #359 from ANHIG/3550\\n\\nRemoval of empty sequence block in A_prot.txt and MICA_prot.txt</td>\n",
+       "      <td>7494ab73a2e3d1c11734e72acc83573cb8feb161</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/7494ab73a2e3d1c11734e72acc83573cb8feb161</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>valid</td>\n",
+       "      <td>-----BEGIN PGP SIGNATURE-----\\n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\\n7qOPQ6GW3BKXTipL4obO\\n=K+XP\\n-----END PGP SIGNATURE-----\\n</td>\n",
+       "      <td>tree 7494ab73a2e3d1c11734e72acc83573cb8feb161\\nparent 976810404a63f0f005190d8183450534f4c631df\\nparent e4fd1e39a4d9f1da8e7efe4a7f699320e287dcdb\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1705575965 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1705575965 +0000\\n\\nMerge pull request #359 from ANHIG/3550\\n\\nRemoval of empty sequence block in A_prot.txt and MICA_prot.txt</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/df6ba6f80a2c5f999590f06fced6c4c4ff56b89d</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/df6ba6f80a2c5f999590f06fced6c4c4ff56b89d</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/df6ba6f80a2c5f999590f06fced6c4c4ff56b89d/comments</td>\n",
+       "      <td>dominicbarkerAN</td>\n",
+       "      <td>37367778.0</td>\n",
+       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
+       "      <td>https://github.com/dominicbarkerAN</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>web-flow</td>\n",
+       "      <td>19864447.0</td>\n",
+       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
+       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
+       "      <td></td>\n",
+       "      <td>https://api.github.com/users/web-flow</td>\n",
+       "      <td>https://github.com/web-flow</td>\n",
+       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
+       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
+       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
+       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
+       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
+       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
+       "      <td>User</td>\n",
+       "      <td>False</td>\n",
+       "      <td>976810404a63f0f005190d8183450534f4c631df</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/976810404a63f0f005190d8183450534f4c631df</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/976810404a63f0f005190d8183450534f4c631df</td>\n",
+       "      <td>e4fd1e39a4d9f1da8e7efe4a7f699320e287dcdb</td>\n",
+       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e4fd1e39a4d9f1da8e7efe4a7f699320e287dcdb</td>\n",
+       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e4fd1e39a4d9f1da8e7efe4a7f699320e287dcdb</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
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+       "\n",
+       "                                                                              node_id  \\\n",
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+       "513  MDY6Q29tbWl0MjQ1NDAxMzY6NmZkYWExN2Q5MTgzZDYwZWQ2MDkxOTdhY2RkMThmZWE4NzEwMTkzMQ==   \n",
+       "514  MDY6Q29tbWl0MjQ1NDAxMzY6NTliNWNkYjFkZWUwMjEzNTExMjU2NDU5ZDRmY2RlMTM2NDllZTg4OA==   \n",
+       "515  MDY6Q29tbWl0MjQ1NDAxMzY6YTE5MmMzMDYyMTVmZjY2NTdjNDZjMDZhYzNkOGU0NGZhOGIwYzIzNw==   \n",
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+       "520  MDY6Q29tbWl0MjQ1NDAxMzY6YzQwYTQ4YTkwM2Q1MDExNmU1MzdjMTM1ZTZmODUyOTAwMzQxZGJmOA==   \n",
+       "521  MDY6Q29tbWl0MjQ1NDAxMzY6NTllZDFkNmRmZmNjMjc4N2JmOTc0ZjRlYTY5MDkyYTkwNzJjYzE4NA==   \n",
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+       "523  MDY6Q29tbWl0MjQ1NDAxMzY6NDZhMzhlNGFiYmQyMzkyYzU3MzUwZjAyM2I1Yzg1NTA3MGU0NGNmNw==   \n",
+       "524  MDY6Q29tbWl0MjQ1NDAxMzY6ZGM1NGI1MDAxNWZjZmJiNDk1Mjg3NDg1MjBlMGQ3ZjJiMmZmMmUwOA==   \n",
+       "525  MDY6Q29tbWl0MjQ1NDAxMzY6OWFkNzMzNmZiMWI3YjYzMDczMTBlZmIwMzA4ZjZmNzM2MjEzM2U4Yw==   \n",
+       "526  MDY6Q29tbWl0MjQ1NDAxMzY6ZWU1OTM0YjRmZjAyMGZlMjFjZjU5ZTUxYWU3OGY2MjNmZWQyNTljMA==   \n",
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+       "738             C_kwDOAXZz6NoAKGRmNmJhNmY4MGEyYzVmOTk5NTkwZjA2ZmNlZDZjNGM0ZmY1NmI4OWQ   \n",
+       "\n",
+       "                      commit.author.name  \\\n",
+       "0                         James Robinson   \n",
+       "1                                jrob119   \n",
+       "2                                jrob119   \n",
+       "3                                jrob119   \n",
+       "4                                jrob119   \n",
+       "5                                jrob119   \n",
+       "6                                jrob119   \n",
+       "7                         James Robinson   \n",
+       "8                                jrob119   \n",
+       "9                         James Robinson   \n",
+       "10                        James Robinson   \n",
+       "11                        James Robinson   \n",
+       "12                               jrob119   \n",
+       "13                        James Robinson   \n",
+       "14                               jrob119   \n",
+       "15                        James Robinson   \n",
+       "16                        James Robinson   \n",
+       "17                               jrob119   \n",
+       "18                               jrob119   \n",
+       "19                        James Robinson   \n",
+       "20                               jrob119   \n",
+       "21                               jrob119   \n",
+       "22                        James Robinson   \n",
+       "23                        James Robinson   \n",
+       "24                        James Robinson   \n",
+       "25                        James Robinson   \n",
+       "26                        James Robinson   \n",
+       "27                        James Robinson   \n",
+       "28                        James Robinson   \n",
+       "29                        James Robinson   \n",
+       "30                        James Robinson   \n",
+       "31                        James Robinson   \n",
+       "32                        James Robinson   \n",
+       "33                        James Robinson   \n",
+       "34                        James Robinson   \n",
+       "35                        James Robinson   \n",
+       "36                        James Robinson   \n",
+       "37                        James Robinson   \n",
+       "38                        James Robinson   \n",
+       "39                        James Robinson   \n",
+       "40                        James Robinson   \n",
+       "41                        James Robinson   \n",
+       "42                        James Robinson   \n",
+       "43                        James Robinson   \n",
+       "44                        James Robinson   \n",
+       "45                               jrob119   \n",
+       "46                        James Robinson   \n",
+       "47                               jrob119   \n",
+       "48                        James Robinson   \n",
+       "49                               jrob119   \n",
+       "50                        James Robinson   \n",
+       "51                        James Robinson   \n",
+       "52                        James Robinson   \n",
+       "53                        James Robinson   \n",
+       "54                        James Robinson   \n",
+       "55                        James Robinson   \n",
+       "56                        James Robinson   \n",
+       "57                        James Robinson   \n",
+       "58                        James Robinson   \n",
+       "59                        James Robinson   \n",
+       "60                        James Robinson   \n",
+       "61                        James Robinson   \n",
+       "62                        James Robinson   \n",
+       "63                        James Robinson   \n",
+       "64                        James Robinson   \n",
+       "65                        James Robinson   \n",
+       "66                        James Robinson   \n",
+       "67                        James Robinson   \n",
+       "68                        James Robinson   \n",
+       "69                        James Robinson   \n",
+       "70                        James Robinson   \n",
+       "71                        James Robinson   \n",
+       "72                        James Robinson   \n",
+       "73                        James Robinson   \n",
+       "74                        James Robinson   \n",
+       "75                        James Robinson   \n",
+       "76                        James Robinson   \n",
+       "77                        James Robinson   \n",
+       "78                        James Robinson   \n",
+       "79                        James Robinson   \n",
+       "80                        James Robinson   \n",
+       "81                        James Robinson   \n",
+       "82                        James Robinson   \n",
+       "83                        James Robinson   \n",
+       "84                        James Robinson   \n",
+       "85                        James Robinson   \n",
+       "86                        James Robinson   \n",
+       "87                        James Robinson   \n",
+       "88                        James Robinson   \n",
+       "89                        James Robinson   \n",
+       "90                        James Robinson   \n",
+       "91                        James Robinson   \n",
+       "92                        James Robinson   \n",
+       "93                        James Robinson   \n",
+       "94                        James Robinson   \n",
+       "95                        James Robinson   \n",
+       "96                        James Robinson   \n",
+       "97                        James Robinson   \n",
+       "98                        James Robinson   \n",
+       "99                        James Robinson   \n",
+       "100                       James Robinson   \n",
+       "101                       James Robinson   \n",
+       "102                       James Robinson   \n",
+       "103                       James Robinson   \n",
+       "104                       James Robinson   \n",
+       "105                       James Robinson   \n",
+       "106                       James Robinson   \n",
+       "107                       James Robinson   \n",
+       "108                       James Robinson   \n",
+       "109                       James Robinson   \n",
+       "110                       James Robinson   \n",
+       "111                       James Robinson   \n",
+       "112                       James Robinson   \n",
+       "113                       James Robinson   \n",
+       "114                       James Robinson   \n",
+       "115                       James Robinson   \n",
+       "116                       James Robinson   \n",
+       "117                       James Robinson   \n",
+       "118                       James Robinson   \n",
+       "119                       James Robinson   \n",
+       "120                       James Robinson   \n",
+       "121                       James Robinson   \n",
+       "122                       James Robinson   \n",
+       "123                       James Robinson   \n",
+       "124                       James Robinson   \n",
+       "125                       James Robinson   \n",
+       "126                       James Robinson   \n",
+       "127                       James Robinson   \n",
+       "128                       James Robinson   \n",
+       "129                       James Robinson   \n",
+       "130                       James Robinson   \n",
+       "131                       James Robinson   \n",
+       "132                       James Robinson   \n",
+       "133                       James Robinson   \n",
+       "134                       James Robinson   \n",
+       "135                       James Robinson   \n",
+       "136                       James Robinson   \n",
+       "137                       James Robinson   \n",
+       "138                       James Robinson   \n",
+       "139                       James Robinson   \n",
+       "140                       James Robinson   \n",
+       "141                              jrob119   \n",
+       "142                       James Robinson   \n",
+       "143                              jrob119   \n",
+       "144                              jrob119   \n",
+       "145                       James Robinson   \n",
+       "146                              jrob119   \n",
+       "147                       James Robinson   \n",
+       "148                       James Robinson   \n",
+       "149                       James Robinson   \n",
+       "150                       James Robinson   \n",
+       "151                       James Robinson   \n",
+       "152                       James Robinson   \n",
+       "153                       James Robinson   \n",
+       "154                              jrob119   \n",
+       "155                       James Robinson   \n",
+       "156                              jrob119   \n",
+       "157                       James Robinson   \n",
+       "158                       James Robinson   \n",
+       "159                              jrob119   \n",
+       "160                       James Robinson   \n",
+       "161                              jrob119   \n",
+       "162                       James Robinson   \n",
+       "163                              jrob119   \n",
+       "164                       James Robinson   \n",
+       "165                       James Robinson   \n",
+       "166                              jrob119   \n",
+       "167                       James Robinson   \n",
+       "168                              jrob119   \n",
+       "169                       James Robinson   \n",
+       "170                              jrob119   \n",
+       "171                       James Robinson   \n",
+       "172                              jrob119   \n",
+       "173                       James Robinson   \n",
+       "174                              jrob119   \n",
+       "175                       James Robinson   \n",
+       "176                              jrob119   \n",
+       "177                              jrob119   \n",
+       "178                       James Robinson   \n",
+       "179                              jrob119   \n",
+       "180  Anthony Nolan HLA Informatics Group   \n",
+       "181  Anthony Nolan HLA Informatics Group   \n",
+       "182  Anthony Nolan HLA Informatics Group   \n",
+       "183                                anhig   \n",
+       "184                                anhig   \n",
+       "185  Anthony Nolan HLA Informatics Group   \n",
+       "186                                anhig   \n",
+       "187  Anthony Nolan HLA Informatics Group   \n",
+       "188                                anhig   \n",
+       "189  Anthony Nolan HLA Informatics Group   \n",
+       "190                                anhig   \n",
+       "191  Anthony Nolan HLA Informatics Group   \n",
+       "192                                anhig   \n",
+       "193  Anthony Nolan HLA Informatics Group   \n",
+       "194                                anhig   \n",
+       "195                                anhig   \n",
+       "196  Anthony Nolan HLA Informatics Group   \n",
+       "197                                anhig   \n",
+       "198  Anthony Nolan HLA Informatics Group   \n",
+       "199                                anhig   \n",
+       "200  Anthony Nolan HLA Informatics Group   \n",
+       "201  Anthony Nolan HLA Informatics Group   \n",
+       "202  Anthony Nolan HLA Informatics Group   \n",
+       "203                                anhig   \n",
+       "204                                anhig   \n",
+       "205  Anthony Nolan HLA Informatics Group   \n",
+       "206                                anhig   \n",
+       "207  Anthony Nolan HLA Informatics Group   \n",
+       "208                                anhig   \n",
+       "209  Anthony Nolan HLA Informatics Group   \n",
+       "210                                anhig   \n",
+       "211  Anthony Nolan HLA Informatics Group   \n",
+       "212                                anhig   \n",
+       "213  Anthony Nolan HLA Informatics Group   \n",
+       "214                                anhig   \n",
+       "215  Anthony Nolan HLA Informatics Group   \n",
+       "216                                anhig   \n",
+       "217  Anthony Nolan HLA Informatics Group   \n",
+       "218                                anhig   \n",
+       "219  Anthony Nolan HLA Informatics Group   \n",
+       "220                                anhig   \n",
+       "221  Anthony Nolan HLA Informatics Group   \n",
+       "222                                anhig   \n",
+       "223                                anhig   \n",
+       "224  Anthony Nolan HLA Informatics Group   \n",
+       "225                                anhig   \n",
+       "226                                anhig   \n",
+       "227  Anthony Nolan HLA Informatics Group   \n",
+       "228                                anhig   \n",
+       "229  Anthony Nolan HLA Informatics Group   \n",
+       "230                                anhig   \n",
+       "231  Anthony Nolan HLA Informatics Group   \n",
+       "232                                anhig   \n",
+       "233  Anthony Nolan HLA Informatics Group   \n",
+       "234  Anthony Nolan HLA Informatics Group   \n",
+       "235  Anthony Nolan HLA Informatics Group   \n",
+       "236                                anhig   \n",
+       "237  Anthony Nolan HLA Informatics Group   \n",
+       "238                                anhig   \n",
+       "239                                anhig   \n",
+       "240                                anhig   \n",
+       "241                                anhig   \n",
+       "242                                anhig   \n",
+       "243  Anthony Nolan HLA Informatics Group   \n",
+       "244                                anhig   \n",
+       "245  Anthony Nolan HLA Informatics Group   \n",
+       "246  Anthony Nolan HLA Informatics Group   \n",
+       "247  Anthony Nolan HLA Informatics Group   \n",
+       "248  Anthony Nolan HLA Informatics Group   \n",
+       "249                                anhig   \n",
+       "250  Anthony Nolan HLA Informatics Group   \n",
+       "251  Anthony Nolan HLA Informatics Group   \n",
+       "252  Anthony Nolan HLA Informatics Group   \n",
+       "253                                anhig   \n",
+       "254  Anthony Nolan HLA Informatics Group   \n",
+       "255                                anhig   \n",
+       "256  Anthony Nolan HLA Informatics Group   \n",
+       "257                                anhig   \n",
+       "258                                anhig   \n",
+       "259                                anhig   \n",
+       "260                                anhig   \n",
+       "261                                anhig   \n",
+       "262                                anhig   \n",
+       "263                                anhig   \n",
+       "264                                anhig   \n",
+       "265                                anhig   \n",
+       "266                                anhig   \n",
+       "267                                anhig   \n",
+       "268                                anhig   \n",
+       "269                                anhig   \n",
+       "270                                anhig   \n",
+       "271                                anhig   \n",
+       "272                                anhig   \n",
+       "273                                anhig   \n",
+       "274                                anhig   \n",
+       "275                                anhig   \n",
+       "276                                anhig   \n",
+       "277                                anhig   \n",
+       "278                                anhig   \n",
+       "279                                anhig   \n",
+       "280                                anhig   \n",
+       "281                                anhig   \n",
+       "282                                anhig   \n",
+       "283                                anhig   \n",
+       "284                                anhig   \n",
+       "285                                anhig   \n",
+       "286                                anhig   \n",
+       "287                                anhig   \n",
+       "288                                anhig   \n",
+       "289  Anthony Nolan HLA Informatics Group   \n",
+       "290                                anhig   \n",
+       "291  Anthony Nolan HLA Informatics Group   \n",
+       "292                                anhig   \n",
+       "293  Anthony Nolan HLA Informatics Group   \n",
+       "294                                anhig   \n",
+       "295  Anthony Nolan HLA Informatics Group   \n",
+       "296                                anhig   \n",
+       "297                                anhig   \n",
+       "298  Anthony Nolan HLA Informatics Group   \n",
+       "299                                anhig   \n",
+       "300  Anthony Nolan HLA Informatics Group   \n",
+       "301                                anhig   \n",
+       "302  Anthony Nolan HLA Informatics Group   \n",
+       "303                                anhig   \n",
+       "304  Anthony Nolan HLA Informatics Group   \n",
+       "305                                anhig   \n",
+       "306                                anhig   \n",
+       "307                                anhig   \n",
+       "308  Anthony Nolan HLA Informatics Group   \n",
+       "309  Anthony Nolan HLA Informatics Group   \n",
+       "310  Anthony Nolan HLA Informatics Group   \n",
+       "311  Anthony Nolan HLA Informatics Group   \n",
+       "312  Anthony Nolan HLA Informatics Group   \n",
+       "313  Anthony Nolan HLA Informatics Group   \n",
+       "314  Anthony Nolan HLA Informatics Group   \n",
+       "315  Anthony Nolan HLA Informatics Group   \n",
+       "316  Anthony Nolan HLA Informatics Group   \n",
+       "317  Anthony Nolan HLA Informatics Group   \n",
+       "318                                anhig   \n",
+       "319  Anthony Nolan HLA Informatics Group   \n",
+       "320                                anhig   \n",
+       "321                                anhig   \n",
+       "322                                anhig   \n",
+       "323  Anthony Nolan HLA Informatics Group   \n",
+       "324                       James Robinson   \n",
+       "325                       James Robinson   \n",
+       "326                       James Robinson   \n",
+       "327                       James Robinson   \n",
+       "328                       James Robinson   \n",
+       "329                       James Robinson   \n",
+       "330                       James Robinson   \n",
+       "331                       James Robinson   \n",
+       "332                       James Robinson   \n",
+       "333                       James Robinson   \n",
+       "334                       James Robinson   \n",
+       "335                       James Robinson   \n",
+       "336                       James Robinson   \n",
+       "337                       James Robinson   \n",
+       "338                       James Robinson   \n",
+       "339                       James Robinson   \n",
+       "340                       James Robinson   \n",
+       "341                       James Robinson   \n",
+       "342                       James Robinson   \n",
+       "343                       James Robinson   \n",
+       "344                       James Robinson   \n",
+       "345                       James Robinson   \n",
+       "346                       James Robinson   \n",
+       "347                       James Robinson   \n",
+       "348                       James Robinson   \n",
+       "349                       James Robinson   \n",
+       "350                       James Robinson   \n",
+       "351                       James Robinson   \n",
+       "352                       James Robinson   \n",
+       "353                       James Robinson   \n",
+       "354                       James Robinson   \n",
+       "355                       James Robinson   \n",
+       "356                       James Robinson   \n",
+       "357                       James Robinson   \n",
+       "358                       James Robinson   \n",
+       "359                       James Robinson   \n",
+       "360                       James Robinson   \n",
+       "361                       James Robinson   \n",
+       "362                       James Robinson   \n",
+       "363                       James Robinson   \n",
+       "364                       James Robinson   \n",
+       "365                       James Robinson   \n",
+       "366                       James Robinson   \n",
+       "367                       James Robinson   \n",
+       "368                       James Robinson   \n",
+       "369                       James Robinson   \n",
+       "370                       James Robinson   \n",
+       "371                       James Robinson   \n",
+       "372                       James Robinson   \n",
+       "373                       James Robinson   \n",
+       "374                       James Robinson   \n",
+       "375                       James Robinson   \n",
+       "376                       James Robinson   \n",
+       "377                       James Robinson   \n",
+       "378                       James Robinson   \n",
+       "379                       James Robinson   \n",
+       "380                       James Robinson   \n",
+       "381                       James Robinson   \n",
+       "382                       James Robinson   \n",
+       "383                       James Robinson   \n",
+       "384                       James Robinson   \n",
+       "385                       Dominic Barker   \n",
+       "386                       James Robinson   \n",
+       "387                       James Robinson   \n",
+       "388                       Dominic Barker   \n",
+       "389                       James Robinson   \n",
+       "390                       James Robinson   \n",
+       "391                       James Robinson   \n",
+       "392                       James Robinson   \n",
+       "393                       James Robinson   \n",
+       "394                       James Robinson   \n",
+       "395                       James Robinson   \n",
+       "396                       James Robinson   \n",
+       "397                       James Robinson   \n",
+       "398                       James Robinson   \n",
+       "399                       James Robinson   \n",
+       "400                       James Robinson   \n",
+       "401                       James Robinson   \n",
+       "402                       James Robinson   \n",
+       "403                       James Robinson   \n",
+       "404                       James Robinson   \n",
+       "405                      dominicbarkerAN   \n",
+       "406                       James Robinson   \n",
+       "407                       James Robinson   \n",
+       "408                       James Robinson   \n",
+       "409                       James Robinson   \n",
+       "410                       James Robinson   \n",
+       "411                       James Robinson   \n",
+       "412                       James Robinson   \n",
+       "413                       James Robinson   \n",
+       "414                       James Robinson   \n",
+       "415                       James Robinson   \n",
+       "416                       James Robinson   \n",
+       "417                       James Robinson   \n",
+       "418                       James Robinson   \n",
+       "419                       James Robinson   \n",
+       "420                       James Robinson   \n",
+       "421                       Dominic Barker   \n",
+       "422                      dominicbarkerAN   \n",
+       "423                       Dominic Barker   \n",
+       "424                      dominicbarkerAN   \n",
+       "425                       Dominic Barker   \n",
+       "426                      dominicbarkerAN   \n",
+       "427                       Dominic Barker   \n",
+       "428                      dominicbarkerAN   \n",
+       "429                       Dominic Barker   \n",
+       "430                      dominicbarkerAN   \n",
+       "431                       Dominic Barker   \n",
+       "432                      dominicbarkerAN   \n",
+       "433                      dominicbarkerAN   \n",
+       "434                       Dominic Barker   \n",
+       "435                      dominicbarkerAN   \n",
+       "436                       James Robinson   \n",
+       "437                       James Robinson   \n",
+       "438                       Dominic Barker   \n",
+       "439                       Dominic Barker   \n",
+       "440                       Dominic Barker   \n",
+       "441                       Dominic Barker   \n",
+       "442                       James Robinson   \n",
+       "443                       James Robinson   \n",
+       "444                       James Robinson   \n",
+       "445                       James Robinson   \n",
+       "446                       James Robinson   \n",
+       "447                       James Robinson   \n",
+       "448                       James Robinson   \n",
+       "449                       Dominic Barker   \n",
+       "450                      dominicbarkerAN   \n",
+       "451                       Dominic Barker   \n",
+       "452                      dominicbarkerAN   \n",
+       "453                       Dominic Barker   \n",
+       "454                       Dominic Barker   \n",
+       "455                      dominicbarkerAN   \n",
+       "456                       Dominic Barker   \n",
+       "457                      dominicbarkerAN   \n",
+       "458                       James Robinson   \n",
+       "459                       James Robinson   \n",
+       "460                       James Robinson   \n",
+       "461                       Dominic Barker   \n",
+       "462                       Dominic Barker   \n",
+       "463                      dominicbarkerAN   \n",
+       "464                       Dominic Barker   \n",
+       "465                      dominicbarkerAN   \n",
+       "466                       Dominic Barker   \n",
+       "467                      dominicbarkerAN   \n",
+       "468                       Dominic Barker   \n",
+       "469                      dominicbarkerAN   \n",
+       "470                       James Robinson   \n",
+       "471                       James Robinson   \n",
+       "472                       James Robinson   \n",
+       "473                       Dominic Barker   \n",
+       "474                       Dominic Barker   \n",
+       "475                      dominicbarkerAN   \n",
+       "476                       Dominic Barker   \n",
+       "477                       Dominic Barker   \n",
+       "478                      dominicbarkerAN   \n",
+       "479                       Dominic Barker   \n",
+       "480                      dominicbarkerAN   \n",
+       "481                       Dominic Barker   \n",
+       "482                       Dominic Barker   \n",
+       "483                      dominicbarkerAN   \n",
+       "484                       James Robinson   \n",
+       "485                       James Robinson   \n",
+       "486                       James Robinson   \n",
+       "487                      dominicbarkerAN   \n",
+       "488                      dominicbarkerAN   \n",
+       "489                      dominicbarkerAN   \n",
+       "490                      dominicbarkerAN   \n",
+       "491                       James Robinson   \n",
+       "492                      dominicbarkerAN   \n",
+       "493                      dominicbarkerAN   \n",
+       "494                      dominicbarkerAN   \n",
+       "495                      dominicbarkerAN   \n",
+       "496                      dominicbarkerAN   \n",
+       "497                       James Robinson   \n",
+       "498                       James Robinson   \n",
+       "499                      dominicbarkerAN   \n",
+       "500                      dominicbarkerAN   \n",
+       "501                      dominicbarkerAN   \n",
+       "502                      dominicbarkerAN   \n",
+       "503                      dominicbarkerAN   \n",
+       "504                      dominicbarkerAN   \n",
+       "505                      dominicbarkerAN   \n",
+       "506                      dominicbarkerAN   \n",
+       "507                      dominicbarkerAN   \n",
+       "508                      dominicbarkerAN   \n",
+       "509                      dominicbarkerAN   \n",
+       "510                      dominicbarkerAN   \n",
+       "511                       James Robinson   \n",
+       "512                       James Robinson   \n",
+       "513                      dominicbarkerAN   \n",
+       "514                      dominicbarkerAN   \n",
+       "515                      dominicbarkerAN   \n",
+       "516                      dominicbarkerAN   \n",
+       "517                       James Robinson   \n",
+       "518                       James Robinson   \n",
+       "519                       James Robinson   \n",
+       "520                       James Robinson   \n",
+       "521                      dominicbarkerAN   \n",
+       "522                      dominicbarkerAN   \n",
+       "523                      dominicbarkerAN   \n",
+       "524                      dominicbarkerAN   \n",
+       "525                      dominicbarkerAN   \n",
+       "526                      dominicbarkerAN   \n",
+       "527                      dominicbarkerAN   \n",
+       "528                      dominicbarkerAN   \n",
+       "529                      dominicbarkerAN   \n",
+       "530                      dominicbarkerAN   \n",
+       "531                      dominicbarkerAN   \n",
+       "532                      dominicbarkerAN   \n",
+       "533                       James Robinson   \n",
+       "534                       James Robinson   \n",
+       "535                      dominicbarkerAN   \n",
+       "536                      dominicbarkerAN   \n",
+       "537                       James Robinson   \n",
+       "538                       James Robinson   \n",
+       "539                       James Robinson   \n",
+       "540                       James Robinson   \n",
+       "541                      dominicbarkerAN   \n",
+       "542                       James Robinson   \n",
+       "543                      dominicbarkerAN   \n",
+       "544                      dominicbarkerAN   \n",
+       "545                      dominicbarkerAN   \n",
+       "546                      dominicbarkerAN   \n",
+       "547                      dominicbarkerAN   \n",
+       "548                      dominicbarkerAN   \n",
+       "549                       James Robinson   \n",
+       "550                       James Robinson   \n",
+       "551                       James Robinson   \n",
+       "552                       James Robinson   \n",
+       "553                       James Robinson   \n",
+       "554                       James Robinson   \n",
+       "555                       James Robinson   \n",
+       "556                       James Robinson   \n",
+       "557                       James Robinson   \n",
+       "558                      dominicbarkerAN   \n",
+       "559                      dominicbarkerAN   \n",
+       "560                       James Robinson   \n",
+       "561                       James Robinson   \n",
+       "562                       James Robinson   \n",
+       "563                       James Robinson   \n",
+       "564                       James Robinson   \n",
+       "565                       James Robinson   \n",
+       "566                       James Robinson   \n",
+       "567                       James Robinson   \n",
+       "568                       James Robinson   \n",
+       "569                       James Robinson   \n",
+       "570                       James Robinson   \n",
+       "571                       James Robinson   \n",
+       "572                       James Robinson   \n",
+       "573                       James Robinson   \n",
+       "574                       James Robinson   \n",
+       "575                       James Robinson   \n",
+       "576                       James Robinson   \n",
+       "577                       James Robinson   \n",
+       "578                       James Robinson   \n",
+       "579                       James Robinson   \n",
+       "580                       James Robinson   \n",
+       "581                       James Robinson   \n",
+       "582                       James Robinson   \n",
+       "583                       James Robinson   \n",
+       "584                       James Robinson   \n",
+       "585                       James Robinson   \n",
+       "586                       James Robinson   \n",
+       "587                       James Robinson   \n",
+       "588                       James Robinson   \n",
+       "589                       James Robinson   \n",
+       "590                       James Robinson   \n",
+       "591                       James Robinson   \n",
+       "592                       James Robinson   \n",
+       "593                       James Robinson   \n",
+       "594                      dominicbarkerAN   \n",
+       "595                      dominicbarkerAN   \n",
+       "596                      dominicbarkerAN   \n",
+       "597                      dominicbarkerAN   \n",
+       "598                      dominicbarkerAN   \n",
+       "599                      dominicbarkerAN   \n",
+       "600                      dominicbarkerAN   \n",
+       "601                      dominicbarkerAN   \n",
+       "602                      dominicbarkerAN   \n",
+       "603                      dominicbarkerAN   \n",
+       "604                      dominicbarkerAN   \n",
+       "605                      dominicbarkerAN   \n",
+       "606                      dominicbarkerAN   \n",
+       "607                      dominicbarkerAN   \n",
+       "608                      dominicbarkerAN   \n",
+       "609                      dominicbarkerAN   \n",
+       "610                      dominicbarkerAN   \n",
+       "611                      dominicbarkerAN   \n",
+       "612                      dominicbarkerAN   \n",
+       "613                       James Robinson   \n",
+       "614                       James Robinson   \n",
+       "615                             ipdadmin   \n",
+       "616                             ipdadmin   \n",
+       "617                             ipdadmin   \n",
+       "618                             ipdadmin   \n",
+       "619                             ipdadmin   \n",
+       "620                             ipdadmin   \n",
+       "621                      dominicbarkerAN   \n",
+       "622                      dominicbarkerAN   \n",
+       "623                      dominicbarkerAN   \n",
+       "624                             ipdadmin   \n",
+       "625                      dominicbarkerAN   \n",
+       "626                      dominicbarkerAN   \n",
+       "627                      dominicbarkerAN   \n",
+       "628                      dominicbarkerAN   \n",
+       "629                      dominicbarkerAN   \n",
+       "630                       Dominic Barker   \n",
+       "631                       Dominic Barker   \n",
+       "632                      dominicbarkerAN   \n",
+       "633                       James Robinson   \n",
+       "634                       James Robinson   \n",
+       "635                       James Robinson   \n",
+       "636                       James Robinson   \n",
+       "637                       James Robinson   \n",
+       "638                       James Robinson   \n",
+       "639                       James Robinson   \n",
+       "640                       James Robinson   \n",
+       "641                      dominicbarkerAN   \n",
+       "642                      dominicbarkerAN   \n",
+       "643                       James Robinson   \n",
+       "644                       James Robinson   \n",
+       "645                      dominicbarkerAN   \n",
+       "646                      dominicbarkerAN   \n",
+       "647                      dominicbarkerAN   \n",
+       "648                       James Robinson   \n",
+       "649                      dominicbarkerAN   \n",
+       "650                      dominicbarkerAN   \n",
+       "651                      dominicbarkerAN   \n",
+       "652                      dominicbarkerAN   \n",
+       "653                      dominicbarkerAN   \n",
+       "654                      dominicbarkerAN   \n",
+       "655                      dominicbarkerAN   \n",
+       "656                       Dominic Barker   \n",
+       "657                      dominicbarkerAN   \n",
+       "658                       Dominic Barker   \n",
+       "659                       Dominic Barker   \n",
+       "660                       Dominic Barker   \n",
+       "661                      dominicbarkerAN   \n",
+       "662                      dominicbarkerAN   \n",
+       "663                      dominicbarkerAN   \n",
+       "664                      dominicbarkerAN   \n",
+       "665                      dominicbarkerAN   \n",
+       "666                      dominicbarkerAN   \n",
+       "667                       Dominic Barker   \n",
+       "668                      dominicbarkerAN   \n",
+       "669                      dominicbarkerAN   \n",
+       "670                      dominicbarkerAN   \n",
+       "671                      dominicbarkerAN   \n",
+       "672                      dominicbarkerAN   \n",
+       "673                      dominicbarkerAN   \n",
+       "674                       Dominic Barker   \n",
+       "675                      dominicbarkerAN   \n",
+       "676                       Dominic Barker   \n",
+       "677                      xeniageorgiouAN   \n",
+       "678                      xeniageorgiouAN   \n",
+       "679                       Dominic Barker   \n",
+       "680                      dominicbarkerAN   \n",
+       "681                      dominicbarkerAN   \n",
+       "682                      dominicbarkerAN   \n",
+       "683                      dominicbarkerAN   \n",
+       "684                      dominicbarkerAN   \n",
+       "685                      dominicbarkerAN   \n",
+       "686                      dominicbarkerAN   \n",
+       "687                      dominicbarkerAN   \n",
+       "688                      dominicbarkerAN   \n",
+       "689                      dominicbarkerAN   \n",
+       "690                      dominicbarkerAN   \n",
+       "691                      dominicbarkerAN   \n",
+       "692                      dominicbarkerAN   \n",
+       "693                      dominicbarkerAN   \n",
+       "694                      dominicbarkerAN   \n",
+       "695                      dominicbarkerAN   \n",
+       "696                      dominicbarkerAN   \n",
+       "697                      dominicbarkerAN   \n",
+       "698                      dominicbarkerAN   \n",
+       "699                      dominicbarkerAN   \n",
+       "700                      dominicbarkerAN   \n",
+       "701                       Dominic Barker   \n",
+       "702                       Dominic Barker   \n",
+       "703                      dominicbarkerAN   \n",
+       "704                      michaelcooperAN   \n",
+       "705                      michaelcooperAN   \n",
+       "706                      michaelcooperAN   \n",
+       "707                      xeniageorgiouAN   \n",
+       "708                      xeniageorgiouAN   \n",
+       "709                      dominicbarkerAN   \n",
+       "710                      dominicbarkerAN   \n",
+       "711                      dominicbarkerAN   \n",
+       "712                      dominicbarkerAN   \n",
+       "713                      dominicbarkerAN   \n",
+       "714                      dominicbarkerAN   \n",
+       "715                      dominicbarkerAN   \n",
+       "716                      dominicbarkerAN   \n",
+       "717                      dominicbarkerAN   \n",
+       "718                      xeniageorgiouAN   \n",
+       "719                      xeniageorgiouAN   \n",
+       "720                      dominicbarkerAN   \n",
+       "721                      dominicbarkerAN   \n",
+       "722                       Dominic Barker   \n",
+       "723                      dominicbarkerAN   \n",
+       "724                       Dominic Barker   \n",
+       "725                      dominicbarkerAN   \n",
+       "726                      michaelcooperAN   \n",
+       "727                      michaelcooperAN   \n",
+       "728                       Dominic Barker   \n",
+       "729                      dominicbarkerAN   \n",
+       "730                       Dominic Barker   \n",
+       "731                      dominicbarkerAN   \n",
+       "732                       Dominic Barker   \n",
+       "733                      dominicbarkerAN   \n",
+       "734                      michaelcooperAN   \n",
+       "735                      michaelcooperAN   \n",
+       "736                      michaelcooperAN   \n",
+       "737                       Dominic Barker   \n",
+       "738                      dominicbarkerAN   \n",
+       "\n",
+       "                                   commit.author.email    commit.author.date  \\\n",
+       "0                      james.robinson@anthonynolan.org  2014-09-27T18:57:55Z   \n",
+       "1                      james.robinson@anthonynolan.org  2014-09-27T18:58:59Z   \n",
+       "2                      james.robinson@anthonynolan.org  2014-09-27T19:00:41Z   \n",
+       "3                      james.robinson@anthonynolan.org  2014-09-27T19:00:51Z   \n",
+       "4                      james.robinson@anthonynolan.org  2014-09-27T19:02:35Z   \n",
+       "5                      james.robinson@anthonynolan.org  2014-09-27T19:03:30Z   \n",
+       "6                      james.robinson@anthonynolan.org  2014-09-27T19:10:12Z   \n",
+       "7                      james.robinson@anthonynolan.org  2014-09-27T19:13:24Z   \n",
+       "8                      james.robinson@anthonynolan.org  2014-09-27T19:18:54Z   \n",
+       "9                      james.robinson@anthonynolan.org  2014-09-27T19:25:48Z   \n",
+       "10                     james.robinson@anthonynolan.org  2014-09-27T19:38:32Z   \n",
+       "11                     james.robinson@anthonynolan.org  2014-09-27T19:53:05Z   \n",
+       "12                     james.robinson@anthonynolan.org  2014-09-27T20:33:03Z   \n",
+       "13                     james.robinson@anthonynolan.org  2014-09-27T20:33:43Z   \n",
+       "14                     james.robinson@anthonynolan.org  2014-09-27T20:47:44Z   \n",
+       "15                     james.robinson@anthonynolan.org  2014-09-27T20:48:52Z   \n",
+       "16                     james.robinson@anthonynolan.org  2014-09-27T20:50:18Z   \n",
+       "17                     james.robinson@anthonynolan.org  2014-09-27T20:56:36Z   \n",
+       "18                     james.robinson@anthonynolan.org  2014-09-27T21:02:10Z   \n",
+       "19                     james.robinson@anthonynolan.org  2014-09-27T21:03:12Z   \n",
+       "20                     james.robinson@anthonynolan.org  2014-09-27T21:04:43Z   \n",
+       "21                     james.robinson@anthonynolan.org  2014-09-27T21:07:01Z   \n",
+       "22                     james.robinson@anthonynolan.org  2014-10-07T13:03:28Z   \n",
+       "23                     james.robinson@anthonynolan.org  2014-10-07T15:11:13Z   \n",
+       "24                     james.robinson@anthonynolan.org  2014-10-10T08:11:43Z   \n",
+       "25                     james.robinson@anthonynolan.org  2014-10-10T08:28:16Z   \n",
+       "26                     james.robinson@anthonynolan.org  2014-10-10T08:38:01Z   \n",
+       "27                     james.robinson@anthonynolan.org  2014-10-10T11:35:52Z   \n",
+       "28                     james.robinson@anthonynolan.org  2014-10-10T12:50:43Z   \n",
+       "29                     james.robinson@anthonynolan.org  2014-10-10T12:57:20Z   \n",
+       "30                     james.robinson@anthonynolan.org  2014-10-13T08:56:00Z   \n",
+       "31                     james.robinson@anthonynolan.org  2014-10-13T08:57:07Z   \n",
+       "32                     james.robinson@anthonynolan.org  2014-10-16T11:06:40Z   \n",
+       "33                     james.robinson@anthonynolan.org  2014-10-16T11:08:12Z   \n",
+       "34                     james.robinson@anthonynolan.org  2014-11-20T12:25:29Z   \n",
+       "35                     james.robinson@anthonynolan.org  2014-11-20T12:26:50Z   \n",
+       "36                     james.robinson@anthonynolan.org  2014-11-20T12:51:26Z   \n",
+       "37                     james.robinson@anthonynolan.org  2014-11-20T12:52:19Z   \n",
+       "38                     james.robinson@anthonynolan.org  2014-11-20T15:56:14Z   \n",
+       "39                     james.robinson@anthonynolan.org  2014-11-20T15:56:43Z   \n",
+       "40                     james.robinson@anthonynolan.org  2014-11-21T10:03:45Z   \n",
+       "41                     james.robinson@anthonynolan.org  2014-11-21T10:04:14Z   \n",
+       "42                     james.robinson@anthonynolan.org  2014-11-27T15:52:04Z   \n",
+       "43                     james.robinson@anthonynolan.org  2014-11-27T15:52:46Z   \n",
+       "44                     james.robinson@anthonynolan.org  2014-12-11T11:30:23Z   \n",
+       "45                     james.robinson@anthonynolan.org  2015-01-17T12:04:07Z   \n",
+       "46                     james.robinson@anthonynolan.org  2015-01-19T10:28:09Z   \n",
+       "47                     james.robinson@anthonynolan.org  2015-01-19T11:57:41Z   \n",
+       "48                     james.robinson@anthonynolan.org  2015-01-19T11:58:44Z   \n",
+       "49                     james.robinson@anthonynolan.org  2015-01-19T12:11:47Z   \n",
+       "50                     james.robinson@anthonynolan.org  2015-01-19T12:15:23Z   \n",
+       "51                     james.robinson@anthonynolan.org  2015-01-22T09:56:07Z   \n",
+       "52                     james.robinson@anthonynolan.org  2015-01-22T09:56:54Z   \n",
+       "53                     james.robinson@anthonynolan.org  2015-01-27T10:21:58Z   \n",
+       "54                     james.robinson@anthonynolan.org  2015-01-27T10:22:26Z   \n",
+       "55                     james.robinson@anthonynolan.org  2015-01-29T14:02:30Z   \n",
+       "56                     james.robinson@anthonynolan.org  2015-01-29T14:04:42Z   \n",
+       "57                     james.robinson@anthonynolan.org  2015-02-12T14:49:21Z   \n",
+       "58                     james.robinson@anthonynolan.org  2015-02-12T14:51:10Z   \n",
+       "59                     james.robinson@anthonynolan.org  2015-02-26T10:08:05Z   \n",
+       "60                     james.robinson@anthonynolan.org  2015-02-26T10:09:36Z   \n",
+       "61                     james.robinson@anthonynolan.org  2015-04-16T09:05:11Z   \n",
+       "62                     james.robinson@anthonynolan.org  2015-04-16T09:08:02Z   \n",
+       "63                     james.robinson@anthonynolan.org  2015-04-16T09:55:20Z   \n",
+       "64                     james.robinson@anthonynolan.org  2015-04-16T09:56:18Z   \n",
+       "65                     james.robinson@anthonynolan.org  2015-04-16T10:24:54Z   \n",
+       "66                     james.robinson@anthonynolan.org  2015-04-16T10:25:29Z   \n",
+       "67                     james.robinson@anthonynolan.org  2015-04-16T10:27:11Z   \n",
+       "68                     james.robinson@anthonynolan.org  2015-04-16T10:27:23Z   \n",
+       "69                     james.robinson@anthonynolan.org  2015-04-16T11:31:19Z   \n",
+       "70                     james.robinson@anthonynolan.org  2015-04-16T11:38:04Z   \n",
+       "71                     james.robinson@anthonynolan.org  2015-04-17T08:26:00Z   \n",
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+       "73                     james.robinson@anthonynolan.org  2015-04-23T08:59:20Z   \n",
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+       "295                    james.robinson@anthonynolan.org  2017-07-26T10:30:22Z   \n",
+       "296                    james.robinson@anthonynolan.org  2017-08-17T14:22:40Z   \n",
+       "297                    james.robinson@anthonynolan.org  2017-08-17T14:40:48Z   \n",
+       "298                    james.robinson@anthonynolan.org  2017-08-17T14:46:14Z   \n",
+       "299                    james.robinson@anthonynolan.org  2017-08-17T15:00:48Z   \n",
+       "300                    james.robinson@anthonynolan.org  2017-08-17T15:03:53Z   \n",
+       "301                    james.robinson@anthonynolan.org  2017-10-26T09:30:35Z   \n",
+       "302                    james.robinson@anthonynolan.org  2017-10-26T09:33:19Z   \n",
+       "303                    james.robinson@anthonynolan.org  2017-11-10T10:15:45Z   \n",
+       "304                    james.robinson@anthonynolan.org  2017-11-10T10:17:18Z   \n",
+       "305                    james.robinson@anthonynolan.org  2017-11-27T14:16:48Z   \n",
+       "306                    james.robinson@anthonynolan.org  2017-11-27T15:53:40Z   \n",
+       "307                    james.robinson@anthonynolan.org  2017-11-27T15:55:46Z   \n",
+       "308                    james.robinson@anthonynolan.org  2017-11-27T19:54:43Z   \n",
+       "309                    james.robinson@anthonynolan.org  2017-11-27T19:56:09Z   \n",
+       "310                    james.robinson@anthonynolan.org  2017-11-29T11:41:25Z   \n",
+       "311                    james.robinson@anthonynolan.org  2017-11-29T11:42:58Z   \n",
+       "312                    james.robinson@anthonynolan.org  2017-11-29T11:44:51Z   \n",
+       "313                    james.robinson@anthonynolan.org  2017-11-29T11:48:04Z   \n",
+       "314                    james.robinson@anthonynolan.org  2017-11-29T11:48:59Z   \n",
+       "315                    james.robinson@anthonynolan.org  2017-11-29T11:50:03Z   \n",
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+       "317                    james.robinson@anthonynolan.org  2017-11-29T11:52:52Z   \n",
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+       "319                    james.robinson@anthonynolan.org  2017-11-30T10:04:18Z   \n",
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+       "322                    james.robinson@anthonynolan.org  2018-01-03T11:34:18Z   \n",
+       "323                    james.robinson@anthonynolan.org  2018-01-03T11:36:08Z   \n",
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+       "326                    james.robinson@anthonynolan.org  2018-01-19T11:23:52Z   \n",
+       "327                   jrob119@users.noreply.github.com  2018-01-19T11:25:09Z   \n",
+       "328                    james.robinson@anthonynolan.org  2018-01-19T11:41:17Z   \n",
+       "329                   jrob119@users.noreply.github.com  2018-01-19T11:42:27Z   \n",
+       "330                    james.robinson@anthonynolan.org  2018-01-19T15:26:18Z   \n",
+       "331                   jrob119@users.noreply.github.com  2018-01-19T15:28:27Z   \n",
+       "332                    james.robinson@anthonynolan.org  2018-01-22T10:16:41Z   \n",
+       "333                   jrob119@users.noreply.github.com  2018-01-22T10:17:33Z   \n",
+       "334                    james.robinson@anthonynolan.org  2018-02-13T10:45:53Z   \n",
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+       "336                   jrob119@users.noreply.github.com  2018-02-13T10:50:02Z   \n",
+       "337                    james.robinson@anthonynolan.org  2018-04-17T15:36:25Z   \n",
+       "338                   jrob119@users.noreply.github.com  2018-04-17T15:38:24Z   \n",
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+       "345                    james.robinson@anthonynolan.org  2018-04-18T14:41:55Z   \n",
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+       "347                   jrob119@users.noreply.github.com  2018-04-18T14:46:25Z   \n",
+       "348                    james.robinson@anthonynolan.org  2018-04-20T14:28:27Z   \n",
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+       "351                   jrob119@users.noreply.github.com  2018-04-20T14:29:38Z   \n",
+       "352                    james.robinson@anthonynolan.org  2018-04-24T14:02:03Z   \n",
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+       "354                    james.robinson@anthonynolan.org  2018-04-24T14:09:53Z   \n",
+       "355                    james.robinson@anthonynolan.org  2018-04-24T14:10:58Z   \n",
+       "356                    james.robinson@anthonynolan.org  2018-04-24T14:12:02Z   \n",
+       "357                    james.robinson@anthonynolan.org  2018-04-24T16:04:58Z   \n",
+       "358                    james.robinson@anthonynolan.org  2018-04-25T10:56:04Z   \n",
+       "359                    james.robinson@anthonynolan.org  2018-04-26T12:36:01Z   \n",
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+       "361                   jrob119@users.noreply.github.com  2018-04-27T12:12:58Z   \n",
+       "362                    james.robinson@anthonynolan.org  2018-05-04T10:31:08Z   \n",
+       "363                   jrob119@users.noreply.github.com  2018-05-04T10:33:51Z   \n",
+       "364                    james.robinson@anthonynolan.org  2018-05-18T14:43:27Z   \n",
+       "365                   jrob119@users.noreply.github.com  2018-05-18T15:36:36Z   \n",
+       "366                    james.robinson@anthonynolan.org  2018-05-22T13:52:03Z   \n",
+       "367                   jrob119@users.noreply.github.com  2018-05-22T13:52:26Z   \n",
+       "368                    james.robinson@anthonynolan.org  2018-07-11T11:22:21Z   \n",
+       "369                    james.robinson@anthonynolan.org  2018-07-11T11:35:01Z   \n",
+       "370                   jrob119@users.noreply.github.com  2018-07-11T11:36:49Z   \n",
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+       "374                    james.robinson@anthonynolan.org  2018-07-12T09:50:05Z   \n",
+       "375                   jrob119@users.noreply.github.com  2018-07-12T09:50:43Z   \n",
+       "376                    james.robinson@anthonynolan.org  2018-07-16T13:15:56Z   \n",
+       "377                   jrob119@users.noreply.github.com  2018-07-16T13:17:19Z   \n",
+       "378                    james.robinson@anthonynolan.org  2018-07-31T09:57:05Z   \n",
+       "379                   jrob119@users.noreply.github.com  2018-07-31T09:59:25Z   \n",
+       "380                    james.robinson@anthonynolan.org  2018-08-14T08:54:04Z   \n",
+       "381                   jrob119@users.noreply.github.com  2018-09-06T11:04:54Z   \n",
+       "382                    james.robinson@anthonynolan.org  2018-10-17T09:08:57Z   \n",
+       "383                   jrob119@users.noreply.github.com  2018-10-17T09:15:48Z   \n",
+       "384                   jrob119@users.noreply.github.com  2018-10-17T09:17:38Z   \n",
+       "385                  dominicbarker@Dominics-iMac.local  2018-10-18T15:05:10Z   \n",
+       "386                   jrob119@users.noreply.github.com  2018-10-18T15:10:34Z   \n",
+       "387                    james.robinson@anthonynolan.org  2018-11-06T11:15:51Z   \n",
+       "388                  dominicbarker@Dominics-iMac.local  2018-11-06T11:25:45Z   \n",
+       "389                    james.robinson@anthonynolan.org  2018-11-06T11:29:52Z   \n",
+       "390                   jrob119@users.noreply.github.com  2018-11-06T11:30:30Z   \n",
+       "391                    james.robinson@anthonynolan.org  2019-01-23T12:20:16Z   \n",
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+       "402                    james.robinson@anthonynolan.org  2019-01-24T12:22:46Z   \n",
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+       "404                   jrob119@users.noreply.github.com  2019-01-24T12:27:42Z   \n",
+       "405  37367778+dominicbarkerAN@users.noreply.github.com  2019-01-28T09:54:30Z   \n",
+       "406                    james.robinson@anthonynolan.org  2019-01-29T16:54:18Z   \n",
+       "407                   jrob119@users.noreply.github.com  2019-01-29T17:20:59Z   \n",
+       "408                    james.robinson@anthonynolan.org  2019-01-29T17:38:58Z   \n",
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+       "410                   jrob119@users.noreply.github.com  2019-04-17T09:00:15Z   \n",
+       "411                    james.robinson@anthonynolan.org  2019-04-17T09:01:16Z   \n",
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+       "413                    james.robinson@anthonynolan.org  2019-04-17T09:03:09Z   \n",
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+       "416                   jrob119@users.noreply.github.com  2019-04-17T09:09:26Z   \n",
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+       "418                    james.robinson@anthonynolan.org  2019-04-17T09:19:50Z   \n",
+       "419                   jrob119@users.noreply.github.com  2019-04-17T09:23:42Z   \n",
+       "420                   jrob119@users.noreply.github.com  2019-04-17T09:25:25Z   \n",
+       "421                    dominic.barker@anthonynolan.org  2019-04-18T08:32:24Z   \n",
+       "422  37367778+dominicbarkerAN@users.noreply.github.com  2019-04-18T08:33:01Z   \n",
+       "423                    dominic.barker@anthonynolan.org  2019-04-18T09:09:56Z   \n",
+       "424  37367778+dominicbarkerAN@users.noreply.github.com  2019-04-18T09:14:03Z   \n",
+       "425                    dominic.barker@anthonynolan.org  2019-04-23T09:32:15Z   \n",
+       "426  37367778+dominicbarkerAN@users.noreply.github.com  2019-04-23T09:33:22Z   \n",
+       "427                    dominic.barker@anthonynolan.org  2019-05-13T12:51:25Z   \n",
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+       "429                    dominic.barker@anthonynolan.org  2019-06-06T15:14:20Z   \n",
+       "430  37367778+dominicbarkerAN@users.noreply.github.com  2019-06-06T15:15:05Z   \n",
+       "431                    dominic.barker@anthonynolan.org  2019-07-04T13:13:35Z   \n",
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+       "434                    dominic.barker@anthonynolan.org  2019-07-08T09:11:11Z   \n",
+       "435  37367778+dominicbarkerAN@users.noreply.github.com  2019-07-08T09:13:10Z   \n",
+       "436                    james.robinson@anthonynolan.org  2019-07-22T14:54:22Z   \n",
+       "437                   jrob119@users.noreply.github.com  2019-07-22T14:55:12Z   \n",
+       "438                    dominic.barker@anthonynolan.org  2019-09-18T10:39:05Z   \n",
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+       "442                    james.robinson@anthonynolan.org  2019-10-04T13:11:38Z   \n",
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+       "448                   jrob119@users.noreply.github.com  2019-10-04T14:30:56Z   \n",
+       "449                    dominic.barker@anthonynolan.org  2019-10-17T10:45:14Z   \n",
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+       "451                    dominic.barker@anthonynolan.org  2019-10-17T15:12:58Z   \n",
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+       "453                    dominic.barker@anthonynolan.org  2019-10-17T16:24:20Z   \n",
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+       "456                    dominic.barker@anthonynolan.org  2019-10-29T12:24:07Z   \n",
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+       "458                    james.robinson@anthonynolan.org  2019-11-05T14:32:38Z   \n",
+       "459                   jrob119@users.noreply.github.com  2019-11-05T14:33:40Z   \n",
+       "460                    james.robinson@anthonynolan.org  2019-11-05T14:40:29Z   \n",
+       "461                    dominic.barker@anthonynolan.org  2019-11-18T10:46:03Z   \n",
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+       "464                    dominic.barker@anthonynolan.org  2020-01-20T12:59:01Z   \n",
+       "465  37367778+dominicbarkerAN@users.noreply.github.com  2020-01-20T14:09:42Z   \n",
+       "466                    dominic.barker@anthonynolan.org  2020-01-22T10:39:24Z   \n",
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+       "468                    dominic.barker@anthonynolan.org  2020-01-22T10:45:26Z   \n",
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+       "473                    dominic.barker@anthonynolan.org  2020-01-22T11:23:48Z   \n",
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+       "476                    dominic.barker@anthonynolan.org  2020-01-22T12:45:20Z   \n",
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+       "479                    dominic.barker@anthonynolan.org  2020-01-23T10:17:07Z   \n",
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+       "481                    dominic.barker@anthonynolan.org  2020-02-03T10:50:43Z   \n",
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+       "484                    james.robinson@anthonynolan.org  2020-04-21T12:13:52Z   \n",
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+       "487                     dominicbarker@anthonynolan.org  2020-04-22T09:57:21Z   \n",
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+       "491                   jrob119@users.noreply.github.com  2020-04-22T10:06:30Z   \n",
+       "492                     dominicbarker@anthonynolan.org  2020-04-22T10:11:07Z   \n",
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+       "499                     dominicbarker@anthonynolan.org  2020-07-13T13:25:47Z   \n",
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+       "503                     dominicbarker@anthonynolan.org  2020-07-14T15:15:09Z   \n",
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+       "507                     dominicbarker@anthonynolan.org  2020-07-30T09:32:52Z   \n",
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+       "511                    james.robinson@anthonynolan.org  2020-09-07T12:08:16Z   \n",
+       "512                   jrob119@users.noreply.github.com  2020-09-07T13:21:55Z   \n",
+       "513                     dominicbarker@anthonynolan.org  2020-09-07T13:33:01Z   \n",
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+       "737           dominicbarker@Dominics-MacBook-Pro.local  2024-01-18T11:05:37Z   \n",
+       "738  37367778+dominicbarkerAN@users.noreply.github.com  2024-01-18T11:06:05Z   \n",
+       "\n",
+       "                   commit.committer.name  \\\n",
+       "0                         James Robinson   \n",
+       "1                                jrob119   \n",
+       "2                                jrob119   \n",
+       "3                                jrob119   \n",
+       "4                                jrob119   \n",
+       "5                                jrob119   \n",
+       "6                                jrob119   \n",
+       "7                         James Robinson   \n",
+       "8                                jrob119   \n",
+       "9                         James Robinson   \n",
+       "10                        James Robinson   \n",
+       "11                        James Robinson   \n",
+       "12                               jrob119   \n",
+       "13                        James Robinson   \n",
+       "14                               jrob119   \n",
+       "15                        James Robinson   \n",
+       "16                        James Robinson   \n",
+       "17                               jrob119   \n",
+       "18                               jrob119   \n",
+       "19                        James Robinson   \n",
+       "20                               jrob119   \n",
+       "21                               jrob119   \n",
+       "22                        James Robinson   \n",
+       "23                        James Robinson   \n",
+       "24                        James Robinson   \n",
+       "25                        James Robinson   \n",
+       "26                        James Robinson   \n",
+       "27                        James Robinson   \n",
+       "28                        James Robinson   \n",
+       "29                        James Robinson   \n",
+       "30                        James Robinson   \n",
+       "31                        James Robinson   \n",
+       "32                        James Robinson   \n",
+       "33                        James Robinson   \n",
+       "34                        James Robinson   \n",
+       "35                        James Robinson   \n",
+       "36                        James Robinson   \n",
+       "37                        James Robinson   \n",
+       "38                        James Robinson   \n",
+       "39                        James Robinson   \n",
+       "40                        James Robinson   \n",
+       "41                        James Robinson   \n",
+       "42                        James Robinson   \n",
+       "43                        James Robinson   \n",
+       "44                        James Robinson   \n",
+       "45                               jrob119   \n",
+       "46                        James Robinson   \n",
+       "47                               jrob119   \n",
+       "48                        James Robinson   \n",
+       "49                               jrob119   \n",
+       "50                        James Robinson   \n",
+       "51                        James Robinson   \n",
+       "52                        James Robinson   \n",
+       "53                        James Robinson   \n",
+       "54                        James Robinson   \n",
+       "55                        James Robinson   \n",
+       "56                        James Robinson   \n",
+       "57                        James Robinson   \n",
+       "58                        James Robinson   \n",
+       "59                        James Robinson   \n",
+       "60                        James Robinson   \n",
+       "61                        James Robinson   \n",
+       "62                        James Robinson   \n",
+       "63                        James Robinson   \n",
+       "64                        James Robinson   \n",
+       "65                        James Robinson   \n",
+       "66                        James Robinson   \n",
+       "67                        James Robinson   \n",
+       "68                        James Robinson   \n",
+       "69                        James Robinson   \n",
+       "70                        James Robinson   \n",
+       "71                        James Robinson   \n",
+       "72                        James Robinson   \n",
+       "73                        James Robinson   \n",
+       "74                        James Robinson   \n",
+       "75                        James Robinson   \n",
+       "76                        James Robinson   \n",
+       "77                        James Robinson   \n",
+       "78                        James Robinson   \n",
+       "79                        James Robinson   \n",
+       "80                        James Robinson   \n",
+       "81                        James Robinson   \n",
+       "82                        James Robinson   \n",
+       "83                        James Robinson   \n",
+       "84                        James Robinson   \n",
+       "85                        James Robinson   \n",
+       "86                        James Robinson   \n",
+       "87                        James Robinson   \n",
+       "88                        James Robinson   \n",
+       "89                        James Robinson   \n",
+       "90                        James Robinson   \n",
+       "91                        James Robinson   \n",
+       "92                        James Robinson   \n",
+       "93                        James Robinson   \n",
+       "94                        James Robinson   \n",
+       "95                        James Robinson   \n",
+       "96                        James Robinson   \n",
+       "97                        James Robinson   \n",
+       "98                        James Robinson   \n",
+       "99                        James Robinson   \n",
+       "100                       James Robinson   \n",
+       "101                       James Robinson   \n",
+       "102                       James Robinson   \n",
+       "103                       James Robinson   \n",
+       "104                       James Robinson   \n",
+       "105                       James Robinson   \n",
+       "106                       James Robinson   \n",
+       "107                       James Robinson   \n",
+       "108                       James Robinson   \n",
+       "109                       James Robinson   \n",
+       "110                       James Robinson   \n",
+       "111                       James Robinson   \n",
+       "112                       James Robinson   \n",
+       "113                       James Robinson   \n",
+       "114                       James Robinson   \n",
+       "115                       James Robinson   \n",
+       "116                       James Robinson   \n",
+       "117                       James Robinson   \n",
+       "118                       James Robinson   \n",
+       "119                       James Robinson   \n",
+       "120                       James Robinson   \n",
+       "121                       James Robinson   \n",
+       "122                       James Robinson   \n",
+       "123                       James Robinson   \n",
+       "124                       James Robinson   \n",
+       "125                       James Robinson   \n",
+       "126                       James Robinson   \n",
+       "127                       James Robinson   \n",
+       "128                       James Robinson   \n",
+       "129                       James Robinson   \n",
+       "130                       James Robinson   \n",
+       "131                       James Robinson   \n",
+       "132                       James Robinson   \n",
+       "133                       James Robinson   \n",
+       "134                       James Robinson   \n",
+       "135                       James Robinson   \n",
+       "136                       James Robinson   \n",
+       "137                       James Robinson   \n",
+       "138                       James Robinson   \n",
+       "139                       James Robinson   \n",
+       "140                       James Robinson   \n",
+       "141                              jrob119   \n",
+       "142                       James Robinson   \n",
+       "143                              jrob119   \n",
+       "144                              jrob119   \n",
+       "145                       James Robinson   \n",
+       "146                              jrob119   \n",
+       "147                       James Robinson   \n",
+       "148                       James Robinson   \n",
+       "149                       James Robinson   \n",
+       "150                       James Robinson   \n",
+       "151                       James Robinson   \n",
+       "152                       James Robinson   \n",
+       "153                       James Robinson   \n",
+       "154                              jrob119   \n",
+       "155                       James Robinson   \n",
+       "156                              jrob119   \n",
+       "157                       James Robinson   \n",
+       "158                       James Robinson   \n",
+       "159                              jrob119   \n",
+       "160                       James Robinson   \n",
+       "161                              jrob119   \n",
+       "162                       James Robinson   \n",
+       "163                              jrob119   \n",
+       "164                       James Robinson   \n",
+       "165                       James Robinson   \n",
+       "166                              jrob119   \n",
+       "167                       James Robinson   \n",
+       "168                              jrob119   \n",
+       "169                       James Robinson   \n",
+       "170                              jrob119   \n",
+       "171                       James Robinson   \n",
+       "172                              jrob119   \n",
+       "173                       James Robinson   \n",
+       "174                              jrob119   \n",
+       "175                       James Robinson   \n",
+       "176                              jrob119   \n",
+       "177                              jrob119   \n",
+       "178                       James Robinson   \n",
+       "179                              jrob119   \n",
+       "180  Anthony Nolan HLA Informatics Group   \n",
+       "181  Anthony Nolan HLA Informatics Group   \n",
+       "182  Anthony Nolan HLA Informatics Group   \n",
+       "183                                anhig   \n",
+       "184                                anhig   \n",
+       "185                               GitHub   \n",
+       "186                                anhig   \n",
+       "187                               GitHub   \n",
+       "188                                anhig   \n",
+       "189                               GitHub   \n",
+       "190                                anhig   \n",
+       "191                               GitHub   \n",
+       "192                                anhig   \n",
+       "193                               GitHub   \n",
+       "194                                anhig   \n",
+       "195                                anhig   \n",
+       "196                               GitHub   \n",
+       "197                                anhig   \n",
+       "198                               GitHub   \n",
+       "199                                anhig   \n",
+       "200                               GitHub   \n",
+       "201                               GitHub   \n",
+       "202                               GitHub   \n",
+       "203                                anhig   \n",
+       "204                                anhig   \n",
+       "205                               GitHub   \n",
+       "206                                anhig   \n",
+       "207                               GitHub   \n",
+       "208                                anhig   \n",
+       "209                               GitHub   \n",
+       "210                                anhig   \n",
+       "211                               GitHub   \n",
+       "212                                anhig   \n",
+       "213                               GitHub   \n",
+       "214                                anhig   \n",
+       "215                               GitHub   \n",
+       "216                                anhig   \n",
+       "217                               GitHub   \n",
+       "218                                anhig   \n",
+       "219                               GitHub   \n",
+       "220                                anhig   \n",
+       "221                               GitHub   \n",
+       "222                                anhig   \n",
+       "223                                anhig   \n",
+       "224                               GitHub   \n",
+       "225                                anhig   \n",
+       "226                                anhig   \n",
+       "227                               GitHub   \n",
+       "228                                anhig   \n",
+       "229                               GitHub   \n",
+       "230                                anhig   \n",
+       "231                               GitHub   \n",
+       "232                                anhig   \n",
+       "233                               GitHub   \n",
+       "234                               GitHub   \n",
+       "235                               GitHub   \n",
+       "236                                anhig   \n",
+       "237                               GitHub   \n",
+       "238                                anhig   \n",
+       "239                                anhig   \n",
+       "240                                anhig   \n",
+       "241                                anhig   \n",
+       "242                                anhig   \n",
+       "243                               GitHub   \n",
+       "244                                anhig   \n",
+       "245                               GitHub   \n",
+       "246                               GitHub   \n",
+       "247                               GitHub   \n",
+       "248                               GitHub   \n",
+       "249                                anhig   \n",
+       "250                               GitHub   \n",
+       "251                               GitHub   \n",
+       "252                               GitHub   \n",
+       "253                                anhig   \n",
+       "254                               GitHub   \n",
+       "255                                anhig   \n",
+       "256                               GitHub   \n",
+       "257                                anhig   \n",
+       "258                                anhig   \n",
+       "259                                anhig   \n",
+       "260                                anhig   \n",
+       "261                                anhig   \n",
+       "262                                anhig   \n",
+       "263                                anhig   \n",
+       "264                                anhig   \n",
+       "265                                anhig   \n",
+       "266                                anhig   \n",
+       "267                                anhig   \n",
+       "268                                anhig   \n",
+       "269                                anhig   \n",
+       "270                                anhig   \n",
+       "271                                anhig   \n",
+       "272                                anhig   \n",
+       "273                                anhig   \n",
+       "274                                anhig   \n",
+       "275                                anhig   \n",
+       "276                                anhig   \n",
+       "277                                anhig   \n",
+       "278                                anhig   \n",
+       "279                                anhig   \n",
+       "280                                anhig   \n",
+       "281                                anhig   \n",
+       "282                                anhig   \n",
+       "283                                anhig   \n",
+       "284                                anhig   \n",
+       "285                                anhig   \n",
+       "286                                anhig   \n",
+       "287                                anhig   \n",
+       "288                                anhig   \n",
+       "289                               GitHub   \n",
+       "290                                anhig   \n",
+       "291                               GitHub   \n",
+       "292                                anhig   \n",
+       "293                               GitHub   \n",
+       "294                                anhig   \n",
+       "295                               GitHub   \n",
+       "296                                anhig   \n",
+       "297                                anhig   \n",
+       "298                               GitHub   \n",
+       "299                                anhig   \n",
+       "300                               GitHub   \n",
+       "301                                anhig   \n",
+       "302                               GitHub   \n",
+       "303                                anhig   \n",
+       "304                               GitHub   \n",
+       "305                                anhig   \n",
+       "306                                anhig   \n",
+       "307                                anhig   \n",
+       "308                               GitHub   \n",
+       "309                               GitHub   \n",
+       "310                               GitHub   \n",
+       "311                               GitHub   \n",
+       "312                               GitHub   \n",
+       "313                               GitHub   \n",
+       "314                               GitHub   \n",
+       "315                               GitHub   \n",
+       "316                               GitHub   \n",
+       "317                               GitHub   \n",
+       "318                                anhig   \n",
+       "319                               GitHub   \n",
+       "320                                anhig   \n",
+       "321                                anhig   \n",
+       "322                                anhig   \n",
+       "323                               GitHub   \n",
+       "324                       James Robinson   \n",
+       "325                               GitHub   \n",
+       "326                       James Robinson   \n",
+       "327                               GitHub   \n",
+       "328                       James Robinson   \n",
+       "329                               GitHub   \n",
+       "330                       James Robinson   \n",
+       "331                               GitHub   \n",
+       "332                       James Robinson   \n",
+       "333                               GitHub   \n",
+       "334                       James Robinson   \n",
+       "335                       James Robinson   \n",
+       "336                               GitHub   \n",
+       "337                       James Robinson   \n",
+       "338                               GitHub   \n",
+       "339                               GitHub   \n",
+       "340                               GitHub   \n",
+       "341                               GitHub   \n",
+       "342                               GitHub   \n",
+       "343                               GitHub   \n",
+       "344                               GitHub   \n",
+       "345                       James Robinson   \n",
+       "346                       James Robinson   \n",
+       "347                               GitHub   \n",
+       "348                       James Robinson   \n",
+       "349                       James Robinson   \n",
+       "350                       James Robinson   \n",
+       "351                               GitHub   \n",
+       "352                       James Robinson   \n",
+       "353                       James Robinson   \n",
+       "354                       James Robinson   \n",
+       "355                       James Robinson   \n",
+       "356                       James Robinson   \n",
+       "357                       James Robinson   \n",
+       "358                       James Robinson   \n",
+       "359                       James Robinson   \n",
+       "360                       James Robinson   \n",
+       "361                               GitHub   \n",
+       "362                       James Robinson   \n",
+       "363                               GitHub   \n",
+       "364                       James Robinson   \n",
+       "365                               GitHub   \n",
+       "366                       James Robinson   \n",
+       "367                               GitHub   \n",
+       "368                       James Robinson   \n",
+       "369                       James Robinson   \n",
+       "370                               GitHub   \n",
+       "371                               GitHub   \n",
+       "372                               GitHub   \n",
+       "373                               GitHub   \n",
+       "374                       James Robinson   \n",
+       "375                               GitHub   \n",
+       "376                       James Robinson   \n",
+       "377                               GitHub   \n",
+       "378                       James Robinson   \n",
+       "379                               GitHub   \n",
+       "380                       James Robinson   \n",
+       "381                               GitHub   \n",
+       "382                       James Robinson   \n",
+       "383                               GitHub   \n",
+       "384                               GitHub   \n",
+       "385                       Dominic Barker   \n",
+       "386                               GitHub   \n",
+       "387                       James Robinson   \n",
+       "388                       Dominic Barker   \n",
+       "389                       James Robinson   \n",
+       "390                               GitHub   \n",
+       "391                       James Robinson   \n",
+       "392                       James Robinson   \n",
+       "393                               GitHub   \n",
+       "394                               GitHub   \n",
+       "395                               GitHub   \n",
+       "396                               GitHub   \n",
+       "397                               GitHub   \n",
+       "398                               GitHub   \n",
+       "399                               GitHub   \n",
+       "400                               GitHub   \n",
+       "401                               GitHub   \n",
+       "402                       James Robinson   \n",
+       "403                       James Robinson   \n",
+       "404                               GitHub   \n",
+       "405                               GitHub   \n",
+       "406                       James Robinson   \n",
+       "407                               GitHub   \n",
+       "408                       James Robinson   \n",
+       "409                       James Robinson   \n",
+       "410                               GitHub   \n",
+       "411                       James Robinson   \n",
+       "412                       James Robinson   \n",
+       "413                       James Robinson   \n",
+       "414                       James Robinson   \n",
+       "415                       James Robinson   \n",
+       "416                               GitHub   \n",
+       "417                               GitHub   \n",
+       "418                       James Robinson   \n",
+       "419                               GitHub   \n",
+       "420                               GitHub   \n",
+       "421                       Dominic Barker   \n",
+       "422                               GitHub   \n",
+       "423                       Dominic Barker   \n",
+       "424                               GitHub   \n",
+       "425                       Dominic Barker   \n",
+       "426                               GitHub   \n",
+       "427                       Dominic Barker   \n",
+       "428                               GitHub   \n",
+       "429                       Dominic Barker   \n",
+       "430                               GitHub   \n",
+       "431                       Dominic Barker   \n",
+       "432                               GitHub   \n",
+       "433                               GitHub   \n",
+       "434                       Dominic Barker   \n",
+       "435                               GitHub   \n",
+       "436                       James Robinson   \n",
+       "437                               GitHub   \n",
+       "438                       Dominic Barker   \n",
+       "439                       Dominic Barker   \n",
+       "440                       Dominic Barker   \n",
+       "441                       Dominic Barker   \n",
+       "442                       James Robinson   \n",
+       "443                       James Robinson   \n",
+       "444                       James Robinson   \n",
+       "445                       James Robinson   \n",
+       "446                       James Robinson   \n",
+       "447                       James Robinson   \n",
+       "448                               GitHub   \n",
+       "449                       Dominic Barker   \n",
+       "450                               GitHub   \n",
+       "451                       Dominic Barker   \n",
+       "452                               GitHub   \n",
+       "453                       Dominic Barker   \n",
+       "454                       Dominic Barker   \n",
+       "455                               GitHub   \n",
+       "456                       Dominic Barker   \n",
+       "457                               GitHub   \n",
+       "458                       James Robinson   \n",
+       "459                               GitHub   \n",
+       "460                       James Robinson   \n",
+       "461                       Dominic Barker   \n",
+       "462                       Dominic Barker   \n",
+       "463                               GitHub   \n",
+       "464                       Dominic Barker   \n",
+       "465                               GitHub   \n",
+       "466                       Dominic Barker   \n",
+       "467                               GitHub   \n",
+       "468                       Dominic Barker   \n",
+       "469                               GitHub   \n",
+       "470                               GitHub   \n",
+       "471                               GitHub   \n",
+       "472                               GitHub   \n",
+       "473                       Dominic Barker   \n",
+       "474                       Dominic Barker   \n",
+       "475                               GitHub   \n",
+       "476                       Dominic Barker   \n",
+       "477                       Dominic Barker   \n",
+       "478                               GitHub   \n",
+       "479                       Dominic Barker   \n",
+       "480                               GitHub   \n",
+       "481                       Dominic Barker   \n",
+       "482                       Dominic Barker   \n",
+       "483                               GitHub   \n",
+       "484                       James Robinson   \n",
+       "485                       James Robinson   \n",
+       "486                       James Robinson   \n",
+       "487                      dominicbarkerAN   \n",
+       "488                      dominicbarkerAN   \n",
+       "489                      dominicbarkerAN   \n",
+       "490                      dominicbarkerAN   \n",
+       "491                               GitHub   \n",
+       "492                      dominicbarkerAN   \n",
+       "493                      dominicbarkerAN   \n",
+       "494                               GitHub   \n",
+       "495                      dominicbarkerAN   \n",
+       "496                               GitHub   \n",
+       "497                       James Robinson   \n",
+       "498                               GitHub   \n",
+       "499                      dominicbarkerAN   \n",
+       "500                               GitHub   \n",
+       "501                      dominicbarkerAN   \n",
+       "502                               GitHub   \n",
+       "503                      dominicbarkerAN   \n",
+       "504                               GitHub   \n",
+       "505                      dominicbarkerAN   \n",
+       "506                               GitHub   \n",
+       "507                      dominicbarkerAN   \n",
+       "508                               GitHub   \n",
+       "509                               GitHub   \n",
+       "510                               GitHub   \n",
+       "511                       James Robinson   \n",
+       "512                               GitHub   \n",
+       "513                      dominicbarkerAN   \n",
+       "514                      dominicbarkerAN   \n",
+       "515                      dominicbarkerAN   \n",
+       "516                               GitHub   \n",
+       "517                       James Robinson   \n",
+       "518                       James Robinson   \n",
+       "519                       James Robinson   \n",
+       "520                               GitHub   \n",
+       "521                      dominicbarkerAN   \n",
+       "522                               GitHub   \n",
+       "523                      dominicbarkerAN   \n",
+       "524                               GitHub   \n",
+       "525                      dominicbarkerAN   \n",
+       "526                               GitHub   \n",
+       "527                      dominicbarkerAN   \n",
+       "528                               GitHub   \n",
+       "529                      dominicbarkerAN   \n",
+       "530                               GitHub   \n",
+       "531                      dominicbarkerAN   \n",
+       "532                      dominicbarkerAN   \n",
+       "533                       James Robinson   \n",
+       "534                               GitHub   \n",
+       "535                      dominicbarkerAN   \n",
+       "536                               GitHub   \n",
+       "537                       James Robinson   \n",
+       "538                       James Robinson   \n",
+       "539                       James Robinson   \n",
+       "540                               GitHub   \n",
+       "541                      dominicbarkerAN   \n",
+       "542                               GitHub   \n",
+       "543                      dominicbarkerAN   \n",
+       "544                               GitHub   \n",
+       "545                      dominicbarkerAN   \n",
+       "546                               GitHub   \n",
+       "547                      dominicbarkerAN   \n",
+       "548                               GitHub   \n",
+       "549                       James Robinson   \n",
+       "550                       James Robinson   \n",
+       "551                               GitHub   \n",
+       "552                       James Robinson   \n",
+       "553                               GitHub   \n",
+       "554                       James Robinson   \n",
+       "555                       James Robinson   \n",
+       "556                       James Robinson   \n",
+       "557                       James Robinson   \n",
+       "558                      dominicbarkerAN   \n",
+       "559                               GitHub   \n",
+       "560                       James Robinson   \n",
+       "561                       James Robinson   \n",
+       "562                       James Robinson   \n",
+       "563                       James Robinson   \n",
+       "564                       James Robinson   \n",
+       "565                       James Robinson   \n",
+       "566                       James Robinson   \n",
+       "567                       James Robinson   \n",
+       "568                       James Robinson   \n",
+       "569                       James Robinson   \n",
+       "570                       James Robinson   \n",
+       "571                       James Robinson   \n",
+       "572                       James Robinson   \n",
+       "573                       James Robinson   \n",
+       "574                       James Robinson   \n",
+       "575                       James Robinson   \n",
+       "576                       James Robinson   \n",
+       "577                       James Robinson   \n",
+       "578                       James Robinson   \n",
+       "579                       James Robinson   \n",
+       "580                       James Robinson   \n",
+       "581                       James Robinson   \n",
+       "582                       James Robinson   \n",
+       "583                       James Robinson   \n",
+       "584                       James Robinson   \n",
+       "585                       James Robinson   \n",
+       "586                       James Robinson   \n",
+       "587                       James Robinson   \n",
+       "588                       James Robinson   \n",
+       "589                       James Robinson   \n",
+       "590                       James Robinson   \n",
+       "591                       James Robinson   \n",
+       "592                       James Robinson   \n",
+       "593                               GitHub   \n",
+       "594                      dominicbarkerAN   \n",
+       "595                               GitHub   \n",
+       "596                      dominicbarkerAN   \n",
+       "597                               GitHub   \n",
+       "598                               GitHub   \n",
+       "599                      dominicbarkerAN   \n",
+       "600                      dominicbarkerAN   \n",
+       "601                               GitHub   \n",
+       "602                      dominicbarkerAN   \n",
+       "603                      dominicbarkerAN   \n",
+       "604                      dominicbarkerAN   \n",
+       "605                      dominicbarkerAN   \n",
+       "606                      dominicbarkerAN   \n",
+       "607                      dominicbarkerAN   \n",
+       "608                      dominicbarkerAN   \n",
+       "609                      dominicbarkerAN   \n",
+       "610                      dominicbarkerAN   \n",
+       "611                               GitHub   \n",
+       "612                               GitHub   \n",
+       "613                       James Robinson   \n",
+       "614                               GitHub   \n",
+       "615                             ipdadmin   \n",
+       "616                             ipdadmin   \n",
+       "617                             ipdadmin   \n",
+       "618                             ipdadmin   \n",
+       "619                             ipdadmin   \n",
+       "620                             ipdadmin   \n",
+       "621                               GitHub   \n",
+       "622                      dominicbarkerAN   \n",
+       "623                               GitHub   \n",
+       "624                             ipdadmin   \n",
+       "625                               GitHub   \n",
+       "626                      dominicbarkerAN   \n",
+       "627                               GitHub   \n",
+       "628                      dominicbarkerAN   \n",
+       "629                               GitHub   \n",
+       "630                       Dominic Barker   \n",
+       "631                       Dominic Barker   \n",
+       "632                               GitHub   \n",
+       "633                       James Robinson   \n",
+       "634                       James Robinson   \n",
+       "635                       James Robinson   \n",
+       "636                               GitHub   \n",
+       "637                       James Robinson   \n",
+       "638                               GitHub   \n",
+       "639                       James Robinson   \n",
+       "640                               GitHub   \n",
+       "641                      dominicbarkerAN   \n",
+       "642                               GitHub   \n",
+       "643                               GitHub   \n",
+       "644                               GitHub   \n",
+       "645                      dominicbarkerAN   \n",
+       "646                      dominicbarkerAN   \n",
+       "647                               GitHub   \n",
+       "648                               GitHub   \n",
+       "649                      dominicbarkerAN   \n",
+       "650                      dominicbarkerAN   \n",
+       "651                               GitHub   \n",
+       "652                      dominicbarkerAN   \n",
+       "653                      dominicbarkerAN   \n",
+       "654                      dominicbarkerAN   \n",
+       "655                               GitHub   \n",
+       "656                       Dominic Barker   \n",
+       "657                               GitHub   \n",
+       "658                       Dominic Barker   \n",
+       "659                       Dominic Barker   \n",
+       "660                       Dominic Barker   \n",
+       "661                      dominicbarkerAN   \n",
+       "662                               GitHub   \n",
+       "663                      dominicbarkerAN   \n",
+       "664                      dominicbarkerAN   \n",
+       "665                      dominicbarkerAN   \n",
+       "666                      dominicbarkerAN   \n",
+       "667                       Dominic Barker   \n",
+       "668                               GitHub   \n",
+       "669                      dominicbarkerAN   \n",
+       "670                               GitHub   \n",
+       "671                      dominicbarkerAN   \n",
+       "672                      dominicbarkerAN   \n",
+       "673                               GitHub   \n",
+       "674                       Dominic Barker   \n",
+       "675                               GitHub   \n",
+       "676                       Dominic Barker   \n",
+       "677                      xeniageorgiouAN   \n",
+       "678                               GitHub   \n",
+       "679                       Dominic Barker   \n",
+       "680                               GitHub   \n",
+       "681                               GitHub   \n",
+       "682                               GitHub   \n",
+       "683                               GitHub   \n",
+       "684                               GitHub   \n",
+       "685                               GitHub   \n",
+       "686                               GitHub   \n",
+       "687                               GitHub   \n",
+       "688                               GitHub   \n",
+       "689                               GitHub   \n",
+       "690                               GitHub   \n",
+       "691                               GitHub   \n",
+       "692                               GitHub   \n",
+       "693                               GitHub   \n",
+       "694                               GitHub   \n",
+       "695                               GitHub   \n",
+       "696                               GitHub   \n",
+       "697                               GitHub   \n",
+       "698                               GitHub   \n",
+       "699                               GitHub   \n",
+       "700                               GitHub   \n",
+       "701                       Dominic Barker   \n",
+       "702                       Dominic Barker   \n",
+       "703                               GitHub   \n",
+       "704                      michaelcooperAN   \n",
+       "705                      michaelcooperAN   \n",
+       "706                               GitHub   \n",
+       "707                      xeniageorgiouAN   \n",
+       "708                               GitHub   \n",
+       "709                               GitHub   \n",
+       "710                               GitHub   \n",
+       "711                               GitHub   \n",
+       "712                               GitHub   \n",
+       "713                               GitHub   \n",
+       "714                               GitHub   \n",
+       "715                               GitHub   \n",
+       "716                               GitHub   \n",
+       "717                               GitHub   \n",
+       "718                      xeniageorgiouAN   \n",
+       "719                               GitHub   \n",
+       "720                               GitHub   \n",
+       "721                               GitHub   \n",
+       "722                       Dominic Barker   \n",
+       "723                               GitHub   \n",
+       "724                       Dominic Barker   \n",
+       "725                               GitHub   \n",
+       "726                      michaelcooperAN   \n",
+       "727                               GitHub   \n",
+       "728                       Dominic Barker   \n",
+       "729                               GitHub   \n",
+       "730                       Dominic Barker   \n",
+       "731                               GitHub   \n",
+       "732                       Dominic Barker   \n",
+       "733                               GitHub   \n",
+       "734                      michaelcooperAN   \n",
+       "735                      michaelcooperAN   \n",
+       "736                               GitHub   \n",
+       "737                       Dominic Barker   \n",
+       "738                               GitHub   \n",
+       "\n",
+       "                                commit.committer.email commit.committer.date  \\\n",
+       "0                      james.robinson@anthonynolan.org  2014-09-27T18:57:55Z   \n",
+       "1                      james.robinson@anthonynolan.org  2014-09-27T18:58:59Z   \n",
+       "2                      james.robinson@anthonynolan.org  2014-09-27T19:00:41Z   \n",
+       "3                      james.robinson@anthonynolan.org  2014-09-27T19:00:51Z   \n",
+       "4                      james.robinson@anthonynolan.org  2014-09-27T19:02:35Z   \n",
+       "5                      james.robinson@anthonynolan.org  2014-09-27T19:03:30Z   \n",
+       "6                      james.robinson@anthonynolan.org  2014-09-27T19:10:12Z   \n",
+       "7                      james.robinson@anthonynolan.org  2014-09-27T19:13:24Z   \n",
+       "8                      james.robinson@anthonynolan.org  2014-09-27T19:24:02Z   \n",
+       "9                      james.robinson@anthonynolan.org  2014-09-27T19:25:48Z   \n",
+       "10                     james.robinson@anthonynolan.org  2014-09-27T19:38:32Z   \n",
+       "11                     james.robinson@anthonynolan.org  2014-09-27T19:53:05Z   \n",
+       "12                     james.robinson@anthonynolan.org  2014-09-27T20:33:03Z   \n",
+       "13                     james.robinson@anthonynolan.org  2014-09-27T20:33:43Z   \n",
+       "14                     james.robinson@anthonynolan.org  2014-09-27T20:47:44Z   \n",
+       "15                     james.robinson@anthonynolan.org  2014-09-27T20:48:52Z   \n",
+       "16                     james.robinson@anthonynolan.org  2014-09-27T20:50:18Z   \n",
+       "17                     james.robinson@anthonynolan.org  2014-09-27T20:56:36Z   \n",
+       "18                     james.robinson@anthonynolan.org  2014-09-27T21:02:10Z   \n",
+       "19                     james.robinson@anthonynolan.org  2014-09-27T21:03:12Z   \n",
+       "20                     james.robinson@anthonynolan.org  2014-09-27T21:04:45Z   \n",
+       "21                     james.robinson@anthonynolan.org  2014-09-27T21:07:01Z   \n",
+       "22                     james.robinson@anthonynolan.org  2014-10-07T13:03:28Z   \n",
+       "23                     james.robinson@anthonynolan.org  2014-10-07T15:11:13Z   \n",
+       "24                     james.robinson@anthonynolan.org  2014-10-10T08:11:43Z   \n",
+       "25                     james.robinson@anthonynolan.org  2014-10-10T08:28:16Z   \n",
+       "26                     james.robinson@anthonynolan.org  2014-10-10T08:38:01Z   \n",
+       "27                     james.robinson@anthonynolan.org  2014-10-10T11:35:52Z   \n",
+       "28                     james.robinson@anthonynolan.org  2014-10-10T12:50:43Z   \n",
+       "29                     james.robinson@anthonynolan.org  2014-10-10T12:57:20Z   \n",
+       "30                     james.robinson@anthonynolan.org  2014-10-13T08:56:00Z   \n",
+       "31                     james.robinson@anthonynolan.org  2014-10-13T08:57:07Z   \n",
+       "32                     james.robinson@anthonynolan.org  2014-10-16T11:06:40Z   \n",
+       "33                     james.robinson@anthonynolan.org  2014-10-16T11:08:12Z   \n",
+       "34                     james.robinson@anthonynolan.org  2014-11-20T12:25:29Z   \n",
+       "35                     james.robinson@anthonynolan.org  2014-11-20T12:26:50Z   \n",
+       "36                     james.robinson@anthonynolan.org  2014-11-20T12:51:26Z   \n",
+       "37                     james.robinson@anthonynolan.org  2014-11-20T12:52:19Z   \n",
+       "38                     james.robinson@anthonynolan.org  2014-11-20T15:56:14Z   \n",
+       "39                     james.robinson@anthonynolan.org  2014-11-20T15:56:43Z   \n",
+       "40                     james.robinson@anthonynolan.org  2014-11-21T10:03:45Z   \n",
+       "41                     james.robinson@anthonynolan.org  2014-11-21T10:04:14Z   \n",
+       "42                     james.robinson@anthonynolan.org  2014-11-27T15:52:04Z   \n",
+       "43                     james.robinson@anthonynolan.org  2014-11-27T15:52:46Z   \n",
+       "44                     james.robinson@anthonynolan.org  2014-12-11T11:30:23Z   \n",
+       "45                     james.robinson@anthonynolan.org  2015-01-17T12:04:07Z   \n",
+       "46                     james.robinson@anthonynolan.org  2015-01-19T10:28:09Z   \n",
+       "47                     james.robinson@anthonynolan.org  2015-01-19T11:57:41Z   \n",
+       "48                     james.robinson@anthonynolan.org  2015-01-19T11:58:44Z   \n",
+       "49                     james.robinson@anthonynolan.org  2015-01-19T12:11:47Z   \n",
+       "50                     james.robinson@anthonynolan.org  2015-01-19T12:15:23Z   \n",
+       "51                     james.robinson@anthonynolan.org  2015-01-22T09:56:07Z   \n",
+       "52                     james.robinson@anthonynolan.org  2015-01-22T09:56:54Z   \n",
+       "53                     james.robinson@anthonynolan.org  2015-01-27T10:21:58Z   \n",
+       "54                     james.robinson@anthonynolan.org  2015-01-27T10:22:26Z   \n",
+       "55                     james.robinson@anthonynolan.org  2015-01-29T14:02:30Z   \n",
+       "56                     james.robinson@anthonynolan.org  2015-01-29T14:04:42Z   \n",
+       "57                     james.robinson@anthonynolan.org  2015-02-12T14:49:21Z   \n",
+       "58                     james.robinson@anthonynolan.org  2015-02-12T14:51:10Z   \n",
+       "59                     james.robinson@anthonynolan.org  2015-02-26T10:08:05Z   \n",
+       "60                     james.robinson@anthonynolan.org  2015-02-26T10:09:36Z   \n",
+       "61                     james.robinson@anthonynolan.org  2015-04-16T09:05:11Z   \n",
+       "62                     james.robinson@anthonynolan.org  2015-04-16T09:08:02Z   \n",
+       "63                     james.robinson@anthonynolan.org  2015-04-16T09:55:20Z   \n",
+       "64                     james.robinson@anthonynolan.org  2015-04-16T09:56:18Z   \n",
+       "65                     james.robinson@anthonynolan.org  2015-04-16T10:24:54Z   \n",
+       "66                     james.robinson@anthonynolan.org  2015-04-16T10:25:29Z   \n",
+       "67                     james.robinson@anthonynolan.org  2015-04-16T10:27:11Z   \n",
+       "68                     james.robinson@anthonynolan.org  2015-04-16T10:27:23Z   \n",
+       "69                     james.robinson@anthonynolan.org  2015-04-16T11:36:35Z   \n",
+       "70                     james.robinson@anthonynolan.org  2015-04-16T11:38:04Z   \n",
+       "71                     james.robinson@anthonynolan.org  2015-04-17T08:26:00Z   \n",
+       "72                     james.robinson@anthonynolan.org  2015-04-17T08:26:23Z   \n",
+       "73                     james.robinson@anthonynolan.org  2015-04-23T08:59:20Z   \n",
+       "74                     james.robinson@anthonynolan.org  2015-04-23T08:59:43Z   \n",
+       "75                     james.robinson@anthonynolan.org  2015-06-01T11:53:33Z   \n",
+       "76                     james.robinson@anthonynolan.org  2015-06-01T11:56:10Z   \n",
+       "77                     james.robinson@anthonynolan.org  2015-06-12T10:59:57Z   \n",
+       "78                     james.robinson@anthonynolan.org  2015-06-12T11:00:29Z   \n",
+       "79                     james.robinson@anthonynolan.org  2015-06-12T11:04:23Z   \n",
+       "80                     james.robinson@anthonynolan.org  2015-06-12T11:07:15Z   \n",
+       "81                     james.robinson@anthonynolan.org  2015-06-12T11:10:18Z   \n",
+       "82                     james.robinson@anthonynolan.org  2015-06-12T11:19:14Z   \n",
+       "83                     james.robinson@anthonynolan.org  2015-06-12T11:19:32Z   \n",
+       "84                     james.robinson@anthonynolan.org  2015-06-12T11:21:41Z   \n",
+       "85                     james.robinson@anthonynolan.org  2015-06-12T11:23:58Z   \n",
+       "86                     james.robinson@anthonynolan.org  2015-06-12T11:26:08Z   \n",
+       "87                     james.robinson@anthonynolan.org  2015-06-12T11:30:02Z   \n",
+       "88                     james.robinson@anthonynolan.org  2015-06-12T11:32:37Z   \n",
+       "89                     james.robinson@anthonynolan.org  2015-06-12T11:34:20Z   \n",
+       "90                     james.robinson@anthonynolan.org  2015-06-12T11:34:36Z   \n",
+       "91                     james.robinson@anthonynolan.org  2015-06-12T11:36:31Z   \n",
+       "92                     james.robinson@anthonynolan.org  2015-06-12T11:37:52Z   \n",
+       "93                     james.robinson@anthonynolan.org  2015-06-12T11:40:16Z   \n",
+       "94                     james.robinson@anthonynolan.org  2015-06-12T11:41:10Z   \n",
+       "95                     james.robinson@anthonynolan.org  2015-06-12T11:43:24Z   \n",
+       "96                     james.robinson@anthonynolan.org  2015-06-12T11:44:23Z   \n",
+       "97                     james.robinson@anthonynolan.org  2015-06-12T11:46:17Z   \n",
+       "98                     james.robinson@anthonynolan.org  2015-06-12T11:47:46Z   \n",
+       "99                     james.robinson@anthonynolan.org  2015-06-12T11:49:48Z   \n",
+       "100                    james.robinson@anthonynolan.org  2015-06-12T11:50:38Z   \n",
+       "101                    james.robinson@anthonynolan.org  2015-06-12T11:53:42Z   \n",
+       "102                    james.robinson@anthonynolan.org  2015-06-12T11:54:26Z   \n",
+       "103                    james.robinson@anthonynolan.org  2015-06-12T11:56:43Z   \n",
+       "104                    james.robinson@anthonynolan.org  2015-06-12T11:58:47Z   \n",
+       "105                    james.robinson@anthonynolan.org  2015-07-07T12:28:19Z   \n",
+       "106                    james.robinson@anthonynolan.org  2015-07-07T12:41:38Z   \n",
+       "107                    james.robinson@anthonynolan.org  2015-07-07T12:47:36Z   \n",
+       "108                    james.robinson@anthonynolan.org  2015-07-07T13:54:54Z   \n",
+       "109                    james.robinson@anthonynolan.org  2015-07-07T13:54:54Z   \n",
+       "110                    james.robinson@anthonynolan.org  2015-07-07T13:57:07Z   \n",
+       "111                    james.robinson@anthonynolan.org  2015-07-07T13:59:17Z   \n",
+       "112                    james.robinson@anthonynolan.org  2015-07-07T14:01:00Z   \n",
+       "113                    james.robinson@anthonynolan.org  2015-07-07T14:02:51Z   \n",
+       "114                    james.robinson@anthonynolan.org  2015-08-12T10:19:30Z   \n",
+       "115                    james.robinson@anthonynolan.org  2015-08-12T10:22:19Z   \n",
+       "116                    james.robinson@anthonynolan.org  2015-09-11T12:34:58Z   \n",
+       "117                    james.robinson@anthonynolan.org  2015-09-11T12:37:30Z   \n",
+       "118                    james.robinson@anthonynolan.org  2015-09-11T15:39:09Z   \n",
+       "119                    james.robinson@anthonynolan.org  2015-09-11T15:44:02Z   \n",
+       "120                    james.robinson@anthonynolan.org  2015-10-09T10:55:47Z   \n",
+       "121                    james.robinson@anthonynolan.org  2015-10-09T11:00:44Z   \n",
+       "122                    james.robinson@anthonynolan.org  2015-10-09T11:13:51Z   \n",
+       "123                    james.robinson@anthonynolan.org  2015-10-09T11:15:34Z   \n",
+       "124                    james.robinson@anthonynolan.org  2015-10-12T13:18:45Z   \n",
+       "125                    james.robinson@anthonynolan.org  2015-10-12T13:20:15Z   \n",
+       "126                    james.robinson@anthonynolan.org  2015-10-15T12:46:56Z   \n",
+       "127                    james.robinson@anthonynolan.org  2015-10-15T12:47:31Z   \n",
+       "128                    james.robinson@anthonynolan.org  2015-10-16T16:00:35Z   \n",
+       "129                    james.robinson@anthonynolan.org  2015-10-16T16:01:29Z   \n",
+       "130                    james.robinson@anthonynolan.org  2015-11-11T17:12:40Z   \n",
+       "131                    james.robinson@anthonynolan.org  2015-11-11T17:16:20Z   \n",
+       "132                    james.robinson@anthonynolan.org  2016-01-19T10:43:35Z   \n",
+       "133                    james.robinson@anthonynolan.org  2016-01-19T12:28:52Z   \n",
+       "134                    james.robinson@anthonynolan.org  2016-01-19T12:35:11Z   \n",
+       "135                    james.robinson@anthonynolan.org  2016-01-19T12:42:17Z   \n",
+       "136                    james.robinson@anthonynolan.org  2016-01-19T12:44:35Z   \n",
+       "137                    james.robinson@anthonynolan.org  2016-01-20T14:39:42Z   \n",
+       "138                    james.robinson@anthonynolan.org  2016-01-20T16:22:42Z   \n",
+       "139                    james.robinson@anthonynolan.org  2016-02-01T14:53:57Z   \n",
+       "140                    james.robinson@anthonynolan.org  2016-02-01T14:55:24Z   \n",
+       "141                    james.robinson@anthonynolan.org  2016-02-09T11:17:59Z   \n",
+       "142                    james.robinson@anthonynolan.org  2016-02-09T11:18:33Z   \n",
+       "143                    james.robinson@anthonynolan.org  2016-02-10T10:55:33Z   \n",
+       "144                    james.robinson@anthonynolan.org  2016-02-10T10:57:01Z   \n",
+       "145                    james.robinson@anthonynolan.org  2016-02-10T10:59:26Z   \n",
+       "146                    james.robinson@anthonynolan.org  2016-02-19T12:36:15Z   \n",
+       "147                    james.robinson@anthonynolan.org  2016-02-19T12:37:02Z   \n",
+       "148                    james.robinson@anthonynolan.org  2016-02-19T12:45:20Z   \n",
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+       "706                                 noreply@github.com  2023-01-13T10:04:48Z   \n",
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+       "718                    xenia.georgiou@anthonynolan.org  2023-07-12T15:01:40Z   \n",
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+       "720                                 noreply@github.com  2023-07-26T16:17:14Z   \n",
+       "721                                 noreply@github.com  2023-07-26T16:17:33Z   \n",
+       "722           dominicbarker@Dominics-MacBook-Pro.local  2023-08-11T08:29:21Z   \n",
+       "723                                 noreply@github.com  2023-08-11T08:29:58Z   \n",
+       "724           dominicbarker@Dominics-MacBook-Pro.local  2023-08-25T12:40:58Z   \n",
+       "725                                 noreply@github.com  2023-08-25T12:45:15Z   \n",
+       "726  55495425+michaelcooperAN@users.noreply.github.com  2023-10-12T10:47:32Z   \n",
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+       "728           dominicbarker@Dominics-MacBook-Pro.local  2023-10-20T08:48:44Z   \n",
+       "729                                 noreply@github.com  2023-10-20T09:05:03Z   \n",
+       "730           dominicbarker@Dominics-MacBook-Pro.local  2023-11-09T13:55:56Z   \n",
+       "731                                 noreply@github.com  2023-11-09T13:58:36Z   \n",
+       "732           dominicbarker@Dominics-MacBook-Pro.local  2024-01-11T14:50:19Z   \n",
+       "733                                 noreply@github.com  2024-01-11T14:54:13Z   \n",
+       "734  55495425+michaelcooperAN@users.noreply.github.com  2024-01-16T14:35:51Z   \n",
+       "735  55495425+michaelcooperAN@users.noreply.github.com  2024-01-16T14:43:17Z   \n",
+       "736                                 noreply@github.com  2024-01-16T15:41:14Z   \n",
+       "737           dominicbarker@Dominics-MacBook-Pro.local  2024-01-18T11:05:37Z   \n",
+       "738                                 noreply@github.com  2024-01-18T11:06:05Z   \n",
+       "\n",
+       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  commit.message  \\\n",
+       "0                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Initial commit   \n",
+       "1                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Initial Release and Commit   \n",
+       "2                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Updates to Licence   \n",
+       "3                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Update to Licence file   \n",
+       "4                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Updates to README files   \n",
+       "5                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Updates to License file   \n",
+       "6                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Initial Release and Commit   \n",
+       "7                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Merge pull request #1 from jrob119/3170\\n\\nInitial Release and Commit   \n",
+       "8                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Restructuring to subdirectories   \n",
+       "9                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Merge pull request #2 from jrob119/Latest\\n\\nRestructuring   \n",
+       "10                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Merge pull request #3 from jrob119/3170\\n\\nMerge pull request #2 from jrob119/Latest   \n",
+       "11                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Merge pull request #4 from jrob119/Latest\\n\\nMerge pull request #3 from jrob119/3170   \n",
+       "12                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Removed md5 file   \n",
+       "13                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Merge pull request #5 from jrob119/3170\\n\\nMerge pull request #4 from jrob119/Latest   \n",
+       "14                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Renaming   \n",
+       "15                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Merge pull request #6 from jrob119/Latest\\n\\nRenaming   \n",
+       "16                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Merge pull request #7 from jrob119/3170\\n\\n3170   \n",
+       "17                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Adding XML files   \n",
+       "18                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Added XML Files   \n",
+       "19                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Merge pull request #8 from jrob119/3170\\n\\n3170   \n",
+       "20                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Added Allele lists to Latest Directory   \n",
+       "21                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Renaming subdirectory   \n",
+       "22                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Release 3.18.0   \n",
+       "23                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Release 3.18.0   \n",
+       "24                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Release 3.18.0   \n",
+       "25                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Merge branch '3180' into Latest   \n",
+       "26                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Release 3.18.0   \n",
+       "27                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Release 3.18.0   \n",
+       "28                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Release 3.18.0   \n",
+       "29                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Releas 3.18.0   \n",
+       "30                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Release 3.18.0   \n",
+       "31                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Release 3.18.0   \n",
+       "32                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Correction to C*08:89 Exon 2 coordinates   \n",
+       "33                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Correction to C*08:89 Exon 2 coordinates   \n",
+       "34                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Correction to mark up A*24:252N deletion   \n",
+       "35                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Correction to mark up of A*24:252N deletion   \n",
+       "36                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     hugogenename added to XSD   \n",
+       "37                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     hugogenename added to XSD   \n",
+       "38                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Updating zip file with A*24:252N corrections to text alignments   \n",
+       "39                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Updating zip file with A*24:252N corrections to text alignments   \n",
+       "40                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Updating zip file with A*24:252N corrections to text alignments   \n",
+       "41                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Updating zip file with A*24:252N corrections to text alignments   \n",
+       "42                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Inclusion of single allele G groups   \n",
+       "43                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Inclusion of single allele G groups   \n",
+       "44                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Addition of CWD element   \n",
+       "45                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Release 3.19.0\\n\\nUpdates for Release 3.19.0 of the IMGT/HLA Database   \n",
+       "46                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Merge pull request #11 from jrob119/3.19.0\\n\\nRelease 3.19.0   \n",
+       "47                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Release 3.19.0   \n",
+       "48                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Merge pull request #12 from jrob119/3190\\n\\nRelease 3.19.0   \n",
+       "49                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Release 3.19.0   \n",
+       "50                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Merge pull request #13 from jrob119/3190\\n\\nRelease 3.19.0   \n",
+       "51                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Update for Release 3.19.0   \n",
+       "52                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Merge pull request #14 from jrob119/3190\\n\\nUpdate for Release 3.19.0   \n",
+       "53                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Release 3.19.0 Update   \n",
+       "54                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Merge pull request #15 from jrob119/3190\\n\\nRelease 3.19.0 Update   \n",
+       "55                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Release 3.19.0 - XML patch\\n\\nCorrection to encoding of single base pair exons in Class II   \n",
+       "56                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Merge pull request #16 from jrob119/3190\\n\\nRelease 3.19.0 - XML patch   \n",
+       "57                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Correction to length of aberrant splice site   \n",
+       "58                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Merge pull request #17 from jrob119/3190\\n\\nCorrection to length of aberrant splice site   \n",
+       "59                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Merge pull request #18 from jrob119/3190\\n\\nB*15:302N exon 2 and 3 coordinates corrected   \n",
+       "60                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  B*15:302N exon 2 and 3 coordinates corrected   \n",
+       "61                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Release 3.20.0   \n",
+       "62                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Merge pull request #19 from jrob119/3200\\n\\nRelease 3.20.0   \n",
+       "63                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Release 3.20.0   \n",
+       "64                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Merge pull request #20 from jrob119/3200\\n\\nRelease 3.20.0   \n",
+       "65                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Release 3.20.0   \n",
+       "66                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Merge pull request #21 from jrob119/3200\\n\\nRelease 3.20.0   \n",
+       "67                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Delete Alignments Rel_3190.zip   \n",
+       "68                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Delete Alignments Rel_3190.zip   \n",
+       "69                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Release 3.20.0   \n",
+       "70                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #22 from jrob119/3200\\n\\n3200   \n",
+       "71                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Release 3.20.0 Patch\\n\\nInclusion of DRB5*01:15 sequence and formatting issues   \n",
+       "72                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #23 from jrob119/3200\\n\\nRelease 3.20.0 Patch   \n",
+       "73                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Release 3.20.0\\n\\nInclusion of genomic sequences in hla.dat and XML files.   \n",
+       "74                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Merge pull request #24 from jrob119/3200\\n\\nRelease 3.20.0   \n",
+       "75                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Update to information for Release 3.10.0\\n\\nCorrection to information for Release 3.10.0   \n",
+       "76                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Merge pull request #25 from jrob119/3200\\n\\nUpdate to information for Release 3.10.0   \n",
+       "77                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Release 3.0.0 Files\\n\\nFiles for Release 3.0.0   \n",
+       "78                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Release 3.0.0 Files\\n\\nRelease 3.0.0 Files   \n",
+       "79                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Release 3.1.0 Files\\n\\nRelease 3.1.0 Files   \n",
+       "80                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Release 3.2.0 Files\\n\\nRelease 3.2.0 Files   \n",
+       "81                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Release 3.3.0 Files\\n\\nRelease 3.3.0 Files   \n",
+       "82                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Release 3.4.0 Files\\n\\nRelease 3.4.0 Files   \n",
+       "83                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Release 3.4.0 Files\\n\\nRelease 3.4.0 Files   \n",
+       "84                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Release 3.5.0 Files\\n\\nRelease 3.5.0 Files   \n",
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+       "107                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Files for IMGT/HLA Release 3.21.0\\n\\nFiles for IMGT/HLA Release 3.21.0   \n",
+       "108                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Files for IMGT/HLA Release 3.21.0\\n\\nFiles for IMGT/HLA Release 3.21.0   \n",
+       "109                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Revert \"Files for IMGT/HLA Release 3.21.0\"\\n\\nThis reverts commit e323af41423a8925cdafccb743c5dcff83e644d8.   \n",
+       "110                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Release 3.21.0\\n\\nFiles for Release IMGT/HLA 3.21.0   \n",
+       "111                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Merge pull request #28 from jrob119/3210\\n\\n3210   \n",
+       "112                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Files for Release 3.21.0   \n",
+       "113                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Merge pull request #29 from jrob119/3210\\n\\nFiles for Release 3.21.0   \n",
+       "114                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Update for Release 3.21.1\\n\\nThe alleles DPB1*136:01 and DPB1*440:01 contained intronic sequence at\\nthe end of the CDS sequence.   \n",
+       "115                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Merge pull request #30 from jrob119/3210\\n\\nUpdate for Release 3.21.1   \n",
+       "116                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Update for Release 3.21.1\\n\\nUpdate for Release 3.21.1   \n",
+       "117                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Merge pull request #31 from jrob119/3210\\n\\nUpdate for Release 3.21.1   \n",
+       "118                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Update for 3.21.0\\n\\nIncludes B*40:155:01G group and single allele group DRB1*11:11:01G   \n",
+       "119                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Merge pull request #32 from jrob119/3210\\n\\nUpdate for 3.21.0   \n",
+       "120                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Release 3.22.0\\n\\nFiles for Release 3.22.0 of IPD-IMGT/HLA   \n",
+       "121                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Merge pull request #33 from jrob119/3220\\n\\nRelease 3.22.0   \n",
+       "122                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Release 3.22.0   \n",
+       "123                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Merge pull request #34 from jrob119/3220\\n\\nRelease 3.22.0   \n",
+       "124                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Release 3.22.0\\n\\nHFE sequences removed from HLA-H files   \n",
+       "125                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Merge pull request #35 from jrob119/3220\\n\\nRelease 3.22.0   \n",
+       "126                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Release 3.22.0\\n\\nFix to include DRB5 genomic sequences   \n",
+       "127                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Merge pull request #36 from jrob119/3220\\n\\nRelease 3.22.0   \n",
+       "128                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Release 3.22.0\\n\\nFix to include the DRB5 genomic sequences and corrected coordinates for\\nB*07:251N and DRB1*14:166N   \n",
+       "129                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Merge pull request #37 from jrob119/3220\\n\\nRelease 3.22.0   \n",
+       "130                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   HLA-H Sequence Correction\\n\\nCorrection to sequence of HLA-H alleles. The sequence section contained\\npart of a file path.   \n",
+       "131                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Merge pull request #38 from jrob119/3220\\n\\nHLA-H Sequence Correction   \n",
+       "132                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Release 3.23.0\\n\\nFiles for Release 3.23.0 of the IPD-IMGT/HLA Database   \n",
+       "133                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Release 3.23.0\\n\\nFiles for Release 3.23.0 of the IPD-IMGT/HLA Database   \n",
+       "134                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Merge pull request #39 from jrob119/3230\\n\\n3230   \n",
+       "135                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Release 3.23.0\\n\\nFiles for Release 3.23.0 of the IPD-IMGT/HLA Database   \n",
+       "136                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Merge pull request #40 from jrob119/3230\\n\\nRelease 3.23.0   \n",
+       "137                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Release 3.23.0\\n\\nUpdate to README and removal of duplicate DRB3,4,5 sequences in XML\\nformatted file.   \n",
+       "138                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Merge pull request #41 from jrob119/3230\\n\\nRelease 3.23.0   \n",
+       "139                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Release 3.23.0 Update\\n\\nAddition of data for some HLA-F alleles.   \n",
+       "140                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge pull request #42 from jrob119/3230\\n\\nRelease 3.23.0 Update   \n",
+       "141                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Release 3.23.0\\n\\nUpdate to hla.dat file to include DRB1 genomic sequences.   \n",
+       "142                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Merge pull request #43 from jrob119/3230\\n\\nRelease 3.23.0   \n",
+       "143                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Release 3.23.0\\n\\nUpdate to include missing DRB genomic sequences   \n",
+       "144                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Release 3.23.0\\n\\nUpdate to include missing DRB genomic sequences   \n",
+       "145                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Merge pull request #45 from jrob119/3230\\n\\n3230   \n",
+       "146                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Release 3.23.0 HL7 Update\\n\\nISO Standardised HL7 OIDs added   \n",
+       "147                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Merge pull request #46 from jrob119/3230\\n\\nRelease 3.23.0 HL7 Update   \n",
+       "148                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
+       "149                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
+       "150                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
+       "151                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
+       "152                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
+       "153                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Merge pull request #47 from jrob119/3230\\n\\n3230   \n",
+       "154                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Release 3.23.0 Update\\n\\nMissing Group IDs added and single allele G Groups i.e. A*24:02:34\\nincluded in to file.   \n",
+       "155                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge pull request #48 from jrob119/3230\\n\\nRelease 3.23.0 Update   \n",
+       "156                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Release 3.24.0 Update\\n\\nFiles for Release 3.24.0 of the IPD-IMGT/HLA Database   \n",
+       "157                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Merge pull request #49 from jrob119/Latest\\n\\nRelease 3.24.0   \n",
+       "158                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Merge pull request #51 from jrob119/3240\\n\\nRelease 3.24.0   \n",
+       "159                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Release 3.24.0\\n\\nFiles for Release 3.24.0 of the IPD-IMGT/HLA Database   \n",
+       "160                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Merge pull request #52 from jrob119/3240\\n\\nRelease 3.24.0   \n",
+       "161                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Release 3.24.0 Update\\n\\nAmendments to wmda/hla_nom.txt file, the ’Deleted Antigen/Allele\\nIdentical to’ column for Cw1401\\nand DRB112031 was updated   \n",
+       "162                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge pull request #53 from jrob119/3240\\n\\nRelease 3.24.0 Update   \n",
+       "163                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Release 3.24.0 Update\\n\\nRemoval of duplicate DRB345 entries from hla.xml file   \n",
+       "164                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge pull request #54 from jrob119/3240\\n\\nRelease 3.24.0 Update   \n",
+       "165                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
+       "166                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Updated 3.24.0 OID Readme   \n",
+       "167                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Merge pull request #56 from jrob119/3240\\n\\nUpdated 3.24.0 OID Readme   \n",
+       "168                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Updated OID README.md   \n",
+       "169                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge pull request #57 from jrob119/3240\\n\\nUpdated OID README.md   \n",
+       "170                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Update to Release 3.24.0\\n\\nThe A*30:89 genomic sequence was erroneously omitted from the release.\\nThe alignment of the C*04:09N sequence has been reviewed and updated.\\nThe nucleotide and protein sequences have not changed.   \n",
+       "171                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Merge pull request #58 from jrob119/3240\\n\\nUpdate to Release 3.24.0   \n",
+       "172                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Release 3.24.0 Update\\n\\nIncomplete transfer of hla.dat file   \n",
+       "173                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge pull request #59 from jrob119/3240\\n\\nRelease 3.24.0 Update   \n",
+       "174                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Release 3.24.0 Update\\n\\nIncomplete transfer of hla.dat file   \n",
+       "175                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge pull request #60 from jrob119/3240\\n\\nRelease 3.24.0 Update   \n",
+       "176                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Release 3.24.0.1 Update\\n\\nVersion Report - 3.24.0.1 (2016-05)\\n\\nThe following changes have been made to release 3.24.0 to correct a\\nnumber of protein sequences, a number of minor errors in displaying the\\nsequences and to include a number of sequences that were accidently\\nomitted.\\n\\nCDS sequences\\n\\nThe C*04:09N deletion was incorrectly displayed.\\nThe CDS sequences were not changed.\\n\\nProtein sequences\\n\\nThe following proteins sequences were incorrectly translated; A*30:78N,\\nA*68:11N, C*03:316N, C*04:09N, DRB5*01:08N.\\nThe following proteins sequences did not have the stop codon displayed;\\nA*01:04N, A*68:18N, DPB1*507:01N.\\n\\nGenomic sequences\\n\\nThe following sequences were omitted; A*02:17:02, A*30:89, B*14:03,\\nB*15:08:01, B*15:30, B*35:04:01, B*35:43:01, B*39:09:01, B*51:08:01,\\nB*58:02:01, C*02:10:01:03,C*07:01:01:05, C*14:02:01:02, E*01:03:04,\\nE*01:06, E*01:08N, E*01:09, E*01:10, DQB1*02:02:01:02.\\n\\nThe displayed sequences of the following alleles have been modified;\\nA*68:18N, C*04:09N, DRB1*01:01:01, DRB1*01:03, DRB1*04:07:01,\\nDRB1*07:01:01:03, DRB1*10:01:01:02, DRB1*11:02:01, DRB1*11:03:01,\\nDRB1*11:01:01:02, DRB1*12:01:01:02, DRB1*12:01:01:03, DRB1*13:01:01:02,\\nDRB1*15:02:01:02, DRB1*16:01:01, DRB1*16:02:01:02.\\n\\nChanges to the hla.dat file\\n\\nAt the request of our users, deleted alleles have been added to the\\nhla.dat file. These are included as an entry with a single ambiguous\\nbase 'x' in the nucleotide sequence. The 'DE' line descibes the allele\\nand the reason for deletion.   \n",
+       "177                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Release 3.24.0.1 Update\\n\\nVersion Report - 3.24.0.1 (2016-05)\\n\\nThe following changes have been made to release 3.24.0 to correct a\\nnumber of protein sequences, a number of minor errors in displaying the\\nsequences and to include a number of sequences that were accidently\\nomitted.\\n\\nCDS sequences\\n\\nThe C*04:09N deletion was incorrectly displayed.\\nThe CDS sequences were not changed.\\n\\nProtein sequences\\n\\nThe following proteins sequences were incorrectly translated; A*30:78N,\\nA*68:11N, C*03:316N, C*04:09N, DRB5*01:08N.\\nThe following proteins sequences did not have the stop codon displayed;\\nA*01:04N, A*68:18N, DPB1*507:01N.\\n\\nGenomic sequences\\n\\nThe following sequences were omitted; A*02:17:02, A*30:89, B*14:03,\\nB*15:08:01, B*15:30, B*35:04:01, B*35:43:01, B*39:09:01, B*51:08:01,\\nB*58:02:01, C*02:10:01:03,C*07:01:01:05, C*14:02:01:02, E*01:03:04,\\nE*01:06, E*01:08N, E*01:09, E*01:10, DQB1*02:02:01:02.\\n\\nThe displayed sequences of the following alleles have been modified;\\nA*68:18N, C*04:09N, DRB1*01:01:01, DRB1*01:03, DRB1*04:07:01,\\nDRB1*07:01:01:03, DRB1*10:01:01:02, DRB1*11:02:01, DRB1*11:03:01,\\nDRB1*11:01:01:02, DRB1*12:01:01:02, DRB1*12:01:01:03, DRB1*13:01:01:02,\\nDRB1*15:02:01:02, DRB1*16:01:01, DRB1*16:02:01:02.\\n\\nChanges to the hla.dat file\\n\\nAt the request of our users, deleted alleles have been added to the\\nhla.dat file. These are included as an entry with a single ambiguous\\nbase 'x' in the nucleotide sequence. The 'DE' line descibes the allele\\nand the reason for deletion.   \n",
+       "178                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Merge pull request #61 from jrob119/3240\\n\\n3240   \n",
+       "179                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Addition of archives and README\\n\\nAddition of archives and README to directory   \n",
+       "180                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Merge pull request #62 from ANHIG/3240\\n\\nAddition of archives and README   \n",
+       "181                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
+       "182                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Create README.md   \n",
+       "183                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.25.0\\n\\nUpdate to Release 3.25.0 of the IPD-IMGT/HLA   \n",
+       "184                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        IPD-IMGT/HLA Release 3.25.0\\n\\nUpdate for IPD-IMGT/HLA Release 3.25.0   \n",
+       "185                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Merge pull request #65 from ANHIG/3250\\n\\n3250   \n",
+       "186                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Release 3.25.0 Update\\n\\nDPB2 sequences were omitted from the concatenated fasta libraries.   \n",
+       "187                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #66 from ANHIG/3250\\n\\nRelease 3.25.0 Update   \n",
+       "188                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Release 3.25.0 Update\\n\\nDPB2 sequences were omitted from the concatenated fasta libraries.   \n",
+       "189                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #67 from ANHIG/3250\\n\\nRelease 3.25.0 Update   \n",
+       "190                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Release 3.25.0 Update\\n\\nInclusion of DPB2 files into zipped archive   \n",
+       "191                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #68 from ANHIG/3250\\n\\nRelease 3.25.0 Update   \n",
+       "192                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              IPD-IMGT/HLA Release 3.25.0 Update\\n\\nUpdate to filenames and zipped alignments   \n",
+       "193                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Merge pull request #69 from ANHIG/3250\\n\\nIPD-IMGT/HLA Release 3.25.0 Update   \n",
+       "194                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Release 3.25.0 Update\\n\\nAddition of DRB1*04:94:02N to deleted alleles file   \n",
+       "195                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Release 3.25.0 Update\\n\\nAddition of missing asterisks to aligned sequences of two HLA-DQB1 and\\none HLA-C sequence.   \n",
+       "196                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Merge pull request #70 from ANHIG/3250\\n\\n3250   \n",
+       "197                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Deleted alleles update\\n\\nUpdate to description of DRB1*08:01:03 deletion   \n",
+       "198                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Merge pull request #71 from ANHIG/3250\\n\\nDeleted alleles update   \n",
+       "199                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         IPD-IMGT/HLA Release 3.26.0\\n\\nFiles for IPD-IMGT/HLA Release 3.26.0   \n",
+       "200                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Merge pull request #72 from ANHIG/3260\\n\\nIPD-IMGT/HLA Release 3.26.0   \n",
+       "201                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Delete .DS_Store   \n",
+       "202                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Delete README   \n",
+       "203                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         IPD-IMGT/HLA Release 3.26.0\\n\\nTSV to CSV formatting   \n",
+       "204                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     IPD-IMGT/HLA Release 3.26.0\\n\\nRemoval of .DS_Store file   \n",
+       "205                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Merge pull request #73 from ANHIG/3260\\n\\nIPD-IMGT/HLA Release 3.26.0   \n",
+       "206                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   IPD-IMGT/HLA Release 3.26.0\\n\\nUpdated md5 checksum values   \n",
+       "207                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Merge pull request #74 from ANHIG/3260\\n\\nIPD-IMGT/HLA Release 3.26.0   \n",
+       "208                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             IPD-IMGT/HLA Release 3.26.0\\n\\nAddition of DPB1 and DPB2 sequences to the fasta, pir and msf\\ndirectories. Removal of a ‘Vertical Tab’ character from the hla.xml\\nfile and removal of Icon and .DS_store files from directories   \n",
+       "209                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Merge pull request #77 from ANHIG/3260\\n\\nIPD-IMGT/HLA Release 3.26.0   \n",
+       "210                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         IPD-IMGT/HLA Release 3.26.0\\n\\nUpdated MD5 checksums   \n",
+       "211                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Merge pull request #78 from ANHIG/3260\\n\\nIPD-IMGT/HLA Release 3.26.0   \n",
+       "212                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               IPD-IMGT/HLA Release 3.26.0\\n\\nUpdate to allele name on line 3016 of A_gen.txt   \n",
+       "213                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Merge pull request #79 from ANHIG/3260\\n\\nIPD-IMGT/HLA Release 3.26.0   \n",
+       "214                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    IPD-IMGT/HLA Release 3.26.0 Update\\n\\nInclusion of gene number in file names  of some class II files for\\nconsistency i.e. DPA1 and not DPA.\\n\\nThree allele entries were missing from the A_gen.txt file but present\\nin other genomic file formats; A*31:01:24, A*32:01:24, A*68:01:24.   \n",
+       "215                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Merge pull request #82 from ANHIG/3260\\n\\nIPD-IMGT/HLA Release 3.26.0 Update   \n",
+       "216                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         IPD-IMGT/HLA Release 3.2.0 XML Update\\n\\nThe accession number of the HLA-DQA1 reference allele was omitted from\\na number of entries   \n",
+       "217                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #83 from ANHIG/3260\\n\\nIPD-IMGT/HLA Release 3.2.0 XML Update   \n",
+       "218                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      IPD-IMGT/HLA Release 3.2.0 XML Update\\n\\nRemoval of non-ascii character   \n",
+       "219                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #84 from ANHIG/3260\\n\\nIPD-IMGT/HLA Release 3.2.0 XML Update   \n",
+       "220                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Release IPD-IMGT/HLA 3.26.0.0.1\\n\\nThe sequence of the B*35:40N was updated to remove an ’N’ in the intron\\n5 sequence, and replace this with a ‘C’   \n",
+       "221                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Merge pull request #85 from ANHIG/3260\\n\\nRelease IPD-IMGT/HLA 3.26.0.1   \n",
+       "222                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             IPD-IMGT/HLA Release 3.26.0.1\\n\\nReinstatement of DPB1 and DPB2 genomic sequences to the hla_gen.fasta\\nfiles, which hold all genomic sequences.   \n",
+       "223                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             IPD-IMGT/HLA Release 3.26.0.1\\n\\nReinstatement of DPB1 and DPB2 genomic sequences to the hla_gen.fasta\\nfiles, which hold all genomic sequences.   \n",
+       "224                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Merge pull request #86 from ANHIG/3260\\n\\nIPD-IMGT/HLA Release 3.26.0.1   \n",
+       "225                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     IPD-IMGT/HLA Release 3.26.0.1\\n\\nE*01:01:01:06 and E*01:01:01:07 correctly added to E*01:01:01G in\\nhla_nomg_g.txt file.   \n",
+       "226                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Release IPD-IMGT/HLA 3.26.0.0.1\\n\\nAddition of A*03:02:12 to Deleted Alleles list.   \n",
+       "227                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Merge pull request #87 from ANHIG/3260\\n\\n3260   \n",
+       "228                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         IPD-IMGT/HLA Release 3.27.0\\n\\nFiles for IPD-IMGT/HLA Release 3.27.0   \n",
+       "229                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Merge pull request #90 from ANHIG/3270\\n\\nIPD-IMGT/HLA Release 3.27.0   \n",
+       "230                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         IPD-IMGT/HLA Release 3.27.0\\n\\nFiles for IPD-IMGT/HLA Release 3.27.0   \n",
+       "231                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Merge pull request #91 from ANHIG/3270\\n\\nIPD-IMGT/HLA Release 3.27.0   \n",
+       "232                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            IPD-IMGT/HLA Release 3.27.0\\n\\nFiles for IPD-IMGT/HLA Release 3.27.0, includes amending lowercase ‘g’\\nt ‘G’ at start of B*15:11:01 gDNA sequence   \n",
+       "233                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Merge pull request #92 from ANHIG/3270\\n\\nIPD-IMGT/HLA Release 3.27.0   \n",
+       "234                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Delete errant Icon file   \n",
+       "235                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Delete Icon   \n",
+       "236                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             IPD-IMGT/HLA Release 3.27.0\\n\\nClass I alignment corrected for HLA-B and HLA-C, which had an extra\\ninsertion compared to HLA-A.   \n",
+       "237                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Merge pull request #97 from ANHIG/3270\\n\\n3270   \n",
+       "238                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           IPD-IMGT/HLA Release 3.27.0\\n\\nCorrection of spelling in README.md   \n",
+       "239                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.27.0\\n\\nUpdates to the HLA-B and HLA-C genomic sequences due to the omission of\\nB*42:02:01:01 and C*12:02:01:01 and truncation of B*39:01:01:03 and\\nB*58:01:01:01.   \n",
+       "240                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       IPD-IMGT/HLA Release 3.27.0\\n\\nAddition of README.md to WMDA directory   \n",
+       "241                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       IPD-IMGT/HLA Release 3.27.0\\n\\nAddition of README.md to WMDA directory   \n",
+       "242                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      IPD-IMGT/HLA Release 3.27.0\\n\\nUpdates to the HLA-B genomic sequences due to the omission of\\nB*35:40N.   \n",
+       "243                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Merge pull request #99 from ANHIG/3270\\n\\n3270   \n",
+       "244                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   IPD-IMGT/HLA Release 3.27.0\\n\\nUpdates to the HLA-C and HLA-DQB1 genomic sequences to address issues\\nwith C*12:02:02 and DQB1*04:02:01:01   \n",
+       "245                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #100 from ANHIG/3270\\n\\nIPD-IMGT/HLA Release 3.27.0   \n",
+       "246                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
+       "247                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Merge pull request #101 from ANHIG/3270\\n\\nUpdate README.md   \n",
+       "248                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.26.0 - XML Patch\\n\\nAdded release number and date to headers of file   \n",
+       "249                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         IPD-IMGT/HLA Release 3.28.0\\n\\nFiles for IPD-IMGT/HLA Release 3.28.0   \n",
+       "250                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #102 from ANHIG/3280\\n\\nIPD-IMGT/HLA Release 3.28.0   \n",
+       "251                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           IPD-IMGT/HLA Release 3.28.0\\n\\nRemoval of DPA1*02:02:01 from DPA1*02:02P group following deletion of DPA1*02:02:01   \n",
+       "252                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #103 from ANHIG/3280\\n\\nIPD-IMGT/HLA Release 3.28.0   \n",
+       "253                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    IPD-IMGT/HLA Release 3.28.0\\n\\nRemoval of A*03:279N from hla_nom_g.txt file, and update of md5\\nchecksums   \n",
+       "254                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #104 from ANHIG/3280\\n\\nIPD-IMGT/HLA Release 3.28.0   \n",
+       "255                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       IPD-IMGT/HLA Release 3.28.0\\n\\nUpdate to the exon coordinates listed in the hla.dat files for\\nB*15:149N and B*15:246N   \n",
+       "256                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #105 from ANHIG/3280\\n\\nIPD-IMGT/HLA Release 3.28.0   \n",
+       "257                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Addition of historical WMDA files\\n\\nAddition of historical WMDA files   \n",
+       "258                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Addition of historical WMDA files\\n\\nAddition of historical WMDA files   \n",
+       "259                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Addition of historical WMDA files\\n\\nAddition of historical WMDA files   \n",
+       "260                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Addition of WMDA files\\n\\nAddition of WMDA files   \n",
+       "261                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Addition of WMDA files\\n\\nAddition of WMDA files   \n",
+       "262                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Addition of historical WMDA files\\n\\nAddition of historical WMDA files   \n",
+       "263                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Addition of WMDA Files\\n\\nAddition of WMDA Files   \n",
+       "264                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Addition of WMDA Files\\n\\nAddition of WMDA Files   \n",
+       "265                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Addition of WMDA Files\\n\\nAddition of WMDA Files   \n",
+       "266                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Addition of WMDA Files\\n\\nAddition of WMDA Files   \n",
+       "267                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Addition of WMDA Files\\n\\nAddition of WMDA Files   \n",
+       "268                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Addition of WMDA Files\\n\\nAddition of WMDA Files   \n",
+       "269                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Addition of WMDA Files\\n\\nAddition of WMDA Files   \n",
+       "270                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Update of WMDA Files\\n\\nUpdate of WMDA Files   \n",
+       "271                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Addition of WMDA Files\\n\\nAddition of WMDA Files   \n",
+       "272                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Addition of WMDA Files\\n\\nAddition of WMDA Files   \n",
+       "273                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Addition of WMDA Files\\n\\nAddition of WMDA Files   \n",
+       "274                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Addition of WMDA Files\\n\\nAddition of WMDA Files   \n",
+       "275                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Update of WMDA Files\\n\\nUpdate of WMDA Files   \n",
+       "276                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Addition of WMDA Files and removal of files from Release 3.25.0\\n\\nThe directory was missing some data from Release 3.2.0 and contained\\nadditional data from Release 3.25.0. The additional files have been\\nremoved.   \n",
+       "277                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Addition of WMDA files\\n\\nAddition of WMDA files   \n",
+       "278                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Addition of WMDA files\\n\\nAddition of WMDA files   \n",
+       "279                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Addition of WMDA files\\n\\nAddition of WMDA files   \n",
+       "280                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Addition of WMDA files\\n\\nAddition of WMDA files   \n",
+       "281                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Addition of WMDA checksum file\\n\\nAddition of WMDA checksum file   \n",
+       "282                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Addition of WMDA checksum file\\n\\nAddition of WMDA checksum file   \n",
+       "283                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Addition of WMDA checksum file and removal of zipped archives\\n\\nAddition of WMDA checksum file and removal of zipped archives   \n",
+       "284                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Addition of WMDA checksum file and removal of zipped archives\\n\\nAddition of WMDA checksum file and removal of zipped archives   \n",
+       "285                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Addition of WMDA checksum file\\n\\nAddition of WMDA checksum file   \n",
+       "286                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         IPD-IMGT/HLA Release 3.29.0\\n\\nFiles for IPD-IMGT/HLA Release 3.29.0   \n",
+       "287                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      IPD-IMGT/HLA Release 3.28.0\\n\\nUpdate to README regarding gen.txt files   \n",
+       "288                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      IPD-IMGT/HLA Release 3.29.0\\n\\nUpdate to README regarding gen.txt files   \n",
+       "289                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #107 from ANHIG/3290\\n\\n3290   \n",
+       "290                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       IPD-IMGT/HLA Release 3.29.0\\n\\nUpdate to hla_nom.txt, hla_nom_g.txt and hola_nom_p.txt   \n",
+       "291                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #108 from ANHIG/3290\\n\\nIPD-IMGT/HLA Release 3.29.0   \n",
+       "292                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         IPD-IMGT/HLA Release 3.29.0\\n\\nDQA1*05:05:01:03 contained commas (,) instead of periods (.) to\\nrepresent indels in the 3’ UTR in the DQA1_gen.txt and hla.dat files   \n",
+       "293                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #109 from ANHIG/3290\\n\\nIPD-IMGT/HLA Release 3.29.0   \n",
+       "294                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         IPD-IMGT/HLA Release 3.29.0\\n\\nUpdate to fix listed sequence length of DQA1*05:05:01:03 in hla.dat and\\nhla.xml and addition of B*40:155:01G to hla_ambigs.xml file.   \n",
+       "295                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #110 from ANHIG/3290\\n\\nIPD-IMGT/HLA Release 3.29.0   \n",
+       "296                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   IPD-IMGT/HLA Release 3.29.0.1\\n\\nThe following changes have been made to the IPD-IMGT/HLA Database since\\nthe release of 3.29.0. There have been no changes to the CDS sequences,\\nwhich would result in allele name changes.\\n\\nThe following sequences: HLA-A*66:28N, HLA-B*59:10N, MICA*015,\\nMICA*017, MICA*068, MICA*083, MICA*084 have had sequence feature\\ncoordinates corrected in the XML and hla.dat files, these changes do\\nnot impact on the sequence, only the markup used in certain files.\\n\\nThe numbering of the genomic alignments of HLA-DQA1 was incorrect and\\nhas been updated in the text and online alignments.\\n\\nThe following changes have been made to the genomic sequences of a\\nnumber of Class II alleles.\\n\\nCommas in the genomic alignment for HLA-DQA1*05:05:01:03 have been\\ncorrected to full stops.\\n\\nThe following HLA-DQB1 and HLA-DRB1 sequences contained a number of\\nerrors in the 3.29.0 release, these sequences have been restored to the\\ncorrect sequence as published in release 3.28.0;\\n\\nDQB1*06:03:21, DQB1*06:03:23, DQB1*06:03:24, DQB1*06:03:25,\\nDQB1*06:03:26, DQB1*06:04:01, DQB1*06:09:01:01, DQB1*06:09:01:02,\\nDQB1*06:111, DQB1*06:117, DQB1*06:125, DRB1*03:01:01:01,\\nDQB1*06:228, DRB1*01:03:01, DRB1*04:01:01:01, DRB1*04:01:01:02,\\nDRB1*07:01:01:03 DRB1*10:01:01:02, DRB1*11:01:01:02, DRB1*11:02:01,\\nDRB1*11:03:01, DRB1*12:01:01:02, DRB1*12:01:01:03, DRB1*13:01:01:02,\\nDRB1*14:02:01, DRB1*15:02:01:02, DRB1*15:03:01:02 DRB1*16:01:01,\\nDRB1*16:02:01:02   \n",
+       "297                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   IPD-IMGT/HLA Release 3.29.0.1\\n\\nThe following changes have been made to the IPD-IMGT/HLA Database since\\nthe release of 3.29.0. There have been no changes to the CDS sequences,\\nwhich would result in allele name changes.\\n\\nThe following sequences: HLA-A*66:28N, HLA-B*59:10N, MICA*015,\\nMICA*017, MICA*068, MICA*083, MICA*084 have had sequence feature\\ncoordinates corrected in the XML and hla.dat files, these changes do\\nnot impact on the sequence, only the markup used in certain files.\\n\\nThe numbering of the genomic alignments of HLA-DQA1 was incorrect and\\nhas been updated in the text and online alignments.\\n\\nThe following changes have been made to the genomic sequences of a\\nnumber of Class II alleles.\\n\\nCommas in the genomic alignment for HLA-DQA1*05:05:01:03 have been\\ncorrected to full stops.\\n\\nThe following HLA-DQB1 and HLA-DRB1 sequences contained a number of\\nerrors in the 3.29.0 release, these sequences have been restored to the\\ncorrect sequence as published in release 3.28.0;\\n\\nDQB1*06:03:21, DQB1*06:03:23, DQB1*06:03:24, DQB1*06:03:25,\\nDQB1*06:03:26, DQB1*06:04:01, DQB1*06:09:01:01, DQB1*06:09:01:02,\\nDQB1*06:111, DQB1*06:117, DQB1*06:125, DRB1*03:01:01:01,\\nDQB1*06:228, DRB1*01:03:01, DRB1*04:01:01:01, DRB1*04:01:01:02,\\nDRB1*07:01:01:03 DRB1*10:01:01:02, DRB1*11:01:01:02, DRB1*11:02:01,\\nDRB1*11:03:01, DRB1*12:01:01:02, DRB1*12:01:01:03, DRB1*13:01:01:02,\\nDRB1*14:02:01, DRB1*15:02:01:02, DRB1*15:03:01:02 DRB1*16:01:01,\\nDRB1*16:02:01:02   \n",
+       "298                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #111 from ANHIG/3290\\n\\n3290   \n",
+       "299                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 IPD-IMGT/HLA Release 3.29.0.1\\n\\nIPD-IMGT/HLA Release 3.29.0.1\\nThe following changes have been made to the IPD-IMGT/HLA Database since\\nthe release of 3.29.0. There have been no changes to the CDS sequences,\\nwhich would result in allele name changes.\\n\\nThe following sequences: HLA-A*66:28N, HLA-B*59:10N, MICA*015,\\nMICA*017, MICA*068, MICA*083, MICA*084 have had sequence feature\\ncoordinates corrected in the XML and hla.dat files, these changes do\\nnot impact on the sequence, only the markup used in certain files.\\n\\nThe numbering of the genomic alignments of HLA-DQA1 was incorrect and\\nhas been updated in the text and online alignments.\\n\\nThe following changes have been made to the genomic sequences of a\\nnumber of Class II alleles.\\n\\nCommas in the genomic alignment for HLA-DQA1*05:05:01:03 have been\\ncorrected to full stops.\\n\\nThe following HLA-DQB1 and HLA-DRB1 sequences contained a number of\\nerrors in the 3.29.0 release, these sequences have been restored to the\\ncorrect sequence as published in release 3.28.0;\\n\\nDQB1*06:03:21, DQB1*06:03:23, DQB1*06:03:24, DQB1*06:03:25,\\nDQB1*06:03:26, DQB1*06:04:01, DQB1*06:09:01:01, DQB1*06:09:01:02,\\nDQB1*06:111, DQB1*06:117, DQB1*06:125, DRB1*03:01:01:01,\\nDRB1*03:01:01:02, DQB1*06:228, DRB1*01:03:01, DRB1*04:01:01:01,\\nDRB1*04:01:01:02,\\nDRB1*07:01:01:03 DRB1*10:01:01:02, DRB1*11:01:01:02, DRB1*11:02:01,\\nDRB1*11:03:01, DRB1*12:01:01:02, DRB1*12:01:01:03, DRB1*13:01:01:02,\\nDRB1*14:02:01, DRB1*15:02:01:02, DRB1*15:03:01:02 DRB1*16:01:01,\\nDRB1*16:02:01:02   \n",
+       "300                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Merge pull request #112 from ANHIG/3290\\n\\nIPD-IMGT/HLA Release 3.29.0.1   \n",
+       "301                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         IPD-IMGT/HLA Release 3.30.0\\n\\nFiles for IPD-IMGT/HLA Release 3.30.0   \n",
+       "302                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #115 from ANHIG/3300\\n\\nIPD-IMGT/HLA Release 3.30.0   \n",
+       "303                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               IPD-IMGT/HLA Release 3.30.0.\\n\\nThe CDS line of the hla.dat file has been updated, in response to\\nreported parser errors. The ‘<‘ has been removed from all entries and\\nthe join condition is only used when at least two blocks of coordinates\\nare listed.   \n",
+       "304                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Merge pull request #119 from ANHIG/3300\\n\\nIPD-IMGT/HLA Release 3.30.0.   \n",
+       "305                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Update to hla.dat\\n\\nAdditional sequence features for HLA-DRB1*14:13 removed.   \n",
+       "306                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              IPD-IMGT/HLA Release 3.30.0\\n\\nRemoval of erroneous pseudo tag on a number of exon 5 sequences.   \n",
+       "307                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge branch 'Latest' into 3300   \n",
+       "308                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
+       "309                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Merge pull request #121 from ANHIG/3300\\n\\nUpdate to README.md   \n",
+       "310                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               HLA.dat Manual\\n\\nA copy of the hla.dat manual   \n",
+       "311                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
+       "312                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
+       "313                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
+       "314                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
+       "315                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
+       "316                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
+       "317                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Merge pull request #122 from ANHIG/3300\\n\\nAddition of Manual.MD to Latest   \n",
+       "318                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               IPD-IMGT/HLA Release 3.30.0\\n\\nUpdates to Allele_status.txt as recently released alleles were not\\nincluded. Addition of manual for hla.dat file and md5checksum.txt\\nupdated.   \n",
+       "319                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #123 from ANHIG/3300\\n\\nIPD-IMGT/HLA Release 3.30.0   \n",
+       "320                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            IPD-IMGT/HLA Release 3.30.0\\n\\nUpdate to Manual.md file details SV entry in ID line, and SV line.   \n",
+       "321                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            IPD-IMGT/HLA Release 3.30.0\\n\\nUpdate to Manual.md file details SV entry in ID line, and SV line.   \n",
+       "322                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          IPD-IMGT/HLA Release 3.30.0 Update\\n\\nUpdates to manual, and date and release number added to hla_ambigs.xml\\nfile.   \n",
+       "323                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #124 from ANHIG/3300\\n\\nIPD-IMGT/HLA Release 3.30.0   \n",
+       "324                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              IPD-IMGT/HLA Release 3.30.0\\n\\nUpdate to Manual.md file details about DT lines.   \n",
+       "325                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #128 from ANHIG/3300\\n\\nIPD-IMGT/HLA Release 3.30.0   \n",
+       "326                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   IPD-IMGT/HLA Release 3.31.0\\n\\nRelease 3.31.0 of the IPD-IMGT/HLA Database   \n",
+       "327                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #129 from ANHIG/3310\\n\\nIPD-IMGT/HLA Release 3.31.0   \n",
+       "328                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   IPD-IMGT/HLA Release 3.31.0\\n\\nRelease 3.31.0 of the IPD-IMGT/HLA Database   \n",
+       "329                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #130 from ANHIG/3310\\n\\nIPD-IMGT/HLA Release 3.31.0   \n",
+       "330                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             IPD-IMGT/HLA Release 3.31.0\\n\\nInclusion of updated hla.dat file   \n",
+       "331                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #131 from ANHIG/3310\\n\\nIPD-IMGT/HLA Release 3.31.0   \n",
+       "332                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      IPD-IMGT/HLA Release 3.31.0\\n\\nUpdate to ClassI_nuc.txt file and assosciated zip archive and checksums.   \n",
+       "333                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #132 from ANHIG/3310\\n\\nIPD-IMGT/HLA Release 3.31.0   \n",
+       "334                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                IPD-IMGT/HLA Release 3.31.0\\n\\nRemoval or erroneous 'pseudo' tag on a number of exon entries.   \n",
+       "335                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      IPD-IMGT/HLA Release 3.31.0  James Robinson committed\\n\\nRemoval or erroneous 'pseudo' tag on a number of exon entries.   \n",
+       "336                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #134 from ANHIG/3310\\n\\n3310   \n",
+       "337                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   IPD-IMGT/HLA Release 3.32.0\\n\\nRelease 3.32.0 of the IPD-IMGT/HLA Database   \n",
+       "338                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #138 from ANHIG/3320\\n\\nIPD-IMGT/HLA Release 3.32.0   \n",
+       "339                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Delete T_prot.fasta\\n\\nRemoved as HLA-T is a pseudogene   \n",
+       "340                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Delete W_prot.fasta\\n\\nRemoved as HLA-W is a pseudogene   \n",
+       "341                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Delete W_prot.pir\\n\\nRemoved as it is a pseudogene   \n",
+       "342                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Delete T_prot.pir\\n\\nRemoved as it is a pseudogene   \n",
+       "343                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Delete W_prot.msf\\n\\nRemoved as it is a pseudogene   \n",
+       "344                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Delete T_prot.msf\\n\\nRemoved as it is a pseudogene   \n",
+       "345                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge branch 'Latest' into 3320   \n",
+       "346                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               IPD-IMGT/HLA Release 3.32.0\\n\\nUpdates to 3.32.0 to remove pseudogene protein files and duplicate\\nentries for TAP1 and TAP2 in the fasta, pir and msf files. Update of\\nDPB1*697:01Q entry in rel_dna_ser.txt   \n",
+       "347                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #139 from ANHIG/3320\\n\\n3320   \n",
+       "348                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 IPD-IMGT/HLA Release 3.32.0\\n\\nC*02:10:01G was listed as C*02:10:01GG in the hla.xml file, addition of\\nHLA-Y to fasta, pir and msf directories, and hla_nuc.fasta and\\nhla_gen.fasta files.   \n",
+       "349                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge branch 'Latest' into 3320   \n",
+       "350                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 IPD-IMGT/HLA Release 3.32.0\\n\\nC*02:10:01G was listed as C*02:10:01GG in the hla.xml file, addition of\\nHLA-Y to fasta, pir and msf directories, and hla_nuc.fasta and\\nhla_gen.fasta files.   \n",
+       "351                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #141 from ANHIG/3320\\n\\n3320   \n",
+       "352                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Update to Release 3.20.0\\n\\nRemoval of single feature join from DRB5 CDS entries in hla.dat   \n",
+       "353                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Update to hla.dat\\n\\nUpdates to hla.dat to remove single feature joins for DRB5 and special\\ncharacters from author names   \n",
+       "354                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Update to hla.dat\\n\\nCorrection of special characters in author names   \n",
+       "355                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Update to hla.dat\\n\\nRemoval of special characters from author names   \n",
+       "356                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Update to hla.dat\\n\\nRemoval of special characters from author names   \n",
+       "357                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Updates to formatting\\n\\nAll historical Allelelist.XXX.txt files have been updated to csv\\nformat, and include the standardised headers   \n",
+       "358                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Updates to formatting\\n\\nAll historical Allelelist.XXX.txt files have been updated to csv\\nformat, and include the standardised headers, and READ.me updated   \n",
+       "359                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Update to IPD-IMGT/HLA Release 3.32.0\\n\\nUpdated prot.msf files to ensure all sequences are the same length with\\nthe MSF file. Updated sequence coordinates for C*07:02:01:17N to\\nreflect splice variant.   \n",
+       "360                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Update to IPD-IMGT/HLA Release 3.32.0\\n\\nUpdates to the C*07:02:01:17N exon coordinates   \n",
+       "361                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #142 from ANHIG/3320\\n\\n3320   \n",
+       "362                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Update to IPD-IMGT/HLA Release 3.32.0\\n\\nAllele IDs added to alignmentreference element attributes for DPB1 and DRB3-5 genes   \n",
+       "363                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Merge pull request #144 from ANHIG/3320\\n\\nUpdate to IPD-IMGT/HLA Release 3.32.0   \n",
+       "364                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Update to IPD-IMGT/HLA Release 3.32.0\\n\\nB_prot.msf was zero bytes in length, and the start of the gDNA was incorrectly labelled Y_gen.txt   \n",
+       "365                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Merge pull request #145 from ANHIG/3320\\n\\nUpdate to IPD-IMGT/HLA Release 3.32.0   \n",
+       "366                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update to IPD-IMGT/HLA Release 3.32.0  James Robinson committed\\n\\nUdpated compressed alignments folder and updated md5 checksum   \n",
+       "367                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Merge pull request #146 from ANHIG/3320\\n\\nUpdate to IPD-IMGT/HLA Release 3.32.0  James Robinson committed   \n",
+       "368                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   IPD-IMGT/HLA Release 3.33.0\\n\\nRelease 3.33.0 of the IPD-IMGT/HLA Database   \n",
+       "369                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   IPD-IMGT/HLA Release 3.33.0\\n\\nRelease 3.33.0 of the IPD-IMGT/HLA Database   \n",
+       "370                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Update change_log.txt   \n",
+       "371                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #148 from ANHIG/3330\\n\\nIPD-IMGT/HLA Release 3.33.0   \n",
+       "372                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Update hla_nom_g.txt   \n",
+       "373                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Update hla_nom_g.txt   \n",
+       "374                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Updated md5 checksum file   \n",
+       "375                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #149 from ANHIG/3330\\n\\n3330   \n",
+       "376                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Update to hla.dat and Class I Text Alignment.   \n",
+       "377                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Merge pull request #152 from ANHIG/3330\\n\\nUpdate to hla.dat and Class I Text Alignment.   \n",
+       "378                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Corrections to hla.xml   \n",
+       "379                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge pull request #157 from ANHIG/3330\\n\\nCorrections to hla.xml   \n",
+       "380                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Blank files replaced\\n\\nA number of MSF files where showing as zero length, these have been updated   \n",
+       "381                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Update Deleted_alleles.txt\\n\\nErroneous comma removed   \n",
+       "382                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              IPD-IMGT/HLA Release 3.34.0\\n\\nRelease of files for IPD-IMGT/HLA Release 3.34.0   \n",
+       "383                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #162 from ANHIG/3340\\n\\nIPD-IMGT/HLA Release 3.34.0   \n",
+       "384                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
+       "385                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Update to DQB1*05:02:01:04 in DQB1_prot.txt   \n",
+       "386                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #164 from ANHIG/3340\\n\\nUpdate to DQB1*05:02:01:04 in DQB1_prot.txt   \n",
+       "387                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Update xml/hla.xml.zip\\n\\nCorrrected sequence status for C*04:180:01, C*15:08   \n",
+       "388                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Updates to protein number for B*13:123Q   \n",
+       "389                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Update md5checksum.txt   \n",
+       "390                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #165 from ANHIG/3340\\n\\n3340   \n",
+       "391                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.35.0   \n",
+       "392                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.35.0   \n",
+       "393                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Delete Alignments_Rel_3340.zip   \n",
+       "394                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
+       "395                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
+       "396                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #167 from ANHIG/3350\\n\\n3350   \n",
+       "397                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
+       "398                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
+       "399                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
+       "400                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Create temp   \n",
+       "401                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Delete temp   \n",
+       "402                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.35.0   \n",
+       "403                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge branch '3350' of https://github.com/ANHIG/IMGTHLA into 3350   \n",
+       "404                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #168 from ANHIG/3350\\n\\n3350   \n",
+       "405                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Correction of C*03:99:02 name change to C*01:15   \n",
+       "406                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Correction to hla_nom.txt   \n",
+       "407                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Delete hla_nom.txt   \n",
+       "408                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge branch '3350' into Latest   \n",
+       "409                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.36.0   \n",
+       "410                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
+       "411                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.36.0   \n",
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+       "414                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.36.0   \n",
+       "415                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.36.0   \n",
+       "416                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Delete .gitattributes   \n",
+       "417                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #174 from ANHIG/3360\\n\\n3360   \n",
+       "418                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.36.0   \n",
+       "419                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Delete .gitattributes   \n",
+       "420                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #175 from ANHIG/3360\\n\\n3360   \n",
+       "421                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.36.0   \n",
+       "422                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #176 from ANHIG/3360\\n\\nIPD-IMGT/HLA Release 3.36.0   \n",
+       "423                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Updated protein alignment for MICA*029:02   \n",
+       "424                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Merge pull request #177 from ANHIG/3360\\n\\nUpdated protein alignment for MICA*029:02   \n",
+       "425                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Update to C Genomic alignments   \n",
+       "426                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Merge pull request #178 from ANHIG/3360\\n\\nUpdate to C Genomic alignments   \n",
+       "427                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Updates to hla.xml and hla_nom.txt   \n",
+       "428                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Merge pull request #180 from ANHIG/3360\\n\\nUpdates to hla.xml and hla_nom.txt   \n",
+       "429                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Addition of DRB1*01:02:01:02 to alignments/DRB1_gen.txt   \n",
+       "430                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Merge pull request #181 from ANHIG/3360\\n\\nAddition of DRB1*01:02:01:02 to alignments/DRB1_gen.txt   \n",
+       "431                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.37.0   \n",
+       "432                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Delete Alignments_Rel_3360.zip   \n",
+       "433                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #182 from ANHIG/3370\\n\\n3370   \n",
+       "434                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Upload of hla.dat file for 3.37.0 which did not upload correctly   \n",
+       "435                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Merge pull request #184 from ANHIG/3370\\n\\nUpload of hla.dat file for 3.37.0 which did not upload correctly   \n",
+       "436                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Update to C*07:726:01G Designation\\n\\nUpdate to C*07:726:01G Designation in hla.xml.zip file   \n",
+       "437                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Merge pull request #188 from ANHIG/3370\\n\\nUpdate to C*07:726:01G Designation   \n",
+       "438                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Updates to msf/C_prot.msf   \n",
+       "439                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Revert \"Updates to msf/C_prot.msf\"\\n\\nThis reverts commit 1e5b0f481bd71308be89983e031377b3e7492a0d.   \n",
+       "440                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Revert \"Revert \"Updates to msf/C_prot.msf\"\"\\n\\nThis reverts commit 0d608e028ae5842d2450ab8e977a9cf64b8e7854.   \n",
+       "441                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Updates to msf/C_prot.msf   \n",
+       "442                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Removal of erronenous 0 and pipe in alignment file   \n",
+       "443                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Removal of erroneous 0 and pipe from TAP protein numbering and rezipping archive   \n",
+       "444                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Merge branch '3370' of github.com:ANHIG/IMGTHLA into 3370   \n",
+       "445                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Correcting KW and gene feature lines to remove allele designation from some HLA-DPB1 gene names   \n",
+       "446                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Correcting KW and gene feature lines to remove allele designation from some HLA-DPB1 gene names   \n",
+       "447                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Updating checksums   \n",
+       "448                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Merge pull request #193 from ANHIG/3370\\n\\nCorrection of TAP protein text alignment numbering and HLA-DPB1 KW and gene labels in hla.dat   \n",
+       "449                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.38.0   \n",
+       "450                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #195 from ANHIG/3380\\n\\nIPD-IMGT/HLA Release 3.38.0   \n",
+       "451                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.38.0   \n",
+       "452                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #196 from ANHIG/3380\\n\\nIPD-IMGT/HLA Release 3.38.0   \n",
+       "453                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Update of 3.37.0 ClassI_nuc.txt   \n",
+       "454                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.38.0   \n",
+       "455                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #197 from ANHIG/3380\\n\\nIPD-IMGT/HLA Release 3.38.0   \n",
+       "456                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Removal of tab character from first line of hla.xml and conversion of tabs to spaces in hla_ambigs.xml   \n",
+       "457                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge pull request #199 from ANHIG/3380\\n\\nRemoval of tab character from first line of hla.xml and conversion of…   \n",
+       "458                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Removal of N from G group name for C*07:726:01G   \n",
+       "459                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge pull request #203 from ANHIG/3380\\n\\nRemoval of N from G group name for C*07:726:01G in xml   \n",
+       "460                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Correction of length of C*05:206 and C*05:208N in C_gen.msf file   \n",
+       "461                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Lower case base 't' in gen files for B*07:14 corrected to 'T'   \n",
+       "462                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Lower case base 't' in gen files for B*07:14 corrected to 'T'   \n",
+       "463                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Merge pull request #204 from ANHIG/3380\\n\\nLower case base 't' in gen files for B*07:14 corrected to 'T'   \n",
+       "464                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.39.0   \n",
+       "465                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #207 from ANHIG/3390\\n\\nIPD-IMGT/HLA Release 3.39.0   \n",
+       "466                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Updated alignment for MICA*012:03 to include spacing present in other MICA*012 alleles   \n",
+       "467                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge pull request #208 from ANHIG/3390\\n\\nUpdated alignment for MICA*012:03 to include spacing present in other MICA*012 alleles   \n",
+       "468                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Update to C*12:139Q moving defined serology from \"Unambiguous Serological Antigen associated with allele\" to \"Assumed Serological Antigen associated with allele\"   \n",
+       "469                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #209 from ANHIG/3390\\n\\nUpdate to C*12:139Q moving defined serology   \n",
+       "470                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Update README.md\\n\\nCorrected formatting of lists of fields.   \n",
+       "471                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
+       "472                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
+       "473                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Update to mark up of indels only for B*13:123Q and C*04:09N, nucleotide sequences have not changed   \n",
+       "474                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Merge branch '3390' of github.com:ANHIG/IMGTHLA into 3390   \n",
+       "475                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #210 from ANHIG/3390\\n\\n3390   \n",
+       "476                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Updated Alignments_Rel_3390.zip and md5 checksums following previous commits   \n",
+       "477                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Correction to DQA1*01:07P group name in hla.xml   \n",
+       "478                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #212 from ANHIG/3390\\n\\n3390   \n",
+       "479                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Removal of HLA- prefix for MICA/MICB alleles in hla.xml   \n",
+       "480                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Merge pull request #213 from ANHIG/3390\\n\\nRemoval of HLA- prefix for MICA/MICB alleles in hla.xml   \n",
+       "481                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Removal of invalid character for DPB1*1087:01 entry in rel_dna_ser.txt   \n",
+       "482                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Removal of invalid character for DPB1*1087:01 entry in rel_dna_ser.txt   \n",
+       "483                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #214 from ANHIG/3390\\n\\n3390   \n",
+       "484                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Updated C*07:226 enry in deleted alleles list   \n",
+       "485                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          IPD-IMGT/HLA Release 3.40.0\\n\\nFiles for Release 3.40.0 of the IPD-IMGT/HLA Databae   \n",
+       "486                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          IPD-IMGT/HLA Release 3.40.0\\n\\nFiles for Release 3.40.0 of the IPD-IMGT/HLA Databae   \n",
+       "487                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.40.0   \n",
+       "488                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.40.0   \n",
+       "489                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.40.0   \n",
+       "490                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.40.0   \n",
+       "491                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #216 from ANHIG/3400\\n\\n3400   \n",
+       "492                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.40.0   \n",
+       "493                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.40.0   \n",
+       "494                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #217 from ANHIG/3400\\n\\n3400   \n",
+       "495                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Removal of invalid expression characters from G and P groups   \n",
+       "496                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Merge pull request #219 from ANHIG/3400\\n\\nRemoval of invalid expression characters from G and P groups   \n",
+       "497                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Restored missing xsd file\\n\\nRestored missing xsd file   \n",
+       "498                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Merge pull request #221 from ANHIG/3400\\n\\nRestored missing xsd file   \n",
+       "499                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.41.0   \n",
+       "500                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #222 from ANHIG/3410\\n\\nIPD-IMGT/HLA Release 3.41.0   \n",
+       "501                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Corrected header for dpb_tce.csv file   \n",
+       "502                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Merge pull request #224 from ANHIG/3410\\n\\nCorrected header for dpb_tce.csv file   \n",
+       "503                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Removal of invalid characters from hla.xml   \n",
+       "504                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Merge pull request #226 from ANHIG/3410\\n\\nRemoval of invalid characters from hla.xml   \n",
+       "505                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Correction of C*01:02:04 in fasta/hla_nuc.fasta   \n",
+       "506                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Merge pull request #227 from ANHIG/3410\\n\\nCorrection of C*01:02:04 in fasta/hla_nuc.fasta   \n",
+       "507                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Corrected serology for E*01:114 and E*01:115   \n",
+       "508                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Merge pull request #228 from ANHIG/3410\\n\\nCorrected serology for E*01:114 and E*01:115   \n",
+       "509                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Merge pull request #230 from ANHIG/Latest\\n\\nLatest to 3410   \n",
+       "510                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Merge pull request #231 from ANHIG/3410\\n\\nMerge pull request #230 from ANHIG/Latest   \n",
+       "511                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Changes for missing MICA genomic sequences   \n",
+       "512                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Merge pull request #232 from ANHIG/3410\\n\\nChanges for missing MICA genomic sequences   \n",
+       "513                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Update to dpb-tce-header   \n",
+       "514                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Updates to DPB-TCE   \n",
+       "515                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Updates to DPB-TCE   \n",
+       "516                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #233 from ANHIG/3410\\n\\n3410   \n",
+       "517                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Corrections to feature coordinates of DRB pseudogenes in hla.dat file   \n",
+       "518                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Corrections to feature coordinates of DRB pseudogenes in hla.dat file   \n",
+       "519                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Corrections to feature coordinates of DRB pseudogenes in hla.dat and MICA genomic sequences   \n",
+       "520                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge pull request #234 from ANHIG/3410\\n\\nCorrections to feature coordinates of DRB pseudogenes in hla.dat and …   \n",
+       "521                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.42.0   \n",
+       "522                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #236 from ANHIG/3420\\n\\nIPD-IMGT/HLA Release 3.42.0   \n",
+       "523                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Corrections to hla_nom.txt and rel_dna_ser.txt   \n",
+       "524                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Merge pull request #237 from ANHIG/3420\\n\\nCorrections to hla_nom.txt and rel_dna_ser.txt   \n",
+       "525                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Removal of duplicate DRB1*01:01:01:01 entries from hla.xml   \n",
+       "526                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Merge pull request #239 from ANHIG/3420\\n\\nRemoval of duplicate DRB1*01:01:01:01 entries from hla.xml   \n",
+       "527                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Removal of expression characters from G and P groups in hla.xml   \n",
+       "528                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Merge pull request #241 from ANHIG/3420\\n\\nRemoval of expression characters from G and P groups in hla.xml   \n",
+       "529                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Update to release_verison.txt and md5checksums   \n",
+       "530                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Merge pull request #242 from ANHIG/3420\\n\\nUpdate to release_verison.txt and md5checksums   \n",
+       "531                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Correction of final character for alleles in alignments/E_nuc.txt   \n",
+       "532                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Correction of final character for alleles in msf/E_nuc.msf   \n",
+       "533                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Update dpb_tce.csv\\n\\nAdditional TCE assignments included   \n",
+       "534                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Merge pull request #244 from ANHIG/3420\\n\\nUpdate dpb_tce.csv   \n",
+       "535                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Upload of hla.xsd and hla_ambigs.xsd   \n",
+       "536                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #247 from ANHIG/3420\\n\\nUpload of hla.xsd and hla_ambigs.xsd   \n",
+       "537                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               hla.xml updated and mssing xsd restored.\\n\\nHLA-MIC designation corrected to just MICA or MICB and missing xsd files restored.   \n",
+       "538                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             hla.xml updated and xsd files restored\\n\\nRemoval of HLA- from MIC gene designations. Missing xsd files restored   \n",
+       "539                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update hla.xml.zip\\n\\nRemoval of HLA- from MIC gene designations   \n",
+       "540                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Merge pull request #248 from ANHIG/3420\\n\\nUpdate hla.xml.zip   \n",
+       "541                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.43.0   \n",
+       "542                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
+       "543                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.43.0   \n",
+       "544                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #250 from ANHIG/3430\\n\\n3430   \n",
+       "545                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.43.0   \n",
+       "546                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #251 from ANHIG/3430\\n\\nIPD-IMGT/HLA Release 3.43.0   \n",
+       "547                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Correct to P group allocation for B*51:329Q   \n",
+       "548                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #252 from ANHIG/3430\\n\\nCorrect to P group allocation for B*51:329Q   \n",
+       "549                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Misc fixes\\n\\nCorrection to G group names which contaion expression characters, removal of erroneous lines from rel_dna_ser.txt file and restoration of DRB1*01:02:01:03 genomic sequence to genomic text alignment.   \n",
+       "550                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Misc fixes\\n\\nCorrection to G group names which contaion expression characters, removal of erroneous lines from rel_dna_ser.txt file and restoration of DRB1*01:02:01:03 genomic sequence to genomic text alignment, md5 checksums also regenerated.   \n",
+       "551                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Merge pull request #254 from ANHIG/3430\\n\\nP, G group name patch and other fixes   \n",
+       "552                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Update hla.xml.zip\\n\\nCorrection of DQA1*01:07:01 G-group tag   \n",
+       "553                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Merge pull request #256 from ANHIG/3430\\n\\nUpdate hla.xml.zip   \n",
+       "554                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Addition of IHIW HML References\\n\\nAddition of files for IHIW HML References   \n",
+       "555                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Addition of IHIW HML References   \n",
+       "556                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Addition of IHIW HML References   \n",
+       "557                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Addition of IHIW HML References   \n",
+       "558                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Correction of release version in hla.xml and hla_ciwd.xml and addition of MICA and MICB   \n",
+       "559                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge pull request #258 from ANHIG/3430\\n\\nCorrection of release version in hla.xml and hla_ciwd.xml and additio…   \n",
+       "560                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
+       "561                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
+       "562                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
+       "563                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
+       "564                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Addition of IHIW HML References\\n\\nAddition of files for IHIW HML References   \n",
+       "565                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References   \n",
+       "566                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References   \n",
+       "567                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References   \n",
+       "568                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References   \n",
+       "569                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References   \n",
+       "570                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References   \n",
+       "571                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References   \n",
+       "572                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References   \n",
+       "573                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References   \n",
+       "574                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References   \n",
+       "575                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References   \n",
+       "576                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References   \n",
+       "577                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References   \n",
+       "578                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References   \n",
+       "579                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Moving to hml subdir in ihiw   \n",
+       "580                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Moving to hml subdir in ihiw   \n",
+       "581                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Moving to hml subdir in ihiw   \n",
+       "582                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Moving to hml subdir in ihiw   \n",
+       "583                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Moving to hml subdir in ihiw   \n",
+       "584                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Moving to hml subdir in ihiw   \n",
+       "585                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Moving to hml subdir in ihiw   \n",
+       "586                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Moving to hml subdir in ihiw   \n",
+       "587                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Moving to hml subdir in ihiw   \n",
+       "588                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Moving to hml subdir in ihiw   \n",
+       "589                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Moving to hml subdir in ihiw   \n",
+       "590                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Moving to hml subdir in ihiw   \n",
+       "591                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Moving to hml subdir in ihiw   \n",
+       "592                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Moving to hml subdir in ihiw   \n",
+       "593                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Merge pull request #260 from ANHIG/3430\\n\\nAddition of files for IHIW HML References   \n",
+       "594                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Correction of DQB1 pseudo-exon mark up   \n",
+       "595                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge pull request #262 from ANHIG/3430\\n\\nCorrection of DQB1 pseudo-exon mark up   \n",
+       "596                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.44.0   \n",
+       "597                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge branch 'Latest' into 3440   \n",
+       "598                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #263 from ANHIG/3440\\n\\nIPD-IMGT/HLA Release 3.44.0   \n",
+       "599                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        clean   \n",
+       "600                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Removal of duplicate DRB1 entries from hla.xml   \n",
+       "601                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Merge pull request #266 from ANHIG/3440\\n\\nRemoval of duplicate DRB1 entries from hla.xml   \n",
+       "602                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Correction of DQB1*02:53Q prot indel placement   \n",
+       "603                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Correction of DQB1*02:53Q prot indel placement   \n",
+       "604                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Correction of DQB1*02:53Q prot indel placement   \n",
+       "605                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Correction of DQB1*02:53Q prot indel placement   \n",
+       "606                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Correction of DQB1*02:53Q prot indel placement   \n",
+       "607                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Correction to indel for DQB1*02:53Q   \n",
+       "608                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Correction of indel placement in DQB1*02:53Q   \n",
+       "609                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Correction of indel placement for DQB1*02:53Q   \n",
+       "610                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Inclusion of genomic sequence for B*44:495, DQB1*03:442 and DQB1*03:445 previously omitted from this release   \n",
+       "611                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge branch 'Latest' into 3440   \n",
+       "612                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge pull request #267 from ANHIG/3440\\n\\nInclusion of genomic sequence for B*44:495, DQB1*03:442 and DQB1*03:4…   \n",
+       "613                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Updated DQB1 version number in gen txt file   \n",
+       "614                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #268 from ANHIG/3440\\n\\nUpdated DQB1 version number in gen txt file   \n",
+       "615                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.45.0   \n",
+       "616                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.45.0   \n",
+       "617                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.45.0   \n",
+       "618                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.45.0   \n",
+       "619                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.45.0   \n",
+       "620                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.45.0   \n",
+       "621                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #271 from ANHIG/3450\\n\\n3450   \n",
+       "622                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Re-upload of hla.xml.zip and hla_ambigs.xml.zip for release 3.45.0   \n",
+       "623                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Merge pull request #273 from ANHIG/3450\\n\\nRe-upload of hla.xml.zip and hla_ambigs.xml.zip for release 3.45.0   \n",
+       "624                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Update hla_prot/nuc/gen.fasta in main directory with latest version   \n",
+       "625                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Merge pull request #274 from ANHIG/3450\\n\\nUpdate hla_prot/nuc/gen.fasta in main directory with latest version   \n",
+       "626                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Removal of invalid control characters from hla.xml and hla.dat files   \n",
+       "627                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #276 from ANHIG/3450\\n\\nRemoval of invalid control characters from hla.xml and hla.dat files   \n",
+       "628                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    IPD-IMGT/HLA Patch 3.45.1   \n",
+       "629                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Merge pull request #279 from ANHIG/3450\\n\\nIPD-IMGT/HLA Patch 3.45.1   \n",
+       "630                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Added hla_gen.fasta missing from original release   \n",
+       "631                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Update of release_version.txt to 3.45.1   \n",
+       "632                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Merge pull request #281 from ANHIG/3450\\n\\nUpdate of release_version.txt to 3.45.1   \n",
+       "633                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 IPD-IMGT/HLA Release 3.46.0 Build\\n\\nInitial Build of 3.46.0   \n",
+       "634                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              IPD-IMGT/HLA Release 3.46.0\\n\\nUpdating READMEs   \n",
+       "635                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       IPD-IMGT/HLA Release 3.46.0\\n\\nNon-ascii chars removed   \n",
+       "636                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Merge pull request #282 from ANHIG/3460\\n\\nRelease 3.46.0   \n",
+       "637                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Adding updated alignment zip   \n",
+       "638                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #283 from ANHIG/3460\\n\\nIPD-IMGT/HLA Release 3.46.0   \n",
+       "639                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Changes to descriptors for two deleted alleles   \n",
+       "640                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Merge pull request #286 from ANHIG/3460\\n\\nChanges to descriptors for two deleted alleles   \n",
+       "641                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Updated reason for deletion for alleles B*07:02:06, B*44:525, DQB1*02:01:10 & MICA*007:02 in Deleted_alleles.txt   \n",
+       "642                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge pull request #289 from ANHIG/3460\\n\\nUpdated reason for deletion for alleles B*07:02:06, B*44:525, DQB1*02…   \n",
+       "643                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
+       "644                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
+       "645                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.47.0   \n",
+       "646                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.47.0   \n",
+       "647                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #291 from ANHIG/3470\\n\\n3470   \n",
+       "648                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Update README.md\\n\\nUpdate sponsorship contact and malformed section header   \n",
+       "649                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.47.0   \n",
+       "650                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Merge branch '3470' of github.com:ANHIG/IMGTHLA into 3470   \n",
+       "651                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #292 from ANHIG/3470\\n\\n3470   \n",
+       "652                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Correct version_report.txt on 3460 branch to include the release information for 3.46.0   \n",
+       "653                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Corrected markup of CDS sequence in nuc.txt files for genes with alternative splice sites or delayed stop codons   \n",
+       "654                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Correction of HLA P Groups in hla.xml   \n",
+       "655                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Merge pull request #296 from ANHIG/3470\\n\\nCorrection of HLA P Groups in hla.xml   \n",
+       "656                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Update to xml/hla.xml.zip correcting meta data   \n",
+       "657                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Merge pull request #299 from ANHIG/3470\\n\\nUpdate to xml/hla.xml.zip correcting meta data   \n",
+       "658                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.48.0   \n",
+       "659                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Updated md5checksums   \n",
+       "660                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge branch '3480' into Latest   \n",
+       "661                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Upload of Allelelist_history.txt for IPD-IMGT/HLA Release 3.48.0   \n",
+       "662                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Merge pull request #305 from ANHIG/3480\\n\\nUpload of Allelelist_history.txt for IPD-IMGT/HLA Release 3.48.0   \n",
+       "663                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.49.0   \n",
+       "664                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.49.0   \n",
+       "665                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.49.0   \n",
+       "666                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.49.0   \n",
+       "667                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge branch 'Latest' into 3490   \n",
+       "668                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #308 from ANHIG/3490\\n\\n3490   \n",
+       "669                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Added additional space in DRB_prot.txt, DRB_nuc.txt and DRB1_gen.txt due to DRB1*15:200:01:01N and DRB1*15:200:01:02N   \n",
+       "670                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge pull request #310 from ANHIG/3490\\n\\nAdded additional space in DRB_prot.txt, DRB_nuc.txt and DRB1_gen.txt …   \n",
+       "671                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Removed invalid lines from hla.dat   \n",
+       "672                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Corrected DRA*01:01:01:01 P group (DRA*01:01P)   \n",
+       "673                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Merge pull request #314 from ANHIG/3490\\n\\nCorrected DRA*01:01:01:01 P group (DRA*01:01P)   \n",
+       "674                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Removal of duplicate \"KW   Human MHC;\" in hla.dat; Removal of empty 3'UTR in DQB1*03:480Q   \n",
+       "675                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge pull request #315 from ANHIG/3490\\n\\nRemoval of duplicate \"KW   Human MHC;\" in hla.dat; Removal of empty 3…   \n",
+       "676                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Removal of duplicate \"Human MHC\" in KW line of hla.dat   \n",
+       "677                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.50.0   \n",
+       "678                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #317 from ANHIG/3500\\n\\nIPD-IMGT/HLA Release 3.50.0   \n",
+       "679                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 hla.dat file for IPD-IMGT/HLA Release 3.50.0   \n",
+       "680                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Merge pull request #318 from ANHIG/3500\\n\\nhla.dat file for IPD-IMGT/HLA Release 3.50.0   \n",
+       "681                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Update sample flatfile to display ID line   \n",
+       "682                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Update sample flatfile to display ID line   \n",
+       "683                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
+       "684                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
+       "685                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
+       "686                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
+       "687                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
+       "688                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
+       "689                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
+       "690                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
+       "691                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
+       "692                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
+       "693                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
+       "694                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
+       "695                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
+       "696                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
+       "697                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
+       "698                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
+       "699                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
+       "700                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
+       "701                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Correction of md5checksum.txt with latest 3.49.0 commit.   \n",
+       "702                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Corrected missing date and version field in Allelelist_history.txt   \n",
+       "703                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Merge pull request #323 from ANHIG/3500\\n\\nCorrected missing date and version field in Allelelist_history.txt   \n",
+       "704                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            IPD-IMGT/HLA Release 3.51.0\\n\\nUpdates for 3.51.0   \n",
+       "705                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   IPD-IMGT/HLA Database Release 3.51.0\\n\\nUpdated the ihiw folder for 3.51.0   \n",
+       "706                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #325 from ANHIG/3510\\n\\n3510   \n",
+       "707                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.52.0   \n",
+       "708                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #334 from ANHIG/3520\\n\\nIPD-IMGT/HLA Release 3.52.0   \n",
+       "709                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Corrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt   \n",
+       "710                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Corrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt   \n",
+       "711                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Corrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt   \n",
+       "712                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Update Deleted_alleles.txt   \n",
+       "713                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Corrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt   \n",
+       "714                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Corrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt   \n",
+       "715                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Corrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt   \n",
+       "716                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Corrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt   \n",
+       "717                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge pull request #337 from ANHIG/3520\\n\\nCorrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in De…   \n",
+       "718                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.53.0   \n",
+       "719                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Merge pull request #339 from ANHIG/3.53.0\\n\\nIPD-IMGT/HLA Release 3.53.0   \n",
+       "720                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Documented changes to the hla.xml releasestatus and release comments attributes.   \n",
+       "721                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge pull request #341 from ANHIG/3530\\n\\nDocumented changes to the hla.xml releasestatus and release comments …   \n",
+       "722                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Updated database citation in README.md   \n",
+       "723                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge pull request #342 from ANHIG/3530\\n\\nUpdated database citation in README.md   \n",
+       "724                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Update to dpb_tce.csv file containing corrections to DPB TCE version 2 assignment   \n",
+       "725                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge pull request #345 from ANHIG/3530\\n\\nUpdate to dpb_tce.csv file containing corrections to DPB TCE version …   \n",
+       "726                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             IMGT/HLA Database Release 3.54.0   \n",
+       "727                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Merge pull request #348 from ANHIG/3540\\n\\nIMGT/HLA Database Release 3.54.0   \n",
+       "728                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Corrected format of hla.xml to be consitent with current production version   \n",
+       "729                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge pull request #350 from ANHIG/3540\\n\\nCorrected format of hla.xml to be consitent with current production v…   \n",
+       "730                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Upload of hla_prot, nuc and gen.fasta to root directory   \n",
+       "731                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Merge pull request #352 from ANHIG/3540\\n\\nUpload of hla_prot, nuc and gen.fasta to root directory   \n",
+       "732                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Release of new hla.xml format as hla_new.xml and hla_new.xsd for 3.54.0   \n",
+       "733                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Merge pull request #355 from ANHIG/3540\\n\\nRelease of new hla.xml format as hla_new.xml and hla_new.xsd for 3.54.0   \n",
+       "734                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.55.0   \n",
+       "735                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.55.0   \n",
+       "736                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #357 from ANHIG/3550\\n\\n3550   \n",
+       "737                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Removal of empty sequence block in A_prot.txt and MICA_prot.txt   \n",
+       "738                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Merge pull request #359 from ANHIG/3550\\n\\nRemoval of empty sequence block in A_prot.txt and MICA_prot.txt   \n",
+       "\n",
+       "                              commit.tree.sha  \\\n",
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+       "472                     0                          True   \n",
+       "473                     0                         False   \n",
+       "474                     0                         False   \n",
+       "475                     0                          True   \n",
+       "476                     0                         False   \n",
+       "477                     0                         False   \n",
+       "478                     0                          True   \n",
+       "479                     0                         False   \n",
+       "480                     0                          True   \n",
+       "481                     0                         False   \n",
+       "482                     0                         False   \n",
+       "483                     0                          True   \n",
+       "484                     0                         False   \n",
+       "485                     0                         False   \n",
+       "486                     0                         False   \n",
+       "487                     0                         False   \n",
+       "488                     0                         False   \n",
+       "489                     0                         False   \n",
+       "490                     0                         False   \n",
+       "491                     0                          True   \n",
+       "492                     0                         False   \n",
+       "493                     0                         False   \n",
+       "494                     0                          True   \n",
+       "495                     0                         False   \n",
+       "496                     0                          True   \n",
+       "497                     0                         False   \n",
+       "498                     0                          True   \n",
+       "499                     0                         False   \n",
+       "500                     0                          True   \n",
+       "501                     0                         False   \n",
+       "502                     0                          True   \n",
+       "503                     0                         False   \n",
+       "504                     0                          True   \n",
+       "505                     0                         False   \n",
+       "506                     0                          True   \n",
+       "507                     0                         False   \n",
+       "508                     0                          True   \n",
+       "509                     0                          True   \n",
+       "510                     0                          True   \n",
+       "511                     0                         False   \n",
+       "512                     0                          True   \n",
+       "513                     0                         False   \n",
+       "514                     0                         False   \n",
+       "515                     0                         False   \n",
+       "516                     0                          True   \n",
+       "517                     0                         False   \n",
+       "518                     0                         False   \n",
+       "519                     0                         False   \n",
+       "520                     0                          True   \n",
+       "521                     0                         False   \n",
+       "522                     0                          True   \n",
+       "523                     0                         False   \n",
+       "524                     0                          True   \n",
+       "525                     0                         False   \n",
+       "526                     0                          True   \n",
+       "527                     0                         False   \n",
+       "528                     0                          True   \n",
+       "529                     0                         False   \n",
+       "530                     0                          True   \n",
+       "531                     0                         False   \n",
+       "532                     0                         False   \n",
+       "533                     0                         False   \n",
+       "534                     0                          True   \n",
+       "535                     0                         False   \n",
+       "536                     0                          True   \n",
+       "537                     0                         False   \n",
+       "538                     0                         False   \n",
+       "539                     0                         False   \n",
+       "540                     0                          True   \n",
+       "541                     0                         False   \n",
+       "542                     0                          True   \n",
+       "543                     0                         False   \n",
+       "544                     0                          True   \n",
+       "545                     0                         False   \n",
+       "546                     0                          True   \n",
+       "547                     0                         False   \n",
+       "548                     0                          True   \n",
+       "549                     0                         False   \n",
+       "550                     0                         False   \n",
+       "551                     0                          True   \n",
+       "552                     0                         False   \n",
+       "553                     0                          True   \n",
+       "554                     0                         False   \n",
+       "555                     0                         False   \n",
+       "556                     0                         False   \n",
+       "557                     0                         False   \n",
+       "558                     0                         False   \n",
+       "559                     0                          True   \n",
+       "560                     0                         False   \n",
+       "561                     0                         False   \n",
+       "562                     0                         False   \n",
+       "563                     0                         False   \n",
+       "564                     0                         False   \n",
+       "565                     0                         False   \n",
+       "566                     0                         False   \n",
+       "567                     0                         False   \n",
+       "568                     0                         False   \n",
+       "569                     0                         False   \n",
+       "570                     0                         False   \n",
+       "571                     0                         False   \n",
+       "572                     0                         False   \n",
+       "573                     0                         False   \n",
+       "574                     0                         False   \n",
+       "575                     0                         False   \n",
+       "576                     0                         False   \n",
+       "577                     0                         False   \n",
+       "578                     0                         False   \n",
+       "579                     0                         False   \n",
+       "580                     0                         False   \n",
+       "581                     0                         False   \n",
+       "582                     0                         False   \n",
+       "583                     0                         False   \n",
+       "584                     0                         False   \n",
+       "585                     0                         False   \n",
+       "586                     0                         False   \n",
+       "587                     0                         False   \n",
+       "588                     0                         False   \n",
+       "589                     0                         False   \n",
+       "590                     0                         False   \n",
+       "591                     0                         False   \n",
+       "592                     0                         False   \n",
+       "593                     0                          True   \n",
+       "594                     0                         False   \n",
+       "595                     0                          True   \n",
+       "596                     0                         False   \n",
+       "597                     0                          True   \n",
+       "598                     0                          True   \n",
+       "599                     0                         False   \n",
+       "600                     0                         False   \n",
+       "601                     0                          True   \n",
+       "602                     0                         False   \n",
+       "603                     0                         False   \n",
+       "604                     0                         False   \n",
+       "605                     0                         False   \n",
+       "606                     0                         False   \n",
+       "607                     0                         False   \n",
+       "608                     0                         False   \n",
+       "609                     0                         False   \n",
+       "610                     0                         False   \n",
+       "611                     0                          True   \n",
+       "612                     0                          True   \n",
+       "613                     0                         False   \n",
+       "614                     0                          True   \n",
+       "615                     0                         False   \n",
+       "616                     0                         False   \n",
+       "617                     0                         False   \n",
+       "618                     0                         False   \n",
+       "619                     0                         False   \n",
+       "620                     0                         False   \n",
+       "621                     0                          True   \n",
+       "622                     0                         False   \n",
+       "623                     0                          True   \n",
+       "624                     0                         False   \n",
+       "625                     0                          True   \n",
+       "626                     0                         False   \n",
+       "627                     0                          True   \n",
+       "628                     0                         False   \n",
+       "629                     0                          True   \n",
+       "630                     0                         False   \n",
+       "631                     0                         False   \n",
+       "632                     0                          True   \n",
+       "633                     0                         False   \n",
+       "634                     0                         False   \n",
+       "635                     0                         False   \n",
+       "636                     0                          True   \n",
+       "637                     0                         False   \n",
+       "638                     0                          True   \n",
+       "639                     0                         False   \n",
+       "640                     0                          True   \n",
+       "641                     0                         False   \n",
+       "642                     0                          True   \n",
+       "643                     0                          True   \n",
+       "644                     0                          True   \n",
+       "645                     0                         False   \n",
+       "646                     0                         False   \n",
+       "647                     0                          True   \n",
+       "648                     0                          True   \n",
+       "649                     0                         False   \n",
+       "650                     0                         False   \n",
+       "651                     0                          True   \n",
+       "652                     0                         False   \n",
+       "653                     0                         False   \n",
+       "654                     0                         False   \n",
+       "655                     0                          True   \n",
+       "656                     0                         False   \n",
+       "657                     0                          True   \n",
+       "658                     0                         False   \n",
+       "659                     0                         False   \n",
+       "660                     0                         False   \n",
+       "661                     0                         False   \n",
+       "662                     0                          True   \n",
+       "663                     0                         False   \n",
+       "664                     0                         False   \n",
+       "665                     0                         False   \n",
+       "666                     0                         False   \n",
+       "667                     0                         False   \n",
+       "668                     0                          True   \n",
+       "669                     0                         False   \n",
+       "670                     0                          True   \n",
+       "671                     0                         False   \n",
+       "672                     0                         False   \n",
+       "673                     0                          True   \n",
+       "674                     0                         False   \n",
+       "675                     0                          True   \n",
+       "676                     0                         False   \n",
+       "677                     0                         False   \n",
+       "678                     0                          True   \n",
+       "679                     0                         False   \n",
+       "680                     0                          True   \n",
+       "681                     0                          True   \n",
+       "682                     0                          True   \n",
+       "683                     0                          True   \n",
+       "684                     0                          True   \n",
+       "685                     0                          True   \n",
+       "686                     0                          True   \n",
+       "687                     0                          True   \n",
+       "688                     0                          True   \n",
+       "689                     0                          True   \n",
+       "690                     0                          True   \n",
+       "691                     0                          True   \n",
+       "692                     0                          True   \n",
+       "693                     0                          True   \n",
+       "694                     0                          True   \n",
+       "695                     0                          True   \n",
+       "696                     0                          True   \n",
+       "697                     0                          True   \n",
+       "698                     0                          True   \n",
+       "699                     0                          True   \n",
+       "700                     0                          True   \n",
+       "701                     0                         False   \n",
+       "702                     0                         False   \n",
+       "703                     0                          True   \n",
+       "704                     0                         False   \n",
+       "705                     0                         False   \n",
+       "706                     0                          True   \n",
+       "707                     0                         False   \n",
+       "708                     0                          True   \n",
+       "709                     0                          True   \n",
+       "710                     0                          True   \n",
+       "711                     0                          True   \n",
+       "712                     1                          True   \n",
+       "713                     0                          True   \n",
+       "714                     0                          True   \n",
+       "715                     0                          True   \n",
+       "716                     0                          True   \n",
+       "717                     0                          True   \n",
+       "718                     0                         False   \n",
+       "719                     0                          True   \n",
+       "720                     0                          True   \n",
+       "721                     0                          True   \n",
+       "722                     0                         False   \n",
+       "723                     0                          True   \n",
+       "724                     1                         False   \n",
+       "725                     0                          True   \n",
+       "726                     0                         False   \n",
+       "727                     0                          True   \n",
+       "728                     0                         False   \n",
+       "729                     0                          True   \n",
+       "730                     0                         False   \n",
+       "731                     0                          True   \n",
+       "732                     0                         False   \n",
+       "733                     0                          True   \n",
+       "734                     0                         False   \n",
+       "735                     0                         False   \n",
+       "736                     0                          True   \n",
+       "737                     0                         False   \n",
+       "738                     0                          True   \n",
+       "\n",
+       "    commit.verification.reason  \\\n",
+       "0                     unsigned   \n",
+       "1                     unsigned   \n",
+       "2                     unsigned   \n",
+       "3                     unsigned   \n",
+       "4                     unsigned   \n",
+       "5                     unsigned   \n",
+       "6                     unsigned   \n",
+       "7                     unsigned   \n",
+       "8                     unsigned   \n",
+       "9                     unsigned   \n",
+       "10                    unsigned   \n",
+       "11                    unsigned   \n",
+       "12                    unsigned   \n",
+       "13                    unsigned   \n",
+       "14                    unsigned   \n",
+       "15                    unsigned   \n",
+       "16                    unsigned   \n",
+       "17                    unsigned   \n",
+       "18                    unsigned   \n",
+       "19                    unsigned   \n",
+       "20                    unsigned   \n",
+       "21                    unsigned   \n",
+       "22                    unsigned   \n",
+       "23                    unsigned   \n",
+       "24                    unsigned   \n",
+       "25                    unsigned   \n",
+       "26                    unsigned   \n",
+       "27                    unsigned   \n",
+       "28                    unsigned   \n",
+       "29                    unsigned   \n",
+       "30                    unsigned   \n",
+       "31                    unsigned   \n",
+       "32                    unsigned   \n",
+       "33                    unsigned   \n",
+       "34                    unsigned   \n",
+       "35                    unsigned   \n",
+       "36                    unsigned   \n",
+       "37                    unsigned   \n",
+       "38                    unsigned   \n",
+       "39                    unsigned   \n",
+       "40                    unsigned   \n",
+       "41                    unsigned   \n",
+       "42                    unsigned   \n",
+       "43                    unsigned   \n",
+       "44                    unsigned   \n",
+       "45                    unsigned   \n",
+       "46                    unsigned   \n",
+       "47                    unsigned   \n",
+       "48                    unsigned   \n",
+       "49                    unsigned   \n",
+       "50                    unsigned   \n",
+       "51                    unsigned   \n",
+       "52                    unsigned   \n",
+       "53                    unsigned   \n",
+       "54                    unsigned   \n",
+       "55                    unsigned   \n",
+       "56                    unsigned   \n",
+       "57                    unsigned   \n",
+       "58                    unsigned   \n",
+       "59                    unsigned   \n",
+       "60                    unsigned   \n",
+       "61                    unsigned   \n",
+       "62                    unsigned   \n",
+       "63                    unsigned   \n",
+       "64                    unsigned   \n",
+       "65                    unsigned   \n",
+       "66                    unsigned   \n",
+       "67                    unsigned   \n",
+       "68                    unsigned   \n",
+       "69                    unsigned   \n",
+       "70                    unsigned   \n",
+       "71                    unsigned   \n",
+       "72                    unsigned   \n",
+       "73                    unsigned   \n",
+       "74                    unsigned   \n",
+       "75                    unsigned   \n",
+       "76                    unsigned   \n",
+       "77                    unsigned   \n",
+       "78                    unsigned   \n",
+       "79                    unsigned   \n",
+       "80                    unsigned   \n",
+       "81                    unsigned   \n",
+       "82                    unsigned   \n",
+       "83                    unsigned   \n",
+       "84                    unsigned   \n",
+       "85                    unsigned   \n",
+       "86                    unsigned   \n",
+       "87                    unsigned   \n",
+       "88                    unsigned   \n",
+       "89                    unsigned   \n",
+       "90                    unsigned   \n",
+       "91                    unsigned   \n",
+       "92                    unsigned   \n",
+       "93                    unsigned   \n",
+       "94                    unsigned   \n",
+       "95                    unsigned   \n",
+       "96                    unsigned   \n",
+       "97                    unsigned   \n",
+       "98                    unsigned   \n",
+       "99                    unsigned   \n",
+       "100                   unsigned   \n",
+       "101                   unsigned   \n",
+       "102                   unsigned   \n",
+       "103                   unsigned   \n",
+       "104                   unsigned   \n",
+       "105                   unsigned   \n",
+       "106                   unsigned   \n",
+       "107                   unsigned   \n",
+       "108                   unsigned   \n",
+       "109                   unsigned   \n",
+       "110                   unsigned   \n",
+       "111                   unsigned   \n",
+       "112                   unsigned   \n",
+       "113                   unsigned   \n",
+       "114                   unsigned   \n",
+       "115                   unsigned   \n",
+       "116                   unsigned   \n",
+       "117                   unsigned   \n",
+       "118                   unsigned   \n",
+       "119                   unsigned   \n",
+       "120                   unsigned   \n",
+       "121                   unsigned   \n",
+       "122                   unsigned   \n",
+       "123                   unsigned   \n",
+       "124                   unsigned   \n",
+       "125                   unsigned   \n",
+       "126                   unsigned   \n",
+       "127                   unsigned   \n",
+       "128                   unsigned   \n",
+       "129                   unsigned   \n",
+       "130                   unsigned   \n",
+       "131                   unsigned   \n",
+       "132                   unsigned   \n",
+       "133                   unsigned   \n",
+       "134                   unsigned   \n",
+       "135                   unsigned   \n",
+       "136                   unsigned   \n",
+       "137                   unsigned   \n",
+       "138                   unsigned   \n",
+       "139                   unsigned   \n",
+       "140                   unsigned   \n",
+       "141                   unsigned   \n",
+       "142                   unsigned   \n",
+       "143                   unsigned   \n",
+       "144                   unsigned   \n",
+       "145                   unsigned   \n",
+       "146                   unsigned   \n",
+       "147                   unsigned   \n",
+       "148                   unsigned   \n",
+       "149                   unsigned   \n",
+       "150                   unsigned   \n",
+       "151                   unsigned   \n",
+       "152                   unsigned   \n",
+       "153                   unsigned   \n",
+       "154                   unsigned   \n",
+       "155                   unsigned   \n",
+       "156                   unsigned   \n",
+       "157                   unsigned   \n",
+       "158                   unsigned   \n",
+       "159                   unsigned   \n",
+       "160                   unsigned   \n",
+       "161                   unsigned   \n",
+       "162                   unsigned   \n",
+       "163                   unsigned   \n",
+       "164                   unsigned   \n",
+       "165                   unsigned   \n",
+       "166                   unsigned   \n",
+       "167                   unsigned   \n",
+       "168                   unsigned   \n",
+       "169                   unsigned   \n",
+       "170                   unsigned   \n",
+       "171                   unsigned   \n",
+       "172                   unsigned   \n",
+       "173                   unsigned   \n",
+       "174                   unsigned   \n",
+       "175                   unsigned   \n",
+       "176                   unsigned   \n",
+       "177                   unsigned   \n",
+       "178                   unsigned   \n",
+       "179                   unsigned   \n",
+       "180                   unsigned   \n",
+       "181                   unsigned   \n",
+       "182                   unsigned   \n",
+       "183                   unsigned   \n",
+       "184                   unsigned   \n",
+       "185                   unsigned   \n",
+       "186                   unsigned   \n",
+       "187                   unsigned   \n",
+       "188                   unsigned   \n",
+       "189                   unsigned   \n",
+       "190                   unsigned   \n",
+       "191                   unsigned   \n",
+       "192                   unsigned   \n",
+       "193                   unsigned   \n",
+       "194                   unsigned   \n",
+       "195                   unsigned   \n",
+       "196                   unsigned   \n",
+       "197                   unsigned   \n",
+       "198                   unsigned   \n",
+       "199                   unsigned   \n",
+       "200                   unsigned   \n",
+       "201                   unsigned   \n",
+       "202                   unsigned   \n",
+       "203                   unsigned   \n",
+       "204                   unsigned   \n",
+       "205                   unsigned   \n",
+       "206                   unsigned   \n",
+       "207                   unsigned   \n",
+       "208                   unsigned   \n",
+       "209                   unsigned   \n",
+       "210                   unsigned   \n",
+       "211                   unsigned   \n",
+       "212                   unsigned   \n",
+       "213                   unsigned   \n",
+       "214                   unsigned   \n",
+       "215                   unsigned   \n",
+       "216                   unsigned   \n",
+       "217                   unsigned   \n",
+       "218                   unsigned   \n",
+       "219                   unsigned   \n",
+       "220                   unsigned   \n",
+       "221                   unsigned   \n",
+       "222                   unsigned   \n",
+       "223                   unsigned   \n",
+       "224                   unsigned   \n",
+       "225                   unsigned   \n",
+       "226                   unsigned   \n",
+       "227                   unsigned   \n",
+       "228                   unsigned   \n",
+       "229                   unsigned   \n",
+       "230                   unsigned   \n",
+       "231                   unsigned   \n",
+       "232                   unsigned   \n",
+       "233                   unsigned   \n",
+       "234                   unsigned   \n",
+       "235                   unsigned   \n",
+       "236                   unsigned   \n",
+       "237                   unsigned   \n",
+       "238                   unsigned   \n",
+       "239                   unsigned   \n",
+       "240                   unsigned   \n",
+       "241                   unsigned   \n",
+       "242                   unsigned   \n",
+       "243                   unsigned   \n",
+       "244                   unsigned   \n",
+       "245                   unsigned   \n",
+       "246                   unsigned   \n",
+       "247                   unsigned   \n",
+       "248                   unsigned   \n",
+       "249                   unsigned   \n",
+       "250                   unsigned   \n",
+       "251                   unsigned   \n",
+       "252                   unsigned   \n",
+       "253                   unsigned   \n",
+       "254                   unsigned   \n",
+       "255                   unsigned   \n",
+       "256                   unsigned   \n",
+       "257                   unsigned   \n",
+       "258                   unsigned   \n",
+       "259                   unsigned   \n",
+       "260                   unsigned   \n",
+       "261                   unsigned   \n",
+       "262                   unsigned   \n",
+       "263                   unsigned   \n",
+       "264                   unsigned   \n",
+       "265                   unsigned   \n",
+       "266                   unsigned   \n",
+       "267                   unsigned   \n",
+       "268                   unsigned   \n",
+       "269                   unsigned   \n",
+       "270                   unsigned   \n",
+       "271                   unsigned   \n",
+       "272                   unsigned   \n",
+       "273                   unsigned   \n",
+       "274                   unsigned   \n",
+       "275                   unsigned   \n",
+       "276                   unsigned   \n",
+       "277                   unsigned   \n",
+       "278                   unsigned   \n",
+       "279                   unsigned   \n",
+       "280                   unsigned   \n",
+       "281                   unsigned   \n",
+       "282                   unsigned   \n",
+       "283                   unsigned   \n",
+       "284                   unsigned   \n",
+       "285                   unsigned   \n",
+       "286                   unsigned   \n",
+       "287                   unsigned   \n",
+       "288                   unsigned   \n",
+       "289                   unsigned   \n",
+       "290                   unsigned   \n",
+       "291                   unsigned   \n",
+       "292                   unsigned   \n",
+       "293                   unsigned   \n",
+       "294                   unsigned   \n",
+       "295                   unsigned   \n",
+       "296                   unsigned   \n",
+       "297                   unsigned   \n",
+       "298                   unsigned   \n",
+       "299                   unsigned   \n",
+       "300                   unsigned   \n",
+       "301                   unsigned   \n",
+       "302                   unsigned   \n",
+       "303                   unsigned   \n",
+       "304                      valid   \n",
+       "305                   unsigned   \n",
+       "306                   unsigned   \n",
+       "307                   unsigned   \n",
+       "308                      valid   \n",
+       "309                      valid   \n",
+       "310                      valid   \n",
+       "311                      valid   \n",
+       "312                      valid   \n",
+       "313                      valid   \n",
+       "314                      valid   \n",
+       "315                      valid   \n",
+       "316                      valid   \n",
+       "317                      valid   \n",
+       "318                   unsigned   \n",
+       "319                      valid   \n",
+       "320                   unsigned   \n",
+       "321                   unsigned   \n",
+       "322                   unsigned   \n",
+       "323                      valid   \n",
+       "324                   unsigned   \n",
+       "325                      valid   \n",
+       "326                   unsigned   \n",
+       "327                      valid   \n",
+       "328                   unsigned   \n",
+       "329                      valid   \n",
+       "330                   unsigned   \n",
+       "331                      valid   \n",
+       "332                   unsigned   \n",
+       "333                      valid   \n",
+       "334                   unsigned   \n",
+       "335                   unsigned   \n",
+       "336                      valid   \n",
+       "337                   unsigned   \n",
+       "338                      valid   \n",
+       "339                      valid   \n",
+       "340                      valid   \n",
+       "341                      valid   \n",
+       "342                      valid   \n",
+       "343                      valid   \n",
+       "344                      valid   \n",
+       "345                   unsigned   \n",
+       "346                   unsigned   \n",
+       "347                      valid   \n",
+       "348                   unsigned   \n",
+       "349                   unsigned   \n",
+       "350                   unsigned   \n",
+       "351                      valid   \n",
+       "352                   unsigned   \n",
+       "353                   unsigned   \n",
+       "354                   unsigned   \n",
+       "355                   unsigned   \n",
+       "356                   unsigned   \n",
+       "357                   unsigned   \n",
+       "358                   unsigned   \n",
+       "359                   unsigned   \n",
+       "360                   unsigned   \n",
+       "361                      valid   \n",
+       "362                   unsigned   \n",
+       "363                      valid   \n",
+       "364                   unsigned   \n",
+       "365                      valid   \n",
+       "366                   unsigned   \n",
+       "367                      valid   \n",
+       "368                   unsigned   \n",
+       "369                   unsigned   \n",
+       "370                      valid   \n",
+       "371                      valid   \n",
+       "372                      valid   \n",
+       "373                      valid   \n",
+       "374                   unsigned   \n",
+       "375                      valid   \n",
+       "376                   unsigned   \n",
+       "377                      valid   \n",
+       "378                   unsigned   \n",
+       "379                      valid   \n",
+       "380                   unsigned   \n",
+       "381                      valid   \n",
+       "382                   unsigned   \n",
+       "383                      valid   \n",
+       "384                      valid   \n",
+       "385                   unsigned   \n",
+       "386                      valid   \n",
+       "387                   unsigned   \n",
+       "388                   unsigned   \n",
+       "389                   unsigned   \n",
+       "390                      valid   \n",
+       "391                   unsigned   \n",
+       "392                   unsigned   \n",
+       "393                      valid   \n",
+       "394                      valid   \n",
+       "395                      valid   \n",
+       "396                      valid   \n",
+       "397                      valid   \n",
+       "398                      valid   \n",
+       "399                      valid   \n",
+       "400                      valid   \n",
+       "401                      valid   \n",
+       "402                   unsigned   \n",
+       "403                   unsigned   \n",
+       "404                      valid   \n",
+       "405                      valid   \n",
+       "406                   unsigned   \n",
+       "407                      valid   \n",
+       "408                   unsigned   \n",
+       "409                   unsigned   \n",
+       "410                      valid   \n",
+       "411                   unsigned   \n",
+       "412                   unsigned   \n",
+       "413                   unsigned   \n",
+       "414                   unsigned   \n",
+       "415                   unsigned   \n",
+       "416                      valid   \n",
+       "417                      valid   \n",
+       "418                   unsigned   \n",
+       "419                      valid   \n",
+       "420                      valid   \n",
+       "421                   unsigned   \n",
+       "422                      valid   \n",
+       "423                   unsigned   \n",
+       "424                      valid   \n",
+       "425                   unsigned   \n",
+       "426                      valid   \n",
+       "427                   unsigned   \n",
+       "428                      valid   \n",
+       "429                   unsigned   \n",
+       "430                      valid   \n",
+       "431                   unsigned   \n",
+       "432                      valid   \n",
+       "433                      valid   \n",
+       "434                   unsigned   \n",
+       "435                      valid   \n",
+       "436                   unsigned   \n",
+       "437                      valid   \n",
+       "438                   unsigned   \n",
+       "439                   unsigned   \n",
+       "440                   unsigned   \n",
+       "441                   unsigned   \n",
+       "442                   unsigned   \n",
+       "443                   unsigned   \n",
+       "444                   unsigned   \n",
+       "445                   unsigned   \n",
+       "446                   unsigned   \n",
+       "447                   unsigned   \n",
+       "448                      valid   \n",
+       "449                   unsigned   \n",
+       "450                      valid   \n",
+       "451                   unsigned   \n",
+       "452                      valid   \n",
+       "453                   unsigned   \n",
+       "454                   unsigned   \n",
+       "455                      valid   \n",
+       "456                   unsigned   \n",
+       "457                      valid   \n",
+       "458                   unsigned   \n",
+       "459                      valid   \n",
+       "460                   unsigned   \n",
+       "461                   unsigned   \n",
+       "462                   unsigned   \n",
+       "463                      valid   \n",
+       "464                   unsigned   \n",
+       "465                      valid   \n",
+       "466                   unsigned   \n",
+       "467                      valid   \n",
+       "468                   unsigned   \n",
+       "469                      valid   \n",
+       "470                      valid   \n",
+       "471                      valid   \n",
+       "472                      valid   \n",
+       "473                   unsigned   \n",
+       "474                   unsigned   \n",
+       "475                      valid   \n",
+       "476                   unsigned   \n",
+       "477                   unsigned   \n",
+       "478                      valid   \n",
+       "479                   unsigned   \n",
+       "480                      valid   \n",
+       "481                   unsigned   \n",
+       "482                   unsigned   \n",
+       "483                      valid   \n",
+       "484                   unsigned   \n",
+       "485                   unsigned   \n",
+       "486                   unsigned   \n",
+       "487                   unsigned   \n",
+       "488                   unsigned   \n",
+       "489                   unsigned   \n",
+       "490                   unsigned   \n",
+       "491                      valid   \n",
+       "492                   unsigned   \n",
+       "493                   unsigned   \n",
+       "494                      valid   \n",
+       "495                   unsigned   \n",
+       "496                      valid   \n",
+       "497                   unsigned   \n",
+       "498                      valid   \n",
+       "499                   unsigned   \n",
+       "500                      valid   \n",
+       "501                   unsigned   \n",
+       "502                      valid   \n",
+       "503                   unsigned   \n",
+       "504                      valid   \n",
+       "505                   unsigned   \n",
+       "506                      valid   \n",
+       "507                   unsigned   \n",
+       "508                      valid   \n",
+       "509                      valid   \n",
+       "510                      valid   \n",
+       "511                   unsigned   \n",
+       "512                      valid   \n",
+       "513                   unsigned   \n",
+       "514                   unsigned   \n",
+       "515                   unsigned   \n",
+       "516                      valid   \n",
+       "517                   unsigned   \n",
+       "518                   unsigned   \n",
+       "519                   unsigned   \n",
+       "520                      valid   \n",
+       "521                   unsigned   \n",
+       "522                      valid   \n",
+       "523                   unsigned   \n",
+       "524                      valid   \n",
+       "525                   unsigned   \n",
+       "526                      valid   \n",
+       "527                   unsigned   \n",
+       "528                      valid   \n",
+       "529                   unsigned   \n",
+       "530                      valid   \n",
+       "531                   unsigned   \n",
+       "532                   unsigned   \n",
+       "533                   unsigned   \n",
+       "534                      valid   \n",
+       "535                   unsigned   \n",
+       "536                      valid   \n",
+       "537                   unsigned   \n",
+       "538                   unsigned   \n",
+       "539                   unsigned   \n",
+       "540                      valid   \n",
+       "541                   unsigned   \n",
+       "542                      valid   \n",
+       "543                   unsigned   \n",
+       "544                      valid   \n",
+       "545                   unsigned   \n",
+       "546                      valid   \n",
+       "547                   unsigned   \n",
+       "548                      valid   \n",
+       "549                   unsigned   \n",
+       "550                   unsigned   \n",
+       "551                      valid   \n",
+       "552                   unsigned   \n",
+       "553                      valid   \n",
+       "554                   unsigned   \n",
+       "555                   unsigned   \n",
+       "556                   unsigned   \n",
+       "557                   unsigned   \n",
+       "558                   unsigned   \n",
+       "559                      valid   \n",
+       "560                   unsigned   \n",
+       "561                   unsigned   \n",
+       "562                   unsigned   \n",
+       "563                   unsigned   \n",
+       "564                   unsigned   \n",
+       "565                   unsigned   \n",
+       "566                   unsigned   \n",
+       "567                   unsigned   \n",
+       "568                   unsigned   \n",
+       "569                   unsigned   \n",
+       "570                   unsigned   \n",
+       "571                   unsigned   \n",
+       "572                   unsigned   \n",
+       "573                   unsigned   \n",
+       "574                   unsigned   \n",
+       "575                   unsigned   \n",
+       "576                   unsigned   \n",
+       "577                   unsigned   \n",
+       "578                   unsigned   \n",
+       "579                   unsigned   \n",
+       "580                   unsigned   \n",
+       "581                   unsigned   \n",
+       "582                   unsigned   \n",
+       "583                   unsigned   \n",
+       "584                   unsigned   \n",
+       "585                   unsigned   \n",
+       "586                   unsigned   \n",
+       "587                   unsigned   \n",
+       "588                   unsigned   \n",
+       "589                   unsigned   \n",
+       "590                   unsigned   \n",
+       "591                   unsigned   \n",
+       "592                   unsigned   \n",
+       "593                      valid   \n",
+       "594                   unsigned   \n",
+       "595                      valid   \n",
+       "596                   unsigned   \n",
+       "597                      valid   \n",
+       "598                      valid   \n",
+       "599                   unsigned   \n",
+       "600                   unsigned   \n",
+       "601                      valid   \n",
+       "602                   unsigned   \n",
+       "603                   unsigned   \n",
+       "604                   unsigned   \n",
+       "605                   unsigned   \n",
+       "606                   unsigned   \n",
+       "607                   unsigned   \n",
+       "608                   unsigned   \n",
+       "609                   unsigned   \n",
+       "610                   unsigned   \n",
+       "611                      valid   \n",
+       "612                      valid   \n",
+       "613                   unsigned   \n",
+       "614                      valid   \n",
+       "615                   unsigned   \n",
+       "616                   unsigned   \n",
+       "617                   unsigned   \n",
+       "618                   unsigned   \n",
+       "619                   unsigned   \n",
+       "620                   unsigned   \n",
+       "621                      valid   \n",
+       "622                   unsigned   \n",
+       "623                      valid   \n",
+       "624                   unsigned   \n",
+       "625                      valid   \n",
+       "626                   unsigned   \n",
+       "627                      valid   \n",
+       "628                   unsigned   \n",
+       "629                      valid   \n",
+       "630                   unsigned   \n",
+       "631                   unsigned   \n",
+       "632                      valid   \n",
+       "633                   unsigned   \n",
+       "634                   unsigned   \n",
+       "635                   unsigned   \n",
+       "636                      valid   \n",
+       "637                   unsigned   \n",
+       "638                      valid   \n",
+       "639                   unsigned   \n",
+       "640                      valid   \n",
+       "641                   unsigned   \n",
+       "642                      valid   \n",
+       "643                      valid   \n",
+       "644                      valid   \n",
+       "645                   unsigned   \n",
+       "646                   unsigned   \n",
+       "647                      valid   \n",
+       "648                      valid   \n",
+       "649                   unsigned   \n",
+       "650                   unsigned   \n",
+       "651                      valid   \n",
+       "652                   unsigned   \n",
+       "653                   unsigned   \n",
+       "654                   unsigned   \n",
+       "655                      valid   \n",
+       "656                   unsigned   \n",
+       "657                      valid   \n",
+       "658                   unsigned   \n",
+       "659                   unsigned   \n",
+       "660                   unsigned   \n",
+       "661                   unsigned   \n",
+       "662                      valid   \n",
+       "663                   unsigned   \n",
+       "664                   unsigned   \n",
+       "665                   unsigned   \n",
+       "666                   unsigned   \n",
+       "667                   unsigned   \n",
+       "668                      valid   \n",
+       "669                   unsigned   \n",
+       "670                      valid   \n",
+       "671                   unsigned   \n",
+       "672                   unsigned   \n",
+       "673                      valid   \n",
+       "674                   unsigned   \n",
+       "675                      valid   \n",
+       "676                   unsigned   \n",
+       "677                   unsigned   \n",
+       "678                      valid   \n",
+       "679                   unsigned   \n",
+       "680                      valid   \n",
+       "681                      valid   \n",
+       "682                      valid   \n",
+       "683                      valid   \n",
+       "684                      valid   \n",
+       "685                      valid   \n",
+       "686                      valid   \n",
+       "687                      valid   \n",
+       "688                      valid   \n",
+       "689                      valid   \n",
+       "690                      valid   \n",
+       "691                      valid   \n",
+       "692                      valid   \n",
+       "693                      valid   \n",
+       "694                      valid   \n",
+       "695                      valid   \n",
+       "696                      valid   \n",
+       "697                      valid   \n",
+       "698                      valid   \n",
+       "699                      valid   \n",
+       "700                      valid   \n",
+       "701                   unsigned   \n",
+       "702                   unsigned   \n",
+       "703                      valid   \n",
+       "704                   unsigned   \n",
+       "705                   unsigned   \n",
+       "706                      valid   \n",
+       "707                   unsigned   \n",
+       "708                      valid   \n",
+       "709                      valid   \n",
+       "710                      valid   \n",
+       "711                      valid   \n",
+       "712                      valid   \n",
+       "713                      valid   \n",
+       "714                      valid   \n",
+       "715                      valid   \n",
+       "716                      valid   \n",
+       "717                      valid   \n",
+       "718                   unsigned   \n",
+       "719                      valid   \n",
+       "720                      valid   \n",
+       "721                      valid   \n",
+       "722                   unsigned   \n",
+       "723                      valid   \n",
+       "724                   unsigned   \n",
+       "725                      valid   \n",
+       "726                   unsigned   \n",
+       "727                      valid   \n",
+       "728                   unsigned   \n",
+       "729                      valid   \n",
+       "730                   unsigned   \n",
+       "731                      valid   \n",
+       "732                   unsigned   \n",
+       "733                      valid   \n",
+       "734                   unsigned   \n",
+       "735                   unsigned   \n",
+       "736                      valid   \n",
+       "737                   unsigned   \n",
+       "738                      valid   \n",
+       "\n",
+       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         commit.verification.signature  \\\n",
+       "0                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 None   \n",
+       "1                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 None   \n",
+       "2                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 None   \n",
+       "3                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 None   \n",
+       "4                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 None   \n",
+       "5                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 None   \n",
+       "6                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 None   \n",
+       "7                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 None   \n",
+       "8                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 None   \n",
+       "9                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 None   \n",
+       "10                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "11                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "12                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "13                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "14                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "15                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "16                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "17                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "18                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "19                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "20                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "21                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "22                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "23                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "24                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "25                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "26                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "27                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "28                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "29                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "30                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "31                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "32                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "33                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "34                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "35                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "36                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "37                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "38                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "39                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "40                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "41                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "42                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "43                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "44                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "45                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "46                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "47                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "48                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "49                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "50                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "51                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "52                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "53                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "54                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "55                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "56                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "57                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "58                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "59                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "60                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "61                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "62                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "63                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "64                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "65                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "66                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "67                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "68                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "69                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "70                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "71                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "72                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "73                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
+       "74                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
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+       "288                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "289                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "290                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "291                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "292                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "293                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "294                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "295                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "296                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "297                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "298                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "299                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "300                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "301                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "302                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "303                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "304                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaBXyuCRBK7hj4Ov3rIwAAdHIIAHSzIUXFBqqziBkxZnXVjo7t\\n7Qp5FkryT3mnPD2GY2NyxhhHAhO8xBGVJqjioCbcSqKUskfeNmvDLIhQhbe53xwl\\nINCOlEySEH6RBr5w/NSEKJ8xas09TcC5B3W1N8qa3ELS/zLWaTFuyttwtI6CdDdE\\n+OlIeRgEdxUk7bJcGu4sMRNuOgd9U7x7kn19CRkG3T8ay5vaHjrUdjC6/zQNcIPW\\nQKA+WY2ig2cvZGO5kyx0PVPvvuhzPcooNC8FnJY1K8wMB0t/UP7BAYW4j8ERZpJq\\nDkF/agiZCouEWVB8Tq2vsyq/R4urENBPfIWr/wdLtQ7ymZFLe7f8MSpI0zFGN7k=\\n=6nd4\\n-----END PGP SIGNATURE-----\\n   \n",
+       "305                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "306                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "307                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "308                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaHG2DCRBK7hj4Ov3rIwAAdHIIAKqL9Fhas2xguqHJBwaHJSYJ\\nLNeBIlf241E1oI6K80Pw0RTbk7VtPwndA7eafb52FB3es7aWaEEDOCRS1b385a9r\\n4m1Bvh0j73d008SQAnBVlH75Hfkm5r7XmDjnnU7BhP7bmyCSzH8ZEaDobjXsC7ra\\ngb/5PtwX2i8w01zHQEt/7EmuntmsyJbdy7ySlwSF9Pl28EI2jPgYm3KfCN2T/exk\\njnASnwIZmBmYRxM8t0S/foq6Qzq93sRKXeoBpi+GP0t5otGxOpq7OA4e5+Ywchdm\\n6/60zkiprn6i+0GhNVYeZU5ac6bFNjOxK9pF0bOFlBxfvALYAKX3yPRiC9Sc0e0=\\n=Krss\\n-----END PGP SIGNATURE-----\\n   \n",
+       "309                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaHG3ZCRBK7hj4Ov3rIwAAdHIIAAZduKimykHEu82uGtzb21wE\\ngQC+89Jzy+7fEFbuKsSu9O9AMn7DmVHilSlwR/ZI+kwNUSkPnPbihOqS3iRCkMa5\\neQlab7u9e/eESZ6Nh7WKQWP0axRirjGu3XtpDcv+Uw9Iak+2WL7T6TTWx8+6UEiU\\nq4ZW2MuNEP2aUOjE7WlXMwMwh5103erB/DWHxXYSSaYpTDCVFwWdMSc4xaOHVhBW\\nwEXC97grfLytv16h9Q+pUjfU4prRX6oP23FEDApLRHzhb/7GAAD28DprM1aMuo4R\\nfN9MHBvmnr3eZ65JdiWiFODqrJl2AOSccceS/WAsknoPyekJE/oS6Lwc+udZf7M=\\n=Wsxl\\n-----END PGP SIGNATURE-----\\n   \n",
+       "310                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaHpzlCRBK7hj4Ov3rIwAAdHIIAA0QQcHJsy5UWWpZdL2juJat\\nqwv3uDJOGYapIGrcTRnKhm9cEgIm7QNBhBslQQ4S4YWAi/zmiTixRInee85FtAvm\\nUv1ZV5WH4xH+6hH07asVQoEA48ewfdKlTfAZ+fJpUG616GcyMYp+KJERqvOKpDba\\n1UL4v2I5UC3K5CyOULjr2Kntw0y42pOcRJXsaDzeKoUG3CWZob/6xLWKOouhNTrH\\nAIBu1aH5TIMpWQzktVm7Dl+AoZmOr5CPYJfrmhnSxgiaQEKHuyY4otNf0ygnAq8x\\ns8trwvXb1wb+YxdgukD8uRLpgMwsLA7Y6lfqsxfHGn2ylmyLuso5Q6BzwUSX9GQ=\\n=6c7n\\n-----END PGP SIGNATURE-----\\n   \n",
+       "311                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaHp1CCRBK7hj4Ov3rIwAAdHIIAF+nQ8826gDzEDfamjFwS7FB\\nZXdQeQvzKwljXO8PdeAT/mo3ORj7R8JM/JvzzKWzt6bFFLTfZfNnrFR5XyRwhsnR\\n3bnmQ788Xr4K/08p6My9SX+5MVhONciIwyU0fkb0tfHzc6KvgeLJwXquyqjPoUg7\\nvWb0uhooY4QMtFnHgtdUm4CmdN8u8YwgIP2uTsg0FCOMlTbxtKvjZOKm/ZxPFrKh\\nmjBAWkwCPJ4dObI2XP8o3BAVEOyRo37XiKUgcGbqzqWHm9AFIJ5BbdJkE2lE0P+0\\nAafPfLIe5/mMPwz+C6+2dBqlb01VKW6Aap2Jyo6IrcYNVftbAa6TCGFBa6moFFk=\\n=bnpQ\\n-----END PGP SIGNATURE-----\\n   \n",
+       "312                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaHp2zCRBK7hj4Ov3rIwAAdHIIAJznZhpWHJE2W+RvR52P4UtD\\nxjjpA8yFVxRxADrrAXDDgJmXa84Mqo2vTVUSlbkaE7bdLKA82LsEBV4lM0AArEVy\\nY3hKWY3019tyXmxkV7FhNLNSDnRd+IJcKzIgBTfxbNHtute9J+sekNaIV+44AqO8\\nYNqilaKTmbLNLksxPXqMraslN02HBw7fewmnjC9xmtrPrSwiHdTQezHqGN13uLX1\\ngMZxc1AE5nT9BNNMD5+YAhoTUobdEzREtHlgb4GOd9auTYK8ovnvThy3Cd654pPV\\nIBEIUAhxKmLrSEKhp4WiWlQLQDpKqRhDlak4csTXXRfqi9mok0QynZTtqAb/biM=\\n=ZP5k\\n-----END PGP SIGNATURE-----\\n   \n",
+       "313                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaHp50CRBK7hj4Ov3rIwAAdHIIAKnr9tFtBLKq5UuwGP1w8VEB\\naVNg340nsweX9U5GEH2IGkI0XVVdyR34/A/0Ic+Mtloba5fVtnZiBJPD2z7QVGOV\\naTKC9NYZxd111CLw1TGgVS1yvQ1LM8bbkLh7XTvBC4Hw71wVbYqr9+bDsGYSN3V7\\nje2mee9uEAgUQJxoHXy7aYm6VW7Ew1MPn3TJjn/jlDxxLT1+jT7KjXCZUawxfWDC\\nJdqEcC4AwrVrKJwJNGR3U3YHKB6Zd8Vr4SQqFpyVFMPjJN+TIjxmIeQbaggVsKG2\\nzUj8bayHzWhqLeQ3OW1Pb0gsuHcWey4kk/Hr8YZA6WRYh0hF+zoG2Vy8HcpTl4E=\\n=YIqb\\n-----END PGP SIGNATURE-----\\n   \n",
+       "314                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaHp6rCRBK7hj4Ov3rIwAAdHIIAElkNiFfoqNhJaZezF3reL6+\\n3MYIh8Ofgze+EQO40qrDfpKBSHocPzbtyuRzWCpPfJP9R92Qd5s28pXAjjttc983\\nqpWlDAIKOLh7Bhs5B6lGaXNE/saBZdw73Bq/0DK6OXlCqMSOoiUQ6yb8VpAuJz8T\\nP7gWfNVntOktX1S6nKVTfsXbpdK5+MfiV31/m6sq7rtUiJTaCGXhiUAooKCWSQaj\\nmQNZKzpa2GIiMVfhAxPKUMYBCLA3ZZix+D8HdWxZJE/Xv4F3wai6PTWBKQNK/A5K\\n1BvdhW0GIrsRb4CpsL1H5+OZ/wS0IY7N4ZBmRpzSl5z8MPkXggw5Vb6GaSs1Jfw=\\n=XXxH\\n-----END PGP SIGNATURE-----\\n   \n",
+       "315                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaHp7rCRBK7hj4Ov3rIwAAdHIIAG0xTQONDKlOfWvXixyoRy3f\\nuR0rMGxonYgVWwLkSdDSbLptQq2R7PGJoOvTk0YRRzQI0jOk0u8D2h/af0kgV9G/\\n5uGvHawOT9P/EBdnWHVsvjYVNw7UWabLzB7xyB9Vqlr+vvVrCacFjVRl0PbmtsHj\\nt+P78jNzQp+QwdeohUMcI98M/hvUXijUPmsJpzfaw8hKlyNv2c9A3S7WsIF87XdD\\nkxeu5eh09IkrcmyKKfb/KskXGZmdBxVHvXBYIUDGAZGvzVnNxFrrN2Vis7gJlMwB\\nFFoAlkypFIo3fuM0vVUml78HPdvoA1a2IRzCInJczqyeE7jtchYOrYhI5KRPJms=\\n=ljsF\\n-----END PGP SIGNATURE-----\\n   \n",
+       "316                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaHp9bCRBK7hj4Ov3rIwAAdHIIALHbvfM4vs0e7fw7xLZQ7AEH\\nLthlCLY8lD8rs6BvJmCw2XfJ1oOljZBR4AfIbrC2mCFS0fnG/oJOoqMWa4uoXQ11\\n4gEAaKnW00jRMtb2WHz6NqG+YD8TuUHHGIQcJL59hGLg/Zcl5/NuyHqXQgb2wU3n\\nJHBqi/ujtlZn3W8pZxUaDPZHWvufw4cZ9KFBKh0JWA2ctIJj2EZSQ5TfGmDQR+In\\n/V15orZ2dpsZzm83ygQ+7axo57p8289hzQrbaypdGIIQGtaTJH+ftNGHcZHNTW0t\\njKqkZYRad69LuqjVd8TMFytOlayaSgyf8cQLAQ2EezEnvAQIklZrWJ1H6ZfpwHA=\\n=rwv4\\n-----END PGP SIGNATURE-----\\n   \n",
+       "317                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaHp+UCRBK7hj4Ov3rIwAAdHIIAK7CSBh1QlsK2BPYMjd4eRm3\\nSCA2Ts2kEKG5rliUVNHtxeylY6buEy1j6nysZLFqP2rwxySiwm1X6Xk8bk/t1OUL\\n61keimq7Ds7WwI5VAnRsZvBwUkQKNVUb9PuHgmgn1rrTDai1scnOQhyNTwdWBxIe\\nrm2u1wHaoO+dH5d7c/f7xWwUUqBgY8q5pssG2297fuWVQqGQXnHZH19RdNmAwdsE\\nFTZUQ7BjVTlX/eWMQMW1OMxp3sOp1TwBlAFOKcRFrmn7fSEZTt+hmxQpiy/NFPhI\\nB4KBXkJxH/P20nWONBik+PpJIaGtV/bk1xacYKMNtskNlWn3ApCYscKDqD2AFRM=\\n=ILSI\\n-----END PGP SIGNATURE-----\\n   \n",
+       "318                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "319                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaH9eiCRBK7hj4Ov3rIwAAdHIIAFReUQ2NLBSD3EiPCSwfAPx0\\nkVxDOSYibtPY/UT1kIkxPP9v9qwl/fnqfmDNWlurII16zUZ7j4duqRIHjeg0YDvu\\n+WAJLdJuAtaLlVXuWxDRCI+g/7Kr6CGEED+QcucdKvdITcfPY/XzNCiBOFKTt6Kz\\nPG+jiGwMb0uNqNM/AohE+RAyx9TdARgNdLKNPQMHrMOrLmv+Cr7eBaD6g7HLNgwp\\nnvc0Y/UPIU/JwW3o+FMEnUvo1bbAmLgnYPgdrm6VuzhZ2lxKUbh2JSakN8K4rWwe\\neW7XxWK5WB0jZi0cJJ6w3EBwuVlDuktNRCZaJhXidPqAvdp1Iph9huiqwA/EHFo=\\n=fVg8\\n-----END PGP SIGNATURE-----\\n   \n",
+       "320                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "321                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "322                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "323                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaTMAoCRBK7hj4Ov3rIwAAdHIIAGzZq4hb81Tw83QRrgLMtXU0\\nQxybPt6qCVKvggUqvu2qeoUs5Ty4QDi6gubNa/jTHD91p3DI2XnM68QjSVPmKNmm\\nUkIJV//ADBQYdBMT3Swf8d4/ZHY4qnm9KyHaVKYjvFB9vLmM3D7ABbZhISvDAYg+\\nYEVQ7LqYkcSIC2L0LBN5XUFqzYV41L+rtXd0tiHIDJ2QwPBsLCz9GjBM9Dki0RuN\\nk7jghutG8PgLambuQYYASfkMp0Qvd0+sTOfT5fn9Irn8yro2ozLlheGBc9Tgsq0d\\nL6s9q7Zq4Nk7ZLHfCNzLzl6rldnnTc2/laeXRDmgB9MhlqwY+QhDJLS/8cYwLIk=\\n=sAs8\\n-----END PGP SIGNATURE-----\\n   \n",
+       "324                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "325                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaVeqLCRBK7hj4Ov3rIwAAdHIIABb6EAMNublJ0WZf6xSMl1Fq\\ndx1Y1lmtxtqWxHC9/oiOrbZ3usm5k/sz+mPFyEQvFpzpy+iOmUsYHgpknrh/2+Ip\\nTRFGhSKNysw3RkFGmPe9xyzlICcV1vtp2/HgVGZoJavwVUiqY33xAXzIgZ8mf406\\nWMpvhMfK14UVVpDpQc6L6IYwT90CaRBsgrV1e4Ar3UTF/fSJS/pC47Q8kIkJv5J/\\n64VolJpYNz4bNsicpzcsi4SV9LebG8ipWJp+mkO86jpOjR87rO14IOQth9qnaVPj\\nlVnQkglz/eHQvjxFJ9IGokvTR/nIBg76Gk6Bbld9BAxvs7Miwj/WFcrb4/MP4tE=\\n=OjFc\\n-----END PGP SIGNATURE-----\\n   \n",
+       "326                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "327                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaYdWVCRBK7hj4Ov3rIwAAdHIIAAxh+0bYvvvFnIPNP7yqEK34\\npzhcV06jlGUrXnOt7nl99HOKXPL3tm+x2h+9LnOg2RItfovzVtHapqtnoLFr1e7+\\nf7C/dofLT2b8k35AeXgPVCRL+WfK30cbj/Uf7ARkBu/K42v5Pg3/fYxqWkvlGPcs\\nOdo2NDgIJWq44JxN6C97X8zhxXglWvvmvcSVGWIKq+u1JhaN2jkTw5HqU4qWowek\\nPb+KLQYZwCzne7UJttNSZLxMeLBW0QjDrRVu3OrZQ2/Tw0HE95LcQwixmrQ1YJ2b\\n/k8sH89k1ak4bwqDqj+7P2TfYo3h//aAuI6k7AtJ2fRipNOLjEPndnMEWncqAl0=\\n=CXpF\\n-----END PGP SIGNATURE-----\\n   \n",
+       "328                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "329                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaYdmjCRBK7hj4Ov3rIwAAdHIIAHMcioe4liKGUchMg+cJ3CIf\\nT4TgBuBHxr3Jt5Wqpy9SNn9tepupr1C/iO8mHY+S0bWPrRQF5lF7V8dK53n/IL8z\\nfYtNaWusYzSyiRIn5XaljC2jcE/oBlPOjD9zK4avNvsSBjAN72OHde3n/+kk3DGL\\nZbT6WsZtBSQ4tHJGWyjsRLQ+OsgFTxVH/8vslv42IX+0kkntVmCjEssaefZpZ2kF\\nHYYI+fnFF5QXIf2/ziw/QvEEAjOzMyUZHxOPB/Og9Z46WNe9V/Ecu7i1gX7aNpiu\\njc9o0nPgTRg6XQd0YpAjwpHs7Y7AFkMcly0mSO4SUoTGH+pmmk7zQC8njw7Yclw=\\n=V3NE\\n-----END PGP SIGNATURE-----\\n   \n",
+       "330                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "331                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaYg6bCRBK7hj4Ov3rIwAAdHIIAD6ZSn1p8n+WTa/qRPkYQ+o0\\nkwDjkLBnS8aBjE0PO0rXngNB7KTJF0Qa29TfUS8S8L8xBFaGC25II1Np5+8Fz6uD\\nGwq4/mT/DljmMyg82Nm0eJApTZU1ejMqGVUy2LaHYT4WYSiZDuLPhonwZ4IQkxpK\\npoakkSMQ8fkWtR941blYyhRobQR1GQ2odTEI/QLiXsi8510RnZ9g9pL8X7T8NTBO\\nqdRg20tcxaMBqlrFZPlkgUmqc+TM+1iPNGHCifg3qlOpwm6WkbmkHHSXxHzZ7WDY\\nK7bUuPaVcLQNY1fZfbkKiK5CBJrcO3bLpQIS0zKwlkih0q6klkKFe0kKviQT90I=\\n=LjAM\\n-----END PGP SIGNATURE-----\\n   \n",
+       "332                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "333                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaZbo9CRBK7hj4Ov3rIwAAdHIIABIdv1ykGq/iNQnIWECErsRh\\nirT+iUIwOwy8zV+/fJi23UUTQCk/HKwQMElP38Td5DLfF151nXcTj6stU5YbzPll\\n49k4APLM3amsQvOO8woMFldrgF+tIWIWswNb1rnPbLj+iwveAPduJND1fI0yiWpS\\nKF7rI/LuuPhGm+TE4OBqYrxT1iTJDP5mvc4Ff5gqBcsyrjnZGr3MUipiBLa/N1Cq\\nqxkAen0CqwToyRMBvDzjq4D12G89dJRBGHo+rV+43gCvOUak3Ui1Nf7wzsaQxkwb\\nPr7K5XzTZqXKHrMrl+AZRJFIyZopVyZO5tFJvboMfjtsLsol9iiV1luVXqQcMnk=\\n=WYrt\\n-----END PGP SIGNATURE-----\\n   \n",
+       "334                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "335                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "336                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJagsLaCRBK7hj4Ov3rIwAAdHIIAD2EcEyginDQROjXg710HhYv\\n7bxBVoXHLE9A1ZO6hXlbQxv1e/BZYz7iAKHdy761F0reTfjbx8QZ31/BvZnSVoH1\\nloUbz8wtvAQPAK9OSCgB1JR8MGRSHV5TvRfNzgoAFY65GitrswBWDUrOEIHb48bW\\nJ6yGdlv3kw5Li+uEcj1caVwWIYizNJKUbjmCF9FXjUqsuDS9XxMjXMXpjWCI9wP7\\n/AYZ89gYPbcT49BEOEgUG6tRflE6xUsu6xw+CzffAGA9bu3WguNIREbP3ZtvWg3F\\nOfIe5H7FUe7e0HLHmPskaVfr3JhjphZEFYl9LHUMeuPFISyfYkd+8sCDThPQFGM=\\n=NvIw\\n-----END PGP SIGNATURE-----\\n   \n",
+       "337                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "338                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJa1hTwCRBK7hj4Ov3rIwAAdHIIACdmdje+l4lrmK3tjt2psWuD\\nKlI0mw46Ust/AQ/15m6jZvBIl1mat5Rvddm6npOh9XHtaaghRCDePxpSPqG7RMBm\\nUtaIPsWIeqX7e4EIM8jWrgM3aReTSTUDhnIpNM7fMv9xpKiQLt9Y1d0cnMU8jwtw\\ne0avByC/bE0QOgWQRodzIVgDlnG+5gHBgipGjn3HRHlaGLEsh7EJRmAkzCV8hQG3\\nW1C6vJ7upWMdylQcEfdRjBJ6V/hoOZm9KRrTZLZOdcpg1F/LIf+avm/I4OxyujXS\\nPvGy8MiKykWABhbDYOuuWV0v0PsN9Q+moLgkxvu72rqFyMZ8Qu9nrIZz7TyIoGs=\\n=sXsC\\n-----END PGP SIGNATURE-----\\n   \n",
+       "339                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJa1ha2CRBK7hj4Ov3rIwAAdHIIAKeH/w5cdUaTGAVP66qPVnde\\n76+7ZQ5DFEWuLXFjRLbgoStpycjX/fXMiI25qOd7wKGQqbXTa/jdROqMZznUEvJ/\\ngYHsEP7ttlIKAw4APyjkbVDkLpA1LT+OSxIaxpoF9/U5kkfF/gdQOMRFj7rO02d0\\nr0M7hBog949F0gMZFlvF1YvzphmukleqmhVaLAgcPZHiUAmdJ1Ud80gkEtRtL6dN\\n5uWTlNImi0tEpmEpcWeRcFx594IKHzuh/EJc9qgpeS7xwfMTOy647/I7uxCkYc24\\nD3rtwe66HQRIoZ3XqVBhjpDylsngNB7/GcTA9oNmFjQTU8UDjJ2H6D8BXe+v6tw=\\n=dtxx\\n-----END PGP SIGNATURE-----\\n   \n",
+       "340                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJa1ha+CRBK7hj4Ov3rIwAAdHIIAKch1TUcDPi+KxnkJCfLQFGg\\nQJ7wgDUJ4j8EbF95thd7YFdVI0wvR3eRZEh40FfpgJ0ww8UludG3l0eJ4tI89pFw\\n/2YA1nCZQv1ThsZhGGukwlp+ulQg1SiwAfr3RMsFXX5Q2Tv631UDz23SHbZD1I8u\\nJ0/8eSITh7iPsCO17zih63gsfkg8ifcwyLEXGalkeh6IdJSffQCHCu2gFU3q87LB\\ns5x3DprImPyQP1R+aUfT3AP2unpPQKD0n1bCp5F9n6vg3v1dm2CxdZSIW6DyaYFr\\nTfA5x3TcwS6cfPOIiVR+JlYuzHpcJxXoojNygq/5Y1uy13yUjv2TdAqalh3dWdE=\\n=izbZ\\n-----END PGP SIGNATURE-----\\n   \n",
+       "341                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJa1hb1CRBK7hj4Ov3rIwAAdHIIAKiy7sX8XD57ody/srfe25/6\\nyOZcDVnWIH0LqEe5a0VEiMh82QJwPWx1nkxeBJReJKsL2CoWnUjQdZcTg8r1GSrO\\nSbdJaz3r97aiGhH4xuYRC93tEgNYMEC6Ugh2oDhGSh4N8vZGbuwNwUYp7M7XBTP4\\nNRO2ncXUJWyB3L+uDMjwMMgv/d3S9379Sk6TB7vM/28OOkYRbXfnZSJSqkQV0ghI\\ntcXXsss+ljoJqCkMWK1O5M0FfyLPfKhh9qb9Mg6VCHWBv+AgvCzDLx20UvhShMUr\\nZDsC2YBtv91BAP1yNYe4NUIHQCjdBWyTJ3g1oumnt292b6VD3a1YxCVdVVCUrlM=\\n=b14x\\n-----END PGP SIGNATURE-----\\n   \n",
+       "342                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJa1hb8CRBK7hj4Ov3rIwAAdHIIAAEFgABiEx2i9tFHGSztm+HA\\nDcN88KsAqU/HfHIocLGwgQuDb6K7NOSXI/CJeTzO7baRxGPegoD/D+suTr455NnC\\nIO3QfnmwDo+iu7X43tFV8dGHhhzhtBzeFesgjK4J42td8s9xSCfeZZJWWWEwOf6E\\nm5NPKV9iN8vT4nm7WpfO0y4ZKqxGolQL0eXuSq+3HxlWhkPtGBTPhVDlvbGA+vyZ\\n3+F0/5bR70g+Pjhn1iTrmGQioGEO51Xm+YgHPrjNbtRHHcyeKsyfsfPtjzZjgxpC\\nkN7pkb/i6E++naSkOwuBEVWAz+nzJJVVyP3yIR5IAHKAMkZdTVnjjrzMOkLA5Oo=\\n=GRgJ\\n-----END PGP SIGNATURE-----\\n   \n",
+       "343                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJa1hcICRBK7hj4Ov3rIwAAdHIIADzkxtGE+4T5rHJL99NtL6xO\\nRWQG3ti3tCu8qxQEImcM406Q5DSpgBwBa0SMf+C6szXKv5JpDlIY24O/HrYbmeCi\\nNdyXxyyvt36kffIS96CIqxMUXSIKkILtF60BP5C0TtFXyHc9iCzDNWhjDE2keguJ\\nr23WzYZGTxKvL3ZCI0CSB6LZsGhvIDNp+L8gLjcf0HDi2c52LDaegefNhJsjgy1a\\nNVwuvHqzSZCvOOyMhuO/FgkcD9pJo3jCYhjDdIgXNVaXl7pDpUsTh2jwpNEolz1k\\ncd/ZzEr67KIRH3U/cRNkWp07TDTMAAKdvBfTTe+xBCxFfT1nObQqCHiIrZeQIYA=\\n=iw7o\\n-----END PGP SIGNATURE-----\\n   \n",
+       "344                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJa1hcTCRBK7hj4Ov3rIwAAdHIIAHj+2VKgsXdtx6hOOQb7/CHy\\n9KNZNH4LWnuMhlib9+c1ONcsk9aKNZkPD2EGE4ek61pdylrPy95fxllbir4GWDz7\\nVeLsuJcXL/rhdYWtxXF0DKmtJhU+ZukDBVTH5/L1EAEksp3MG5ISRQT3euz3+bGL\\nBX1cbRcm7/EFcB14KGjAiPvqwRqR2k7NLb33GecJp5kJge+6Sr5afQjqlp64lVyV\\nRKAMkQVkIwqlWKGRI+kVx5P7ZBcfrFbdXi8XE3liAHyV2v4aid62XWBK3vmyzCMP\\nDp7ZSthcI3ft5Phb1AvvNBNpBQgBwmCcLEwThg7gOSWGw6rm5qg0JP0amrSBcvA=\\n=xhFm\\n-----END PGP SIGNATURE-----\\n   \n",
+       "345                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "346                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "347                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJa11pBCRBK7hj4Ov3rIwAAdHIIABwhTDfVJKbrvlmQymS4sM2F\\nAI3UePG6ggvC8hfBH8ANu8WZZ9BEY+F7fcQCwtsooYT4o2rE4lCAf82vWBykWNYW\\nT4xdhsPXF7ipoPAbr1UptppfSfEZZ16Ke03fO+nSzfsq5plFrYI2ZXrRjKdDGiCu\\ntgFXX/O/8Ah4OKAJFjHHW736+4GPoq8lODK/X48pNOr30gKHMqjeWfyO/DHb+vq/\\nKx31CpI2JhzN+clUyy8DGcnyWUeO9akr7MjkZK/R7HOXrx/6/lKKArzIvAAwW7hr\\nhJt7Hx9HlR/cDhDm46pqqZiDYeS7NRF7jvlVWe+LBciA9aNXfPqgrc+M9/Z8lwk=\\n=psmd\\n-----END PGP SIGNATURE-----\\n   \n",
+       "348                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "349                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "350                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "351                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJa2flSCRBK7hj4Ov3rIwAAdHIIAGIDJDb/U6UEYuhg/kq+i0M2\\nzxZWlEzkhHo6C2cKlbecDv9zHVS63eHeoTvZ4RU8rexVRV9805mEnLWQ0dd0g8EP\\nzqlNZOUiRbknNx0CtPUiuDMc/Q/jdvtiVdnI2EM8ldImA5/PJ+fB0VyoAt/gFSzS\\nv/WCxGxHFkraEympoDlu1nu3KLE0TLVJcXlHN5ENT2+n5LJgn9xmCpGXr+TSpo/w\\nOcznhwlpFVpLmlH1lkTnuW8+rQFfFAxOQnr+U8ycXjTrZbNiXsBl7hB/tEdv3bBV\\nGpzE2eyMdxpfJC22xM8C6yxrsSPXd2oxRBXYt67HVJxH3Rqi2wniBcISs0g4LOg=\\n=qZUr\\n-----END PGP SIGNATURE-----\\n   \n",
+       "352                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "353                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "354                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "355                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "356                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "357                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "358                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "359                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "360                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "361                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJa4xPKCRBK7hj4Ov3rIwAAdHIIAK+NybKudA+DInLexGKVE7a4\\nVon3ifClelFYeyeiAuORaysT8rEGmiOrMBJdde+i4IHhCmu7dzTaMervPq2+qlA+\\nB3qp5Pii5FbpO85HXy90c5e0t78LS3zfMYqhIjNmG6w4uMs1TSHTp80d/N3/GdV8\\nHLLYjRzb/tZ9r7BgeS2xpBEOysrlS2eS/cL/AwZDXEWT2wMnQf+GAJrRXgpD935O\\nL/iaZfPzZ38aLJQ1kUh44GHaEnjFKfFujtPvA59KDYPL6pfzuQ/Mr70Dxx+pfQgb\\n7svq+nHTW8TruydoPtCSnvXGZfQC78zy31Kcnxrjs75IrBGk1On849wDDBLKMPY=\\n=0A5l\\n-----END PGP SIGNATURE-----\\n   \n",
+       "362                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "363                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJa7DcPCRBK7hj4Ov3rIwAAdHIIAHf3cCfS331L7hDGmQT0g+/Z\\nquurxO81SZTVzW/5Zocz3ghMsP/bJAAZgG9UYZ0TxdKI0phoTgFKnR7u6u82FzOj\\nxHuq1OAb/ViYWVkOlNL6jVFU9g589QTSxcEqyrebPsS15LAJ54BFVv+00cMYkXNw\\n1FjRuep9kxhFKgPvaqjrClbHlJb+uX+gWSdhNzREi5Pfr4jGr5G5dsusoDp2NRbE\\nRwx7/XBhni2/4yCdXCzCiDDdMeRmlLzSeb6G3nI8gJ5UETX3Ms+ulPGtbMuIBF94\\nM5/AdMECDIDsNGHVnwQ8eQBJnlqtRaVXrejG3ItFy2bMUxdCWaisyxv7nZb2k+k=\\n=R61z\\n-----END PGP SIGNATURE-----\\n   \n",
+       "364                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "365                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJa/vMECRBK7hj4Ov3rIwAAdHIIAAQrvsw9/g17Dv0oV30dUtP+\\npWdiT9pyOEowSlUAwo/vA/o1SbVmDThwRhHUUDeCZwIz8mJvt664VYT1ZXFe9SEJ\\nGNYi/NO/8b1TLqdefyaxnp3PZ9ogKugW6jx/SvOWdXVwjuM0NxVnjz5G7NQqcKx9\\nEjAayHCmFX91qN/xgC2y/sDlZqcRb8pGPqLJIb/VN9g4gLHxM/uadK9b6zFsTXN3\\nXJLXcJ0skRwxUnRrGfE1i0ka5pGHWHYU1XqYJPvK1+jtgMX1+kw8FSXQf8A9/SDp\\n0JlBvJSaT5SsOZQ4z8TFzmw44/ZAjgxRiJ/sCO2EIwcdLLOFCZCKtvWcw3uF0IA=\\n=EAVI\\n-----END PGP SIGNATURE-----\\n   \n",
+       "366                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "367                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJbBCCaCRBK7hj4Ov3rIwAAdHIIAJe1IC1F6eacMWoqqlfuon3+\\nnu4kydBjlgE3DVqBsFnqzkR5jwvvPZhJI+QaOBMH6Sm8cnz1MfEO1YYuJfpGBY8a\\nVSp3U1qL4xCpwH8AnGE3dcZ8FGbGl5V6ROdrp3MuQipZ0sPZAnsoSMWG5S6MZZPk\\nonRG2yGOM7x+a4IQ4m1ijk3PCFOqxTzfAOmsHN/ZS7mlyM/OdWQ7mZ6YoKtp2Jcb\\nEKVOR7l/w1/UzaHnp51if6EyN4HSMwpfVQ8tD8n0sJ1WNu8iRCCFLBJJ0ow5+eEm\\n3I16rItJCtI4qA9R2uhwexySOJTAys+FvAruPILKC2MUJ2QLe/kBXoVrD3po3P0=\\n=Zmk6\\n-----END PGP SIGNATURE-----\\n   \n",
+       "368                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "369                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "370                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJbRevRCRBK7hj4Ov3rIwAAdHIIAIBNPzBAhg38zxCC98mwGtD/\\nS9i8pQ0E3o02NGBvNLSMmjz+Wap7p2e5TTq249Ge47bHj25Xs8IbDeii08WV4a4B\\nwwOmdfuCuuWKWJUAJutRLs/fdOySgVhTpUZZwahdM1RDH+Nr+7/wI8bJ+jV45RJY\\nTvB/uU+sp7LKY6JfVxwMD0M5V90irsBQ6klgE7vlLcS3YRRfh9mTsGEKrsZXmTOG\\nkFksGQJs5uV5EIg034lFqaomnOPJtQLVYC0GI44QORa4+L+MxaLONXKs14q42lAK\\nQ3sWQgZWo8ObaFKs6Ogqr2NT40Wa9KHN1h6OKW4eBbvRAYoTnNSBzBCedC6eR4A=\\n=WHLN\\n-----END PGP SIGNATURE-----\\n   \n",
+       "371                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJbRewICRBK7hj4Ov3rIwAAdHIIAHVfK7lEcBA8xEXUvD5eGEnf\\ndADtfL++ASy/oZj4UuoxsAHIso4BgpvrX9fAcbDnRo4viTHYXh4LN460dx7j2kJI\\nHoF4h0dA97mstJodEJYnJch0YyyOZm1XEE/vlYtOpXBw7as0WrI5/cRTODGvR8HL\\nKS3DfAq4R9XXLFTGxUv2T18TqOjewn74yfrB2PhF36sQzbE6VHgI9lMXgebpSy/w\\nGZaXBpn1M4hYVFmM0P9wSbFc9YFXEZA/2bN37FMeGhKRY3EVjafSyhjmx/sUw5H7\\nXQqmChEApBO00vNTyTbIyK510dhMaJEGEaoHcWDNbTOKWtbZdeR7uOKp6lWFzxg=\\n=6gma\\n-----END PGP SIGNATURE-----\\n   \n",
+       "372                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJbRj6iCRBK7hj4Ov3rIwAAdHIIAC6PyFJp/T4PT19MPmBYfB+P\\nF/Uv6OeMcFiLQP2a4FEoItb8S3KacXmgf//4iKZ/ngWdbW1newWRVqtalBowXOhW\\noONF9gMF2lXCGcCZwC/gl+qOe98V19bU2YTsxy0hwJ7nbSxdhINQItvdaZp/Z41h\\nxA7UT2gUmPHfBs4dps2b0/wUW68lEy3VAXVZhhmqwmmcYlcQBt2O3ekF2rWn/b14\\npO6W/KJiddFLDM69EH3I9ZcW2+57aoYY/tpEB16S9V+86olVhD0FMYAAqsZRpb0Y\\nE0pDFZbU/2dcnkjTjNBuAgeUkfozI0+QTo7gUSHnfJYFs3ggcyl+iZkuG2TT94s=\\n=Vhdm\\n-----END PGP SIGNATURE-----\\n   \n",
+       "373                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJbRj7NCRBK7hj4Ov3rIwAAdHIIAAMi35bpg6GDXlDzrOP3rD4o\\nEG2jI7I94/Z8o4YrA34erigU/LpUEblx5cxTKAHXIKq6dKL8RPqbKsDrlVNjZd/B\\nEtz5kJBSy5LYET2FFVHKFncmVtKWEaoyzBgTDpv8Es1XDdBd/ToTgMmwo6gTVAq3\\nC7Qg1/nUxrJ8ceuElzhOEZwLWiwf4FoJAVVy83uc9SX+rdqMFa48frS/P5Zm7u5u\\nldsMofK7vMe3FdNZSF0YIbKoax2AiXplus6sD3pd9RRWCIM16+0uu4jjJfAWyfe1\\nXR1VAP+XtABvk+C8SbUghNna8XKgyDXSihJI0iFv2ztd/RYOOpaabi7boI+CyZQ=\\n=VPjx\\n-----END PGP SIGNATURE-----\\n   \n",
+       "374                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "375                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJbRyRzCRBK7hj4Ov3rIwAAdHIIABq8ETUH34S1gSC9q9seEtoY\\nHd4eKb/3kr5pR3Vx+OlWPvqo8vyDPjvzU6lhgPenHtK6dg4lC1baS5RNCrjeutoG\\nLTjdzVcnKJxkK7GBx3N1fsFVEtgXr2WFWBNs6SOdLPL/OqKwCX5EX3dZc3uVbOpS\\nEzgkN4UbECvpri+pvEqYYPTCb9qilQCLj1O/RqZtfB9CsBJIFKQ21OdvPGkW76dF\\nPnuZitiE8dtLhB86nie68nsgZzHgmTZQT44+uhNrzuM3xSUnCOdvs7RaPXUdjyvo\\nUTl4ZvW9AG0MNyAfuZzT2Y9uDVfh5S+kq49wPpIvIg3iQA15BHzzv4sbPg7v6AM=\\n=Oe19\\n-----END PGP SIGNATURE-----\\n   \n",
+       "376                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "377                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJbTJrfCRBK7hj4Ov3rIwAAdHIIADOGGHhu9dopWsU8BZ9JN8Kq\\nMs+GzYiLyOY8TUDyBpU00ZMiLA99q2DMrq63R9pPTNKpeBZYRJ96eC1uHk7iNdeT\\n5LjDyBrUhwq8LY+OwTTAltuhPaDGSiv81wWhA4QOtv05Wyq0/DZoxrAi9+P6JiSu\\nwVQFzqjO8Y27QTG68F0XoHYJFRW2GayHJB9pMY7/whRlRCwNXXvGJNpwWw00g5lR\\n41LyPO3/qvHk6umCOHi77jrQP6lPPNoKX84eJ3v8FHDybc2eV7adh5NiQ0IoBeqx\\nnrZ/qoy3lOhoEc6JKKQzei1dqAZtI3S1UWwo9WRiKAt/zyUhwL8bKqfGTLVtZvU=\\n=S6kP\\n-----END PGP SIGNATURE-----\\n   \n",
+       "378                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "379                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJbYDL9CRBK7hj4Ov3rIwAAdHIIAJ092/PxKEtB2CqxYWDY8xD2\\nTjGeAr3QA2omjFcZGGbrb4O2+28lyTOuK9vI8NUENS/EyXC3BUQNcHnwFnjEe22R\\nZgN9+YBNqwzVBFJTukkvREgBF6SvB0mzbyGZifllG+TtMMZn5o0BKJCq286AQqhk\\nFU0RE5ZIPKOX2W/nsR190Rkoh4UJxU7hXl2Uo4QTDlChl2QmZYYe3N6GK0WBAo79\\nojpiseA5C4vFx/D5bU79a8AtwnG3DBxz6oerl3RV15fyu4VGn+IQFWzKq1j0bLqV\\ncsviUzSEAI7JmGc1uEDN/ADWsw14TGPR7lXNkmdQ98awbKV9LdAuWYtMt7Avh2M=\\n=QZaB\\n-----END PGP SIGNATURE-----\\n   \n",
+       "380                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "381                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJbkQnWCRBK7hj4Ov3rIwAAdHIIAFZmEaaaznd7sleLbeilQcM1\\ntNFRO8OCwMhqZO5zyB267fKkrgQ7xRdDiuXmVZkldlwIFPzsNgv5bRTyhRtMTU1s\\nmszBedMTCuyhhqAkRaviVDFuUFeHNcC6OHsWh0zN7pVP0n8V0x6kOyk3OxLprLCR\\nEdFJ2KUS82NqXVD7NkcGL1getBripm0ckIL4Lo5IHZ+FG+1sODHUPRs6+pcFKgvp\\nWgUrwCgv+0pVHx1BvHzkTRbssdPaCdIBuZZPcHaxuv+9dxv49GU692hz8LsNoQs3\\nLs0xc+kbd4Hz27hyzFvHPNJPwMWuqmAzsVJLn7OlXukb5BZgPZ8KEYmRR2W+iCI=\\n=pLFI\\n-----END PGP SIGNATURE-----\\n   \n",
+       "382                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "383                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJbxv3ECRBK7hj4Ov3rIwAAdHIIAI5uY80KtYev1uzBugN0C9sI\\naFBa87ftDtXwznkX87aMRWwxQI66ye2n7UlFwQAMu8B3p5OBv4xN5Sd/Qnfacy3o\\ncd5VJvOEFX7nyu16rOiYZvV+JAlQtsJTaMViFF37lkQsxM2DOq3yxnswD/k/iQ1n\\nKNyeZ7IPgvAVWEOsdqaWpBnPHPTf+ES04I1QcxRA5Sraz0v58E4yytwD1FFzWwjx\\nKmrNAy6bOW+l7GQ7MiD3WAQ8G50u60tWDmIuqeEradv+61wiSiYqdx2rLNfemju8\\nBGcfkXFrg9zmRMbJgjpimwl4SJ+J/MFJbX2WfvjTDTVIyhMhPeIM5Je8B9RUkVo=\\n=kbt+\\n-----END PGP SIGNATURE-----\\n   \n",
+       "384                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJbxv4yCRBK7hj4Ov3rIwAAdHIIAJzIAQzmWnm5g+4o1v72ZlLx\\nQGCHoicJfj+Hsc6G1cuzeRxD4wtrX34wh32tXAYB2WrRyEzD5gMdTjSpoeoi2d+E\\nVW89Cemj5H0EC465QwFoeBsf1ixY9xsHHlIvAy/eocJqsdZjAT/T7Xsv+jYIgi8P\\nbr9XnRoP4bmpiF3nhnSzJsu7yD9d2ms4AS6mob8dkrWaD0X+4boNLsXvZx6f2c2+\\npNNYQUAS5nOjdqFiOxtzg6YOpmMJkTtPQ5l9WI15vfuc4Po/X28KMBEFcBuOYBuo\\nmXW/2ueMXiGgkDtXB8CcbZgk/N/O80yhDqeMXVqzWQFMqrxUbsQnmhtr2tksHP4=\\n=Yn7F\\n-----END PGP SIGNATURE-----\\n   \n",
+       "385                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "386                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJbyKJqCRBK7hj4Ov3rIwAAdHIIALHTO0SgzevZnDmoc5pNFUi8\\nYeZC0eI54BgU5jMk9ZULZ4BM4PEymQ2j8Vyj7aeNxtUfjWt3iMHHkiuUy5nSwh4d\\n1Stfeg2XytzvWxXcBTkOI9nY/fjCKqUiwboOkWmRkstsKwqJ5YEJGcou8WETtRlg\\nHSVqLLFu6N0nayev+hd1dw+WNCEecEGp8emo/wPyqMYhY9dT3O4tVenJP9Nz8kKm\\n78vMX029jC9bwzCI0+n2k6/M0BNVk7DpUe8zjI07jLRsBDcl+rfqTB1Hs5AHbGce\\nACzMD6bG6UCcYf4pXu1ALF2Yw84v95jNX8m55MI+T/cVS9zK7GOTglRH9vSJpg0=\\n=qJo+\\n-----END PGP SIGNATURE-----\\n   \n",
+       "387                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "388                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "389                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "390                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJb4XtWCRBK7hj4Ov3rIwAAdHIIAIAtGAcuec1vCDdevOMNDt6s\\nXzPba2+U+FDjYsZUsYKg6aBjOPt2AjCJKkJ3DWtGEjXk+au1nXiq82Q10DP6umQc\\n8jMWTOAMZkn0/RURSH3IWKw6BqYJYSFK0lSBEIymBiQqwG0qSDgi8vvcDF39Doak\\nE3PmrWFxOMIksbTZGEeswQuEFkYH/7K+wXD/eXMUbaHQi/+TPNytkboECU4zcUSB\\nYD4Kz55nrwdIQmPVf1//b/bs9q2doR3w4XsfHVjjo9UEfcAL96bVvlHkB0rhufni\\nWIQK2JdecA7Gk4f2Wt7R0T12PqYEKSDE2rtRihuQ0VUYlmRl83luceWldSyV11o=\\n=Nlwp\\n-----END PGP SIGNATURE-----\\n   \n",
+       "391                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "392                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "393                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcSFz8CRBK7hj4Ov3rIwAAdHIIAEfDChDTrA6LKpL3st39nyfh\\n5eRowJyRU8hVo/har8KmuCseInzog7xo5G3qOqPkc3L7fb5WNRKhtjaWfY7uKvB1\\n1BFutDSaP+cfEfEVHO1k16KUO4cmLVkvxL04awRuZ3++F1EUWrkBXJVDMKKpjfD1\\n6AuyCpCDQD9tVPMGBlKbSZ9e3Yu+nCsMQcTUdA34bKJioHYEeGetdzV8ZTa5nuF6\\nPzforNolj5RAO6ZOtEhtsPf4DMtF3CxtCB6oFAIStQJXNOcYuy93KXYHTI5uD2rI\\nxpzsRuNu1GyomMFPHKXISpn3BiZzGsSCKF6YCrM+dt8+ZoaMuIcYaGYiE2hnI4U=\\n=ZVBL\\n-----END PGP SIGNATURE-----\\n   \n",
+       "394                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcSF7eCRBK7hj4Ov3rIwAAdHIIAA1Hr3VaWhcRRBiLv0PGGUGc\\nWbuuWNj+j4XkGeY3adxVmGTVQK9FNGdmlBUEmsbJCGNjH5OLug7K+48QpUr/Zri7\\nA2EZF7sTmQvbkXQQjtJwq7ta+SHoYeluGrwPtaUs6A14e/z5Z042oG24P/6326sI\\nyJQAPZvWNstJC2DuRgkAk7/Bw32DCBLj5nFbTdr5aemHVtv983JzylKKmRm0qlEe\\nKsEuBK/Ny9PadvDFHjpx6nrDSNuZHWTNyy0vi8fDwuXEk7hogY4pNGg90qzDpIo0\\nkbfc4uNw1KAnLlQvNZi2UekUz5cI3FtPvLk+BFFQRSjL7cPLlfiCRde5OhyyHgQ=\\n=fzVD\\n-----END PGP SIGNATURE-----\\n   \n",
+       "395                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcSF8wCRBK7hj4Ov3rIwAAdHIIACUWWKfPJQVWnS3bQ9ROSkAo\\nwgkmWT6C2FORmnAEqtbxvSX4Wpu2uMQNyb7HujijoUT083oYbegsR/NHbGeBxqdP\\ndbKqbgox09qSe6A+WWml18IWxJCJhjqpPTl/WrjJYi1g/Q39TxPJdvFOTbfSIW3V\\nV0bxA6ZAEzGbNmEe1IcPmg9BmlQ53+n926V/KlTZbmfXCGYhEdhQYrxBtrc7F5OO\\n7dV0Mj6+EGQRah9Lrv0lr3J+2FXWCaMJY/1PEk9IYvvOZ2kc4DdvZys2ULJkRiac\\n9aasq0Pz63i1Z4bA0UtEUSUXj7m+byceTlVm64ijh9gX8un2XGnmS66rkRHv8i8=\\n=LwYh\\n-----END PGP SIGNATURE-----\\n   \n",
+       "396                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcSF+ECRBK7hj4Ov3rIwAAdHIIAAgkEGt672Ui0xACNY8dMF39\\nNuinUWqwp3xkMXNuaQqKobGKSucrDog/L7EJCrOwzYKdksSwAOonhJGmITbh2313\\n1pI0eEajq88XLpVNFBrrGWBPkDGU6lh37Uqv65JzTo7ZS1eKPaZ26dr9/ztdo8ps\\nvOu7EFZaFZMLI0iUhzXXRU4nA7P00hJ3cEopYs2Z5IUC5Lv3e2PTC8urUFzoF5ce\\n/eqp8VuskTnIUyJ4wHEOGyFvQcy47ooTWdLREnAVQMvltlgShfqmdukjhbyFGhF2\\nqmwjCG0rSWVirs1tQFalmLhfik3AjDsraJ540TFzhaD8c4pkZT9zg0AhS1MAESg=\\n=6GS7\\n-----END PGP SIGNATURE-----\\n   \n",
+       "397                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcSJmdCRBK7hj4Ov3rIwAAdHIIADxu0hBiNAxD27/1kzMRmJ6j\\nuxC7CkfLUFaEpbDE4PG7xw0jz6jYiGYolbH1WiXzDoop+1PJeqnRI9GSVF6uR2AO\\nKrVQsSy+rAc4mwaTG1X0QoH2fOH4tnSliZRPxWmjVWiKg6TiwiuOzqA8vez0zCjP\\ngtwjQgPKgfVRmRFIsu9HR6vq5pJTDmxNwP1dWvtRllXyXBtAFp9oOoZpbTf6e1XY\\nUQ3y/2+LPl7mi+jbeOdCkwdfWYDqcfkHGeGFPka43UvQ+P9aV48nw0AsXe0eQpxA\\nGXwdAtTCCyjRk7sxB00IdQOZ6NqTGwrSB3wUNuw4YWxHANqvVY+/MBCc1eQ46iI=\\n=1Fwz\\n-----END PGP SIGNATURE-----\\n   \n",
+       "398                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcSY+wCRBK7hj4Ov3rIwAAdHIIAET6Rj1P872YhDWZuR40rDau\\n3TPVKdlmh2vT33SXo/4LoEUyW/ScEyJ3nOcyzscB6bdgiQaB35dFgL9mMUbpBLY1\\nN71rpkroWVbwY6TnO3BroPQMFVt9sSi8BDsRoHNp806irsCn0qbc20Hcd4YZUJVr\\nxE9ZZwhWMVVCbFllXA8WZqWmPhAgZ9T+S0003XisTxQjUAsv2C66taSUNMbzNwfM\\nlPLG+qteVvAHTmRlRtNLFHS5ldDVwY01G562Yql1torKPYRZmDEzHfOFgUZbSyvV\\noo3p9X+0Q+revRu0h3ljN0Bd3/Yvii+msNqRO6C6dEQdgyXuUq6UPJx7J6SPMgw=\\n=rSPA\\n-----END PGP SIGNATURE-----\\n   \n",
+       "399                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcSY/BCRBK7hj4Ov3rIwAAdHIIAEp91W8xsed1QCZAUVtAQjrQ\\nbrDyo06lhQDan9HIKp1wudHZ32lGNzpHDjJ8/Cd5nx1Mh7Qhx68HDJeCRZ3OE4/J\\nrs+b2e4jUjn9WNr9SdMR09md1VJw+jOAZN0Lmd7lXCnqxUha/BCDkY3AckmmPLUD\\nqLxXBpufWW58k7hD5c5VXAtEGFmOY2DzbVQR/J/G/KldgBPPisXbuaV99BvMcgzU\\n5sb2HBNQIvCZZC9IAeF4aG3BI6GaQK/rTJStnW3yIAmZmMk0woPbKdjgGYJtTpRN\\nRp/xOmcpkgw8hRLKhCQHdtqv91TekFBlyuUNUryPhLmyhsEd27u4vlRihTVLcDE=\\n=zZ1J\\n-----END PGP SIGNATURE-----\\n   \n",
+       "400                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcSZ2ECRBK7hj4Ov3rIwAAdHIIAAr2On5PPUEoZUv6pyPobBvs\\nOx83Jyv+2MVzovilOvCPngOsemscg+hE18zV7sdR/JSXDWSgtFmgEzhMMZakwEjY\\nenXjOJXSwCrInyTZHuLdT8tR11N/5bMw4+YlUOPWOJ7pSwpb1QcRbYb6lGOycfNA\\nVrJvtM+2N/ErrChRTHNC4TVP06Ss9n1mw7HTLF7Z1RzjQ6f3f6lzLHGp1pESBwQo\\nFfOaLTkRetVLmLsKU+J9s+Uca+7wUMMFHv3t4A7p7bn8QkBKQ+ynFKfa49Kb46/a\\n4pw7MmOhSwAYgPx05p/ADnfX8RIXsv0VnV+lITHUvl1LvLcSMmz49zamDEqxJc0=\\n=DkyR\\n-----END PGP SIGNATURE-----\\n   \n",
+       "401                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcSZ27CRBK7hj4Ov3rIwAAdHIIAFpzfmLgU3Wjwxso06uFg1HV\\n46sCVc6vOksUqBTodVESF8uqbjEYthY04m2L2DN55YRiG1AEPVqAHa9GEXs0/ukS\\n9CbmRF/o0EEj7S3JZgnnvW2aM/5nVB6IIL2Z9n7rjXmNMMvLcz3IEbcnVLgdWBp4\\nhw1T0oeYoyxN58QDc6/7/qAwp+6pouEjSVphgoD6/0WWj7umMGh2FaIT65nK1Gbk\\nup8tw9AeWTu9jBfO5+pt1/8U6EdLOz0lTK8fVkeFzA7kt7nsu8Ap6bV9mpkJO7Ta\\n/03BLICdSQZassWkUxQyNnmkIqa8kSUeyNb6Q2mzPbj0RD3U5/GTb+JpyP9qKWo=\\n=o8k6\\n-----END PGP SIGNATURE-----\\n   \n",
+       "402                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "403                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "404                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcSa8+CRBK7hj4Ov3rIwAAdHIIAK8EQHMHF5+o1Fcq0oYjyvVI\\nq0pPKzj9BWZPeFvO4Z6bHMzHmGbEN3mQbhGFtbGma2Ddthc08YN32KGbvJGQztDw\\npAEESbWFh0/37wxvZ34tdzt/JOJOtU3cnAxvnq6kEkuFa2Xpcg12HSotOVuP/OsI\\nAJAj5jPxu5MJawjHNHhtCnP1ZayzeN0lMrlqZmtSLTnwsD4cCl19IBgO1NqBvFW0\\npPCntL1CVjA6L8XB4yIcQ/qiiAnVv2yNOdgdPMONIDM8bKIm0FkpnDrXnj4JYf1I\\nQ6RRAdmQENUN1L3sW/i657wcMWQ+CVrt0ZZ8toysayOdtx4Lxc+T9+pLl6Cu1M0=\\n=5vOe\\n-----END PGP SIGNATURE-----\\n   \n",
+       "405                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcTtFWCRBK7hj4Ov3rIwAAdHIIADZQ36fY8PnzSk9oNy6QhQ+S\\nMiJglA7I7PjIlEPUcUlwsk8SbFKNq/qfz7nuTqoqYtCvLIPJevlietRZW0zmUgHC\\nWGF2Gw/uOHJfiPXrMnr5QgmP4873jN8EwzKlkINS0vatZ0nbWi/3qUml8tg+vjxS\\nupZMm7JuAOMpmmf6YZXTF+URu7MZc9t3DS3kRkZ9QWR5XoxYi567gA6LD2fTP1w0\\nGq33VmPjW+dikXDg7hrdd5eKfBi3fDA+nambq8fIfe26Hbeb4Es7iU/a1/Q89gD9\\nxbt7ICjEDUGMk4xX9HPaDD/WLDdJGa10hJP88m4USqVcuEvQ2IZEkwvk7R4WlrI=\\n=IO1t\\n-----END PGP SIGNATURE-----\\n   \n",
+       "406                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "407                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcUIt7CRBK7hj4Ov3rIwAAdHIIAHV0K3Y5UaEKNFZzv47j5gTx\\nDXlfZxNE7IjpnL+qXXPwMKNOFR6aMWTZkih6N86D9B6L0aBynaJR9+D8BEIdUJDm\\nzzl446mUYDo2+10mfi0M3cDaKZvsF86XpvDVDJL+U2zChYxhu79YZXcgCJzTyG3H\\nn3bwx1ln0s8ILHcVPmSq7u1iCit4zfNqYRD4T6om69epxGIzJbvoZUw5rWkoLcP7\\nwPNq9vdmvhTyrevEQATzMqpQfQ1WT5bWOCQJB+5LrLazqAkzU+gGPm8VSDbzWPHn\\nesCAV34gGTe3n6Q+ibsheDPGibbbq1u4X1YIyJyu6WjKR7Z3AP25FcgkB3eaFs8=\\n=XBcM\\n-----END PGP SIGNATURE-----\\n   \n",
+       "408                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "409                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "410                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJctusfCRBK7hj4Ov3rIwAAdHIIAA8QbmdxF9ewH/ZYTpaw33jb\\nPAlbOWq2eGV0rr/JzM6tNK1dNT1Rhr8snLr5LTqd3OZQHL3b6CX7auTFdvlZWkch\\nWLpdEIwkshdru6pkFnKABYFb1h2pR/HKdSg4Z4h6+6uutbq3C4Bqh63frgXx0tTV\\n3wwBzPIWRDixvI4KQO3YN1VlgowJiUmd9tQawKOy5wsSECckiX11CluAuyX1zyeb\\nDSmX1e8Bnh1bCrFkq7BZE/jemgTOC9PYeaCC+0rH34MIOBh+A/5c9p5fd176GIU8\\nIDoBNau5fqOjzkrjvwUEurLTt9GaJcNs+k6YOWekCRokoxR8G3NNs1sHinMqVjw=\\n=C9qa\\n-----END PGP SIGNATURE-----\\n   \n",
+       "411                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "412                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "413                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "414                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "415                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "416                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJctu1GCRBK7hj4Ov3rIwAAdHIIAGYBNWQhSCE3ZtYD7cZ2ve+L\\nQFunnqQ2MTEvN8apmcEjCHiWR6kdJDi+WPHzmvp6ekIb8P7+r3FJfTpLNmwdjNCu\\nPio82hpJKQbkVPX+lkf9ziGFYArqSFsH9E4B3OSoZwrz9G5qI79WLrXPzRYLE+fD\\n6Td0hmuiFGEvozuDuxhyOZ7q6OCGauxe6wyFWWp6PxQJ+21bDLAu3Njur2e4rRYQ\\n+K4WL4KA8C9pCpEpgLSra79tvdBDr6/3wrUjqM4owadPwhaI7RcfIo4Qy4kWYx6T\\nRveNaG6WkEX5pXS8/nkkAaoLmJEiQzRkTvEOmMiJT2EqPIQ6G71BQlyxP4Mgztc=\\n=y6HX\\n-----END PGP SIGNATURE-----\\n   \n",
+       "417                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJctu2hCRBK7hj4Ov3rIwAAdHIIAILQljZebIO0GVwJ0B1cDqoi\\n3Q8SzPkX1TlRofY0pJ9aZG0SMYBzDb6f0RJZf7c7gaFUA32aiLZ4fjEH+jo5RGZS\\npmUuRFzN7xxCE6unP120OHWGquh9JOzqJgLDhWkVwvLBYndqOBZQ14SVZGAee/h9\\nOQJ+MdO472PzW6dM7CyEJlQ9+xBs6Vf4a/Y+iErJ0VJr4jGbyUfzhRnIypjpM1Sa\\nVmpE7wz200DKA0jQIj1YZPli0oEaOxFB6/7uzybkwQuG/1XSTx67OzLJM7Ej+iwV\\nncCeaRKdhAI3Txh5Ps59alUzj2vXFbIi4MVtKUG+iFICwqZI3mXy0+Q7K8i3q/A=\\n=LcOt\\n-----END PGP SIGNATURE-----\\n   \n",
+       "418                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "419                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJctvCeCRBK7hj4Ov3rIwAAdHIIALMjHlIy0BRqiPFvLN1BKmsg\\nBo9SeyQJlLXAjov+4L2AkL+lgSpA0yD+c88swyA4vZY7A/erfr44Mvqkr3e3XyD0\\n7rtiuXzhKBnsrXcxMLWTJPjJJ+4qqdaOmOvn1I9fpRPHMZghRE+MoEQXXn4e69EO\\n7QQlwdIf95PoGRzPJvaJj+YVuhM8Ggb7g8oy+ntR3sbCjc8R42P56O9IicI4lsFP\\nUvYWOArhR3l0BUfG41SJkaycHRn1M0bCRQwFQDlSujiejIHjFedcRSadudyyjpGV\\nl/stHRSkgKrpFsZeTSnEF47jUveSOVqIb3iIhGGiWT/xIIc7NL+qGLiylfVgrfY=\\n=3WRt\\n-----END PGP SIGNATURE-----\\n   \n",
+       "420                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJctvEFCRBK7hj4Ov3rIwAAdHIIAJKRvKzbJ6JjetVzTOp6TQ1K\\nsqVs615HJQChbepgGMIb/jLX11TJf3q/smqmmhSzBgaI+RDtN/dGGEQNi7OCP5+I\\nnvxCRtFJVXfBKF/5WCv7/p28CZa1lXDF61K3BgUEEERYCwVefYLH7ewwgFoUzT6r\\nOX6e7fw0YaJdyysRq8uTJ7tpSGi8PhajuzShG+lUeRfpwNOlhz6g2gNFbHO0er0f\\n/qpGoB05BoQlkohK0rzXPf66eLEnXCzNzlxLRR3wrGeQr+Hd+9wg3p+g7uQ7XB+R\\nGpuAgcduxtrUaIXh35DIwSw1MBVxo6xFPoYXThmvP7QWYpyNZfrVrJo2z5i3hOM=\\n=I0Ux\\n-----END PGP SIGNATURE-----\\n   \n",
+       "421                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "422                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcuDY9CRBK7hj4Ov3rIwAAdHIIABuI7hkaDDskDD69z6BeJiOv\\nOtSEb/kcZlmxu1RPjVHZ+pFgWivEJ8XpWOCPjcWM83t2F1cWm0lvJLt0KtSilYsY\\ncIR+dlFNZo4wBvKKSg6KN0lSWmQnuqyX18FQPzk/+WDqXjeJ0tXw8zRQhFOQ/d1i\\nOFlDJ1NafSMEI9ZXAGiitwWVOkkltE9M5BG6lO3yjSbiB+kRmcL28HmFLbrfbvda\\nzLvomI7mKUO+p0c2UrjYjiUDLZxWw8ch2XjsdjAxjW1qE9T0F2GNpSjeRaG3yvwX\\n4LYQJ29pCsqbvavEZOPGdl2Q1iv+fiwWV08W9Mg/KbN7M2Db0TBPNPMsOo6kFWg=\\n=FsUY\\n-----END PGP SIGNATURE-----\\n   \n",
+       "423                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "424                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcuD/bCRBK7hj4Ov3rIwAAdHIIAJQz1nnAtcF9Snsb2rjlG0tL\\njrcPqVDBlvfCVhHaZ4yaoSAX4qrObqRVavHmXbJTsmRGT6TKRQFCxw4Jq1sBHGBN\\nBeFi/nTNmQkCWMKrWCJxaWP3gzNfPv3oIhh7diOP5iRzB1BU55qzBp6+5sR6+JrH\\nMdtY2zYBeYoQuCfN1Q0dldC8omN9Zsa4CFBpGKDoMIG2yVz5v5gEXbSdfzi2DV/w\\nwioUYRbxSWVBP26iAjINQcVW8J9v7O72Arpp6lV7Od6cSLK5mi39l2NRZP8wslPh\\nE3QZvMzBOWFZBe5pglj6DKculWrkZmLxZcos5lQBSDxrVjCJCVHoS3qaxtPI/6I=\\n=SXzZ\\n-----END PGP SIGNATURE-----\\n   \n",
+       "425                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "426                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcvtviCRBK7hj4Ov3rIwAAdHIIAGZJ6KxojXdSLZ2rvPGcV+Pj\\nujUFSkYg1H5Q9yV6MaSJiet+2Dd/1OT+QRaLvmHSUaWQ8Ft8kUl1OizfweUL5By+\\nxnq9VaZbaGAwzspbA5OWqi8zlFD2nkAM8wCj9A3OUSbEypglmkpPEOMe5d82oLAa\\nLR8s6fZlTTYdH4GXIRod7U03GM/nizgT2kl/WB6kmM5d2L1EMJFYYpJBTC0iqa5e\\n9RucVv1RmmKPMK3+kkvFPCelcXN9L5HonQ6yFVY2gDxjWz8EqpQXnlK7nc7jlIfd\\ni6xDp4cwRcbY6TquI4e9wJyErz+dvIrdTgJa7WeXbBLxmuYTFhpmTFTGU0CDwHM=\\n=LGMa\\n-----END PGP SIGNATURE-----\\n   \n",
+       "427                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "428                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJc2WibCRBK7hj4Ov3rIwAAdHIIAGuq9OaM0Qt9IflIYnVufeES\\nh1Rty6GeSqaPWMctZUVDVBB5qDGa5sl7ZXN7h5hERfBi5UcRLL387hgdcv++FBu0\\nhsZuv0BuH+vtluV4+zmK7GS5DVW41scCtpPuMdeVidU6i08x+OGtoDtG33v5I+ET\\nca5QAIVjX0+TPOKDIJgNlUKTk/t9m6ZN4FO3aO7IdZRJmJerTRC7dTRVCy11OxqJ\\nKjOhVuMPDOfhiwU6Wt32HmRIr22ttAxJSQmPPCbmoNXmtVMM0nmbLS403/XWrDD7\\nqV1+1+vpEWzCzXdRgwisH+QsJAlOCkIKREW+kiSF+vSWvds5iBK4kVp6X6pgCcs=\\n=0mO1\\n-----END PGP SIGNATURE-----\\n   \n",
+       "429                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "430                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJc+S35CRBK7hj4Ov3rIwAAdHIIAHjy0vMwnydtEpmhFor7JJIS\\nKVDhRS/5GBHG8TE55LJ2lE7zxDvzrPjILWUq+y/ZpS9yK2VYHqxR5768RGu6LxSx\\nuzIV9fb6hU6Rn9pmACaMNkVIzVaRcM1u12Whk497M1PoppIE44TlsO9XzmTwKVDs\\nySzEKOoMzl2Be/mLJtmV1qBDlxt5+0CeT452A6G+Hxi4LnvkBaFZShSAwLBisJGQ\\nf/8pT26xFhY1m1oGs8eCIyC9/KHIA65QYkvhAXe5v/mopZdUCQxlH8Y6BipUWUZU\\n9n8eL9+PWMgD2va7tq4vfGo6I2EIgSZ8+5yMpuFdSYGa8Pun1QvxWDOgCOmeey4=\\n=Vsds\\n-----END PGP SIGNATURE-----\\n   \n",
+       "431                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "432                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJdHfvtCRBK7hj4Ov3rIwAAdHIIAHdFf/CH4rLFXq92/Pt2KE7m\\nALz6KGp+xOECJ5MptYXzb3N/7NnEMujeVqzun1/ZOp8P3lpbZ0gc/1mWjNecILBj\\nIfj9Kq66SkGfEaE9dgETOlsRpnEbbhlrFpghrO3iucocMBcvcp4+BP9IB44TI7mS\\nv8ehI2CasVcKW60iH39AWfPpmaQcUNk9HsoXLaiZvVVnyBmBmWTmrxAZDZfcxXAJ\\nQIfXb4IIDEJ+PLpyI01+fzm1EqGjSi8N9t5i/ntCMIUYnb30gMuq28D0vMN5y2m2\\nM/sIdU2s+KsffIgLpk1Yb0LZ1GHPGACiJKTHCypy741BfHhYgR1A9rTZazwC4Xo=\\n=N4y5\\n-----END PGP SIGNATURE-----\\n   \n",
+       "433                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJdHfwQCRBK7hj4Ov3rIwAAdHIIAISOZaaPuTqL7E09a02Ktlny\\nq3jtv8OKYNTbTYYTjM3uLxegF4/0Wq3bmmCD3E7K/q63Q4yHSUIEGVuuxQwLJa/o\\nFIHTHFXdy3kF5W3upHy2wkURAa6At2kgqzm7D6zoKVXJGAvSAZ+vYDRLT3oefS/L\\nDGsWMlsOPQ5tgcNAL0AVBERlkl3aBkx5d8ekMI87q8nyKFsZuxBpQBvxrSLXcl7C\\n+I6ouLhh8lFVkZbihUZYMl7qVCK7+DNYPFhfHxPPRTCEMaZzx13GXAnkgA+kFeRP\\nnLf5gF7VtS/hIeqeKjG9OXZ50ZmLalzrU68QgR7TZ83nlwvmA+qaU/JGjzLUi+A=\\n=g+xt\\n-----END PGP SIGNATURE-----\\n   \n",
+       "434                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "435                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJdIwkmCRBK7hj4Ov3rIwAAdHIIACWGi0n8o43NihelmM05+T2t\\ndB0lIBdDQbHc33+bXhlEzy00QI1T16MKIePb+FfNvkT3LtFzM5L4vC5YqfU/OMzv\\nUO4AqHwXU73D7Qa0Y626q9AEWvJwWZQ68YWz4efWw0f3LgbGO+IG66K1L3eSMhdY\\n94TQowCmDUXh4TKFbOl1tinoE18+r91fT89kthsoLhYu1Q+obn8j11hgMj/RHOE3\\nb2OpVycCAMyCBb0LGMz4WGW/ijDEdMX67enuVVmyPeLsrZabI/mupEWkh1QoCHxS\\ntaDBpH9S0NY20FuvQy6uxX4KZzOFMYzgtsyf/HUNLWmxQqEg4ZGH3O6QC67S1rA=\\n=1gVB\\n-----END PGP SIGNATURE-----\\n   \n",
+       "436                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "437                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJdNc5QCRBK7hj4Ov3rIwAAdHIIAC/ynGVGjwIB8JJkUxItbKyW\\nDE+dW6a/eM8CtQ4l6wiFgxwWqWuxWrdnwY3Jb6al9h0mUtkshmUqGivNRRibEH9B\\nTuG3PP/4uYSGoAdMJJoOxe72MjQCwyp4WFXlYGBIlU5INoyLDC13WfpFFzbVuR1t\\n1hbhlapjnW+gDadze/DTR2qYti/aq64+/QCM7EF8bpDgJqmh+khu8zORwF9doIiO\\nN/BkUfb7wVom9vYw8/LmNFcYu/KEaytRKKRulJR+jIsLER287A1yyERinYrH/Bna\\n/uVD4OXGPz4tLeikipTAy6ndB8tEH5wtvzifTS8qBWQhwbN2glVvJ3idzVxyFWw=\\n=GsHC\\n-----END PGP SIGNATURE-----\\n   \n",
+       "438                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "439                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "440                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "441                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "442                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "443                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "444                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "445                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "446                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "447                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "448                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJdl1egCRBK7hj4Ov3rIwAAdHIIAHM/EBXG0gNhqbBlD6OkzsL2\\nd6SgREcITNFuTVTEDX4e+v5HFyP5zWaY4kQqU7+EfSfJgHEKc8xdcCA7eiHVIfp+\\nrPdb0+dAmGMDipPiVdg8xbDFxXNM/jEzg709ZHTRvZelC1+vgwBJDTarvmHfCxre\\njq+Clwy/uLf7E2gvNoZu69WTuX73eXMysph6bKOv7AfvojU3I2rATG3e+bp40Px2\\nwUn8c5mrLKHl5zhcc0XBrnU1SFMIM7IfKoeUjC+Nur0yvB+opfC5fkftfbGfsEyb\\nJoyFPDgrco1I9l/PLojHyYl+WrH13Vj1JYV7Fg9YxwE78E3BhIYipUVTwiUnb2E=\\n=GLFo\\n-----END PGP SIGNATURE-----\\n   \n",
+       "449                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "450                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJdqEbaCRBK7hj4Ov3rIwAAdHIIABWYLXv7j2rSh0qzuLrvThIZ\\ne0kI6EWucaf4mBeeKGKmW0K+ui8Dk9QB8w0cwnE6BJjBdJXlTzZlHT96NM9o0t0E\\n0glkQSin3RxH/UByksLSZdSdCmgqyXMCuTwC+kOV4Ro6/z1pAAp0X0rNcpj176Uf\\n48oI2sQeb7rho0Td1Ypb5HCE8hLiqtGu/P0Mhi0J6JWH7qdmj0ST/cF7xzlwHZP8\\nv+Olk9CnYnwt/aUibjERF5oGLPK/cguaGCfHAU/ZU2Tf/CjrjEY0mgv9n4eQbzZD\\nPgvVjPEPT0mwXK8Wi+1a+T9feeHaIl3iBQfeXouOr3ueArM+rJh6LBaluj058oc=\\n=mBsb\\n-----END PGP SIGNATURE-----\\n   \n",
+       "451                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "452                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJdqIVFCRBK7hj4Ov3rIwAAdHIIABaguyvi/oR9a+y1UvrwNt09\\nuiiQfrpr3YMqISB82MhmUpmHV2nOSBbcdq4/2qudlE/Wg6Lxk4eYQcwLnw6WQAKv\\nUty5fYHBZ+e86kkG/h5FwreKB1zUewxUuiLeyoGBTl0Z7bquINWAvdmM06uDvyjL\\nYViNZQ78FzpicEWapqlE+NDF6vQHn55gCrYAnR5Pl0tdXO9TqEIwXLPCfx4Eu/tz\\neQuqYn1eKwygiU8ycTw5AyNMZgiWPum3gaAzd6oRXT3r+hKOWmGuVTamE4ldaHX3\\nrDQ9+MhU3qL7aEBdRDSJtg5QWE1gNJgLNIWzauG3OU3Hix7vekc2DM9qdl95oug=\\n=xxdT\\n-----END PGP SIGNATURE-----\\n   \n",
+       "453                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "454                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "455                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJdqZJCCRBK7hj4Ov3rIwAAdHIIAHinW0FjGKLkM8RE3NyJVnZH\\npXpjly1u4A0uA/J5rVKl8t/RSn14irnt7Z4JVnuSX6wXIDRiQTadiXc0v1fLYkfQ\\nbbDOFU8DYfAeXcVbZOyV4Z2q++kFa+Rj8k1qOcMjNJm45I1WvIpcPERsz2PKV5LV\\nL0B8qgOJwahlgtbulH1TGyG+rS7Z+Aw/+cVj4lAukUt/jslOH2feHxK3FJWH8nWr\\nsB+4/X6jqcwEWw6jCj2cKCIwWyItLjLod91dt+AEagg1fFN8oZfznq2JWJ47i7CK\\ni91UC7FL6cpyGiZDBzjSqQjoOnM/oAUht5QzFNBy4EVIZp70fA5nBjv1d2QCBeI=\\n=2f7v\\n-----END PGP SIGNATURE-----\\n   \n",
+       "456                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "457                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJduC+ZCRBK7hj4Ov3rIwAAdHIIAFLWbwPV4nBtMUECsPM7vblL\\nUNxNRX6glKyS4JlmZc6JBSh4EAkhuuE/iG0mNkmo7y74gCDJls+RCqf9j4m8F8fU\\nEffVip2tTk5aMVqjSN/oLo9QhNqY/lZNkF6xJa7xLxJ6io5SEq9xNz88P+U8W+ZN\\nTxi8flQQq3AFeEt58Lrhm+q9XzWB5jLPUq3V4xz0wUQqjc4Yp/b3zuGHmH7Isll3\\njkFP2gtG7i05r/bcIvvE+WvSaFiQCIFHia0D37FMYIMZC7d4zMC+8uvBn4Xi6dNR\\nfNSAaKazwvaiIQ43NIPau04JyY3tPX8MYdSNqLwDxh/7M6Leyr8vQSR6coJQ0t0=\\n=30p1\\n-----END PGP SIGNATURE-----\\n   \n",
+       "458                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "459                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJdwYhECRBK7hj4Ov3rIwAAdHIIAGm8GEf4SmegY7jco9gZEGf+\\nFN7HNndE6PVjKlby9KIXVsGKLmqCFVHtcuko2io2Mh7VKv3fF2GINsYGbhqHNQBR\\nAalFbT4khN1zhZKYodouapYwxDJYWfnxmNmMjsqWpgLXFtvdG9kWPQNvSjml9k57\\n/X35X0OZSd4TpiCmzxnnHu7oEHVK+XEdtaTk5SHteOJ63c761jEKt+lutuDHsUZQ\\nmAEVhiibo+ABvZ3X+7O/t1CFiEeu/UKF03xmy6uQWs8sDg9xJWzaMLVQvbt/XrUM\\nTF7+qy4T6CTd9Yz22uaSL008HwR3mkKdlxlHgCP3qh785VrYpnZgST2gRi1BHuk=\\n=+GSf\\n-----END PGP SIGNATURE-----\\n   \n",
+       "460                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "461                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "462                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "463                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJd0nfiCRBK7hj4Ov3rIwAAdHIIAD3G0DVgL6S7wNO3kIMBeCPr\\nR3kGy74f4aEDbBXv/usAI4pDg75bWImkDBIfQ9svqRsziZw80DAIPIxBPOXggMdw\\nexIdl92ZKmOBAK8eXn5bdjuLSHy28qQa5Gg0IRr5dkH6iQeqmJ5vDxhHYp20ZQi2\\nVaXsyQvan2uelVSqmK+yDrBDm90sxROwP8s9eABHDZribUHnFdZeDCXI9/nzdKGq\\n0KvREUKr7Cx1KiXFyD3bkvkHA2wfSn4puIpM6xMKj/zgN7fwB6/BnWwlCRKikiHm\\n3LUc1r+1m/r0hEHFfbdYLC7yRsJG/Xwpti6Pt6gQC2e7Au0BLVpB86JpH2egEH8=\\n=4qvW\\n-----END PGP SIGNATURE-----\\n   \n",
+       "464                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "465                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJeJbSmCRBK7hj4Ov3rIwAAdHIIAFnk4odaXB9nNthUr+FKxaKq\\n9jLZ7JIrzbX/qemRvpe+bWxYF8b+VJcZG7q6eCLYKV0QblWVurCJzspAljFeF8c6\\n4vMvVLkrwvp2JfhlKtToS8ikc+WHTEciT9oi4j89uPWSgkjyzKGu5u2sHtv5lPRa\\nI+sYHKvEtaA9HKvzBItlcfdMB+GclLvywQy1HRmXdqqtc9cD+3byUDWqOApp/PJ6\\nhMst3mLp21cjGxK1E/vv4XAxp3OsXhfm+X01vWdHY/hyaP8GkBEts43e6xo57gaQ\\nOD8KLws1uIlFw5cOwkH9/lv6KaA/HwhgGIAGfz0Rjs88y6ZYTcvu5JLiL43gYus=\\n=R1l0\\n-----END PGP SIGNATURE-----\\n   \n",
+       "466                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "467                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJeKCbKCRBK7hj4Ov3rIwAAdHIIAJp8XW5c3zazv0UkNDOlDDr/\\nskclXKLLe0nOGkT8SptDbh9bEq62A+JaxkswCgxlAEs/aqMGdZV6X/XIxKtCtCPR\\nPX8qvo7OPtvXv9Y9W47tlERd0d9wpX+4APIiCU4QScz39BJPuBJTCNIWSIRrGdkQ\\nkgoMl/xMVE9TgP7njsEGIh05TS6wgXhLEt4uoZ7DLnQHWSoBNrurlSdkrkF5dAc7\\nzywKxyP7D8DYKkfcbsIq2YYHZ/Ec1o1yJp3r/2v/x2zxt8QdVYlxxlowVZhiBXOz\\n/wXVEL+vgJyEFmFVIyknm/tO04rhegNVhqpPgkMz7MAoIu1km205IVhrrgQI+VQ=\\n=KMXC\\n-----END PGP SIGNATURE-----\\n   \n",
+       "468                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "469                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJeKCgLCRBK7hj4Ov3rIwAAdHIIAKe9Ak8vEPR+B681TBqzf1Pu\\nlwq/0qmarnbnqWs1xZKFuJtaAfzoBMAY8cnb2yqvNyIpqhfq3kHmqCxEQcXkHUl2\\nhrh732nnoxUow1ijgW/0LYD54dqasV+VFIC0oKEqWCVtTSZkW+Tg0QibkcbuHy7q\\nr4ti9uBubu0LeRkXmYXCpaOryUUWBWXEsKD+90i8UP/Vyn1YicEhQw42gTAF91VW\\nppmTJLPciNBwSC2C7oSir2vXMH3bXJhLCCW+bzC4KbZfMrbtXfRg9t629tPEbhTA\\neM+bqxzWu1LJT79eQWWoaxe0CFcuS2GS0fzkGPEITiqeLM4Pe73ozFa2e37SIMM=\\n=I2D+\\n-----END PGP SIGNATURE-----\\n   \n",
+       "470                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJeKClrCRBK7hj4Ov3rIwAAdHIIAFwyUD6b63JTWQ6arSrrXGxh\\nxXDYfZ5P/isILiYGAPfXZBeercBQOI8iln1N9v7wz7IF4PI50YQ1Fhbrq+WILfhh\\n9EfN56VkHjLMaT6buNHf/15fmq/yk0Cy0GHz6jIKpRS7vMZUZh2QfelP0YfWYg+2\\nlvTitdke3NlCyiJv+Xx68AufLn0NpBNj3+7qpOSTSUSo1c9wjsWbN+jRkENRTX6P\\nA0Qe2hgEPr23an5VtPSeeEGf+6At0b7IhSnhLrIYkxSyI+lxTvAM1HDPkzCg0UVo\\nyINAnu5/MZYupqagR2dwgNps2L8s/YZhjI9ToQtXNbweGJan9ohbLh8E0TWISzQ=\\n=cJvE\\n-----END PGP SIGNATURE-----\\n   \n",
+       "471                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJeKCnOCRBK7hj4Ov3rIwAAdHIIAByzPGiK515TuoOPHRl1o9NV\\nZYNBj/yMJfi5zEZ5Cm59q08QRqBjNlOm8e3s2HjaIH/yDWvkt01l65rpP5TlAdR+\\nPdJYgRrmZ4CX89C2IATbP0/t0YuaxL6VJYQVBfs87CkNYdxv6yl3JtcgEovX34tO\\n5NEYVaqXuhb8PmmAs9V30xbPQlvRzjO9IQ8zhuSBAx6bfLWpwDi7CP6a7J0L7Rez\\ndj2czr9cHbD8A+eBu5D6YBhFew3qfw+Let0XQ0ZxCBqSw/ZkupdPHOEf4lIVUx1r\\nBRFN7SNvG65J8ymnZyOlB4rXofCTbrE7szktZwIKmQ//mUTJMYT95mYvITaaCyU=\\n=2MRj\\n-----END PGP SIGNATURE-----\\n   \n",
+       "472                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJeKCvLCRBK7hj4Ov3rIwAAdHIIAFtqMCZca4MOCxtw5xOItx6E\\nv8eyMEhxST7aix6RtmUiMByiuxODFo16ZKCnEdccxzkhCOStRgIwN64f2In6mE5x\\ng2HEyut+OG9CYYeTr5lsxp5sYGZCRJP2aCvw4eqfWVimTJ8CgQX7OBfoJry12M4S\\nndtmr8saaZ4JOpJggufO+5cI2BFlkLo/LRPTW+uFZcdu9FUg7sdzKuRMZ0heA7mb\\ncrPRiQxtpZ6UQdxm3D5NpfHWCvfgF1jKQgalHTKATOxYiBleiz5CTEsSpWZhOJX4\\nzJIAbos03bgFVoR10fdYHBlphIqsNgzeANjl35dikK8pWJoYB9OSNYHp0IhUfhg=\\n=5R8T\\n-----END PGP SIGNATURE-----\\n   \n",
+       "473                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "474                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "475                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJeKDLRCRBK7hj4Ov3rIwAAdHIIAJpuX9+uaE69g2Sr68eyVGG+\\nYHhgsidpLAQLGN7fsB2J5Kw4kza4oS1zefRAUjWNbkDJWGfUaZ6lcSrAkv1EoBYH\\nYmlh0pmBkneTn5p7fWDFRSVaVb2yMrOjgGPejxIWzdxYiY/JAdJ6INegyojIoKTO\\nVAbuEkMOqGL5q25FYGDM1VROqHB22SLCeQQWyAIsQrqVPC87oWHTOaX+GcIoP/oL\\nqQL9I8Jh02fB+dyGLqRWC6sB40aZCoRi2QnFQBw+nbuLi1eBRGgldFghGeJoEBXt\\nuKWiinICubddIGRnC/gmgZwmEyTl2NoThDsiLVdgTiqFZOuze1DNWW54DjsrC3k=\\n=Guld\\n-----END PGP SIGNATURE-----\\n   \n",
+       "476                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "477                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "478                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJeKW+kCRBK7hj4Ov3rIwAAdHIIAGRAtweh15iZaVL519x3PvJv\\nFtiJNxuz/NOwHWFzycD5MdZyON9hBC7w0j0VsPgbDUpFWHmYhTvkDDrSYw29ngwX\\nJUl8nCvlBnXH+uNVGpZNho3tt0DnheBRl2HkHW54XYeGpHsdirMQVEE8ZUV04YCH\\nH1FpAtnQkVJiI1kEEaC4oHc/3IeK0Ai9HO82WNPAR+SKCqW28eye7bfvBDegoVE7\\nZEBmDY3d21/X8zUT2tdTqA3WvSOmGuSEx8fzmPCaqzZCfan5V+I05Rdv+Lsqtgo7\\nmQcDh5YzVdlL22TcenrN6SpSWTXc/yUUwaHQGcGFzt9S3bVpu9MBbj6SZQD2Jkk=\\n=kPaQ\\n-----END PGP SIGNATURE-----\\n   \n",
+       "479                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "480                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJeKXMeCRBK7hj4Ov3rIwAAdHIIAC2QBSHGGVrqd2mDsvi1YAQE\\nJXxJUdmDGsyM/xQoDVArGhAwV+3iKkQ9g8AetclVTx8P3sFjzVM96WbGeyA0tL3Y\\nBG5pjxM7AEEnjUHQ8dyO9Ti5+/b6fxbuTJNKuUshSqKsbf7GA5+tZE4XBb6EZLZs\\nC5+7gNSMrCU2SaXP6NoRUlnimXyCONVQ589kh8T1iik8p0MyuPYmUv/Rd7OgrMc4\\nO0oWi6SMtWsJZdBxbCZKUp2rhGksJbb1y3fYdUpYMa+TeAhEIOpJaFcCqiDmG5li\\nLettID8a5UxOO/WnO7lio++4S5GlRvDhG1nAPZOCy54/8kKkiPzBADqkZ8iOH9M=\\n=Ag9l\\n-----END PGP SIGNATURE-----\\n   \n",
+       "481                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "482                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "483                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJeN/v1CRBK7hj4Ov3rIwAAdHIIAG7XLXok9/NzSAc9NszjlOnv\\n/ZyUTBX7qdxy6kISBpRx7Jcm9zqMDcZuEPwi6T356R/V1qXp1/lJAe/HG7JH00a9\\nPfJ1X+wvX1ROi+6rUoowlwN3mIExcY4J63FkooMGuViDGGeYvXQYyPOyf1/xfmp1\\nXYzo26CFLyOILmumDTimJSq+Cenr5Z6aGirdENVVcafgTtPfkYm7hARcdtuH3ak4\\nZhvhv6oGX6g+XJz6WkUOXU5+Oy4bqrTG4xVR6OsI6VAnXwelWac6AyescXNvWlMV\\nUMcPCNDpAbu7knko9c/WXYz/ehnF1uAw42zSDwPnmoxS5htaXsiqogZEHUnerKo=\\n=/9Af\\n-----END PGP SIGNATURE-----\\n   \n",
+       "484                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "485                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "486                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "487                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "488                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "489                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "490                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "491                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJeoBcmCRBK7hj4Ov3rIwAAdHIIAD8pdCYAHPGF297/2fZ6Pt53\\nWVFhxZi6bC2Pwn4ZMFDTpxhALKNW7TbXoUPhMyqH6zD5awCYnYZl5p7zb+H6X9PV\\nFy4VvIlq8IJ138KY++fKNmzdzUEjI/zBsStPxwTdS7uWiyRsIamdQXAwCfC/Wqol\\nHjRCqQenaR7SBrdd2TxbGx7IR7XMUxpQ7ruZ5tt/GkV78vPDwKgetKtIubSZcIzD\\n0xVXzVxSaOkU8iH+cxiOMqPsqsTVS0rR9sRErJ5JWoOFfnk/SyXzO5pS5lX7ba2t\\nxi8OXaFzjCeKWCtGBUVvVPMw1J65+agmS867nnaMuPTlyAIOjrRUs+YIn8l4RS4=\\n=nHk3\\n-----END PGP SIGNATURE-----\\n   \n",
+       "492                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "493                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "494                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJeoCxvCRBK7hj4Ov3rIwAAdHIIADkVxag0J/Na/MbQPyZNCAXg\\nEGGARuVwbXLkrmAu+Bcb6XHBMM8uB7BKjUM5ptNvRgna2HDBtT+EcGppbhnfa+fW\\nTrWjtVCxaewjRyAIlCrh/5iX/lgMwTqlxGNmfdwekhncVobRda1CuZZJROwRC6j8\\nkq2qhrlJgk9LnrAsJcA9guEAhE8AF3d05L+YHtEUsdA4+Co7G3wAU+5e0Kpwsl9+\\nzhvMpU/xhq5j+7EgG/89BGegtF2uNRNJINm/1PMaalq3wxkmj/+Sg53W9n3s2lXW\\n/5N7iW93VgECw5vLgs+W1/IbYLXXsorj7pvPqnETLtsmiAWTWB/sgz7HiWdi4Zw=\\n=lBBQ\\n-----END PGP SIGNATURE-----\\n   \n",
+       "495                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "496                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJeqsJRCRBK7hj4Ov3rIwAAdHIIAAW+xHr95FEW2dr3GwfZXeoD\\n8I8O/D14odUi3FnaRZwxl+/D6L7Lc/v4VN2OXIyazzKJ8dLy15EpF4LgWJqchYtc\\nlBvsVXlo+VDkJ3yZ0AMhovptTNWsza1X0a72bWzNlzGjxkm85ZjdD2TlXO4RO3V/\\nF8tImFS5hCe4MerrofUCoa0Ddyr92NYJ74OjY1hqHhVRVbYYNzn79FLb481mJEY4\\nG4MuZclifPrrhVJsRApsqCPGfhw3zg14lvex/phO14FR+CECcDXXPLdJgbYC/DPT\\nngRl2eMWMZp2LKc6rex3Y9ugya272XzKNePab4+hCMKGKPlvyhAECGKQ4wcUjfo=\\n=EpNL\\n-----END PGP SIGNATURE-----\\n   \n",
+       "497                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "498                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJe1NZFCRBK7hj4Ov3rIwAAdHIIAIcqSn+8zG1ueS4FOabuVrma\\nuKApIsU0Z9lD9zD4JGpNjfg5QRedOflkhx93v3VUSigxcBs0/Y47310a5469jNLA\\nH/TsF7/qXIxuNHFLedxcx9SspS6Tr5k3GVUBl0ANLLUfH/0bGTi52bPT6NY4O8Rq\\n8kiVwzbe5zLpYXm/235AlG27i04DVF/7s/kwekZ3ZET1fu1bAY1KGOqQ8XLW7aYL\\nSW9pPym3h2/5ilM+PASgpNtzRV4SIPqS+6YNob2B8bHr0cnAZnpPKv7x/jOGo1TN\\nLomQZ1TMvH2BRcHrxYKNMRuCc7c+dRBd7l+KmxQEyyKJc2a59O9sWi8ql4P8ZZc=\\n=2SQ2\\n-----END PGP SIGNATURE-----\\n   \n",
+       "499                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "500                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJfDHT6CRBK7hj4Ov3rIwAAdHIIAEkT8FMjwuYQR3JpCoAOYFGP\\nVHCcUP4ZmGa1ce5vi9wzzlPwFnRc2e1OnIbZ9f4aN2z1QUfG/nKEGhml+U0diLQZ\\nNfx+Y7n+VWoNC3Mg+a1F2F2rRZf5dthFqZDt4o8F18uR5Jnn6g7VI7SeLxLh+LU5\\nyp7gjCa8F99kThtcuZVXbAgaxVwjKXwciUfMiAWC6XJJGKN2AyoaxNUJjC+oWNHe\\nGykxmgMZZCOQr2cLC18WyRcdwzSpNvzf6oZyHpndnve9y4P5gG0RlawhstwPkVNn\\n6eVs1GZhjclce/km2wZ6Jm2kmUmLPgh4QhaW2oMbRPIVjs71rCcQNsNb80I9f8M=\\n=hT4t\\n-----END PGP SIGNATURE-----\\n   \n",
+       "501                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "502                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJfDa0TCRBK7hj4Ov3rIwAAdHIIAGMwFsBVl7tzxj79uLqxLnz/\\n7Oyd1kJTXYn8saS+Or9k6Kqad9n3aT1lQm0NfyR79EKS6ro3wuZnHNwBYYsdjiXo\\nlcV5QQc3rB023xpllScfLNTUya13JN3ZJlEeaGSibxOfxlAISB2bFSSySj1JXFDa\\nLqgOuyxjNNbGk+Cgw+YlUGoMPFUfNB5KC0wmifEL2Oet8mmsx7nY51WqJgamwctO\\nIfCvnGosPyOsLDNfjqWZ0Bs2D6ybf9DnEsxGDyTdaGmkQ4psrOb8Bl4BQchhkP5M\\nlGTioXaV2Fe9WKY+jb/FDsxde6vOtCNa9wuzxDcVh4gMtt4nWbdZ4hcCe6RweII=\\n=6MEl\\n-----END PGP SIGNATURE-----\\n   \n",
+       "503                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "504                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJfDcxrCRBK7hj4Ov3rIwAAdHIIAEl/94jW8yb+af15maiKmlnb\\nARAD929OUoAW04rUhoY2aNU/Gh3omZ8JMK04LGJSVi5StEDeyWmhIEHNscbUgo1g\\nuFH8ssWQLqrH1wUljgklqt28Ne2g8xc7heCDHLAaUmYeDM5cPcoMcbKyGwcHvWoa\\nD3wv7PGjJSWJqdEIk5OdOQM+jjSP1GSME26tNkjR73Tux1zRz9/9iQGpxOP6RlPz\\nM/eN8VyanYsbN4VM25TFLaipx3cbY9Hp3c/aa4dz710/cIqigGPQfEqCW2KBWMxB\\nurpSmGTeGPf+Wudw/LAHUXCU5WrG16WqLMDOqR0E688iEC1+Sbf63DZl7TydZLQ=\\n=nCUj\\n-----END PGP SIGNATURE-----\\n   \n",
+       "505                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "506                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJfEWjPCRBK7hj4Ov3rIwAAdHIIABc5v/3W2/M8kt5uIJ/yi3jh\\nVikL/Q2U1HjxFN750iY33dmhOT9QJj01I50LcaoxzZeWYpHQHEpUIHJzk4CfHvmM\\n1EmnGuJEMkiJBQt12ceIqnll8Idp77BNjmuNIhrd7nPnINucLDiMEwpbrxN/ASjz\\nwFz/hPmHfAuF44mTXkKPa3FwEnQFFw9GDLsOVsLkkuC2+WgD0NW1Fj9NvTCf/n+i\\nJRp0yA6VB8k9ITx2Tuvl7h8bZgYEO+9ZhBWMKf1uHGxKod+5sHC1VDvLCwFwIHXm\\nfkjNtGoFqGklYKEuN2Y1TBC+qB1DhQKIYHxCpz+5Iqo+z+tNEO+5wzmXM59xxrY=\\n=i8eg\\n-----END PGP SIGNATURE-----\\n   \n",
+       "507                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "508                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJfIpPgCRBK7hj4Ov3rIwAAdHIIAF0zPxvQwVroOKtc9B0bpnNp\\nxv0OISaNs/tx5DiY8M+LhM4l9ht0uKL47gOXbNhQWDju9B3VKqirZ1UQ1/8VTCE/\\n7t1uQBtadtqm51b86a5HoUQFLX9DLsLmCwKGkmglwtx3teXP2GSn51MulezR3gFM\\nLLpd303TxppVKePxIZvZjIAiPcA51XMQvzX5CAHX0U0H82KitKJXAqnxtSLmtK+a\\nEZtXoiJuibWpB2axHkqDrhbtwcpT0wR7HJPMGDzNGPZGbaPjhZls5O6G3agO8g1q\\nCLuK0LziYPL1zm9hYBbQqvg9EFmk6g+fAAoK+HnoiPZuv56METMmJjth/gELFy8=\\n=vh8q\\n-----END PGP SIGNATURE-----\\n   \n",
+       "509                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJfVhoSCRBK7hj4Ov3rIwAAdHIIAAaYAnQzoTpk00CT9O3jAX7o\\n7SH3ZYmO1EmAP7AEdjuazCBtohe/BwegQiwdCoHR663xLAL3kBWq0n3lfaRD9Z/A\\nZHXwi3ZjbgMR3Y9wInVEG5/zdbSJLT4qmzqa90cGsXUMFuiIm6PrQGF+w1xEX0Dk\\nGtgZwjjYFLdrdQNdLSt1Nkyt9o6au9Hex7FtGx17zqGLKqVh+6dWoF8CL1Ne9Qyr\\nN49vESr+DvawF6JWQvQCIV3edTDRp4JMQOrpOg6rDNz2tBNKA8JViet9EkjkajjR\\nmb181vlLFV4cngYO7LXhcs42ntSJifpwPclseWnAX5cb0EMD+mtwarZxePtkCiA=\\n=1AUw\\n-----END PGP SIGNATURE-----\\n   \n",
+       "510                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJfVhrJCRBK7hj4Ov3rIwAAdHIIAGFuH5fh+HM2BPcTJ0YAboUR\\nZOTkRnscaeGNZvwDmYE6lIDUMCvBWe82j3fvg8OHfdtAODsoOuaB2JK5Tv5kNWxD\\nRjsyoKITmRItXIyl+f2Tmk3Cn8RP8x0c+coTQylyUew2YXPDXWNxQdW1enH6zoTG\\nKHKzg23Huyvc/t9+E527ENSKjl/Gy3OUsp7YmXWwSvRYM+l21tY099/dUnGrn6D6\\nLDPdkYFb6vW28qskNUBzjWeFSf89P7LnR2x+0Fag5VPWva/K9sSaV+EmteDm/OW4\\nKZxnfnUOdDPvY85D8T/+/SoDSP/06Z2XdwZvmA2JC8jTaNv10ETi9L9JbV3p0tg=\\n=egry\\n-----END PGP SIGNATURE-----\\n   \n",
+       "511                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "512                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJfVjPzCRBK7hj4Ov3rIwAAdHIIAGX/s4fj+s6LY9IZSiJgcHau\\nyiR40hM6YG85mnQTeHJ0hxfXoSnxK9wCSXjlypH+C9tsyhdp8a932xazgbmGNPpt\\njlGfrBjtE8MdEBhCA9FPc/xiVWnpYtC4CWAPaxASBKdyw4lnXdAacyHFmsgoMVSP\\nY6hYzGVclmghdBs/Xmx/Bhv2cPBDEjD7tuwM60YLc9tRcB/z2cXTNNa1eVtHEiKG\\ndT+3q+lSrc+Fz8fDGWn7pntG3BQro5dOewXNxdYAdGjyjYe+ijaVFl+SMiLXRljM\\nVbl2mSGaFGqLhaEqpBJweGyvJUsjHbK55Upb+06SaCgqBc54tqT0DOjTlrZu2Oo=\\n=tkOk\\n-----END PGP SIGNATURE-----\\n   \n",
+       "513                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "514                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "515                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "516                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJfVjg4CRBK7hj4Ov3rIwAAdHIIAF4JEUkwZ5teE8UEQK+zw3Nl\\njlNOF4k5WkBKWdL2FoDaiH3z1kgke2/rYTNY2BksBImCTwzE/0MNE3FXp8oz1Vt7\\nsizW6mYVRWWw76O7CTYJdafIVF8o4RaAtVL+Qhr3Tb0JmAiCXssUcgpWflZUuVJU\\n22HbciJsKYIpFzFt8MSntI2JJ5ZRgYLqLs7NDKZNXtwaNZo4rvlEzQ8gU2avCDvb\\nGdxXqE86EQaU1DGgrQ/973ofJp5jVz7QR4EQrKuwdL0gM0qnfy+MQrzkTloGHvny\\n+/waXm0nRb9r6JZ63B3u/dGCT0H4we/LJzLQtyeFSwurLjHpOrfQZMngl+MeN2M=\\n=ZS3L\\n-----END PGP SIGNATURE-----\\n   \n",
+       "517                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "518                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "519                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "520                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJfW4pkCRBK7hj4Ov3rIwAAdHIIAEI5ODnt9MJOHCICgY/09J0C\\nHli2TYAo3Lgp/hi3RhJ466PmW7UMAXzk8gQVsSeX1WIIdK24M6l9L10Uu5ChA9FE\\nt/NXL23F/tEPdvk33qM8OmalFOTCxi/cD9pI2CH1lYqaBYZN7bqsn7oEL38mtQBi\\nZ1TAuQC2wzmmv5J80qHUfCDq+GG0w07mrlj+mdhKo/Tr13hEmzazCEslmwW2GgDC\\nXODFynU8peoDvBGHE0uCPk0Sx0UhxAd7ydl2btOgm9wZT+lSWW/ViZ6Tba4GRp7A\\nE4Wo4xp+CIvULoA6YiWuwxZf6chK4KkCms04mItGNWUvcz+k6ijOPbvSnW0OvqY=\\n=oyl3\\n-----END PGP SIGNATURE-----\\n   \n",
+       "521                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "522                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJfiGApCRBK7hj4Ov3rIwAAdHIIABXB91z6dT46MfDyo2vme6iJ\\ng0xb2TvzYViqK6TY9Uod2zjzwCp5NSPVRucS0a9NQutYtjRNy2t1Ff33tMMck7UI\\nvIs3Na0pTnTtc4dFgavMZ2wayd5pzbc3NUjHgDoz5ODXWIRu+fQjGdTduEb3UQLo\\njJR6fcaYw7i8ovpVBvd1BGpy2NqngV/9k0a+6Jol+QhM90Z1nF1fInJ7e5dXO/lY\\nPPfKbrcTJ+BHsQ8uLahA8ET3E8mfQsDs73N066oVazr17GzDkNBirfoh77ayKbMk\\neGt8/ODR5maMGhLo/X98JKFOf3PnbsLaZxSjJ5dzFd7GyEwEnrTRbL0DbqZ+Vf0=\\n=t2eM\\n-----END PGP SIGNATURE-----\\n   \n",
+       "523                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "524                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJfiTwSCRBK7hj4Ov3rIwAAdHIIAJV+17eAxvT4WcinrWeYPyWe\\nffQGD14twm8N0ZH6rosY9drMw12Evt8Vjp6nOqQGBIKxCzp7ZOxtfElurxXN6irr\\n48/RbmF1TLRVRPDRrNau4zwABNpf122ye4M8Hs24jY2dOPUiVdoBCi61nnChYB1O\\nMn8eFHPMWToNuoXnFfv6iATQMJqVuGFDDzRlNwdEPQ5ZOIp4m0OXANF5G+kAEvV6\\nn3p12ByU2nCo6biOgWj7pMF//GOu/orwmedfhAvY3UxNT4X65hbHPLcksnhTSn6f\\nRzxo/P/MCXRVOuWnQawTQ4JJIuD1MUFMIQSK1SUtU4rluN+DrK/ZSZ3ec9VnyM0=\\n=AWpy\\n-----END PGP SIGNATURE-----\\n   \n",
+       "525                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "526                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJfkvJ7CRBK7hj4Ov3rIwAAdHIIAHnfFriXEnAkHhGztEmG1vGl\\njLY2H6EaygBa3p6HqFdouyKiu6q7Y2lCx0LP826UpsYJ562gwi4BnjWzSxPpT+oM\\ntiGyZLJySKnr/+hojvWWkQ4BNEU/XWfedAUAV1N+HDzEqkDXVKfFKi8xY+COp78m\\n5xgY/Ct9nHQFEewQJHrGDyNMBSnjxNQ1P+xdsf3ZJ14TeEmTF6LrfGydrmzYynkn\\ndt0AMa6PQ2/Y1U3XFT/g+JVrvQgr1QUjIqfwpCADNBeHANEUGjU5bGGBqop9oYNk\\n+sty/5fStcLxrA3Vp+mzUYk0uBqEeHpXluA3dmEELKkUsmwBkI4aNkWLdK1PWXI=\\n=M4JD\\n-----END PGP SIGNATURE-----\\n   \n",
+       "527                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "528                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJfqWKSCRBK7hj4Ov3rIwAAdHIIAGGq3N1YxOA11iTSewEr/iEa\\nrm4tPi9SLpRVW+RVncPPAZcZgeguVyhhYN2rm8gROo+RIC/IoWhxiz2lArUnDQEL\\na1tWRNnqxUkm8T4oBA1XnTmmzzJ/QJuxCDn+S4u0S2xS0Z2NKHTYzdc97iVHjqhV\\nbvpOKNlZ1jIdrV8g2x0zBzR5y9FSHeWF38+nVimX/a5lTonT04aIkbznSMvFjvIV\\nE+JpC9GiELH1cjG4oYGTKrSf59d+tAM9T8q6piPh2EGK7W3MIIQwWL48lQPNS7j1\\nTjGxumIS4imnZ06mfQK0VbgqFZDSwmifOkmYowAOf479cKSpv+/PpT4zNNrG6rQ=\\n=zJhr\\n-----END PGP SIGNATURE-----\\n   \n",
+       "529                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "530                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJfqWPxCRBK7hj4Ov3rIwAAdHIIAGvxKt3uU+2ff9MyNlPglZ5j\\ndciN0MoxMNNvXBJzoulvnaWb0p9JU2ZvZcckalWnXTwQfNFlchZhGYAcnITV0ci3\\n+3DXYpJnntMo1OUxwUoBCMGxlP7mdTcwv4Gbox1jeGRJiTqwYNCHaLRGxyLnSMC2\\npKXOgwIOBDSQ+RqGoUAkS1U71qfc/M1jxwyEg26LKH9eal6S9htYW30OGf2f9siu\\nCXzpoVLm5KdNlEkf28AKTfpMElLXAr7RbnzXlgTdMgehMjnSEx4yleF5oXnc8SHL\\ntl2n8tTYaDqP0s+YUvaERxRZpjxJWZkyYE7Me8MlbNU/9qmJpHPBCf60Yj5nQNE=\\n=ZpA/\\n-----END PGP SIGNATURE-----\\n   \n",
+       "531                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "532                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "533                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "534                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJf0K4TCRBK7hj4Ov3rIwAAdHIIADA8xwPTFIT5RJOg1uY/HWQT\\n7R3bPGwTC+iaAFN8InyKfmX9egZldhQ7w0bkfDTWV1FgMicSLvSrpHiHK2wvHc01\\nxVGgRe9xA3Qa3A+ASsODq8OYYFgkjOubJtENyhcqTQMeMrcA9RDAYzaCod/Hp/hW\\nc2btzBVK/4g6c4X56gal51eizB2eo3q6laHhDiJariPSvwMkpUv/XnB0IWUyfYwI\\nWAhIkhKjgKd+cCheZtLnTnW7rxfWHR2Y4snr7Van32t5irm6L12MsYHlnsWWA9Tx\\nJa69xezLf8VfTyZR0m7Y5VTjLxERgbZ5DOGigVvhdN2xIRMiwcmhRd3vI7H+MgE=\\n=zWBy\\n-----END PGP SIGNATURE-----\\n   \n",
+       "535                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "536                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJf2eyKCRBK7hj4Ov3rIwAAdHIIABjNVJBDsZDxVVRuTZHoCK12\\nDrswGMvDswiqI4/BTXH3m0S+RNuIniJxbAS59j0M3hN1qJuy7rY2WP4FBGAkJwUZ\\nFykN0PXKYvD9a3J4woZQMd1RQR8aQDAXgdZCDIVtddyB15yCxx/plxFKAOZLNCD1\\n7iJqcuyWDzLSa30yTZ/5xNxvJEZcP7McvLwOSsYA5yODj+B34QT/ETjO/p/VX0SG\\nH6t6o9LOJgYvRzrI0Y4ERZotyok3YzgTp1I9tzWMV+hWbRAZduSCA9Nzy8GWAO1i\\npXkcsE6jpViLHpxh1yRbaBFvOr/MKMdoX2/1B03kJQ8BOMBbLIz3egTF1lJDFDU=\\n=gzVA\\n-----END PGP SIGNATURE-----\\n   \n",
+       "537                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "538                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "539                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "540                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJf2fICCRBK7hj4Ov3rIwAAdHIIAEkNm8Ec4fZPGkVdyuKcHVpV\\nPoiLt/EedHsDUYUKqReSmgYeQ4wwSkErG1Tld22R88JONN6an0WxW61qMKRj4hOh\\nYm5vPxFT0nyW4I1urTltKcto6rngmfckU7pYJ0ZpJm+wR7Rvr99jKZgN+GpicSeK\\nA/F3ZedOjxNoqRbT0vxnk8pXzAvP3IqL0EltX9vkg74sOjRvswy6iaNzFdB3QVSX\\n4peA8u50LqWxAurrHGe8ibyM3SRwqtjzIWSihK2PilpFIown9V0mOJybxl4DDgdr\\njDApOv2c8ykpgFS61oRELmUTdSHvhg+13WGPBKPtJKtn8zwy5RDoLgxsM7GVqTo=\\n=Nh4F\\n-----END PGP SIGNATURE-----\\n   \n",
+       "541                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "542                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJgBaMBCRBK7hj4Ov3rIwAAdHIIAKIiAf7XvwQU18ZBn1LJpEjw\\nxECFd0XmaIbpi3uTj5lCNTe9f8lcgBr13YzoFgpeRevmkyGqEOZZHo3qEgp/oxmr\\ntX9NFgr7VNhKpBcnZ1DopxjsCkMlEk+B/chL51VjfyWUSd9BXEf4UhcVcix+e2BD\\niGEEsM3krzE/3zy3toZ4j3dnr9v/Tk04cZicnMj1TLNJ09ZbZIbvmqbgf22FVyha\\n3YLyFiXpi7SR4QQXBS7l8f5OneQxNpOb5vlhL+M7694K26770H2WrZQ7F/khyQu4\\nZ1bRRIPAaaQfJEm0ofeW3JGuhDA704KmGhA6fp0gGpgkOA2ZTpx8h1/xwFFwItY=\\n=VJ2R\\n-----END PGP SIGNATURE-----\\n   \n",
+       "543                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "544                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJgBbfcCRBK7hj4Ov3rIwAAdHIIAIzYXfpuxkl18y1u8EpOMGL2\\n90Fh77Si6PTKZUMfivtmU0+ekCq3EABgzVeOqkyHgd9M0Fb5f3G4RQEUNueG58Lj\\nmfUDCA8N4qhxL0/pBZkrgNZ7vzEEKDzQKw4xzE71Gw658HyxLPaB0TyYQOde/tWE\\nzYK+uKeXCRg5x8AukSmqUdmWYYaOlItxaJ+FrL54/bN6kAC6kzYy3uZG7SAV1OOJ\\nu6pu/xa3lpBnSXF3QKqhN0yBtfodl4wcwlOzfDl2QsgT59NH6tS55x8FBjiMuYcu\\nSna4XLeDL/VJ5+VuvcekuArhi0wnjGN21ijXAfJykdutT7cayuMbq4owxNYBI2Q=\\n=s7R7\\n-----END PGP SIGNATURE-----\\n   \n",
+       "545                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "546                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJgBsjiCRBK7hj4Ov3rIwAAdHIIAA6In5EeAoytTlqGGOy2zyad\\n85wpRBFOWfhGRTC1cLtTOhenAYbYHKhFUB8lk1zCpua5/IxnrFCdmD/SN8JN/6jJ\\n4TwR0Ee/6cSZMqlWCtUSnR+2JKz5WH3TwtGDKW8b8ISiWcG2g8O4R+IHCgp702Af\\njYe5Bgo4uPQG1+3UrQxP8kC6rYZRAgkcFc7TFH6F8A9JjYz67NSeTT7aOuP9MffZ\\nY414868NZYeaH81RECcl68NNMN+ZquIr3x2oyYSyRfraLan45zX+iWLSlJUVgrUq\\nQ8Tus1sZKpOM5TtFNTgeeyEti7EA0whKLxvd7Q26+8cPrRskYgii1hCgBOGyyaE=\\n=1PXb\\n-----END PGP SIGNATURE-----\\n   \n",
+       "547                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "548                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJgBw+VCRBK7hj4Ov3rIwAAdHIIAFsJuIyXxXiuGJO8M5sb2oRu\\n8ssaGAB1a6/7sVF3n5DPQAtuie3hfr5XZGzoIdKHUHaL2+LTmKxlxxTNwtB96Iw3\\n82re93oIr+PpDF9mwMmK0b+xVV6KxWR0QhmSHbmesiD5tJTxwV1Bj9POwyU6Mp70\\nWtVZ1YDhdDitgB5JBqskdQuaFTzUiHVZJ7IfTzwYngV7wY6DlAUyMIC1ahqH1vLJ\\nJrVMbrdh0OZVoG/yujDZtjG9aDuwZbD+1n7oxrD+TIdEXmj2NckF/6UiW+RKpnD2\\n11PezQdDFQvEaP5jR9h4qpLh+DEQFQkG80sW92lxKGpiym9Iaa137UIE9jMF/TM=\\n=Hb6l\\n-----END PGP SIGNATURE-----\\n   \n",
+       "549                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "550                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "551                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJgGtGKCRBK7hj4Ov3rIwAAdHIIAAxrFBGKAdQhyHMEqO5eU8SD\\nZqI7Kd5TFbWrqmE1IrlQ1VpE7bwZKZGV+au7g+3SB9koVl2diR0kRCyADO7GqOIu\\nQKH34GvdVeMzO5lrXtBZiYNpW1eCe43AMEny7akiETGZkSoUSbd8XvjNsMgCPw6C\\nwAHLVL65Wj5uE5pD6FxAVqovRBB/mZSWFWjcKFoHP1VZ+2bx99B+5QG028T6NF9f\\nbzxHCpJ6RTTPqnLvYar4HJtAfnomOsV3tDtqX9B9f44cNYbmLOf+ZwuBivnmDmvj\\nNIaZi0kaefutmv+TpyjCZJZTtUyW6995cH80MdIoOwY7nDOn60LVQg0Ktig2014=\\n=Ev6Z\\n-----END PGP SIGNATURE-----\\n   \n",
+       "552                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "553                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJgG/EOCRBK7hj4Ov3rIwAAdHIIAJ2HZ+HsabaT1leyMgXdPbRU\\nE4OEo6R1Epf/Bg/LenmGpz3JOXQpxlqt/VO3G4o83ZZGpfaCEtkFlVcHj/qa46YH\\nT/nj9oiwQkjMd38kp8hKDtwmu4Ca1F8yrONIt6uXTnCTurh6YFLUMZ4tTY5plHV9\\nxob2RrQq4rcgdnhU/sVaJHFTXRc+Aw74NdBHQQOaB/4h0dD5UTpNMObzD99/xkRy\\nx1TY9KZCzUObe9iUMsT5NnHOWwl3QENh281LrEN6ZHz57VhdigLkFyvL56RcwETX\\ngS2yKwM71tqwMuJ6cYodD4exnkUuQxWQrfNE+AOgoQZ67Q2/ZAHfB8IHp0h5Tb4=\\n=xpa2\\n-----END PGP SIGNATURE-----\\n   \n",
+       "554                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "555                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "556                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "557                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "558                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "559                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJgLTQkCRBK7hj4Ov3rIwAAdHIIAEX++3mHb3iyu39dY2/RFLRE\\ncsHYVi9m/EJRDcPU87q3nbKMwHuaGSkEgl0QnoiUQnbnx5xysJOatw2tU4UYTgu5\\nbIoMuuSoipK5/IO7zlqYx4968hCAFSAU1IYo96dRnnUsioAnmtVqNzFY/7vRHikS\\nA8I8TuJu6AoONg996IGmyz2XLayzfEppM43LYOfWwZD0KhaOK6Qxu6k2cMZY1h3I\\nj3rn2vusOfNjmrEtkbu0VvT6HGjDm66B4ytpi+kl/fsWhoLkc5Kpb3Bj08P397Cn\\nJ9UxNHLS9ouPd5PGyTj/H9PGC+4wdWVfs57rxjCD9G3cgMEQb+iRI+PP+iS4gqI=\\n=BkOS\\n-----END PGP SIGNATURE-----\\n   \n",
+       "560                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "561                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "562                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "563                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "564                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "565                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "566                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "567                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "568                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "569                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "570                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "571                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "572                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "573                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "574                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "575                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "576                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "577                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "578                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "579                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "580                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "581                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "582                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "583                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "584                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "585                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "586                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "587                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "588                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "589                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "590                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "591                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "592                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "593                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJgP06SCRBK7hj4Ov3rIwAAdHIIAFga2SdsiZrkDjjbfAmB6MQQ\\nf1hxqalAJWjZXI5O344pwKwGjo9jV94wgaHzJPflAAMrsPa+KqGYDFx/wMXNKwqE\\nXMVY77YWmFjri73WlwCUWiIh0rJvsBAAgqBjvnJGNHIdhMLlGRgfwICA9oHw91rg\\n0pm/iA0KbFCKlQYcfD8hL7jO7IVxqvdIK1qoB5O5lcf/yhIPjmTdIqZXa+mvdUEa\\nv9zOgV8MU3XVHGnep+GhDSxQ6Vl0nWLDoqe+oDUkeJBykNbRYNxvEo+TxcP9e3q/\\n47iccuf0IfogveM1HCmt8vzLLEDrCsVlt28XtJXdedlHjSyp+YxQ0O5UgNPv51g=\\n=d97M\\n-----END PGP SIGNATURE-----\\n   \n",
+       "594                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "595                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJgdGSYCRBK7hj4Ov3rIwAAdHIIABsmZW5bDHaLPuHtQWS7gGTq\\nBegzE08qUx1kJBHRsLAaeQAZowDycVW0ApHQpO75IwxEbt263g4n4j0/uA2yge59\\nAuQbnWwgXj4iG0Vxgq3HHEsC8C4Jqq39QXppwrEXCjlfb4Gor1IjkAnfX2R5uzBh\\nOlgY/1W4N5FB30ygit/F4RYStvVD/IBgJNAbl5Z8eM8ur6MeaxFUSsXrPcPqBbQx\\nVUdEwzKLqzaEMK8RhNTihKNIVRD1GwsdQG5AOF4erQdBhfncX4rJv4Qm3QfjkfKC\\nykmcPlRioQkXMHWZor+citOQLjNPt2GkoFFB8GyfJriG4i+N5vn6K6e1ZfvN2Tk=\\n=awoY\\n-----END PGP SIGNATURE-----\\n   \n",
+       "596                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "597                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJggAmhCRBK7hj4Ov3rIwAA0U4IAGjoMYbk8qszcF87z/G/1nQh\\nu7C0Fs0uNYGq5Vl1LbaigBzON02DNbrUr0tJKnbgenkuKXeZ1oDqYQveontTzXxf\\nXdEn1ppBSp9bvvkWbBXR1A8vgrPXC+lI4/LbMZEPZyqpcyoCGxl64Z5JETrUzdVV\\nUEGVEf+ubA6JlapY9t9pzSbos7XYrzx7J8u4scWhD0zl68XCgHlWvyvrffZUdpbd\\nzX2X4kVp6UOYwS89Ul0edsvSmn5BTXp3HWEDmfwaCymVLWd9bLQg5gPtluDV7Z3P\\nK9v24H6NGyKGRPFfwv4gKW71bsY/OQtYZ8UI0/hUKllMYQwfizn9SwyEahs4N+Y=\\n=HxEB\\n-----END PGP SIGNATURE-----\\n   \n",
+       "598                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJggAmsCRBK7hj4Ov3rIwAANhAIACs4T6nKKKx7Xw3DydIm2BzC\\nhBVqzE/TXQc4UIQGToFSC1zXEnPqEdJbRYy8emb8T44tsyvISaH9x+Gh2Cx3HRzW\\nINZXVqUvaBUYJbOpSlYk4MccITY9vMJSxZVsV2ijcDAIJU4PgRfWJXVtk9Bn93ML\\n6YJaNW96/PYWJjy0PyUeBmeHK+fjt7ekQgso9eU/pfRM3BkX9IqhgA72+3bPhUaT\\nf2kezIFQgODV6PiNA/7NLHJ0q62/t7zFY2UrFmhFU/CCx1oTieJ3o2iuXxi/X2j4\\nnZpfBYDpuBvxVsEBH5Xg1Z9vWxc2O2beURG7qOlJVkQH4EUUGel2UiCZ1KzV2kM=\\n=KIdZ\\n-----END PGP SIGNATURE-----\\n   \n",
+       "599                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "600                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "601                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJgm6+jCRBK7hj4Ov3rIwAABYgIACiOCI7NHMR8WSE4nykELF9k\\nDyzwoMQdjaFI1EzMRopI/itTnQJxTVEMUSTPD+Pf9lcmx/r+J831C3Aj2ie+j61N\\nC3FonTjgnD7crAMyKlyqj7k/F7M5jW3+kZ2Gptr0vYnSUh0Qz2OOzVVXQHmRhJ4f\\nHC9DRtxNgMrLNtkaXo6DnGJPfzVjFK6PPirl4EyokGWo/4IdDNA9po2f3Mj+7hj5\\n5dXBhPNou407l2m1x2Og3wK0JQFKW2doaQONI3AaiaXhVTe/I58kYBzUMUZIHagJ\\n/xbzpMhweQiiqHkENbgfhkiJmyrs3fr2rsmzyjPCmuIN5qeymPkLaVcLUDAz0lo=\\n=YQHB\\n-----END PGP SIGNATURE-----\\n   \n",
+       "602                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "603                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "604                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "605                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "606                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "607                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "608                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "609                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "610                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "611                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJgw1JeCRBK7hj4Ov3rIwAAw/QIAHxcmtS+BvBG+7zBuczFpdE7\\neGDowaC2hdO8jBKr7lWGd3cSrdxxHCE/9wtgCMhi8wPKKfGq+b7WxWtj1VFlxnCB\\ngZFWEqWBspeyLVm1Gk1PisPoCkep8YvQCEpUQyMQghUo0rOcQy1xTeJR6ZcX9REt\\n1SZGZEAnwn5KP+ECJZhJ1pmS+JAC1+632EczYIDvw5SrpRrxbZv5OoDkvDCywa83\\nxjc4qK+ZmEnmfrpRbbkDnI5u600HoA7wly6MN+50KbsmoolLl/7pjNksCbaHMgJ4\\n9AGYAntiDzL3MQhntNQHT4hBaqUxDBRQTfqRIts8Mp6WO2v/RuXJDEYlVaUOBCQ=\\n=D9DX\\n-----END PGP SIGNATURE-----\\n   \n",
+       "612                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJgw1JlCRBK7hj4Ov3rIwAAFyAIACr/G1LI+Yzm0EeEyIKfgXhw\\nmuLv+QYkOFx+d9YJOL1AUFBpf1DBcR2XdKJ96SBCbb609rJwwAWYDDXljYAYbInP\\nYsaFcotoymElafXtMcECWpg07XeiIr95nasi5gdJtLFZ0puDtClL4QVN5iSqcOlN\\nnGZmiHQynyQbnFEt75OMiKkq3a0cElf6jXG2yVA6D7yFbfusBFhLzg8jH8yPQ7iU\\nvkKj+0ynlr94O+wKvo0MukmVF91c2KejLh27qQFy+SBleH6vXLdFEi+XsUKL6SN9\\n1LL9cj1mRt5N5XhenbGy8mx6YJod0pyY7044gJpjZA4w6twZ5VX3TKIHRVci4Jk=\\n=DZpy\\n-----END PGP SIGNATURE-----\\n   \n",
+       "613                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "614                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJgyIGZCRBK7hj4Ov3rIwAAOY4IAALwnWorUjdHr2rZU82cE4da\\n1Cgv+r8YwurnrB9Qm+NLJ8o/s6Al2It7SVlvx9G0MExiXE1ZHMhWcNPGNy6VP2vf\\nx5i3GjExt0f88u33UVItjwUtvzMTzJvxgSIaz+gvRIPolVgHBkd1rsmUHKBKW8YB\\nit//XuL/yzuxFOzY7CE/ndlcp5353wFV6LHwvGIs7CTupHDe0yj23LdtBVSInFt9\\nxwRMpFRNYrfn2QedeWwbWq4v7KYM6GDk/DL2LLEve37Ct7ug/38blgDNkAfi4Dum\\nnO5l+X2nbTDKRnJcbzgg1g1dDLTNeSMxk+HP4IzhMZWE980IurrGlh6teXaAWEg=\\n=tskX\\n-----END PGP SIGNATURE-----\\n   \n",
+       "615                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "616                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "617                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "618                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "619                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "620                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "621                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJg7oHXCRBK7hj4Ov3rIwAAy/8IAF565BMsMNWOjibKQsEEgYyj\\nycaPMFlDeI4NUFzIGTH7Hpvm3Lhw/y2pSq0y8jzzOduxXvSKAn53SeqZVuyvq2bK\\nuluj9KKsJWgU6Cm220f74HeVa6MoW9TpzpPjYzbVNagP3oFahi2iEXcX0GKq9XIm\\n4AjmwrPC7vswKCVBJMG3wd6R5X9JOO/4IrOcc99qFuPNsB5CB9n+Nf3P1ple0x2E\\n966roJQOF3pUKAoPPyvXlUdmx67oKIxjUQ/5R9hDS1X7PMquI11GaeNHwgJDeWmZ\\nAxiAUnaUu9RPeN7ZqeAQQL10eVpZsw8aWj1tARY7zGPZJqEOSgkGr4A6/UmArCc=\\n=cNT0\\n-----END PGP SIGNATURE-----\\n   \n",
+       "622                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "623                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJg7+y6CRBK7hj4Ov3rIwAAoE4IAHfbgfTqu4qhf/XXbrk7v50L\\n2mke0hqaNL9QL9W/cnqyp5tkXrzdxi2mEaiegq/8lHESCbGr0zjggDW+CK4HQsL2\\nDtUIhZsvX6ADIHhqsh1Nbxs2XTJgFm/ZMqmvon0cC5c1kpvZr5bAIdaq+LE87xFE\\nZPBboEApY+EnxV8pdxsiEzAoZGKU/tCtaSLgDq6ODdqCOEW3jhMfT+kUff2OTJw8\\nuLCvWT5pYyn5vBjQLNiaxk0K/AwEOrg8ARh9BG9sDHmjtrAfLPNm30LIbppR6MCD\\nr52HMTEwoGaiDL5uwj8QxJ7eiN6vyJEm4KXPCiuuiJdGuVUWUklfr5L/gTPvdWE=\\n=huEF\\n-----END PGP SIGNATURE-----\\n   \n",
+       "624                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "625                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJg9WGpCRBK7hj4Ov3rIwAAPSwIAKhRHUyXH39+8iFpz280jJyl\\n3dRXbwG4pw5RVz/x8UzTfplC6RJCmwomzsH4meR7B6sKlRseMBszjTa7UFTP4sTb\\nVDYBhrR/eYKk5UYmg9U88omJi2pNJxYcs8ezEyqFAQpE7yYXmfBZkaH3vuSDMsJC\\nhd+296DuU1xERPIYRcl41vYI6cC15MH7Q0foHLw8XS2Ny4RaRJGfm7eSsmwUbAt8\\nLlbTi3E222gkjRQGo48Fq0ORWndCgmrwMOxUloYoepaQxrKe9n4dQ71R+pJmuhxs\\nM7fKxqjIyJ16I1gjTYz8ezxiWAHGceqN6Ndr8d2hAi9DOIU0r33tLA6BUr9fMRQ=\\n=pEJ2\\n-----END PGP SIGNATURE-----\\n   \n",
+       "626                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "627                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJg9q/VCRBK7hj4Ov3rIwAAXzYIAIkDCJo4T0PI30AkUEfu015F\\ngFzi72LSoziIE603GbFMokrLsE4TY6yDc/UBdwP2ETUhSIR1aN51caX4o5lt0Rpv\\nzV2ZWeQiTk2FXcaSbf5eiMXWn5vVKZj63MWS96Uu2+fnor4PIbXVKgSqq3+OCHmL\\nkP5FO1q/yh0lwoawQEzO1hoPRCPrYmYveCpsuApw2lbsFY/w63MGZ8kYjrK8ItZN\\nI158ZAM1YLpiqulOdQjEz/mC0rgABPbuJyw60N7dX0lTusGb5lVvdLLOB7w/GIEG\\niP0r5HcmNFcVPcAuxBwkmmul511x0B0Z1WTjMps11ZxT2/z/Y/C7TQfw766Fafc=\\n=2k7O\\n-----END PGP SIGNATURE-----\\n   \n",
+       "628                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "629                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJhH8lpCRBK7hj4Ov3rIwAAdxUIAGUryQOA5ebCnLnsWoeRWHE2\\nb/gbJaFHoLSiqzaidtL53xD5w8wmxcFP1Fm3KIAAvTJ9iv2N2Tpvb84ArRSJZfJP\\nrucquBw77rBcYTnG2tXRcThJiD51jL4bmvhRkpefRytZHlURElALTPGv6AO5waGp\\nmPB2Dm9CYNSk9xbbdH+ZpkW+s3XbczkbIOZwCL1zk98UGHK7QqafsrKsK+10SIoh\\nr1HZf/tK/V5r18lIjyagR8zZHxkuW3eFQkXyiZjQUfUEaszi6fgmbtXKPWWoM2jw\\nmUF5s3gw3svoZOp7DYrPx+LQysi+gHSHKel6sZrBgg2Mif40D8AZHl0eVUXljvM=\\n=w1w2\\n-----END PGP SIGNATURE-----\\n   \n",
+       "630                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "631                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "632                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJhRLkkCRBK7hj4Ov3rIwAAI/wIAK5HzVSWkDR2bYOJ75UEUyBN\\nIEemfB+WWLwSpKejIL7fwOmNVcMCKPb0B89ijCBqKoLJXJ3/vTKwHPpyognfA4dY\\n1Ci5DVm6kN8ZHxPUnI3rwXeEhUs2vXHQA48cgTLPBTKV9IsKL6H5Kem0f+BZmSra\\nfkNbsVpaLXBYiwEz1LGuJ+Q3tXxG3FksJG8ZVdmEc+YuYg4m5P8lxA4pH+eS1piy\\n6adtU0SgEltRyadwk12eMvO+K0fw2+LmA+WvyhGgcICaAnUoeuW6bUi8dja49JGM\\nP4qb345z2LFaPWEwH3IiPu6TuU7w6PhA3TObAaTkOJz7TBWJHlNicH7XHA5RNBY=\\n=RRKq\\n-----END PGP SIGNATURE-----\\n   \n",
+       "633                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "634                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "635                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "636                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJhZFS1CRBK7hj4Ov3rIwAAbpwIAFoU+ioqCE3AneKwzxhwdNYt\\n8eeqCsj0vw7KvQz6I1MBtzqnOJOCou2Myc82dOMYZdbjxWyHs2iB9NJvXPxkO/QM\\nnpCwewXYUB6fwVydGW40bum5lpeF+2NHy7FmP5V3Ie6PxOyBwaDVFzMWSOZQudhh\\nyC9mbM8Ru8ztXYUZ3u+l6Q8O80/Sf7Gf7ityZuA+lCDHFdxPY6dIQwtH+1EWPC5B\\naei/+KGxlABkTX9qkuY2H+72vdwZUS8XVQb8adjBLq0fhVbtyRpqrSfkZREG4SOr\\n70sUNhj/JT54HwmZEL/sEXd9Ez5iNeiSmzpBVvI5jxHRy5cKoMAwR9/3XC+TnQI=\\n=3S9V\\n-----END PGP SIGNATURE-----\\n   \n",
+       "637                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "638                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJhZFlaCRBK7hj4Ov3rIwAAT8EIAJfPfTQKFP/7AojE1qbWXv6O\\n3udMVR5SkCi0odIz43GIHvwitsbwzNsYmZ/n5cxOsxOzU/OsBbruboFWfl8nJxNP\\nLjCoceviUMRVrfDyqiQy3Q/omRgDi6P6I3B+FF3/DdpUKk0el+DAeAySPbnaNSQW\\nqAwxANbWfvOQxFiUIWAsoXl74mMJ8ovyFV55/zTPoLGMAZJROHRM0iEHZePs51zO\\nXwNaB/aph6g4uWn7F7LC/8LCtwrq19FCtDulo0QxBKQZ75/6Vc17Eahrg7rNva+R\\nbUg6whgAgcmGpmfbJ0npwW36iFYe+vPXQue/qEbl6qm4zV/YzMt6TrTXPd/inW0=\\n=xXLN\\n-----END PGP SIGNATURE-----\\n   \n",
+       "639                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "640                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJhd+dOCRBK7hj4Ov3rIwAAG74IAJ8B9RQEhrr/0W85V0dFNFXd\\nqdO2Na5BT7xffxMDUHDfd+zpNyliFD0NIocJp4ZJUFxB/jLorPNfMBodT4XPjpSe\\nr3pemu9M7Di0pHYEKbVAM9sa05UXnf63vqHudOgh1ctGINqABont/7RsPIMQYC/2\\n52KYaUNz0jkgQI+urgb8yDwJ5EsjVAAhQLyKWF5PjhjNMz+SsQ0MOVx5CrNZEinM\\nob+ZYu5ZTfxlT1H3Hx6Vuwd0/Tu9UcOJyOYRjav8U10Q0EOCG56QYGCB+xaDfD+L\\nzJihFIt+wUEMiC5/UVtqlHa70eXlS5FiN8M5CFyiu33wid/IHBXi20n9DltmdDY=\\n=rz1f\\n-----END PGP SIGNATURE-----\\n   \n",
+       "641                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "642                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJhjQNGCRBK7hj4Ov3rIwAA+ikIAK1c7gjtL8+Xv/wS1jB5rTmu\\nmeATONz18nGaL0xhQ8MYhFjmeDLgsSpApISCJrY6Kg+2Qrgz/w0x0232umIO1qAn\\nmNQqv+zkzxpvhbVCDeqif0XhLA9oKKNh2gH3DTxK71jRNjvYHlgJPjl4FkZHaPtx\\nxPTUKDxB5yHF/fv4SUSmXz296j9rSV9alN2iSA6xrmbzoXu2/XuOh1ApFDMIP6mm\\nA/lEW6OHEPt2q3BE44DYxGlM6KEhRcy+QxrViU1nH9DRr3PXZzX75dgzNHxjOKp6\\n+ce+ih8ydeMTxBTOu65IC3YJsxVLijmmURBbmgx/VN8jwM8Tml/qZzjtFYWtdCU=\\n=h0oM\\n-----END PGP SIGNATURE-----\\n   \n",
+       "643                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJh1BDpCRBK7hj4Ov3rIwAAXGsIABUlbk0jdrSFtqxSOF53PaNI\\nKui16mzvMZeGq9hO+sXvm/gaQELu1V6dohqOtx/md78t2R0wSMGN8IsvPP4ncYPR\\n+giZ3TqY3EjSZP/+4PuqMmn0prkd1b7Avucfxn6OLaAi82lYuWzpwNjxAVa6Jy1o\\nAabpCuLg89+F7kxwor4LvWQd+lPnnhnMEPCHGWIJXy+qAWYO9H1iXvQfpN3+1T4B\\n4TbCJ5Cbm2eqw06lX/iN4i/LDxfJwlpSdA/rVVV6asP0Szvj6by9qZP+pO7jota1\\n7sSucdwFvMCpqZDgW4ms2oO6LCSVA8IY5lmf65eKlzBAHoaHkLBlmJy5srlk2LU=\\n=cnoR\\n-----END PGP SIGNATURE-----\\n   \n",
+       "644                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJh1BEGCRBK7hj4Ov3rIwAA9EIIALAAjRQGNu84S4etqC28p+Ol\\nqfywLU+QRlnBIYyPRTAPA3DtHhojHSRz79thDUputsbfJMPAiDShNS2eRNqzbaeV\\nq6c+T2TX5RnjWDvT35ZpYJlM7FKb9+mIe5O4xMVhYHVon7wL9wfLxwC48HQ8qPco\\nLW2jm3isQavvzdHWXFgN07hOeaXa6mAcwBBqjf1Nk5+/xyFs0BGq6rx+4QshGobq\\nMUObvTeLr5szUbKUK4+ob2qFWTZYfPa+fVNfe68R0wNAMrugJf8PeuVJ3qBmpezb\\n45SnMy7ZS3fYTpxa1Vt88neUltdvCLyOWx9tJIXZnRibVwabtiizWOpVj+lxsqo=\\n=81ZS\\n-----END PGP SIGNATURE-----\\n   \n",
+       "645                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "646                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "647                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJh4IyiCRBK7hj4Ov3rIwAA4igIAHKA6Ej92JDVDKkogmP+qJVU\\na2e3xSjJ5PiJ5H/uzRhTS+WUNzgS5lKN6Dg1PhJMkh7XdhMXD5GgDCB3OVDAZyEz\\n4VspyDG6K2qRcS0PgzzRGIPyYaMLubP4M1bid2BKi9iqQd2SQz8o4U6aE/yyZF2Y\\nq9EzszGVApFWQQz9IupfjRvjUt/yg/ZNCwpbd2JOMjdTRAJWyIMESqHNyKUXG4LS\\nOI63MlmGVqm4pvDXlxJ8gQqIKHMIVhSXJVbujdvm0zGMPXuXkC1LNSD7iiiFEoZK\\nAu23jj3W8QcoanmOYhkUzaoa1MPGDJGcv+e9b63iCzH7J2Q7LXz/GPv7RkNYUfE=\\n=ppII\\n-----END PGP SIGNATURE-----\\n   \n",
+       "648                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJh4S7mCRBK7hj4Ov3rIwAACHcIAJEpUXXP4SDULSW7HNySEzBX\\nHnOLZKbzdAeiCQWLMQe6z5wSjWAcJROA55mAdFJ1Eho6/PvyKw8paxsAv/kBFccF\\nPGdYgHg5qDXm+vyZfgnykjAZ5SfYm/T1qIgK/mLwEhzRkysj++pk6ql0qtbYfj6L\\nTDAnvoidaq3sDHQ4CfF/FSjWWx0Ga5vWaoAH9YsqizZq5et2tSSL+4AzSdfwZNIm\\nvoI006M0GPs00w8T6lZaymvnD15my6GrPJtoNfrYK240iiPoJRyISRkw01TxDXiE\\nZhWnPebRBgjxEFGazclI/0yAfaxDVhPQbQGA1vHUHkMWtqbbp2jwO0rh13Gsj6g=\\n=pVSF\\n-----END PGP SIGNATURE-----\\n   \n",
+       "649                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "650                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "651                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJh4ZXjCRBK7hj4Ov3rIwAAgrEIAA1W14LBwDfcwRnZlEWNb10v\\nVfUBnqLxv1LeB8aq2uCbbm6qv/sLivHYqPKF0xFmH22tCIylcpRKscUUDY30l7is\\nV8vyA8UPaz5JJcqgqGENFBqyIZX2LOSK0oBnyAN6uXfTwF5kysnoWbVX3ksIVGqJ\\nnEpghKSFLBAQrwsB9glv8n3Xj/3FocHKG3XnsMaP/kJ1j5ME1u4lUimoPdCOLWEw\\nUQTwWNzLwzW1jAqxR4WTVB82F991O9Vu+z7kYrJRtlXU8hD9iMZUP9fGF4rae/6u\\nrPgp2yucxNrycC0eGTMDSp1coRmasI+9xS+5xm+DwoAFyZM26TvdzZj9mIE3Hp4=\\n=7wp1\\n-----END PGP SIGNATURE-----\\n   \n",
+       "652                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "653                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "654                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "655                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJiBTEbCRBK7hj4Ov3rIwAAnlEIAAItwmCS266Ql989U4lV/G1K\\np04SeZdHuNP2peovnmBUppKuOEbau+J0f7zfb42DzvlOJ65o9ERAq9WURyslXq6j\\nfzvPEBV8utq0cATlZCIXDrDLK/d8WiASQ8Qj5nj5DovFmJBO247g64T9bO6ValxB\\n7wfmpyd7jV+qXqD3+Mj/VwvT4FY1unFkTp2Wd5y3FYv5ACU9KoGRa2TbYtzGmrQO\\n9wk2zgyoIexpiUKLQQsFNInX0f9EMzLThOViCvwA4vMyWQgi8JpOdV3sYSeJY6c+\\n76Xc53eGw2qXRdmLKGu3JzqATqOeqtzVpPhCfuazRfg3d0PFGnQpSzTQqjv19TU=\\n=nYEP\\n-----END PGP SIGNATURE-----\\n   \n",
+       "656                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "657                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJiMKJvCRBK7hj4Ov3rIwAAytYIAA5pmBDHorJISHRGvgJggICm\\n5alxNwkZGn4nOlnfjRUJ29wG/yqcvcEBP+X0YIS8PoOj+7dUQ97QC9xfSAaKJpQP\\nWKMo2P2H7ZlRSe7XfpAXChutrivF7NIBaL6UH+mI1Arw8AZOTKvE7kfwWng72udJ\\nJCTR8EnPjSemJMLhrAIK9NQ6wqX0lvreTZy8hP1ajsLDxaZyYLMjcLb53LAYrZHA\\nfp0cwp0Km5jgA0vWr4SGnwJFvefJBSbXSdJol8WinCU6lxCR7KEf1csNFmi29PkP\\nogNWeYDnKerfsaxIRtZZ+p9ZMVMUKLijIyAkWv4y3rT2fW7Bl7ATB5kjMbOf7bE=\\n=igYr\\n-----END PGP SIGNATURE-----\\n   \n",
+       "658                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "659                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "660                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "661                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "662                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJiX8akCRBK7hj4Ov3rIwAA5KsIAHz6L62EbncXDOyhHs/L+ohk\\nIje7unbBrFFBxwD2rsnVA56ARR5pLQPCDO94pQnzIK6D4rR/JNKn+So6e1O+Zi4+\\nhDG9VkcSbYwRJ5EMZaGyflaM2ukVgq3f9Jr0e9/1hx/ihvrCMzcc4gPyg5mTeoqV\\nPYKlTlPUC6kkKZmS9+jayquzYU2p2Zqb8X5aDksGG6XkEx7hjiQFGM58boZkgdjt\\n8GrBWcZ70kIthYa/ggYbqxsyqbntBZp8JO8t511zNFd9moi82gSHxmm2YSydCMhE\\ng3YMOy3Sc3GEAp4o9H+THUSKNsevUXsef31h5dXwvWs+GFCqOTiUqdfhpBvT5fk=\\n=QawI\\n-----END PGP SIGNATURE-----\\n   \n",
+       "663                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "664                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "665                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "666                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "667                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "668                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJi0SOLCRBK7hj4Ov3rIwAACKEIAJ8U191DFlo2BPDPhAXbjrWW\\n3WWzfV6yfNVIYIfCdkPD0LgYfDa6YuBcU4SKaSPW6rQBl7akyXsfEhl2igSl/bUu\\nrguNvT3/sxHqteuXhhTpe2MRon56k7bm9oWo+gxZbkFT7juj/6Nys38JYu8cGZuV\\nOzKYuszFWQg0BI/GoUObqjILfu95PqwMcf2/GnM2Vtu2YWkR+asZhxSF+godbVYb\\nsu7rGcq54pFfNaDGAsq8v2Lmd13leJku+fYh5Js/htqs+ojBHdLTnNGhnIc0pVms\\nVa6fQ9Osq4Q6zznuLK91qkk1RCpPD+zkWhZncDHaZ/a/uRYLjdZ5zRxz7AgLS30=\\n=b3hs\\n-----END PGP SIGNATURE-----\\n   \n",
+       "669                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "670                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJi2+94CRBK7hj4Ov3rIwAAudMIACaSuMnztsRDxKiRjefcYtVD\\n5K92H/O6nup6maiZt6mwWXV/W+rRkS9B/qsrvFeG0mfIcwlIdhIAv7q/PVLZRwNl\\nf80JXOPmkCtceXI6EkiVn5sA+4w0eOv26aars7SO6FFY52Wk/gaXUif3sWlAWsmu\\nolQcaSEp9+xh3MZZi3KVPe62su5hIfaomIIPdtfLriwisa++bX/H339L9D133apn\\nuqP+iXbE4ZxLMO4K7Iv014inw1g0fgJ6U3AyEPbyKQJftrfoJZQOeFuWypFi+iVC\\nKO/Iwp9U6TUfldSsvsWDg0A6bWzD9vM+IARqFd/x7DKPnWV1Q2BBotP24EjgBT0=\\n=ckvJ\\n-----END PGP SIGNATURE-----\\n   \n",
+       "671                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "672                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "673                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjAftpCRBK7hj4Ov3rIwAAEI4IAIn9fvcyyZ7ib7upvFr6aADM\\ngNuh7QZGW8utonDig8WBf2v5EqUflJf2Ada1DAdMlRpQWVoDq33CPWv/LrZInt4h\\nQvoCJ0/9ANu9V9XKhY7fpeeIUvDXUA9AFCxZ+dIkULpAGZyLYYE74cJQQNhiIGLA\\ndaBldn/SZake4ZbVyVcEDqeM2w+BO4ScygG8PO58YEX0SJvKck97vPgM0vhkO6X1\\n1QXd3+E+8Tguct7qqslZdyCAK8wHFrYWYBIiU+X2leheyJmJm+/kFQGQR08Z1pEh\\nN86wO3JhEDCmIot9iiHBmW+1YMWah8si10r9lyFMymoR+YXPe/jE3lHoRMXS5zI=\\n=eGlu\\n-----END PGP SIGNATURE-----\\n   \n",
+       "674                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "675                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjB5jHCRBK7hj4Ov3rIwAA8pwIAI2AKE+zA0OeRlMFj6+qy/Li\\nxLj7QsTVgC0897EXBVfaCtUQ6WxaK1b9BsF2BiDZfQQEiqrPd1rrFz63BIzUFP13\\nlFYsiV7YWhp2F3AGRDgZlPsq7ktjSfpzefrHfAYD7TC5eFOnYTyzNZFNiyq9H1Fk\\neMPckbJuYzZ5tM+PloIxDYNy0CyaHnBkZTMpRqo9ADLLtSX/KEoMKbZxGKIScU4n\\ngRMChXTOFHZLeXBi3DF3jAupaiufPWRnxVKBDYCML+HEZ7++53VeHOThOXZkQ+sP\\nilYziXj7fR0Pjm0WIvOUufWw5PaMKpPQ8pInwJGhKTVlVO7yGYolFcraGCImW/4=\\n=eO+D\\n-----END PGP SIGNATURE-----\\n   \n",
+       "676                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "677                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "678                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjSA1ECRBK7hj4Ov3rIwAAfZ8IAD4P5tCQAPkDw8/xMra0u4n+\\nTHwH9KWSp7rZ/EVMWYnxfp5FH+PsvgLZ1e4qiTkaS6C2OUpR2uqO42S22F0CADXa\\nAjup7cOnO4YfIWQxFfEPdyXR+S/ahjK3pLY/v0JdZV2mbghWzTX+WfzBqHBA0Hgq\\nOKgCcHkjdlq6z9VXGa+RMjmaPpGj9FoeYtpHDw9QZBXtNpq9ETCXMoPanWiGdp6t\\nX9/JdBkqcmU3pPOI78XMwJwVJGtIeTrMeOHPOFogM3ZbPAZnmdxr7qw69JZmzbYt\\nhdm7gOAyYWSuiMrfE6LNBlC3yNF91f/gFZtNrGkS5eWHz4LoI8t5cxhS7K0W12I=\\n=671L\\n-----END PGP SIGNATURE-----\\n   \n",
+       "679                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "680                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjSSIpCRBK7hj4Ov3rIwAArLkIAHFP+cU6C1MKzXZFVZxek55I\\nuxncBavWzA+OmyWsdtXaaKymtbMYpEp2lmrJWp6BHdMMcR+hbV8SF8EldHeGpYoU\\njhF1dnkDe89gexlYt6dJe7lfU8eXn2qrZWor3izSXkYd1ZayFONH2x20S1MyoAeE\\n07TGt8D/9974B9/9WNZyR03Tv2Y/znkXhduntSbgI0lslTu2o2glMBxXMTLSweZg\\nN3uQIg5eNCqdwyj4rfL7TvnR04FaL2A5EuMBAP/NZdBWIoy2OIVaPKOsLdB/3K09\\nazC8QcBgenRN1EWX0qrU1VeFl5hB98QuOXIopxe67eEWnjJioiPCz7ZC4STH0jc=\\n=j8OR\\n-----END PGP SIGNATURE-----\\n   \n",
+       "681                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjUW1iCRBK7hj4Ov3rIwAA4ScIADZFETi/bOEYw/LbdIafxq1l\\nlZuRbI1rnaAgyPyYFBJ3ozzjfEl+jeuKaT0WS9QquXX7X/0Q9RClL0hNQiKNNTqL\\nu2EuG8VcvLHpK+TpFuqbUgRic5C+43FTqWxwdy8IyhNoH9Jj/mV/TBw1vrHIVECV\\nQ1Ez0W246BfMVgfJfNmdzkemOKXeQ2+ZrWABcnz2KfOiZ9k1C2DDvOzjow+ehvp6\\n6aFosJeX3uuNxQSQ6VzL16A8t4KewUhv/DFy2nXzcJC+B0O9EdPJ/Qjx9TFtblfp\\ndaCfjdq+A0IkevtM6NHlt5kp9Sxjmfk+JDUzXsGRZaHxdpLo/i8r6rcqmHYzZ80=\\n=Qfs6\\n-----END PGP SIGNATURE-----\\n   \n",
+       "682                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjUW15CRBK7hj4Ov3rIwAASpUIAGKjNWKQsbJgdAEbkGRAw+gT\\nr6bOzqWJFumtQnJLY31781s4wnfeHuaEUT4sZzOAwunvjdMvXp+5PhzSScaU1YAc\\n8s05TVRC9eibA1auadqwRYUgLMbUFlICHdg+ssFekM6/QGkJL8EiFzrHMDAGtG04\\nLqhdI4uyWyzz038lton1rSEITKHCi4uQBD+ns5z9MCC4cmFx/WBE7nuOi0MU0Ah/\\nd9M5Yz4CzGSY3jeUWopX/1jRv6Zu4yKTyaLh2U1Jg+kfw+ijUAHMIuPgnaVHpjyM\\nLRHM0WPzsWFVq4ICMLmo9gTZpnCAJu2UgQP8714kk+DaDnm46B0GE02c3xGIcmA=\\n=1eH2\\n-----END PGP SIGNATURE-----\\n   \n",
+       "683                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjUlpNCRBK7hj4Ov3rIwAAJzoIAIYV5KLPXg4vXHKt0Nze+h8M\\nzZhg2D5+xwpgfvVLcpPCWtj0564lDXoKzMcfoEo1fhvZtI4hCX5yl7wSXdwTh2JR\\n9ZL9EwLWkuDUrNcDp16Ao2XLGTyVULn/RVQ8cID+hM7oGpt61YRLKr24fZbWTKl6\\nibbH1OFxl19ySxXUUvFpUHkgmghwVFK1sW+uXI770DOffTWvutHPi7aSsf/t3cIK\\n43yVlvFrGB2PBYO8NEDslBs4NnT1qQJug+k9nDh/9hbnpQRhLGSMTCY5S93TO6Xa\\n4HaWx2o6IJnAb7V6gXveDKfvD9dB0Gi/qQxNtuw99AMfIyePrdAvbCmQERyP/zU=\\n=GfUf\\n-----END PGP SIGNATURE-----\\n   \n",
+       "684                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjUlpmCRBK7hj4Ov3rIwAAhwIIAAoc2KRbLgbd1CG/odRT5SpS\\n/n7JmkPgUSJ96qo/hVbfss5h7jpVl9BB6vMjhKFpV59E68nk1xYuWtAYQ2+egqw8\\nXA94+N3olUO7U9JYk67RNymBYwfaf5AYpk2snKt/KjcYtlTQBfvexp4KgmHhHcuD\\nfuLR1yNiZdaxwFuLkd4+gpOGiUyvRcJzPfgmFZYghN6y6Jng+lWPr7zaNoAIkYwX\\niwHTPnW7fFck3//i/sIBaZhvrnAzJrEU1Lqa2vZ6qTL9UaC7dOZZcG5Oaj5lBO8G\\nm5NXTl0+qDAhJmF1iJjRzOGx9fcZuLmQz+Y8DM6HJcq0UtmHjIVckR8wOLfXkBg=\\n=PT2J\\n-----END PGP SIGNATURE-----\\n   \n",
+       "685                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjUlp5CRBK7hj4Ov3rIwAA98oIADbsW29JMy6GpdYpTg3wbFKY\\nO/g2iWojT07RAj3d32R+6kAw8ARcydwoCM/An6jspeDQUBweI/tzhO/g+r0FiC+e\\nCMJ7WbT8usjBLoxAYs5dg2RFKR4Bi64LkM3cz4dyhvGLk/70nPZj3v7xGQ/AsAqg\\nN2ofSX+5JTPC0OkfvTcweg8k1i4VZipcX22DBG062rTF0pvMDdy5Z9vU0TVv005m\\nKCu3mwvdD5bpwR+ZzewN7ZwESPX7xg2fMD9NCXTmsybWTOeYnHaksVH08K+Qn8UQ\\nMBuSUxhrS8ubR5cIn+PMeaHIOkxv1Na1w/78eu+Gi3zGGPxV6c6fe3/J4hSHsNw=\\n=8zP5\\n-----END PGP SIGNATURE-----\\n   \n",
+       "686                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjUlqICRBK7hj4Ov3rIwAAQA8IAEg+fRgLhiC4rrqztJ5rPO74\\nuK8k+CubKt1+mxIXA6aKwzJ/r/WHS/Mmu2ta0klwrRRA4Jo6ByMKAVq2qE7vpUiu\\nKJ+6m6EvDJBUZj8mOXW3nW1y1u1HKHebzy+aTsd/+TpJsbj1iWdeb39LxnohCvg+\\n9PFlPUL9aO0NZAnho1N5K5z+L4dIWUmOUUyfeqicVH2PwIM4yvfTI3tPAT+T5kGV\\n0vNGKBkF7Vd3Tz76PCSQjLB9FH/EvWCZuY21c1ajjqJqmWAVB4cKuIeZ6wcMYGts\\nBWbiX07maLSOJwJGRkXUMxPgrDqM7YUfoO/hFZNMVtbzjvskboAEJ/074myze9g=\\n=HMJJ\\n-----END PGP SIGNATURE-----\\n   \n",
+       "687                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjUlqaCRBK7hj4Ov3rIwAArYAIABJOrJMXcLWIlXA6J+fWTjz+\\nIV/UqXpTSZkRZcObxl+f/LjS5+Fi9e3dAqnNNlN+GWemPc9vrYbQp2ccrB+Zcaov\\ntmBEJsY+e7qpco8AxcSOtvIk5hULd4uyHPkjxhndU5VKFINWXCCVV9KQC4Sm436+\\nm9kbbLe+zDuGJZZvsAs/b8T9cl1kbhWUpseN1tnERreNsjt2xPrmcVQG2epBYfzG\\n7goDvAz+g5w0kB4G6NyVfArG27K78ieXJKWaCww1INx9Pumu1np9QnHEYukH6OJj\\nXUKZh0fRRDaOEu/B4NK2eebNT1uOuGAW601yImgJSFHn/Hh6yHwZE0Xp9tFBcKY=\\n=Udhx\\n-----END PGP SIGNATURE-----\\n   \n",
+       "688                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjUlqqCRBK7hj4Ov3rIwAA3fkIABfAQHtBwZay7Cu+ZTFJTxHq\\nkHE86DfdQZ0wsIra33RAv9heaokcCy5Dka0jU66q2lRty6DNJ0SdNJd1cm+gzsXG\\nxU2nZEETlCu9vK0LY7OA9CYMA4Fkypgab0g97t8HDVcKMUgu7axkDKQ08YDgMi9U\\nx5jEptFDLas1ZOe5Pc8Csr3Fo5L6nULfkiXtJXXEWWlMcrv1bSCR7+L/c6H8NNtu\\n6zFhrqUoMipcJLXVCpAmCK8HwHKSrocTZOMpptJNRaOVuy915g1BU5bk9uZQHkCW\\nbogF0mYHeO2zjBrXL+kMwMhJkRDBGoKn1il64phD3ObTQsc/SIzncSNGjcbkDUs=\\n=3LX6\\n-----END PGP SIGNATURE-----\\n   \n",
+       "689                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjUlstCRBK7hj4Ov3rIwAAd6UIAD+CE//SDt4kGak4bNXoQ5lK\\npn9YqkmuQLQ6CKQOE1o0qaBCV+vNCn746Gu7uxdU3x0CfawPYRml3Y5HlSXBb4kX\\n25+nETjfbb5uO7mJ+G39bD+oUHQZG1Q1ZFYS7Iv28lxozLEsNtVbqQa//B9VMRW6\\nHS2P7MGQDdrt7AvmHWvvzAHwweSKohzA7FAy5vyVBFHpdoVHfriq984J3z8dKrE2\\ngJ/X0HSiBVfaF1joKbraWxkiHZq92ryc1DvFOecK8Jp64/WdkFVTDFCspWZhd5sV\\nhq6nrYQuNnd2VEtqmpkCejYn6DjfF0A5V6gfEQa6nP1HPgKtWLAsP31y3M493Mc=\\n=TeAn\\n-----END PGP SIGNATURE-----\\n   \n",
+       "690                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjUltACRBK7hj4Ov3rIwAATUkIAJB03iVW2VW/gXJcCoDUtY+4\\nbogwDeIZz4AKQ+bwC3MW9hPJUCEosmhnSE3rrVK0c7LQ3pHLY/niqd1Fmo4f48m8\\n/uLNXc6Mev+WJcQ5YEuqq3g85vCuQ1FJQJRx/YuzOxbXY9OnyZzYeyM0XKZGio5K\\npmi29hPg/dItFi78oyRFPCRTlDuFNg7RIaMXpzkO+WfwCJQFRbrm/nMFCSxFirzV\\nDlViiz9hQV2lL718mJcTZLHY3pyS2qzG1zRwvds4l5jPB1wSt+XWva1py3rO5EtS\\n7qQhA5sGEEAWonMGWaza13QIIla0xs6Vb2BPhe6u+K128LqWcjFn90Kjp/HGPKQ=\\n=Ggw8\\n-----END PGP SIGNATURE-----\\n   \n",
+       "691                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjUltRCRBK7hj4Ov3rIwAAzhoIAE/MgVz2IfCsmz2HW/ysfsBl\\n2ZC+lMaak1b2Bs3xsugNk0bx5p0bXn6QKxMXhkmso3MnZeKwN9vBEQ5vrN/Ndk8S\\nwODnLLcIfguE5ZXI/L3mLoScEWn9FmEQCeCHal5BU35aGtOZuPjkl0tcXg3uEJp/\\nlehRisra5zQkeEN8zTSuyuc0RrOKyxk0PJ1hhCggfsd5DhYioUJs7r4QNDwI32Z8\\n7AOz8JfNw3Y+bx2mgQ1gB2ihcYlBuP9qz96KIT5zjS1wik5JzjTtQo0jeF5bPKoK\\ns/cL1AMvhVpJblYRByPTWWOgWAknKeuXm/+Xdj7Tymiqzy2MhS53ETS+cGBdknM=\\n=resM\\n-----END PGP SIGNATURE-----\\n   \n",
+       "692                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjUltgCRBK7hj4Ov3rIwAALZcIAGvEXNb+UBpBNbII1xBjIehh\\nrbIF1DAys5KvVWfAfQDzR7+ipJqN2YBO3g6KgZqDeNL4A3eScm1G3jpV4YJKckfP\\nGu0c3B8bpCI68bgO4Skfl/ifdkM5rnfy/Xe/afQoc7xOi6X8pU04rOk0zv6C7RJG\\n8emYNeUlFyx5AzPTyxpra6SLpn1WYmdnAb2wEfgWF72FtFOM/mVbjqU6O1uH0FtJ\\nvsddPM8Mw3Yc471HrpgU2wLZ6GLzBpFJlkeYRLqmWt7Dgm5h+y3YIvTEgoDXaSnk\\nYkzT3FW0ACUc1zQqQqU/aLG0W9EW0xCembqkYWr/SEwhTE6D5MhjVcsBVbeIITw=\\n=5hT9\\n-----END PGP SIGNATURE-----\\n   \n",
+       "693                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjUlt5CRBK7hj4Ov3rIwAAcoYIAH6pVbqyx6pkzRtKj4e/QZnV\\nGUH3n12YpdSw2rNNt7u/2EAhOwpQ+R9K6569S0N/GRpewk2I03/gGcF7bG02IIBB\\nkwn8By0BnPhx9ydulSBWmfD9dvE32HYi5a/TN3im2yuX+tSzvtmNOYNsLCwzCRie\\nqAH3p26XmbpHLM6J0LtJngqvALB8k0DptHDQ3C62X/spSiqjocDB+xDkdIASYJAP\\nrT6sipWArgqspzpXgDm+cHsLzE5Oy5wcMJ5eK7zzLTIrWdInzyLk1i7sNim7xw41\\npiuaiVEN8SkizLK3fktJbm2ORJKasWl59+G1GAcRlHL76DMN59DuMFy+Nu/m6N4=\\n=8W2a\\n-----END PGP SIGNATURE-----\\n   \n",
+       "694                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjUluJCRBK7hj4Ov3rIwAAdpMIAIijLnTCXEbyB07ViHBAS1WG\\nzxQfPIGn9nT/7YyRIWdL+dZIGGj/CejzCefcR0I2ybtC1+SBGc2UIsNgRG7GBIVz\\nUInuXpJJIIAkAPRIAN51Vjz+yZSUlNpmUlIF9gSSnRqHMmxtw6YEEeltGgG9dOlB\\nB/jbqNemCQfYcVlcy+whWgO4wTiSOm6PsWZDs0jtKfcB/2AiIEs4mYcAtYvnTxUa\\nOhN72wa2O34jcJWZ/EhEiSQcB+xD/aEnMRkTI3sYB4jdn7+YPD/Y13d8nanWQYl4\\nSu/fbsFEpI4uUVCTXvzBrXEUVU5elhpHHRZViLIjK9/cP4StqcSF0XsdhRTz2Eg=\\n=o/mS\\n-----END PGP SIGNATURE-----\\n   \n",
+       "695                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjUluWCRBK7hj4Ov3rIwAAuvcIAJKDmlkTw1ocz3Is6iolDzAt\\nTyllXMmoR/dabNZjFwPJbfF2ddyy11QwWg8LgYjXQQLEawZfLh+zkC9oNmIFRGky\\nfJzk7L7T3bYemGyinp0rYp3r6cQZBGdgfR9KQsfz42gX5abMPlwMv3dM9buiNx7Y\\n2GKTDS9sTYvxT5Sb/DGZjWETMwxTfc+7Hth6dDjTac/Vwh8qAvxP4oTznYnu++1p\\nG/+HZ3rRRdcqm8gPau4DzVL6ifpkWluH0a67ImStDGhwlY2zHA4kGJkcP5VVTl8/\\nIEHzbsfZIiuynwzU0IPsjSl7hDIh1YS4AFOnOd7HnP1nxfZwiMfeR6vrpjbBlXw=\\n=jvJ1\\n-----END PGP SIGNATURE-----\\n   \n",
+       "696                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjUlvPCRBK7hj4Ov3rIwAA6VEIAF2r6uYftnrQDAOFBq04t0U2\\ndA75idTmHvHCweAbnO3U+y6+sWnAVw5woepI52zaCAaflJjJv5eEOdJz41wKFA9U\\nZ3Ry2aB2qP/C6p//ZGMlhXQ0Fj+BJfav69tjhZJWuBbjpKU3fWmUiymkRjZ6PeDN\\nKk+GJKhpOllEqytvuuQBgi9hlOxj2g+zxi05UlrWiVv8XQ9Dk3cAbvUnULwiQKPW\\nooTCp8g8EDehZGqHICbc/00CqEgId4QvxP++c46f5PwQh9EFwYCe1nVS7X6Xbkn8\\n2eNP+5cy6eesF+Xx6NlRA38vdJYBEXpzS8NCfk7DisWYi0CH5gB+Oul6Or3Ft8Y=\\n=rO3k\\n-----END PGP SIGNATURE-----\\n   \n",
+       "697                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjUlviCRBK7hj4Ov3rIwAAbKoIAD8jkcUJyclYrvgT7SuXysEk\\nkOrT+9lMifjFhoOV/vIAt1esKOoieytbIZv6T3Lu86AjGR/U4jd5Coy/e9DC4c0F\\nokEO5jk2SGAOmdSfCJxZimBUBCIiSttMKrlxckNobkeDfCn3NUn1iYrXgER9e/ZZ\\n9ofsAF60quRAK7LiyjB9Oy0H0cHtZJaQQiNTkQ3PadBD1pzv3RrwhA5tETYz/G9O\\neHmtT+2mYB2Ejr25BJxoD1gIbB2XF5AgSrcq6N/Dhkh77s0OA/sXf0/a+RAPTT/9\\nIfTgKqA+s/ILPTUKW7P1wrBxf/oZYDr/JcfjpfUTe8hNTFwXxlwnz9gTgm2JrPU=\\n=2X3o\\n-----END PGP SIGNATURE-----\\n   \n",
+       "698                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjUlvwCRBK7hj4Ov3rIwAABkIIAKaXeWjY8ehCQVg8c/89FNro\\n0SNLOZkRRXtcbg4elmEpS2yhEJ7liulo9/fh4g2Iud99YfCgM29KVToZNntSqskp\\ncdauOLLJe9LZBoSjSpY6VN5j8/ixMpty+lagr6G1VQooIucVb9y8AN2C/+rhppOP\\nGzmHmqywfCnT9Wm/zs2Fa8+xw0fVv+s4OifPiUaeXtHBFqudHbWiFBsYllcFpZhK\\neJMBdTBn1ZGx36DFokCEqRbCBwBChu3zJc9THjZ9tOzQQvdwKqcuGDDytI6NMan9\\n1ps4d35VMep82IsopE/Jsdv7pgcBo+KezKLWs+caXqQn6KDcR2XqvW7hzb+fPro=\\n=nRT8\\n-----END PGP SIGNATURE-----\\n   \n",
+       "699                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjUlwoCRBK7hj4Ov3rIwAAmroIAFmelrjR/4s58JJtzD4+SItx\\nuZ4AJTP6mRn0V8bS8qsCARMOlvB329LVZXU5NatFHwoZY2jKU01TYD0rsZ7OovV2\\nrXftdQrYZsDiFCdMqsLJMTijnCrjNg0mwXNEC7yxxU8hKf8etRXg4iZl6WtlwcHL\\nt2yAFim6bDJDkl+LO4+iF7MOQRizF7nGKxCegT5e+5a/FYY8LPTgvRbmaPVnj6po\\nqEGWzxG9B4fB9iQy0BbR8d92ndGoMoUaYn6WTJ+0coyWsIPY1ULMaUQt9BdRloje\\nvT67XEt6LBbznosJx7DnN3sag9Z66fHaWUjkeMur+VeQa3qJIxez5jEcmwBGTMs=\\n=qNCd\\n-----END PGP SIGNATURE-----\\n   \n",
+       "700                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjUlxGCRBK7hj4Ov3rIwAAYIwIALB6gEngpTzWucGIuwPrlYVT\\n9a7JH5EOU8bpeordGW8j0gnXGj4foQCRfUVP5WRslSyCZWZkpMvU3O279Ri5dlgP\\nCDXy+ibkTFBBiLJY/pHtmOTm0GjbCRAI6eoMncnAlDykYZ44gsh2w7ebazK2XDZ5\\nJYv/Uv1PWpX7Qgj4B/1RTCpJsBUR8Rkczs/qkIRFtGd+CD5xJPtNU2qhwbHWvIj7\\nXaGIhfZnQtswuZuMyC8MFwju18KzXfcayQwDtcOeRVni9zXNX4hgsrJo3K+xAPd+\\nmrsr2CHNLnNTh9fUMrmyAxQhDPHkPwu5AmjOG+Qhzul9VIITNVJ7VsHEb/WAVMA=\\n=c8ab\\n-----END PGP SIGNATURE-----\\n   \n",
+       "701                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "702                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "703                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjmZ9OCRBK7hj4Ov3rIwAAbcQIAG6/bLu07G4/vMrixatBI6bI\\nzKSf4SEtbp879KOWtH3HhXjvEwVaW0mFlHxzyNbLNOlQh2yGnvQ/HzsN/aulROYO\\nrinFppVEMb0cyMpFnesFnPx72gbtciSn9/tSlB8ghbpD4zGsWqo9WJxhgfkZoCRZ\\n9B5Vy0goFIIzhXxEl2ro4K0qy9cr4z/Gpx+oYYSitR+xnb3OyHK2AoA6DWLyZq7/\\njyhGRrc2sZXZIch/iFyDHDxECfe1CHNPzZokyYDAJ4N2Ve5I/v0U0m5s8RoLzcW8\\nnb2S3VWMAOmFCj16xawZd9rIihSefARu4zrRSeNnnl1MlOkcf7llsLj2AUAr5S4=\\n=Unh5\\n-----END PGP SIGNATURE-----\\n   \n",
+       "704                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "705                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "706                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjwSzACRBK7hj4Ov3rIwAA2KAIADUUNoBpUNQrtSq6qebR+HeU\\n1ohqzmPvJR6Hu6GWlgmsuU8cUtfUw1hCQx7l4pmM1J3zrJuPJBTLS9KEOwmN7i1d\\nc5sEWBWS12pNwE71lrw1cmNkSXJVEBV9TauUSGk7yvZhjvko7ONHPYLsk6vUwUHP\\n6ExGqkjMa8TJaHFtrrI7LNdX3+B5IrFc5A1UYhcARjiowP1/6DnyOw5Iq89kYHtd\\nTdMdRS9ri1EgtC9XZXpz7dWM9AAa01BKxVM6K79m51OzzurKjeTys+4TtuqcoIjX\\nS66x6W71fRx5cjZ6nfYWfrYUGJwqCcmC9OLMjTymHaeLwFEnKTpiHlemyUi7mSs=\\n=h2jw\\n-----END PGP SIGNATURE-----\\n   \n",
+       "707                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "708                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJkPW3oCRBK7hj4Ov3rIwAAkxkIAI1/KmiZW1yRfwe8e++ROHQo\\ncPbR+1PipOfVXcgaJVyK5vfiR1d+1DsLph0k+VurKcVIn5As5Pc+XSi7ImeeNFzV\\nrk51rZXuSwzznIuuRptXJsnhcrfnsg61FII47Qqhh2YcMkFFg7TMDlRZca0qWCJB\\nHZ2+MbVkXZjJf1ZmBTq6z/gHVRcApwfGlD6JVwNkppGC0EgXAJm+5/qguB7CNGgZ\\nDXK1PLm9p5qhiC2zdg+ploGe53NKYEFgib1N3qhOc7hAi6p60bWoFw2gdFzMjmSu\\nqdtdSdIvbm0aobJDjiabTHLq85ojQ40RiPR4WBc65BXhXsmYSsTwnQvgdiDkXKY=\\n=ajY2\\n-----END PGP SIGNATURE-----\\n   \n",
+       "709                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJkb0SUCRBK7hj4Ov3rIwAATFsIAEbRtadyt5VMMmWIdBTTW41k\\nHx1bUNHNX4yUaT54oKCwFR3hAyufTXEarxs3vZd1Fw1zJO18HDp0YoYmvUIeNkrv\\nWof0wK8/fGHQMzeb7HnBLkqDKfJLQwrTdqYjGaq5iw07clBcRimtJZ+t5EZfET1k\\nJPnokF8g8vJ1XhzYexyeTPydrTh9SxkcTg9K7SqMVFzxSOYqRnYQj6GGxhdwA/rc\\nK1mSpkErC0ZjQUqLh/q4NULIEHpiBjJoFWSjZ6qvG82MRUJWv/GvZ+2XlIVweVYi\\naMniPKu9LL/aKD3WBS/6WIoi5x15hsJfxM1Hu8Vu/RAwdSakrOBHplIGvzL5e4I=\\n=U2K8\\n-----END PGP SIGNATURE-----\\n   \n",
+       "710                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJkb0UJCRBK7hj4Ov3rIwAAzCIIALBuM/3RcP+MI3ofBXRTcnCl\\nRX0PXtg2Jjlg9oe6WkUWnjBmWQ1cNQRKsg4UEqXEl8RfQl+42fCbwlhVag3tw9pK\\nVaA6EZesDwsGHWm+b9J8/kJSQU2HXGJNtqReyDbh/eIzVv76HY/FCNDYnsblXkNm\\nrqYQwOARB1Bs7JLDKoUlWFWLBNd+Y6wlncT/O1JqiqQn4sQLhbDxgSg2hYhd6+KU\\n8kKZPDjfdLKvFyHJU8uQqVIBsGoRezHvRk1bLVnfW2M2FkBUoBuYZ4ZUdvayepRV\\nhUroXMfwidtzF1owAgh6WFIVcMhcek5QVUWNz3mosvcYuugj+FbEnLdEcbxum54=\\n=9Uj2\\n-----END PGP SIGNATURE-----\\n   \n",
+       "711                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJkb0UjCRBK7hj4Ov3rIwAAbf0IAG9X/OjF74fodKI8HExjaP3R\\nxPANmycBmA02tbCxtC7YSqcTUsDMvwrL5k2H8pSmSPwzbHmTnCzbrYQ08W7qERQv\\np2oz6n2UTRDYNOe1cH1r+206xietkRrwcbWSDIYTyoi0ngvEtKjz1zs6UDTiMbpa\\nqeZCEY/53iIkj603QI+jqqAv+e33tPq7yO/VnngSZnePoG8PiFq9ymoB55EqSmNB\\ns28U22iQ8shr6Ur1DBpO5blJajdAoe2frcDPK5aM7RDW1A1vwYto5wt/XWzNgalY\\nWwJDhZIX5uKtw983fGGgW+O5VwasBwwXuUieG9FlX7YrhXSYyZREbTLdk/V/8Cc=\\n=VP4f\\n-----END PGP SIGNATURE-----\\n   \n",
+       "712                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJkb0UwCRBK7hj4Ov3rIwAABrQIAKi0Xw7Facw+K/f3+6s9WVYY\\nRzSW+TOZPLEM2UE4upIWxu2QlU9gGCMcrl/aK9FeElQdLSAD605cT1otfTUir/+B\\nhDXGr+mpSaIfawcwrxBeXxNUKojVbAEeCOvzTJBmEuphi3nGfFXGYsW0EZGG376y\\nVTdBkFaNfbvwjUORaNjfjZ1e9/PwMIKvgc7BqwG8guYrpe1CgpbUujAjPCMtArDV\\nc9t8BfURwBSrT8ljSy4BDUi8QfIl9/qs1xiCXyt2xHeff28+FD4U9Be9x2lbOIkD\\nIBRrR4IpEFeCaZOnIDZYrQ7xn5nkb2jCW3XVk1ozQzP2Pki+3ZNV9FY4KW73DwI=\\n=lB7L\\n-----END PGP SIGNATURE-----\\n   \n",
+       "713                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJkb0WBCRBK7hj4Ov3rIwAAMLgIAE1K+DCzWtjguYPD1Qz5QGp4\\njfBJgAAYf0F4Xij/i7vGH3FqAQapZpTdOCGsDN0Y+QqdcBrrJ9DFIxp5iOuJVFUG\\nH71Hd3C/xPJKmyIQ9GNwcurRfNSrP5MHkStHgC0jRmxuKsgu3yvgbaUZbb8aHeiW\\nbQanwcm65lEk4YXWlbd2k1mZ6KP+0GT9uu5ZJKW6z6zPyB9yXBrR/EbsPWokzLr8\\npRAVii/G5U7GsUShAArBRhpp8Ig9eAgn0Rr97aOrEUc6nURGx7iaRFtJEEF+Enh5\\ne74EWzbd2IeyxweC2BnDEKCs2X/YNIOHzay1nP0l6OMxHUHMWqKm84+MTee8pcU=\\n=kawp\\n-----END PGP SIGNATURE-----\\n   \n",
+       "714                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJkb0WTCRBK7hj4Ov3rIwAArPYIAJ4fRf1Fudo692thSRlnBp7e\\nZjsps+cfZ619I1WMFWCsL4Rp65ZdG/QQ42Orwgr+I9I5/tSMEi+1Heujhax5eWtV\\n1q3NqGJPt3fBD9FHAinlX8bvH7WG3+n48b05l7ix16NH+Sv8C1pVM4LKq3yI5J+J\\n5kh8YheYkp25FfOdL3AfBRjppIvxb+QfGWXB4vxYhFM92ej0YMLCh/sXoPiNww6K\\neByrXL8YAFeEq3Jq5ANYcv/FORXip858bOUqkmcxkUlsLZN3kNbIDimR6sR+T0Vq\\npndaCHEwOV3ptaoyNta89TSckREeu2ZwqwRGG7euj9PS0odayuGuCY2mJfdra6U=\\n=qnAI\\n-----END PGP SIGNATURE-----\\n   \n",
+       "715                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJkb0WoCRBK7hj4Ov3rIwAAXwYIAF//TCyXiM/fvOoAbTKgLlSF\\nfq3arzKYezGssq0MREWM8sYRy76iU5e2wR+jHi4o+9BA9jGJR0R87ph07SOqT1lL\\njJBJEqg1hUNC41eh5gqMNwWjBJxEax5ZW9zg6iFxKuhDx5tQ4wt6n/GLm6sWq7dc\\nLu+OxIfKEaALBVp0GjX3Mbb1uaTHAVha7SW5xToQqXQkV42ue7e0CwkWIgF55Jlu\\nMvffY9SIGHasHrZtTiCkmyMDdkWR6Sss59uvQusj59x9Cfc44WaUayAlgn6NQ6f9\\nv3qG4vQxUnRC8jc+FuaVKx35hIHizwW7tSxPyPcD1s71VbbFhWaRIB7hfS+2bnQ=\\n=CmTY\\n-----END PGP SIGNATURE-----\\n   \n",
+       "716                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJkb0W6CRBK7hj4Ov3rIwAA4RYIAIpP685VCzAlnZK4wgBc1VSh\\nkjhHlZXzu5QIHEGEoQ7E40RJuE8u3lpMNEdONMA1byNSNkwa0LzpZrY/01XDd/vQ\\nw34mtlRBaOEVlNhteaPfCCPUhrJJprJZOj7fzXyUCluEYvzzH6xJdgKOOZDrb2xg\\nDe0Ao6VpzdCWF7WqidKqbyD5bMZAuNlH4b2SDkAU4tIQfO9/71rsJxTlF/jU1F5J\\ne9yxEwIhR2nj35oE2bDxo2R/RHplBArPKGxDq0h9eooW0l9VgJYLuGGcffCj2vpH\\ndWgFllFI9qGn6VozGdoXgUxzgL/Ji2dsetOBDqgSiLhFxG37a2vSJYqLVkUpgqM=\\n=j1rm\\n-----END PGP SIGNATURE-----\\n   \n",
+       "717                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJkb0YtCRBK7hj4Ov3rIwAAJDIIAEzFfhOw99Nh6EAEPXYrLuXw\\nWinVIdCkkdFQWWmnPg12RpbpWR1JirOCcE60FXA4vEmvu6dJkpaHzInCJj3WVc72\\npEGONoYrYRmVpF1Lr0XcTRAV7I4bZDFcw13NN18wBdjw3DU8+GSxIXlLoWztahS8\\nCYC1ktbexiv/oA8D/YO0tS0RoT/4JbbcMifGWcx5It6uYJUNpLs5bv4sFw6LiuWo\\n0oiIergb1idzam/S/I0pvX2XfH9HRZLlSe5IIMw521fnNfofCKDS+UiXY7J+cWOp\\nuGzlVBQbS9tlGDxm3Szqm7cMsJ2IiiJQUYK9nDHnQFDlM7EArGW0eaZ8LUoDtdI=\\n=Okwd\\n-----END PGP SIGNATURE-----\\n   \n",
+       "718                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "719                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJkrsHCCRBK7hj4Ov3rIwAAieYIABZIwAXN3XXVyfR8D5uNl6Cs\\nXo2teKD2lgdXMIl+Vxre6CWvCvrOT1/Mb1zOz0cXXKdSTPV0McR5rwCmny1wK+81\\nM/dnnFo1H0J1eibyiGzIl9e3xMxK08KftM6dojMePt5BcdZwAQZQ0SFvchx000DX\\nebgo0V72r+U7gHQtNvDlw7TsZTVvO6sv9VZbU9La5P/AS9XBZcWWp8Jj/LkOShRu\\nCINwpl9MBMV9TZ3v8K03lWqDmGZXlQV5eJT+o+pr3jeWSsG93bAOnaAbTz0xxCrr\\nid1jv1bZBi6knwQ7lO59zAT4WQEHX1+Ynbn1ahttOO1LgqbFplpNM6edhWF8+zQ=\\n=52Rp\\n-----END PGP SIGNATURE-----\\n   \n",
+       "720                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJkwUcKCRBK7hj4Ov3rIwAAODAIAJ4UYEgDEBJYpe/r+3OfLQNw\\nMeikhsAke4P6rwdSmPAeyeqymrLkVgGwc24y6XPa1vEbwu+wGsM0h/6Y0AtM4XND\\nINJAkYkRX7r3rqhNzXK4Fu+AKtbFZyThJ3spxplGCVgMDijcBgx0mfVNMiENmpYE\\ntme6orQUvklI2VjG0Wh0N0NvzAsXJF6Jb0psha/uLlt9AgRz4GOXygEecNaBlBc3\\n//HtqGI6+AlQ9mM0AhsgNXRxeNhYuudPbKMC5TX9rNqIerxV4IZHeUhtPvqyK+qP\\nSV9JmOf+qTtgbBT4t0xzG7p9IPbRDsi71sp7bqXbWDGkIOXI9Zt1DaKLowWCe/g=\\n=R73f\\n-----END PGP SIGNATURE-----\\n   \n",
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+       "722                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
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+       "724                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "725                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJk6KJbCRBK7hj4Ov3rIwAASj0IAJzpUHnFx2BqjRL2FOJYvv4s\\nBYGBh/bWb1VOnJ8q1ShC+r2BoPj9i5OeaTEilmRCHiuCgVGSrxcW1wP8rRIf8nk2\\npgMd/ELqBUbnbpmn5bLzY6oNVl5WR1Fsn6ISH/mabKhppOsw5VmDoC99o5/cYyGv\\nqL+R1aUhwDZ9mQbC3HS+wXcRBxxCt7U8M+IUS2TsRX9Xczpz+YcXqj9DLVlGVNbc\\nHTDGl8LmNkhUsg3DSreo6iweJ4+9hUKp+NAScuDgjUzu6n3Gtpaaf9d0CjaYFr/r\\nCZuZDikwreo7R/+T7f69mZiRwChNGKnMWNUaykKowjBudYKA8GmZy/lav2afrOs=\\n=M7HE\\n-----END PGP SIGNATURE-----\\n   \n",
+       "726                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "727                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJlJ/nDCRBK7hj4Ov3rIwAAQYMIAGDTV7d4SRXCbI/ypsN4sKuh\\ndhbVfKWr4iC6WGJ32gUL22mDyrv/FzeNIqtTOxDf6iENXj1jzuLjy/rZDNT56W24\\nT2+tnTeDEOOsLf8rLBlH41FkjvNt/V9i+WwsdKmlCnlWb2n58Jb52I9gyvHs3DpR\\nmFDdF1X6vWNQZ92JGWNDMhC3YazvDhYb+Rjd1xGu2pVDgCRbIOI9FXDNARjrx3Ps\\nBwpt4Df0AKGWxtyk+mjDYjE0igVoiOwhycWRvk9nrX4+dD93+TVyw5HGZe865+2K\\nvTmMdwz3/UL+QEn4XQiV41hDeiLuIxVdoLcNQezhTTY6LWYYqDHH3NpA7rNDsmk=\\n=NxlH\\n-----END PGP SIGNATURE-----\\n   \n",
+       "728                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "729                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJlMkK/CRBK7hj4Ov3rIwAANGkIAErxKM7BsQSrFtxKqB5Ye7UJ\\nickTAO71WZCW1Pr2zus5iUk3YTvW5BxF5ogdXIe6b4J4w2hGKDmdU8SpT9yYK6qD\\nUPc25xevh4UZzQ37FlP8PWmViU1mj0fWdbudRUdLQHS5AxOKuSFJq7ZY7LQ2LBm/\\nuq0X8XemaRJnIjLkFwEcvgVOGivGvvarKUbaPzCRPdvdDK3+R/yQCU9nTL13Iu3a\\nXlZo4R5cBFoIPYBfCpyQ/h1foa7OW45+KynYpLHwpXWUs0vuzhnMOozD/Pm3dPd3\\n0A0XimHJVZKCVbto51vcXBXWMY9VOFksxBbBOD0XP1Y7B7TwrcetT9lAORQ1qco=\\n=lu78\\n-----END PGP SIGNATURE-----\\n   \n",
+       "730                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "731                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJlTOWMCRBK7hj4Ov3rIwAACWIIAF4ibuiw7YeRj1Ri6nwit4Mv\\ndSWqoxWjxWipqHcHbS5SP8CmR/hhetLw7Yb8RViwDHt5hvb+Nlmj+Gt+D20l0uzd\\nSCrxTeBxly8dKglq4C8IHiLbn+rPP4Vk2M5SHKR20lv6Tc60bgW+wjVawXdt8mQZ\\nrYUG6jCOEMnk9Mz4KhQEEls9Pw2avmVQ/4w2iG+eorhDM0/AO3iFgq2/cQcTPTCQ\\npmiN9YOx/w0JZqRYgGey6UQQZ1m2xjalpwl9Rwb1VGUz3AjcOqrlFQiRGLIwsmCl\\nZ9/T3GVLDmn1m86xEe0p2XCSZ11XI5QcChfjFWCgKDL2fnbIsr6XtphcYSV2ld8=\\n=d2A8\\n-----END PGP SIGNATURE-----\\n   \n",
+       "732                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "733                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJloAEVCRBK7hj4Ov3rIwAA0/kIAD/WZhpeyO1qV7o6EQSNIR2M\\nGsL+BNmHGDh/BbPpePTGQaKvtjqPgLQr8NNIJRsvu+D9aDraznZa9vjdRJ/bIGWP\\npqmUjvr0w+PByrgSC5SVN2TTrtS8XnI35UR4Naas5T9KGCZnO1Lv1Pyx1YQW7Bv1\\nz2StFih4kqpkUO5QIR6ZnvqdnDJbtwmLF6+IWHxuAbc6AI9fBSCjF9LECUNpgxND\\nNyLm18kzyHhx5hlyuw40kPO+EU0WsQqsAv3Qj9f5EYfoHdfE9oAOalyaGx06S4Bj\\n4U1oT20rdWs/y1jtbx41IcnRwlXD2cwsrxjZpltoczPTtBHe2yNA81XdwYh4x40=\\n=yJjr\\n-----END PGP SIGNATURE-----\\n   \n",
+       "734                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "735                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "736                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJlpqOaCRBK7hj4Ov3rIwAA7nwIACmckhOI/OdZfAyN52NMYI+D\\nzcAqiWfX3BGllnNWLL7vA7HnIwCB20msbLZtyVJEUm6jun3idedPr0J6H0m2BGwE\\nzsA8wISph1m32whBWMw/fUYe6TubZg1zmss+XMKaYDKldJ31zj7ChL4ZCcoQA1xi\\n/gW00PUT1qU3BcV8NPG6iFaF5RpYj5ceM4+YIjw9n2fAVqDqwZxFvMwm88rgqsOz\\nGaCNPlGJCDHypJCPwJyRGHoVGO43aPom413ucSbJ3tDxOTcTe3l8wlVoPYmoZ6pb\\nDTxqx2rv93lFH1ZzWCxI/uN2bmQ6f/G1s8FIL6EvqKB1hE3BY7PLanB525qiWXQ=\\n=zJ+E\\n-----END PGP SIGNATURE-----\\n   \n",
+       "737                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
+       "738  -----BEGIN PGP SIGNATURE-----\\n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\\n7qOPQ6GW3BKXTipL4obO\\n=K+XP\\n-----END PGP SIGNATURE-----\\n   \n",
+       "\n",
+       "                                                                                                                                                                                                                                                                                                                                                                                                                   commit.verification.payload  \\\n",
+       "0                                                                                                                                                                                                                                                                                                                                                                                                                                         None   \n",
+       "1                                                                                                                                                                                                                                                                                                                                                                                                                                         None   \n",
+       "2                                                                                                                                                                                                                                                                                                                                                                                                                                         None   \n",
+       "3                                                                                                                                                                                                                                                                                                                                                                                                                                         None   \n",
+       "4                                                                                                                                                                                                                                                                                                                                                                                                                                         None   \n",
+       "5                                                                                                                                                                                                                                                                                                                                                                                                                                         None   \n",
+       "6                                                                                                                                                                                                                                                                                                                                                                                                                                         None   \n",
+       "7                                                                                                                                                                                                                                                                                                                                                                                                                                         None   \n",
+       "8                                                                                                                                                                                                                                                                                                                                                                                                                                         None   \n",
+       "9                                                                                                                                                                                                                                                                                                                                                                                                                                         None   \n",
+       "10                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
+       "11                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
+       "12                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
+       "13                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
+       "14                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
+       "15                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
+       "16                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
+       "17                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
+       "18                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
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+       "20                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
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+       "22                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
+       "23                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
+       "24                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
+       "25                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
+       "26                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
+       "27                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
+       "28                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
+       "29                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
+       "30                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
+       "31                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
+       "32                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
+       "33                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
+       "34                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
+       "35                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
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+       "39                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
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+       "301                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "302                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "303                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "304                                                          tree 526bd300cecdce6c39108fffd105e96a7086a342\\nparent 22d72b81647a52536359e041b14a962e177e3e09\\nparent 08554f8595c64127fc5d7cd316e046b7f0909cb2\\nauthor Anthony Nolan HLA Informatics Group <james.robinson@anthonynolan.org> 1510309038 +0000\\ncommitter GitHub <noreply@github.com> 1510309038 +0000\\n\\nMerge pull request #119 from ANHIG/3300\\n\\nIPD-IMGT/HLA Release 3.30.0.   \n",
+       "305                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "306                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "307                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "308                                                                                                                                                                  tree b2d69f8dc5bb67b3fd79b168116d5cd535a81f29\\nparent 58c11d41888968d3d740007beb3106f869163a3a\\nauthor Anthony Nolan HLA Informatics Group <james.robinson@anthonynolan.org> 1511812483 +0000\\ncommitter GitHub <noreply@github.com> 1511812483 +0000\\n\\nUpdate README.md   \n",
+       "309                                                                   tree b2d69f8dc5bb67b3fd79b168116d5cd535a81f29\\nparent 1c2e1db1481078fd1fcb254e9b6077b7a0176fe9\\nparent 3ec3328f771ccd276d42093b08b40110c22cf8bd\\nauthor Anthony Nolan HLA Informatics Group <james.robinson@anthonynolan.org> 1511812569 +0000\\ncommitter GitHub <noreply@github.com> 1511812569 +0000\\n\\nMerge pull request #121 from ANHIG/3300\\n\\nUpdate to README.md   \n",
+       "310                                                                                                                                    tree d07395aaf55cad639377cee73fd2ce89e288552f\\nparent 3ec3328f771ccd276d42093b08b40110c22cf8bd\\nauthor Anthony Nolan HLA Informatics Group <james.robinson@anthonynolan.org> 1511955685 +0000\\ncommitter GitHub <noreply@github.com> 1511955685 +0000\\n\\nHLA.dat Manual\\n\\nA copy of the hla.dat manual   \n",
+       "311                                                                                                                                                                  tree cc40c5eac565c2208b0a26b5c37194657ff21b84\\nparent 56c76906d05437800ab90b4124f2f508ef2ad046\\nauthor Anthony Nolan HLA Informatics Group <james.robinson@anthonynolan.org> 1511955778 +0000\\ncommitter GitHub <noreply@github.com> 1511955778 +0000\\n\\nUpdate Manual.md   \n",
+       "312                                                                                                                                                                  tree 676959c28da35aa5a34fc9207269b674e4304c90\\nparent 2bd125a7b3a4bc66c17557dce66458b460e44f13\\nauthor Anthony Nolan HLA Informatics Group <james.robinson@anthonynolan.org> 1511955891 +0000\\ncommitter GitHub <noreply@github.com> 1511955891 +0000\\n\\nUpdate Manual.md   \n",
+       "313                                                                                                                                                                  tree b840491d885e7fea466c2303ac9e76a49330c80f\\nparent 833f4eb56bf4eaa7e466680e7590ed7f993a6b18\\nauthor Anthony Nolan HLA Informatics Group <james.robinson@anthonynolan.org> 1511956084 +0000\\ncommitter GitHub <noreply@github.com> 1511956084 +0000\\n\\nUpdate Manual.md   \n",
+       "314                                                                                                                                                                  tree c9390f6013c34f4cfec9f853969e4dc478896eb5\\nparent 4438901e7a482548ab48cc25886281d438a1b2a5\\nauthor Anthony Nolan HLA Informatics Group <james.robinson@anthonynolan.org> 1511956139 +0000\\ncommitter GitHub <noreply@github.com> 1511956139 +0000\\n\\nUpdate Manual.md   \n",
+       "315                                                                                                                                                                  tree 8cb68ff70994b741b78e72a14aac480ffd6e614c\\nparent a5dfe9973ad3f2e018d8786d1a325df0142138be\\nauthor Anthony Nolan HLA Informatics Group <james.robinson@anthonynolan.org> 1511956203 +0000\\ncommitter GitHub <noreply@github.com> 1511956203 +0000\\n\\nUpdate Manual.md   \n",
+       "316                                                                                                                                                                  tree c958eb6884fcaccc68ba42d8a1d016ca79012614\\nparent ba956c36c7f462445047c9e3ff186c7bc14c3108\\nauthor Anthony Nolan HLA Informatics Group <james.robinson@anthonynolan.org> 1511956315 +0000\\ncommitter GitHub <noreply@github.com> 1511956315 +0000\\n\\nUpdate Manual.md   \n",
+       "317                                                       tree c958eb6884fcaccc68ba42d8a1d016ca79012614\\nparent 7e7f5b2d0b7ea8241b8d5f06657477781c4415a2\\nparent eb55f49c6095fba21b84e56b15e35a3b4d1677ef\\nauthor Anthony Nolan HLA Informatics Group <james.robinson@anthonynolan.org> 1511956372 +0000\\ncommitter GitHub <noreply@github.com> 1511956372 +0000\\n\\nMerge pull request #122 from ANHIG/3300\\n\\nAddition of Manual.MD to Latest   \n",
+       "318                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "319                                                           tree bb7dbad0a4952439e96286f46d0304fbd46ea0c9\\nparent 6551121884cd844b90a95d4a9ca8715326570628\\nparent c23a7bc6bba0269ee6e01572b06ea6483da2813b\\nauthor Anthony Nolan HLA Informatics Group <james.robinson@anthonynolan.org> 1512036258 +0000\\ncommitter GitHub <noreply@github.com> 1512036258 +0000\\n\\nMerge pull request #123 from ANHIG/3300\\n\\nIPD-IMGT/HLA Release 3.30.0   \n",
+       "320                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "321                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "322                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "323                                                           tree 64990e259b1ec9b1bb9aa62ca4b1b41d876d832c\\nparent 687aad1961604b6d46d42c09870d7565c4a6e956\\nparent 8753c19af7238360702ecbd5ac41c415d2721189\\nauthor Anthony Nolan HLA Informatics Group <james.robinson@anthonynolan.org> 1514979368 +0000\\ncommitter GitHub <noreply@github.com> 1514979368 +0000\\n\\nMerge pull request #124 from ANHIG/3300\\n\\nIPD-IMGT/HLA Release 3.30.0   \n",
+       "324                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "325                                                                               tree 643289569ff63977196ebb69592645219aa1b172\\nparent a7e4b0a53425162108bcebbf876b60151b575eee\\nparent f0d17a6dfbdbbb3d65562d674386340b1ae778f9\\nauthor James Robinson <jrob119@users.noreply.github.com> 1515580043 +0000\\ncommitter GitHub <noreply@github.com> 1515580043 +0000\\n\\nMerge pull request #128 from ANHIG/3300\\n\\nIPD-IMGT/HLA Release 3.30.0   \n",
+       "326                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "327                                                                               tree 15fa0f9faa8c2e3c1ed8c256cb10a3dbb0d946d0\\nparent b74bae18f48c092943fbfdc4f959aec1960301dc\\nparent 0434e7ca92456678ce303e0c94af4e36266f1fbd\\nauthor James Robinson <jrob119@users.noreply.github.com> 1516361109 +0000\\ncommitter GitHub <noreply@github.com> 1516361109 +0000\\n\\nMerge pull request #129 from ANHIG/3310\\n\\nIPD-IMGT/HLA Release 3.31.0   \n",
+       "328                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "329                                                                               tree 94da8ced34e6e9630bd67df32f411c2683152e8d\\nparent bad10b1f56257845787573dffd8906545887b9db\\nparent 95387f55b0ffc7a0a858a1bbf162a159a3fb12c6\\nauthor James Robinson <jrob119@users.noreply.github.com> 1516362147 +0000\\ncommitter GitHub <noreply@github.com> 1516362147 +0000\\n\\nMerge pull request #130 from ANHIG/3310\\n\\nIPD-IMGT/HLA Release 3.31.0   \n",
+       "330                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "331                                                                               tree 357fc314b10ac6b9bffc008c814b131d634fe4c7\\nparent a0723d561f4158d10be9f6b11d376122bb657a15\\nparent 4282c60ae637ad863b5ae99ef32393590dd1ef1f\\nauthor James Robinson <jrob119@users.noreply.github.com> 1516375707 +0000\\ncommitter GitHub <noreply@github.com> 1516375707 +0000\\n\\nMerge pull request #131 from ANHIG/3310\\n\\nIPD-IMGT/HLA Release 3.31.0   \n",
+       "332                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "333                                                                               tree 4f5314542aad0ee68b358886e2031a59c46a08db\\nparent 5c40960a1fa5b158ba8c7927e6dbce72d712fd7a\\nparent d2cf3ddfe6861b12eb46e763b5426657ec08fb5e\\nauthor James Robinson <jrob119@users.noreply.github.com> 1516616253 +0000\\ncommitter GitHub <noreply@github.com> 1516616253 +0000\\n\\nMerge pull request #132 from ANHIG/3310\\n\\nIPD-IMGT/HLA Release 3.31.0   \n",
+       "334                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "335                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "336                                                                                                      tree ebcbec4c6ef661001a7106fdc129f6cd488b32b2\\nparent aa861b930fe68121b94cd06c07d3055ce90f4258\\nparent 8d0a251d1fd75d178eac597094d0508f8e1024b9\\nauthor James Robinson <jrob119@users.noreply.github.com> 1518519002 +0000\\ncommitter GitHub <noreply@github.com> 1518519002 +0000\\n\\nMerge pull request #134 from ANHIG/3310\\n\\n3310   \n",
+       "337                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "338                                                                               tree b5db942db4e392f29fcca9c49864a9852919dcfa\\nparent 8d5661e174009c682a8d378c87596a1489925275\\nparent 5fd5136e8c6efd0f35352a138d3bf2b31481266a\\nauthor James Robinson <jrob119@users.noreply.github.com> 1523979504 +0100\\ncommitter GitHub <noreply@github.com> 1523979504 +0100\\n\\nMerge pull request #138 from ANHIG/3320\\n\\nIPD-IMGT/HLA Release 3.32.0   \n",
+       "339                                                                                                                                               tree 0f22b7b5f9a0d59cf1e54caf1e83fc6429be50d5\\nparent 36baa58fcd0fad90852b6e6ae690784eb4cb4b7a\\nauthor James Robinson <jrob119@users.noreply.github.com> 1523979958 +0100\\ncommitter GitHub <noreply@github.com> 1523979958 +0100\\n\\nDelete T_prot.fasta\\n\\nRemoved as HLA-T is a pseudogene   \n",
+       "340                                                                                                                                               tree ea85a98be5fcf67962f9148b40814ef5435288c9\\nparent bcd392034d1a991d3fb179e86f5865c30d41f961\\nauthor James Robinson <jrob119@users.noreply.github.com> 1523979966 +0100\\ncommitter GitHub <noreply@github.com> 1523979966 +0100\\n\\nDelete W_prot.fasta\\n\\nRemoved as HLA-W is a pseudogene   \n",
+       "341                                                                                                                                                    tree 4f4ca0eadf29ca72043c1c237ea10aa3129bbdae\\nparent 88f692665895f67f6da8346afa5d7d8d70833177\\nauthor James Robinson <jrob119@users.noreply.github.com> 1523980020 +0100\\ncommitter GitHub <noreply@github.com> 1523980020 +0100\\n\\nDelete W_prot.pir\\n\\nRemoved as it is a pseudogene   \n",
+       "342                                                                                                                                                    tree e1f3cdee9e11aab075a277212d7578bf0c75babf\\nparent 2dccbfbedf40084f3bb99aa233032c3a5d1bce20\\nauthor James Robinson <jrob119@users.noreply.github.com> 1523980028 +0100\\ncommitter GitHub <noreply@github.com> 1523980028 +0100\\n\\nDelete T_prot.pir\\n\\nRemoved as it is a pseudogene   \n",
+       "343                                                                                                                                                    tree 8ee34ef7dd52e6361a744311ba47b66f3df6cbcb\\nparent eaf4db3e00fcf151ec86c05dc05d13b904359a3c\\nauthor James Robinson <jrob119@users.noreply.github.com> 1523980040 +0100\\ncommitter GitHub <noreply@github.com> 1523980040 +0100\\n\\nDelete W_prot.msf\\n\\nRemoved as it is a pseudogene   \n",
+       "344                                                                                                                                                    tree 06d95c4a6b4a73c53503bac22313de9cf5d96f4e\\nparent 4a2271d6c125d43c72498bac2dc1a73a3a320fcd\\nauthor James Robinson <jrob119@users.noreply.github.com> 1523980050 +0100\\ncommitter GitHub <noreply@github.com> 1523980050 +0100\\n\\nDelete T_prot.msf\\n\\nRemoved as it is a pseudogene   \n",
+       "345                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "346                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "347                                                                                                      tree 61f6d956059636a1f04327988872b8bbbac12d64\\nparent fb3d245c5c449ce3b69990934a404c1ece84901f\\nparent ae24ec929b79de60a9c0da3d2bc78a13b9b0da88\\nauthor James Robinson <jrob119@users.noreply.github.com> 1524062785 +0100\\ncommitter GitHub <noreply@github.com> 1524062785 +0100\\n\\nMerge pull request #139 from ANHIG/3320\\n\\n3320   \n",
+       "348                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "349                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "350                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "351                                                                                                      tree 840f00af732470a7435f965bbf881b557a7e9a4b\\nparent ceec6c83623fc48e31c306c88089891fb89575b0\\nparent b9055382e8c2c30fff6d9de6a0be0265b5abc55f\\nauthor James Robinson <jrob119@users.noreply.github.com> 1524234578 +0100\\ncommitter GitHub <noreply@github.com> 1524234578 +0100\\n\\nMerge pull request #141 from ANHIG/3320\\n\\n3320   \n",
+       "352                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "353                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "354                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "355                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "356                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "357                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "358                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "359                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "360                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "361                                                                                                      tree 9b3efa64f243e958ac0dddff3eea26a1e5096a73\\nparent cf54775bef36c0df39e66317fe86b806d74811a3\\nparent 027c139d2dda9e7bbf29d61af35f513c06a812a6\\nauthor James Robinson <jrob119@users.noreply.github.com> 1524831178 +0100\\ncommitter GitHub <noreply@github.com> 1524831178 +0100\\n\\nMerge pull request #142 from ANHIG/3320\\n\\n3320   \n",
+       "362                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "363                                                                     tree 07bcfef1480c9b0dc09d7ff23a44e8872513aa6d\\nparent 6942db8a0c2abbeb23fdb488721bbb41014923a4\\nparent 58b9841003e927db3fdb503055a22f57cb56a57c\\nauthor James Robinson <jrob119@users.noreply.github.com> 1525430031 +0100\\ncommitter GitHub <noreply@github.com> 1525430031 +0100\\n\\nMerge pull request #144 from ANHIG/3320\\n\\nUpdate to IPD-IMGT/HLA Release 3.32.0   \n",
+       "364                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "365                                                                     tree d84299286555d1be458860820c8b6d0e6ac2369c\\nparent 1e7d4759ce1a7bfb42ddd782272b7fe926c3d04f\\nparent f46dca0809b813e38214d96860da7ea83614e54c\\nauthor James Robinson <jrob119@users.noreply.github.com> 1526657796 +0100\\ncommitter GitHub <noreply@github.com> 1526657796 +0100\\n\\nMerge pull request #145 from ANHIG/3320\\n\\nUpdate to IPD-IMGT/HLA Release 3.32.0   \n",
+       "366                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "367                                           tree 663f953728288e1efc50a81ea54a4f4fcdea7d5e\\nparent ebf0441ac18df985ffda33d62f0f75f78e06d223\\nparent 39309155109aabc9f65ebe96cf6dca3e103b9e10\\nauthor James Robinson <jrob119@users.noreply.github.com> 1526997146 +0100\\ncommitter GitHub <noreply@github.com> 1526997146 +0100\\n\\nMerge pull request #146 from ANHIG/3320\\n\\nUpdate to IPD-IMGT/HLA Release 3.32.0  James Robinson committed   \n",
+       "368                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "369                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "370                                                                                                                                                                                 tree 30c715d5115e55f48a4549da23bfeda974d066e8\\nparent bb2498ccdb4396ed602db544a725793ea0d75d2a\\nauthor James Robinson <jrob119@users.noreply.github.com> 1531309009 +0100\\ncommitter GitHub <noreply@github.com> 1531309009 +0100\\n\\nUpdate change_log.txt   \n",
+       "371                                                                               tree 30c715d5115e55f48a4549da23bfeda974d066e8\\nparent c87a3f615f2cbff3426bfbcd46aa92ea2351f05e\\nparent e923f79e2aaacacdb52de9b149c4a4946163b742\\nauthor James Robinson <jrob119@users.noreply.github.com> 1531309064 +0100\\ncommitter GitHub <noreply@github.com> 1531309064 +0100\\n\\nMerge pull request #148 from ANHIG/3330\\n\\nIPD-IMGT/HLA Release 3.33.0   \n",
+       "372                                                                                                                                                                                  tree 39f7cea8fe6a25f969ddb6a449a07e652d77bd38\\nparent 256afa4865645e3bafc2372cfbd9780e653f535c\\nauthor James Robinson <jrob119@users.noreply.github.com> 1531330210 +0100\\ncommitter GitHub <noreply@github.com> 1531330210 +0100\\n\\nUpdate hla_nom_g.txt   \n",
+       "373                                                                                                                                                                                  tree 39f7cea8fe6a25f969ddb6a449a07e652d77bd38\\nparent e923f79e2aaacacdb52de9b149c4a4946163b742\\nauthor James Robinson <jrob119@users.noreply.github.com> 1531330253 +0100\\ncommitter GitHub <noreply@github.com> 1531330253 +0100\\n\\nUpdate hla_nom_g.txt   \n",
+       "374                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "375                                                                                                      tree 331eeb0ced31a6cc4984ff43662c9d456f22f1b1\\nparent 3e41645a33c1badb690ea9325732398b15bdd305\\nparent fdb4666aac16126e3d851db8343e2d8c573131df\\nauthor James Robinson <jrob119@users.noreply.github.com> 1531389043 +0100\\ncommitter GitHub <noreply@github.com> 1531389043 +0100\\n\\nMerge pull request #149 from ANHIG/3330\\n\\n3330   \n",
+       "376                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "377                                                             tree 4f3fac82bad61561833e469b8be7accc7aaf74ac\\nparent 0c15e44d2c6efbf105d89282cef5ad171db4c131\\nparent 8b002924f8c095ab39fec054b1886adca6452d31\\nauthor James Robinson <jrob119@users.noreply.github.com> 1531747039 +0100\\ncommitter GitHub <noreply@github.com> 1531747039 +0100\\n\\nMerge pull request #152 from ANHIG/3330\\n\\nUpdate to hla.dat and Class I Text Alignment.   \n",
+       "378                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "379                                                                                    tree 11224c69febf5a614671f590ef020ab812bf282c\\nparent c2f4740643ccf3c23b3be1145a1665944fcffbc6\\nparent 3b1848614de19ad87a66436350f5a3161ee61188\\nauthor James Robinson <jrob119@users.noreply.github.com> 1533031165 -0500\\ncommitter GitHub <noreply@github.com> 1533031165 -0500\\n\\nMerge pull request #157 from ANHIG/3330\\n\\nCorrections to hla.xml   \n",
+       "380                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "381                                                                                                                                                 tree 488260063bfe02807faa610cb49a94f55c288b45\\nparent f2b32a8dbc4d3cbc22e899619e3e88e24ec4541e\\nauthor James Robinson <jrob119@users.noreply.github.com> 1536231894 +0100\\ncommitter GitHub <noreply@github.com> 1536231894 +0100\\n\\nUpdate Deleted_alleles.txt\\n\\nErroneous comma removed   \n",
+       "382                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "383                                                                               tree dd07d1c55be033a24645d2da927a9cfb3abf2f37\\nparent 0fb005a2a7da21b0a44670969e57b2cef883fea2\\nparent 589fec138a6544295f0b146d0da8c24735910bfb\\nauthor James Robinson <jrob119@users.noreply.github.com> 1539767748 +0100\\ncommitter GitHub <noreply@github.com> 1539767748 +0100\\n\\nMerge pull request #162 from ANHIG/3340\\n\\nIPD-IMGT/HLA Release 3.34.0   \n",
+       "384                                                                                                                                                                                      tree c948e2d6d19019fc97204be20612b0878cdd0161\\nparent 2a0214a4cf92aa2b145b3b6a29fe234ea5649c27\\nauthor James Robinson <jrob119@users.noreply.github.com> 1539767858 +0100\\ncommitter GitHub <noreply@github.com> 1539767858 +0100\\n\\nUpdate README.md   \n",
+       "385                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "386                                                               tree 0f9576aa4adb537d44adbf3609305706b2ae8f30\\nparent 5edcf73549d1f462932c4fbb9416e911665bca15\\nparent 2d282c36c2005a11e9d3151daaaaf7e4ca5acfb9\\nauthor James Robinson <jrob119@users.noreply.github.com> 1539875434 +0100\\ncommitter GitHub <noreply@github.com> 1539875434 +0100\\n\\nMerge pull request #164 from ANHIG/3340\\n\\nUpdate to DQB1*05:02:01:04 in DQB1_prot.txt   \n",
+       "387                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "388                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "389                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "390                                                                                                      tree 05fb3c207f4bf377955c3c2e24c80619e10fb2cd\\nparent 7b429b8c8ce7347ec86cb01b0dfc2f553ebe8f48\\nparent f2472aaf572658757a7fc2b0132fcc85fbfe02c1\\nauthor James Robinson <jrob119@users.noreply.github.com> 1541503830 +0000\\ncommitter GitHub <noreply@github.com> 1541503830 +0000\\n\\nMerge pull request #165 from ANHIG/3340\\n\\n3340   \n",
+       "391                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "392                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "393                                                                                                                                                                        tree b0a5e25c1afedf0e85b0d8ca5309cb9198f0b5e7\\nparent 80b19dd75cfc5144df45b7ed9b69ae237895b3ee\\nauthor James Robinson <jrob119@users.noreply.github.com> 1548246268 +0000\\ncommitter GitHub <noreply@github.com> 1548246268 +0000\\n\\nDelete Alignments_Rel_3340.zip   \n",
+       "394                                                                                                                                                                                      tree 7a04111a4d6f1fd2b78eaacdbf0a4e17ad7af29c\\nparent 58d5dbb01d59bb01bf52a54ee916de0502e3795e\\nauthor James Robinson <jrob119@users.noreply.github.com> 1548246749 +0000\\ncommitter GitHub <noreply@github.com> 1548246749 +0000\\n\\nUpdate README.md   \n",
+       "395                                                                                                                                                                                      tree c866b1ade1df61f15c70cc2f1d715e67a107062b\\nparent bc5afbccfcab83e753302e06c9f4c9c232992646\\nauthor James Robinson <jrob119@users.noreply.github.com> 1548246832 +0000\\ncommitter GitHub <noreply@github.com> 1548246832 +0000\\n\\nUpdate README.md   \n",
+       "396                                                                                                      tree c866b1ade1df61f15c70cc2f1d715e67a107062b\\nparent 440678154494d8efd6d3fc4fe1c225b8fab3b25b\\nparent 2841da4de8bad88fdcff4f711d188eca731320e4\\nauthor James Robinson <jrob119@users.noreply.github.com> 1548246916 +0000\\ncommitter GitHub <noreply@github.com> 1548246916 +0000\\n\\nMerge pull request #167 from ANHIG/3350\\n\\n3350   \n",
+       "397                                                                                                                                                                                      tree db982c3210a8b9dc2d31a5bccfdd2d7aced5f686\\nparent 99547568f22e486a758db0df41c27bd7a0a4abe0\\nauthor James Robinson <jrob119@users.noreply.github.com> 1548261789 +0000\\ncommitter GitHub <noreply@github.com> 1548261789 +0000\\n\\nUpdate README.md   \n",
+       "398                                                                                                                                                                                      tree 75b1a782874208273856adff1f782d13d4acef8c\\nparent cd579d7ed59cc01e5b1d5230543b552e1afe55ce\\nauthor James Robinson <jrob119@users.noreply.github.com> 1548324784 +0000\\ncommitter GitHub <noreply@github.com> 1548324784 +0000\\n\\nUpdate README.md   \n",
+       "399                                                                                                                                                                                      tree 54e46cb91a8843722fd011c1a389b76fab41894d\\nparent 472b541958e2f8755dd72bf8601404c3fb035115\\nauthor James Robinson <jrob119@users.noreply.github.com> 1548324801 +0000\\ncommitter GitHub <noreply@github.com> 1548324801 +0000\\n\\nUpdate README.md   \n",
+       "400                                                                                                                                                                                           tree 94b0f747fe17635551fc419947b2ada0dacec9e9\\nparent b242db2010c8b5ed5f22ba89c3132da225fc5fa2\\nauthor James Robinson <jrob119@users.noreply.github.com> 1548328324 +0000\\ncommitter GitHub <noreply@github.com> 1548328324 +0000\\n\\nCreate temp   \n",
+       "401                                                                                                                                                                                           tree 54e46cb91a8843722fd011c1a389b76fab41894d\\nparent 25e45be1413ac507192852914d3aeb808834c08d\\nauthor James Robinson <jrob119@users.noreply.github.com> 1548328379 +0000\\ncommitter GitHub <noreply@github.com> 1548328379 +0000\\n\\nDelete temp   \n",
+       "402                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "403                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "404                                                                                                      tree 3b2f589d480765e4ec373adc7a04720336084c62\\nparent f4cee99def7786ecdc76093de36441a22e1d2744\\nparent 1647233ff5acfd74579e079bcc0bd33aa67d0344\\nauthor James Robinson <jrob119@users.noreply.github.com> 1548332862 +0000\\ncommitter GitHub <noreply@github.com> 1548332862 +0000\\n\\nMerge pull request #168 from ANHIG/3350\\n\\n3350   \n",
+       "405                                                                                                                                     tree 5c53f566af1f04d633119f18f6d9255e7f1567a5\\nparent 283c47387dbc9ef10de816a5a7069edc194ec215\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1548669270 +0000\\ncommitter GitHub <noreply@github.com> 1548669270 +0000\\n\\nCorrection of C*03:99:02 name change to C*01:15   \n",
+       "406                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "407                                                                                                                                                                                    tree d9a21bf4be7494cb9fe2463f5c6a07231857ee74\\nparent 86598fb3a4a8f0e99dcacadd9dab1ef25fec23ba\\nauthor James Robinson <jrob119@users.noreply.github.com> 1548782459 -0800\\ncommitter GitHub <noreply@github.com> 1548782459 -0800\\n\\nDelete hla_nom.txt   \n",
+       "408                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "409                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "410                                                                                                                                                                                      tree 4bb0336ea0cb03bd6de0e4361027daddcfbc4068\\nparent 154bc94f928f5e4c20ddb9dff112de36b4f2086a\\nauthor James Robinson <jrob119@users.noreply.github.com> 1555491615 +0100\\ncommitter GitHub <noreply@github.com> 1555491615 +0100\\n\\nUpdate README.md   \n",
+       "411                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "412                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "413                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "414                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "415                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "416                                                                                                                                                                                 tree dbe8b20b4a3439c7a60dd446d212d892b1e82823\\nparent 1b9b17a14e9c070b64b9d55b288b68745fa3a49c\\nauthor James Robinson <jrob119@users.noreply.github.com> 1555492166 +0100\\ncommitter GitHub <noreply@github.com> 1555492166 +0100\\n\\nDelete .gitattributes   \n",
+       "417                                                                                                      tree dbe8b20b4a3439c7a60dd446d212d892b1e82823\\nparent 252d7c5dc9d2f7671447fd11fe6bb004c438f34b\\nparent bf673b4a4f42415317b116ef71552a75d15974c7\\nauthor James Robinson <jrob119@users.noreply.github.com> 1555492257 +0100\\ncommitter GitHub <noreply@github.com> 1555492257 +0100\\n\\nMerge pull request #174 from ANHIG/3360\\n\\n3360   \n",
+       "418                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "419                                                                                                                                                                                 tree 82554eb5c6daa1270a2741ca9a652f8fdac3740d\\nparent af8f6da4c921a2a5d5d392f550edba5003bcd65a\\nauthor James Robinson <jrob119@users.noreply.github.com> 1555493022 +0100\\ncommitter GitHub <noreply@github.com> 1555493022 +0100\\n\\nDelete .gitattributes   \n",
+       "420                                                                                                      tree 82554eb5c6daa1270a2741ca9a652f8fdac3740d\\nparent 4052371f8d68dc662d8c5b07377d9aebcfccc0b9\\nparent ffddb088051b8b0b0de0e9956613e31f88b2fe64\\nauthor James Robinson <jrob119@users.noreply.github.com> 1555493125 +0100\\ncommitter GitHub <noreply@github.com> 1555493125 +0100\\n\\nMerge pull request #175 from ANHIG/3360\\n\\n3360   \n",
+       "421                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "422                                                             tree db74e17c38212ed4c756c2907397e2e9be4bd203\\nparent 59c7309f45fd1973beba192c429073b8469b5766\\nparent 61daadbf669adf36fe353b4d6487acae57268715\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1555576381 +0100\\ncommitter GitHub <noreply@github.com> 1555576381 +0100\\n\\nMerge pull request #176 from ANHIG/3360\\n\\nIPD-IMGT/HLA Release 3.36.0   \n",
+       "423                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "424                                               tree 9ddd5541827e0ba201af8e3d222ec8dc4001ec38\\nparent 0f20a34eb36af52fd2e5877f0d532a2d7196f3f6\\nparent 67ad77c3759b8ce339c7f72e45dc69e112346530\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1555578843 +0100\\ncommitter GitHub <noreply@github.com> 1555578843 +0100\\n\\nMerge pull request #177 from ANHIG/3360\\n\\nUpdated protein alignment for MICA*029:02   \n",
+       "425                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "426                                                          tree 7d9a09fce42bd40cee6569fceb7aed79451bd8cf\\nparent 730872d14dae5650a1cf69e9110d00af523235f4\\nparent 6c01806964b5fd841d9e76290bb2b67a9a2014fc\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1556012002 +0100\\ncommitter GitHub <noreply@github.com> 1556012002 +0100\\n\\nMerge pull request #178 from ANHIG/3360\\n\\nUpdate to C Genomic alignments   \n",
+       "427                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "428                                                      tree 5ab36c323399e2d4708bdfb6bd34a11017ff9b4d\\nparent 58d50a620c610b4c4bc224dbcd30fbcb6d0eed3f\\nparent 1bc1e29a8e819a698b1b88f443d908f834bb82b7\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1557751963 +0100\\ncommitter GitHub <noreply@github.com> 1557751963 +0100\\n\\nMerge pull request #180 from ANHIG/3360\\n\\nUpdates to hla.xml and hla_nom.txt   \n",
+       "429                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "430                                 tree 8d50d813264371a9f946d97c6ed449a5c0da4ea7\\nparent 293b0e1f740595ef2ae765e0f70c64a92c53e054\\nparent e463a9f13ff8ab78c4df42c6af9fdc77e84ef8eb\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1559834105 +0100\\ncommitter GitHub <noreply@github.com> 1559834105 +0100\\n\\nMerge pull request #181 from ANHIG/3360\\n\\nAddition of DRB1*01:02:01:02 to alignments/DRB1_gen.txt   \n",
+       "431                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "432                                                                                                                                                      tree 63021d7639200d379202a85ae6bb864da321deac\\nparent 9656fba11d0cb9a3dcf28eb8615337f85b5f65c1\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1562246125 +0100\\ncommitter GitHub <noreply@github.com> 1562246125 +0100\\n\\nDelete Alignments_Rel_3360.zip   \n",
+       "433                                                                                    tree 63021d7639200d379202a85ae6bb864da321deac\\nparent d557b80c2db149dc50e2163abe30635c32faa971\\nparent 431b4b6434f318354426ee02a49616b998e8cc68\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1562246160 +0100\\ncommitter GitHub <noreply@github.com> 1562246160 +0100\\n\\nMerge pull request #182 from ANHIG/3370\\n\\n3370   \n",
+       "434                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "435                        tree ac67d51a238334a112fa7c3ad492ded8bda80594\\nparent 887434edaeec2f4161fdc1642dab4d07e55f23c8\\nparent 0d3a6c5423405678431f647444cbefb72626210b\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1562577190 +0100\\ncommitter GitHub <noreply@github.com> 1562577190 +0100\\n\\nMerge pull request #184 from ANHIG/3370\\n\\nUpload of hla.dat file for 3.37.0 which did not upload correctly   \n",
+       "436                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "437                                                                        tree e59d6073d90f72f9175ba56bd4d8bce54ac6a8b5\\nparent fef5db5ec9c98b47c487f92b714ffbe05abc03cf\\nparent ba884d04072b9b74763294c05fecffe465056590\\nauthor James Robinson <jrob119@users.noreply.github.com> 1563807312 -0400\\ncommitter GitHub <noreply@github.com> 1563807312 -0400\\n\\nMerge pull request #188 from ANHIG/3370\\n\\nUpdate to C*07:726:01G Designation   \n",
+       "438                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "439                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "440                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "441                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "442                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "443                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "444                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "445                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "446                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "447                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "448             tree d0191614ee279cb393550c5dd16a0cab46d723c8\\nparent 40cf2ffd9d1eebaea3a23fd69a0c9ddee2b26168\\nparent 96e477a681d939a64af04440ee682a2d0f6be365\\nauthor James Robinson <jrob119@users.noreply.github.com> 1570199456 +0100\\ncommitter GitHub <noreply@github.com> 1570199456 +0100\\n\\nMerge pull request #193 from ANHIG/3370\\n\\nCorrection of TAP protein text alignment numbering and HLA-DPB1 KW and gene labels in hla.dat   \n",
+       "449                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "450                                                             tree b3506f1397f949860a0b76aa0e41155c343e0129\\nparent 0d06063abf79210210b95887714630740210e26a\\nparent 01588fbf4c5636142fe8d33980a3edab2b023e9d\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1571309274 +0100\\ncommitter GitHub <noreply@github.com> 1571309274 +0100\\n\\nMerge pull request #195 from ANHIG/3380\\n\\nIPD-IMGT/HLA Release 3.38.0   \n",
+       "451                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "452                                                             tree 07c88eec6885139ad3492d661c562aa99624fad7\\nparent 475cfe27e43194a6d38915e4110dfc5be1b12935\\nparent fb025d76e2509be704b4b738e4ac5f83e511aea3\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1571325253 +0100\\ncommitter GitHub <noreply@github.com> 1571325253 +0100\\n\\nMerge pull request #196 from ANHIG/3380\\n\\nIPD-IMGT/HLA Release 3.38.0   \n",
+       "453                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "454                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "455                                                             tree 2012a32d239bc8cb4389fd21971b42598dd09ad8\\nparent 2a61062a54d8491751fc7d8eaed23e8bbf4e3830\\nparent 788e9d8a3e8db9606824d2d52646bd91902f03a9\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1571394114 +0100\\ncommitter GitHub <noreply@github.com> 1571394114 +0100\\n\\nMerge pull request #197 from ANHIG/3380\\n\\nIPD-IMGT/HLA Release 3.38.0   \n",
+       "456                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "457                  tree d3c927eb8a4a574e3f55fdb1e1672992ce93fcad\\nparent c259def486334fc9f7610d6ecb1d22c7fd92507d\\nparent b46aec85945ed773eff0445db3b0940f4469d028\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1572351897 +0000\\ncommitter GitHub <noreply@github.com> 1572351897 +0000\\n\\nMerge pull request #199 from ANHIG/3380\\n\\nRemoval of tab character from first line of hla.xml and conversion of…   \n",
+       "458                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "459                                                    tree bfa06800e79c90548a1570c6dbd720ee675d4c59\\nparent d5e7b34526886c7f5a3291b132b3c80ce55640cb\\nparent 9ab5d76764617e43c840fbe187b7c3173682d94c\\nauthor James Robinson <jrob119@users.noreply.github.com> 1572964420 +0000\\ncommitter GitHub <noreply@github.com> 1572964420 +0000\\n\\nMerge pull request #203 from ANHIG/3380\\n\\nRemoval of N from G group name for C*07:726:01G in xml   \n",
+       "460                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "461                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "462                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "463                           tree 572a3581db57ddc8f48c0f6f36a18db33b72ba68\\nparent 3e8bb627774ad62a765fb7826bef8b8d3efc82b8\\nparent 054dac767e3513fed7ced0639fc67dd371b4bd28\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1574074338 +0000\\ncommitter GitHub <noreply@github.com> 1574074338 +0000\\n\\nMerge pull request #204 from ANHIG/3380\\n\\nLower case base 't' in gen files for B*07:14 corrected to 'T'   \n",
+       "464                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "465                                                             tree a3d5029fd9a9569fbc58f59d19c355ddd74de93f\\nparent b67c8cee9f317b9aab7ca3a9478813183c77e16f\\nparent 48caa202c941b79a1868311cd2bc2dbf45889aea\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1579529382 +0000\\ncommitter GitHub <noreply@github.com> 1579529382 +0000\\n\\nMerge pull request #207 from ANHIG/3390\\n\\nIPD-IMGT/HLA Release 3.39.0   \n",
+       "466                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "467  tree ae6b4286aecfb2fe61978464aa4f7cd556c57101\\nparent d89e87e2eb0296a353cd880d47773307d949ad02\\nparent bd4562b0edc5b02a22b8a588568e04f0362d8220\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1579689673 +0000\\ncommitter GitHub <noreply@github.com> 1579689673 +0000\\n\\nMerge pull request #208 from ANHIG/3390\\n\\nUpdated alignment for MICA*012:03 to include spacing present in other MICA*012 alleles   \n",
+       "468                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "469                                            tree 6128a9e53c986b6efbbc23631c222296e743bc19\\nparent a19f887adf8ddf4c61c1af803d46bbd35643516a\\nparent e05a5c42d89815626d4a272d3283e2bd86f5fc66\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1579689995 +0000\\ncommitter GitHub <noreply@github.com> 1579689995 +0000\\n\\nMerge pull request #209 from ANHIG/3390\\n\\nUpdate to C*12:139Q moving defined serology    \n",
+       "470                                                                                                                                          tree a61d33a9b07d1d94b9ca03419ccb227f99edd222\\nparent e7537add911efbf8890b126d3639c0560fe03827\\nauthor James Robinson <jrob119@users.noreply.github.com> 1579690347 +0000\\ncommitter GitHub <noreply@github.com> 1579690347 +0000\\n\\nUpdate README.md\\n\\nCorrected formatting of lists of fields.   \n",
+       "471                                                                                                                                                                                      tree f21f46c1f1a0cc886d33cd46afcb8fb299a552b1\\nparent 0bfff70fe8ca504abaf8637ccd4ecc752e9717e9\\nauthor James Robinson <jrob119@users.noreply.github.com> 1579690446 +0000\\ncommitter GitHub <noreply@github.com> 1579690446 +0000\\n\\nUpdate README.md   \n",
+       "472                                                                                                                                                                                      tree f21f46c1f1a0cc886d33cd46afcb8fb299a552b1\\nparent e05a5c42d89815626d4a272d3283e2bd86f5fc66\\nauthor James Robinson <jrob119@users.noreply.github.com> 1579690955 +0000\\ncommitter GitHub <noreply@github.com> 1579690955 +0000\\n\\nUpdate README.md   \n",
+       "473                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "474                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "475                                                                                    tree e7a31e33069c63582f072c4748298830fdd6bcd5\\nparent a9f619032ea68c561e39a9ea3fe4358543356a92\\nparent b25532e27dabf40752a2687c6b14c7e521addf4d\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1579692753 +0000\\ncommitter GitHub <noreply@github.com> 1579692753 +0000\\n\\nMerge pull request #210 from ANHIG/3390\\n\\n3390   \n",
+       "476                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "477                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "478                                                                                    tree c77e55c01bf520f10a55bc8b10ca613660078418\\nparent 72911607eb497585b8e56d906d0794c99f888e7c\\nparent b23d7db0eebbf52d510780cefb6e09f83de70581\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1579773860 +0000\\ncommitter GitHub <noreply@github.com> 1579773860 +0000\\n\\nMerge pull request #212 from ANHIG/3390\\n\\n3390   \n",
+       "479                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "480                                 tree 1fc91e54a136014db8274ad0b74d0a641e048113\\nparent e5e80a1f24de819be3be7d0b2661b6eb5f0917ab\\nparent 0d5afcde672cf0472d5f02f4705dd8d31c32eb01\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1579774750 +0000\\ncommitter GitHub <noreply@github.com> 1579774750 +0000\\n\\nMerge pull request #213 from ANHIG/3390\\n\\nRemoval of HLA- prefix for MICA/MICB alleles in hla.xml   \n",
+       "481                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "482                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "483                                                                                    tree 62c1ac817034984f4334fa14e6694c7a4c51cc87\\nparent 933b99c3cbf59d96086e272189e9f885684c3a3c\\nparent e5af6aaf8ce3d052cab09bcda8f45c8efafeaeb4\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1580727285 +0000\\ncommitter GitHub <noreply@github.com> 1580727285 +0000\\n\\nMerge pull request #214 from ANHIG/3390\\n\\n3390   \n",
+       "484                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "485                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "486                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "487                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "488                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "489                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "490                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "491                                                                                                      tree 9f20ea61cdd4e576ffcd87ed44ec4592829d1d6f\\nparent 3bef58fa463f149dba9bbe39ce5998dc309775b1\\nparent aa665c92a1e8a83795a769b2df05ea523230a6ea\\nauthor James Robinson <jrob119@users.noreply.github.com> 1587549990 +0100\\ncommitter GitHub <noreply@github.com> 1587549990 +0100\\n\\nMerge pull request #216 from ANHIG/3400\\n\\n3400   \n",
+       "492                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "493                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "494                                                                                    tree ec625bca664566b3a650c7a92c052f6cefd200ef\\nparent 33114538c5c04a541b79c07b9eab13e7f4688776\\nparent 04b174de7519eba544de546c8da83605b2d67695\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1587555439 +0100\\ncommitter GitHub <noreply@github.com> 1587555439 +0100\\n\\nMerge pull request #217 from ANHIG/3400\\n\\n3400   \n",
+       "495                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "496                            tree 833ed0e95fe16e7dbd9aee10e67f2327715d6623\\nparent 313fa941c27dc80c8be643e559a57fa9a61b5c81\\nparent 776bfa37573cd955f2a65b153c2a4a9da135ccf3\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1588249169 +0100\\ncommitter GitHub <noreply@github.com> 1588249169 +0100\\n\\nMerge pull request #219 from ANHIG/3400\\n\\nRemoval of invalid expression characters from G and P groups   \n",
+       "497                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "498                                                                                 tree 477b1f2a6a2d6d0da3c053803a3b115ac88e6143\\nparent 7fc318a21ee5e61b20b67713da83f53f170fa8c9\\nparent 84b22ea27bf990f8863509d5a808f221d211fbbd\\nauthor James Robinson <jrob119@users.noreply.github.com> 1591006789 +0100\\ncommitter GitHub <noreply@github.com> 1591006789 +0100\\n\\nMerge pull request #221 from ANHIG/3400\\n\\nRestored missing xsd file   \n",
+       "499                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "500                                                             tree 5f05c318fcda4b01b7212902e2f8c29cfde8497c\\nparent 28392d448b1ed1b928e0e47c79655dd8ab451a87\\nparent a3b490b6e73aaf6cf8f936f8ef77180bae8fa0e7\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1594651898 +0100\\ncommitter GitHub <noreply@github.com> 1594651898 +0100\\n\\nMerge pull request #222 from ANHIG/3410\\n\\nIPD-IMGT/HLA Release 3.41.0   \n",
+       "501                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "502                                                   tree e7c7b0ef8fcfc88c205c2fe76ee390060ea69ab0\\nparent 0c88bb6bd32c7d2bdf91d28a2df092f20a7ac34a\\nparent 19d69647f9abfa71c99eb9db5c38006af993864e\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1594731795 +0100\\ncommitter GitHub <noreply@github.com> 1594731795 +0100\\n\\nMerge pull request #224 from ANHIG/3410\\n\\nCorrected header for dpb_tce.csv file   \n",
+       "503                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "504                                              tree 27824699e7ccee6180b4d21ca9c152315648ec5a\\nparent 408f46b67f28e31941e8b5f0fc30fcf6c3453936\\nparent 17fd07eda35d5224aa199c8b75a187676e59f4f8\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1594739819 +0100\\ncommitter GitHub <noreply@github.com> 1594739819 +0100\\n\\nMerge pull request #226 from ANHIG/3410\\n\\nRemoval of invalid characters from hla.xml   \n",
+       "505                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "506                                         tree edbdad3d30b41391b3514cdc4a22055242efba09\\nparent 8a1c83d5eaaa9128aac546659d0cc97602bb7a10\\nparent a48af996cb97f811d37735f251903ece2b08cbfc\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1594976463 +0100\\ncommitter GitHub <noreply@github.com> 1594976463 +0100\\n\\nMerge pull request #227 from ANHIG/3410\\n\\nCorrection of C*01:02:04 in fasta/hla_nuc.fasta   \n",
+       "507                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "508                                            tree fcb040059ff102db277ab13e0d43788434de87e8\\nparent 318d9bf94836219690597e8f3f88d6e544008903\\nparent 09f5ae780a2907e61ad8d04555cb4a07c45ba2d7\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1596101600 +0100\\ncommitter GitHub <noreply@github.com> 1596101600 +0100\\n\\nMerge pull request #228 from ANHIG/3410\\n\\nCorrected serology for E*01:114 and E*01:115   \n",
+       "509                                                                        tree fcb040059ff102db277ab13e0d43788434de87e8\\nparent 09f5ae780a2907e61ad8d04555cb4a07c45ba2d7\\nparent 7ca733b18edab1fc837a34e3764b7d55e8dc93b0\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1599478290 +0100\\ncommitter GitHub <noreply@github.com> 1599478290 +0100\\n\\nMerge pull request #230 from ANHIG/Latest\\n\\nLatest to 3410   \n",
+       "510                                               tree fcb040059ff102db277ab13e0d43788434de87e8\\nparent 7ca733b18edab1fc837a34e3764b7d55e8dc93b0\\nparent 145561f6c5c7a3e6a4a07366457eb3a1edcf2200\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1599478473 +0100\\ncommitter GitHub <noreply@github.com> 1599478473 +0100\\n\\nMerge pull request #231 from ANHIG/3410\\n\\nMerge pull request #230 from ANHIG/Latest   \n",
+       "511                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "512                                                                tree ee869878737f1d205c3052842d3586a768c39b45\\nparent 60c4ea7496d1133d7f3e146aea13f48c42c50f34\\nparent 48e676dd09433ba9181d31db3c938b68cbc2c194\\nauthor James Robinson <jrob119@users.noreply.github.com> 1599484915 +0100\\ncommitter GitHub <noreply@github.com> 1599484915 +0100\\n\\nMerge pull request #232 from ANHIG/3410\\n\\nChanges for missing MICA genomic sequences   \n",
+       "513                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "514                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "515                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "516                                                                                    tree 81d714a27ee6e5b9d8d31b2fe8bd05202ee8030f\\nparent ea1a723bdac5652aa6407361fd05e814f3a51401\\nparent a192c306215ff6657c46c06ac3d8e44fa8b0c237\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1599486008 +0100\\ncommitter GitHub <noreply@github.com> 1599486008 +0100\\n\\nMerge pull request #233 from ANHIG/3410\\n\\n3410   \n",
+       "517                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "518                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "519                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "520                                    tree 709fd87a711d526ffa77049d96d88bac05c774fa\\nparent 92f2221eac44170043965bf8c2f9abfbe8a3d6fe\\nparent 432ebf6dddf39319f93a984938d160f5fdd86b02\\nauthor James Robinson <jrob119@users.noreply.github.com> 1599834724 +0100\\ncommitter GitHub <noreply@github.com> 1599834724 +0100\\n\\nMerge pull request #234 from ANHIG/3410\\n\\nCorrections to feature coordinates of DRB pseudogenes in hla.dat and …   \n",
+       "521                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "522                                                             tree bad765a6de468421b3eb60fa0b2c3ef138ffa316\\nparent c40a48a903d50116e537c135e6f852900341dbf8\\nparent 59ed1d6dffcc2787bf974f4ea69092a9072cc184\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1602773033 +0100\\ncommitter GitHub <noreply@github.com> 1602773033 +0100\\n\\nMerge pull request #236 from ANHIG/3420\\n\\nIPD-IMGT/HLA Release 3.42.0   \n",
+       "523                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "524                                          tree c639bb7d852762d0329a9ff5eb2932ff1a8ee404\\nparent 596a5e28098a9b937e947cba3dbf2a4ea866a886\\nparent 46a38e4abbd2392c57350f023b5c855070e44cf7\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1602829330 +0100\\ncommitter GitHub <noreply@github.com> 1602829330 +0100\\n\\nMerge pull request #237 from ANHIG/3420\\n\\nCorrections to hla_nom.txt and rel_dna_ser.txt   \n",
+       "525                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "526                              tree d90b0e5ad9bd236290ad53d14012d47bdb3eb198\\nparent dc54b50015fcfbb49528748520e0d7f2b2ff2e08\\nparent 9ad7336fb1b7b6307310efb0308f6f7362133e8c\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1603465851 +0100\\ncommitter GitHub <noreply@github.com> 1603465851 +0100\\n\\nMerge pull request #239 from ANHIG/3420\\n\\nRemoval of duplicate DRB1*01:01:01:01 entries from hla.xml   \n",
+       "527                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "528                         tree 2bc63de53394800052a040a4c791223486881ec2\\nparent ee5934b4ff020fe21cf59e51ae78f623fed259c0\\nparent c436780fea7228df63f493451531be6fd448854e\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1604936338 +0000\\ncommitter GitHub <noreply@github.com> 1604936338 +0000\\n\\nMerge pull request #241 from ANHIG/3420\\n\\nRemoval of expression characters from G and P groups in hla.xml   \n",
+       "529                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "530                                          tree 4d3db4e3ca478ec58f68e29f4c2550debd5b287d\\nparent 98d47fb0511e0b19b087c29a8464e773106334a8\\nparent d6c74bdb8f18dc13086d95ff3072af1422b61889\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1604936689 +0000\\ncommitter GitHub <noreply@github.com> 1604936689 +0000\\n\\nMerge pull request #242 from ANHIG/3420\\n\\nUpdate to release_verison.txt and md5checksums   \n",
+       "531                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "532                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "533                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "534                                                                                        tree 418496a0c6136a95543c9cd34fd96e6ba182d574\\nparent e435af939c4a776f9cb9309e761a46cbd0043b61\\nparent 41b3364db96b56b6dd596d776385657e9f2d96a2\\nauthor James Robinson <jrob119@users.noreply.github.com> 1607511571 +0000\\ncommitter GitHub <noreply@github.com> 1607511571 +0000\\n\\nMerge pull request #244 from ANHIG/3420\\n\\nUpdate dpb_tce.csv   \n",
+       "535                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "536                                                    tree e23a616abe415801d3d74851f746b4782a6322a1\\nparent 7486e3f8276e3a8495d2b154495d7a8fa30e57c0\\nparent 5ef0d330953fba1889653b120bdf50d22cc571a7\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1608117386 +0000\\ncommitter GitHub <noreply@github.com> 1608117386 +0000\\n\\nMerge pull request #247 from ANHIG/3420\\n\\nUpload of hla.xsd and hla_ambigs.xsd   \n",
+       "537                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "538                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "539                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "540                                                                                        tree e84c4b41ca146f946001687b463bfe0af1776267\\nparent c5468c985964935bd9600f8e20380e31be449e2b\\nparent e9eb52c8016d15233e9c70537d830181bc28fec5\\nauthor James Robinson <jrob119@users.noreply.github.com> 1608118786 +0000\\ncommitter GitHub <noreply@github.com> 1608118786 +0000\\n\\nMerge pull request #248 from ANHIG/3420\\n\\nUpdate hla.xml.zip   \n",
+       "541                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "542                                                                                                                                                                                      tree 8327a0e16ac34139239dde70f5ee53d6cbcdc222\\nparent 441eeff3a9fca4934fc9cf54e2e4a914bb43ef10\\nauthor James Robinson <jrob119@users.noreply.github.com> 1610982145 +0000\\ncommitter GitHub <noreply@github.com> 1610982145 +0000\\n\\nUpdate README.md   \n",
+       "543                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "544                                                                                    tree 0af0372f917fb1a207d5e335f57bcfbd4765e34f\\nparent a02389393dbd06e2e936d7d2438ef7e48fb969d9\\nparent 7a7d58ec828e8295dd4011f4f460f961a2b4428a\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1610987484 +0000\\ncommitter GitHub <noreply@github.com> 1610987484 +0000\\n\\nMerge pull request #250 from ANHIG/3430\\n\\n3430   \n",
+       "545                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "546                                                             tree 268cb3b7c0c569a22d0576ae3258ce1fcf83e8f8\\nparent 4ec1022d2645f3c2e5018971473710d568078eae\\nparent 03ded64be9b290287ab0101891ca6f338861c2fe\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1611057378 +0000\\ncommitter GitHub <noreply@github.com> 1611057378 +0000\\n\\nMerge pull request #251 from ANHIG/3430\\n\\nIPD-IMGT/HLA Release 3.43.0   \n",
+       "547                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "548                                             tree ff02ff518cac66aae7b5a2a11c47a1faa71b0b4c\\nparent cee977d8d1ca2d1f03f384e53227d56e5143b6fb\\nparent 25c04ea1f8bc4a9915417998310a563bdbb48115\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1611075477 +0000\\ncommitter GitHub <noreply@github.com> 1611075477 +0000\\n\\nMerge pull request #252 from ANHIG/3430\\n\\nCorrect to P group allocation for B*51:329Q   \n",
+       "549                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "550                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "551                                                                     tree 3d16225d6ee0c564ff5ad163feebd053f910b44b\\nparent 6305b6c83d61553d3606905f7b41a0cb99f92f0d\\nparent 2fdc68adf24ec02e28fba5657c7f31c1373491d2\\nauthor James Robinson <jrob119@users.noreply.github.com> 1612370314 +0000\\ncommitter GitHub <noreply@github.com> 1612370314 +0000\\n\\nMerge pull request #254 from ANHIG/3430\\n\\nP, G group name patch and other fixes   \n",
+       "552                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "553                                                                                        tree e4abe7afa968cef486eea66649f7de2cd122dd70\\nparent 0fe7efb1a6217accb8d53cbb17a633f406459fbb\\nparent 5df8b7ecec0e249df5485dd622efed8b35758540\\nauthor James Robinson <jrob119@users.noreply.github.com> 1612443918 +0000\\ncommitter GitHub <noreply@github.com> 1612443918 +0000\\n\\nMerge pull request #256 from ANHIG/3430\\n\\nUpdate hla.xml.zip   \n",
+       "554                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "555                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "556                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "557                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "558                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "559                  tree e9d53f77bc50482a40e2aaf00aa3e7d9f0ac670e\\nparent 3182e0793150de4ffb34da2774991cb24e49a191\\nparent a65fcca04e51ba8a9d48d2ee676be1de7ff01746\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1613575204 +0000\\ncommitter GitHub <noreply@github.com> 1613575204 +0000\\n\\nMerge pull request #258 from ANHIG/3430\\n\\nCorrection of release version in hla.xml and hla_ciwd.xml and additio…   \n",
+       "560                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "561                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "562                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "563                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "564                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "565                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "566                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "567                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "568                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "569                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "570                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "571                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "572                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "573                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "574                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "575                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "576                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "577                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "578                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "579                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "580                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "581                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "582                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "583                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "584                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "585                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "586                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "587                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "588                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "589                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "590                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "591                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "592                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "593                                                                 tree 486270e19b03dd6741f2345504c6dd8aabf3ec80\\nparent 0fa36435691cac5651bee2ffe511f73ccd98c367\\nparent c37267e1ee355c619a3058da5a7135e19e6522de\\nauthor James Robinson <jrob119@users.noreply.github.com> 1614761618 +0000\\ncommitter GitHub <noreply@github.com> 1614761618 +0000\\n\\nMerge pull request #260 from ANHIG/3430\\n\\nAddition of files for IHIW HML References   \n",
+       "594                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "595                                                  tree 838d1f52f5159e036291e68d93b4e1ed7ee7742c\\nparent 94cfe2ac15af0171f1397984ca0d1968a6931eb3\\nparent 7b746d5303493fb53214ceffbd9b365c8ef4a126\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1618240664 +0100\\ncommitter GitHub <noreply@github.com> 1618240664 +0100\\n\\nMerge pull request #262 from ANHIG/3430\\n\\nCorrection of DQB1 pseudo-exon mark up   \n",
+       "596                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "597                                                                                                    tree 2fd0910671771b719cc3fd60df9ace06bad5454a\\nparent 410e5b8bd76c20bcde2cd0e92c78713e00160c28\\nparent 4240ef4cf17e503c44b177ff0f7b740258ac2e70\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1619003809 +0100\\ncommitter GitHub <noreply@github.com> 1619003809 +0100\\n\\nMerge branch 'Latest' into 3440   \n",
+       "598                                                             tree 2fd0910671771b719cc3fd60df9ace06bad5454a\\nparent 4240ef4cf17e503c44b177ff0f7b740258ac2e70\\nparent a2726dfb0cde8a5d567ce9a115d4f254f2af3851\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1619003820 +0100\\ncommitter GitHub <noreply@github.com> 1619003820 +0100\\n\\nMerge pull request #263 from ANHIG/3440\\n\\nIPD-IMGT/HLA Release 3.44.0   \n",
+       "599                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "600                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "601                                          tree 6051a84888dcc089da909236838bd2f745c2fe81\\nparent b9d97ef45c56394528534bd1a2ec7d2d78523354\\nparent cf8ed2bb499fae21b7ed1544177ef3589a8246b1\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1620815779 +0100\\ncommitter GitHub <noreply@github.com> 1620815779 +0100\\n\\nMerge pull request #266 from ANHIG/3440\\n\\nRemoval of duplicate DRB1 entries from hla.xml   \n",
+       "602                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "603                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "604                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "605                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "606                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "607                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "608                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "609                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "610                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "611                                                                                                    tree 9c05fea3fa44a36a22e23ad60617f00819a0e951\\nparent c0510fbaa138ba0029d8aa2949c282fb2dfbf926\\nparent 4871325c65b16d5fc1a0fb406ebf539c3cbcf054\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1623413342 +0100\\ncommitter GitHub <noreply@github.com> 1623413342 +0100\\n\\nMerge branch 'Latest' into 3440   \n",
+       "612                  tree 9c05fea3fa44a36a22e23ad60617f00819a0e951\\nparent 4871325c65b16d5fc1a0fb406ebf539c3cbcf054\\nparent 2f6878301950dfea48a8147a6d8bd012be564063\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1623413349 +0100\\ncommitter GitHub <noreply@github.com> 1623413349 +0100\\n\\nMerge pull request #267 from ANHIG/3440\\n\\nInclusion of genomic sequence for B*44:495, DQB1*03:442 and DQB1*03:4…   \n",
+       "613                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "614                                                               tree a016fa2dcc42b1d2904bbad92c65522d64bb7636\\nparent a736a7ce4d98a0fefa3f4c01ab6da4641de74254\\nparent ee9eefb21f878da18c72bdc04b31d6ec5d8ade06\\nauthor James Robinson <jrob119@users.noreply.github.com> 1623753113 +0100\\ncommitter GitHub <noreply@github.com> 1623753113 +0100\\n\\nMerge pull request #268 from ANHIG/3440\\n\\nUpdated DQB1 version number in gen txt file   \n",
+       "615                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "616                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "617                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "618                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "619                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "620                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "621                                                                                    tree 6424cf47380a105370690c8ddbf86212eb5ba49d\\nparent af805f6d40beef639fac7bd1c5f7789893c2f662\\nparent b57de92d58da2bf787e5af34ab09e0e8ee6cea6c\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1626243543 +0100\\ncommitter GitHub <noreply@github.com> 1626243543 +0100\\n\\nMerge pull request #271 from ANHIG/3450\\n\\n3450   \n",
+       "622                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "623                      tree 581a1278deba65a0a9ac9fbcdc173744e51bc4cc\\nparent 6fdf7add8bb4f416bd8660e6b826d80e8759dfe1\\nparent 89b57278869c7b46fbbaf94825ed336328f3567a\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1626336442 +0100\\ncommitter GitHub <noreply@github.com> 1626336442 +0100\\n\\nMerge pull request #273 from ANHIG/3450\\n\\nRe-upload of hla.xml.zip and hla_ambigs.xml.zip for release 3.45.0   \n",
+       "624                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "625                     tree 57980302ea7464bbf80923f7cdb503c6fc50df80\\nparent fd63f824a11eead1f7fb39457251c7ac27ad1f93\\nparent d3fd19b04d4256600e8c90a27a2b317d61514c86\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1626694057 +0100\\ncommitter GitHub <noreply@github.com> 1626694057 +0100\\n\\nMerge pull request #274 from ANHIG/3450\\n\\nUpdate hla_prot/nuc/gen.fasta in main directory with latest version   \n",
+       "626                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "627                    tree 2a59a672021b2f43961276bfc873b518f367d845\\nparent 4a8d93e8607e2413edee71da68cade6e11249fea\\nparent 1a3007e433ed7ccffc4a2c7c36ed8013d6105d4d\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1626779605 +0100\\ncommitter GitHub <noreply@github.com> 1626779605 +0100\\n\\nMerge pull request #276 from ANHIG/3450\\n\\nRemoval of invalid control characters from hla.xml and hla.dat files   \n",
+       "628                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "629                                                               tree 78ea0888b047c3305649e0c730a7adc43462950d\\nparent a231c3b065a7b9c86c92915f3b4bcf012ec36175\\nparent 8f892b2675dd6464f526d32f1ad1d3fd62fa3b03\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1629473129 +0100\\ncommitter GitHub <noreply@github.com> 1629473129 +0100\\n\\nMerge pull request #279 from ANHIG/3450\\n\\nIPD-IMGT/HLA Patch 3.45.1   \n",
+       "630                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "631                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "632                                                 tree 767c2a360947e6ea3f39804f06458e7206f5cec1\\nparent 6c613ce701353f42b6c911801f0aeb78413fac9d\\nparent 352813601073bcdc3d5eb08d1be07be904276a9a\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1631893796 +0100\\ncommitter GitHub <noreply@github.com> 1631893796 +0100\\n\\nMerge pull request #281 from ANHIG/3450\\n\\nUpdate of release_version.txt to 3.45.1   \n",
+       "633                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "634                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "635                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "636                                                                                            tree 610e054687c53bcebf7ff18f5869eb37922a47fe\\nparent 7dc4672795eaea35bd8c7e1fa2ec40cf948fc2fd\\nparent d53cfe39089bd2ce40cf0fa06167d0ae38e3e4ea\\nauthor James Robinson <jrob119@users.noreply.github.com> 1633965237 +0100\\ncommitter GitHub <noreply@github.com> 1633965237 +0100\\n\\nMerge pull request #282 from ANHIG/3460\\n\\nRelease 3.46.0   \n",
+       "637                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "638                                                                               tree 826beb70dab6efe7253a866981e50cd84b26e73f\\nparent 8d77b3dd93959663d58ae5b626289d0746edd0e7\\nparent ddda708da9f2f41ae7e7d122973c2eddb141d949\\nauthor James Robinson <jrob119@users.noreply.github.com> 1633966426 +0100\\ncommitter GitHub <noreply@github.com> 1633966426 +0100\\n\\nMerge pull request #283 from ANHIG/3460\\n\\nIPD-IMGT/HLA Release 3.46.0   \n",
+       "639                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "640                                                            tree 739503884c4439a043a8bcf2249c0c59512befca\\nparent 8dd2a04b1d7e559f5124d012f0a729d0180216d2\\nparent 3f46491c0fe377fd922412c93137efb6a4879b05\\nauthor James Robinson <jrob119@users.noreply.github.com> 1635247950 +0100\\ncommitter GitHub <noreply@github.com> 1635247950 +0100\\n\\nMerge pull request #286 from ANHIG/3460\\n\\nChanges to descriptors for two deleted alleles   \n",
+       "641                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "642                  tree 53443064a41f075cf6336f5c513d9212a62b2168\\nparent 2d19daf42ff47c2f2c4e7970dd77ed32768eb38f\\nparent 178c68cca2044cbd5032cbff23e4c06b738aed2a\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1636631366 +0000\\ncommitter GitHub <noreply@github.com> 1636631366 +0000\\n\\nMerge pull request #289 from ANHIG/3460\\n\\nUpdated reason for deletion for alleles B*07:02:06, B*44:525, DQB1*02…   \n",
+       "643                                                                                                                                                                                      tree 9cd8f053ab1857b8156bdb9fe015cb54d44f6e50\\nparent d76ca7d75891aac95205b2cc11510ce8ef41a65a\\nauthor James Robinson <jrob119@users.noreply.github.com> 1641287913 +0000\\ncommitter GitHub <noreply@github.com> 1641287913 +0000\\n\\nUpdate README.md   \n",
+       "644                                                                                                                                                                                      tree b2dfe7a38a1d029e61713429dd6761217c91f00b\\nparent 0a051a92e0baab68b4c77ad13b8cb4e7eaa2f810\\nauthor James Robinson <jrob119@users.noreply.github.com> 1641287942 +0000\\ncommitter GitHub <noreply@github.com> 1641287942 +0000\\n\\nUpdate README.md   \n",
+       "645                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "646                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "647                                                                                    tree 4945eb443eef38bc0974907f20e9083d0537d276\\nparent 3fb27698fe4ebbd5ec4a0e565d97a53fe48c7cdd\\nparent d86bdd9983424c792691269fa10e6f022ccf2191\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1642106018 +0000\\ncommitter GitHub <noreply@github.com> 1642106018 +0000\\n\\nMerge pull request #291 from ANHIG/3470\\n\\n3470   \n",
+       "648                                                                                                                           tree 7f53074f59c6c734be7ae5dafb105f0f8532c1af\\nparent d86bdd9983424c792691269fa10e6f022ccf2191\\nauthor James Robinson <jrob119@users.noreply.github.com> 1642147558 +0000\\ncommitter GitHub <noreply@github.com> 1642147558 +0000\\n\\nUpdate README.md\\n\\nUpdate sponsorship contact and malformed section header   \n",
+       "649                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "650                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "651                                                                                    tree f97a3f30616b37a0af1125a18836898e31b6e106\\nparent 239bf68f403bbdbabb43fa0277040f4dda2b2aff\\nparent db46d2a0209720c5fa0ab8b03403f7009f69d2d6\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1642173923 +0000\\ncommitter GitHub <noreply@github.com> 1642173923 +0000\\n\\nMerge pull request #292 from ANHIG/3470\\n\\n3470   \n",
+       "652                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "653                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "654                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "655                                                   tree 24a24723ebcb1a4941b46364932c07e35ae15df6\\nparent d4c410cd91618a8a74a7763598e499f6a8aa168b\\nparent 8ab272288e81fa9a49fd4765579b066c2c03cc10\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1644507419 +0000\\ncommitter GitHub <noreply@github.com> 1644507419 +0000\\n\\nMerge pull request #296 from ANHIG/3470\\n\\nCorrection of HLA P Groups in hla.xml   \n",
+       "656                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "657                                          tree b28e791a20f7aa5920dd2b74fc7be98c783339db\\nparent 207cdce7fef5dae54fdad4cc4f933ebd1ab13c5e\\nparent db33aee5dc0b44251b64ff4c2e2f05d59e4e3a2d\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1647354479 +0000\\ncommitter GitHub <noreply@github.com> 1647354479 +0000\\n\\nMerge pull request #299 from ANHIG/3470\\n\\nUpdate to xml/hla.xml.zip correcting meta data   \n",
+       "658                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "659                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "660                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "661                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "662                        tree 3b5d2493c93ac51afea3e135dddb461fd1293447\\nparent 4a13df461c42f970a099de77377f309995e7995c\\nparent 4d33035dd296826bbde200e17e5281910ac8be13\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1650443940 +0100\\ncommitter GitHub <noreply@github.com> 1650443940 +0100\\n\\nMerge pull request #305 from ANHIG/3480\\n\\nUpload of Allelelist_history.txt for IPD-IMGT/HLA Release 3.48.0   \n",
+       "663                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "664                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "665                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "666                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "667                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "668                                                                                    tree 1ae5aa712676f2aee764e87c7ed7d1c154af2a50\\nparent d1dd2ac5e2b6a8abef9e33ed397807ece52a22fe\\nparent c90cc62006b35061c8db4b6f8da1b86de7650b23\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1657873291 +0100\\ncommitter GitHub <noreply@github.com> 1657873291 +0100\\n\\nMerge pull request #308 from ANHIG/3490\\n\\n3490   \n",
+       "669                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "670                  tree 14c50978848d44c6b646380f461430c6afa3a07b\\nparent 536e8833f3be4bbcffbfba43cd0b3043c5bf4068\\nparent 8732e7d4739a911e01f69d2c5bda82ca15ca68a9\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1658580856 +0100\\ncommitter GitHub <noreply@github.com> 1658580856 +0100\\n\\nMerge pull request #310 from ANHIG/3490\\n\\nAdded additional space in DRB_prot.txt, DRB_nuc.txt and DRB1_gen.txt …   \n",
+       "671                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "672                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "673                                          tree 687b3064964c00ca72360ffd0d4d5a05f1b1d47c\\nparent 50e92c677f4cd547c32bb9305269a762a9595074\\nparent 1fd937e6c0ff8452f64152aec9632f0586f981d1\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1661074281 +0100\\ncommitter GitHub <noreply@github.com> 1661074281 +0100\\n\\nMerge pull request #314 from ANHIG/3490\\n\\nCorrected DRA*01:01:01:01 P group (DRA*01:01P)   \n",
+       "674                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "675                  tree 9435adb2a0625e47102ba86f264c775bfe6456fc\\nparent a9680a9e80e2c119d4aa41f90e5f40cef6e7df02\\nparent 8f80f24d49797595d8a18b8d4d1f59846fbf3fe1\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1661442247 +0100\\ncommitter GitHub <noreply@github.com> 1661442247 +0100\\n\\nMerge pull request #315 from ANHIG/3490\\n\\nRemoval of duplicate \"KW   Human MHC;\" in hla.dat; Removal of empty 3…   \n",
+       "676                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "677                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "678                                                                               tree f5fa7e25c2fdb24f2e842951338b6e6bd618a237\\nparent 12b4b94bb49b4640fa48a1182cc9b1e1fbf7e816\\nparent 2c631a4b61d529ff1c0635750888f6f6d79c2703\\nauthor xeniageorgiouAN <xenia.georgiou@anthonynolan.org> 1665666372 +0100\\ncommitter GitHub <noreply@github.com> 1665666372 +0100\\n\\nMerge pull request #317 from ANHIG/3500\\n\\nIPD-IMGT/HLA Release 3.50.0   \n",
+       "679                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "680                                            tree f4dfbde08baca4399784af7359b7fdc9acc97c1f\\nparent 1ce31fc9e2805034578eff60a269c02176f03252\\nparent 2d38d3313229fdc5f8aa00052a2db21b35be3d2d\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1665737257 +0100\\ncommitter GitHub <noreply@github.com> 1665737257 +0100\\n\\nMerge pull request #318 from ANHIG/3500\\n\\nhla.dat file for IPD-IMGT/HLA Release 3.50.0   \n",
+       "681                                                                                                                                           tree ec5e05405db4963ee9b10c857e38ec3f44d18764\\nparent 1d50edc746506c55aa9f5dc2fff61a2e4bb25a0e\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1666280802 +0100\\ncommitter GitHub <noreply@github.com> 1666280802 +0100\\n\\nUpdate sample flatfile to display ID line   \n",
+       "682                                                                                                                                           tree f451b99c69b28981884130084bfeb9e872b4e9a1\\nparent 25ca5b9aeaad82db223c11bc058ba2b66ca996bb\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1666280825 +0100\\ncommitter GitHub <noreply@github.com> 1666280825 +0100\\n\\nUpdate sample flatfile to display ID line   \n",
+       "683                                                                                                                                                                    tree 7e408b93f161a56eabed6413339eea7e464f29ea\\nparent 63bd2a16920933caed1bcc2489913ad1a52d9c55\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1666341453 +0100\\ncommitter GitHub <noreply@github.com> 1666341453 +0100\\n\\nUpdate Manual.md   \n",
+       "684                                                                                                                                                                    tree f658c328f504b22fe5c410d8097eab7f464ff8cc\\nparent e5198e0f0cb97456678856a60a13e87581e39966\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1666341478 +0100\\ncommitter GitHub <noreply@github.com> 1666341478 +0100\\n\\nUpdate Manual.md   \n",
+       "685                                                                                                                                                                    tree c7dce1291c8da0efd4ed6336c4051cd89b21762f\\nparent ce483229eac6fd693d73cd96c0c14a898b0ee257\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1666341497 +0100\\ncommitter GitHub <noreply@github.com> 1666341497 +0100\\n\\nUpdate Manual.md   \n",
+       "686                                                                                                                                                                    tree be6945f2546f30cca345ec49ea064a3bb1eaca89\\nparent 870e39341592de0113c530f471098490a246ac24\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1666341512 +0100\\ncommitter GitHub <noreply@github.com> 1666341512 +0100\\n\\nUpdate Manual.md   \n",
+       "687                                                                                                                                                                    tree e90e4d54ac971a4226f1957bf1a568582a36aef5\\nparent 58e40f66297b220958bcf09c6f92009ba6422e3a\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1666341530 +0100\\ncommitter GitHub <noreply@github.com> 1666341530 +0100\\n\\nUpdate Manual.md   \n",
+       "688                                                                                                                                                                    tree 63b8c4c64dbd1e955a5886e04291ac7f20510148\\nparent 6105b0721add250edc33e25f4c09b3fcf2a9c896\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1666341545 +0100\\ncommitter GitHub <noreply@github.com> 1666341545 +0100\\n\\nUpdate Manual.md   \n",
+       "689                                                                                                                                                                    tree 73fe4a867bcd73c032784568be46888b3d05d147\\nparent 81bceb5eee4289c9fcefad90f821f5269849df37\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1666341676 +0100\\ncommitter GitHub <noreply@github.com> 1666341676 +0100\\n\\nUpdate Manual.md   \n",
+       "690                                                                                                                                                                    tree 0a6c649ca4a11daf1fb7df8e26cb3fc12ab4d76c\\nparent 77f7c148e7de394021ca84a012427a8a0974eb5f\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1666341696 +0100\\ncommitter GitHub <noreply@github.com> 1666341696 +0100\\n\\nUpdate Manual.md   \n",
+       "691                                                                                                                                                                    tree 58442f7386dd2f5b5a208ebedae21fc632b567bf\\nparent 19fd85f5aceb424c866a2c939caea18a4383a136\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1666341713 +0100\\ncommitter GitHub <noreply@github.com> 1666341713 +0100\\n\\nUpdate Manual.md   \n",
+       "692                                                                                                                                                                    tree 5bf0803ef9a96a382ec24e1f2f1733b675092821\\nparent 7cf5f88bd3698ebb5170c34b2f155883a0a82e7e\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1666341728 +0100\\ncommitter GitHub <noreply@github.com> 1666341728 +0100\\n\\nUpdate Manual.md   \n",
+       "693                                                                                                                                                                    tree 738d4f217a4d5c33fa3cfd75e12400e36ce620c1\\nparent a22f909ec97f3e2b5bdaf764fc46606c1d2718a2\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1666341753 +0100\\ncommitter GitHub <noreply@github.com> 1666341753 +0100\\n\\nUpdate Manual.md   \n",
+       "694                                                                                                                                                                    tree abac042b3178de959d62365d011bae556149aa16\\nparent 71626fbc1ecab1867deda1c9739557a345c443c3\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1666341769 +0100\\ncommitter GitHub <noreply@github.com> 1666341769 +0100\\n\\nUpdate Manual.md   \n",
+       "695                                                                                                                                                                    tree e25b42fdccdb8d999f8168c72f656f85b8d4ebaa\\nparent ee9eefb21f878da18c72bdc04b31d6ec5d8ade06\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1666341782 +0100\\ncommitter GitHub <noreply@github.com> 1666341782 +0100\\n\\nUpdate Manual.md   \n",
+       "696                                                                                                                                                                    tree b58dd7dd6de8fc952130d0e4ad0d59042b76db97\\nparent 352813601073bcdc3d5eb08d1be07be904276a9a\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1666341839 +0100\\ncommitter GitHub <noreply@github.com> 1666341839 +0100\\n\\nUpdate Manual.md   \n",
+       "697                                                                                                                                                                    tree 42e2ecf14b94827129e447c4fd83c35ca6253549\\nparent 48d6ec6a0fb4cbb8bc4231f10509fe5ec4e8e2c2\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1666341858 +0100\\ncommitter GitHub <noreply@github.com> 1666341858 +0100\\n\\nUpdate Manual.md   \n",
+       "698                                                                                                                                                                    tree fd8d1e21f44ecb6c1ed23734906cf84bad4d7328\\nparent db33aee5dc0b44251b64ff4c2e2f05d59e4e3a2d\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1666341872 +0100\\ncommitter GitHub <noreply@github.com> 1666341872 +0100\\n\\nUpdate Manual.md   \n",
+       "699                                                                                                                                                                    tree a596567941d14c46746cb09d504016c39f1e4963\\nparent 51015f8712a57688e520961c4ccf7e259bf56995\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1666341928 +0100\\ncommitter GitHub <noreply@github.com> 1666341928 +0100\\n\\nUpdate Manual.md   \n",
+       "700                                                                                                                                                                    tree 7c582c2669e168f3921c60740dc882b8447edfa3\\nparent 8f80f24d49797595d8a18b8d4d1f59846fbf3fe1\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1666341958 +0100\\ncommitter GitHub <noreply@github.com> 1666341958 +0100\\n\\nUpdate Manual.md   \n",
+       "701                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "702                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "703                      tree 79545a4b3e76dc1654e4806b9c61028037edd65a\\nparent e941759874365cb152a3562c22d10847d10db326\\nparent 36220a1c5c2d6954f4873a552544cc0e55b61d0a\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1671012174 +0000\\ncommitter GitHub <noreply@github.com> 1671012174 +0000\\n\\nMerge pull request #323 from ANHIG/3500\\n\\nCorrected missing date and version field in Allelelist_history.txt   \n",
+       "704                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "705                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "706                                                                                    tree 0324b28ec83620104d62eff785beb9557dbad4bd\\nparent 50b790037030d958b662085c3f4cf34ba72a32ec\\nparent 4b8432c7d56121c84d6ef1d75a1c7185c628c13d\\nauthor michaelcooperAN <55495425+michaelcooperAN@users.noreply.github.com> 1673604288 +0000\\ncommitter GitHub <noreply@github.com> 1673604288 +0000\\n\\nMerge pull request #325 from ANHIG/3510\\n\\n3510   \n",
+       "707                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "708                                                                               tree e9ffca9666e355b1285a0c6a42951f6a28ea7f90\\nparent 5f2c562056f8ffa89aeea0631f2a52300ee0de17\\nparent def376dc6955b339b17f0a4b840e80eb6b9c744b\\nauthor xeniageorgiouAN <xenia.georgiou@anthonynolan.org> 1681747432 +0100\\ncommitter GitHub <noreply@github.com> 1681747432 +0100\\n\\nMerge pull request #334 from ANHIG/3520\\n\\nIPD-IMGT/HLA Release 3.52.0   \n",
+       "709                                                                                              tree c28397936e9a8e37c3907ecb4d9dc27aab805b90\\nparent def376dc6955b339b17f0a4b840e80eb6b9c744b\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1685013651 +0100\\ncommitter GitHub <noreply@github.com> 1685013651 +0100\\n\\nCorrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt   \n",
+       "710                                                                                              tree 782c7515b6eb73a17f9af9447ee60d361535f332\\nparent 4b8432c7d56121c84d6ef1d75a1c7185c628c13d\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1685013769 +0100\\ncommitter GitHub <noreply@github.com> 1685013769 +0100\\n\\nCorrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt   \n",
+       "711                                                                                              tree a7abb2bd63deff6c3e3afd67febc6426cd9f1919\\nparent 36220a1c5c2d6954f4873a552544cc0e55b61d0a\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1685013795 +0100\\ncommitter GitHub <noreply@github.com> 1685013795 +0100\\n\\nCorrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt   \n",
+       "712                                                                                                                                                          tree 89e103ad5f61abf9b46726d1b3b98022372fb8ca\\nparent 6ce2d4bdbdf1228bb8a9783b941637d7a1c0ac78\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1685013808 +0100\\ncommitter GitHub <noreply@github.com> 1685013808 +0100\\n\\nUpdate Deleted_alleles.txt   \n",
+       "713                                                                                              tree 5c5450ad6e75945f8b040038e316d6d54b9e0f66\\nparent 1d084a344c39ea1ec5fdf66575d6cc85fde30d66\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1685013889 +0100\\ncommitter GitHub <noreply@github.com> 1685013889 +0100\\n\\nCorrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt   \n",
+       "714                                                                                              tree 68130bd7950bfeaa2d63e6f59f922471dd6c85e1\\nparent cac526afe42a99640d287b18521d4f597f758cc7\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1685013907 +0100\\ncommitter GitHub <noreply@github.com> 1685013907 +0100\\n\\nCorrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt   \n",
+       "715                                                                                              tree f57d9fcef84cb699d67cf9cc2d075f82bc81da85\\nparent 3a36f8cd57c7f0a7ba5f319dec03e82f42195e3d\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1685013928 +0100\\ncommitter GitHub <noreply@github.com> 1685013928 +0100\\n\\nCorrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt   \n",
+       "716                                                                                              tree 7f09573aee3f202a1424fb8004cd4b446658e774\\nparent ca9422949acac3495dc385af56e9778a720578fa\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1685013946 +0100\\ncommitter GitHub <noreply@github.com> 1685013946 +0100\\n\\nCorrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt   \n",
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+       "718                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "719                                                                             tree e469a87af741eea72f030c97d1166f3ae74a95f8\\nparent 70b3c643390b8a1e394b5d9cc9ee1f2c6eb1baca\\nparent 9283ea834c9036298d0ffeec455cb00e80998157\\nauthor xeniageorgiouAN <xenia.georgiou@anthonynolan.org> 1689174466 +0100\\ncommitter GitHub <noreply@github.com> 1689174466 +0100\\n\\nMerge pull request #339 from ANHIG/3.53.0\\n\\nIPD-IMGT/HLA Release 3.53.0   \n",
+       "720                                                                                                    tree 3b372acf955777c904ae16d79d63f13d99298acb\\nparent 9283ea834c9036298d0ffeec455cb00e80998157\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1690388234 +0100\\ncommitter GitHub <noreply@github.com> 1690388234 +0100\\n\\nDocumented changes to the hla.xml releasestatus and release comments attributes.   \n",
+       "721                  tree 3b372acf955777c904ae16d79d63f13d99298acb\\nparent 257023f6884c7be64f80212d5b7e5b5090074675\\nparent 8bbbfb664b7d9787893860b9b199118363f0d29f\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1690388253 +0100\\ncommitter GitHub <noreply@github.com> 1690388253 +0100\\n\\nMerge pull request #341 from ANHIG/3530\\n\\nDocumented changes to the hla.xml releasestatus and release comments …   \n",
+       "722                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "723                                                  tree 96e236e820933d2858e8023d8500d3c26a146aab\\nparent 359b8c8634db73b939496c53643cc0fae7f22a58\\nparent dd94105b16d0b851349385f7a6366ea63a7ab41f\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1691742598 +0100\\ncommitter GitHub <noreply@github.com> 1691742598 +0100\\n\\nMerge pull request #342 from ANHIG/3530\\n\\nUpdated database citation in README.md   \n",
+       "724                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "725                  tree dda4efc59c2d030e9a42d84936a1a5f24e8f256a\\nparent 63dd028fca845a55a065ac75aea5f9079cce065e\\nparent 83aa94b540407ccdfcb452c77439b86c543f849d\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1692967515 +0100\\ncommitter GitHub <noreply@github.com> 1692967515 +0100\\n\\nMerge pull request #345 from ANHIG/3530\\n\\nUpdate to dpb_tce.csv file containing corrections to DPB TCE version …   \n",
+       "726                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "727                                                        tree 3a16178c0514ad71913a582bfdd88556652f93e3\\nparent a549c5b255da7d988a70cf7f7a2bdb5b1ae5b00a\\nparent f71eae6423f6fc21208543a100271fb1f3594ca0\\nauthor michaelcooperAN <55495425+michaelcooperAN@users.noreply.github.com> 1697118658 +0100\\ncommitter GitHub <noreply@github.com> 1697118658 +0100\\n\\nMerge pull request #348 from ANHIG/3540\\n\\nIMGT/HLA Database Release 3.54.0   \n",
+       "728                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "729                  tree df912ca977f637e2f6a906eff36aff3b66f13588\\nparent 82b2645b5cfda1bcfdaab58e28b1424200ba7feb\\nparent 860f0e2963f4e17a3a4ee6631b00f85831414b7c\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1697792703 +0100\\ncommitter GitHub <noreply@github.com> 1697792703 +0100\\n\\nMerge pull request #350 from ANHIG/3540\\n\\nCorrected format of hla.xml to be consitent with current production v…   \n",
+       "730                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "731                                 tree 08b9f06003dd9f711b27683ad1e1af77be35e1b0\\nparent 5734aa71940623de415012e724571e8dc83c7ec4\\nparent 37db1de2825438e8850de308d43a162a6d5c0ebd\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1699538316 +0000\\ncommitter GitHub <noreply@github.com> 1699538316 +0000\\n\\nMerge pull request #352 from ANHIG/3540\\n\\nUpload of hla_prot, nuc and gen.fasta to root directory   \n",
+       "732                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "733                 tree 1cc4bbf6c5c57a14ab4eba08994009f98108d0bb\\nparent 901b1b788a2ec2b4722c9672910ad880b29b368b\\nparent 7d00d7b49cbcc987e07752845bd8b14986316ab4\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1704984853 +0000\\ncommitter GitHub <noreply@github.com> 1704984853 +0000\\n\\nMerge pull request #355 from ANHIG/3540\\n\\nRelease of new hla.xml format as hla_new.xml and hla_new.xsd for 3.54.0   \n",
+       "734                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "735                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "736                                                                                    tree f33d0256071f32b24e10958c13e406d2cfd0278c\\nparent 522c1fdd2b79fa7caa628ec48f6654342cb77045\\nparent 9269ebc7d683892d200250d1cb9b50e65775adf1\\nauthor michaelcooperAN <55495425+michaelcooperAN@users.noreply.github.com> 1705419674 +0000\\ncommitter GitHub <noreply@github.com> 1705419674 +0000\\n\\nMerge pull request #357 from ANHIG/3550\\n\\n3550   \n",
+       "737                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
+       "738                         tree 7494ab73a2e3d1c11734e72acc83573cb8feb161\\nparent 976810404a63f0f005190d8183450534f4c631df\\nparent e4fd1e39a4d9f1da8e7efe4a7f699320e287dcdb\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1705575965 +0000\\ncommitter GitHub <noreply@github.com> 1705575965 +0000\\n\\nMerge pull request #359 from ANHIG/3550\\n\\nRemoval of empty sequence block in A_prot.txt and MICA_prot.txt   \n",
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+       "311          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "312          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "313          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "314          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "315          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "316          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "317          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "318          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "319          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "320          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "321          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "322          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "323          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "324          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "325          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "326          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "327          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "328          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "329          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "330          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "331          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "332          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "333          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "334          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "335          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "336          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "337          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "338          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "339          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "340          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "341          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "342          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "343          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "344          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "345          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "346          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "347          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "348          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "349          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "350          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "351          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "352          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "353          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "354          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "355          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "356          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "357          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "358          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "359          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "360          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "361          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "362          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "363          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "364          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "365          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "366          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "367          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "368          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "369          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "370          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "371          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "372          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "373          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "374          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "375          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "376          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "377          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "378          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "379          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "380          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "381          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "382          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "383          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "384          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "385              NaN         NaN                   NaN   \n",
+       "386          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "387          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "388              NaN         NaN                   NaN   \n",
+       "389          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "390          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "391          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "392          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "393          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "394          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "395          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "396          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "397          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "398          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "399          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "400          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "401          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "402          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "403          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "404          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "405  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "406          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "407          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "408          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "409          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "410          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "411          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "412          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "413          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "414          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "415          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "416          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "417          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "418          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "419          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "420          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "421  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "422  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "423  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "424  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "425  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "426  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "427  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "428  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "429  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "430  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "431  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "432  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "433  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "434  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "435  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "436          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "437          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "438  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "439  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "440  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "441  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "442          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "443          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "444          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "445          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "446          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "447          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "448          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "449  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "450  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "451  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "452  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "453  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "454  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "455  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "456  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "457  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "458          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "459          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "460          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "461  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "462  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "463  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "464  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "465  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "466  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "467  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "468  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "469  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "470          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "471          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "472          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "473  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "474  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "475  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "476  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "477  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "478  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "479  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "480  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "481  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "482  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "483  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "484          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "485          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "486          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "487              NaN         NaN                   NaN   \n",
+       "488              NaN         NaN                   NaN   \n",
+       "489              NaN         NaN                   NaN   \n",
+       "490              NaN         NaN                   NaN   \n",
+       "491          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "492              NaN         NaN                   NaN   \n",
+       "493              NaN         NaN                   NaN   \n",
+       "494  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "495              NaN         NaN                   NaN   \n",
+       "496  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "497          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "498          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "499              NaN         NaN                   NaN   \n",
+       "500  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "501              NaN         NaN                   NaN   \n",
+       "502  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "503              NaN         NaN                   NaN   \n",
+       "504  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "505              NaN         NaN                   NaN   \n",
+       "506  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "507              NaN         NaN                   NaN   \n",
+       "508  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "509  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "510  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "511          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "512          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "513              NaN         NaN                   NaN   \n",
+       "514              NaN         NaN                   NaN   \n",
+       "515              NaN         NaN                   NaN   \n",
+       "516  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "517          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "518          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "519          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "520          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "521              NaN         NaN                   NaN   \n",
+       "522  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "523              NaN         NaN                   NaN   \n",
+       "524  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "525              NaN         NaN                   NaN   \n",
+       "526  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "527              NaN         NaN                   NaN   \n",
+       "528  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "529              NaN         NaN                   NaN   \n",
+       "530  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "531              NaN         NaN                   NaN   \n",
+       "532              NaN         NaN                   NaN   \n",
+       "533          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "534          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
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+       "540          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "541              NaN         NaN                   NaN   \n",
+       "542          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "543              NaN         NaN                   NaN   \n",
+       "544  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "545              NaN         NaN                   NaN   \n",
+       "546  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
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+       "548  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
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+       "559  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
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+       "602              NaN         NaN                   NaN   \n",
+       "603              NaN         NaN                   NaN   \n",
+       "604              NaN         NaN                   NaN   \n",
+       "605              NaN         NaN                   NaN   \n",
+       "606              NaN         NaN                   NaN   \n",
+       "607              NaN         NaN                   NaN   \n",
+       "608              NaN         NaN                   NaN   \n",
+       "609              NaN         NaN                   NaN   \n",
+       "610              NaN         NaN                   NaN   \n",
+       "611  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
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+       "614          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "615       ipd-deploy  78602048.0  MDQ6VXNlcjc4NjAyMDQ4   \n",
+       "616       ipd-deploy  78602048.0  MDQ6VXNlcjc4NjAyMDQ4   \n",
+       "617       ipd-deploy  78602048.0  MDQ6VXNlcjc4NjAyMDQ4   \n",
+       "618       ipd-deploy  78602048.0  MDQ6VXNlcjc4NjAyMDQ4   \n",
+       "619       ipd-deploy  78602048.0  MDQ6VXNlcjc4NjAyMDQ4   \n",
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+       "621  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
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+       "623  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "624       ipd-deploy  78602048.0  MDQ6VXNlcjc4NjAyMDQ4   \n",
+       "625  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
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+       "627  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
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+       "629  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
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+       "640          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "641              NaN         NaN                   NaN   \n",
+       "642  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "643          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "644          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "645              NaN         NaN                   NaN   \n",
+       "646              NaN         NaN                   NaN   \n",
+       "647  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "648          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "649              NaN         NaN                   NaN   \n",
+       "650              NaN         NaN                   NaN   \n",
+       "651  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "652              NaN         NaN                   NaN   \n",
+       "653              NaN         NaN                   NaN   \n",
+       "654              NaN         NaN                   NaN   \n",
+       "655  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
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+       "660  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "661              NaN         NaN                   NaN   \n",
+       "662  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "663              NaN         NaN                   NaN   \n",
+       "664              NaN         NaN                   NaN   \n",
+       "665              NaN         NaN                   NaN   \n",
+       "666              NaN         NaN                   NaN   \n",
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+       "671              NaN         NaN                   NaN   \n",
+       "672              NaN         NaN                   NaN   \n",
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+       "722              NaN         NaN                   NaN   \n",
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+       "385                                 NaN   \n",
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+       "388                                 NaN   \n",
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+       "485          https://github.com/jrob119   \n",
+       "486          https://github.com/jrob119   \n",
+       "487                                 NaN   \n",
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+       "489                                 NaN   \n",
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+       "492                                 NaN   \n",
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+       "498          https://github.com/jrob119   \n",
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+       "503                                 NaN   \n",
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+       "505                                 NaN   \n",
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+       "507                                 NaN   \n",
+       "508  https://github.com/dominicbarkerAN   \n",
+       "509  https://github.com/dominicbarkerAN   \n",
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+       "511          https://github.com/jrob119   \n",
+       "512          https://github.com/jrob119   \n",
+       "513                                 NaN   \n",
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+       "692  https://api.github.com/users/dominicbarkerAN/received_events        User   \n",
+       "693  https://api.github.com/users/dominicbarkerAN/received_events        User   \n",
+       "694  https://api.github.com/users/dominicbarkerAN/received_events        User   \n",
+       "695  https://api.github.com/users/dominicbarkerAN/received_events        User   \n",
+       "696  https://api.github.com/users/dominicbarkerAN/received_events        User   \n",
+       "697  https://api.github.com/users/dominicbarkerAN/received_events        User   \n",
+       "698  https://api.github.com/users/dominicbarkerAN/received_events        User   \n",
+       "699  https://api.github.com/users/dominicbarkerAN/received_events        User   \n",
+       "700  https://api.github.com/users/dominicbarkerAN/received_events        User   \n",
+       "701  https://api.github.com/users/dominicbarkerAN/received_events        User   \n",
+       "702  https://api.github.com/users/dominicbarkerAN/received_events        User   \n",
+       "703  https://api.github.com/users/dominicbarkerAN/received_events        User   \n",
+       "704  https://api.github.com/users/michaelcooperAN/received_events        User   \n",
+       "705  https://api.github.com/users/michaelcooperAN/received_events        User   \n",
+       "706  https://api.github.com/users/michaelcooperAN/received_events        User   \n",
+       "707  https://api.github.com/users/xeniageorgiouAN/received_events        User   \n",
+       "708  https://api.github.com/users/xeniageorgiouAN/received_events        User   \n",
+       "709  https://api.github.com/users/dominicbarkerAN/received_events        User   \n",
+       "710  https://api.github.com/users/dominicbarkerAN/received_events        User   \n",
+       "711  https://api.github.com/users/dominicbarkerAN/received_events        User   \n",
+       "712  https://api.github.com/users/dominicbarkerAN/received_events        User   \n",
+       "713  https://api.github.com/users/dominicbarkerAN/received_events        User   \n",
+       "714  https://api.github.com/users/dominicbarkerAN/received_events        User   \n",
+       "715  https://api.github.com/users/dominicbarkerAN/received_events        User   \n",
+       "716  https://api.github.com/users/dominicbarkerAN/received_events        User   \n",
+       "717  https://api.github.com/users/dominicbarkerAN/received_events        User   \n",
+       "718  https://api.github.com/users/xeniageorgiouAN/received_events        User   \n",
+       "719  https://api.github.com/users/xeniageorgiouAN/received_events        User   \n",
+       "720  https://api.github.com/users/dominicbarkerAN/received_events        User   \n",
+       "721  https://api.github.com/users/dominicbarkerAN/received_events        User   \n",
+       "722                                                           NaN         NaN   \n",
+       "723  https://api.github.com/users/dominicbarkerAN/received_events        User   \n",
+       "724                                                           NaN         NaN   \n",
+       "725  https://api.github.com/users/dominicbarkerAN/received_events        User   \n",
+       "726  https://api.github.com/users/michaelcooperAN/received_events        User   \n",
+       "727  https://api.github.com/users/michaelcooperAN/received_events        User   \n",
+       "728                                                           NaN         NaN   \n",
+       "729  https://api.github.com/users/dominicbarkerAN/received_events        User   \n",
+       "730                                                           NaN         NaN   \n",
+       "731  https://api.github.com/users/dominicbarkerAN/received_events        User   \n",
+       "732                                                           NaN         NaN   \n",
+       "733  https://api.github.com/users/dominicbarkerAN/received_events        User   \n",
+       "734  https://api.github.com/users/michaelcooperAN/received_events        User   \n",
+       "735  https://api.github.com/users/michaelcooperAN/received_events        User   \n",
+       "736  https://api.github.com/users/michaelcooperAN/received_events        User   \n",
+       "737                                                           NaN         NaN   \n",
+       "738  https://api.github.com/users/dominicbarkerAN/received_events        User   \n",
+       "\n",
+       "    author.site_admin  committer.login  committer.id     committer.node_id  \\\n",
+       "0               False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "1               False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
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+       "47              False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
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+       "148             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
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+       "157             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
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+       "164             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "165             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "166             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "167             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "168             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "169             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "170             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "171             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "172             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "173             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "174             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "175             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "176             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "177             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "178             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "179             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "180             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "181             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "182             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "183             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "184             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "185             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "186             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "187             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "188             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "189             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "190             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "191             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "192             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "193             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "194             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "195             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "196             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "197             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "198             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "199             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "200             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "201             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "202             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "203             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "204             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "205             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "206             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "207             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "208             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "209             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "210             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "211             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "212             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "213             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "214             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "215             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "216             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "217             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "218             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "219             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "220             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "221             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "222             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "223             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "224             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "225             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "226             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "227             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "228             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "229             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "230             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "231             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "232             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "233             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "234             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "235             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "236             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "237             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "238             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "239             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "240             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "241             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "242             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "243             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "244             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "245             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "246             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "247             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "248             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "249             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "250             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "251             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "252             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "253             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "254             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "255             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "256             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "257             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "258             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "259             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "260             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "261             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "262             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "263             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "264             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "265             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "266             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "267             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "268             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "269             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "270             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "271             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "272             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "273             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "274             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "275             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "276             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "277             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "278             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "279             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "280             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "281             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "282             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "283             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "284             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "285             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "286             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "287             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "288             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "289             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "290             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "291             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "292             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "293             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "294             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "295             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "296             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "297             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "298             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "299             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "300             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "301             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "302             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "303             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "304             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "305             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "306             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "307             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "308             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "309             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "310             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "311             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "312             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "313             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "314             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "315             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "316             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "317             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "318             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "319             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "320             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "321             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "322             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "323             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "324             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "325             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "326             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "327             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "328             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "329             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "330             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "331             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "332             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "333             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "334             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "335             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "336             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "337             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "338             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "339             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "340             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "341             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "342             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "343             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "344             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "345             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "346             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "347             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "348             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "349             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "350             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "351             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "352             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "353             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "354             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "355             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "356             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "357             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "358             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "359             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "360             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "361             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "362             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "363             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "364             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "365             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "366             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "367             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "368             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "369             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "370             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "371             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "372             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "373             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "374             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "375             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "376             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "377             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "378             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "379             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "380             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "381             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "382             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "383             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "384             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "385               NaN              NaN           NaN                   NaN   \n",
+       "386             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "387             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "388               NaN              NaN           NaN                   NaN   \n",
+       "389             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "390             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "391             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "392             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "393             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "394             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "395             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "396             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "397             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "398             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "399             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "400             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "401             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "402             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "403             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "404             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "405             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "406             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "407             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "408             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "409             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "410             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "411             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "412             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "413             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "414             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "415             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "416             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "417             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "418             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "419             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "420             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "421             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "422             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "423             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "424             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "425             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "426             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "427             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "428             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "429             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "430             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "431             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "432             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "433             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "434             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "435             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "436             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "437             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "438             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "439             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "440             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "441             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "442             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "443             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "444             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "445             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "446             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "447             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "448             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "449             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "450             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "451             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "452             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "453             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "454             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "455             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "456             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "457             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "458             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "459             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "460             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "461             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "462             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "463             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "464             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "465             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "466             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "467             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "468             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "469             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "470             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "471             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "472             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "473             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "474             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "475             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "476             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "477             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "478             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "479             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "480             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "481             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "482             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
+       "483             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "484             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "485             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "486             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "487               NaN              NaN           NaN                   NaN   \n",
+       "488               NaN              NaN           NaN                   NaN   \n",
+       "489               NaN              NaN           NaN                   NaN   \n",
+       "490               NaN              NaN           NaN                   NaN   \n",
+       "491             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "492               NaN              NaN           NaN                   NaN   \n",
+       "493               NaN              NaN           NaN                   NaN   \n",
+       "494             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "495               NaN              NaN           NaN                   NaN   \n",
+       "496             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "497             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "498             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "499               NaN              NaN           NaN                   NaN   \n",
+       "500             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "501               NaN              NaN           NaN                   NaN   \n",
+       "502             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "503               NaN              NaN           NaN                   NaN   \n",
+       "504             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "505               NaN              NaN           NaN                   NaN   \n",
+       "506             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "507               NaN              NaN           NaN                   NaN   \n",
+       "508             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "509             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "510             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "511             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "512             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "513               NaN              NaN           NaN                   NaN   \n",
+       "514               NaN              NaN           NaN                   NaN   \n",
+       "515               NaN              NaN           NaN                   NaN   \n",
+       "516             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "517             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "518             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "519             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "520             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "521               NaN              NaN           NaN                   NaN   \n",
+       "522             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "523               NaN              NaN           NaN                   NaN   \n",
+       "524             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "525               NaN              NaN           NaN                   NaN   \n",
+       "526             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "527               NaN              NaN           NaN                   NaN   \n",
+       "528             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "529               NaN              NaN           NaN                   NaN   \n",
+       "530             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "531               NaN              NaN           NaN                   NaN   \n",
+       "532               NaN              NaN           NaN                   NaN   \n",
+       "533             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "534             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "535               NaN              NaN           NaN                   NaN   \n",
+       "536             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "537             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "538             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "539             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "540             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "541               NaN              NaN           NaN                   NaN   \n",
+       "542             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "543               NaN              NaN           NaN                   NaN   \n",
+       "544             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "545               NaN              NaN           NaN                   NaN   \n",
+       "546             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "547               NaN              NaN           NaN                   NaN   \n",
+       "548             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "549             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "550             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "551             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "552             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "553             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "554             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "555             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "556             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "557             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "558               NaN              NaN           NaN                   NaN   \n",
+       "559             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
+       "560             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "561             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "562             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "563             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "564             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "565             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "566             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "567             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "568             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "569             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "570             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "571             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "572             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "573             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "574             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "575             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "576             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "577             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "578             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "579             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "580             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "581             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "582             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "583             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "584             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "585             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "586             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "587             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "588             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "589             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
+       "590             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
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+       "204          https://github.com/jrob119   \n",
+       "205         https://github.com/web-flow   \n",
+       "206          https://github.com/jrob119   \n",
+       "207         https://github.com/web-flow   \n",
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+       "218          https://github.com/jrob119   \n",
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+       "220          https://github.com/jrob119   \n",
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+       "222          https://github.com/jrob119   \n",
+       "223          https://github.com/jrob119   \n",
+       "224         https://github.com/web-flow   \n",
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+       "227         https://github.com/web-flow   \n",
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+       "232          https://github.com/jrob119   \n",
+       "233         https://github.com/web-flow   \n",
+       "234         https://github.com/web-flow   \n",
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+       "238          https://github.com/jrob119   \n",
+       "239          https://github.com/jrob119   \n",
+       "240          https://github.com/jrob119   \n",
+       "241          https://github.com/jrob119   \n",
+       "242          https://github.com/jrob119   \n",
+       "243         https://github.com/web-flow   \n",
+       "244          https://github.com/jrob119   \n",
+       "245         https://github.com/web-flow   \n",
+       "246         https://github.com/web-flow   \n",
+       "247         https://github.com/web-flow   \n",
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+       "249          https://github.com/jrob119   \n",
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+       "251         https://github.com/web-flow   \n",
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+       "254         https://github.com/web-flow   \n",
+       "255          https://github.com/jrob119   \n",
+       "256         https://github.com/web-flow   \n",
+       "257          https://github.com/jrob119   \n",
+       "258          https://github.com/jrob119   \n",
+       "259          https://github.com/jrob119   \n",
+       "260          https://github.com/jrob119   \n",
+       "261          https://github.com/jrob119   \n",
+       "262          https://github.com/jrob119   \n",
+       "263          https://github.com/jrob119   \n",
+       "264          https://github.com/jrob119   \n",
+       "265          https://github.com/jrob119   \n",
+       "266          https://github.com/jrob119   \n",
+       "267          https://github.com/jrob119   \n",
+       "268          https://github.com/jrob119   \n",
+       "269          https://github.com/jrob119   \n",
+       "270          https://github.com/jrob119   \n",
+       "271          https://github.com/jrob119   \n",
+       "272          https://github.com/jrob119   \n",
+       "273          https://github.com/jrob119   \n",
+       "274          https://github.com/jrob119   \n",
+       "275          https://github.com/jrob119   \n",
+       "276          https://github.com/jrob119   \n",
+       "277          https://github.com/jrob119   \n",
+       "278          https://github.com/jrob119   \n",
+       "279          https://github.com/jrob119   \n",
+       "280          https://github.com/jrob119   \n",
+       "281          https://github.com/jrob119   \n",
+       "282          https://github.com/jrob119   \n",
+       "283          https://github.com/jrob119   \n",
+       "284          https://github.com/jrob119   \n",
+       "285          https://github.com/jrob119   \n",
+       "286          https://github.com/jrob119   \n",
+       "287          https://github.com/jrob119   \n",
+       "288          https://github.com/jrob119   \n",
+       "289         https://github.com/web-flow   \n",
+       "290          https://github.com/jrob119   \n",
+       "291         https://github.com/web-flow   \n",
+       "292          https://github.com/jrob119   \n",
+       "293         https://github.com/web-flow   \n",
+       "294          https://github.com/jrob119   \n",
+       "295         https://github.com/web-flow   \n",
+       "296          https://github.com/jrob119   \n",
+       "297          https://github.com/jrob119   \n",
+       "298         https://github.com/web-flow   \n",
+       "299          https://github.com/jrob119   \n",
+       "300         https://github.com/web-flow   \n",
+       "301          https://github.com/jrob119   \n",
+       "302         https://github.com/web-flow   \n",
+       "303          https://github.com/jrob119   \n",
+       "304         https://github.com/web-flow   \n",
+       "305          https://github.com/jrob119   \n",
+       "306          https://github.com/jrob119   \n",
+       "307          https://github.com/jrob119   \n",
+       "308         https://github.com/web-flow   \n",
+       "309         https://github.com/web-flow   \n",
+       "310         https://github.com/web-flow   \n",
+       "311         https://github.com/web-flow   \n",
+       "312         https://github.com/web-flow   \n",
+       "313         https://github.com/web-flow   \n",
+       "314         https://github.com/web-flow   \n",
+       "315         https://github.com/web-flow   \n",
+       "316         https://github.com/web-flow   \n",
+       "317         https://github.com/web-flow   \n",
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+       "319         https://github.com/web-flow   \n",
+       "320          https://github.com/jrob119   \n",
+       "321          https://github.com/jrob119   \n",
+       "322          https://github.com/jrob119   \n",
+       "323         https://github.com/web-flow   \n",
+       "324          https://github.com/jrob119   \n",
+       "325         https://github.com/web-flow   \n",
+       "326          https://github.com/jrob119   \n",
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+       "336         https://github.com/web-flow   \n",
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+       "339         https://github.com/web-flow   \n",
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+       "341         https://github.com/web-flow   \n",
+       "342         https://github.com/web-flow   \n",
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+       "348          https://github.com/jrob119   \n",
+       "349          https://github.com/jrob119   \n",
+       "350          https://github.com/jrob119   \n",
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+       "352          https://github.com/jrob119   \n",
+       "353          https://github.com/jrob119   \n",
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+       "383         https://github.com/web-flow   \n",
+       "384         https://github.com/web-flow   \n",
+       "385                                 NaN   \n",
+       "386         https://github.com/web-flow   \n",
+       "387          https://github.com/jrob119   \n",
+       "388                                 NaN   \n",
+       "389          https://github.com/jrob119   \n",
+       "390         https://github.com/web-flow   \n",
+       "391          https://github.com/jrob119   \n",
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+       "485          https://github.com/jrob119   \n",
+       "486          https://github.com/jrob119   \n",
+       "487                                 NaN   \n",
+       "488                                 NaN   \n",
+       "489                                 NaN   \n",
+       "490                                 NaN   \n",
+       "491         https://github.com/web-flow   \n",
+       "492                                 NaN   \n",
+       "493                                 NaN   \n",
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+       "495                                 NaN   \n",
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+       "497          https://github.com/jrob119   \n",
+       "498         https://github.com/web-flow   \n",
+       "499                                 NaN   \n",
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+       "501                                 NaN   \n",
+       "502         https://github.com/web-flow   \n",
+       "503                                 NaN   \n",
+       "504         https://github.com/web-flow   \n",
+       "505                                 NaN   \n",
+       "506         https://github.com/web-flow   \n",
+       "507                                 NaN   \n",
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+       "513                                 NaN   \n",
+       "514                                 NaN   \n",
+       "515                                 NaN   \n",
+       "516         https://github.com/web-flow   \n",
+       "517          https://github.com/jrob119   \n",
+       "518          https://github.com/jrob119   \n",
+       "519          https://github.com/jrob119   \n",
+       "520         https://github.com/web-flow   \n",
+       "521                                 NaN   \n",
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+       "523                                 NaN   \n",
+       "524         https://github.com/web-flow   \n",
+       "525                                 NaN   \n",
+       "526         https://github.com/web-flow   \n",
+       "527                                 NaN   \n",
+       "528         https://github.com/web-flow   \n",
+       "529                                 NaN   \n",
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+       "531                                 NaN   \n",
+       "532                                 NaN   \n",
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+       "535                                 NaN   \n",
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+       "538          https://github.com/jrob119   \n",
+       "539          https://github.com/jrob119   \n",
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+       "541                                 NaN   \n",
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+       "543                                 NaN   \n",
+       "544         https://github.com/web-flow   \n",
+       "545                                 NaN   \n",
+       "546         https://github.com/web-flow   \n",
+       "547                                 NaN   \n",
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+       "556          https://github.com/jrob119   \n",
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+       "558                                 NaN   \n",
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+       "561          https://github.com/jrob119   \n",
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+       "592          https://github.com/jrob119   \n",
+       "593         https://github.com/web-flow   \n",
+       "594                                 NaN   \n",
+       "595         https://github.com/web-flow   \n",
+       "596                                 NaN   \n",
+       "597         https://github.com/web-flow   \n",
+       "598         https://github.com/web-flow   \n",
+       "599                                 NaN   \n",
+       "600                                 NaN   \n",
+       "601         https://github.com/web-flow   \n",
+       "602                                 NaN   \n",
+       "603                                 NaN   \n",
+       "604                                 NaN   \n",
+       "605                                 NaN   \n",
+       "606                                 NaN   \n",
+       "607                                 NaN   \n",
+       "608                                 NaN   \n",
+       "609                                 NaN   \n",
+       "610                                 NaN   \n",
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+       "716                                                                                          NaN   \n",
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+       "718                                                                                          NaN   \n",
+       "719  https://api.github.com/repos/ANHIG/IMGTHLA/commits/9283ea834c9036298d0ffeec455cb00e80998157   \n",
+       "720                                                                                          NaN   \n",
+       "721  https://api.github.com/repos/ANHIG/IMGTHLA/commits/8bbbfb664b7d9787893860b9b199118363f0d29f   \n",
+       "722                                                                                          NaN   \n",
+       "723  https://api.github.com/repos/ANHIG/IMGTHLA/commits/dd94105b16d0b851349385f7a6366ea63a7ab41f   \n",
+       "724                                                                                          NaN   \n",
+       "725  https://api.github.com/repos/ANHIG/IMGTHLA/commits/83aa94b540407ccdfcb452c77439b86c543f849d   \n",
+       "726                                                                                          NaN   \n",
+       "727  https://api.github.com/repos/ANHIG/IMGTHLA/commits/f71eae6423f6fc21208543a100271fb1f3594ca0   \n",
+       "728                                                                                          NaN   \n",
+       "729  https://api.github.com/repos/ANHIG/IMGTHLA/commits/860f0e2963f4e17a3a4ee6631b00f85831414b7c   \n",
+       "730                                                                                          NaN   \n",
+       "731  https://api.github.com/repos/ANHIG/IMGTHLA/commits/37db1de2825438e8850de308d43a162a6d5c0ebd   \n",
+       "732                                                                                          NaN   \n",
+       "733  https://api.github.com/repos/ANHIG/IMGTHLA/commits/7d00d7b49cbcc987e07752845bd8b14986316ab4   \n",
+       "734                                                                                          NaN   \n",
+       "735                                                                                          NaN   \n",
+       "736  https://api.github.com/repos/ANHIG/IMGTHLA/commits/9269ebc7d683892d200250d1cb9b50e65775adf1   \n",
+       "737                                                                                          NaN   \n",
+       "738  https://api.github.com/repos/ANHIG/IMGTHLA/commits/e4fd1e39a4d9f1da8e7efe4a7f699320e287dcdb   \n",
+       "\n",
+       "                                                                   parents.1.html_url  \\\n",
+       "0                                                                                 NaN   \n",
+       "1                                                                                 NaN   \n",
+       "2                                                                                 NaN   \n",
+       "3                                                                                 NaN   \n",
+       "4                                                                                 NaN   \n",
+       "5                                                                                 NaN   \n",
+       "6                                                                                 NaN   \n",
+       "7    https://github.com/ANHIG/IMGTHLA/commit/af54d281b5f99a75ba06f1026bac7a4086d92f8a   \n",
+       "8                                                                                 NaN   \n",
+       "9    https://github.com/ANHIG/IMGTHLA/commit/16da2f90240d536159a20697fb952b4d14846b13   \n",
+       "10   https://github.com/ANHIG/IMGTHLA/commit/d9944466594e328cb46f732e5670660fd672a141   \n",
+       "11   https://github.com/ANHIG/IMGTHLA/commit/0e31941b14171c16697123ff7b81becbeef1c089   \n",
+       "12                                                                                NaN   \n",
+       "13   https://github.com/ANHIG/IMGTHLA/commit/a07bcbd18f5f95606b16258241f9d18ba0e65390   \n",
+       "14                                                                                NaN   \n",
+       "15   https://github.com/ANHIG/IMGTHLA/commit/9d8f585502fcfe70c5f809ba44856a6f0cd986a2   \n",
+       "16   https://github.com/ANHIG/IMGTHLA/commit/340238f97d078fc6b8524deac6366c9ce261b049   \n",
+       "17                                                                                NaN   \n",
+       "18                                                                                NaN   \n",
+       "19   https://github.com/ANHIG/IMGTHLA/commit/4826201263c95aefc29beaeb323f883cf6b4edfb   \n",
+       "20                                                                                NaN   \n",
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+       "22                                                                                NaN   \n",
+       "23                                                                                NaN   \n",
+       "24                                                                                NaN   \n",
+       "25   https://github.com/ANHIG/IMGTHLA/commit/b2bc0b6582d3d681518ba61fda43f4412ed4ce3c   \n",
+       "26                                                                                NaN   \n",
+       "27                                                                                NaN   \n",
+       "28                                                                                NaN   \n",
+       "29                                                                                NaN   \n",
+       "30                                                                                NaN   \n",
+       "31                                                                                NaN   \n",
+       "32                                                                                NaN   \n",
+       "33                                                                                NaN   \n",
+       "34                                                                                NaN   \n",
+       "35                                                                                NaN   \n",
+       "36                                                                                NaN   \n",
+       "37                                                                                NaN   \n",
+       "38                                                                                NaN   \n",
+       "39                                                                                NaN   \n",
+       "40                                                                                NaN   \n",
+       "41                                                                                NaN   \n",
+       "42                                                                                NaN   \n",
+       "43                                                                                NaN   \n",
+       "44                                                                                NaN   \n",
+       "45                                                                                NaN   \n",
+       "46   https://github.com/ANHIG/IMGTHLA/commit/a77291dc50f529de813a08cdefbbc0986e9af618   \n",
+       "47                                                                                NaN   \n",
+       "48   https://github.com/ANHIG/IMGTHLA/commit/4567906453bee9982446cd027786eecf829ef2b7   \n",
+       "49                                                                                NaN   \n",
+       "50   https://github.com/ANHIG/IMGTHLA/commit/757c50c62877fd1dc6f9b3b8e5d147c38687be5e   \n",
+       "51                                                                                NaN   \n",
+       "52   https://github.com/ANHIG/IMGTHLA/commit/0955750fc82de4cf23b6c1d4cef9030190335f39   \n",
+       "53                                                                                NaN   \n",
+       "54   https://github.com/ANHIG/IMGTHLA/commit/e5d86aedd655d9cc9e08b3c2fd408d57dccbde9c   \n",
+       "55                                                                                NaN   \n",
+       "56   https://github.com/ANHIG/IMGTHLA/commit/3a4e2d96d7e8fdb78d4174580420d58e31956406   \n",
+       "57                                                                                NaN   \n",
+       "58   https://github.com/ANHIG/IMGTHLA/commit/6fa96efcee41d829c147cef7dbe71ccbd3650f80   \n",
+       "59   https://github.com/ANHIG/IMGTHLA/commit/0e0482b4cc5fd3f7757f479284c27a940ea1f3d7   \n",
+       "60                                                                                NaN   \n",
+       "61                                                                                NaN   \n",
+       "62   https://github.com/ANHIG/IMGTHLA/commit/8ffb7a63b0f265452e5dc0237bfbe0ce3aed14c7   \n",
+       "63                                                                                NaN   \n",
+       "64   https://github.com/ANHIG/IMGTHLA/commit/a1e2cf2f22d2d4b1ee12358a06772756ceb535a6   \n",
+       "65                                                                                NaN   \n",
+       "66   https://github.com/ANHIG/IMGTHLA/commit/d2d5c25c6d50ad76246eaf38b5610b08a0b2e388   \n",
+       "67                                                                                NaN   \n",
+       "68                                                                                NaN   \n",
+       "69                                                                                NaN   \n",
+       "70   https://github.com/ANHIG/IMGTHLA/commit/2e48e6b4d03a527cc1d49ceee753a274618f95a5   \n",
+       "71                                                                                NaN   \n",
+       "72   https://github.com/ANHIG/IMGTHLA/commit/ee9ddf9a670467af09b17bd2ca0ef37e7b3cc0e4   \n",
+       "73                                                                                NaN   \n",
+       "74   https://github.com/ANHIG/IMGTHLA/commit/4e50cded5c4e45a577b1cb229eb3ed3461093839   \n",
+       "75                                                                                NaN   \n",
+       "76   https://github.com/ANHIG/IMGTHLA/commit/18fb9dc249237ad5cb0043fabc1519a11cd60604   \n",
+       "77                                                                                NaN   \n",
+       "78                                                                                NaN   \n",
+       "79                                                                                NaN   \n",
+       "80                                                                                NaN   \n",
+       "81                                                                                NaN   \n",
+       "82                                                                                NaN   \n",
+       "83                                                                                NaN   \n",
+       "84                                                                                NaN   \n",
+       "85                                                                                NaN   \n",
+       "86                                                                                NaN   \n",
+       "87                                                                                NaN   \n",
+       "88                                                                                NaN   \n",
+       "89                                                                                NaN   \n",
+       "90                                                                                NaN   \n",
+       "91                                                                                NaN   \n",
+       "92                                                                                NaN   \n",
+       "93                                                                                NaN   \n",
+       "94                                                                                NaN   \n",
+       "95                                                                                NaN   \n",
+       "96                                                                                NaN   \n",
+       "97                                                                                NaN   \n",
+       "98                                                                                NaN   \n",
+       "99                                                                                NaN   \n",
+       "100                                                                               NaN   \n",
+       "101                                                                               NaN   \n",
+       "102                                                                               NaN   \n",
+       "103                                                                               NaN   \n",
+       "104                                                                               NaN   \n",
+       "105                                                                               NaN   \n",
+       "106  https://github.com/ANHIG/IMGTHLA/commit/03bec554dde5de988a9b8834b2255b5c1fda2da9   \n",
+       "107                                                                               NaN   \n",
+       "108                                                                               NaN   \n",
+       "109                                                                               NaN   \n",
+       "110                                                                               NaN   \n",
+       "111  https://github.com/ANHIG/IMGTHLA/commit/ed8f3032452f07635808d7c426ac164a205c39ca   \n",
+       "112                                                                               NaN   \n",
+       "113  https://github.com/ANHIG/IMGTHLA/commit/02feff2f6c970ecb2e56f4d183a6914cc3671688   \n",
+       "114                                                                               NaN   \n",
+       "115  https://github.com/ANHIG/IMGTHLA/commit/a86ee12d28796d6f313c82c1e432d8d3c23642c3   \n",
+       "116                                                                               NaN   \n",
+       "117  https://github.com/ANHIG/IMGTHLA/commit/ff1912ff754078df3971b043fa1e75792eb5f574   \n",
+       "118                                                                               NaN   \n",
+       "119  https://github.com/ANHIG/IMGTHLA/commit/11bf2f4bfa5aacee1e93371db7031384464e0c00   \n",
+       "120                                                                               NaN   \n",
+       "121  https://github.com/ANHIG/IMGTHLA/commit/bb822ea4345bd2c8112c9a38b2ff52f740d66fe7   \n",
+       "122                                                                               NaN   \n",
+       "123  https://github.com/ANHIG/IMGTHLA/commit/82db091ca78ba3d56ec7e9ad8ec5b14a2c29e798   \n",
+       "124                                                                               NaN   \n",
+       "125  https://github.com/ANHIG/IMGTHLA/commit/1ef6c70cae0dd961affcbc3e12378efb28d09e82   \n",
+       "126                                                                               NaN   \n",
+       "127  https://github.com/ANHIG/IMGTHLA/commit/5518ee75e215a8a9881173733f9072b1765ac560   \n",
+       "128                                                                               NaN   \n",
+       "129  https://github.com/ANHIG/IMGTHLA/commit/c67fe7dfbd506bf0351f2e1a39dcba4011452f27   \n",
+       "130                                                                               NaN   \n",
+       "131  https://github.com/ANHIG/IMGTHLA/commit/975fe3fdb5f7a6a603407d8a402e972fd664ce77   \n",
+       "132                                                                               NaN   \n",
+       "133                                                                               NaN   \n",
+       "134  https://github.com/ANHIG/IMGTHLA/commit/8406662a52d5c36e3be3d25382fffeca637692ce   \n",
+       "135                                                                               NaN   \n",
+       "136  https://github.com/ANHIG/IMGTHLA/commit/301f14b040fe71ddaf3b3c2d82a9f018acc3ac08   \n",
+       "137                                                                               NaN   \n",
+       "138  https://github.com/ANHIG/IMGTHLA/commit/d2fa905f97c12bdc052422c2bd0612e4febc7296   \n",
+       "139                                                                               NaN   \n",
+       "140  https://github.com/ANHIG/IMGTHLA/commit/956dca426d7762aec9b4b6b2c44aecc737497b90   \n",
+       "141                                                                               NaN   \n",
+       "142  https://github.com/ANHIG/IMGTHLA/commit/54260ae30292eab4c5b6cd04e9c9f40a5f733209   \n",
+       "143                                                                               NaN   \n",
+       "144                                                                               NaN   \n",
+       "145  https://github.com/ANHIG/IMGTHLA/commit/89e34862a183428e57cfb2adfe34024e885f80c7   \n",
+       "146                                                                               NaN   \n",
+       "147  https://github.com/ANHIG/IMGTHLA/commit/5d18a91dcab45d288991ce287e10de01f9b86c8e   \n",
+       "148                                                                               NaN   \n",
+       "149                                                                               NaN   \n",
+       "150                                                                               NaN   \n",
+       "151                                                                               NaN   \n",
+       "152                                                                               NaN   \n",
+       "153  https://github.com/ANHIG/IMGTHLA/commit/dc373c05432b0862847b64053524cad676a624c1   \n",
+       "154                                                                               NaN   \n",
+       "155  https://github.com/ANHIG/IMGTHLA/commit/930ed78dd5a00c7190d4f743bbda0ae389a95fae   \n",
+       "156                                                                               NaN   \n",
+       "157  https://github.com/ANHIG/IMGTHLA/commit/cdeaf405d3a1c1537e1b9cc0d7ab1dbffb0b653c   \n",
+       "158  https://github.com/ANHIG/IMGTHLA/commit/2313e0f9e830e72fcba7d4444caabb512060fad1   \n",
+       "159                                                                               NaN   \n",
+       "160  https://github.com/ANHIG/IMGTHLA/commit/cfb6db3de7f3a7e76d88467271541ff0cc8fbca1   \n",
+       "161                                                                               NaN   \n",
+       "162  https://github.com/ANHIG/IMGTHLA/commit/059daf7439b541a96ee814460f9764df45a2393b   \n",
+       "163                                                                               NaN   \n",
+       "164  https://github.com/ANHIG/IMGTHLA/commit/d709ecc8960232754a592b2f442126f8a905e5c9   \n",
+       "165                                                                               NaN   \n",
+       "166                                                                               NaN   \n",
+       "167  https://github.com/ANHIG/IMGTHLA/commit/ed7d5ca3c803c270c2f9bf2c203e91a440a28327   \n",
+       "168                                                                               NaN   \n",
+       "169  https://github.com/ANHIG/IMGTHLA/commit/ada3512714bf4053e2210e44b4368c1cabc14f5e   \n",
+       "170                                                                               NaN   \n",
+       "171  https://github.com/ANHIG/IMGTHLA/commit/99fff9d205cc7fb0cf0b02a408ce628989bad7f9   \n",
+       "172                                                                               NaN   \n",
+       "173  https://github.com/ANHIG/IMGTHLA/commit/36da94dd4846a89c2321178900a5eb082bc19eb4   \n",
+       "174                                                                               NaN   \n",
+       "175  https://github.com/ANHIG/IMGTHLA/commit/4a0401af6be02ca688adeef3f63f5e55288d14fe   \n",
+       "176                                                                               NaN   \n",
+       "177                                                                               NaN   \n",
+       "178  https://github.com/ANHIG/IMGTHLA/commit/70055402cf42eef5e0d13a1d2ef3b93de0c020f9   \n",
+       "179                                                                               NaN   \n",
+       "180  https://github.com/ANHIG/IMGTHLA/commit/7d90e5cc213b23a0d743e9c53071ba84651bfe5a   \n",
+       "181                                                                               NaN   \n",
+       "182                                                                               NaN   \n",
+       "183                                                                               NaN   \n",
+       "184                                                                               NaN   \n",
+       "185  https://github.com/ANHIG/IMGTHLA/commit/a4444d12054ea29fb23c2f1f495bd4ee5015f8ab   \n",
+       "186                                                                               NaN   \n",
+       "187  https://github.com/ANHIG/IMGTHLA/commit/5214e65c5af3d46ffe35e9e7d0e0ede0024ee4b2   \n",
+       "188                                                                               NaN   \n",
+       "189  https://github.com/ANHIG/IMGTHLA/commit/8b89f84af6dfc4f1ebc96355a73520138dc0da57   \n",
+       "190                                                                               NaN   \n",
+       "191  https://github.com/ANHIG/IMGTHLA/commit/580de96b0844723391a641604968711510d6442a   \n",
+       "192                                                                               NaN   \n",
+       "193  https://github.com/ANHIG/IMGTHLA/commit/25d5b34c0315027ace921911b3b970f6f061dc1a   \n",
+       "194                                                                               NaN   \n",
+       "195                                                                               NaN   \n",
+       "196  https://github.com/ANHIG/IMGTHLA/commit/003ea5a0ad4901d5d23b74c950aabc25bb00dcd4   \n",
+       "197                                                                               NaN   \n",
+       "198  https://github.com/ANHIG/IMGTHLA/commit/7fdf01fe7d6d820e528facfd2667fadd97f72d36   \n",
+       "199                                                                               NaN   \n",
+       "200  https://github.com/ANHIG/IMGTHLA/commit/5c3deac6525c7c955a2cd0ce1bce6053325364d9   \n",
+       "201                                                                               NaN   \n",
+       "202                                                                               NaN   \n",
+       "203                                                                               NaN   \n",
+       "204                                                                               NaN   \n",
+       "205  https://github.com/ANHIG/IMGTHLA/commit/294df7d8073810bbfcc0e576f9fa5573818a611a   \n",
+       "206                                                                               NaN   \n",
+       "207  https://github.com/ANHIG/IMGTHLA/commit/be4d5ed21800456d4bc0806f3c0ff691428e2672   \n",
+       "208                                                                               NaN   \n",
+       "209  https://github.com/ANHIG/IMGTHLA/commit/140ad289ff4d93d5ba5168b2c6ea6b03549fea49   \n",
+       "210                                                                               NaN   \n",
+       "211  https://github.com/ANHIG/IMGTHLA/commit/0759a159d55c8615b8202b917018c8ef07097aa1   \n",
+       "212                                                                               NaN   \n",
+       "213  https://github.com/ANHIG/IMGTHLA/commit/9cd9ad7659f05f0455488e4b6f099b0c1c8ec5bc   \n",
+       "214                                                                               NaN   \n",
+       "215  https://github.com/ANHIG/IMGTHLA/commit/9058bc22aeb92d1a949f5b4deb7a60a9397223af   \n",
+       "216                                                                               NaN   \n",
+       "217  https://github.com/ANHIG/IMGTHLA/commit/673c18ede6be55c414166826f9b9f293aac4d712   \n",
+       "218                                                                               NaN   \n",
+       "219  https://github.com/ANHIG/IMGTHLA/commit/997b91b4b9f7bce0b2864a53fea8c597ce856560   \n",
+       "220                                                                               NaN   \n",
+       "221  https://github.com/ANHIG/IMGTHLA/commit/cb93364422d93a620d10f3c0570236f924cb8535   \n",
+       "222                                                                               NaN   \n",
+       "223                                                                               NaN   \n",
+       "224  https://github.com/ANHIG/IMGTHLA/commit/a31926c9f4ad39e4459965fee193c17d06afec9f   \n",
+       "225                                                                               NaN   \n",
+       "226                                                                               NaN   \n",
+       "227  https://github.com/ANHIG/IMGTHLA/commit/dc30eaa5e37a87beb406cb7eded516d74ae32097   \n",
+       "228                                                                               NaN   \n",
+       "229  https://github.com/ANHIG/IMGTHLA/commit/16372613782964481372e0e17050caa66f325a55   \n",
+       "230                                                                               NaN   \n",
+       "231  https://github.com/ANHIG/IMGTHLA/commit/d67374ac2e2935ea39591034bb2013cb275706a9   \n",
+       "232                                                                               NaN   \n",
+       "233  https://github.com/ANHIG/IMGTHLA/commit/772825eca8db8262af6d7d274dec7f8c4d8c94f1   \n",
+       "234                                                                               NaN   \n",
+       "235                                                                               NaN   \n",
+       "236                                                                               NaN   \n",
+       "237  https://github.com/ANHIG/IMGTHLA/commit/38c516e7c81ec1e13f622748fc2d5290ca2aaf57   \n",
+       "238                                                                               NaN   \n",
+       "239                                                                               NaN   \n",
+       "240                                                                               NaN   \n",
+       "241                                                                               NaN   \n",
+       "242                                                                               NaN   \n",
+       "243  https://github.com/ANHIG/IMGTHLA/commit/814e16d51b800a14a3ca90c394df84d90cc8c24d   \n",
+       "244                                                                               NaN   \n",
+       "245  https://github.com/ANHIG/IMGTHLA/commit/7c558d92c641955ce1f03be38e95057cc47ddeea   \n",
+       "246                                                                               NaN   \n",
+       "247  https://github.com/ANHIG/IMGTHLA/commit/fdfbacb192894a95177245e08264d591d3980725   \n",
+       "248                                                                               NaN   \n",
+       "249                                                                               NaN   \n",
+       "250  https://github.com/ANHIG/IMGTHLA/commit/abccbbfe6192ad26e04d5392c112e39951eec1aa   \n",
+       "251                                                                               NaN   \n",
+       "252  https://github.com/ANHIG/IMGTHLA/commit/72dbd49747c0d01d22bb090d8b847738d4ecd70c   \n",
+       "253                                                                               NaN   \n",
+       "254  https://github.com/ANHIG/IMGTHLA/commit/b3f386ec2c2bc43a823ecd09dcc888a32bb8aae1   \n",
+       "255                                                                               NaN   \n",
+       "256  https://github.com/ANHIG/IMGTHLA/commit/4a543c59a2e838e82fb9e2388670552e96b565ac   \n",
+       "257                                                                               NaN   \n",
+       "258                                                                               NaN   \n",
+       "259                                                                               NaN   \n",
+       "260                                                                               NaN   \n",
+       "261                                                                               NaN   \n",
+       "262                                                                               NaN   \n",
+       "263                                                                               NaN   \n",
+       "264                                                                               NaN   \n",
+       "265                                                                               NaN   \n",
+       "266                                                                               NaN   \n",
+       "267                                                                               NaN   \n",
+       "268                                                                               NaN   \n",
+       "269                                                                               NaN   \n",
+       "270                                                                               NaN   \n",
+       "271                                                                               NaN   \n",
+       "272                                                                               NaN   \n",
+       "273                                                                               NaN   \n",
+       "274                                                                               NaN   \n",
+       "275                                                                               NaN   \n",
+       "276                                                                               NaN   \n",
+       "277                                                                               NaN   \n",
+       "278                                                                               NaN   \n",
+       "279                                                                               NaN   \n",
+       "280                                                                               NaN   \n",
+       "281                                                                               NaN   \n",
+       "282                                                                               NaN   \n",
+       "283                                                                               NaN   \n",
+       "284                                                                               NaN   \n",
+       "285                                                                               NaN   \n",
+       "286                                                                               NaN   \n",
+       "287                                                                               NaN   \n",
+       "288                                                                               NaN   \n",
+       "289  https://github.com/ANHIG/IMGTHLA/commit/de01b0573fd9108539ef10b4e44b12d334085871   \n",
+       "290                                                                               NaN   \n",
+       "291  https://github.com/ANHIG/IMGTHLA/commit/3524e254b9229f55204336ea48a08209ff4fcaf5   \n",
+       "292                                                                               NaN   \n",
+       "293  https://github.com/ANHIG/IMGTHLA/commit/ab4270d992aa01bdad00391cf9f75637ad639f4c   \n",
+       "294                                                                               NaN   \n",
+       "295  https://github.com/ANHIG/IMGTHLA/commit/47e2bd1bac36eaec7519074b32e7e51c91e2cbfb   \n",
+       "296                                                                               NaN   \n",
+       "297                                                                               NaN   \n",
+       "298  https://github.com/ANHIG/IMGTHLA/commit/9bfeefc2260b746f6957c779cbf6b312d12a8315   \n",
+       "299                                                                               NaN   \n",
+       "300  https://github.com/ANHIG/IMGTHLA/commit/2d64b137a6c4f6a6f56b6bd78ef0dc7b1f859874   \n",
+       "301                                                                               NaN   \n",
+       "302  https://github.com/ANHIG/IMGTHLA/commit/d99d8aca3f01f7431741a998ea5cc2417d53ac9c   \n",
+       "303                                                                               NaN   \n",
+       "304  https://github.com/ANHIG/IMGTHLA/commit/08554f8595c64127fc5d7cd316e046b7f0909cb2   \n",
+       "305                                                                               NaN   \n",
+       "306                                                                               NaN   \n",
+       "307  https://github.com/ANHIG/IMGTHLA/commit/1c2e1db1481078fd1fcb254e9b6077b7a0176fe9   \n",
+       "308                                                                               NaN   \n",
+       "309  https://github.com/ANHIG/IMGTHLA/commit/3ec3328f771ccd276d42093b08b40110c22cf8bd   \n",
+       "310                                                                               NaN   \n",
+       "311                                                                               NaN   \n",
+       "312                                                                               NaN   \n",
+       "313                                                                               NaN   \n",
+       "314                                                                               NaN   \n",
+       "315                                                                               NaN   \n",
+       "316                                                                               NaN   \n",
+       "317  https://github.com/ANHIG/IMGTHLA/commit/eb55f49c6095fba21b84e56b15e35a3b4d1677ef   \n",
+       "318                                                                               NaN   \n",
+       "319  https://github.com/ANHIG/IMGTHLA/commit/c23a7bc6bba0269ee6e01572b06ea6483da2813b   \n",
+       "320                                                                               NaN   \n",
+       "321                                                                               NaN   \n",
+       "322                                                                               NaN   \n",
+       "323  https://github.com/ANHIG/IMGTHLA/commit/8753c19af7238360702ecbd5ac41c415d2721189   \n",
+       "324                                                                               NaN   \n",
+       "325  https://github.com/ANHIG/IMGTHLA/commit/f0d17a6dfbdbbb3d65562d674386340b1ae778f9   \n",
+       "326                                                                               NaN   \n",
+       "327  https://github.com/ANHIG/IMGTHLA/commit/0434e7ca92456678ce303e0c94af4e36266f1fbd   \n",
+       "328                                                                               NaN   \n",
+       "329  https://github.com/ANHIG/IMGTHLA/commit/95387f55b0ffc7a0a858a1bbf162a159a3fb12c6   \n",
+       "330                                                                               NaN   \n",
+       "331  https://github.com/ANHIG/IMGTHLA/commit/4282c60ae637ad863b5ae99ef32393590dd1ef1f   \n",
+       "332                                                                               NaN   \n",
+       "333  https://github.com/ANHIG/IMGTHLA/commit/d2cf3ddfe6861b12eb46e763b5426657ec08fb5e   \n",
+       "334                                                                               NaN   \n",
+       "335                                                                               NaN   \n",
+       "336  https://github.com/ANHIG/IMGTHLA/commit/8d0a251d1fd75d178eac597094d0508f8e1024b9   \n",
+       "337                                                                               NaN   \n",
+       "338  https://github.com/ANHIG/IMGTHLA/commit/5fd5136e8c6efd0f35352a138d3bf2b31481266a   \n",
+       "339                                                                               NaN   \n",
+       "340                                                                               NaN   \n",
+       "341                                                                               NaN   \n",
+       "342                                                                               NaN   \n",
+       "343                                                                               NaN   \n",
+       "344                                                                               NaN   \n",
+       "345  https://github.com/ANHIG/IMGTHLA/commit/fb3d245c5c449ce3b69990934a404c1ece84901f   \n",
+       "346                                                                               NaN   \n",
+       "347  https://github.com/ANHIG/IMGTHLA/commit/ae24ec929b79de60a9c0da3d2bc78a13b9b0da88   \n",
+       "348                                                                               NaN   \n",
+       "349  https://github.com/ANHIG/IMGTHLA/commit/ceec6c83623fc48e31c306c88089891fb89575b0   \n",
+       "350                                                                               NaN   \n",
+       "351  https://github.com/ANHIG/IMGTHLA/commit/b9055382e8c2c30fff6d9de6a0be0265b5abc55f   \n",
+       "352                                                                               NaN   \n",
+       "353                                                                               NaN   \n",
+       "354                                                                               NaN   \n",
+       "355                                                                               NaN   \n",
+       "356                                                                               NaN   \n",
+       "357                                                                               NaN   \n",
+       "358                                                                               NaN   \n",
+       "359                                                                               NaN   \n",
+       "360                                                                               NaN   \n",
+       "361  https://github.com/ANHIG/IMGTHLA/commit/027c139d2dda9e7bbf29d61af35f513c06a812a6   \n",
+       "362                                                                               NaN   \n",
+       "363  https://github.com/ANHIG/IMGTHLA/commit/58b9841003e927db3fdb503055a22f57cb56a57c   \n",
+       "364                                                                               NaN   \n",
+       "365  https://github.com/ANHIG/IMGTHLA/commit/f46dca0809b813e38214d96860da7ea83614e54c   \n",
+       "366                                                                               NaN   \n",
+       "367  https://github.com/ANHIG/IMGTHLA/commit/39309155109aabc9f65ebe96cf6dca3e103b9e10   \n",
+       "368                                                                               NaN   \n",
+       "369                                                                               NaN   \n",
+       "370                                                                               NaN   \n",
+       "371  https://github.com/ANHIG/IMGTHLA/commit/e923f79e2aaacacdb52de9b149c4a4946163b742   \n",
+       "372                                                                               NaN   \n",
+       "373                                                                               NaN   \n",
+       "374                                                                               NaN   \n",
+       "375  https://github.com/ANHIG/IMGTHLA/commit/fdb4666aac16126e3d851db8343e2d8c573131df   \n",
+       "376                                                                               NaN   \n",
+       "377  https://github.com/ANHIG/IMGTHLA/commit/8b002924f8c095ab39fec054b1886adca6452d31   \n",
+       "378                                                                               NaN   \n",
+       "379  https://github.com/ANHIG/IMGTHLA/commit/3b1848614de19ad87a66436350f5a3161ee61188   \n",
+       "380                                                                               NaN   \n",
+       "381                                                                               NaN   \n",
+       "382                                                                               NaN   \n",
+       "383  https://github.com/ANHIG/IMGTHLA/commit/589fec138a6544295f0b146d0da8c24735910bfb   \n",
+       "384                                                                               NaN   \n",
+       "385                                                                               NaN   \n",
+       "386  https://github.com/ANHIG/IMGTHLA/commit/2d282c36c2005a11e9d3151daaaaf7e4ca5acfb9   \n",
+       "387                                                                               NaN   \n",
+       "388                                                                               NaN   \n",
+       "389                                                                               NaN   \n",
+       "390  https://github.com/ANHIG/IMGTHLA/commit/f2472aaf572658757a7fc2b0132fcc85fbfe02c1   \n",
+       "391                                                                               NaN   \n",
+       "392                                                                               NaN   \n",
+       "393                                                                               NaN   \n",
+       "394                                                                               NaN   \n",
+       "395                                                                               NaN   \n",
+       "396  https://github.com/ANHIG/IMGTHLA/commit/2841da4de8bad88fdcff4f711d188eca731320e4   \n",
+       "397                                                                               NaN   \n",
+       "398                                                                               NaN   \n",
+       "399                                                                               NaN   \n",
+       "400                                                                               NaN   \n",
+       "401                                                                               NaN   \n",
+       "402                                                                               NaN   \n",
+       "403  https://github.com/ANHIG/IMGTHLA/commit/2841da4de8bad88fdcff4f711d188eca731320e4   \n",
+       "404  https://github.com/ANHIG/IMGTHLA/commit/1647233ff5acfd74579e079bcc0bd33aa67d0344   \n",
+       "405                                                                               NaN   \n",
+       "406                                                                               NaN   \n",
+       "407                                                                               NaN   \n",
+       "408  https://github.com/ANHIG/IMGTHLA/commit/62034dec31973902cdbad9dde49d215016520b5e   \n",
+       "409                                                                               NaN   \n",
+       "410                                                                               NaN   \n",
+       "411                                                                               NaN   \n",
+       "412                                                                               NaN   \n",
+       "413                                                                               NaN   \n",
+       "414                                                                               NaN   \n",
+       "415                                                                               NaN   \n",
+       "416                                                                               NaN   \n",
+       "417  https://github.com/ANHIG/IMGTHLA/commit/bf673b4a4f42415317b116ef71552a75d15974c7   \n",
+       "418                                                                               NaN   \n",
+       "419                                                                               NaN   \n",
+       "420  https://github.com/ANHIG/IMGTHLA/commit/ffddb088051b8b0b0de0e9956613e31f88b2fe64   \n",
+       "421                                                                               NaN   \n",
+       "422  https://github.com/ANHIG/IMGTHLA/commit/61daadbf669adf36fe353b4d6487acae57268715   \n",
+       "423                                                                               NaN   \n",
+       "424  https://github.com/ANHIG/IMGTHLA/commit/67ad77c3759b8ce339c7f72e45dc69e112346530   \n",
+       "425                                                                               NaN   \n",
+       "426  https://github.com/ANHIG/IMGTHLA/commit/6c01806964b5fd841d9e76290bb2b67a9a2014fc   \n",
+       "427                                                                               NaN   \n",
+       "428  https://github.com/ANHIG/IMGTHLA/commit/1bc1e29a8e819a698b1b88f443d908f834bb82b7   \n",
+       "429                                                                               NaN   \n",
+       "430  https://github.com/ANHIG/IMGTHLA/commit/e463a9f13ff8ab78c4df42c6af9fdc77e84ef8eb   \n",
+       "431                                                                               NaN   \n",
+       "432                                                                               NaN   \n",
+       "433  https://github.com/ANHIG/IMGTHLA/commit/431b4b6434f318354426ee02a49616b998e8cc68   \n",
+       "434                                                                               NaN   \n",
+       "435  https://github.com/ANHIG/IMGTHLA/commit/0d3a6c5423405678431f647444cbefb72626210b   \n",
+       "436                                                                               NaN   \n",
+       "437  https://github.com/ANHIG/IMGTHLA/commit/ba884d04072b9b74763294c05fecffe465056590   \n",
+       "438                                                                               NaN   \n",
+       "439                                                                               NaN   \n",
+       "440                                                                               NaN   \n",
+       "441                                                                               NaN   \n",
+       "442                                                                               NaN   \n",
+       "443                                                                               NaN   \n",
+       "444  https://github.com/ANHIG/IMGTHLA/commit/ba5f58f4889e3ece2556662ee7dfa3d72ccb6be0   \n",
+       "445                                                                               NaN   \n",
+       "446                                                                               NaN   \n",
+       "447                                                                               NaN   \n",
+       "448  https://github.com/ANHIG/IMGTHLA/commit/96e477a681d939a64af04440ee682a2d0f6be365   \n",
+       "449                                                                               NaN   \n",
+       "450  https://github.com/ANHIG/IMGTHLA/commit/01588fbf4c5636142fe8d33980a3edab2b023e9d   \n",
+       "451                                                                               NaN   \n",
+       "452  https://github.com/ANHIG/IMGTHLA/commit/fb025d76e2509be704b4b738e4ac5f83e511aea3   \n",
+       "453                                                                               NaN   \n",
+       "454                                                                               NaN   \n",
+       "455  https://github.com/ANHIG/IMGTHLA/commit/788e9d8a3e8db9606824d2d52646bd91902f03a9   \n",
+       "456                                                                               NaN   \n",
+       "457  https://github.com/ANHIG/IMGTHLA/commit/b46aec85945ed773eff0445db3b0940f4469d028   \n",
+       "458                                                                               NaN   \n",
+       "459  https://github.com/ANHIG/IMGTHLA/commit/9ab5d76764617e43c840fbe187b7c3173682d94c   \n",
+       "460                                                                               NaN   \n",
+       "461                                                                               NaN   \n",
+       "462                                                                               NaN   \n",
+       "463  https://github.com/ANHIG/IMGTHLA/commit/054dac767e3513fed7ced0639fc67dd371b4bd28   \n",
+       "464                                                                               NaN   \n",
+       "465  https://github.com/ANHIG/IMGTHLA/commit/48caa202c941b79a1868311cd2bc2dbf45889aea   \n",
+       "466                                                                               NaN   \n",
+       "467  https://github.com/ANHIG/IMGTHLA/commit/bd4562b0edc5b02a22b8a588568e04f0362d8220   \n",
+       "468                                                                               NaN   \n",
+       "469  https://github.com/ANHIG/IMGTHLA/commit/e05a5c42d89815626d4a272d3283e2bd86f5fc66   \n",
+       "470                                                                               NaN   \n",
+       "471                                                                               NaN   \n",
+       "472                                                                               NaN   \n",
+       "473                                                                               NaN   \n",
+       "474  https://github.com/ANHIG/IMGTHLA/commit/30ca054efd7872597e8a3e14043627ae126a1ee9   \n",
+       "475  https://github.com/ANHIG/IMGTHLA/commit/b25532e27dabf40752a2687c6b14c7e521addf4d   \n",
+       "476                                                                               NaN   \n",
+       "477                                                                               NaN   \n",
+       "478  https://github.com/ANHIG/IMGTHLA/commit/b23d7db0eebbf52d510780cefb6e09f83de70581   \n",
+       "479                                                                               NaN   \n",
+       "480  https://github.com/ANHIG/IMGTHLA/commit/0d5afcde672cf0472d5f02f4705dd8d31c32eb01   \n",
+       "481                                                                               NaN   \n",
+       "482                                                                               NaN   \n",
+       "483  https://github.com/ANHIG/IMGTHLA/commit/e5af6aaf8ce3d052cab09bcda8f45c8efafeaeb4   \n",
+       "484                                                                               NaN   \n",
+       "485                                                                               NaN   \n",
+       "486                                                                               NaN   \n",
+       "487                                                                               NaN   \n",
+       "488                                                                               NaN   \n",
+       "489                                                                               NaN   \n",
+       "490                                                                               NaN   \n",
+       "491  https://github.com/ANHIG/IMGTHLA/commit/aa665c92a1e8a83795a769b2df05ea523230a6ea   \n",
+       "492                                                                               NaN   \n",
+       "493                                                                               NaN   \n",
+       "494  https://github.com/ANHIG/IMGTHLA/commit/04b174de7519eba544de546c8da83605b2d67695   \n",
+       "495                                                                               NaN   \n",
+       "496  https://github.com/ANHIG/IMGTHLA/commit/776bfa37573cd955f2a65b153c2a4a9da135ccf3   \n",
+       "497                                                                               NaN   \n",
+       "498  https://github.com/ANHIG/IMGTHLA/commit/84b22ea27bf990f8863509d5a808f221d211fbbd   \n",
+       "499                                                                               NaN   \n",
+       "500  https://github.com/ANHIG/IMGTHLA/commit/a3b490b6e73aaf6cf8f936f8ef77180bae8fa0e7   \n",
+       "501                                                                               NaN   \n",
+       "502  https://github.com/ANHIG/IMGTHLA/commit/19d69647f9abfa71c99eb9db5c38006af993864e   \n",
+       "503                                                                               NaN   \n",
+       "504  https://github.com/ANHIG/IMGTHLA/commit/17fd07eda35d5224aa199c8b75a187676e59f4f8   \n",
+       "505                                                                               NaN   \n",
+       "506  https://github.com/ANHIG/IMGTHLA/commit/a48af996cb97f811d37735f251903ece2b08cbfc   \n",
+       "507                                                                               NaN   \n",
+       "508  https://github.com/ANHIG/IMGTHLA/commit/09f5ae780a2907e61ad8d04555cb4a07c45ba2d7   \n",
+       "509  https://github.com/ANHIG/IMGTHLA/commit/7ca733b18edab1fc837a34e3764b7d55e8dc93b0   \n",
+       "510  https://github.com/ANHIG/IMGTHLA/commit/145561f6c5c7a3e6a4a07366457eb3a1edcf2200   \n",
+       "511                                                                               NaN   \n",
+       "512  https://github.com/ANHIG/IMGTHLA/commit/48e676dd09433ba9181d31db3c938b68cbc2c194   \n",
+       "513                                                                               NaN   \n",
+       "514                                                                               NaN   \n",
+       "515                                                                               NaN   \n",
+       "516  https://github.com/ANHIG/IMGTHLA/commit/a192c306215ff6657c46c06ac3d8e44fa8b0c237   \n",
+       "517                                                                               NaN   \n",
+       "518                                                                               NaN   \n",
+       "519                                                                               NaN   \n",
+       "520  https://github.com/ANHIG/IMGTHLA/commit/432ebf6dddf39319f93a984938d160f5fdd86b02   \n",
+       "521                                                                               NaN   \n",
+       "522  https://github.com/ANHIG/IMGTHLA/commit/59ed1d6dffcc2787bf974f4ea69092a9072cc184   \n",
+       "523                                                                               NaN   \n",
+       "524  https://github.com/ANHIG/IMGTHLA/commit/46a38e4abbd2392c57350f023b5c855070e44cf7   \n",
+       "525                                                                               NaN   \n",
+       "526  https://github.com/ANHIG/IMGTHLA/commit/9ad7336fb1b7b6307310efb0308f6f7362133e8c   \n",
+       "527                                                                               NaN   \n",
+       "528  https://github.com/ANHIG/IMGTHLA/commit/c436780fea7228df63f493451531be6fd448854e   \n",
+       "529                                                                               NaN   \n",
+       "530  https://github.com/ANHIG/IMGTHLA/commit/d6c74bdb8f18dc13086d95ff3072af1422b61889   \n",
+       "531                                                                               NaN   \n",
+       "532                                                                               NaN   \n",
+       "533                                                                               NaN   \n",
+       "534  https://github.com/ANHIG/IMGTHLA/commit/41b3364db96b56b6dd596d776385657e9f2d96a2   \n",
+       "535                                                                               NaN   \n",
+       "536  https://github.com/ANHIG/IMGTHLA/commit/5ef0d330953fba1889653b120bdf50d22cc571a7   \n",
+       "537                                                                               NaN   \n",
+       "538                                                                               NaN   \n",
+       "539                                                                               NaN   \n",
+       "540  https://github.com/ANHIG/IMGTHLA/commit/e9eb52c8016d15233e9c70537d830181bc28fec5   \n",
+       "541                                                                               NaN   \n",
+       "542                                                                               NaN   \n",
+       "543                                                                               NaN   \n",
+       "544  https://github.com/ANHIG/IMGTHLA/commit/7a7d58ec828e8295dd4011f4f460f961a2b4428a   \n",
+       "545                                                                               NaN   \n",
+       "546  https://github.com/ANHIG/IMGTHLA/commit/03ded64be9b290287ab0101891ca6f338861c2fe   \n",
+       "547                                                                               NaN   \n",
+       "548  https://github.com/ANHIG/IMGTHLA/commit/25c04ea1f8bc4a9915417998310a563bdbb48115   \n",
+       "549                                                                               NaN   \n",
+       "550                                                                               NaN   \n",
+       "551  https://github.com/ANHIG/IMGTHLA/commit/2fdc68adf24ec02e28fba5657c7f31c1373491d2   \n",
+       "552                                                                               NaN   \n",
+       "553  https://github.com/ANHIG/IMGTHLA/commit/5df8b7ecec0e249df5485dd622efed8b35758540   \n",
+       "554                                                                               NaN   \n",
+       "555                                                                               NaN   \n",
+       "556                                                                               NaN   \n",
+       "557                                                                               NaN   \n",
+       "558                                                                               NaN   \n",
+       "559  https://github.com/ANHIG/IMGTHLA/commit/a65fcca04e51ba8a9d48d2ee676be1de7ff01746   \n",
+       "560                                                                               NaN   \n",
+       "561                                                                               NaN   \n",
+       "562                                                                               NaN   \n",
+       "563                                                                               NaN   \n",
+       "564                                                                               NaN   \n",
+       "565                                                                               NaN   \n",
+       "566                                                                               NaN   \n",
+       "567                                                                               NaN   \n",
+       "568                                                                               NaN   \n",
+       "569                                                                               NaN   \n",
+       "570                                                                               NaN   \n",
+       "571                                                                               NaN   \n",
+       "572                                                                               NaN   \n",
+       "573                                                                               NaN   \n",
+       "574                                                                               NaN   \n",
+       "575                                                                               NaN   \n",
+       "576                                                                               NaN   \n",
+       "577                                                                               NaN   \n",
+       "578                                                                               NaN   \n",
+       "579                                                                               NaN   \n",
+       "580                                                                               NaN   \n",
+       "581                                                                               NaN   \n",
+       "582                                                                               NaN   \n",
+       "583                                                                               NaN   \n",
+       "584                                                                               NaN   \n",
+       "585                                                                               NaN   \n",
+       "586                                                                               NaN   \n",
+       "587                                                                               NaN   \n",
+       "588                                                                               NaN   \n",
+       "589                                                                               NaN   \n",
+       "590                                                                               NaN   \n",
+       "591                                                                               NaN   \n",
+       "592                                                                               NaN   \n",
+       "593  https://github.com/ANHIG/IMGTHLA/commit/c37267e1ee355c619a3058da5a7135e19e6522de   \n",
+       "594                                                                               NaN   \n",
+       "595  https://github.com/ANHIG/IMGTHLA/commit/7b746d5303493fb53214ceffbd9b365c8ef4a126   \n",
+       "596                                                                               NaN   \n",
+       "597  https://github.com/ANHIG/IMGTHLA/commit/4240ef4cf17e503c44b177ff0f7b740258ac2e70   \n",
+       "598  https://github.com/ANHIG/IMGTHLA/commit/a2726dfb0cde8a5d567ce9a115d4f254f2af3851   \n",
+       "599                                                                               NaN   \n",
+       "600                                                                               NaN   \n",
+       "601  https://github.com/ANHIG/IMGTHLA/commit/cf8ed2bb499fae21b7ed1544177ef3589a8246b1   \n",
+       "602                                                                               NaN   \n",
+       "603                                                                               NaN   \n",
+       "604                                                                               NaN   \n",
+       "605                                                                               NaN   \n",
+       "606                                                                               NaN   \n",
+       "607                                                                               NaN   \n",
+       "608                                                                               NaN   \n",
+       "609                                                                               NaN   \n",
+       "610                                                                               NaN   \n",
+       "611  https://github.com/ANHIG/IMGTHLA/commit/4871325c65b16d5fc1a0fb406ebf539c3cbcf054   \n",
+       "612  https://github.com/ANHIG/IMGTHLA/commit/2f6878301950dfea48a8147a6d8bd012be564063   \n",
+       "613                                                                               NaN   \n",
+       "614  https://github.com/ANHIG/IMGTHLA/commit/ee9eefb21f878da18c72bdc04b31d6ec5d8ade06   \n",
+       "615                                                                               NaN   \n",
+       "616                                                                               NaN   \n",
+       "617                                                                               NaN   \n",
+       "618                                                                               NaN   \n",
+       "619                                                                               NaN   \n",
+       "620                                                                               NaN   \n",
+       "621  https://github.com/ANHIG/IMGTHLA/commit/b57de92d58da2bf787e5af34ab09e0e8ee6cea6c   \n",
+       "622                                                                               NaN   \n",
+       "623  https://github.com/ANHIG/IMGTHLA/commit/89b57278869c7b46fbbaf94825ed336328f3567a   \n",
+       "624                                                                               NaN   \n",
+       "625  https://github.com/ANHIG/IMGTHLA/commit/d3fd19b04d4256600e8c90a27a2b317d61514c86   \n",
+       "626                                                                               NaN   \n",
+       "627  https://github.com/ANHIG/IMGTHLA/commit/1a3007e433ed7ccffc4a2c7c36ed8013d6105d4d   \n",
+       "628                                                                               NaN   \n",
+       "629  https://github.com/ANHIG/IMGTHLA/commit/8f892b2675dd6464f526d32f1ad1d3fd62fa3b03   \n",
+       "630                                                                               NaN   \n",
+       "631                                                                               NaN   \n",
+       "632  https://github.com/ANHIG/IMGTHLA/commit/352813601073bcdc3d5eb08d1be07be904276a9a   \n",
+       "633                                                                               NaN   \n",
+       "634                                                                               NaN   \n",
+       "635                                                                               NaN   \n",
+       "636  https://github.com/ANHIG/IMGTHLA/commit/d53cfe39089bd2ce40cf0fa06167d0ae38e3e4ea   \n",
+       "637                                                                               NaN   \n",
+       "638  https://github.com/ANHIG/IMGTHLA/commit/ddda708da9f2f41ae7e7d122973c2eddb141d949   \n",
+       "639                                                                               NaN   \n",
+       "640  https://github.com/ANHIG/IMGTHLA/commit/3f46491c0fe377fd922412c93137efb6a4879b05   \n",
+       "641                                                                               NaN   \n",
+       "642  https://github.com/ANHIG/IMGTHLA/commit/178c68cca2044cbd5032cbff23e4c06b738aed2a   \n",
+       "643                                                                               NaN   \n",
+       "644                                                                               NaN   \n",
+       "645                                                                               NaN   \n",
+       "646                                                                               NaN   \n",
+       "647  https://github.com/ANHIG/IMGTHLA/commit/d86bdd9983424c792691269fa10e6f022ccf2191   \n",
+       "648                                                                               NaN   \n",
+       "649                                                                               NaN   \n",
+       "650  https://github.com/ANHIG/IMGTHLA/commit/fc712c5a4dd00f534e845982a29f46a14e22b292   \n",
+       "651  https://github.com/ANHIG/IMGTHLA/commit/db46d2a0209720c5fa0ab8b03403f7009f69d2d6   \n",
+       "652                                                                               NaN   \n",
+       "653                                                                               NaN   \n",
+       "654                                                                               NaN   \n",
+       "655  https://github.com/ANHIG/IMGTHLA/commit/8ab272288e81fa9a49fd4765579b066c2c03cc10   \n",
+       "656                                                                               NaN   \n",
+       "657  https://github.com/ANHIG/IMGTHLA/commit/db33aee5dc0b44251b64ff4c2e2f05d59e4e3a2d   \n",
+       "658                                                                               NaN   \n",
+       "659                                                                               NaN   \n",
+       "660  https://github.com/ANHIG/IMGTHLA/commit/5e1d9764c8e96749bc11d52807eea1f7cc38ce5c   \n",
+       "661                                                                               NaN   \n",
+       "662  https://github.com/ANHIG/IMGTHLA/commit/4d33035dd296826bbde200e17e5281910ac8be13   \n",
+       "663                                                                               NaN   \n",
+       "664                                                                               NaN   \n",
+       "665                                                                               NaN   \n",
+       "666                                                                               NaN   \n",
+       "667  https://github.com/ANHIG/IMGTHLA/commit/d1dd2ac5e2b6a8abef9e33ed397807ece52a22fe   \n",
+       "668  https://github.com/ANHIG/IMGTHLA/commit/c90cc62006b35061c8db4b6f8da1b86de7650b23   \n",
+       "669                                                                               NaN   \n",
+       "670  https://github.com/ANHIG/IMGTHLA/commit/8732e7d4739a911e01f69d2c5bda82ca15ca68a9   \n",
+       "671                                                                               NaN   \n",
+       "672                                                                               NaN   \n",
+       "673  https://github.com/ANHIG/IMGTHLA/commit/1fd937e6c0ff8452f64152aec9632f0586f981d1   \n",
+       "674                                                                               NaN   \n",
+       "675  https://github.com/ANHIG/IMGTHLA/commit/8f80f24d49797595d8a18b8d4d1f59846fbf3fe1   \n",
+       "676                                                                               NaN   \n",
+       "677                                                                               NaN   \n",
+       "678  https://github.com/ANHIG/IMGTHLA/commit/2c631a4b61d529ff1c0635750888f6f6d79c2703   \n",
+       "679                                                                               NaN   \n",
+       "680  https://github.com/ANHIG/IMGTHLA/commit/2d38d3313229fdc5f8aa00052a2db21b35be3d2d   \n",
+       "681                                                                               NaN   \n",
+       "682                                                                               NaN   \n",
+       "683                                                                               NaN   \n",
+       "684                                                                               NaN   \n",
+       "685                                                                               NaN   \n",
+       "686                                                                               NaN   \n",
+       "687                                                                               NaN   \n",
+       "688                                                                               NaN   \n",
+       "689                                                                               NaN   \n",
+       "690                                                                               NaN   \n",
+       "691                                                                               NaN   \n",
+       "692                                                                               NaN   \n",
+       "693                                                                               NaN   \n",
+       "694                                                                               NaN   \n",
+       "695                                                                               NaN   \n",
+       "696                                                                               NaN   \n",
+       "697                                                                               NaN   \n",
+       "698                                                                               NaN   \n",
+       "699                                                                               NaN   \n",
+       "700                                                                               NaN   \n",
+       "701                                                                               NaN   \n",
+       "702                                                                               NaN   \n",
+       "703  https://github.com/ANHIG/IMGTHLA/commit/36220a1c5c2d6954f4873a552544cc0e55b61d0a   \n",
+       "704                                                                               NaN   \n",
+       "705                                                                               NaN   \n",
+       "706  https://github.com/ANHIG/IMGTHLA/commit/4b8432c7d56121c84d6ef1d75a1c7185c628c13d   \n",
+       "707                                                                               NaN   \n",
+       "708  https://github.com/ANHIG/IMGTHLA/commit/def376dc6955b339b17f0a4b840e80eb6b9c744b   \n",
+       "709                                                                               NaN   \n",
+       "710                                                                               NaN   \n",
+       "711                                                                               NaN   \n",
+       "712                                                                               NaN   \n",
+       "713                                                                               NaN   \n",
+       "714                                                                               NaN   \n",
+       "715                                                                               NaN   \n",
+       "716                                                                               NaN   \n",
+       "717  https://github.com/ANHIG/IMGTHLA/commit/62945381d236dcdb2770daf1fa861b216b99635c   \n",
+       "718                                                                               NaN   \n",
+       "719  https://github.com/ANHIG/IMGTHLA/commit/9283ea834c9036298d0ffeec455cb00e80998157   \n",
+       "720                                                                               NaN   \n",
+       "721  https://github.com/ANHIG/IMGTHLA/commit/8bbbfb664b7d9787893860b9b199118363f0d29f   \n",
+       "722                                                                               NaN   \n",
+       "723  https://github.com/ANHIG/IMGTHLA/commit/dd94105b16d0b851349385f7a6366ea63a7ab41f   \n",
+       "724                                                                               NaN   \n",
+       "725  https://github.com/ANHIG/IMGTHLA/commit/83aa94b540407ccdfcb452c77439b86c543f849d   \n",
+       "726                                                                               NaN   \n",
+       "727  https://github.com/ANHIG/IMGTHLA/commit/f71eae6423f6fc21208543a100271fb1f3594ca0   \n",
+       "728                                                                               NaN   \n",
+       "729  https://github.com/ANHIG/IMGTHLA/commit/860f0e2963f4e17a3a4ee6631b00f85831414b7c   \n",
+       "730                                                                               NaN   \n",
+       "731  https://github.com/ANHIG/IMGTHLA/commit/37db1de2825438e8850de308d43a162a6d5c0ebd   \n",
+       "732                                                                               NaN   \n",
+       "733  https://github.com/ANHIG/IMGTHLA/commit/7d00d7b49cbcc987e07752845bd8b14986316ab4   \n",
+       "734                                                                               NaN   \n",
+       "735                                                                               NaN   \n",
+       "736  https://github.com/ANHIG/IMGTHLA/commit/9269ebc7d683892d200250d1cb9b50e65775adf1   \n",
+       "737                                                                               NaN   \n",
+       "738  https://github.com/ANHIG/IMGTHLA/commit/e4fd1e39a4d9f1da8e7efe4a7f699320e287dcdb   \n",
+       "\n",
+       "     author  committer  \n",
+       "0       NaN        NaN  \n",
+       "1       NaN        NaN  \n",
+       "2       NaN        NaN  \n",
+       "3       NaN        NaN  \n",
+       "4       NaN        NaN  \n",
+       "5       NaN        NaN  \n",
+       "6       NaN        NaN  \n",
+       "7       NaN        NaN  \n",
+       "8       NaN        NaN  \n",
+       "9       NaN        NaN  \n",
+       "10      NaN        NaN  \n",
+       "11      NaN        NaN  \n",
+       "12      NaN        NaN  \n",
+       "13      NaN        NaN  \n",
+       "14      NaN        NaN  \n",
+       "15      NaN        NaN  \n",
+       "16      NaN        NaN  \n",
+       "17      NaN        NaN  \n",
+       "18      NaN        NaN  \n",
+       "19      NaN        NaN  \n",
+       "20      NaN        NaN  \n",
+       "21      NaN        NaN  \n",
+       "22      NaN        NaN  \n",
+       "23      NaN        NaN  \n",
+       "24      NaN        NaN  \n",
+       "25      NaN        NaN  \n",
+       "26      NaN        NaN  \n",
+       "27      NaN        NaN  \n",
+       "28      NaN        NaN  \n",
+       "29      NaN        NaN  \n",
+       "30      NaN        NaN  \n",
+       "31      NaN        NaN  \n",
+       "32      NaN        NaN  \n",
+       "33      NaN        NaN  \n",
+       "34      NaN        NaN  \n",
+       "35      NaN        NaN  \n",
+       "36      NaN        NaN  \n",
+       "37      NaN        NaN  \n",
+       "38      NaN        NaN  \n",
+       "39      NaN        NaN  \n",
+       "40      NaN        NaN  \n",
+       "41      NaN        NaN  \n",
+       "42      NaN        NaN  \n",
+       "43      NaN        NaN  \n",
+       "44      NaN        NaN  \n",
+       "45      NaN        NaN  \n",
+       "46      NaN        NaN  \n",
+       "47      NaN        NaN  \n",
+       "48      NaN        NaN  \n",
+       "49      NaN        NaN  \n",
+       "50      NaN        NaN  \n",
+       "51      NaN        NaN  \n",
+       "52      NaN        NaN  \n",
+       "53      NaN        NaN  \n",
+       "54      NaN        NaN  \n",
+       "55      NaN        NaN  \n",
+       "56      NaN        NaN  \n",
+       "57      NaN        NaN  \n",
+       "58      NaN        NaN  \n",
+       "59      NaN        NaN  \n",
+       "60      NaN        NaN  \n",
+       "61      NaN        NaN  \n",
+       "62      NaN        NaN  \n",
+       "63      NaN        NaN  \n",
+       "64      NaN        NaN  \n",
+       "65      NaN        NaN  \n",
+       "66      NaN        NaN  \n",
+       "67      NaN        NaN  \n",
+       "68      NaN        NaN  \n",
+       "69      NaN        NaN  \n",
+       "70      NaN        NaN  \n",
+       "71      NaN        NaN  \n",
+       "72      NaN        NaN  \n",
+       "73      NaN        NaN  \n",
+       "74      NaN        NaN  \n",
+       "75      NaN        NaN  \n",
+       "76      NaN        NaN  \n",
+       "77      NaN        NaN  \n",
+       "78      NaN        NaN  \n",
+       "79      NaN        NaN  \n",
+       "80      NaN        NaN  \n",
+       "81      NaN        NaN  \n",
+       "82      NaN        NaN  \n",
+       "83      NaN        NaN  \n",
+       "84      NaN        NaN  \n",
+       "85      NaN        NaN  \n",
+       "86      NaN        NaN  \n",
+       "87      NaN        NaN  \n",
+       "88      NaN        NaN  \n",
+       "89      NaN        NaN  \n",
+       "90      NaN        NaN  \n",
+       "91      NaN        NaN  \n",
+       "92      NaN        NaN  \n",
+       "93      NaN        NaN  \n",
+       "94      NaN        NaN  \n",
+       "95      NaN        NaN  \n",
+       "96      NaN        NaN  \n",
+       "97      NaN        NaN  \n",
+       "98      NaN        NaN  \n",
+       "99      NaN        NaN  \n",
+       "100     NaN        NaN  \n",
+       "101     NaN        NaN  \n",
+       "102     NaN        NaN  \n",
+       "103     NaN        NaN  \n",
+       "104     NaN        NaN  \n",
+       "105     NaN        NaN  \n",
+       "106     NaN        NaN  \n",
+       "107     NaN        NaN  \n",
+       "108     NaN        NaN  \n",
+       "109     NaN        NaN  \n",
+       "110     NaN        NaN  \n",
+       "111     NaN        NaN  \n",
+       "112     NaN        NaN  \n",
+       "113     NaN        NaN  \n",
+       "114     NaN        NaN  \n",
+       "115     NaN        NaN  \n",
+       "116     NaN        NaN  \n",
+       "117     NaN        NaN  \n",
+       "118     NaN        NaN  \n",
+       "119     NaN        NaN  \n",
+       "120     NaN        NaN  \n",
+       "121     NaN        NaN  \n",
+       "122     NaN        NaN  \n",
+       "123     NaN        NaN  \n",
+       "124     NaN        NaN  \n",
+       "125     NaN        NaN  \n",
+       "126     NaN        NaN  \n",
+       "127     NaN        NaN  \n",
+       "128     NaN        NaN  \n",
+       "129     NaN        NaN  \n",
+       "130     NaN        NaN  \n",
+       "131     NaN        NaN  \n",
+       "132     NaN        NaN  \n",
+       "133     NaN        NaN  \n",
+       "134     NaN        NaN  \n",
+       "135     NaN        NaN  \n",
+       "136     NaN        NaN  \n",
+       "137     NaN        NaN  \n",
+       "138     NaN        NaN  \n",
+       "139     NaN        NaN  \n",
+       "140     NaN        NaN  \n",
+       "141     NaN        NaN  \n",
+       "142     NaN        NaN  \n",
+       "143     NaN        NaN  \n",
+       "144     NaN        NaN  \n",
+       "145     NaN        NaN  \n",
+       "146     NaN        NaN  \n",
+       "147     NaN        NaN  \n",
+       "148     NaN        NaN  \n",
+       "149     NaN        NaN  \n",
+       "150     NaN        NaN  \n",
+       "151     NaN        NaN  \n",
+       "152     NaN        NaN  \n",
+       "153     NaN        NaN  \n",
+       "154     NaN        NaN  \n",
+       "155     NaN        NaN  \n",
+       "156     NaN        NaN  \n",
+       "157     NaN        NaN  \n",
+       "158     NaN        NaN  \n",
+       "159     NaN        NaN  \n",
+       "160     NaN        NaN  \n",
+       "161     NaN        NaN  \n",
+       "162     NaN        NaN  \n",
+       "163     NaN        NaN  \n",
+       "164     NaN        NaN  \n",
+       "165     NaN        NaN  \n",
+       "166     NaN        NaN  \n",
+       "167     NaN        NaN  \n",
+       "168     NaN        NaN  \n",
+       "169     NaN        NaN  \n",
+       "170     NaN        NaN  \n",
+       "171     NaN        NaN  \n",
+       "172     NaN        NaN  \n",
+       "173     NaN        NaN  \n",
+       "174     NaN        NaN  \n",
+       "175     NaN        NaN  \n",
+       "176     NaN        NaN  \n",
+       "177     NaN        NaN  \n",
+       "178     NaN        NaN  \n",
+       "179     NaN        NaN  \n",
+       "180     NaN        NaN  \n",
+       "181     NaN        NaN  \n",
+       "182     NaN        NaN  \n",
+       "183     NaN        NaN  \n",
+       "184     NaN        NaN  \n",
+       "185     NaN        NaN  \n",
+       "186     NaN        NaN  \n",
+       "187     NaN        NaN  \n",
+       "188     NaN        NaN  \n",
+       "189     NaN        NaN  \n",
+       "190     NaN        NaN  \n",
+       "191     NaN        NaN  \n",
+       "192     NaN        NaN  \n",
+       "193     NaN        NaN  \n",
+       "194     NaN        NaN  \n",
+       "195     NaN        NaN  \n",
+       "196     NaN        NaN  \n",
+       "197     NaN        NaN  \n",
+       "198     NaN        NaN  \n",
+       "199     NaN        NaN  \n",
+       "200     NaN        NaN  \n",
+       "201     NaN        NaN  \n",
+       "202     NaN        NaN  \n",
+       "203     NaN        NaN  \n",
+       "204     NaN        NaN  \n",
+       "205     NaN        NaN  \n",
+       "206     NaN        NaN  \n",
+       "207     NaN        NaN  \n",
+       "208     NaN        NaN  \n",
+       "209     NaN        NaN  \n",
+       "210     NaN        NaN  \n",
+       "211     NaN        NaN  \n",
+       "212     NaN        NaN  \n",
+       "213     NaN        NaN  \n",
+       "214     NaN        NaN  \n",
+       "215     NaN        NaN  \n",
+       "216     NaN        NaN  \n",
+       "217     NaN        NaN  \n",
+       "218     NaN        NaN  \n",
+       "219     NaN        NaN  \n",
+       "220     NaN        NaN  \n",
+       "221     NaN        NaN  \n",
+       "222     NaN        NaN  \n",
+       "223     NaN        NaN  \n",
+       "224     NaN        NaN  \n",
+       "225     NaN        NaN  \n",
+       "226     NaN        NaN  \n",
+       "227     NaN        NaN  \n",
+       "228     NaN        NaN  \n",
+       "229     NaN        NaN  \n",
+       "230     NaN        NaN  \n",
+       "231     NaN        NaN  \n",
+       "232     NaN        NaN  \n",
+       "233     NaN        NaN  \n",
+       "234     NaN        NaN  \n",
+       "235     NaN        NaN  \n",
+       "236     NaN        NaN  \n",
+       "237     NaN        NaN  \n",
+       "238     NaN        NaN  \n",
+       "239     NaN        NaN  \n",
+       "240     NaN        NaN  \n",
+       "241     NaN        NaN  \n",
+       "242     NaN        NaN  \n",
+       "243     NaN        NaN  \n",
+       "244     NaN        NaN  \n",
+       "245     NaN        NaN  \n",
+       "246     NaN        NaN  \n",
+       "247     NaN        NaN  \n",
+       "248     NaN        NaN  \n",
+       "249     NaN        NaN  \n",
+       "250     NaN        NaN  \n",
+       "251     NaN        NaN  \n",
+       "252     NaN        NaN  \n",
+       "253     NaN        NaN  \n",
+       "254     NaN        NaN  \n",
+       "255     NaN        NaN  \n",
+       "256     NaN        NaN  \n",
+       "257     NaN        NaN  \n",
+       "258     NaN        NaN  \n",
+       "259     NaN        NaN  \n",
+       "260     NaN        NaN  \n",
+       "261     NaN        NaN  \n",
+       "262     NaN        NaN  \n",
+       "263     NaN        NaN  \n",
+       "264     NaN        NaN  \n",
+       "265     NaN        NaN  \n",
+       "266     NaN        NaN  \n",
+       "267     NaN        NaN  \n",
+       "268     NaN        NaN  \n",
+       "269     NaN        NaN  \n",
+       "270     NaN        NaN  \n",
+       "271     NaN        NaN  \n",
+       "272     NaN        NaN  \n",
+       "273     NaN        NaN  \n",
+       "274     NaN        NaN  \n",
+       "275     NaN        NaN  \n",
+       "276     NaN        NaN  \n",
+       "277     NaN        NaN  \n",
+       "278     NaN        NaN  \n",
+       "279     NaN        NaN  \n",
+       "280     NaN        NaN  \n",
+       "281     NaN        NaN  \n",
+       "282     NaN        NaN  \n",
+       "283     NaN        NaN  \n",
+       "284     NaN        NaN  \n",
+       "285     NaN        NaN  \n",
+       "286     NaN        NaN  \n",
+       "287     NaN        NaN  \n",
+       "288     NaN        NaN  \n",
+       "289     NaN        NaN  \n",
+       "290     NaN        NaN  \n",
+       "291     NaN        NaN  \n",
+       "292     NaN        NaN  \n",
+       "293     NaN        NaN  \n",
+       "294     NaN        NaN  \n",
+       "295     NaN        NaN  \n",
+       "296     NaN        NaN  \n",
+       "297     NaN        NaN  \n",
+       "298     NaN        NaN  \n",
+       "299     NaN        NaN  \n",
+       "300     NaN        NaN  \n",
+       "301     NaN        NaN  \n",
+       "302     NaN        NaN  \n",
+       "303     NaN        NaN  \n",
+       "304     NaN        NaN  \n",
+       "305     NaN        NaN  \n",
+       "306     NaN        NaN  \n",
+       "307     NaN        NaN  \n",
+       "308     NaN        NaN  \n",
+       "309     NaN        NaN  \n",
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+       "688     NaN        NaN  \n",
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+       "690     NaN        NaN  \n",
+       "691     NaN        NaN  \n",
+       "692     NaN        NaN  \n",
+       "693     NaN        NaN  \n",
+       "694     NaN        NaN  \n",
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+       "697     NaN        NaN  \n",
+       "698     NaN        NaN  \n",
+       "699     NaN        NaN  \n",
+       "700     NaN        NaN  \n",
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+       "703     NaN        NaN  \n",
+       "704     NaN        NaN  \n",
+       "705     NaN        NaN  \n",
+       "706     NaN        NaN  \n",
+       "707     NaN        NaN  \n",
+       "708     NaN        NaN  \n",
+       "709     NaN        NaN  \n",
+       "710     NaN        NaN  \n",
+       "711     NaN        NaN  \n",
+       "712     NaN        NaN  \n",
+       "713     NaN        NaN  \n",
+       "714     NaN        NaN  \n",
+       "715     NaN        NaN  \n",
+       "716     NaN        NaN  \n",
+       "717     NaN        NaN  \n",
+       "718     NaN        NaN  \n",
+       "719     NaN        NaN  \n",
+       "720     NaN        NaN  \n",
+       "721     NaN        NaN  \n",
+       "722     NaN        NaN  \n",
+       "723     NaN        NaN  \n",
+       "724     NaN        NaN  \n",
+       "725     NaN        NaN  \n",
+       "726     NaN        NaN  \n",
+       "727     NaN        NaN  \n",
+       "728     NaN        NaN  \n",
+       "729     NaN        NaN  \n",
+       "730     NaN        NaN  \n",
+       "731     NaN        NaN  \n",
+       "732     NaN        NaN  \n",
+       "733     NaN        NaN  \n",
+       "734     NaN        NaN  \n",
+       "735     NaN        NaN  \n",
+       "736     NaN        NaN  \n",
+       "737     NaN        NaN  \n",
+       "738     NaN        NaN  "
+      ]
+     },
+     "execution_count": 24,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "unique_commits_df"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Handling Error SHAs\n",
+    "Some SHAs do not allow files to be retrieved using the GitHub REST API:\n",
+    "```json\n",
+    "[\n",
+    "    \"8d77b3dd93959663d58ae5b626289d0746edd0e7\",\n",
+    "    \"252d7c5dc9d2f7671447fd11fe6bb004c438f34b\",\n",
+    "    \"e1cd1ec3e66f4ab2b218f6758ed315f557778655\",\n",
+    "    \"fa208da83a7f96d62c1e4efee2018074bbd805e0\",\n",
+    "    \"09ed08b9abcd97622d59ec37e31b4706dc9a9391\",\n",
+    "    \"8db938b1eb58dd8c77cba9b7524f84cf8ffe719c\",\n",
+    "    \"041318439bf0ba291f990faaa27cd6ad0a062d13\",\n",
+    "    \"ba5cb3d05c7b3ba5024cdafa192d89af186f08a9\",\n",
+    "    \"7ca4eb239a96884142d3ef0b0182d3bc84ec1bba\",\n",
+    "    \"3abe7e12dcbc3824315959af4428c53bd760c6e7\",\n",
+    "    \"c4d3f67ef7ef4b5f6571b4f1d4aa5b928d2a3d56\",\n",
+    "    \"23044ee80c27f75bb34c9f9ac689b1c68cd65914\"\n",
+    "]\n",
+    "```\n",
+    "\n",
+    "In this case version 300 is still missing."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "commit = get_commit(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME, \"ba5cb3d05c7b3ba5024cdafa192d89af186f08a9\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'sha': 'ba5cb3d05c7b3ba5024cdafa192d89af186f08a9',\n",
+       " 'node_id': 'MDY6Q29tbWl0MjQ1NDAxMzY6YmE1Y2IzZDA1YzdiM2JhNTAyNGNkYWZhMTkyZDg5YWYxODZmMDhhOQ==',\n",
+       " 'commit': {'author': {'name': 'anhig',\n",
+       "   'email': 'james.robinson@anthonynolan.org',\n",
+       "   'date': '2017-06-07T13:49:28Z'},\n",
+       "  'committer': {'name': 'anhig',\n",
+       "   'email': 'james.robinson@anthonynolan.org',\n",
+       "   'date': '2017-06-07T13:49:28Z'},\n",
+       "  'message': 'Addition of historical WMDA files\\n\\nAddition of historical WMDA files',\n",
+       "  'tree': {'sha': '9eafc92b0944c5e08f7c4b9faeb75c491d293a8a',\n",
+       "   'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/9eafc92b0944c5e08f7c4b9faeb75c491d293a8a'},\n",
+       "  'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ba5cb3d05c7b3ba5024cdafa192d89af186f08a9',\n",
+       "  'comment_count': 0,\n",
+       "  'verification': {'verified': False,\n",
+       "   'reason': 'unsigned',\n",
+       "   'signature': None,\n",
+       "   'payload': None}},\n",
+       " 'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/commits/ba5cb3d05c7b3ba5024cdafa192d89af186f08a9',\n",
+       " 'html_url': 'https://github.com/ANHIG/IMGTHLA/commit/ba5cb3d05c7b3ba5024cdafa192d89af186f08a9',\n",
+       " 'comments_url': 'https://api.github.com/repos/ANHIG/IMGTHLA/commits/ba5cb3d05c7b3ba5024cdafa192d89af186f08a9/comments',\n",
+       " 'author': {'login': 'jrob119',\n",
+       "  'id': 19726400,\n",
+       "  'node_id': 'MDQ6VXNlcjE5NzI2NDAw',\n",
+       "  'avatar_url': 'https://avatars.githubusercontent.com/u/19726400?v=4',\n",
+       "  'gravatar_id': '',\n",
+       "  'url': 'https://api.github.com/users/jrob119',\n",
+       "  'html_url': 'https://github.com/jrob119',\n",
+       "  'followers_url': 'https://api.github.com/users/jrob119/followers',\n",
+       "  'following_url': 'https://api.github.com/users/jrob119/following{/other_user}',\n",
+       "  'gists_url': 'https://api.github.com/users/jrob119/gists{/gist_id}',\n",
+       "  'starred_url': 'https://api.github.com/users/jrob119/starred{/owner}{/repo}',\n",
+       "  'subscriptions_url': 'https://api.github.com/users/jrob119/subscriptions',\n",
+       "  'organizations_url': 'https://api.github.com/users/jrob119/orgs',\n",
+       "  'repos_url': 'https://api.github.com/users/jrob119/repos',\n",
+       "  'events_url': 'https://api.github.com/users/jrob119/events{/privacy}',\n",
+       "  'received_events_url': 'https://api.github.com/users/jrob119/received_events',\n",
+       "  'type': 'User',\n",
+       "  'site_admin': False},\n",
+       " 'committer': {'login': 'jrob119',\n",
+       "  'id': 19726400,\n",
+       "  'node_id': 'MDQ6VXNlcjE5NzI2NDAw',\n",
+       "  'avatar_url': 'https://avatars.githubusercontent.com/u/19726400?v=4',\n",
+       "  'gravatar_id': '',\n",
+       "  'url': 'https://api.github.com/users/jrob119',\n",
+       "  'html_url': 'https://github.com/jrob119',\n",
+       "  'followers_url': 'https://api.github.com/users/jrob119/followers',\n",
+       "  'following_url': 'https://api.github.com/users/jrob119/following{/other_user}',\n",
+       "  'gists_url': 'https://api.github.com/users/jrob119/gists{/gist_id}',\n",
+       "  'starred_url': 'https://api.github.com/users/jrob119/starred{/owner}{/repo}',\n",
+       "  'subscriptions_url': 'https://api.github.com/users/jrob119/subscriptions',\n",
+       "  'organizations_url': 'https://api.github.com/users/jrob119/orgs',\n",
+       "  'repos_url': 'https://api.github.com/users/jrob119/repos',\n",
+       "  'events_url': 'https://api.github.com/users/jrob119/events{/privacy}',\n",
+       "  'received_events_url': 'https://api.github.com/users/jrob119/received_events',\n",
+       "  'type': 'User',\n",
+       "  'site_admin': False},\n",
+       " 'parents': [{'sha': '8db938b1eb58dd8c77cba9b7524f84cf8ffe719c',\n",
+       "   'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/commits/8db938b1eb58dd8c77cba9b7524f84cf8ffe719c',\n",
+       "   'html_url': 'https://github.com/ANHIG/IMGTHLA/commit/8db938b1eb58dd8c77cba9b7524f84cf8ffe719c'}],\n",
+       " 'stats': {'total': 17268, 'additions': 17268, 'deletions': 0},\n",
+       " 'files': [{'sha': '0e2ae53e68f235327b0e5d6f6263bbb54fa53067',\n",
+       "   'filename': 'wmda/hla_nom.txt',\n",
+       "   'status': 'added',\n",
+       "   'additions': 4997,\n",
+       "   'deletions': 0,\n",
+       "   'changes': 4997,\n",
+       "   'blob_url': 'https://github.com/ANHIG/IMGTHLA/blob/ba5cb3d05c7b3ba5024cdafa192d89af186f08a9/wmda%2Fhla_nom.txt',\n",
+       "   'raw_url': 'https://github.com/ANHIG/IMGTHLA/raw/ba5cb3d05c7b3ba5024cdafa192d89af186f08a9/wmda%2Fhla_nom.txt',\n",
+       "   'contents_url': 'https://api.github.com/repos/ANHIG/IMGTHLA/contents/wmda%2Fhla_nom.txt?ref=ba5cb3d05c7b3ba5024cdafa192d89af186f08a9'},\n",
+       "  {'sha': 'f2c9461fe914d7ff2e5690846547f608b42dfaa3',\n",
+       "   'filename': 'wmda/hla_nom_g.txt',\n",
+       "   'status': 'added',\n",
+       "   'additions': 4191,\n",
+       "   'deletions': 0,\n",
+       "   'changes': 4191,\n",
+       "   'blob_url': 'https://github.com/ANHIG/IMGTHLA/blob/ba5cb3d05c7b3ba5024cdafa192d89af186f08a9/wmda%2Fhla_nom_g.txt',\n",
+       "   'raw_url': 'https://github.com/ANHIG/IMGTHLA/raw/ba5cb3d05c7b3ba5024cdafa192d89af186f08a9/wmda%2Fhla_nom_g.txt',\n",
+       "   'contents_url': 'https://api.github.com/repos/ANHIG/IMGTHLA/contents/wmda%2Fhla_nom_g.txt?ref=ba5cb3d05c7b3ba5024cdafa192d89af186f08a9'},\n",
+       "  {'sha': 'bbc39091ddc891e26720077c58ababdd979643f4',\n",
+       "   'filename': 'wmda/hla_nom_p.txt',\n",
+       "   'status': 'added',\n",
+       "   'additions': 3292,\n",
+       "   'deletions': 0,\n",
+       "   'changes': 3292,\n",
+       "   'blob_url': 'https://github.com/ANHIG/IMGTHLA/blob/ba5cb3d05c7b3ba5024cdafa192d89af186f08a9/wmda%2Fhla_nom_p.txt',\n",
+       "   'raw_url': 'https://github.com/ANHIG/IMGTHLA/raw/ba5cb3d05c7b3ba5024cdafa192d89af186f08a9/wmda%2Fhla_nom_p.txt',\n",
+       "   'contents_url': 'https://api.github.com/repos/ANHIG/IMGTHLA/contents/wmda%2Fhla_nom_p.txt?ref=ba5cb3d05c7b3ba5024cdafa192d89af186f08a9'},\n",
+       "  {'sha': '57ecd4d5a56abcfe3535f36405889536bd5b69a3',\n",
+       "   'filename': 'wmda/md5checksum.txt',\n",
+       "   'status': 'added',\n",
+       "   'additions': 6,\n",
+       "   'deletions': 0,\n",
+       "   'changes': 6,\n",
+       "   'blob_url': 'https://github.com/ANHIG/IMGTHLA/blob/ba5cb3d05c7b3ba5024cdafa192d89af186f08a9/wmda%2Fmd5checksum.txt',\n",
+       "   'raw_url': 'https://github.com/ANHIG/IMGTHLA/raw/ba5cb3d05c7b3ba5024cdafa192d89af186f08a9/wmda%2Fmd5checksum.txt',\n",
+       "   'contents_url': 'https://api.github.com/repos/ANHIG/IMGTHLA/contents/wmda%2Fmd5checksum.txt?ref=ba5cb3d05c7b3ba5024cdafa192d89af186f08a9',\n",
+       "   'patch': '@@ -0,0 +1,6 @@\\n+MD5 (Icon\\r) = d41d8cd98f00b204e9800998ecf8427e\\n+MD5 (hla_nom.txt) = bd0fb59dcd892539442a76e6925e7526\\n+MD5 (hla_nom_g.txt) = 404a41e44d1890e2f13afcf71cb4dc1b\\n+MD5 (hla_nom_p.txt) = 486ea94ed70c45da1867024fdff3338f\\n+MD5 (rel_dna_ser.txt) = 13f0b5a2cda109ed02c0bc2bafc5e7da\\n+MD5 (rel_ser_ser.txt) = cb6f32d2e07272a7671df6db72f208ff'},\n",
+       "  {'sha': '54d8df17ec28852c8cb4f415ee13f59dfb693386',\n",
+       "   'filename': 'wmda/rel_dna_ser.txt',\n",
+       "   'status': 'added',\n",
+       "   'additions': 4747,\n",
+       "   'deletions': 0,\n",
+       "   'changes': 4747,\n",
+       "   'blob_url': 'https://github.com/ANHIG/IMGTHLA/blob/ba5cb3d05c7b3ba5024cdafa192d89af186f08a9/wmda%2Frel_dna_ser.txt',\n",
+       "   'raw_url': 'https://github.com/ANHIG/IMGTHLA/raw/ba5cb3d05c7b3ba5024cdafa192d89af186f08a9/wmda%2Frel_dna_ser.txt',\n",
+       "   'contents_url': 'https://api.github.com/repos/ANHIG/IMGTHLA/contents/wmda%2Frel_dna_ser.txt?ref=ba5cb3d05c7b3ba5024cdafa192d89af186f08a9'},\n",
+       "  {'sha': 'f3b4c1d04df7a3065862b255f2a169b1afbee68d',\n",
+       "   'filename': 'wmda/rel_ser_ser.txt',\n",
+       "   'status': 'added',\n",
+       "   'additions': 35,\n",
+       "   'deletions': 0,\n",
+       "   'changes': 35,\n",
+       "   'blob_url': 'https://github.com/ANHIG/IMGTHLA/blob/ba5cb3d05c7b3ba5024cdafa192d89af186f08a9/wmda%2Frel_ser_ser.txt',\n",
+       "   'raw_url': 'https://github.com/ANHIG/IMGTHLA/raw/ba5cb3d05c7b3ba5024cdafa192d89af186f08a9/wmda%2Frel_ser_ser.txt',\n",
+       "   'contents_url': 'https://api.github.com/repos/ANHIG/IMGTHLA/contents/wmda%2Frel_ser_ser.txt?ref=ba5cb3d05c7b3ba5024cdafa192d89af186f08a9',\n",
+       "   'patch': '@@ -0,0 +1,35 @@\\n+# file: rel_ser_ser.txt\\n+# date: 2010-04-01\\n+# origin: http://hla.alleles.org/wmda/rel_ser_ser.txt\\n+# author: WHO, Steven G. E. Marsh (steven.marsh@ucl.ac.uk)\\n+A;2;;203/210\\n+A;9;23/24;\\n+A;10;25/26/34/66;\\n+A;19;29/30/31/32/33/74;\\n+A;24;;2403\\n+A;28;68/69;\\n+B;5;51/52;\\n+B;7;;703\\n+B;12;44/45;\\n+B;14;64/65;\\n+B;15;62/63/75/76/77;\\n+B;16;38/39;\\n+B;17;57/58;\\n+B;21;49/50;4005\\n+B;22;54/55/56;\\n+B;27;;2708\\n+B;39;;3901/3902\\n+B;40;60/61;\\n+B;51;;5102/5103\\n+B;70;71/72;\\n+Cw;3;9/10;\\n+DQ;1;5/6;\\n+DQ;3;7/8/9;\\n+DR;1;;103\\n+DR;2;15/16;\\n+DR;3;17/18;\\n+DR;5;11/12;\\n+DR;6;13/14;\\n+DR;14;;1403/1404\\n+Dw;6;18/19;\\n+Dw;7;11/17;\\n\\\\ No newline at end of file'}]}"
+      ]
+     },
+     "execution_count": 29,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "commit"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": ".venv",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.13"
+  },
+  "orig_nbformat": 4
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/notebooks/0.2-github-api-eda.ipynb b/notebooks/0.2-github-api-eda.ipynb
index 77ff67e4..77729da0 100644
--- a/notebooks/0.2-github-api-eda.ipynb
+++ b/notebooks/0.2-github-api-eda.ipynb
@@ -12,11 +12,26 @@
    "cell_type": "code",
    "execution_count": 1,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/var/folders/8s/9sb2nsn913q7b4zz75fd_qf00000gn/T/ipykernel_12407/494911564.py:7: DeprecationWarning: \n",
+      "Pyarrow will become a required dependency of pandas in the next major release of pandas (pandas 3.0),\n",
+      "(to allow more performant data types, such as the Arrow string type, and better interoperability with other libraries)\n",
+      "but was not found to be installed on your system.\n",
+      "If this would cause problems for you,\n",
+      "please provide us feedback at https://github.com/pandas-dev/pandas/issues/54466\n",
+      "        \n",
+      "  import pandas as pd\n"
+     ]
+    }
+   ],
    "source": [
     "import os\n",
     "from dotenv import load_dotenv, find_dotenv\n",
-    "load_dotenv('/Users/ammon/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/.env.dev');\n",
+    "load_dotenv('/Users/ammon/Projects/nmdp-bioinformatics/02-Repositories/gfe-db/.env.nmdpf');\n",
     "from itertools import chain, starmap\n",
     "import json\n",
     "import requests\n",
@@ -66,6 +81,26 @@
    "cell_type": "code",
    "execution_count": 4,
    "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'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'"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "GITHUB_PERSONAL_ACCESS_TOKEN"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
    "outputs": [],
    "source": [
     "def flatten_json(dictionary, sep='.', skip_fields=[]):\n",
@@ -106,7 +141,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -135,7 +170,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -163,7 +198,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -192,7 +227,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -221,7 +256,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 10,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -255,7 +290,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -264,7 +299,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 12,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -273,41 +308,132 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'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'"
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "GITHUB_PERSONAL_ACCESS_TOKEN"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
    "metadata": {},
    "outputs": [],
    "source": [
     "# Get all branches\n",
-    "\n",
-    "branches_gen = paginator.get_paginator(list_branches, owner=GITHUB_REPOSITORY_OWNER, repo=GITHUB_REPOSITORY_NAME)"
+    "paginator = GitHubPaginator(GITHUB_PERSONAL_ACCESS_TOKEN)\n",
+    "pages = paginator.get_paginator(list_branches, owner=GITHUB_REPOSITORY_OWNER, repo=GITHUB_REPOSITORY_NAME)\n",
+    "all_branches = list(pages)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 22,
    "metadata": {},
    "outputs": [
     {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Page 1: 55 items\n"
+     "ename": "NameError",
+     "evalue": "name 'pygethub' is not defined",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
+      "Cell \u001b[0;32mIn[22], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[43mpygethub\u001b[49m\u001b[38;5;241m.\u001b[39m__version__\n",
+      "\u001b[0;31mNameError\u001b[0m: name 'pygethub' is not defined"
      ]
     }
    ],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "0"
+      ]
+     },
+     "execution_count": 21,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
-    "all_branches = list(branches_gen)"
+    "len(all_branches)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [],
    "source": [
     "branches_df = pd.DataFrame([flatten_json(branch) for branch in all_branches])"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "Empty DataFrame\n",
+       "Columns: []\n",
+       "Index: []"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "branches_df.head()"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 16,

From 875563ab3eb99a6ba0096dc8e90ba40c5f0e2e68 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 11 Feb 2024 21:23:01 -0800
Subject: [PATCH 318/367] get commits for all branches; return error shas

---
 .../gfe_db_models/gfedbmodels/ingest.py       | 81 +++++++++++++------
 .../gfe_db_models/gfedbmodels/types.py        |  5 +-
 .../gfe_db_models/gfedbmodels/utils.py        | 18 +++++
 gfe-db/pipeline/scripts/state/build.py        | 66 ++++++++++++---
 4 files changed, 134 insertions(+), 36 deletions(-)

diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/ingest.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/ingest.py
index f03e4dea..8092341c 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/ingest.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/ingest.py
@@ -3,6 +3,8 @@
 from typing import List, Dict, Union
 import multiprocessing
 from concurrent.futures import ThreadPoolExecutor, as_completed
+from requests.exceptions import HTTPError
+from time import sleep
 from .types import (
     SourceConfig,
     RepositoryConfig,
@@ -53,28 +55,34 @@ def process_execution_state_item(
                 metadata_regex=config.metadata_regex)
             logger.info(f"Found release version {release_version} ({sha})")
 
-            result = {
-                "created_utc": timestamp,
-                "repository": repository_config,
-                "commit": Commit(**commit),
-                "execution": ExecutionDetailsConfig(
-                    version=release_version,
-                    status="NOT_PROCESSED",
-                    date_utc=None,
-                    input_parameters=None,
-                ),
-            }
-
-        except Exception as e:
+            result = (
+                None,
+                {
+                    "created_utc": timestamp,
+                    "repository": repository_config,
+                    "commit": Commit(**commit),
+                    "execution": ExecutionDetailsConfig(
+                        version=release_version,
+                        status="NOT_PROCESSED",
+                        date_utc=None,
+                        input_parameters=None,
+                    ),
+                }
+            )
+
+        except HTTPError as e:
             # This is because Allelelist.txt for certain commits doesn't contain the release version or name
             # Need to find another file that indicates the release version should be small
             errors += 1
-            logger.info(f"Commit {sha} failed: {e}")
+            logger.info(f"Commit {sha} failed: {e} for {config.asset_path}")
 
             # Throw error if all possible asset paths have been tried
             if errors == len(target_metadata_config.items):
-                logger.error(f"Max errors reached. Exiting loop.")
-                raise e
+                logger.error(f"Max errors reached, this sha must be skipped: {sha}")
+
+                # return the sha if all asset paths have been tried
+                result = (sha, None)
+                return result
             else:
                 continue
 
@@ -113,16 +121,23 @@ def parallel_process_execution_state_items(
         ]
 
         # Collect the results as they complete
-        execution_state_items = [future.result() for future in as_completed(futures)]
+        results = [future.result() for future in as_completed(futures)]
 
-    return [
-        ExecutionStateItem(**item)
-        for item in sort_execution_state_items(filter_nulls(execution_state_items))
-    ]
+        # Separate the results into execution state items and error shas
+        execution_state_items = [result[1] for result in results if result[1] is not None]
+        error_shas = [result[0] for result in results if result[0] is not None]
+
+    return (
+        error_shas,
+        [
+            ExecutionStateItem(**item)
+            for item in sort_execution_state_items(filter_nulls(execution_state_items))
+        ]
+    )
 
 
 # limit is int or None
-@cache_pickle
+# @cache_pickle
 def process_execution_state_items(
     timestamp: str,
     commits: List[Dict[str, str]],
@@ -177,14 +192,32 @@ def get_release_version_for_commit(commit: Union[Commit, dict], owner: str, repo
         commit_sha=sha
     )
 
+    # # todo debug error shas
+    # if sha in [
+    #     # "8d77b3dd93959663d58ae5b626289d0746edd0e7",
+    #     # "252d7c5dc9d2f7671447fd11fe6bb004c438f34b",
+    #     "e1cd1ec3e66f4ab2b218f6758ed315f557778655",
+    #     "fa208da83a7f96d62c1e4efee2018074bbd805e0",
+
+    #     "09ed08b9abcd97622d59ec37e31b4706dc9a9391",
+    #     "8db938b1eb58dd8c77cba9b7524f84cf8ffe719c",
+    #     "041318439bf0ba291f990faaa27cd6ad0a062d13",
+    #     "ba5cb3d05c7b3ba5024cdafa192d89af186f08a9",
+    #     "7ca4eb239a96884142d3ef0b0182d3bc84ec1bba",
+    #     "3abe7e12dcbc3824315959af4428c53bd760c6e7",
+    #     "c4d3f67ef7ef4b5f6571b4f1d4aa5b928d2a3d56",
+    #     "23044ee80c27f75bb34c9f9ac689b1c68cd65914"
+    # ]:
+    #     print(f"Error sha: {sha}")
+
     release_version = find_text(metadata_regex, allele_list)
     if release_version is None:
+        # TODO BOOKMARK 2/12/24 save these shas (`fatal: reference is not a tree`) for debugging, need to get the file contents
         raise Exception(f"Release version not found for commit {sha}")
     
-    # TODO fix so that 3 digit release versions are returned correctly
     return int(release_version.replace(".", "")[:4])
 
-    ### debug ###
+### debug ###
 if __name__ == "__main__":
     import sys
     sys.path.append(os.environ["GFEDBMODELS_PATH"])
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
index a78b1ac3..60d48751 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
@@ -78,10 +78,11 @@ def url_is_valid(v):
         raise ValueError("Url must be a valid URL")
     return v
 
+release_version_re = r"^[1-9][0-9]{1,2}0$"
 
 def version_is_valid(v):
-    if not re.match(r"^[1-9][0-9]{2}0$", str(v)):
-        raise ValueError("Version must match '^[1-9][0-9]{2}0$'")
+    if not re.match(release_version_re, str(v)):
+        raise ValueError(f"Release version must match regex pattern `{release_version_re}`")
     return v
 
 
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py
index 7a5f1f2a..92785ea6 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py
@@ -327,6 +327,24 @@ def get_repo_contents(owner, repo, token, path, commit_sha=None):
 
 def get_repo_asset(owner, repo, token, path, commit_sha=None):
     """Download a file from a GitHub repository"""
+
+    # # todo debug error shas
+    # if commit_sha in [
+    #     "8d77b3dd93959663d58ae5b626289d0746edd0e7",
+    #     "252d7c5dc9d2f7671447fd11fe6bb004c438f34b",
+    #     "e1cd1ec3e66f4ab2b218f6758ed315f557778655",
+    #     "fa208da83a7f96d62c1e4efee2018074bbd805e0",
+    #     "09ed08b9abcd97622d59ec37e31b4706dc9a9391",
+    #     "8db938b1eb58dd8c77cba9b7524f84cf8ffe719c",
+    #     "041318439bf0ba291f990faaa27cd6ad0a062d13",
+    #     "ba5cb3d05c7b3ba5024cdafa192d89af186f08a9",
+    #     "7ca4eb239a96884142d3ef0b0182d3bc84ec1bba",
+    #     "3abe7e12dcbc3824315959af4428c53bd760c6e7",
+    #     "c4d3f67ef7ef4b5f6571b4f1d4aa5b928d2a3d56",
+    #     "23044ee80c27f75bb34c9f9ac689b1c68cd65914"
+    # ]:
+    #     print(f"Error sha: {commit_sha}")
+
     repo_contents = get_repo_contents(owner, repo, token, path, commit_sha)
 
     response = requests.get(repo_contents["download_url"])
diff --git a/gfe-db/pipeline/scripts/state/build.py b/gfe-db/pipeline/scripts/state/build.py
index e23c4b50..3370bc03 100644
--- a/gfe-db/pipeline/scripts/state/build.py
+++ b/gfe-db/pipeline/scripts/state/build.py
@@ -14,7 +14,7 @@
 logger = logging.getLogger(__name__)
 # from datetime import datetime
 import json
-from pygethub import list_commits, GitHubPaginator
+from pygethub import list_commits, list_branches, GitHubPaginator
 from gfedbmodels.utils import (
     get_utc_now,
     paginate_commits,
@@ -23,6 +23,7 @@
     select_keys,
     rename_fields,
     filter_nested_nulls,
+    cache_json
 )
 from gfedbmodels.types import (
     SourceConfig, 
@@ -53,19 +54,58 @@
     with open(output_dir / "source-config.json", "r") as f:
         source_config = SourceConfig(**json.load(f))
 
-    # TODO FIX not returning all commits from repo, integrate pygethub
     # Fetch all commits from repo using GitHub API, will be cached
     logger.info("Processing source repository data")
 
-    # COMMITS
     # TODO add requests session for user-agent tracking
     paginator = GitHubPaginator(GITHUB_PERSONAL_ACCESS_TOKEN)
-    pages = paginator.get_paginator(
-        list_commits, 
-        owner=GITHUB_REPOSITORY_OWNER, 
-        repo=GITHUB_REPOSITORY_NAME, 
-        user_agent="nmdp-bioinformatics-gfe-db-state-builder/1.0")
-    all_commits = list(pages)
+
+    ### COMMITS BY BRANCHES ###
+    branch_pages = paginator.get_paginator(list_branches, owner=GITHUB_REPOSITORY_OWNER, repo=GITHUB_REPOSITORY_NAME)
+    all_branches = list(branch_pages)
+
+    # extract the branch names
+    branch_names = [branch["name"] for branch in all_branches]
+
+    @cache_json
+    def get_commits_by_branch(branch_name):
+        
+        # Fetch the commits for each branch
+        commits_by_branch = {}
+        for branch in branch_names:
+            logger.info(f"Retrieving commits for branch {branch}")
+            list_commits_params = {
+                "owner": GITHUB_REPOSITORY_OWNER,
+                "repo": GITHUB_REPOSITORY_NAME,
+                "sha": branch,
+            }
+            branch_commit_pages = paginator.get_paginator(
+                list_commits, 
+                **list_commits_params,
+                user_agent="nmdp-bioinformatics-gfe-db-state-builder/1.0")
+            commits_by_branch[branch] = list(branch_commit_pages)
+
+        # Create an array of all unique commits (using set method) in commits_by_branch and omit the branch information
+        all_commits = set()
+        for release, commits in commits_by_branch.items():
+            all_commits.update([json.dumps(commit) for commit in commits])
+
+        # covert back to dict
+        all_commits = [json.loads(commit) for commit in all_commits]
+
+        return all_commits
+
+    # get all commits by branch
+    all_commits = get_commits_by_branch(branch_names)
+
+    # # COMMITS
+    # commit_pages = paginator.get_paginator(
+    #     list_commits, 
+    #     owner=GITHUB_REPOSITORY_OWNER, 
+    #     repo=GITHUB_REPOSITORY_NAME, 
+    #     user_agent="nmdp-bioinformatics-gfe-db-state-builder/1.0")
+    # all_commits = list(commit_pages)
+
 
     # filter by chosen commit keys
     commit_keys = ["sha", "commit", "html_url"]
@@ -101,7 +141,7 @@
 
     # Build ExecutionStateItem records from raw commits using thread pooling
     logger.info("Building execution state")
-    execution_state_items = process_execution_state_items(
+    error_shas, execution_state_items = process_execution_state_items(
         timestamp=utc_now,
         commits=commits,
         # TODO remove default params from state table, they are retrieved from source config file in S3
@@ -142,3 +182,9 @@
     # write SourceConfig locally
     with open(output_dir / f"source-config.json", "w") as f:
         json.dump(source_config.model_dump(), f, indent=4)
+
+    logger.info("Execution state and source config updated")
+
+    # write error shas
+    with open(output_dir / "error-shas.json", "w") as f:
+        json.dump(error_shas, f, indent=4)

From aa13760b3f989024c433037762844fbf790a3ffc Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 11 Feb 2024 21:23:51 -0800
Subject: [PATCH 319/367] add pygethub dependency

---
 gfe-db/pipeline/config/source-config.json | 6 +++---
 requirements-dev.txt                      | 3 ++-
 2 files changed, 5 insertions(+), 4 deletions(-)

diff --git a/gfe-db/pipeline/config/source-config.json b/gfe-db/pipeline/config/source-config.json
index 8ed53ac3..ac8a87fd 100644
--- a/gfe-db/pipeline/config/source-config.json
+++ b/gfe-db/pipeline/config/source-config.json
@@ -1,6 +1,6 @@
 {
-    "created_utc": "2024-02-02T20:56:36.504Z",
-    "updated_utc": "2024-02-02T20:56:36.504Z",
+    "created_utc": "2024-02-11T23:36:40.352Z",
+    "updated_utc": "2024-02-11T23:36:40.352Z",
     "repositories": {
         "ANHIG/IMGTHLA": {
             "owner": "ANHIG",
@@ -33,7 +33,7 @@
                         "metadata_regex": "[1-9]\\d{0,1}\\.[1-9]\\d{0,2}\\.0(?:\\.\\d{1,2})?(?=\\s|$)"
                     },
                     {
-                        "description": "Extract release version metadata for all commits before 08e0ef9",
+                        "description": "Extract release version metadata for all commits including and before 08e0ef9",
                         "asset_path": "V_nuc.txt",
                         "metadata_regex": "[1-9]\\d{0,1}\\.[1-9]\\d{0,2}\\.0(?:\\.\\d{1,2})?(?=\\s|$)"
                     }
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 711377ea..891122d2 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -8,4 +8,5 @@ Pympler==0.9
 awscli==1.18.159
 boto3==1.15.3
 polars==0.18.3
-aws-parameters>=0.1.8
\ No newline at end of file
+aws-parameters>=0.1.8
+pygethub~=0.1.1
\ No newline at end of file

From 9f0e830990b9d7a960bd61acb5d9e34211e9f98f Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 22 Feb 2024 13:52:47 -0800
Subject: [PATCH 320/367] fix missing releases and validate that all versions
 are present

---
 .../gfe_db_models/gfedbmodels/types.py        |  39 ++-
 .../gfe_db_models/gfedbmodels/utils.py        |   2 +-
 gfe-db/pipeline/scripts/state/build.py        | 323 ++++++++++++------
 3 files changed, 253 insertions(+), 111 deletions(-)

diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
index 60d48751..a5c3fccd 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
@@ -104,6 +104,8 @@ class Commit(BaseModel):
     date_utc: str
     message: Optional[str] = None
     html_url: str
+    # # TODO the url field returns a JSON object with a list of files; see all-branches for more info
+    # url: str
 
     @validator("sha")
     def _commit_sha_is_hex(cls, v):
@@ -278,28 +280,41 @@ def execution_state_is_sorted(cls, v):
             )
         return v
 
-    # Releases are formatted as a 4 digit integer incrementing by 10 with a lower bound of 3170
+    # Releases are formatted as a 3 or 4 digit integer incrementing by 10 with a lower bound of 300
     # Based on the formatting described, validate that no releases are missing from items
-    # Remember that the items is sorted by commit.date_utc descending, so release versions will decrement by 10
+    # Remember that the items is sorted by commit.date_utc descending and that release versions decrement by 10
     @validator("items")
-    def execution_state_has_no_missing_releases(cls, v):
-        unique_release_versions = sorted(
-            list(set([item.execution.version for item in v])), reverse=True
+    def execution_state_has_no_missing_releases(cls, items):
+        actual_unique_release_versions = sorted(
+            list(set([item.execution.version for item in items])), reverse=True
         )
 
-        first_version = 3170
-        expected_version = v[0].execution.version
-        for version in unique_release_versions:
-            if version != expected_version:
+        first_version = 300
+        expected_version = items[0].execution.version
+        for idx, actual_version in enumerate(actual_unique_release_versions):
+
+            # Make custom adjust for releases under 3100 to account for inconsistent versioning
+            if actual_version == 390:
+                expected_version = int(str(expected_version)[:1] + str(expected_version)[2:])
+
+            # If the version is not the expected version, raise an error
+            if actual_version != expected_version:
                 raise ValueError(
                     f"Execution history is missing version {expected_version}"
                 )
-            expected_version -= 10
 
-            if version == first_version:
+            # If the version is the first version, then the expected version should be the last version
+            if actual_version == first_version:
+                if idx != len(actual_unique_release_versions) - 1:
+                    raise ValueError(
+                        f"Execution history has an unexpected version {actual_version}"
+                    )
                 break
+            
+            # Since release versioning increments by 10 in a complete dataset (all version), get the expected value using math
+            expected_version -= 10
 
-        return v
+        return items
 
 
 class ExecutionPayloadItem(BaseModel):
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py
index 92785ea6..5d17d327 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py
@@ -237,7 +237,7 @@ def get_commit(owner, repo, token, commit_sha):
 
     # Headers
     headers = {
-        "Authorization": f"token {token}",
+        "Authorization": f"Bearer {token}",
         "Content-Type": "application/json",
         "Accept": "application/vnd.github.v3+json",
         "X-GitHub-Api-Version": "2022-11-28",
diff --git a/gfe-db/pipeline/scripts/state/build.py b/gfe-db/pipeline/scripts/state/build.py
index 3370bc03..822cedd7 100644
--- a/gfe-db/pipeline/scripts/state/build.py
+++ b/gfe-db/pipeline/scripts/state/build.py
@@ -17,21 +17,26 @@
 from pygethub import list_commits, list_branches, GitHubPaginator
 from gfedbmodels.utils import (
     get_utc_now,
-    paginate_commits,
     select_fields,
     flatten_json_records,
     select_keys,
     rename_fields,
     filter_nested_nulls,
-    cache_json
+    get_commit,
+    cache_pickle
 )
 from gfedbmodels.types import (
     SourceConfig, 
-    RepositoryConfig, 
+    RepositoryConfig,
+    Commit,
+    ExecutionStateItem,
+    ExecutionDetailsConfig,
     ExecutionState
 )
 from gfedbmodels.ingest import (
-    process_execution_state_items
+    process_execution_state_items,
+    get_commits_by_branch,
+    sort_execution_state_items
 )
 
 # Environment variables
@@ -40,6 +45,80 @@
 GITHUB_PERSONAL_ACCESS_TOKEN = os.environ["GITHUB_PERSONAL_ACCESS_TOKEN"]
 # DATA_BUCKET_NAME = infra.params.DataBucketName
 
+# @cache_pickle
+def get_branch_commits(branches):
+
+    # For each entry in all-branches, get the commit data and build the execution state item
+    execution_state_items = []
+    for item in branches:
+
+        if item['name'].lower() == 'latest':
+            continue
+        
+        release_version = item['name']
+        sha = item['commit']['sha']
+
+        commit_json = get_commit(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME, GITHUB_PERSONAL_ACCESS_TOKEN, sha)
+        assert sha == commit_json['sha']
+
+        logger.info(f'Retrieving data for {sha}')
+        
+        commit = Commit(
+            sha=commit_json['sha'],
+            date_utc=commit_json['commit']['author']['date'],
+            message=commit_json['commit']['message'],
+            html_url=commit_json['html_url']
+        )
+
+        execution_state_item = ExecutionStateItem(
+            created_utc=utc_now,
+            updated_utc=utc_now,
+            commit=commit,
+            execution=ExecutionDetailsConfig(
+                version=release_version,
+                status="NOT_PROCESSED",
+                date_utc=None,
+                input_parameters=None,
+            ),
+            # error=None,
+            # s3_path=None,
+            repository=RepositoryConfig(
+                **select_keys(
+                    source_config.repositories[
+                        GITHUB_REPOSITORY_OWNER + "/" + GITHUB_REPOSITORY_NAME
+                    ].model_dump(),
+                    ["owner", "name", "url"],
+                )
+            ),
+        )
+        execution_state_items.append(execution_state_item)
+
+    return execution_state_items
+
+
+def build_execution_state(branches, utc_now=None):
+
+    utc_now = utc_now or get_utc_now()
+
+    # Create ExecutionStateItems array from branch/commit sha pairs
+    execution_state_items = get_branch_commits(branches)
+
+    # Sort execution state items by date descending
+    execution_state_items = sorted(
+        execution_state_items,
+        key=lambda x: x.commit.date_utc,
+        reverse=True
+    )
+
+    # Package records as ExecutionState object to seed table
+    execution_state = ExecutionState(
+        **{
+            "created_utc": utc_now,
+            "items": execution_state_items,
+        }
+    )
+
+    return execution_state
 
 if __name__ == "__main__":
 
@@ -61,42 +140,82 @@
     paginator = GitHubPaginator(GITHUB_PERSONAL_ACCESS_TOKEN)
 
     ### COMMITS BY BRANCHES ###
-    branch_pages = paginator.get_paginator(list_branches, owner=GITHUB_REPOSITORY_OWNER, repo=GITHUB_REPOSITORY_NAME)
+    branch_pages = paginator.get_paginator(
+        list_branches, 
+        owner=GITHUB_REPOSITORY_OWNER, 
+        repo=GITHUB_REPOSITORY_NAME,
+        user_agent="nmdp-bioinformatics-gfe-db-state-builder/1.0"
+    )
     all_branches = list(branch_pages)
 
-    # extract the branch names
-    branch_names = [branch["name"] for branch in all_branches]
+    # # extract the branch names
+    # branch_names = [branch["name"] for branch in all_branches]
+
+    # # For each entry in all-branches, get the commit data and build the execution state item
+    # execution_state_items = []
+    # for item in all_branches:
+
+    #     if item['name'].lower() == 'latest':
+    #         continue
+        
+    #     release_version = item['name']
+    #     sha = item['commit']['sha']
+
+    #     commit_json = get_commit(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME, GITHUB_PERSONAL_ACCESS_TOKEN, sha)
+    #     assert sha == commit_json['sha']
 
-    @cache_json
-    def get_commits_by_branch(branch_name):
+    #     logger.info(f'Retrieving data for {sha}')
         
-        # Fetch the commits for each branch
-        commits_by_branch = {}
-        for branch in branch_names:
-            logger.info(f"Retrieving commits for branch {branch}")
-            list_commits_params = {
-                "owner": GITHUB_REPOSITORY_OWNER,
-                "repo": GITHUB_REPOSITORY_NAME,
-                "sha": branch,
-            }
-            branch_commit_pages = paginator.get_paginator(
-                list_commits, 
-                **list_commits_params,
-                user_agent="nmdp-bioinformatics-gfe-db-state-builder/1.0")
-            commits_by_branch[branch] = list(branch_commit_pages)
-
-        # Create an array of all unique commits (using set method) in commits_by_branch and omit the branch information
-        all_commits = set()
-        for release, commits in commits_by_branch.items():
-            all_commits.update([json.dumps(commit) for commit in commits])
-
-        # covert back to dict
-        all_commits = [json.loads(commit) for commit in all_commits]
-
-        return all_commits
-
-    # get all commits by branch
-    all_commits = get_commits_by_branch(branch_names)
+    #     commit = Commit(
+    #         sha=commit_json['sha'],
+    #         date_utc=commit_json['commit']['author']['date'],
+    #         message=commit_json['commit']['message'],
+    #         html_url=commit_json['html_url']
+    #     )
+
+    #     execution_state_item = ExecutionStateItem(
+    #         created_utc=utc_now,
+    #         updated_utc=utc_now,
+    #         commit=commit,
+    #         execution=ExecutionDetailsConfig(
+    #                     version=release_version,
+    #                     status="NOT_PROCESSED",
+    #                     date_utc=None,
+    #                     input_parameters=None,
+    #         ),
+    #         # error=None,
+    #         # s3_path=None,
+    #         repository=RepositoryConfig(
+    #             **select_keys(
+    #                 source_config.repositories[
+    #                     GITHUB_REPOSITORY_OWNER + "/" + GITHUB_REPOSITORY_NAME
+    #                 ].model_dump(),
+    #                 ["owner", "name", "url"],
+    #             )
+    #         ),
+    #     )
+    #     execution_state_items.append(execution_state_item)
+
+    # Create ExecutionStateItems object from branch/commit sha pairs
+    # Commit fields
+    """
+    class Commit(BaseModel):
+        sha: str
+        date_utc: str
+        message: Optional[str] = None
+        html_url: str
+    """
+    # ExecutionStateItems fields
+    """
+    class ExecutionStateItem(BaseModel):
+        created_utc: Optional[str] = None
+        updated_utc: Optional[str] = None
+        repository: Optional[RepositoryConfig]
+        commit: Commit
+        execution: ExecutionDetailsConfig
+        error: Optional[ExecutionError] = None
+        s3_path: Optional[str] = None
+    """
 
     # # COMMITS
     # commit_pages = paginator.get_paginator(
@@ -106,65 +225,73 @@ def get_commits_by_branch(branch_name):
     #     user_agent="nmdp-bioinformatics-gfe-db-state-builder/1.0")
     # all_commits = list(commit_pages)
 
-
-    # filter by chosen commit keys
-    commit_keys = ["sha", "commit", "html_url"]
-    all_commits = select_fields(all_commits, commit_keys)
-
-    # flatten JSON records
-    all_commits_flat = flatten_json_records(all_commits)
-    commit_keys = ["sha", "commit.author.date", "commit.message", "html_url"]
-    all_commits_flat = [select_keys(x, commit_keys) for x in all_commits_flat]
-
-    # rename fields for state table model
-    commit_key_names_map = {
-        "sha": "sha",
-        "commit.author.date": "date_utc",
-        "commit.message": "message",
-        "html_url": "html_url",
-    }
-
-    commits = rename_fields(all_commits_flat, commit_key_names_map)
-
-    # Get the release version for each commit
-    target_metadata_config = source_config.repositories[
-        GITHUB_REPOSITORY_OWNER + "/" + GITHUB_REPOSITORY_NAME
-    ].target_metadata_config
-
-    excluded_commit_shas = source_config.repositories[
-        GITHUB_REPOSITORY_OWNER + "/" + GITHUB_REPOSITORY_NAME
-    ].excluded_commit_shas.values
-
-    commits = [
-        commit for commit in commits if commit["sha"] not in excluded_commit_shas
-    ]
-
-    # Build ExecutionStateItem records from raw commits using thread pooling
-    logger.info("Building execution state")
-    error_shas, execution_state_items = process_execution_state_items(
-        timestamp=utc_now,
-        commits=commits,
-        # TODO remove default params from state table, they are retrieved from source config file in S3
-        repository_config=RepositoryConfig(
-            **select_keys(
-                source_config.repositories[
-                    GITHUB_REPOSITORY_OWNER + "/" + GITHUB_REPOSITORY_NAME
-                ].model_dump(),
-                ["owner", "name", "url"],
-            )
-        ),
-        target_metadata_config=target_metadata_config,  # Infers release version from file contents
-        token=GITHUB_PERSONAL_ACCESS_TOKEN,
-        parallel=True,
-    )
-
-    # Package records as ExecutionState object to seed table
-    execution_state = ExecutionState(
-        **{
-            "created_utc": utc_now,
-            "items": execution_state_items,
-        }
-    )
+    # # filter by chosen commit keys
+    # commit_keys = ["sha", "commit", "html_url"]
+    # all_commits = select_fields(all_commits, commit_keys)
+
+    # # flatten JSON records
+    # all_commits_flat = flatten_json_records(all_commits)
+    # commit_keys = ["sha", "commit.author.date", "commit.message", "html_url"]
+    # all_commits_flat = [select_keys(x, commit_keys) for x in all_commits_flat]
+
+    # # rename fields for state table model
+    # commit_key_names_map = {
+    #     "sha": "sha",
+    #     "commit.author.date": "date_utc",
+    #     "commit.message": "message",
+    #     "html_url": "html_url",
+    # }
+
+    # commits = rename_fields(all_commits_flat, commit_key_names_map)
+
+    # # Get the release version for each commit
+    # target_metadata_config = source_config.repositories[
+    #     GITHUB_REPOSITORY_OWNER + "/" + GITHUB_REPOSITORY_NAME
+    # ].target_metadata_config
+
+    # excluded_commit_shas = source_config.repositories[
+    #     GITHUB_REPOSITORY_OWNER + "/" + GITHUB_REPOSITORY_NAME
+    # ].excluded_commit_shas.values
+
+    # commits = [
+    #     commit for commit in commits if commit["sha"] not in excluded_commit_shas
+    # ]
+
+    # # Build ExecutionStateItem records from raw commits using thread pooling
+    # logger.info("Building execution state")
+    # error_shas, execution_state_items = process_execution_state_items(
+    #     timestamp=utc_now,
+    #     commits=commits,
+    #     # TODO remove default params from state table, they are retrieved from source config file in S3
+    #     repository_config=RepositoryConfig(
+    #         **select_keys(
+    #             source_config.repositories[
+    #                 GITHUB_REPOSITORY_OWNER + "/" + GITHUB_REPOSITORY_NAME
+    #             ].model_dump(),
+    #             ["owner", "name", "url"],
+    #         )
+    #     ),
+    #     target_metadata_config=target_metadata_config,  # Infers release version from file contents
+    #     token=GITHUB_PERSONAL_ACCESS_TOKEN,
+    #     parallel=True,
+    # )
+
+    # # Sort execution state items by date descending
+    # execution_state_items = sorted(
+    #     execution_state_items,
+    #     key=lambda x: x.commit.date_utc,
+    #     reverse=True
+    # )
+
+    # # Package records as ExecutionState object to seed table
+    # execution_state = ExecutionState(
+    #     **{
+    #         "created_utc": utc_now,
+    #         "items": execution_state_items,
+    #     }
+    # )
+
+    execution_state = build_execution_state(all_branches, utc_now)
 
     # Updates the source config file but does not actually build it
     source_config.created_utc, source_config.updated_utc = utc_now, utc_now
@@ -185,6 +312,6 @@ def get_commits_by_branch(branch_name):
 
     logger.info("Execution state and source config updated")
 
-    # write error shas
-    with open(output_dir / "error-shas.json", "w") as f:
-        json.dump(error_shas, f, indent=4)
+    # # write error shas
+    # with open(output_dir / "error-shas.json", "w") as f:
+    #     json.dump(error_shas, f, indent=4)

From 3d0ca8016c9e657d5b11b3a1359d2f08ae109c78 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 22 Feb 2024 14:36:29 -0800
Subject: [PATCH 321/367] clean up and format

---
 .../gfe_db_models/gfedbmodels/constants.py    |   3 -
 .../gfe_db_models/gfedbmodels/ingest.py       |  88 +++----
 .../gfe_db_models/gfedbmodels/types.py        |  50 ++--
 .../gfe_db_models/gfedbmodels/utils.py        |   6 +-
 gfe-db/pipeline/scripts/state/build.py        | 217 +++---------------
 5 files changed, 115 insertions(+), 249 deletions(-)

diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py
index 2d207a76..aa3d6304 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/constants.py
@@ -19,11 +19,8 @@
 infra_config_path = f"/{APP_NAME}/{STAGE}/{AWS_REGION}/GfedbInfrastructureParamMappings"
 infra = AppConfig(mappings_path=infra_config_path, boto3_session=session)
 
-# TODO parameterize paths or use a consolidated mapping for all layers
 pipeline_config_path = f"/{APP_NAME}/{STAGE}/{AWS_REGION}/GfedbPipelineParamMappings"
 pipeline = AppConfig(mappings_path=pipeline_config_path, boto3_session=session)
 
-# TODO parameterize paths or use a consolidated mapping for all layers
 database_config_path = f"/{APP_NAME}/{STAGE}/{AWS_REGION}/GfedbDatabaseParamMappings"
 database = AppConfig(mappings_path=database_config_path, boto3_session=session)
-
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/ingest.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/ingest.py
index 8092341c..6a6a88da 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/ingest.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/ingest.py
@@ -19,17 +19,19 @@
     sort_execution_state_items,
     filter_nulls,
     get_repo_asset,
-    find_text
+    find_text,
 )
 
 logger = logging.getLogger(__name__)
 logger.setLevel(logging.INFO)
 
+
 # TODO use method SourceConfig().from_s3(bucket, key) instead
 def read_source_config(s3_client, bucket, key):
     data = read_s3_json(s3_client, bucket, key)
     return SourceConfig(**data)
 
+
 def process_execution_state_item(
     timestamp: str,
     commit: Dict[str, str],
@@ -47,12 +49,13 @@ def process_execution_state_item(
                 f"Getting release version for sha {sha} from {config.asset_path}"
             )
             release_version = get_release_version_for_commit(
-                commit=commit, 
-                owner=repository_config.owner, 
-                repo=repository_config.name, 
-                token=token, 
-                asset_path=config.asset_path, 
-                metadata_regex=config.metadata_regex)
+                commit=commit,
+                owner=repository_config.owner,
+                repo=repository_config.name,
+                token=token,
+                asset_path=config.asset_path,
+                metadata_regex=config.metadata_regex,
+            )
             logger.info(f"Found release version {release_version} ({sha})")
 
             result = (
@@ -67,7 +70,7 @@ def process_execution_state_item(
                         date_utc=None,
                         input_parameters=None,
                     ),
-                }
+                },
             )
 
         except HTTPError as e:
@@ -90,7 +93,8 @@ def process_execution_state_item(
 
         # TODO deserialize to ExecutionStateItem, use as method
         return result
-    
+
+
 def parallel_process_execution_state_items(
     timestamp: str,
     commits: List[Dict[str, str]],
@@ -124,7 +128,9 @@ def parallel_process_execution_state_items(
         results = [future.result() for future in as_completed(futures)]
 
         # Separate the results into execution state items and error shas
-        execution_state_items = [result[1] for result in results if result[1] is not None]
+        execution_state_items = [
+            result[1] for result in results if result[1] is not None
+        ]
         error_shas = [result[0] for result in results if result[0] is not None]
 
     return (
@@ -132,7 +138,7 @@ def parallel_process_execution_state_items(
         [
             ExecutionStateItem(**item)
             for item in sort_execution_state_items(filter_nulls(execution_state_items))
-        ]
+        ],
     )
 
 
@@ -176,50 +182,39 @@ def process_execution_state_items(
             ExecutionStateItem(**item)
             for item in sort_execution_state_items(filter_nulls(execution_state_items))
         ]
-    
 
-def get_release_version_for_commit(commit: Union[Commit, dict], owner: str, repo: str, token: str, asset_path:str, metadata_regex: str) -> int:
+
+def get_release_version_for_commit(
+    commit: Union[Commit, dict],
+    owner: str,
+    repo: str,
+    token: str,
+    asset_path: str,
+    metadata_regex: str,
+) -> int:
 
     try:
         sha = commit["sha"]
     except:
         sha = commit.sha
     allele_list = get_repo_asset(
-        owner=owner,
-        repo=repo,
-        token=token,
-        path=asset_path,
-        commit_sha=sha
+        owner=owner, repo=repo, token=token, path=asset_path, commit_sha=sha
     )
 
-    # # todo debug error shas
-    # if sha in [
-    #     # "8d77b3dd93959663d58ae5b626289d0746edd0e7",
-    #     # "252d7c5dc9d2f7671447fd11fe6bb004c438f34b",
-    #     "e1cd1ec3e66f4ab2b218f6758ed315f557778655",
-    #     "fa208da83a7f96d62c1e4efee2018074bbd805e0",
-
-    #     "09ed08b9abcd97622d59ec37e31b4706dc9a9391",
-    #     "8db938b1eb58dd8c77cba9b7524f84cf8ffe719c",
-    #     "041318439bf0ba291f990faaa27cd6ad0a062d13",
-    #     "ba5cb3d05c7b3ba5024cdafa192d89af186f08a9",
-    #     "7ca4eb239a96884142d3ef0b0182d3bc84ec1bba",
-    #     "3abe7e12dcbc3824315959af4428c53bd760c6e7",
-    #     "c4d3f67ef7ef4b5f6571b4f1d4aa5b928d2a3d56",
-    #     "23044ee80c27f75bb34c9f9ac689b1c68cd65914"
-    # ]:
-    #     print(f"Error sha: {sha}")
-
     release_version = find_text(metadata_regex, allele_list)
+
     if release_version is None:
+
         # TODO BOOKMARK 2/12/24 save these shas (`fatal: reference is not a tree`) for debugging, need to get the file contents
         raise Exception(f"Release version not found for commit {sha}")
-    
+
     return int(release_version.replace(".", "")[:4])
 
+
 ### debug ###
 if __name__ == "__main__":
     import sys
+
     sys.path.append(os.environ["GFEDBMODELS_PATH"])
     from pathlib import Path
     import json
@@ -236,15 +231,22 @@ def get_release_version_for_commit(commit: Union[Commit, dict], owner: str, repo
     GITHUB_REPOSITORY_NAME = os.environ["GITHUB_REPOSITORY_NAME"]
     GITHUB_PERSONAL_ACCESS_TOKEN = os.environ["GITHUB_PERSONAL_ACCESS_TOKEN"]
 
-    test_path = json.loads((Path(__file__).parent.parent.parent.parent / "functions" / "check_source_update" / "most-recent-commits.json").read_text())
+    test_path = json.loads(
+        (
+            Path(__file__).parent.parent.parent.parent
+            / "functions"
+            / "check_source_update"
+            / "most-recent-commits.json"
+        ).read_text()
+    )
     commits_with_releases = []
     for commit in test_path:
 
         # Get data source configuration
         source_repo_config = read_source_config(
-            s3_client=s3, 
+            s3_client=s3,
             bucket=os.environ["DATA_BUCKET_NAME"],
-            key=os.environ["PIPELINE_SOURCE_CONFIG_S3_PATH"]
+            key=os.environ["PIPELINE_SOURCE_CONFIG_S3_PATH"],
         ).repositories[f"{GITHUB_REPOSITORY_OWNER}/{GITHUB_REPOSITORY_NAME}"]
 
         # Loop through available file assets containing release version metadata
@@ -252,12 +254,12 @@ def get_release_version_for_commit(commit: Union[Commit, dict], owner: str, repo
 
             # Get the release version for the commit by examining file asset contents
             release_version = get_release_version_for_commit(
-                commit=commit, 
+                commit=commit,
                 owner=GITHUB_REPOSITORY_OWNER,
                 repo=GITHUB_REPOSITORY_NAME,
                 token=GITHUB_PERSONAL_ACCESS_TOKEN,
                 asset_path=asset_config.asset_path,
-                metadata_regex=asset_config.metadata_regex
+                metadata_regex=asset_config.metadata_regex,
             )
             logger.info(
                 f'Found release version {release_version} for commit {commit["sha"]}'
@@ -273,7 +275,7 @@ def get_release_version_for_commit(commit: Union[Commit, dict], owner: str, repo
                 **{
                     "owner": GITHUB_REPOSITORY_OWNER,
                     "name": GITHUB_REPOSITORY_NAME,
-                    "url": f"https://github.com/{GITHUB_REPOSITORY_OWNER}/{GITHUB_REPOSITORY_NAME}"
+                    "url": f"https://github.com/{GITHUB_REPOSITORY_OWNER}/{GITHUB_REPOSITORY_NAME}",
                 }
             )
 
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
index a5c3fccd..6868843f 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
@@ -24,6 +24,7 @@ class ExecutionStatus(str, Enum):
     EXECUTION_FAILED: build or load failed (set by State Machine) ✅
     ABORTED: build or load aborted (set by UpdateExecutionState) ✅
     """
+
     NOT_PROCESSED = "NOT_PROCESSED"
     SKIPPED = "SKIPPED"
     PENDING = "PENDING"
@@ -43,6 +44,7 @@ class ExecutionStatus(str, Enum):
     def __contains__(cls, item):
         return item in cls.__members__
 
+
 def str_to_datetime(v, fmt="%Y-%m-%dT%H:%M:%S.%fZ"):
     return datetime.strptime(v, fmt)
 
@@ -50,25 +52,26 @@ def str_to_datetime(v, fmt="%Y-%m-%dT%H:%M:%S.%fZ"):
 def str_from_datetime(v, fmt="%Y-%m-%dT%H:%M:%SZ"):
     return v.strftime(fmt)
 
+
 # validate that date field is ISO 8601 format with timezone
 def date_is_iso_8601_with_timezone(v):
     # Check if the date is already in the desired ISO 8601 format with 3 milliseconds
     if re.match(r"^\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2}\.\d{3}Z$", v):
         return v
-    
+
     # Check if the date is in ISO 8601 format with fractional seconds (arbitrary number of digits)
     match = re.match(r"^\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2}\.\d+Z$", v)
     if match:
         fractional_seconds = v.split(".")[1].split("Z")[0]
         # Truncate or pad fractional seconds to 3 digits
-        truncated_fractional_seconds = fractional_seconds[:3].ljust(3, '0')
+        truncated_fractional_seconds = fractional_seconds[:3].ljust(3, "0")
         return v.replace(fractional_seconds, truncated_fractional_seconds)
-    
+
     # Check if the date is in ISO 8601 format without fractional seconds
     if re.match(r"^\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2}Z$", v):
         # Add milliseconds and return
         return v[:-1] + ".000Z"
-    
+
     raise ValueError("Date must be in ISO 8601 format with timezone")
 
 
@@ -78,11 +81,15 @@ def url_is_valid(v):
         raise ValueError("Url must be a valid URL")
     return v
 
+
 release_version_re = r"^[1-9][0-9]{1,2}0$"
 
+
 def version_is_valid(v):
     if not re.match(release_version_re, str(v)):
-        raise ValueError(f"Release version must match regex pattern `{release_version_re}`")
+        raise ValueError(
+            f"Release version must match regex pattern `{release_version_re}`"
+        )
     return v
 
 
@@ -98,6 +105,7 @@ def s3_path_is_valid(v):
         raise ValueError("S3 path must be a valid S3 path (s3://<bucket>/<key>)")
     return v
 
+
 ### Source Config Models ###
 class Commit(BaseModel):
     sha: str
@@ -126,7 +134,6 @@ def from_response_json(cls, response_json):
     def date_utc_is_iso_8601_with_timezone(cls, v):
         return date_is_iso_8601_with_timezone(v)
 
-    # TODO: validate that html_url is a valid URL for a commit
 
 
 class InputParameters(BaseModel):
@@ -166,8 +173,8 @@ class TrackedAssetsConfig(BaseModel):
 
 class TargetMetadataConfigItem(BaseModel):
     description: Optional[str] = None
-    asset_path: str # Path (in remote git repository, on GitHub) to the file to check for strings matching a release version
-    metadata_regex: str # Contextual metadata for the commit. This is the regex to match the release version string that might be found in the assets being checked
+    asset_path: str  # Path (in remote git repository, on GitHub) to the file to check for strings matching a release version
+    metadata_regex: str  # Contextual metadata for the commit. This is the regex to match the release version string that might be found in the assets being checked
 
 
 class TargetMetadataConfig(BaseModel):
@@ -192,8 +199,12 @@ def url_is_valid(cls, v):
 
 
 class ExecutionDetailsConfig(BaseModel):
-    id: str = None # Refers to execution id in Step Functions and is only set if the commit is processed
-    invocation_id: str = None # One invocation can have multiple executions depending on how many release versions are given
+    id: str = (
+        None  # Refers to execution id in Step Functions and is only set if the commit is processed
+    )
+    invocation_id: str = (
+        None  # One invocation can have multiple executions depending on how many release versions are given
+    )
     version: int
     status: str
     date_utc: Optional[str] = None
@@ -205,7 +216,9 @@ class ExecutionDetailsConfig(BaseModel):
     @validator("status")
     def status_is_valid(cls, v):
         if v not in ExecutionStatus.__members__:
-            raise ValueError(f"Status must be one of {[value.value for value in ExecutionStatus.__members__.values()]}")
+            raise ValueError(
+                f"Status must be one of {[value.value for value in ExecutionStatus.__members__.values()]}"
+            )
         return v
 
     # validate that version is a 4 digit number, position 0 is a number between 1 and 9, and position 1:2 is a number between 0 and 99 and position 3 is 0
@@ -230,11 +243,16 @@ class ExecutionError(BaseModel):
     message: str
     cause: str
 
+
 # One item in the ExecutionState table
 # The Primary Key is commit.sha, or commit__sha in the table
 class ExecutionStateItem(BaseModel):
-    created_utc: Optional[str] = None  # Partial updates may not be able to include timestamps
-    updated_utc: Optional[str] = None  # Partial updates may not be able to include timestamps
+    created_utc: Optional[str] = (
+        None  # Partial updates may not be able to include timestamps
+    )
+    updated_utc: Optional[str] = (
+        None  # Partial updates may not be able to include timestamps
+    )
     repository: Optional[RepositoryConfig]
     commit: Commit
     execution: ExecutionDetailsConfig
@@ -295,7 +313,9 @@ def execution_state_has_no_missing_releases(cls, items):
 
             # Make custom adjust for releases under 3100 to account for inconsistent versioning
             if actual_version == 390:
-                expected_version = int(str(expected_version)[:1] + str(expected_version)[2:])
+                expected_version = int(
+                    str(expected_version)[:1] + str(expected_version)[2:]
+                )
 
             # If the version is not the expected version, raise an error
             if actual_version != expected_version:
@@ -310,7 +330,7 @@ def execution_state_has_no_missing_releases(cls, items):
                         f"Execution history has an unexpected version {actual_version}"
                     )
                 break
-            
+
             # Since release versioning increments by 10 in a complete dataset (all version), get the expected value using math
             expected_version -= 10
 
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py
index 5d17d327..dc7132ba 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/utils.py
@@ -22,9 +22,11 @@
 # TODO clear cache
 # TODO disable/enable cache for testing
 
+
 def get_utc_now():
     return datetime.utcnow().strftime("%Y-%m-%dT%H:%M:%S.%f")[:-3] + "Z"
 
+
 def save_json_to_cache(data, var_name):
     """Saves data to cache directory"""
     if not cache_dir.exists():
@@ -170,7 +172,9 @@ def write_s3_json(s3_client, bucket, key, data):
     a GitHub repo"""
 
     try:
-        response = s3_client.put_object(Bucket=bucket, Key=key, Body=json.dumps(data).encode())
+        response = s3_client.put_object(
+            Bucket=bucket, Key=key, Body=json.dumps(data).encode()
+        )
 
     except Exception as err:
         logger.error(
diff --git a/gfe-db/pipeline/scripts/state/build.py b/gfe-db/pipeline/scripts/state/build.py
index 822cedd7..194ce623 100644
--- a/gfe-db/pipeline/scripts/state/build.py
+++ b/gfe-db/pipeline/scripts/state/build.py
@@ -1,6 +1,7 @@
 """
 Builds the execution state for the given repository source from the static repository source configuration (`source-config.json`).
 """
+
 import os
 import sys
 
@@ -10,64 +11,55 @@
 
 from pathlib import Path
 import logging
+
 logging.basicConfig(level=logging.INFO)
 logger = logging.getLogger(__name__)
 # from datetime import datetime
 import json
-from pygethub import list_commits, list_branches, GitHubPaginator
-from gfedbmodels.utils import (
-    get_utc_now,
-    select_fields,
-    flatten_json_records,
-    select_keys,
-    rename_fields,
-    filter_nested_nulls,
-    get_commit,
-    cache_pickle
-)
+from pygethub import list_branches, GitHubPaginator
+from gfedbmodels.utils import get_utc_now, select_keys, filter_nested_nulls, get_commit
 from gfedbmodels.types import (
-    SourceConfig, 
+    SourceConfig,
     RepositoryConfig,
     Commit,
     ExecutionStateItem,
     ExecutionDetailsConfig,
-    ExecutionState
-)
-from gfedbmodels.ingest import (
-    process_execution_state_items,
-    get_commits_by_branch,
-    sort_execution_state_items
+    ExecutionState,
 )
 
 # Environment variables
 GITHUB_REPOSITORY_OWNER = os.environ["GITHUB_REPOSITORY_OWNER"]
 GITHUB_REPOSITORY_NAME = os.environ["GITHUB_REPOSITORY_NAME"]
 GITHUB_PERSONAL_ACCESS_TOKEN = os.environ["GITHUB_PERSONAL_ACCESS_TOKEN"]
-# DATA_BUCKET_NAME = infra.params.DataBucketName
 
-# @cache_pickle
+
 def get_branch_commits(branches):
 
     # For each entry in all-branches, get the commit data and build the execution state item
     execution_state_items = []
+
     for item in branches:
 
-        if item['name'].lower() == 'latest':
+        if item["name"].lower() == "latest":
             continue
-        
-        release_version = item['name']
-        sha = item['commit']['sha']
 
-        commit_json = get_commit(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME, GITHUB_PERSONAL_ACCESS_TOKEN, sha)
-        assert sha == commit_json['sha']
+        release_version = item["name"]
+        sha = item["commit"]["sha"]
+
+        logger.info(f"Retrieving data for {sha}")
+        commit_json = get_commit(
+            GITHUB_REPOSITORY_OWNER,
+            GITHUB_REPOSITORY_NAME,
+            GITHUB_PERSONAL_ACCESS_TOKEN,
+            sha,
+        )
+        assert sha == commit_json["sha"]
 
-        logger.info(f'Retrieving data for {sha}')
-        
         commit = Commit(
-            sha=commit_json['sha'],
-            date_utc=commit_json['commit']['author']['date'],
-            message=commit_json['commit']['message'],
-            html_url=commit_json['html_url']
+            sha=commit_json["sha"],
+            date_utc=commit_json["commit"]["author"]["date"],
+            message=commit_json["commit"]["message"],
+            html_url=commit_json["html_url"],
         )
 
         execution_state_item = ExecutionStateItem(
@@ -105,9 +97,7 @@ def build_execution_state(branches, utc_now=None):
 
     # Sort execution state items by date descending
     execution_state_items = sorted(
-        execution_state_items,
-        key=lambda x: x.commit.date_utc,
-        reverse=True
+        execution_state_items, key=lambda x: x.commit.date_utc, reverse=True
     )
 
     # Package records as ExecutionState object to seed table
@@ -120,10 +110,11 @@ def build_execution_state(branches, utc_now=None):
 
     return execution_state
 
+
 if __name__ == "__main__":
 
     utc_now = get_utc_now()
-    
+
     # Paths
     try:
         output_dir = Path(sys.argv[1])
@@ -136,161 +127,17 @@ def build_execution_state(branches, utc_now=None):
     # Fetch all commits from repo using GitHub API, will be cached
     logger.info("Processing source repository data")
 
-    # TODO add requests session for user-agent tracking
     paginator = GitHubPaginator(GITHUB_PERSONAL_ACCESS_TOKEN)
 
     ### COMMITS BY BRANCHES ###
     branch_pages = paginator.get_paginator(
-        list_branches, 
-        owner=GITHUB_REPOSITORY_OWNER, 
+        list_branches,
+        owner=GITHUB_REPOSITORY_OWNER,
         repo=GITHUB_REPOSITORY_NAME,
-        user_agent="nmdp-bioinformatics-gfe-db-state-builder/1.0"
+        user_agent="nmdp-bioinformatics-gfe-db-state-builder/1.0",
     )
     all_branches = list(branch_pages)
 
-    # # extract the branch names
-    # branch_names = [branch["name"] for branch in all_branches]
-
-    # # For each entry in all-branches, get the commit data and build the execution state item
-    # execution_state_items = []
-    # for item in all_branches:
-
-    #     if item['name'].lower() == 'latest':
-    #         continue
-        
-    #     release_version = item['name']
-    #     sha = item['commit']['sha']
-
-    #     commit_json = get_commit(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME, GITHUB_PERSONAL_ACCESS_TOKEN, sha)
-    #     assert sha == commit_json['sha']
-
-    #     logger.info(f'Retrieving data for {sha}')
-        
-    #     commit = Commit(
-    #         sha=commit_json['sha'],
-    #         date_utc=commit_json['commit']['author']['date'],
-    #         message=commit_json['commit']['message'],
-    #         html_url=commit_json['html_url']
-    #     )
-
-    #     execution_state_item = ExecutionStateItem(
-    #         created_utc=utc_now,
-    #         updated_utc=utc_now,
-    #         commit=commit,
-    #         execution=ExecutionDetailsConfig(
-    #                     version=release_version,
-    #                     status="NOT_PROCESSED",
-    #                     date_utc=None,
-    #                     input_parameters=None,
-    #         ),
-    #         # error=None,
-    #         # s3_path=None,
-    #         repository=RepositoryConfig(
-    #             **select_keys(
-    #                 source_config.repositories[
-    #                     GITHUB_REPOSITORY_OWNER + "/" + GITHUB_REPOSITORY_NAME
-    #                 ].model_dump(),
-    #                 ["owner", "name", "url"],
-    #             )
-    #         ),
-    #     )
-    #     execution_state_items.append(execution_state_item)
-
-    # Create ExecutionStateItems object from branch/commit sha pairs
-    # Commit fields
-    """
-    class Commit(BaseModel):
-        sha: str
-        date_utc: str
-        message: Optional[str] = None
-        html_url: str
-    """
-    # ExecutionStateItems fields
-    """
-    class ExecutionStateItem(BaseModel):
-        created_utc: Optional[str] = None
-        updated_utc: Optional[str] = None
-        repository: Optional[RepositoryConfig]
-        commit: Commit
-        execution: ExecutionDetailsConfig
-        error: Optional[ExecutionError] = None
-        s3_path: Optional[str] = None
-    """
-
-    # # COMMITS
-    # commit_pages = paginator.get_paginator(
-    #     list_commits, 
-    #     owner=GITHUB_REPOSITORY_OWNER, 
-    #     repo=GITHUB_REPOSITORY_NAME, 
-    #     user_agent="nmdp-bioinformatics-gfe-db-state-builder/1.0")
-    # all_commits = list(commit_pages)
-
-    # # filter by chosen commit keys
-    # commit_keys = ["sha", "commit", "html_url"]
-    # all_commits = select_fields(all_commits, commit_keys)
-
-    # # flatten JSON records
-    # all_commits_flat = flatten_json_records(all_commits)
-    # commit_keys = ["sha", "commit.author.date", "commit.message", "html_url"]
-    # all_commits_flat = [select_keys(x, commit_keys) for x in all_commits_flat]
-
-    # # rename fields for state table model
-    # commit_key_names_map = {
-    #     "sha": "sha",
-    #     "commit.author.date": "date_utc",
-    #     "commit.message": "message",
-    #     "html_url": "html_url",
-    # }
-
-    # commits = rename_fields(all_commits_flat, commit_key_names_map)
-
-    # # Get the release version for each commit
-    # target_metadata_config = source_config.repositories[
-    #     GITHUB_REPOSITORY_OWNER + "/" + GITHUB_REPOSITORY_NAME
-    # ].target_metadata_config
-
-    # excluded_commit_shas = source_config.repositories[
-    #     GITHUB_REPOSITORY_OWNER + "/" + GITHUB_REPOSITORY_NAME
-    # ].excluded_commit_shas.values
-
-    # commits = [
-    #     commit for commit in commits if commit["sha"] not in excluded_commit_shas
-    # ]
-
-    # # Build ExecutionStateItem records from raw commits using thread pooling
-    # logger.info("Building execution state")
-    # error_shas, execution_state_items = process_execution_state_items(
-    #     timestamp=utc_now,
-    #     commits=commits,
-    #     # TODO remove default params from state table, they are retrieved from source config file in S3
-    #     repository_config=RepositoryConfig(
-    #         **select_keys(
-    #             source_config.repositories[
-    #                 GITHUB_REPOSITORY_OWNER + "/" + GITHUB_REPOSITORY_NAME
-    #             ].model_dump(),
-    #             ["owner", "name", "url"],
-    #         )
-    #     ),
-    #     target_metadata_config=target_metadata_config,  # Infers release version from file contents
-    #     token=GITHUB_PERSONAL_ACCESS_TOKEN,
-    #     parallel=True,
-    # )
-
-    # # Sort execution state items by date descending
-    # execution_state_items = sorted(
-    #     execution_state_items,
-    #     key=lambda x: x.commit.date_utc,
-    #     reverse=True
-    # )
-
-    # # Package records as ExecutionState object to seed table
-    # execution_state = ExecutionState(
-    #     **{
-    #         "created_utc": utc_now,
-    #         "items": execution_state_items,
-    #     }
-    # )
-
     execution_state = build_execution_state(all_branches, utc_now)
 
     # Updates the source config file but does not actually build it
@@ -311,7 +158,3 @@ class ExecutionStateItem(BaseModel):
         json.dump(source_config.model_dump(), f, indent=4)
 
     logger.info("Execution state and source config updated")
-
-    # # write error shas
-    # with open(output_dir / "error-shas.json", "w") as f:
-    #     json.dump(error_shas, f, indent=4)

From 5bc4a3de13e8618f3cd7675600d9aab42076b0ba Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 25 Feb 2024 17:02:59 -0800
Subject: [PATCH 322/367] use SV field instead of AC field for IPD_Accession
 name property

---
 Makefile                              | 2 +-
 gfe-db/pipeline/jobs/build/src/app.py | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/Makefile b/Makefile
index 65880110..5c39b064 100644
--- a/Makefile
+++ b/Makefile
@@ -112,7 +112,7 @@ ifeq ($(SPLASH_FONT),slant)
 	@echo "\033[0;34m \__, //_/   \___/            \____//_____/ "
 	@echo "\033[0;34m/____/                                      "
 	@echo "\033[0;34m                                            "
-	@echo "\033[0;34mCopyright © 2002-2023 National Marrow Donor Program. All rights reserved."
+	@echo "\033[0;34mCopyright © 2002-2024 National Marrow Donor Program. All rights reserved."
 	@echo "\033[0;34m                                            \033[0m"
 endif
 
diff --git a/gfe-db/pipeline/jobs/build/src/app.py b/gfe-db/pipeline/jobs/build/src/app.py
index 4a525d62..ee94f214 100755
--- a/gfe-db/pipeline/jobs/build/src/app.py
+++ b/gfe-db/pipeline/jobs/build/src/app.py
@@ -229,7 +229,7 @@ def build_GFE(allele):
 
         row = {
             "gfe_name": gfe_name,
-            "acc_name": allele.name,
+            "acc_name": allele.id,
             "locus": locus,
             "hla_name": hla_name,
             #"a_name": hla_name.split("-")[1],

From 3f66a606479e486f11f037c27fd3d0c7f67f9ac2 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 10 Mar 2024 13:07:12 -0700
Subject: [PATCH 323/367] update README

---
 README.md | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/README.md b/README.md
index c4e76be0..e355e298 100755
--- a/README.md
+++ b/README.md
@@ -650,9 +650,8 @@ set -a; source .env.<stage>; set +a
 ```bash
 # Run from the root directory of gfe-db
 docker run \
-    --restart always \
+    --name gfedb \
     --publish=7474:7474 --publish=7687:7687 \
-    --volume=$(pwd)/gfe-db/local/neo4j/logs:/logs \
     $DOCKER_USERNAME/gfe-db:latest
 ```
 3. Navigate to `http://localhost:7474/browser/` to access the Neo4j browser. There is no authentication set so you can leave the username and password fields blank.

From a1d07c43b96ff1e2e1d09a02406bbef3e201e4d5 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 10 Mar 2024 18:09:47 -0700
Subject: [PATCH 324/367] update dev requirements

---
 requirements-dev.txt | 24 +++++++++++++-----------
 1 file changed, 13 insertions(+), 11 deletions(-)

diff --git a/requirements-dev.txt b/requirements-dev.txt
index 891122d2..172898ce 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -1,12 +1,14 @@
-requests
+requests~=2.31.0
 urllib3<2
-numpy
-py-ard==0.9.1
-py-gfe==1.1.5
-lxml==4.9.2
-Pympler==0.9
-awscli==1.18.159
-boto3==1.15.3
-polars==0.18.3
-aws-parameters>=0.1.8
-pygethub~=0.1.1
\ No newline at end of file
+numpy~=1.26.4
+py-ard~=0.9.1
+py-gfe~=1.1.6
+lxml~=4.9.2
+Pympler~=0.9
+awscli~=1.18.159
+boto3~=1.15.3
+polars~=0.18.3
+aws-parameters~=0.1.8
+pygethub~=0.1.1
+pydantic~=2.0.0
+python-dotenv~=1.0.1
\ No newline at end of file

From 04e470f77d2e7d75a0bc648e4eec03cb0e5e49f1 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 10 Mar 2024 18:11:50 -0700
Subject: [PATCH 325/367] sync app state with repo state; handle user request

---
 .../functions/check_source_update/app.py      | 402 +++++++++++++-----
 .../gfe_db_models/gfedbmodels/types.py        |   2 +-
 .../gfe_db_models/requirements.txt            |   8 +-
 gfe-db/pipeline/scripts/requirements.txt      |  10 +-
 4 files changed, 294 insertions(+), 128 deletions(-)

diff --git a/gfe-db/pipeline/functions/check_source_update/app.py b/gfe-db/pipeline/functions/check_source_update/app.py
index 6bd08f91..754fd66d 100644
--- a/gfe-db/pipeline/functions/check_source_update/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/app.py
@@ -20,6 +20,7 @@
 from decimal import Decimal
 from datetime import datetime, timedelta
 import json
+from pygethub import list_branches, GitHubPaginator
 from gfedbmodels.constants import session, pipeline
 from gfedbmodels.types import (
     str_to_datetime,
@@ -31,6 +32,7 @@
     Commit,
     ExecutionDetailsConfig,
     ExecutionPayloadItem,
+    ExecutionState
 )
 from gfedbmodels.utils import (
     get_utc_now,
@@ -38,6 +40,8 @@
     list_commits,
     flatten_json,
     filter_null_fields,
+    select_keys,
+    get_commit
 )
 from gfedbmodels.ingest import (
     read_source_config,
@@ -69,11 +73,13 @@
 GITHUB_PERSONAL_ACCESS_TOKEN = pipeline.secrets.GitHubPersonalAccessToken
 
 # Get data source configuration
-source_repo_config = read_source_config(
+source_config = read_source_config(
     s3_client=s3, 
     bucket=data_bucket_name, 
     key=PIPELINE_SOURCE_CONFIG_S3_PATH
-).repositories[f"{GITHUB_REPOSITORY_OWNER}/{GITHUB_REPOSITORY_NAME}"]
+)
+
+source_repo_config = source_config.repositories[f"{GITHUB_REPOSITORY_OWNER}/{GITHUB_REPOSITORY_NAME}"]
 
 gfedb_processing_queue = queue.Queue(gfedb_processing_queue_url)
 
@@ -86,127 +92,195 @@ def lambda_handler(event, context):
     logger.info(f"Invocation Id: {invocation_id}")
     logger.info(json.dumps(event))
 
+    is_user_event = True if "releases" in event else False
+
     try:
-        ### Get the app state and compare with the repository ###
+        ### Sync App State with Repo State ###
 
-        # 1) Get all items from state table
         logger.info(f"Fetching execution state from {execution_state_table_name}")
         table = dynamodb.Table(execution_state_table_name)
+
+        # Get all items from app state table
         execution_state = get_execution_state(table)
+        execution_state_items = execution_state.items
+
+        # 2) Get the repository state from the GitHub API
+        paginator = GitHubPaginator(GITHUB_PERSONAL_ACCESS_TOKEN)
+        branch_pages = paginator.get_paginator(
+            list_branches,
+            owner=GITHUB_REPOSITORY_OWNER,
+            repo=GITHUB_REPOSITORY_NAME,
+            user_agent="nmdp-bioinformatics-gfe-db-update-pipeline/1.0",
+        )
+        all_branches = list(branch_pages)
 
-        if not execution_state:
-            message = "No execution items found. Please populate the state table."
-            logger.error(message)
-            raise Exception(message)
+        repo_state = build_execution_state(all_branches, utc_now)
+        repo_state = repo_state.items
 
-        else:
-            commits_with_releases = []
+        # 3) Compare the app state with the repo state to find new commits
+
+        # Extract commit sha, release version  into tuples from both the app and repo states for set operations
+        app_state_commits = set([(item.commit.sha, item.execution.version) for item in execution_state_items])
+        # app_state_commits = set([(item.commit.sha, item.execution.version) for item in execution_state_items][:-1]) # todo: for testing, remove before deploy
+        repo_state_commits = set([(item.commit.sha, item.execution.version) for item in repo_state])
+
+        # get the difference between the two states
+        new_items = []
+        if app_state_commits != repo_state_commits:
+            new_commits = repo_state_commits - app_state_commits
+
+            # update the outdated records in app state with the new records from repo state
+            logger.info(f"Updating execution state with new commits: {new_commits}")
+            
+            # get the new records from the repo state
+            new_items.extend([item for item in repo_state if (item.commit.sha, item.execution.version) in new_commits])
 
-            # Handle manually triggered pipeline execution
-            if "releases" in event:
-                is_user_event = True
+            # insert the new records into the remote app state
+            items = format_execution_state_items(new_items)
+            for item in items:
+                table.put_item(Item=item)
 
-                logger.info(f"Processing release(s) from user: {event['releases']}")
+            # insert the new records into the local app state
+            execution_state_items.extend(new_items)
 
-                # TODO marshal releases to InputPayloadItem instead of casting to int
-                # extract the most recent record for the release value passed in the event
-                releases = [int(release) for release in event["releases"].split(",")]
+        synced_execution_state_items = sorted(
+            execution_state_items, key=lambda x: x.commit.date_utc, reverse=False
+        )
 
-                for release in releases:
-                    commits_with_releases.extend(list(filter(
-                        lambda record: record.execution.version == release,
-                        execution_state
-                    )))
+    except Exception as e:
+        import traceback
+        message = f"Error syncing app state: {e}\n{traceback.format_exc()}\n{json.dumps(event)}"
+        logger.error(message)
+        raise Exception(message)
 
-                releases_without_commits = list(set(releases) - set([item.execution.version for item in execution_state]))
+    ### Process New and User Requested Release Versions ###
+    unprocessed_execution_state_items = []
 
-                if not commits_with_releases or releases_without_commits:
-                    logger.info("No commits found for release version(s) provided, fetching most recent commits...")
-                    most_recent_commits = get_most_recent_commits(execution_state)
-                else:
-                    most_recent_commits = []
+    # Parse event for user input
+    user_items = []
+    if is_user_event:
 
-                # Set input parameters for manual pipeline execution from event
-                input_parameters = InputParameters(**event)
+        # Get the state items for each release given by the user
+        user_releases = [int(release) for release in event["releases"].split(",")]
+        user_items = list(filter(
+            lambda item: item.execution.version in user_releases,
+            synced_execution_state_items
+        ))
 
-            # Handle scheduled pipeline execution
-            else:
-                is_user_event = False
+    # Combine the new items and user items
+    unprocessed_execution_state_items.extend(new_items + user_items)
+
+    # TODO Convert unprocessed items to state machine payload
+    # TODO deduplicate and sort the unprocessed_execution_state_items by date
+
+    try:
+        commits_with_releases = []
+        # Handle manually triggered pipeline execution
+        if "releases" in event:
+            is_user_event = True
+
+            logger.info(f"Processing release(s) from user: {event['releases']}")
+
+            # TODO marshal releases to InputPayloadItem instead of casting to int
+            # extract the most recent record for the release value passed in the event
+            releases = [int(release) for release in event["releases"].split(",")]
 
-                # Use default parameters for automated pipeline execution
-                input_parameters = source_repo_config.default_input_parameters
-                # 2) Get the most recent commits from github since the most recent commit date retrieved from DynamoDB
+            # Filter the execution state for the release version(s) provided in the input event
+            for release in releases:
+                commits_with_releases.extend(list(filter(
+                    lambda record: record.execution.version == release,
+                    execution_state
+                )))
+
+            releases_without_commits = list(set(releases) - set([item.execution.version for item in execution_state]))
+
+            if not commits_with_releases or releases_without_commits:
+                logger.info("No commits found for release version(s) provided, fetching most recent commits...")
                 most_recent_commits = get_most_recent_commits(execution_state)
+            else:
+                most_recent_commits = []
 
-                # Return if no commits are found, otherwise process the new commits
-                if not most_recent_commits:
-                    message = "No new commits found"
-                    logger.info(message)
-                    return {
-                        "statusCode": 200,
-                        "body": json.dumps({"message": message}),
-                    }
-                
-                logger.info(
-                    f"Found {len(most_recent_commits)} commit(s) not yet processed\n{json.dumps([commit['sha'] for commit in most_recent_commits], indent=2)}"
-                )
+            # Set input parameters for manual pipeline execution from event
+            input_parameters = InputParameters(**event)
 
-            logger.info(f"Getting release versions")
-
-
-            if most_recent_commits:
-                for commit in most_recent_commits:
-                    sha = commit["sha"]
-
-                    # Loop through available file assets containing release version metadata
-                    for asset_config in source_repo_config.target_metadata_config.items:
-                        try:
-
-                            # Get the release version for the commit by examining file asset contents
-                            release_version = get_release_version_for_commit(
-                                commit=commit, 
-                                owner=GITHUB_REPOSITORY_OWNER,
-                                repo=GITHUB_REPOSITORY_NAME,
-                                token=GITHUB_PERSONAL_ACCESS_TOKEN,
-                                asset_path=asset_config.asset_path,
-                                metadata_regex=asset_config.metadata_regex
-                            )
-                            logger.info(
-                                f"Found release version {release_version} for commit {sha}"
-                            )
-
-                            # Build the execution object to be stored in the state table (`execution__*` fields)
-                            execution_detail = ExecutionDetailsConfig(
-                                **{
-                                    "version": release_version, 
-                                    "status": ExecutionStatus.NOT_PROCESSED
-                                }
-                            )
-
-                            # Build the repository object to be stored in the state table (`repository__*` fields)
-                            repository_config = RepositoryConfig(
-                                **{
-                                    "owner": GITHUB_REPOSITORY_OWNER,
-                                    "name": GITHUB_REPOSITORY_NAME,
-                                    "url": f"https://github.com/{GITHUB_REPOSITORY_OWNER}/{GITHUB_REPOSITORY_NAME}",
-                                    # TODO remove default params from state table, they are retrieved from source config file in S3
-                                    # "default_input_parameters": source_repo_config.default_input_parameters,
-                                }
-                            )
-
-                            # Assemble the execution state item for the new commit
-                            execution_state_item = ExecutionStateItem(
-                                created_utc=utc_now,
-                                execution=execution_detail,
-                                repository=repository_config,
-                                commit=Commit.from_response_json(commit),
-                            )
-
-                            commits_with_releases.append(execution_state_item)
-                            # break the loop if successful
-                            break
-                        except Exception as e:
-                            logger.info(f"Error getting release version for commit {sha}: {e}")
+        # Handle scheduled pipeline execution
+        else:
+            is_user_event = False
+
+            # Use default parameters for automated pipeline execution
+            input_parameters = source_repo_config.default_input_parameters
+            # 2) Get the most recent commits from github since the most recent commit date retrieved from DynamoDB
+            most_recent_commits = get_most_recent_commits(execution_state)
+
+            # Return if no commits are found, otherwise process the new commits
+            if not most_recent_commits:
+                message = "No new commits found"
+                logger.info(message)
+                return {
+                    "statusCode": 200,
+                    "body": json.dumps({"message": message}),
+                }
+            
+            logger.info(
+                f"Found {len(most_recent_commits)} commit(s) not yet processed\n{json.dumps([commit['sha'] for commit in most_recent_commits], indent=2)}"
+            )
+
+        logger.info(f"Getting release versions")
+
+
+        if most_recent_commits:
+            for commit in most_recent_commits:
+                sha = commit["sha"]
+
+                # Loop through available file assets containing release version metadata
+                for asset_config in source_repo_config.target_metadata_config.items:
+                    try:
+
+                        # Get the release version for the commit by examining file asset contents
+                        release_version = get_release_version_for_commit(
+                            commit=commit, 
+                            owner=GITHUB_REPOSITORY_OWNER,
+                            repo=GITHUB_REPOSITORY_NAME,
+                            token=GITHUB_PERSONAL_ACCESS_TOKEN,
+                            asset_path=asset_config.asset_path,
+                            metadata_regex=asset_config.metadata_regex
+                        )
+                        logger.info(
+                            f"Found release version {release_version} for commit {sha}"
+                        )
+
+                        # Build the execution object to be stored in the state table (`execution__*` fields)
+                        execution_detail = ExecutionDetailsConfig(
+                            **{
+                                "version": release_version, 
+                                "status": ExecutionStatus.NOT_PROCESSED
+                            }
+                        )
+
+                        # Build the repository object to be stored in the state table (`repository__*` fields)
+                        repository_config = RepositoryConfig(
+                            **{
+                                "owner": GITHUB_REPOSITORY_OWNER,
+                                "name": GITHUB_REPOSITORY_NAME,
+                                "url": f"https://github.com/{GITHUB_REPOSITORY_OWNER}/{GITHUB_REPOSITORY_NAME}",
+                                # TODO remove default params from state table, they are retrieved from source config file in S3
+                                # "default_input_parameters": source_repo_config.default_input_parameters,
+                            }
+                        )
+
+                        # Assemble the execution state item for the new commit
+                        execution_state_item = ExecutionStateItem(
+                            created_utc=utc_now,
+                            execution=execution_detail,
+                            repository=repository_config,
+                            commit=Commit.from_response_json(commit),
+                        )
+
+                        commits_with_releases.append(execution_state_item)
+                        # break the loop if successful
+                        break
+                    except Exception as e:
+                        logger.info(f"Error getting release version for commit {sha}: {e}")
 
         logger.info("Updating execution state")
         if is_user_event:
@@ -254,18 +328,7 @@ def lambda_handler(event, context):
             raise Exception(message)
 
         # 2) Preprocess the records for the state table (DynamoDB payload)
-        items = [
-            filter_null_fields(
-                flatten_json(
-                    data=item.model_dump(),
-                    sep="__",
-                    select_fields=[
-                        item.replace(".", "__") for item in execution_state_table_fields
-                    ],
-                )
-            )
-            for item in new_execution_state
-        ]
+        items = format_execution_state_items(new_execution_state)
 
         logger.info(f'Adding items to state table: {json.dumps(items, indent=2)}')
 
@@ -341,7 +404,9 @@ def get_execution_state(table, sort_column="commit__date_utc", reverse_sort=True
     items = table.scan()["Items"]
 
     if not items:
-        return []
+        message = "No execution items found. Please populate the state table."
+        logger.error(message)
+        raise Exception(message)
 
     items = [
         {k: int(v) if isinstance(v, Decimal) else v for k, v in item.items()}
@@ -350,10 +415,19 @@ def get_execution_state(table, sort_column="commit__date_utc", reverse_sort=True
     items = sorted(items, key=lambda x: x[sort_column], reverse=reverse_sort)
 
     # TODO Deserialize and repack the items
-    return [
+    execution_state_items = [
         ExecutionStateItem(**restore_nested_json(item, split_on="__")) for item in items
     ]
 
+    execution_state = ExecutionState(
+        **{
+            "created_utc": get_utc_now(),
+            "items": execution_state_items,
+        }
+    )
+
+    return execution_state
+
 
 # @cache_json
 # TODO return Commit class to make sure data is correct
@@ -425,6 +499,98 @@ def update_execution_state_item(
 
     return execution_state_item
 
+def format_execution_state_items(new_execution_state: list[ExecutionStateItem]) -> list[dict]:
+    return [
+            filter_null_fields(
+                flatten_json(
+                    data=item.model_dump(),
+                    sep="__",
+                    select_fields=[
+                        item.replace(".", "__") for item in execution_state_table_fields
+                    ],
+                )
+            )
+            for item in new_execution_state
+        ]
+
+
+def get_branch_commits(branches: list[dict]) -> list[ExecutionStateItem]:
+
+    # For each entry in all-branches, get the commit data and build the execution state item
+    execution_state_items = []
+
+    for item in branches:
+
+        if item["name"].lower() == "latest":
+            continue
+
+        release_version = item["name"]
+        sha = item["commit"]["sha"]
+
+        logger.info(f"Retrieving data for {sha}")
+        commit_json = get_commit(
+            GITHUB_REPOSITORY_OWNER,
+            GITHUB_REPOSITORY_NAME,
+            GITHUB_PERSONAL_ACCESS_TOKEN,
+            sha,
+        )
+        assert sha == commit_json["sha"]
+
+        commit = Commit(
+            sha=commit_json["sha"],
+            date_utc=commit_json["commit"]["author"]["date"],
+            message=commit_json["commit"]["message"],
+            html_url=commit_json["html_url"],
+        )
+
+        execution_state_item = ExecutionStateItem(
+            created_utc=get_utc_now(),
+            updated_utc=get_utc_now(),
+            commit=commit,
+            execution=ExecutionDetailsConfig(
+                version=release_version,
+                status="NOT_PROCESSED",
+                date_utc=None,
+                input_parameters=None,
+            ),
+            # error=None,
+            # s3_path=None,
+            repository=RepositoryConfig(
+                **select_keys(
+                    source_config.repositories[
+                        GITHUB_REPOSITORY_OWNER + "/" + GITHUB_REPOSITORY_NAME
+                    ].model_dump(),
+                    ["owner", "name", "url"],
+                )
+            ),
+        )
+        execution_state_items.append(execution_state_item)
+
+    return execution_state_items
+
+
+
+def build_execution_state(branches, utc_now=None):
+
+    utc_now = utc_now or get_utc_now()
+
+    # Create ExecutionStateItems array from branch/commit sha pairs
+    execution_state_items = get_branch_commits(branches)
+
+    # Sort execution state items by date descending
+    execution_state_items = sorted(
+        execution_state_items, key=lambda x: x.commit.date_utc, reverse=True
+    )
+
+    # Package records as ExecutionState object to seed table
+    execution_state = ExecutionState(
+        **{
+            "created_utc": utc_now,
+            "items": execution_state_items,
+        }
+    )
+
+    return execution_state
 
 if __name__ == "__main__":
     from pathlib import Path
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
index 6868843f..014df353 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
@@ -96,7 +96,7 @@ def version_is_valid(v):
 # validate that commit sha is a 40 character hex string
 def commit_sha_is_hex(v):
     if not re.match(r"^[0-9a-f]{40}$", v):
-        raise ValueError("Commit sha must be a 40 character hex string")
+        raise ValueError(f"Commit sha must be a 40 character hex string matching regex pattern `^[0-9a-f]{40}$`: {v}")
     return v
 
 
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/requirements.txt b/gfe-db/pipeline/lambda_layers/gfe_db_models/requirements.txt
index 1cea58be..06394a3b 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/requirements.txt
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/requirements.txt
@@ -1,6 +1,6 @@
 # --extra-index-url https://test.pypi.org/simple/
-pydantic>=2.0.0
-requests>=2.22.0
+pydantic~=2.0.0
+requests~=2.22.0
 urllib3<2
-aws-parameters>=0.1.8
-pygethub>=0.1.0
\ No newline at end of file
+aws-parameters~=0.1.8
+pygethub~=0.1.1
\ No newline at end of file
diff --git a/gfe-db/pipeline/scripts/requirements.txt b/gfe-db/pipeline/scripts/requirements.txt
index f6e3032a..375faf7e 100644
--- a/gfe-db/pipeline/scripts/requirements.txt
+++ b/gfe-db/pipeline/scripts/requirements.txt
@@ -1,5 +1,5 @@
-pydantic>=2.0.0
-requests
-boto3==1.15.3
-aws-parameters>=0.1.8
-pygethub>=0.1.0
\ No newline at end of file
+pydantic~=2.0.0
+requests~=2.31.0
+boto3~=1.15.3
+aws-parameters~=0.1.8
+pygethub~=0.1.1
\ No newline at end of file

From e5d67cdcfd045f64d57f5015a797ddec5cdbef6d Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 10 Mar 2024 18:13:42 -0700
Subject: [PATCH 326/367] update dev notebooks

---
 ...0.0-github-api-commits-by-branch-eda.ipynb | 87704 +---------------
 notebooks/0.2-github-api-eda.ipynb            |    40 -
 2 files changed, 140 insertions(+), 87604 deletions(-)

diff --git a/notebooks/0.0-github-api-commits-by-branch-eda.ipynb b/notebooks/0.0-github-api-commits-by-branch-eda.ipynb
index d2100f42..9f52093e 100644
--- a/notebooks/0.0-github-api-commits-by-branch-eda.ipynb
+++ b/notebooks/0.0-github-api-commits-by-branch-eda.ipynb
@@ -17,7 +17,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "/var/folders/8s/9sb2nsn913q7b4zz75fd_qf00000gn/T/ipykernel_17493/1475131825.py:8: DeprecationWarning: \n",
+      "/var/folders/8s/9sb2nsn913q7b4zz75fd_qf00000gn/T/ipykernel_1653/1475131825.py:8: DeprecationWarning: \n",
       "Pyarrow will become a required dependency of pandas in the next major release of pandas (pandas 3.0),\n",
       "(to allow more performant data types, such as the Arrow string type, and better interoperability with other libraries)\n",
       "but was not found to be installed on your system.\n",
@@ -465,13 +465,23 @@
     "commits_by_sha = commits_by_branch_df.groupby(\"sha\").agg(\n",
     "    branches=(\"branch\", \"unique\"),\n",
     "    date=(\"commit.author.date\", \"first\"),\n",
-    "    num_branches=(\"branch\", \"nunique\")\n",
+    "    num_branches=(\"branch\", \"nunique\"),\n",
+    "    # html_url=(\"html_url\", \"first\"),\n",
     ").sort_values(\"date\").reset_index()"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 27,
+   "execution_count": 19,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# commits_by_sha"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
    "metadata": {},
    "outputs": [
     {
@@ -521,7 +531,7 @@
        "270             1  "
       ]
      },
-     "execution_count": 27,
+     "execution_count": 20,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -532,7 +542,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 25,
+   "execution_count": 21,
    "metadata": {},
    "outputs": [
     {
@@ -541,7 +551,7 @@
        "739"
       ]
      },
-     "execution_count": 25,
+     "execution_count": 21,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -560,7 +570,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 22,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -575,7 +585,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 23,
    "metadata": {},
    "outputs": [
     {
@@ -584,7 +594,7 @@
        "739"
       ]
      },
-     "execution_count": 21,
+     "execution_count": 23,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -595,7 +605,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 24,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -605,7 +615,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 25,
    "metadata": {},
    "outputs": [
     {
@@ -614,7 +624,7 @@
        "739"
       ]
      },
-     "execution_count": 23,
+     "execution_count": 25,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -626,87592 +636,158 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 26,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# unique_commits_df.columns"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# unique_commits_df[['sha', 'commit.author.date', 'commit.message', 'html_url']]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Handling Error SHAs\n",
+    "Some SHAs do not allow files to be retrieved using the GitHub REST API:\n",
+    "```json\n",
+    "[\n",
+    "    \"8d77b3dd93959663d58ae5b626289d0746edd0e7\",\n",
+    "    \"252d7c5dc9d2f7671447fd11fe6bb004c438f34b\",\n",
+    "    \"e1cd1ec3e66f4ab2b218f6758ed315f557778655\",\n",
+    "    \"fa208da83a7f96d62c1e4efee2018074bbd805e0\",\n",
+    "    \"09ed08b9abcd97622d59ec37e31b4706dc9a9391\",\n",
+    "    \"8db938b1eb58dd8c77cba9b7524f84cf8ffe719c\",\n",
+    "    \"041318439bf0ba291f990faaa27cd6ad0a062d13\",\n",
+    "    \"ba5cb3d05c7b3ba5024cdafa192d89af186f08a9\",\n",
+    "    \"7ca4eb239a96884142d3ef0b0182d3bc84ec1bba\",\n",
+    "    \"3abe7e12dcbc3824315959af4428c53bd760c6e7\",\n",
+    "    \"c4d3f67ef7ef4b5f6571b4f1d4aa5b928d2a3d56\",\n",
+    "    \"23044ee80c27f75bb34c9f9ac689b1c68cd65914\"\n",
+    "]\n",
+    "```\n",
+    "\n",
+    "In this case version 300 is still missing."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Most Recent Commit by Branch\n",
+    "Evaluating API responses with the objective of finding the most recent data for a given release.\n",
+    "- All releases are available as branches"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Page 1: 57 items\n"
+     ]
+    }
+   ],
+   "source": [
+    "paginator = GitHubPaginator(GITHUB_PERSONAL_ACCESS_TOKEN)\n",
+    "\n",
+    "### COMMITS BY BRANCHES ###\n",
+    "branch_pages = paginator.get_paginator(\n",
+    "    list_branches, \n",
+    "    owner=GITHUB_REPOSITORY_OWNER, \n",
+    "    repo=GITHUB_REPOSITORY_NAME,\n",
+    "    user_agent=\"nmdp-bioinformatics-gfe-db-state-builder/1.0\"\n",
+    ")\n",
+    "all_branches = list(branch_pages)\n",
+    "\n",
+    "# # extract the branch names\n",
+    "# branch_names = [branch[\"name\"] for branch in all_branches]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>sha</th>\n",
-       "      <th>node_id</th>\n",
-       "      <th>commit.author.name</th>\n",
-       "      <th>commit.author.email</th>\n",
-       "      <th>commit.author.date</th>\n",
-       "      <th>commit.committer.name</th>\n",
-       "      <th>commit.committer.email</th>\n",
-       "      <th>commit.committer.date</th>\n",
-       "      <th>commit.message</th>\n",
-       "      <th>commit.tree.sha</th>\n",
-       "      <th>commit.tree.url</th>\n",
-       "      <th>commit.url</th>\n",
-       "      <th>commit.comment_count</th>\n",
-       "      <th>commit.verification.verified</th>\n",
-       "      <th>commit.verification.reason</th>\n",
-       "      <th>commit.verification.signature</th>\n",
-       "      <th>commit.verification.payload</th>\n",
-       "      <th>url</th>\n",
-       "      <th>html_url</th>\n",
-       "      <th>comments_url</th>\n",
-       "      <th>author.login</th>\n",
-       "      <th>author.id</th>\n",
-       "      <th>author.node_id</th>\n",
-       "      <th>author.avatar_url</th>\n",
-       "      <th>author.gravatar_id</th>\n",
-       "      <th>author.url</th>\n",
-       "      <th>author.html_url</th>\n",
-       "      <th>author.followers_url</th>\n",
-       "      <th>author.following_url</th>\n",
-       "      <th>author.gists_url</th>\n",
-       "      <th>author.starred_url</th>\n",
-       "      <th>author.subscriptions_url</th>\n",
-       "      <th>author.organizations_url</th>\n",
-       "      <th>author.repos_url</th>\n",
-       "      <th>author.events_url</th>\n",
-       "      <th>author.received_events_url</th>\n",
-       "      <th>author.type</th>\n",
-       "      <th>author.site_admin</th>\n",
-       "      <th>committer.login</th>\n",
-       "      <th>committer.id</th>\n",
-       "      <th>committer.node_id</th>\n",
-       "      <th>committer.avatar_url</th>\n",
-       "      <th>committer.gravatar_id</th>\n",
-       "      <th>committer.url</th>\n",
-       "      <th>committer.html_url</th>\n",
-       "      <th>committer.followers_url</th>\n",
-       "      <th>committer.following_url</th>\n",
-       "      <th>committer.gists_url</th>\n",
-       "      <th>committer.starred_url</th>\n",
-       "      <th>committer.subscriptions_url</th>\n",
-       "      <th>committer.organizations_url</th>\n",
-       "      <th>committer.repos_url</th>\n",
-       "      <th>committer.events_url</th>\n",
-       "      <th>committer.received_events_url</th>\n",
-       "      <th>committer.type</th>\n",
-       "      <th>committer.site_admin</th>\n",
-       "      <th>parents.0.sha</th>\n",
-       "      <th>parents.0.url</th>\n",
-       "      <th>parents.0.html_url</th>\n",
-       "      <th>parents.1.sha</th>\n",
-       "      <th>parents.1.url</th>\n",
-       "      <th>parents.1.html_url</th>\n",
-       "      <th>author</th>\n",
-       "      <th>committer</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>efc06e88b56d1e6e44661ec45f192dc1186a30ad</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZWZjMDZlODhiNTZkMWU2ZTQ0NjYxZWM0NWYxOTJkYzExODZhMzBhZA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-09-27T18:57:55Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-09-27T18:57:55Z</td>\n",
-       "      <td>Initial commit</td>\n",
-       "      <td>954fe154eccfcb5dff9a5c2368336851ad3e695f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/954fe154eccfcb5dff9a5c2368336851ad3e695f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/efc06e88b56d1e6e44661ec45f192dc1186a30ad</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/efc06e88b56d1e6e44661ec45f192dc1186a30ad</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/efc06e88b56d1e6e44661ec45f192dc1186a30ad</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/efc06e88b56d1e6e44661ec45f192dc1186a30ad/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>785c913f2d42abd68bcdf630ce2f58ee9b9c2579</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Nzg1YzkxM2YyZDQyYWJkNjhiY2RmNjMwY2UyZjU4ZWU5YjljMjU3OQ==</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-09-27T18:58:59Z</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-09-27T18:58:59Z</td>\n",
-       "      <td>Initial Release and Commit</td>\n",
-       "      <td>6effc6b250803775feb79454cd9451ed014949ce</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/6effc6b250803775feb79454cd9451ed014949ce</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/785c913f2d42abd68bcdf630ce2f58ee9b9c2579</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/785c913f2d42abd68bcdf630ce2f58ee9b9c2579</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/785c913f2d42abd68bcdf630ce2f58ee9b9c2579</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/785c913f2d42abd68bcdf630ce2f58ee9b9c2579/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>efc06e88b56d1e6e44661ec45f192dc1186a30ad</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/efc06e88b56d1e6e44661ec45f192dc1186a30ad</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/efc06e88b56d1e6e44661ec45f192dc1186a30ad</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>9f35f8fe8a2e25bb076e588e65389cac16a8ed2f</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OWYzNWY4ZmU4YTJlMjViYjA3NmU1ODhlNjUzODljYWMxNmE4ZWQyZg==</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-09-27T19:00:41Z</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-09-27T19:00:41Z</td>\n",
-       "      <td>Updates to Licence</td>\n",
-       "      <td>2da947b5c470830df9584083726c1bf00a483e9d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/2da947b5c470830df9584083726c1bf00a483e9d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/9f35f8fe8a2e25bb076e588e65389cac16a8ed2f</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9f35f8fe8a2e25bb076e588e65389cac16a8ed2f</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9f35f8fe8a2e25bb076e588e65389cac16a8ed2f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9f35f8fe8a2e25bb076e588e65389cac16a8ed2f/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>785c913f2d42abd68bcdf630ce2f58ee9b9c2579</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/785c913f2d42abd68bcdf630ce2f58ee9b9c2579</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/785c913f2d42abd68bcdf630ce2f58ee9b9c2579</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>79d13ceb388eb9dacc9e166be18cce9373f7fd1d</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NzlkMTNjZWIzODhlYjlkYWNjOWUxNjZiZTE4Y2NlOTM3M2Y3ZmQxZA==</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-09-27T19:00:51Z</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-09-27T19:00:51Z</td>\n",
-       "      <td>Update to Licence file</td>\n",
-       "      <td>9a6f0b53be0fc00c8220ddc89b25cbc1cf4b5655</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/9a6f0b53be0fc00c8220ddc89b25cbc1cf4b5655</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/79d13ceb388eb9dacc9e166be18cce9373f7fd1d</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/79d13ceb388eb9dacc9e166be18cce9373f7fd1d</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/79d13ceb388eb9dacc9e166be18cce9373f7fd1d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/79d13ceb388eb9dacc9e166be18cce9373f7fd1d/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>9f35f8fe8a2e25bb076e588e65389cac16a8ed2f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9f35f8fe8a2e25bb076e588e65389cac16a8ed2f</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9f35f8fe8a2e25bb076e588e65389cac16a8ed2f</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>6ad21b61dee3689c5ae68370d635c5ede483c851</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NmFkMjFiNjFkZWUzNjg5YzVhZTY4MzcwZDYzNWM1ZWRlNDgzYzg1MQ==</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-09-27T19:02:35Z</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-09-27T19:02:35Z</td>\n",
-       "      <td>Updates to README files</td>\n",
-       "      <td>a9ed9a65ab7b5d5421aeb9c936a783ff55283165</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/a9ed9a65ab7b5d5421aeb9c936a783ff55283165</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/6ad21b61dee3689c5ae68370d635c5ede483c851</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6ad21b61dee3689c5ae68370d635c5ede483c851</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6ad21b61dee3689c5ae68370d635c5ede483c851</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6ad21b61dee3689c5ae68370d635c5ede483c851/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>79d13ceb388eb9dacc9e166be18cce9373f7fd1d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/79d13ceb388eb9dacc9e166be18cce9373f7fd1d</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/79d13ceb388eb9dacc9e166be18cce9373f7fd1d</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5</th>\n",
-       "      <td>08e0ef9f5c6aade40df681821a0b9caef439fe3a</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDhlMGVmOWY1YzZhYWRlNDBkZjY4MTgyMWEwYjljYWVmNDM5ZmUzYQ==</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-09-27T19:03:30Z</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-09-27T19:03:30Z</td>\n",
-       "      <td>Updates to License file</td>\n",
-       "      <td>e49067173b75b41e7d9f703cfe1b0aa89e314ebe</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/e49067173b75b41e7d9f703cfe1b0aa89e314ebe</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/08e0ef9f5c6aade40df681821a0b9caef439fe3a</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/08e0ef9f5c6aade40df681821a0b9caef439fe3a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/08e0ef9f5c6aade40df681821a0b9caef439fe3a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/08e0ef9f5c6aade40df681821a0b9caef439fe3a/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>6ad21b61dee3689c5ae68370d635c5ede483c851</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6ad21b61dee3689c5ae68370d635c5ede483c851</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6ad21b61dee3689c5ae68370d635c5ede483c851</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6</th>\n",
-       "      <td>af54d281b5f99a75ba06f1026bac7a4086d92f8a</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YWY1NGQyODFiNWY5OWE3NWJhMDZmMTAyNmJhYzdhNDA4NmQ5MmY4YQ==</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-09-27T19:10:12Z</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-09-27T19:10:12Z</td>\n",
-       "      <td>Initial Release and Commit</td>\n",
-       "      <td>1f226f2fcf5017507d6f587c9b91d446a808ccc5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/1f226f2fcf5017507d6f587c9b91d446a808ccc5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/af54d281b5f99a75ba06f1026bac7a4086d92f8a</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/af54d281b5f99a75ba06f1026bac7a4086d92f8a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/af54d281b5f99a75ba06f1026bac7a4086d92f8a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/af54d281b5f99a75ba06f1026bac7a4086d92f8a/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>08e0ef9f5c6aade40df681821a0b9caef439fe3a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/08e0ef9f5c6aade40df681821a0b9caef439fe3a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/08e0ef9f5c6aade40df681821a0b9caef439fe3a</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7</th>\n",
-       "      <td>6ce547fefafa6b804338c231bcb137b789653fdc</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NmNlNTQ3ZmVmYWZhNmI4MDQzMzhjMjMxYmNiMTM3Yjc4OTY1M2ZkYw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-09-27T19:13:24Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-09-27T19:13:24Z</td>\n",
-       "      <td>Merge pull request #1 from jrob119/3170\\n\\nInitial Release and Commit</td>\n",
-       "      <td>1f226f2fcf5017507d6f587c9b91d446a808ccc5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/1f226f2fcf5017507d6f587c9b91d446a808ccc5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/6ce547fefafa6b804338c231bcb137b789653fdc</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6ce547fefafa6b804338c231bcb137b789653fdc</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6ce547fefafa6b804338c231bcb137b789653fdc</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6ce547fefafa6b804338c231bcb137b789653fdc/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>08e0ef9f5c6aade40df681821a0b9caef439fe3a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/08e0ef9f5c6aade40df681821a0b9caef439fe3a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/08e0ef9f5c6aade40df681821a0b9caef439fe3a</td>\n",
-       "      <td>af54d281b5f99a75ba06f1026bac7a4086d92f8a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/af54d281b5f99a75ba06f1026bac7a4086d92f8a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/af54d281b5f99a75ba06f1026bac7a4086d92f8a</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8</th>\n",
-       "      <td>16da2f90240d536159a20697fb952b4d14846b13</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MTZkYTJmOTAyNDBkNTM2MTU5YTIwNjk3ZmI5NTJiNGQxNDg0NmIxMw==</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-09-27T19:18:54Z</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-09-27T19:24:02Z</td>\n",
-       "      <td>Restructuring to subdirectories</td>\n",
-       "      <td>308a89586eff3472acfc279ca5f102de272fe09a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/308a89586eff3472acfc279ca5f102de272fe09a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/16da2f90240d536159a20697fb952b4d14846b13</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/16da2f90240d536159a20697fb952b4d14846b13</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/16da2f90240d536159a20697fb952b4d14846b13</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/16da2f90240d536159a20697fb952b4d14846b13/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>6ce547fefafa6b804338c231bcb137b789653fdc</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6ce547fefafa6b804338c231bcb137b789653fdc</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6ce547fefafa6b804338c231bcb137b789653fdc</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9</th>\n",
-       "      <td>d9944466594e328cb46f732e5670660fd672a141</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZDk5NDQ0NjY1OTRlMzI4Y2I0NmY3MzJlNTY3MDY2MGZkNjcyYTE0MQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-09-27T19:25:48Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-09-27T19:25:48Z</td>\n",
-       "      <td>Merge pull request #2 from jrob119/Latest\\n\\nRestructuring</td>\n",
-       "      <td>308a89586eff3472acfc279ca5f102de272fe09a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/308a89586eff3472acfc279ca5f102de272fe09a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/d9944466594e328cb46f732e5670660fd672a141</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d9944466594e328cb46f732e5670660fd672a141</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d9944466594e328cb46f732e5670660fd672a141</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d9944466594e328cb46f732e5670660fd672a141/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>af54d281b5f99a75ba06f1026bac7a4086d92f8a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/af54d281b5f99a75ba06f1026bac7a4086d92f8a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/af54d281b5f99a75ba06f1026bac7a4086d92f8a</td>\n",
-       "      <td>16da2f90240d536159a20697fb952b4d14846b13</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/16da2f90240d536159a20697fb952b4d14846b13</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/16da2f90240d536159a20697fb952b4d14846b13</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10</th>\n",
-       "      <td>0e31941b14171c16697123ff7b81becbeef1c089</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MGUzMTk0MWIxNDE3MWMxNjY5NzEyM2ZmN2I4MWJlY2JlZWYxYzA4OQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-09-27T19:38:32Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-09-27T19:38:32Z</td>\n",
-       "      <td>Merge pull request #3 from jrob119/3170\\n\\nMerge pull request #2 from jrob119/Latest</td>\n",
-       "      <td>308a89586eff3472acfc279ca5f102de272fe09a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/308a89586eff3472acfc279ca5f102de272fe09a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/0e31941b14171c16697123ff7b81becbeef1c089</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0e31941b14171c16697123ff7b81becbeef1c089</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0e31941b14171c16697123ff7b81becbeef1c089</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0e31941b14171c16697123ff7b81becbeef1c089/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>16da2f90240d536159a20697fb952b4d14846b13</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/16da2f90240d536159a20697fb952b4d14846b13</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/16da2f90240d536159a20697fb952b4d14846b13</td>\n",
-       "      <td>d9944466594e328cb46f732e5670660fd672a141</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d9944466594e328cb46f732e5670660fd672a141</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d9944466594e328cb46f732e5670660fd672a141</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11</th>\n",
-       "      <td>a07bcbd18f5f95606b16258241f9d18ba0e65390</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YTA3YmNiZDE4ZjVmOTU2MDZiMTYyNTgyNDFmOWQxOGJhMGU2NTM5MA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-09-27T19:53:05Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-09-27T19:53:05Z</td>\n",
-       "      <td>Merge pull request #4 from jrob119/Latest\\n\\nMerge pull request #3 from jrob119/3170</td>\n",
-       "      <td>308a89586eff3472acfc279ca5f102de272fe09a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/308a89586eff3472acfc279ca5f102de272fe09a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/a07bcbd18f5f95606b16258241f9d18ba0e65390</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a07bcbd18f5f95606b16258241f9d18ba0e65390</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a07bcbd18f5f95606b16258241f9d18ba0e65390</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a07bcbd18f5f95606b16258241f9d18ba0e65390/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>d9944466594e328cb46f732e5670660fd672a141</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d9944466594e328cb46f732e5670660fd672a141</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d9944466594e328cb46f732e5670660fd672a141</td>\n",
-       "      <td>0e31941b14171c16697123ff7b81becbeef1c089</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0e31941b14171c16697123ff7b81becbeef1c089</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0e31941b14171c16697123ff7b81becbeef1c089</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12</th>\n",
-       "      <td>7c9d9585576bec8fdf41e18d44033d2c8af7a923</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6N2M5ZDk1ODU1NzZiZWM4ZmRmNDFlMThkNDQwMzNkMmM4YWY3YTkyMw==</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-09-27T20:33:03Z</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-09-27T20:33:03Z</td>\n",
-       "      <td>Removed md5 file</td>\n",
-       "      <td>07d95df30a8989ec01fd14b8ece907c31d5178ba</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/07d95df30a8989ec01fd14b8ece907c31d5178ba</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/7c9d9585576bec8fdf41e18d44033d2c8af7a923</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7c9d9585576bec8fdf41e18d44033d2c8af7a923</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7c9d9585576bec8fdf41e18d44033d2c8af7a923</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7c9d9585576bec8fdf41e18d44033d2c8af7a923/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>0e31941b14171c16697123ff7b81becbeef1c089</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0e31941b14171c16697123ff7b81becbeef1c089</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0e31941b14171c16697123ff7b81becbeef1c089</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13</th>\n",
-       "      <td>9d8f585502fcfe70c5f809ba44856a6f0cd986a2</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OWQ4ZjU4NTUwMmZjZmU3MGM1ZjgwOWJhNDQ4NTZhNmYwY2Q5ODZhMg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-09-27T20:33:43Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-09-27T20:33:43Z</td>\n",
-       "      <td>Merge pull request #5 from jrob119/3170\\n\\nMerge pull request #4 from jrob119/Latest</td>\n",
-       "      <td>07d95df30a8989ec01fd14b8ece907c31d5178ba</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/07d95df30a8989ec01fd14b8ece907c31d5178ba</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/9d8f585502fcfe70c5f809ba44856a6f0cd986a2</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9d8f585502fcfe70c5f809ba44856a6f0cd986a2</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9d8f585502fcfe70c5f809ba44856a6f0cd986a2</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9d8f585502fcfe70c5f809ba44856a6f0cd986a2/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>7c9d9585576bec8fdf41e18d44033d2c8af7a923</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7c9d9585576bec8fdf41e18d44033d2c8af7a923</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7c9d9585576bec8fdf41e18d44033d2c8af7a923</td>\n",
-       "      <td>a07bcbd18f5f95606b16258241f9d18ba0e65390</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a07bcbd18f5f95606b16258241f9d18ba0e65390</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a07bcbd18f5f95606b16258241f9d18ba0e65390</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14</th>\n",
-       "      <td>8632b0d19389dcac1b3f1089b634396b51ae8530</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ODYzMmIwZDE5Mzg5ZGNhYzFiM2YxMDg5YjYzNDM5NmI1MWFlODUzMA==</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-09-27T20:47:44Z</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-09-27T20:47:44Z</td>\n",
-       "      <td>Renaming</td>\n",
-       "      <td>8ca145ba8007c6692095018f5aec4c136526e04f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/8ca145ba8007c6692095018f5aec4c136526e04f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/8632b0d19389dcac1b3f1089b634396b51ae8530</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8632b0d19389dcac1b3f1089b634396b51ae8530</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8632b0d19389dcac1b3f1089b634396b51ae8530</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8632b0d19389dcac1b3f1089b634396b51ae8530/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>a07bcbd18f5f95606b16258241f9d18ba0e65390</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a07bcbd18f5f95606b16258241f9d18ba0e65390</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a07bcbd18f5f95606b16258241f9d18ba0e65390</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15</th>\n",
-       "      <td>340238f97d078fc6b8524deac6366c9ce261b049</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MzQwMjM4Zjk3ZDA3OGZjNmI4NTI0ZGVhYzYzNjZjOWNlMjYxYjA0OQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-09-27T20:48:52Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-09-27T20:48:52Z</td>\n",
-       "      <td>Merge pull request #6 from jrob119/Latest\\n\\nRenaming</td>\n",
-       "      <td>0e9edee4c41fc90412e925d4ca95a2b1074cb4a7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/0e9edee4c41fc90412e925d4ca95a2b1074cb4a7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/340238f97d078fc6b8524deac6366c9ce261b049</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/340238f97d078fc6b8524deac6366c9ce261b049</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/340238f97d078fc6b8524deac6366c9ce261b049</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/340238f97d078fc6b8524deac6366c9ce261b049/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>8632b0d19389dcac1b3f1089b634396b51ae8530</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8632b0d19389dcac1b3f1089b634396b51ae8530</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8632b0d19389dcac1b3f1089b634396b51ae8530</td>\n",
-       "      <td>9d8f585502fcfe70c5f809ba44856a6f0cd986a2</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9d8f585502fcfe70c5f809ba44856a6f0cd986a2</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9d8f585502fcfe70c5f809ba44856a6f0cd986a2</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16</th>\n",
-       "      <td>69ac32a1e30dda03ea96d38178682a986d2b01db</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NjlhYzMyYTFlMzBkZGEwM2VhOTZkMzgxNzg2ODJhOTg2ZDJiMDFkYg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-09-27T20:50:18Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-09-27T20:50:18Z</td>\n",
-       "      <td>Merge pull request #7 from jrob119/3170\\n\\n3170</td>\n",
-       "      <td>0e9edee4c41fc90412e925d4ca95a2b1074cb4a7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/0e9edee4c41fc90412e925d4ca95a2b1074cb4a7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/69ac32a1e30dda03ea96d38178682a986d2b01db</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/69ac32a1e30dda03ea96d38178682a986d2b01db</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/69ac32a1e30dda03ea96d38178682a986d2b01db</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/69ac32a1e30dda03ea96d38178682a986d2b01db/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>9d8f585502fcfe70c5f809ba44856a6f0cd986a2</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9d8f585502fcfe70c5f809ba44856a6f0cd986a2</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9d8f585502fcfe70c5f809ba44856a6f0cd986a2</td>\n",
-       "      <td>340238f97d078fc6b8524deac6366c9ce261b049</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/340238f97d078fc6b8524deac6366c9ce261b049</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/340238f97d078fc6b8524deac6366c9ce261b049</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17</th>\n",
-       "      <td>0022011301eada9040803c924aa45423fd39e89c</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDAyMjAxMTMwMWVhZGE5MDQwODAzYzkyNGFhNDU0MjNmZDM5ZTg5Yw==</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-09-27T20:56:36Z</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-09-27T20:56:36Z</td>\n",
-       "      <td>Adding XML files</td>\n",
-       "      <td>3504772233dc01a817fce71cea7fadb5f3643e7c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/3504772233dc01a817fce71cea7fadb5f3643e7c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/0022011301eada9040803c924aa45423fd39e89c</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0022011301eada9040803c924aa45423fd39e89c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0022011301eada9040803c924aa45423fd39e89c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0022011301eada9040803c924aa45423fd39e89c/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>340238f97d078fc6b8524deac6366c9ce261b049</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/340238f97d078fc6b8524deac6366c9ce261b049</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/340238f97d078fc6b8524deac6366c9ce261b049</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18</th>\n",
-       "      <td>4826201263c95aefc29beaeb323f883cf6b4edfb</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NDgyNjIwMTI2M2M5NWFlZmMyOWJlYWViMzIzZjg4M2NmNmI0ZWRmYg==</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-09-27T21:02:10Z</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-09-27T21:02:10Z</td>\n",
-       "      <td>Added XML Files</td>\n",
-       "      <td>2731245ed5e70c880096e407e0b24dc9d9d4b199</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/2731245ed5e70c880096e407e0b24dc9d9d4b199</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/4826201263c95aefc29beaeb323f883cf6b4edfb</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4826201263c95aefc29beaeb323f883cf6b4edfb</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4826201263c95aefc29beaeb323f883cf6b4edfb</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4826201263c95aefc29beaeb323f883cf6b4edfb/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>0022011301eada9040803c924aa45423fd39e89c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0022011301eada9040803c924aa45423fd39e89c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0022011301eada9040803c924aa45423fd39e89c</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19</th>\n",
-       "      <td>cfcebc23178847dbd71fd1154c59a251a2d570b8</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Y2ZjZWJjMjMxNzg4NDdkYmQ3MWZkMTE1NGM1OWEyNTFhMmQ1NzBiOA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-09-27T21:03:12Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-09-27T21:03:12Z</td>\n",
-       "      <td>Merge pull request #8 from jrob119/3170\\n\\n3170</td>\n",
-       "      <td>2731245ed5e70c880096e407e0b24dc9d9d4b199</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/2731245ed5e70c880096e407e0b24dc9d9d4b199</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/cfcebc23178847dbd71fd1154c59a251a2d570b8</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cfcebc23178847dbd71fd1154c59a251a2d570b8</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cfcebc23178847dbd71fd1154c59a251a2d570b8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cfcebc23178847dbd71fd1154c59a251a2d570b8/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>69ac32a1e30dda03ea96d38178682a986d2b01db</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/69ac32a1e30dda03ea96d38178682a986d2b01db</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/69ac32a1e30dda03ea96d38178682a986d2b01db</td>\n",
-       "      <td>4826201263c95aefc29beaeb323f883cf6b4edfb</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4826201263c95aefc29beaeb323f883cf6b4edfb</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4826201263c95aefc29beaeb323f883cf6b4edfb</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20</th>\n",
-       "      <td>3645f26142d7b8481ab0b9848f87822118f04415</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MzY0NWYyNjE0MmQ3Yjg0ODFhYjBiOTg0OGY4NzgyMjExOGYwNDQxNQ==</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-09-27T21:04:43Z</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-09-27T21:04:45Z</td>\n",
-       "      <td>Added Allele lists to Latest Directory</td>\n",
-       "      <td>e9f2accc1f5087678ead29ca3a83b8573bb6cb51</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/e9f2accc1f5087678ead29ca3a83b8573bb6cb51</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/3645f26142d7b8481ab0b9848f87822118f04415</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3645f26142d7b8481ab0b9848f87822118f04415</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3645f26142d7b8481ab0b9848f87822118f04415</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3645f26142d7b8481ab0b9848f87822118f04415/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>cfcebc23178847dbd71fd1154c59a251a2d570b8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cfcebc23178847dbd71fd1154c59a251a2d570b8</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cfcebc23178847dbd71fd1154c59a251a2d570b8</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21</th>\n",
-       "      <td>3a71348c5399bbcc1c2b28cd4ebaaa287cd5269e</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6M2E3MTM0OGM1Mzk5YmJjYzFjMmIyOGNkNGViYWFhMjg3Y2Q1MjY5ZQ==</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-09-27T21:07:01Z</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-09-27T21:07:01Z</td>\n",
-       "      <td>Renaming subdirectory</td>\n",
-       "      <td>d88781eadaf9341b324f15e64ee2635a7449f440</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/d88781eadaf9341b324f15e64ee2635a7449f440</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/3a71348c5399bbcc1c2b28cd4ebaaa287cd5269e</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3a71348c5399bbcc1c2b28cd4ebaaa287cd5269e</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3a71348c5399bbcc1c2b28cd4ebaaa287cd5269e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3a71348c5399bbcc1c2b28cd4ebaaa287cd5269e/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>3645f26142d7b8481ab0b9848f87822118f04415</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3645f26142d7b8481ab0b9848f87822118f04415</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3645f26142d7b8481ab0b9848f87822118f04415</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>22</th>\n",
-       "      <td>e6cc9f3080932f9c77b6b03a7ab2e65ddb50bb3f</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZTZjYzlmMzA4MDkzMmY5Yzc3YjZiMDNhN2FiMmU2NWRkYjUwYmIzZg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-10-07T13:03:28Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-10-07T13:03:28Z</td>\n",
-       "      <td>Release 3.18.0</td>\n",
-       "      <td>b149ed0e594eca40d261cf7c420407321134d17d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/b149ed0e594eca40d261cf7c420407321134d17d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/e6cc9f3080932f9c77b6b03a7ab2e65ddb50bb3f</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e6cc9f3080932f9c77b6b03a7ab2e65ddb50bb3f</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e6cc9f3080932f9c77b6b03a7ab2e65ddb50bb3f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e6cc9f3080932f9c77b6b03a7ab2e65ddb50bb3f/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>4826201263c95aefc29beaeb323f883cf6b4edfb</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4826201263c95aefc29beaeb323f883cf6b4edfb</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4826201263c95aefc29beaeb323f883cf6b4edfb</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>23</th>\n",
-       "      <td>552bffb1497d24e4f71b1accf7905a6356622c97</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NTUyYmZmYjE0OTdkMjRlNGY3MWIxYWNjZjc5MDVhNjM1NjYyMmM5Nw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-10-07T15:11:13Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-10-07T15:11:13Z</td>\n",
-       "      <td>Release 3.18.0</td>\n",
-       "      <td>002904b2d9294736df8274f0502b62d54f91518e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/002904b2d9294736df8274f0502b62d54f91518e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/552bffb1497d24e4f71b1accf7905a6356622c97</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/552bffb1497d24e4f71b1accf7905a6356622c97</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/552bffb1497d24e4f71b1accf7905a6356622c97</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/552bffb1497d24e4f71b1accf7905a6356622c97/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>e6cc9f3080932f9c77b6b03a7ab2e65ddb50bb3f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e6cc9f3080932f9c77b6b03a7ab2e65ddb50bb3f</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e6cc9f3080932f9c77b6b03a7ab2e65ddb50bb3f</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>24</th>\n",
-       "      <td>b2bc0b6582d3d681518ba61fda43f4412ed4ce3c</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YjJiYzBiNjU4MmQzZDY4MTUxOGJhNjFmZGE0M2Y0NDEyZWQ0Y2UzYw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-10-10T08:11:43Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-10-10T08:11:43Z</td>\n",
-       "      <td>Release 3.18.0</td>\n",
-       "      <td>d35d7fdd90026a9dd3d08317ca4a789f96c94051</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/d35d7fdd90026a9dd3d08317ca4a789f96c94051</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/b2bc0b6582d3d681518ba61fda43f4412ed4ce3c</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b2bc0b6582d3d681518ba61fda43f4412ed4ce3c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b2bc0b6582d3d681518ba61fda43f4412ed4ce3c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b2bc0b6582d3d681518ba61fda43f4412ed4ce3c/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>552bffb1497d24e4f71b1accf7905a6356622c97</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/552bffb1497d24e4f71b1accf7905a6356622c97</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/552bffb1497d24e4f71b1accf7905a6356622c97</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>25</th>\n",
-       "      <td>6070036419bc21c39658a0362a91bb0ba6105b56</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NjA3MDAzNjQxOWJjMjFjMzk2NThhMDM2MmE5MWJiMGJhNjEwNWI1Ng==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-10-10T08:28:16Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-10-10T08:28:16Z</td>\n",
-       "      <td>Merge branch '3180' into Latest</td>\n",
-       "      <td>6b20ba2b076221318acefbb209469b13fdcccb5a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/6b20ba2b076221318acefbb209469b13fdcccb5a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/6070036419bc21c39658a0362a91bb0ba6105b56</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6070036419bc21c39658a0362a91bb0ba6105b56</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6070036419bc21c39658a0362a91bb0ba6105b56</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6070036419bc21c39658a0362a91bb0ba6105b56/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>3a71348c5399bbcc1c2b28cd4ebaaa287cd5269e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3a71348c5399bbcc1c2b28cd4ebaaa287cd5269e</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3a71348c5399bbcc1c2b28cd4ebaaa287cd5269e</td>\n",
-       "      <td>b2bc0b6582d3d681518ba61fda43f4412ed4ce3c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b2bc0b6582d3d681518ba61fda43f4412ed4ce3c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b2bc0b6582d3d681518ba61fda43f4412ed4ce3c</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>26</th>\n",
-       "      <td>77dab20c6e423fef3c41419cdc9271b3d5d667c5</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NzdkYWIyMGM2ZTQyM2ZlZjNjNDE0MTljZGM5MjcxYjNkNWQ2NjdjNQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-10-10T08:38:01Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-10-10T08:38:01Z</td>\n",
-       "      <td>Release 3.18.0</td>\n",
-       "      <td>2dd93e44074d2e2f29ca95facbfb061173a9451b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/2dd93e44074d2e2f29ca95facbfb061173a9451b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/77dab20c6e423fef3c41419cdc9271b3d5d667c5</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/77dab20c6e423fef3c41419cdc9271b3d5d667c5</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/77dab20c6e423fef3c41419cdc9271b3d5d667c5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/77dab20c6e423fef3c41419cdc9271b3d5d667c5/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>6070036419bc21c39658a0362a91bb0ba6105b56</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6070036419bc21c39658a0362a91bb0ba6105b56</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6070036419bc21c39658a0362a91bb0ba6105b56</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>27</th>\n",
-       "      <td>fcd68570866ef29194433ac4087d4505ca08f8b1</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZmNkNjg1NzA4NjZlZjI5MTk0NDMzYWM0MDg3ZDQ1MDVjYTA4ZjhiMQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-10-10T11:35:52Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-10-10T11:35:52Z</td>\n",
-       "      <td>Release 3.18.0</td>\n",
-       "      <td>1f5963bf9dc5af66f1b8782491f65f134ce941fc</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/1f5963bf9dc5af66f1b8782491f65f134ce941fc</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/fcd68570866ef29194433ac4087d4505ca08f8b1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fcd68570866ef29194433ac4087d4505ca08f8b1</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/fcd68570866ef29194433ac4087d4505ca08f8b1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fcd68570866ef29194433ac4087d4505ca08f8b1/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>77dab20c6e423fef3c41419cdc9271b3d5d667c5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/77dab20c6e423fef3c41419cdc9271b3d5d667c5</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/77dab20c6e423fef3c41419cdc9271b3d5d667c5</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>28</th>\n",
-       "      <td>6d408b53ba2123a75f3a60ac7f9b35163bb38199</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NmQ0MDhiNTNiYTIxMjNhNzVmM2E2MGFjN2Y5YjM1MTYzYmIzODE5OQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-10-10T12:50:43Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-10-10T12:50:43Z</td>\n",
-       "      <td>Release 3.18.0</td>\n",
-       "      <td>dcbbfb79f479ccff31ca4c019eb1e0feb5b4945d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/dcbbfb79f479ccff31ca4c019eb1e0feb5b4945d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/6d408b53ba2123a75f3a60ac7f9b35163bb38199</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6d408b53ba2123a75f3a60ac7f9b35163bb38199</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6d408b53ba2123a75f3a60ac7f9b35163bb38199</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6d408b53ba2123a75f3a60ac7f9b35163bb38199/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>b2bc0b6582d3d681518ba61fda43f4412ed4ce3c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b2bc0b6582d3d681518ba61fda43f4412ed4ce3c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b2bc0b6582d3d681518ba61fda43f4412ed4ce3c</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>29</th>\n",
-       "      <td>7265da109f405f63768c8ce8efc023f57283059f</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NzI2NWRhMTA5ZjQwNWY2Mzc2OGM4Y2U4ZWZjMDIzZjU3MjgzMDU5Zg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-10-10T12:57:20Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-10-10T12:57:20Z</td>\n",
-       "      <td>Releas 3.18.0</td>\n",
-       "      <td>920bb5e5c661ae74fcc5d29829b9ba81e007f0e8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/920bb5e5c661ae74fcc5d29829b9ba81e007f0e8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/7265da109f405f63768c8ce8efc023f57283059f</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7265da109f405f63768c8ce8efc023f57283059f</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7265da109f405f63768c8ce8efc023f57283059f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7265da109f405f63768c8ce8efc023f57283059f/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>6d408b53ba2123a75f3a60ac7f9b35163bb38199</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6d408b53ba2123a75f3a60ac7f9b35163bb38199</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6d408b53ba2123a75f3a60ac7f9b35163bb38199</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>30</th>\n",
-       "      <td>b281acd0c3fdf94c1d2bc3e4ebb2853b172d2453</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YjI4MWFjZDBjM2ZkZjk0YzFkMmJjM2U0ZWJiMjg1M2IxNzJkMjQ1Mw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-10-13T08:56:00Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-10-13T08:56:00Z</td>\n",
-       "      <td>Release 3.18.0</td>\n",
-       "      <td>749fc24e3aa36f0cbb0cdd10e7841251a1b3cef0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/749fc24e3aa36f0cbb0cdd10e7841251a1b3cef0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/b281acd0c3fdf94c1d2bc3e4ebb2853b172d2453</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b281acd0c3fdf94c1d2bc3e4ebb2853b172d2453</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b281acd0c3fdf94c1d2bc3e4ebb2853b172d2453</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b281acd0c3fdf94c1d2bc3e4ebb2853b172d2453/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>7265da109f405f63768c8ce8efc023f57283059f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7265da109f405f63768c8ce8efc023f57283059f</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7265da109f405f63768c8ce8efc023f57283059f</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>31</th>\n",
-       "      <td>f126f70b25b1e61d169ab9da1dfa37f05fbdba7e</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZjEyNmY3MGIyNWIxZTYxZDE2OWFiOWRhMWRmYTM3ZjA1ZmJkYmE3ZQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-10-13T08:57:07Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-10-13T08:57:07Z</td>\n",
-       "      <td>Release 3.18.0</td>\n",
-       "      <td>363ce6e2fa7642ec67afe6ebced9fe079f0b754e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/363ce6e2fa7642ec67afe6ebced9fe079f0b754e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/f126f70b25b1e61d169ab9da1dfa37f05fbdba7e</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f126f70b25b1e61d169ab9da1dfa37f05fbdba7e</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f126f70b25b1e61d169ab9da1dfa37f05fbdba7e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f126f70b25b1e61d169ab9da1dfa37f05fbdba7e/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>fcd68570866ef29194433ac4087d4505ca08f8b1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fcd68570866ef29194433ac4087d4505ca08f8b1</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/fcd68570866ef29194433ac4087d4505ca08f8b1</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>32</th>\n",
-       "      <td>cd39076585625dec1eebbf66af67269b0ace44fd</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Y2QzOTA3NjU4NTYyNWRlYzFlZWJiZjY2YWY2NzI2OWIwYWNlNDRmZA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-10-16T11:06:40Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-10-16T11:06:40Z</td>\n",
-       "      <td>Correction to C*08:89 Exon 2 coordinates</td>\n",
-       "      <td>b4e163bb68072ab076c371732d7e885b6179c763</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/b4e163bb68072ab076c371732d7e885b6179c763</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/cd39076585625dec1eebbf66af67269b0ace44fd</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cd39076585625dec1eebbf66af67269b0ace44fd</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cd39076585625dec1eebbf66af67269b0ace44fd</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cd39076585625dec1eebbf66af67269b0ace44fd/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>f126f70b25b1e61d169ab9da1dfa37f05fbdba7e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f126f70b25b1e61d169ab9da1dfa37f05fbdba7e</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f126f70b25b1e61d169ab9da1dfa37f05fbdba7e</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>33</th>\n",
-       "      <td>47142c65baa97e5d65c02d0fba403091f3a8f269</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NDcxNDJjNjViYWE5N2U1ZDY1YzAyZDBmYmE0MDMwOTFmM2E4ZjI2OQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-10-16T11:08:12Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-10-16T11:08:12Z</td>\n",
-       "      <td>Correction to C*08:89 Exon 2 coordinates</td>\n",
-       "      <td>f078e0c351c7c9074126005ff8c0f65774c287a9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/f078e0c351c7c9074126005ff8c0f65774c287a9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/47142c65baa97e5d65c02d0fba403091f3a8f269</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/47142c65baa97e5d65c02d0fba403091f3a8f269</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/47142c65baa97e5d65c02d0fba403091f3a8f269</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/47142c65baa97e5d65c02d0fba403091f3a8f269/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>b281acd0c3fdf94c1d2bc3e4ebb2853b172d2453</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b281acd0c3fdf94c1d2bc3e4ebb2853b172d2453</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b281acd0c3fdf94c1d2bc3e4ebb2853b172d2453</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>34</th>\n",
-       "      <td>257c8a685708951e0f2b41f7d671fee44b4234c2</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MjU3YzhhNjg1NzA4OTUxZTBmMmI0MWY3ZDY3MWZlZTQ0YjQyMzRjMg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-11-20T12:25:29Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-11-20T12:25:29Z</td>\n",
-       "      <td>Correction to mark up A*24:252N deletion</td>\n",
-       "      <td>471e8636f0570b883d9ab44ec120d177aaed7f22</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/471e8636f0570b883d9ab44ec120d177aaed7f22</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/257c8a685708951e0f2b41f7d671fee44b4234c2</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/257c8a685708951e0f2b41f7d671fee44b4234c2</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/257c8a685708951e0f2b41f7d671fee44b4234c2</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/257c8a685708951e0f2b41f7d671fee44b4234c2/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>47142c65baa97e5d65c02d0fba403091f3a8f269</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/47142c65baa97e5d65c02d0fba403091f3a8f269</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/47142c65baa97e5d65c02d0fba403091f3a8f269</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>35</th>\n",
-       "      <td>e8db2e14dd3d1ae99e8d18d472917b9af3ed5006</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZThkYjJlMTRkZDNkMWFlOTllOGQxOGQ0NzI5MTdiOWFmM2VkNTAwNg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-11-20T12:26:50Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-11-20T12:26:50Z</td>\n",
-       "      <td>Correction to mark up of A*24:252N deletion</td>\n",
-       "      <td>b2c2a252eecd0837e71cd4703caf700f46b58e0b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/b2c2a252eecd0837e71cd4703caf700f46b58e0b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/e8db2e14dd3d1ae99e8d18d472917b9af3ed5006</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e8db2e14dd3d1ae99e8d18d472917b9af3ed5006</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e8db2e14dd3d1ae99e8d18d472917b9af3ed5006</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e8db2e14dd3d1ae99e8d18d472917b9af3ed5006/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>cd39076585625dec1eebbf66af67269b0ace44fd</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cd39076585625dec1eebbf66af67269b0ace44fd</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cd39076585625dec1eebbf66af67269b0ace44fd</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>36</th>\n",
-       "      <td>167fe20afe4b342d0a0df8012efa0e176f4aaff7</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MTY3ZmUyMGFmZTRiMzQyZDBhMGRmODAxMmVmYTBlMTc2ZjRhYWZmNw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-11-20T12:51:26Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-11-20T12:51:26Z</td>\n",
-       "      <td>hugogenename added to XSD</td>\n",
-       "      <td>3d4c00a589d55f384af7f6bd22834d8376b0a797</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/3d4c00a589d55f384af7f6bd22834d8376b0a797</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/167fe20afe4b342d0a0df8012efa0e176f4aaff7</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/167fe20afe4b342d0a0df8012efa0e176f4aaff7</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/167fe20afe4b342d0a0df8012efa0e176f4aaff7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/167fe20afe4b342d0a0df8012efa0e176f4aaff7/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>e8db2e14dd3d1ae99e8d18d472917b9af3ed5006</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e8db2e14dd3d1ae99e8d18d472917b9af3ed5006</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e8db2e14dd3d1ae99e8d18d472917b9af3ed5006</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>37</th>\n",
-       "      <td>b855d8ad05bb44eb23d26562cfb65bc728ffd1bf</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Yjg1NWQ4YWQwNWJiNDRlYjIzZDI2NTYyY2ZiNjViYzcyOGZmZDFiZg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-11-20T12:52:19Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-11-20T12:52:19Z</td>\n",
-       "      <td>hugogenename added to XSD</td>\n",
-       "      <td>f3a6243276fcc9acfbbd919c4c6a34ed53b18f89</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/f3a6243276fcc9acfbbd919c4c6a34ed53b18f89</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/b855d8ad05bb44eb23d26562cfb65bc728ffd1bf</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b855d8ad05bb44eb23d26562cfb65bc728ffd1bf</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b855d8ad05bb44eb23d26562cfb65bc728ffd1bf</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b855d8ad05bb44eb23d26562cfb65bc728ffd1bf/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>257c8a685708951e0f2b41f7d671fee44b4234c2</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/257c8a685708951e0f2b41f7d671fee44b4234c2</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/257c8a685708951e0f2b41f7d671fee44b4234c2</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>38</th>\n",
-       "      <td>e8f987730eb9f2fa96d69d3c53c7dcc86b8e4fb3</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZThmOTg3NzMwZWI5ZjJmYTk2ZDY5ZDNjNTNjN2RjYzg2YjhlNGZiMw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-11-20T15:56:14Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-11-20T15:56:14Z</td>\n",
-       "      <td>Updating zip file with A*24:252N corrections to text alignments</td>\n",
-       "      <td>4e143d8bb7cbd86f3ff848ba459758c8f61a24f3</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/4e143d8bb7cbd86f3ff848ba459758c8f61a24f3</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/e8f987730eb9f2fa96d69d3c53c7dcc86b8e4fb3</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e8f987730eb9f2fa96d69d3c53c7dcc86b8e4fb3</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e8f987730eb9f2fa96d69d3c53c7dcc86b8e4fb3</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e8f987730eb9f2fa96d69d3c53c7dcc86b8e4fb3/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>b855d8ad05bb44eb23d26562cfb65bc728ffd1bf</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b855d8ad05bb44eb23d26562cfb65bc728ffd1bf</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b855d8ad05bb44eb23d26562cfb65bc728ffd1bf</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>39</th>\n",
-       "      <td>9196885051adca8a5adccb2e2ac075f006e78500</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OTE5Njg4NTA1MWFkY2E4YTVhZGNjYjJlMmFjMDc1ZjAwNmU3ODUwMA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-11-20T15:56:43Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-11-20T15:56:43Z</td>\n",
-       "      <td>Updating zip file with A*24:252N corrections to text alignments</td>\n",
-       "      <td>d909b6b8740fc5ed1f87df7e4b3bbfbd4c24c5ad</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/d909b6b8740fc5ed1f87df7e4b3bbfbd4c24c5ad</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/9196885051adca8a5adccb2e2ac075f006e78500</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9196885051adca8a5adccb2e2ac075f006e78500</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9196885051adca8a5adccb2e2ac075f006e78500</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9196885051adca8a5adccb2e2ac075f006e78500/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>167fe20afe4b342d0a0df8012efa0e176f4aaff7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/167fe20afe4b342d0a0df8012efa0e176f4aaff7</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/167fe20afe4b342d0a0df8012efa0e176f4aaff7</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>40</th>\n",
-       "      <td>e65254b19ff0d017fd349d9678d4c8233670c707</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZTY1MjU0YjE5ZmYwZDAxN2ZkMzQ5ZDk2NzhkNGM4MjMzNjcwYzcwNw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-11-21T10:03:45Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-11-21T10:03:45Z</td>\n",
-       "      <td>Updating zip file with A*24:252N corrections to text alignments</td>\n",
-       "      <td>77cd2ec4f10e765795f0f973b9ec797c8dc7794d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/77cd2ec4f10e765795f0f973b9ec797c8dc7794d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/e65254b19ff0d017fd349d9678d4c8233670c707</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e65254b19ff0d017fd349d9678d4c8233670c707</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e65254b19ff0d017fd349d9678d4c8233670c707</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e65254b19ff0d017fd349d9678d4c8233670c707/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>9196885051adca8a5adccb2e2ac075f006e78500</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9196885051adca8a5adccb2e2ac075f006e78500</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9196885051adca8a5adccb2e2ac075f006e78500</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>41</th>\n",
-       "      <td>736ce5f66c8959b3bb57c7e65d19ae35bd2ce76e</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NzM2Y2U1ZjY2Yzg5NTliM2JiNTdjN2U2NWQxOWFlMzViZDJjZTc2ZQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-11-21T10:04:14Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-11-21T10:04:14Z</td>\n",
-       "      <td>Updating zip file with A*24:252N corrections to text alignments</td>\n",
-       "      <td>3573353b6e749a61958416a4193e84cdacf649d1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/3573353b6e749a61958416a4193e84cdacf649d1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/736ce5f66c8959b3bb57c7e65d19ae35bd2ce76e</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/736ce5f66c8959b3bb57c7e65d19ae35bd2ce76e</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/736ce5f66c8959b3bb57c7e65d19ae35bd2ce76e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/736ce5f66c8959b3bb57c7e65d19ae35bd2ce76e/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>e8f987730eb9f2fa96d69d3c53c7dcc86b8e4fb3</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e8f987730eb9f2fa96d69d3c53c7dcc86b8e4fb3</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e8f987730eb9f2fa96d69d3c53c7dcc86b8e4fb3</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>42</th>\n",
-       "      <td>beefc6c755f7c4255b5f3a6f38a706d2451161d1</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YmVlZmM2Yzc1NWY3YzQyNTViNWYzYTZmMzhhNzA2ZDI0NTExNjFkMQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-11-27T15:52:04Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-11-27T15:52:04Z</td>\n",
-       "      <td>Inclusion of single allele G groups</td>\n",
-       "      <td>b92e996f096497864182acb54f150483b22b6ad2</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/b92e996f096497864182acb54f150483b22b6ad2</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/beefc6c755f7c4255b5f3a6f38a706d2451161d1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/beefc6c755f7c4255b5f3a6f38a706d2451161d1</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/beefc6c755f7c4255b5f3a6f38a706d2451161d1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/beefc6c755f7c4255b5f3a6f38a706d2451161d1/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>736ce5f66c8959b3bb57c7e65d19ae35bd2ce76e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/736ce5f66c8959b3bb57c7e65d19ae35bd2ce76e</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/736ce5f66c8959b3bb57c7e65d19ae35bd2ce76e</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>43</th>\n",
-       "      <td>3f99d6172ea3777ef27af719d2dda40dcecf1b56</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6M2Y5OWQ2MTcyZWEzNzc3ZWYyN2FmNzE5ZDJkZGE0MGRjZWNmMWI1Ng==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-11-27T15:52:46Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-11-27T15:52:46Z</td>\n",
-       "      <td>Inclusion of single allele G groups</td>\n",
-       "      <td>016db43b75c33740824cbd336c614b4548a1c6c1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/016db43b75c33740824cbd336c614b4548a1c6c1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/3f99d6172ea3777ef27af719d2dda40dcecf1b56</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3f99d6172ea3777ef27af719d2dda40dcecf1b56</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3f99d6172ea3777ef27af719d2dda40dcecf1b56</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3f99d6172ea3777ef27af719d2dda40dcecf1b56/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>e65254b19ff0d017fd349d9678d4c8233670c707</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e65254b19ff0d017fd349d9678d4c8233670c707</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e65254b19ff0d017fd349d9678d4c8233670c707</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>44</th>\n",
-       "      <td>025e835ee28d08dfb6e1f0f16a6118800d72be6b</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDI1ZTgzNWVlMjhkMDhkZmI2ZTFmMGYxNmE2MTE4ODAwZDcyYmU2Yg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-12-11T11:30:23Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2014-12-11T11:30:23Z</td>\n",
-       "      <td>Addition of CWD element</td>\n",
-       "      <td>6e550af15b619362c7bafd51d59e2576313f7e69</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/6e550af15b619362c7bafd51d59e2576313f7e69</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/025e835ee28d08dfb6e1f0f16a6118800d72be6b</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/025e835ee28d08dfb6e1f0f16a6118800d72be6b</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/025e835ee28d08dfb6e1f0f16a6118800d72be6b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/025e835ee28d08dfb6e1f0f16a6118800d72be6b/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>3f99d6172ea3777ef27af719d2dda40dcecf1b56</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3f99d6172ea3777ef27af719d2dda40dcecf1b56</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3f99d6172ea3777ef27af719d2dda40dcecf1b56</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>45</th>\n",
-       "      <td>a77291dc50f529de813a08cdefbbc0986e9af618</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YTc3MjkxZGM1MGY1MjlkZTgxM2EwOGNkZWZiYmMwOTg2ZTlhZjYxOA==</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-01-17T12:04:07Z</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-01-17T12:04:07Z</td>\n",
-       "      <td>Release 3.19.0\\n\\nUpdates for Release 3.19.0 of the IMGT/HLA Database</td>\n",
-       "      <td>cf0b33374d7764e1c76dbc872e86b706c910e66f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/cf0b33374d7764e1c76dbc872e86b706c910e66f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/a77291dc50f529de813a08cdefbbc0986e9af618</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a77291dc50f529de813a08cdefbbc0986e9af618</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a77291dc50f529de813a08cdefbbc0986e9af618</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a77291dc50f529de813a08cdefbbc0986e9af618/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>3f99d6172ea3777ef27af719d2dda40dcecf1b56</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3f99d6172ea3777ef27af719d2dda40dcecf1b56</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3f99d6172ea3777ef27af719d2dda40dcecf1b56</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>46</th>\n",
-       "      <td>189bf8edeb7bc2bdd2aeabf6ea9a35f2a34b6fac</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MTg5YmY4ZWRlYjdiYzJiZGQyYWVhYmY2ZWE5YTM1ZjJhMzRiNmZhYw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-01-19T10:28:09Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-01-19T10:28:09Z</td>\n",
-       "      <td>Merge pull request #11 from jrob119/3.19.0\\n\\nRelease 3.19.0</td>\n",
-       "      <td>cf0b33374d7764e1c76dbc872e86b706c910e66f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/cf0b33374d7764e1c76dbc872e86b706c910e66f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/189bf8edeb7bc2bdd2aeabf6ea9a35f2a34b6fac</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/189bf8edeb7bc2bdd2aeabf6ea9a35f2a34b6fac</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/189bf8edeb7bc2bdd2aeabf6ea9a35f2a34b6fac</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/189bf8edeb7bc2bdd2aeabf6ea9a35f2a34b6fac/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>3f99d6172ea3777ef27af719d2dda40dcecf1b56</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3f99d6172ea3777ef27af719d2dda40dcecf1b56</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3f99d6172ea3777ef27af719d2dda40dcecf1b56</td>\n",
-       "      <td>a77291dc50f529de813a08cdefbbc0986e9af618</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a77291dc50f529de813a08cdefbbc0986e9af618</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a77291dc50f529de813a08cdefbbc0986e9af618</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>47</th>\n",
-       "      <td>4567906453bee9982446cd027786eecf829ef2b7</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NDU2NzkwNjQ1M2JlZTk5ODI0NDZjZDAyNzc4NmVlY2Y4MjllZjJiNw==</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-01-19T11:57:41Z</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-01-19T11:57:41Z</td>\n",
-       "      <td>Release 3.19.0</td>\n",
-       "      <td>7ae4da723c778ecfa3b36f9ecd18b8dd7881537e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/7ae4da723c778ecfa3b36f9ecd18b8dd7881537e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/4567906453bee9982446cd027786eecf829ef2b7</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4567906453bee9982446cd027786eecf829ef2b7</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4567906453bee9982446cd027786eecf829ef2b7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4567906453bee9982446cd027786eecf829ef2b7/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>a77291dc50f529de813a08cdefbbc0986e9af618</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a77291dc50f529de813a08cdefbbc0986e9af618</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a77291dc50f529de813a08cdefbbc0986e9af618</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>48</th>\n",
-       "      <td>e58668988a36089ba7e486c143bb73a387deae47</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZTU4NjY4OTg4YTM2MDg5YmE3ZTQ4NmMxNDNiYjczYTM4N2RlYWU0Nw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-01-19T11:58:44Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-01-19T11:58:44Z</td>\n",
-       "      <td>Merge pull request #12 from jrob119/3190\\n\\nRelease 3.19.0</td>\n",
-       "      <td>7ae4da723c778ecfa3b36f9ecd18b8dd7881537e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/7ae4da723c778ecfa3b36f9ecd18b8dd7881537e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/e58668988a36089ba7e486c143bb73a387deae47</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e58668988a36089ba7e486c143bb73a387deae47</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e58668988a36089ba7e486c143bb73a387deae47</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e58668988a36089ba7e486c143bb73a387deae47/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>189bf8edeb7bc2bdd2aeabf6ea9a35f2a34b6fac</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/189bf8edeb7bc2bdd2aeabf6ea9a35f2a34b6fac</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/189bf8edeb7bc2bdd2aeabf6ea9a35f2a34b6fac</td>\n",
-       "      <td>4567906453bee9982446cd027786eecf829ef2b7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4567906453bee9982446cd027786eecf829ef2b7</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4567906453bee9982446cd027786eecf829ef2b7</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>49</th>\n",
-       "      <td>757c50c62877fd1dc6f9b3b8e5d147c38687be5e</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NzU3YzUwYzYyODc3ZmQxZGM2ZjliM2I4ZTVkMTQ3YzM4Njg3YmU1ZQ==</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-01-19T12:11:47Z</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-01-19T12:11:47Z</td>\n",
-       "      <td>Release 3.19.0</td>\n",
-       "      <td>8460689215732c8c268acc60dfdd6f4e76997bde</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/8460689215732c8c268acc60dfdd6f4e76997bde</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/757c50c62877fd1dc6f9b3b8e5d147c38687be5e</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/757c50c62877fd1dc6f9b3b8e5d147c38687be5e</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/757c50c62877fd1dc6f9b3b8e5d147c38687be5e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/757c50c62877fd1dc6f9b3b8e5d147c38687be5e/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>4567906453bee9982446cd027786eecf829ef2b7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4567906453bee9982446cd027786eecf829ef2b7</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4567906453bee9982446cd027786eecf829ef2b7</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>50</th>\n",
-       "      <td>8d4aeace94c22b512f77425cfd93c73a1f8dc199</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OGQ0YWVhY2U5NGMyMmI1MTJmNzc0MjVjZmQ5M2M3M2ExZjhkYzE5OQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-01-19T12:15:23Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-01-19T12:15:23Z</td>\n",
-       "      <td>Merge pull request #13 from jrob119/3190\\n\\nRelease 3.19.0</td>\n",
-       "      <td>8460689215732c8c268acc60dfdd6f4e76997bde</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/8460689215732c8c268acc60dfdd6f4e76997bde</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/8d4aeace94c22b512f77425cfd93c73a1f8dc199</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8d4aeace94c22b512f77425cfd93c73a1f8dc199</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8d4aeace94c22b512f77425cfd93c73a1f8dc199</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8d4aeace94c22b512f77425cfd93c73a1f8dc199/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>e58668988a36089ba7e486c143bb73a387deae47</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e58668988a36089ba7e486c143bb73a387deae47</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e58668988a36089ba7e486c143bb73a387deae47</td>\n",
-       "      <td>757c50c62877fd1dc6f9b3b8e5d147c38687be5e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/757c50c62877fd1dc6f9b3b8e5d147c38687be5e</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/757c50c62877fd1dc6f9b3b8e5d147c38687be5e</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>51</th>\n",
-       "      <td>0955750fc82de4cf23b6c1d4cef9030190335f39</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDk1NTc1MGZjODJkZTRjZjIzYjZjMWQ0Y2VmOTAzMDE5MDMzNWYzOQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-01-22T09:56:07Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-01-22T09:56:07Z</td>\n",
-       "      <td>Update for Release 3.19.0</td>\n",
-       "      <td>7eeb1b7a80023e55246cedc91300648ffbd16d8f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/7eeb1b7a80023e55246cedc91300648ffbd16d8f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/0955750fc82de4cf23b6c1d4cef9030190335f39</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0955750fc82de4cf23b6c1d4cef9030190335f39</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0955750fc82de4cf23b6c1d4cef9030190335f39</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0955750fc82de4cf23b6c1d4cef9030190335f39/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>757c50c62877fd1dc6f9b3b8e5d147c38687be5e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/757c50c62877fd1dc6f9b3b8e5d147c38687be5e</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/757c50c62877fd1dc6f9b3b8e5d147c38687be5e</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>52</th>\n",
-       "      <td>4f904b51a3ad844ab77d01625129093de37975be</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NGY5MDRiNTFhM2FkODQ0YWI3N2QwMTYyNTEyOTA5M2RlMzc5NzViZQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-01-22T09:56:54Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-01-22T09:56:54Z</td>\n",
-       "      <td>Merge pull request #14 from jrob119/3190\\n\\nUpdate for Release 3.19.0</td>\n",
-       "      <td>7eeb1b7a80023e55246cedc91300648ffbd16d8f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/7eeb1b7a80023e55246cedc91300648ffbd16d8f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/4f904b51a3ad844ab77d01625129093de37975be</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4f904b51a3ad844ab77d01625129093de37975be</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4f904b51a3ad844ab77d01625129093de37975be</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4f904b51a3ad844ab77d01625129093de37975be/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>8d4aeace94c22b512f77425cfd93c73a1f8dc199</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8d4aeace94c22b512f77425cfd93c73a1f8dc199</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8d4aeace94c22b512f77425cfd93c73a1f8dc199</td>\n",
-       "      <td>0955750fc82de4cf23b6c1d4cef9030190335f39</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0955750fc82de4cf23b6c1d4cef9030190335f39</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0955750fc82de4cf23b6c1d4cef9030190335f39</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>53</th>\n",
-       "      <td>e5d86aedd655d9cc9e08b3c2fd408d57dccbde9c</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZTVkODZhZWRkNjU1ZDljYzllMDhiM2MyZmQ0MDhkNTdkY2NiZGU5Yw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-01-27T10:21:58Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-01-27T10:21:58Z</td>\n",
-       "      <td>Release 3.19.0 Update</td>\n",
-       "      <td>7ae8b6cc7dbe9dbfd6f85cec0ea573b244569847</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/7ae8b6cc7dbe9dbfd6f85cec0ea573b244569847</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/e5d86aedd655d9cc9e08b3c2fd408d57dccbde9c</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e5d86aedd655d9cc9e08b3c2fd408d57dccbde9c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e5d86aedd655d9cc9e08b3c2fd408d57dccbde9c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e5d86aedd655d9cc9e08b3c2fd408d57dccbde9c/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>0955750fc82de4cf23b6c1d4cef9030190335f39</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0955750fc82de4cf23b6c1d4cef9030190335f39</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0955750fc82de4cf23b6c1d4cef9030190335f39</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>54</th>\n",
-       "      <td>5d5783479260ee516f3d37476682fff5139128b9</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NWQ1NzgzNDc5MjYwZWU1MTZmM2QzNzQ3NjY4MmZmZjUxMzkxMjhiOQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-01-27T10:22:26Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-01-27T10:22:26Z</td>\n",
-       "      <td>Merge pull request #15 from jrob119/3190\\n\\nRelease 3.19.0 Update</td>\n",
-       "      <td>7ae8b6cc7dbe9dbfd6f85cec0ea573b244569847</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/7ae8b6cc7dbe9dbfd6f85cec0ea573b244569847</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/5d5783479260ee516f3d37476682fff5139128b9</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5d5783479260ee516f3d37476682fff5139128b9</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5d5783479260ee516f3d37476682fff5139128b9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5d5783479260ee516f3d37476682fff5139128b9/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>4f904b51a3ad844ab77d01625129093de37975be</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4f904b51a3ad844ab77d01625129093de37975be</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4f904b51a3ad844ab77d01625129093de37975be</td>\n",
-       "      <td>e5d86aedd655d9cc9e08b3c2fd408d57dccbde9c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e5d86aedd655d9cc9e08b3c2fd408d57dccbde9c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e5d86aedd655d9cc9e08b3c2fd408d57dccbde9c</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>55</th>\n",
-       "      <td>3a4e2d96d7e8fdb78d4174580420d58e31956406</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6M2E0ZTJkOTZkN2U4ZmRiNzhkNDE3NDU4MDQyMGQ1OGUzMTk1NjQwNg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-01-29T14:02:30Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-01-29T14:02:30Z</td>\n",
-       "      <td>Release 3.19.0 - XML patch\\n\\nCorrection to encoding of single base pair exons in Class II</td>\n",
-       "      <td>a5e56b675c5532706bb1ac61465f1c97852cb0e4</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/a5e56b675c5532706bb1ac61465f1c97852cb0e4</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/3a4e2d96d7e8fdb78d4174580420d58e31956406</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3a4e2d96d7e8fdb78d4174580420d58e31956406</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3a4e2d96d7e8fdb78d4174580420d58e31956406</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3a4e2d96d7e8fdb78d4174580420d58e31956406/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>e5d86aedd655d9cc9e08b3c2fd408d57dccbde9c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e5d86aedd655d9cc9e08b3c2fd408d57dccbde9c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e5d86aedd655d9cc9e08b3c2fd408d57dccbde9c</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>56</th>\n",
-       "      <td>e1cc17686f8b48d470603b2059d7dea413d18cbe</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZTFjYzE3Njg2ZjhiNDhkNDcwNjAzYjIwNTlkN2RlYTQxM2QxOGNiZQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-01-29T14:04:42Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-01-29T14:04:42Z</td>\n",
-       "      <td>Merge pull request #16 from jrob119/3190\\n\\nRelease 3.19.0 - XML patch</td>\n",
-       "      <td>a5e56b675c5532706bb1ac61465f1c97852cb0e4</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/a5e56b675c5532706bb1ac61465f1c97852cb0e4</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/e1cc17686f8b48d470603b2059d7dea413d18cbe</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e1cc17686f8b48d470603b2059d7dea413d18cbe</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e1cc17686f8b48d470603b2059d7dea413d18cbe</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e1cc17686f8b48d470603b2059d7dea413d18cbe/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>5d5783479260ee516f3d37476682fff5139128b9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5d5783479260ee516f3d37476682fff5139128b9</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5d5783479260ee516f3d37476682fff5139128b9</td>\n",
-       "      <td>3a4e2d96d7e8fdb78d4174580420d58e31956406</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3a4e2d96d7e8fdb78d4174580420d58e31956406</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3a4e2d96d7e8fdb78d4174580420d58e31956406</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>57</th>\n",
-       "      <td>6fa96efcee41d829c147cef7dbe71ccbd3650f80</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NmZhOTZlZmNlZTQxZDgyOWMxNDdjZWY3ZGJlNzFjY2JkMzY1MGY4MA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-02-12T14:49:21Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-02-12T14:49:21Z</td>\n",
-       "      <td>Correction to length of aberrant splice site</td>\n",
-       "      <td>709f29b1a018b11e7e99548aef67fe734ee35a67</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/709f29b1a018b11e7e99548aef67fe734ee35a67</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/6fa96efcee41d829c147cef7dbe71ccbd3650f80</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6fa96efcee41d829c147cef7dbe71ccbd3650f80</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6fa96efcee41d829c147cef7dbe71ccbd3650f80</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6fa96efcee41d829c147cef7dbe71ccbd3650f80/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>3a4e2d96d7e8fdb78d4174580420d58e31956406</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3a4e2d96d7e8fdb78d4174580420d58e31956406</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3a4e2d96d7e8fdb78d4174580420d58e31956406</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>58</th>\n",
-       "      <td>09ed08b9abcd97622d59ec37e31b4706dc9a9391</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDllZDA4YjlhYmNkOTc2MjJkNTllYzM3ZTMxYjQ3MDZkYzlhOTM5MQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-02-12T14:51:10Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-02-12T14:51:10Z</td>\n",
-       "      <td>Merge pull request #17 from jrob119/3190\\n\\nCorrection to length of aberrant splice site</td>\n",
-       "      <td>709f29b1a018b11e7e99548aef67fe734ee35a67</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/709f29b1a018b11e7e99548aef67fe734ee35a67</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/09ed08b9abcd97622d59ec37e31b4706dc9a9391</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/09ed08b9abcd97622d59ec37e31b4706dc9a9391</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/09ed08b9abcd97622d59ec37e31b4706dc9a9391</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/09ed08b9abcd97622d59ec37e31b4706dc9a9391/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>e1cc17686f8b48d470603b2059d7dea413d18cbe</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e1cc17686f8b48d470603b2059d7dea413d18cbe</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e1cc17686f8b48d470603b2059d7dea413d18cbe</td>\n",
-       "      <td>6fa96efcee41d829c147cef7dbe71ccbd3650f80</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6fa96efcee41d829c147cef7dbe71ccbd3650f80</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6fa96efcee41d829c147cef7dbe71ccbd3650f80</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>59</th>\n",
-       "      <td>8d8242f5358bb6c7bea2f98311887f49a4d006ef</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OGQ4MjQyZjUzNThiYjZjN2JlYTJmOTgzMTE4ODdmNDlhNGQwMDZlZg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-02-26T10:08:05Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-02-26T10:08:05Z</td>\n",
-       "      <td>Merge pull request #18 from jrob119/3190\\n\\nB*15:302N exon 2 and 3 coordinates corrected</td>\n",
-       "      <td>7802093bfd41adb1fc57b2209725903d805646ca</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/7802093bfd41adb1fc57b2209725903d805646ca</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/8d8242f5358bb6c7bea2f98311887f49a4d006ef</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8d8242f5358bb6c7bea2f98311887f49a4d006ef</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8d8242f5358bb6c7bea2f98311887f49a4d006ef</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8d8242f5358bb6c7bea2f98311887f49a4d006ef/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>09ed08b9abcd97622d59ec37e31b4706dc9a9391</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/09ed08b9abcd97622d59ec37e31b4706dc9a9391</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/09ed08b9abcd97622d59ec37e31b4706dc9a9391</td>\n",
-       "      <td>0e0482b4cc5fd3f7757f479284c27a940ea1f3d7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0e0482b4cc5fd3f7757f479284c27a940ea1f3d7</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0e0482b4cc5fd3f7757f479284c27a940ea1f3d7</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>60</th>\n",
-       "      <td>0e0482b4cc5fd3f7757f479284c27a940ea1f3d7</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MGUwNDgyYjRjYzVmZDNmNzc1N2Y0NzkyODRjMjdhOTQwZWExZjNkNw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-02-26T10:09:36Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-02-26T10:09:36Z</td>\n",
-       "      <td>B*15:302N exon 2 and 3 coordinates corrected</td>\n",
-       "      <td>7802093bfd41adb1fc57b2209725903d805646ca</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/7802093bfd41adb1fc57b2209725903d805646ca</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/0e0482b4cc5fd3f7757f479284c27a940ea1f3d7</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0e0482b4cc5fd3f7757f479284c27a940ea1f3d7</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0e0482b4cc5fd3f7757f479284c27a940ea1f3d7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0e0482b4cc5fd3f7757f479284c27a940ea1f3d7/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>6fa96efcee41d829c147cef7dbe71ccbd3650f80</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6fa96efcee41d829c147cef7dbe71ccbd3650f80</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6fa96efcee41d829c147cef7dbe71ccbd3650f80</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>61</th>\n",
-       "      <td>8ffb7a63b0f265452e5dc0237bfbe0ce3aed14c7</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OGZmYjdhNjNiMGYyNjU0NTJlNWRjMDIzN2JmYmUwY2UzYWVkMTRjNw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-04-16T09:05:11Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-04-16T09:05:11Z</td>\n",
-       "      <td>Release 3.20.0</td>\n",
-       "      <td>6181a160faf9f95f77c16e59534cc2e4f03927ac</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/6181a160faf9f95f77c16e59534cc2e4f03927ac</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/8ffb7a63b0f265452e5dc0237bfbe0ce3aed14c7</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8ffb7a63b0f265452e5dc0237bfbe0ce3aed14c7</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8ffb7a63b0f265452e5dc0237bfbe0ce3aed14c7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8ffb7a63b0f265452e5dc0237bfbe0ce3aed14c7/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>0e0482b4cc5fd3f7757f479284c27a940ea1f3d7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0e0482b4cc5fd3f7757f479284c27a940ea1f3d7</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0e0482b4cc5fd3f7757f479284c27a940ea1f3d7</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>62</th>\n",
-       "      <td>77df60df8a34b0a0c2c8910513370df53feec03c</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NzdkZjYwZGY4YTM0YjBhMGMyYzg5MTA1MTMzNzBkZjUzZmVlYzAzYw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-04-16T09:08:02Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-04-16T09:08:02Z</td>\n",
-       "      <td>Merge pull request #19 from jrob119/3200\\n\\nRelease 3.20.0</td>\n",
-       "      <td>6181a160faf9f95f77c16e59534cc2e4f03927ac</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/6181a160faf9f95f77c16e59534cc2e4f03927ac</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/77df60df8a34b0a0c2c8910513370df53feec03c</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/77df60df8a34b0a0c2c8910513370df53feec03c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/77df60df8a34b0a0c2c8910513370df53feec03c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/77df60df8a34b0a0c2c8910513370df53feec03c/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>8d8242f5358bb6c7bea2f98311887f49a4d006ef</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8d8242f5358bb6c7bea2f98311887f49a4d006ef</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8d8242f5358bb6c7bea2f98311887f49a4d006ef</td>\n",
-       "      <td>8ffb7a63b0f265452e5dc0237bfbe0ce3aed14c7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8ffb7a63b0f265452e5dc0237bfbe0ce3aed14c7</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8ffb7a63b0f265452e5dc0237bfbe0ce3aed14c7</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>63</th>\n",
-       "      <td>a1e2cf2f22d2d4b1ee12358a06772756ceb535a6</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YTFlMmNmMmYyMmQyZDRiMWVlMTIzNThhMDY3NzI3NTZjZWI1MzVhNg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-04-16T09:55:20Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-04-16T09:55:20Z</td>\n",
-       "      <td>Release 3.20.0</td>\n",
-       "      <td>26f105dcc9975955796a34e1de4be83d97cbe752</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/26f105dcc9975955796a34e1de4be83d97cbe752</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/a1e2cf2f22d2d4b1ee12358a06772756ceb535a6</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a1e2cf2f22d2d4b1ee12358a06772756ceb535a6</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a1e2cf2f22d2d4b1ee12358a06772756ceb535a6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a1e2cf2f22d2d4b1ee12358a06772756ceb535a6/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>8ffb7a63b0f265452e5dc0237bfbe0ce3aed14c7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8ffb7a63b0f265452e5dc0237bfbe0ce3aed14c7</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8ffb7a63b0f265452e5dc0237bfbe0ce3aed14c7</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>64</th>\n",
-       "      <td>05c2b659561c531c577cd0c1959ef32c74e58ad5</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDVjMmI2NTk1NjFjNTMxYzU3N2NkMGMxOTU5ZWYzMmM3NGU1OGFkNQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-04-16T09:56:18Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-04-16T09:56:18Z</td>\n",
-       "      <td>Merge pull request #20 from jrob119/3200\\n\\nRelease 3.20.0</td>\n",
-       "      <td>26f105dcc9975955796a34e1de4be83d97cbe752</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/26f105dcc9975955796a34e1de4be83d97cbe752</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/05c2b659561c531c577cd0c1959ef32c74e58ad5</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/05c2b659561c531c577cd0c1959ef32c74e58ad5</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/05c2b659561c531c577cd0c1959ef32c74e58ad5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/05c2b659561c531c577cd0c1959ef32c74e58ad5/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>77df60df8a34b0a0c2c8910513370df53feec03c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/77df60df8a34b0a0c2c8910513370df53feec03c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/77df60df8a34b0a0c2c8910513370df53feec03c</td>\n",
-       "      <td>a1e2cf2f22d2d4b1ee12358a06772756ceb535a6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a1e2cf2f22d2d4b1ee12358a06772756ceb535a6</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a1e2cf2f22d2d4b1ee12358a06772756ceb535a6</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>65</th>\n",
-       "      <td>d2d5c25c6d50ad76246eaf38b5610b08a0b2e388</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZDJkNWMyNWM2ZDUwYWQ3NjI0NmVhZjM4YjU2MTBiMDhhMGIyZTM4OA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-04-16T10:24:54Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-04-16T10:24:54Z</td>\n",
-       "      <td>Release 3.20.0</td>\n",
-       "      <td>e6aa58d1c5cfb3cb2759ff191da1c76c656708a6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/e6aa58d1c5cfb3cb2759ff191da1c76c656708a6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/d2d5c25c6d50ad76246eaf38b5610b08a0b2e388</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d2d5c25c6d50ad76246eaf38b5610b08a0b2e388</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d2d5c25c6d50ad76246eaf38b5610b08a0b2e388</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d2d5c25c6d50ad76246eaf38b5610b08a0b2e388/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>a1e2cf2f22d2d4b1ee12358a06772756ceb535a6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a1e2cf2f22d2d4b1ee12358a06772756ceb535a6</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a1e2cf2f22d2d4b1ee12358a06772756ceb535a6</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>66</th>\n",
-       "      <td>a7f09d915f8a526b44485c7c56d82e278e930948</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YTdmMDlkOTE1ZjhhNTI2YjQ0NDg1YzdjNTZkODJlMjc4ZTkzMDk0OA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-04-16T10:25:29Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-04-16T10:25:29Z</td>\n",
-       "      <td>Merge pull request #21 from jrob119/3200\\n\\nRelease 3.20.0</td>\n",
-       "      <td>e6aa58d1c5cfb3cb2759ff191da1c76c656708a6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/e6aa58d1c5cfb3cb2759ff191da1c76c656708a6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/a7f09d915f8a526b44485c7c56d82e278e930948</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a7f09d915f8a526b44485c7c56d82e278e930948</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a7f09d915f8a526b44485c7c56d82e278e930948</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a7f09d915f8a526b44485c7c56d82e278e930948/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>05c2b659561c531c577cd0c1959ef32c74e58ad5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/05c2b659561c531c577cd0c1959ef32c74e58ad5</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/05c2b659561c531c577cd0c1959ef32c74e58ad5</td>\n",
-       "      <td>d2d5c25c6d50ad76246eaf38b5610b08a0b2e388</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d2d5c25c6d50ad76246eaf38b5610b08a0b2e388</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d2d5c25c6d50ad76246eaf38b5610b08a0b2e388</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>67</th>\n",
-       "      <td>d56d72ffead3781d6c84de4c0b360f010d8e0d06</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZDU2ZDcyZmZlYWQzNzgxZDZjODRkZTRjMGIzNjBmMDEwZDhlMGQwNg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-04-16T10:27:11Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-04-16T10:27:11Z</td>\n",
-       "      <td>Delete Alignments Rel_3190.zip</td>\n",
-       "      <td>1435359ccbed2b34f625ea29d76f3f095eaf92b5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/1435359ccbed2b34f625ea29d76f3f095eaf92b5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/d56d72ffead3781d6c84de4c0b360f010d8e0d06</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d56d72ffead3781d6c84de4c0b360f010d8e0d06</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d56d72ffead3781d6c84de4c0b360f010d8e0d06</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d56d72ffead3781d6c84de4c0b360f010d8e0d06/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>a7f09d915f8a526b44485c7c56d82e278e930948</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a7f09d915f8a526b44485c7c56d82e278e930948</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a7f09d915f8a526b44485c7c56d82e278e930948</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>68</th>\n",
-       "      <td>bd24869bb2b00401066586a54c3c9059a9261801</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YmQyNDg2OWJiMmIwMDQwMTA2NjU4NmE1NGMzYzkwNTlhOTI2MTgwMQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-04-16T10:27:23Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-04-16T10:27:23Z</td>\n",
-       "      <td>Delete Alignments Rel_3190.zip</td>\n",
-       "      <td>1435359ccbed2b34f625ea29d76f3f095eaf92b5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/1435359ccbed2b34f625ea29d76f3f095eaf92b5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/bd24869bb2b00401066586a54c3c9059a9261801</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bd24869bb2b00401066586a54c3c9059a9261801</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/bd24869bb2b00401066586a54c3c9059a9261801</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bd24869bb2b00401066586a54c3c9059a9261801/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>d2d5c25c6d50ad76246eaf38b5610b08a0b2e388</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d2d5c25c6d50ad76246eaf38b5610b08a0b2e388</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d2d5c25c6d50ad76246eaf38b5610b08a0b2e388</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>69</th>\n",
-       "      <td>2e48e6b4d03a527cc1d49ceee753a274618f95a5</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MmU0OGU2YjRkMDNhNTI3Y2MxZDQ5Y2VlZTc1M2EyNzQ2MThmOTVhNQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-04-16T11:31:19Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-04-16T11:36:35Z</td>\n",
-       "      <td>Release 3.20.0</td>\n",
-       "      <td>98f091d988c419d6a17b793032043ff9e9c94610</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/98f091d988c419d6a17b793032043ff9e9c94610</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/2e48e6b4d03a527cc1d49ceee753a274618f95a5</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2e48e6b4d03a527cc1d49ceee753a274618f95a5</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2e48e6b4d03a527cc1d49ceee753a274618f95a5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2e48e6b4d03a527cc1d49ceee753a274618f95a5/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>bd24869bb2b00401066586a54c3c9059a9261801</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bd24869bb2b00401066586a54c3c9059a9261801</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/bd24869bb2b00401066586a54c3c9059a9261801</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>70</th>\n",
-       "      <td>6b3074777693f615855355efc92ba5eaa5fd18c9</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NmIzMDc0Nzc3NjkzZjYxNTg1NTM1NWVmYzkyYmE1ZWFhNWZkMThjOQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-04-16T11:38:04Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-04-16T11:38:04Z</td>\n",
-       "      <td>Merge pull request #22 from jrob119/3200\\n\\n3200</td>\n",
-       "      <td>98f091d988c419d6a17b793032043ff9e9c94610</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/98f091d988c419d6a17b793032043ff9e9c94610</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/6b3074777693f615855355efc92ba5eaa5fd18c9</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6b3074777693f615855355efc92ba5eaa5fd18c9</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6b3074777693f615855355efc92ba5eaa5fd18c9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6b3074777693f615855355efc92ba5eaa5fd18c9/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>d56d72ffead3781d6c84de4c0b360f010d8e0d06</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d56d72ffead3781d6c84de4c0b360f010d8e0d06</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d56d72ffead3781d6c84de4c0b360f010d8e0d06</td>\n",
-       "      <td>2e48e6b4d03a527cc1d49ceee753a274618f95a5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2e48e6b4d03a527cc1d49ceee753a274618f95a5</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2e48e6b4d03a527cc1d49ceee753a274618f95a5</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>71</th>\n",
-       "      <td>ee9ddf9a670467af09b17bd2ca0ef37e7b3cc0e4</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZWU5ZGRmOWE2NzA0NjdhZjA5YjE3YmQyY2EwZWYzN2U3YjNjYzBlNA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-04-17T08:26:00Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-04-17T08:26:00Z</td>\n",
-       "      <td>Release 3.20.0 Patch\\n\\nInclusion of DRB5*01:15 sequence and formatting issues</td>\n",
-       "      <td>5ce67ed8dff360ed548786d5d05c9b39bd96282f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/5ce67ed8dff360ed548786d5d05c9b39bd96282f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ee9ddf9a670467af09b17bd2ca0ef37e7b3cc0e4</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ee9ddf9a670467af09b17bd2ca0ef37e7b3cc0e4</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ee9ddf9a670467af09b17bd2ca0ef37e7b3cc0e4</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ee9ddf9a670467af09b17bd2ca0ef37e7b3cc0e4/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>2e48e6b4d03a527cc1d49ceee753a274618f95a5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2e48e6b4d03a527cc1d49ceee753a274618f95a5</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2e48e6b4d03a527cc1d49ceee753a274618f95a5</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>72</th>\n",
-       "      <td>f3064a7fac0c4fce7311fd1f814b2a2026809b93</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZjMwNjRhN2ZhYzBjNGZjZTczMTFmZDFmODE0YjJhMjAyNjgwOWI5Mw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-04-17T08:26:23Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-04-17T08:26:23Z</td>\n",
-       "      <td>Merge pull request #23 from jrob119/3200\\n\\nRelease 3.20.0 Patch</td>\n",
-       "      <td>5ce67ed8dff360ed548786d5d05c9b39bd96282f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/5ce67ed8dff360ed548786d5d05c9b39bd96282f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/f3064a7fac0c4fce7311fd1f814b2a2026809b93</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f3064a7fac0c4fce7311fd1f814b2a2026809b93</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f3064a7fac0c4fce7311fd1f814b2a2026809b93</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f3064a7fac0c4fce7311fd1f814b2a2026809b93/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>6b3074777693f615855355efc92ba5eaa5fd18c9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6b3074777693f615855355efc92ba5eaa5fd18c9</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6b3074777693f615855355efc92ba5eaa5fd18c9</td>\n",
-       "      <td>ee9ddf9a670467af09b17bd2ca0ef37e7b3cc0e4</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ee9ddf9a670467af09b17bd2ca0ef37e7b3cc0e4</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ee9ddf9a670467af09b17bd2ca0ef37e7b3cc0e4</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>73</th>\n",
-       "      <td>4e50cded5c4e45a577b1cb229eb3ed3461093839</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NGU1MGNkZWQ1YzRlNDVhNTc3YjFjYjIyOWViM2VkMzQ2MTA5MzgzOQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-04-23T08:59:20Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-04-23T08:59:20Z</td>\n",
-       "      <td>Release 3.20.0\\n\\nInclusion of genomic sequences in hla.dat and XML files.</td>\n",
-       "      <td>dcacd4892d228510c168b4fa888a91d6a986b67c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/dcacd4892d228510c168b4fa888a91d6a986b67c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/4e50cded5c4e45a577b1cb229eb3ed3461093839</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4e50cded5c4e45a577b1cb229eb3ed3461093839</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4e50cded5c4e45a577b1cb229eb3ed3461093839</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4e50cded5c4e45a577b1cb229eb3ed3461093839/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>ee9ddf9a670467af09b17bd2ca0ef37e7b3cc0e4</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ee9ddf9a670467af09b17bd2ca0ef37e7b3cc0e4</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ee9ddf9a670467af09b17bd2ca0ef37e7b3cc0e4</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>74</th>\n",
-       "      <td>a2390433650e43a1df673dbc03745703c266d6be</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YTIzOTA0MzM2NTBlNDNhMWRmNjczZGJjMDM3NDU3MDNjMjY2ZDZiZQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-04-23T08:59:43Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-04-23T08:59:43Z</td>\n",
-       "      <td>Merge pull request #24 from jrob119/3200\\n\\nRelease 3.20.0</td>\n",
-       "      <td>dcacd4892d228510c168b4fa888a91d6a986b67c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/dcacd4892d228510c168b4fa888a91d6a986b67c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/a2390433650e43a1df673dbc03745703c266d6be</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a2390433650e43a1df673dbc03745703c266d6be</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a2390433650e43a1df673dbc03745703c266d6be</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a2390433650e43a1df673dbc03745703c266d6be/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>f3064a7fac0c4fce7311fd1f814b2a2026809b93</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f3064a7fac0c4fce7311fd1f814b2a2026809b93</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f3064a7fac0c4fce7311fd1f814b2a2026809b93</td>\n",
-       "      <td>4e50cded5c4e45a577b1cb229eb3ed3461093839</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4e50cded5c4e45a577b1cb229eb3ed3461093839</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4e50cded5c4e45a577b1cb229eb3ed3461093839</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>75</th>\n",
-       "      <td>18fb9dc249237ad5cb0043fabc1519a11cd60604</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MThmYjlkYzI0OTIzN2FkNWNiMDA0M2ZhYmMxNTE5YTExY2Q2MDYwNA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-01T11:53:33Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-01T11:53:33Z</td>\n",
-       "      <td>Update to information for Release 3.10.0\\n\\nCorrection to information for Release 3.10.0</td>\n",
-       "      <td>d1d0cbd209899025fa35623d718a9d0867f4f76b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/d1d0cbd209899025fa35623d718a9d0867f4f76b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/18fb9dc249237ad5cb0043fabc1519a11cd60604</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/18fb9dc249237ad5cb0043fabc1519a11cd60604</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/18fb9dc249237ad5cb0043fabc1519a11cd60604</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/18fb9dc249237ad5cb0043fabc1519a11cd60604/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>4e50cded5c4e45a577b1cb229eb3ed3461093839</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4e50cded5c4e45a577b1cb229eb3ed3461093839</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4e50cded5c4e45a577b1cb229eb3ed3461093839</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>76</th>\n",
-       "      <td>03bec554dde5de988a9b8834b2255b5c1fda2da9</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDNiZWM1NTRkZGU1ZGU5ODhhOWI4ODM0YjIyNTViNWMxZmRhMmRhOQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-01T11:56:10Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-01T11:56:10Z</td>\n",
-       "      <td>Merge pull request #25 from jrob119/3200\\n\\nUpdate to information for Release 3.10.0</td>\n",
-       "      <td>d1d0cbd209899025fa35623d718a9d0867f4f76b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/d1d0cbd209899025fa35623d718a9d0867f4f76b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/03bec554dde5de988a9b8834b2255b5c1fda2da9</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/03bec554dde5de988a9b8834b2255b5c1fda2da9</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/03bec554dde5de988a9b8834b2255b5c1fda2da9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/03bec554dde5de988a9b8834b2255b5c1fda2da9/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>a2390433650e43a1df673dbc03745703c266d6be</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a2390433650e43a1df673dbc03745703c266d6be</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a2390433650e43a1df673dbc03745703c266d6be</td>\n",
-       "      <td>18fb9dc249237ad5cb0043fabc1519a11cd60604</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/18fb9dc249237ad5cb0043fabc1519a11cd60604</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/18fb9dc249237ad5cb0043fabc1519a11cd60604</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>77</th>\n",
-       "      <td>c4d3f67ef7ef4b5f6571b4f1d4aa5b928d2a3d56</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YzRkM2Y2N2VmN2VmNGI1ZjY1NzFiNGYxZDRhYTViOTI4ZDJhM2Q1Ng==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T10:59:57Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T10:59:57Z</td>\n",
-       "      <td>Release 3.0.0 Files\\n\\nFiles for Release 3.0.0</td>\n",
-       "      <td>74417ea51780b7367dff7297ffd1e97d765a30b9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/74417ea51780b7367dff7297ffd1e97d765a30b9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/c4d3f67ef7ef4b5f6571b4f1d4aa5b928d2a3d56</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c4d3f67ef7ef4b5f6571b4f1d4aa5b928d2a3d56</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c4d3f67ef7ef4b5f6571b4f1d4aa5b928d2a3d56</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c4d3f67ef7ef4b5f6571b4f1d4aa5b928d2a3d56/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>18fb9dc249237ad5cb0043fabc1519a11cd60604</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/18fb9dc249237ad5cb0043fabc1519a11cd60604</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/18fb9dc249237ad5cb0043fabc1519a11cd60604</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>78</th>\n",
-       "      <td>8db938b1eb58dd8c77cba9b7524f84cf8ffe719c</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OGRiOTM4YjFlYjU4ZGQ4Yzc3Y2JhOWI3NTI0Zjg0Y2Y4ZmZlNzE5Yw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:00:29Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:00:29Z</td>\n",
-       "      <td>Release 3.0.0 Files\\n\\nRelease 3.0.0 Files</td>\n",
-       "      <td>99512f4763bdfa0b525761826e137aeb45859956</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/99512f4763bdfa0b525761826e137aeb45859956</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/8db938b1eb58dd8c77cba9b7524f84cf8ffe719c</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8db938b1eb58dd8c77cba9b7524f84cf8ffe719c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8db938b1eb58dd8c77cba9b7524f84cf8ffe719c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8db938b1eb58dd8c77cba9b7524f84cf8ffe719c/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>c4d3f67ef7ef4b5f6571b4f1d4aa5b928d2a3d56</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c4d3f67ef7ef4b5f6571b4f1d4aa5b928d2a3d56</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c4d3f67ef7ef4b5f6571b4f1d4aa5b928d2a3d56</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>79</th>\n",
-       "      <td>4730fe74e15427e2e909aa19212d537c389c9e18</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NDczMGZlNzRlMTU0MjdlMmU5MDlhYTE5MjEyZDUzN2MzODljOWUxOA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:04:23Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:04:23Z</td>\n",
-       "      <td>Release 3.1.0 Files\\n\\nRelease 3.1.0 Files</td>\n",
-       "      <td>f9963b6cfd57f82c5068295ca54f6e04f4bb0b22</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/f9963b6cfd57f82c5068295ca54f6e04f4bb0b22</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/4730fe74e15427e2e909aa19212d537c389c9e18</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4730fe74e15427e2e909aa19212d537c389c9e18</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4730fe74e15427e2e909aa19212d537c389c9e18</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4730fe74e15427e2e909aa19212d537c389c9e18/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>8db938b1eb58dd8c77cba9b7524f84cf8ffe719c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8db938b1eb58dd8c77cba9b7524f84cf8ffe719c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8db938b1eb58dd8c77cba9b7524f84cf8ffe719c</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>80</th>\n",
-       "      <td>42d79575c4f3d67f83a44a968eeb34ebe92085ad</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NDJkNzk1NzVjNGYzZDY3ZjgzYTQ0YTk2OGVlYjM0ZWJlOTIwODVhZA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:07:15Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:07:15Z</td>\n",
-       "      <td>Release 3.2.0 Files\\n\\nRelease 3.2.0 Files</td>\n",
-       "      <td>6317052ef288611fa2111156a369ab099f7c1aa7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/6317052ef288611fa2111156a369ab099f7c1aa7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/42d79575c4f3d67f83a44a968eeb34ebe92085ad</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/42d79575c4f3d67f83a44a968eeb34ebe92085ad</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/42d79575c4f3d67f83a44a968eeb34ebe92085ad</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/42d79575c4f3d67f83a44a968eeb34ebe92085ad/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>4730fe74e15427e2e909aa19212d537c389c9e18</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4730fe74e15427e2e909aa19212d537c389c9e18</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4730fe74e15427e2e909aa19212d537c389c9e18</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>81</th>\n",
-       "      <td>c1391b0a42b32da22b24d46b78c5ab1efe9b21e8</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YzEzOTFiMGE0MmIzMmRhMjJiMjRkNDZiNzhjNWFiMWVmZTliMjFlOA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:10:18Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:10:18Z</td>\n",
-       "      <td>Release 3.3.0 Files\\n\\nRelease 3.3.0 Files</td>\n",
-       "      <td>d353d22e1e815669f2a33ff7c80f9dceb2ac53b7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/d353d22e1e815669f2a33ff7c80f9dceb2ac53b7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/c1391b0a42b32da22b24d46b78c5ab1efe9b21e8</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c1391b0a42b32da22b24d46b78c5ab1efe9b21e8</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c1391b0a42b32da22b24d46b78c5ab1efe9b21e8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c1391b0a42b32da22b24d46b78c5ab1efe9b21e8/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>42d79575c4f3d67f83a44a968eeb34ebe92085ad</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/42d79575c4f3d67f83a44a968eeb34ebe92085ad</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/42d79575c4f3d67f83a44a968eeb34ebe92085ad</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>82</th>\n",
-       "      <td>e1c6124040a44d82aebf66fbeb86904c0e1457cb</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZTFjNjEyNDA0MGE0NGQ4MmFlYmY2NmZiZWI4NjkwNGMwZTE0NTdjYg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:19:14Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:19:14Z</td>\n",
-       "      <td>Release 3.4.0 Files\\n\\nRelease 3.4.0 Files</td>\n",
-       "      <td>6f86f8540a8d7088e414da0b518e26c65dc8185c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/6f86f8540a8d7088e414da0b518e26c65dc8185c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/e1c6124040a44d82aebf66fbeb86904c0e1457cb</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e1c6124040a44d82aebf66fbeb86904c0e1457cb</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e1c6124040a44d82aebf66fbeb86904c0e1457cb</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e1c6124040a44d82aebf66fbeb86904c0e1457cb/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>c1391b0a42b32da22b24d46b78c5ab1efe9b21e8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c1391b0a42b32da22b24d46b78c5ab1efe9b21e8</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c1391b0a42b32da22b24d46b78c5ab1efe9b21e8</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>83</th>\n",
-       "      <td>07313301b74c4c0bd95755b48de1e426eda70712</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDczMTMzMDFiNzRjNGMwYmQ5NTc1NWI0OGRlMWU0MjZlZGE3MDcxMg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:19:32Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:19:32Z</td>\n",
-       "      <td>Release 3.4.0 Files\\n\\nRelease 3.4.0 Files</td>\n",
-       "      <td>d4fbd4ebd52ea082904b91d6b1ad3aa3a973ea44</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/d4fbd4ebd52ea082904b91d6b1ad3aa3a973ea44</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/07313301b74c4c0bd95755b48de1e426eda70712</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/07313301b74c4c0bd95755b48de1e426eda70712</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/07313301b74c4c0bd95755b48de1e426eda70712</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/07313301b74c4c0bd95755b48de1e426eda70712/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>e1c6124040a44d82aebf66fbeb86904c0e1457cb</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e1c6124040a44d82aebf66fbeb86904c0e1457cb</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e1c6124040a44d82aebf66fbeb86904c0e1457cb</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>84</th>\n",
-       "      <td>2994c396f12803e8a850890c61f38dce385bad90</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Mjk5NGMzOTZmMTI4MDNlOGE4NTA4OTBjNjFmMzhkY2UzODViYWQ5MA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:21:41Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:21:41Z</td>\n",
-       "      <td>Release 3.5.0 Files\\n\\nRelease 3.5.0 Files</td>\n",
-       "      <td>565310833d01a80824f763655d63e54484ddb181</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/565310833d01a80824f763655d63e54484ddb181</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/2994c396f12803e8a850890c61f38dce385bad90</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2994c396f12803e8a850890c61f38dce385bad90</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2994c396f12803e8a850890c61f38dce385bad90</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2994c396f12803e8a850890c61f38dce385bad90/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>07313301b74c4c0bd95755b48de1e426eda70712</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/07313301b74c4c0bd95755b48de1e426eda70712</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/07313301b74c4c0bd95755b48de1e426eda70712</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>85</th>\n",
-       "      <td>62ca4ecb834e06f92e16cbd755e700b9d73aedad</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NjJjYTRlY2I4MzRlMDZmOTJlMTZjYmQ3NTVlNzAwYjlkNzNhZWRhZA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:23:58Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:23:58Z</td>\n",
-       "      <td>Release 3.6.0 Files\\n\\nRelease 3.6.0 Files</td>\n",
-       "      <td>7ba8b726cfe75980151f4b1868066ee5f50d1007</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/7ba8b726cfe75980151f4b1868066ee5f50d1007</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/62ca4ecb834e06f92e16cbd755e700b9d73aedad</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/62ca4ecb834e06f92e16cbd755e700b9d73aedad</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/62ca4ecb834e06f92e16cbd755e700b9d73aedad</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/62ca4ecb834e06f92e16cbd755e700b9d73aedad/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>2994c396f12803e8a850890c61f38dce385bad90</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2994c396f12803e8a850890c61f38dce385bad90</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2994c396f12803e8a850890c61f38dce385bad90</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>86</th>\n",
-       "      <td>340839349582612fd277eb5d046a355a15d291b3</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MzQwODM5MzQ5NTgyNjEyZmQyNzdlYjVkMDQ2YTM1NWExNWQyOTFiMw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:26:08Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:26:08Z</td>\n",
-       "      <td>Release 3.7.0 Files\\n\\nRelease 3.7.0 Files</td>\n",
-       "      <td>24be92630f25c73b840b8ef02226838c55f82bcf</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/24be92630f25c73b840b8ef02226838c55f82bcf</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/340839349582612fd277eb5d046a355a15d291b3</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/340839349582612fd277eb5d046a355a15d291b3</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/340839349582612fd277eb5d046a355a15d291b3</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/340839349582612fd277eb5d046a355a15d291b3/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>62ca4ecb834e06f92e16cbd755e700b9d73aedad</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/62ca4ecb834e06f92e16cbd755e700b9d73aedad</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/62ca4ecb834e06f92e16cbd755e700b9d73aedad</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>87</th>\n",
-       "      <td>309db7b9ad74d01800c188d3d4cc2d31b73037b6</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MzA5ZGI3YjlhZDc0ZDAxODAwYzE4OGQzZDRjYzJkMzFiNzMwMzdiNg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:30:02Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:30:02Z</td>\n",
-       "      <td>Release 3.8.0 Files\\n\\nRelease 3.8.0 Files</td>\n",
-       "      <td>f557c7a9eda6d5d63c7f552619ce6e7ea5c7681e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/f557c7a9eda6d5d63c7f552619ce6e7ea5c7681e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/309db7b9ad74d01800c188d3d4cc2d31b73037b6</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/309db7b9ad74d01800c188d3d4cc2d31b73037b6</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/309db7b9ad74d01800c188d3d4cc2d31b73037b6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/309db7b9ad74d01800c188d3d4cc2d31b73037b6/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>340839349582612fd277eb5d046a355a15d291b3</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/340839349582612fd277eb5d046a355a15d291b3</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/340839349582612fd277eb5d046a355a15d291b3</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>88</th>\n",
-       "      <td>5ffa3dc03bda482a7cbbc22f250843eb348797f6</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NWZmYTNkYzAzYmRhNDgyYTdjYmJjMjJmMjUwODQzZWIzNDg3OTdmNg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:32:37Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:32:37Z</td>\n",
-       "      <td>Release 3.9.0 Files\\n\\nRelease 3.9.0 Files</td>\n",
-       "      <td>b6ee54c8db6c22b8ae3416ca74ed42c089254d4e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/b6ee54c8db6c22b8ae3416ca74ed42c089254d4e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/5ffa3dc03bda482a7cbbc22f250843eb348797f6</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5ffa3dc03bda482a7cbbc22f250843eb348797f6</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5ffa3dc03bda482a7cbbc22f250843eb348797f6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5ffa3dc03bda482a7cbbc22f250843eb348797f6/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>309db7b9ad74d01800c188d3d4cc2d31b73037b6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/309db7b9ad74d01800c188d3d4cc2d31b73037b6</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/309db7b9ad74d01800c188d3d4cc2d31b73037b6</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>89</th>\n",
-       "      <td>13d04064764124c55b01ef23947fa28b88779417</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MTNkMDQwNjQ3NjQxMjRjNTViMDFlZjIzOTQ3ZmEyOGI4ODc3OTQxNw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:34:20Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:34:20Z</td>\n",
-       "      <td>Release 3.9.0.1 Files\\n\\nRelease 3.9.0.1 Files</td>\n",
-       "      <td>7f1b7bafd03c47200c9920464254432fac47472d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/7f1b7bafd03c47200c9920464254432fac47472d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/13d04064764124c55b01ef23947fa28b88779417</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/13d04064764124c55b01ef23947fa28b88779417</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/13d04064764124c55b01ef23947fa28b88779417</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/13d04064764124c55b01ef23947fa28b88779417/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>5ffa3dc03bda482a7cbbc22f250843eb348797f6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5ffa3dc03bda482a7cbbc22f250843eb348797f6</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5ffa3dc03bda482a7cbbc22f250843eb348797f6</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>90</th>\n",
-       "      <td>2e702eed7b7f877f24b096d35d5e53c9a071276a</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MmU3MDJlZWQ3YjdmODc3ZjI0YjA5NmQzNWQ1ZTUzYzlhMDcxMjc2YQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:34:36Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:34:36Z</td>\n",
-       "      <td>Release 3.9.0.1 Files\\n\\nRelease 3.9.0.1 Files</td>\n",
-       "      <td>1f39d767a62c94ae9a859d3db13408c58aeae59a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/1f39d767a62c94ae9a859d3db13408c58aeae59a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/2e702eed7b7f877f24b096d35d5e53c9a071276a</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2e702eed7b7f877f24b096d35d5e53c9a071276a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2e702eed7b7f877f24b096d35d5e53c9a071276a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2e702eed7b7f877f24b096d35d5e53c9a071276a/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>13d04064764124c55b01ef23947fa28b88779417</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/13d04064764124c55b01ef23947fa28b88779417</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/13d04064764124c55b01ef23947fa28b88779417</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>91</th>\n",
-       "      <td>7b6638237aa2dd25cc13b6931671e231675eabe7</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6N2I2NjM4MjM3YWEyZGQyNWNjMTNiNjkzMTY3MWUyMzE2NzVlYWJlNw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:36:31Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:36:31Z</td>\n",
-       "      <td>Release 3.10.0 Files\\n\\nRelease 3.10.0 Files</td>\n",
-       "      <td>2cf24c3676aa237b2ef336775289f7ee2dc54440</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/2cf24c3676aa237b2ef336775289f7ee2dc54440</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/7b6638237aa2dd25cc13b6931671e231675eabe7</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7b6638237aa2dd25cc13b6931671e231675eabe7</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7b6638237aa2dd25cc13b6931671e231675eabe7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7b6638237aa2dd25cc13b6931671e231675eabe7/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>2e702eed7b7f877f24b096d35d5e53c9a071276a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2e702eed7b7f877f24b096d35d5e53c9a071276a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2e702eed7b7f877f24b096d35d5e53c9a071276a</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>92</th>\n",
-       "      <td>0de983f3897470047ecc176332187eff12580d7e</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MGRlOTgzZjM4OTc0NzAwNDdlY2MxNzYzMzIxODdlZmYxMjU4MGQ3ZQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:37:52Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:37:52Z</td>\n",
-       "      <td>Release 3.10.0.1 Files\\n\\nRelease 3.10.0.1 Files</td>\n",
-       "      <td>5fe00061419a54c00711571e40ad163c3b6802f2</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/5fe00061419a54c00711571e40ad163c3b6802f2</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/0de983f3897470047ecc176332187eff12580d7e</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0de983f3897470047ecc176332187eff12580d7e</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0de983f3897470047ecc176332187eff12580d7e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0de983f3897470047ecc176332187eff12580d7e/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>7b6638237aa2dd25cc13b6931671e231675eabe7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7b6638237aa2dd25cc13b6931671e231675eabe7</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7b6638237aa2dd25cc13b6931671e231675eabe7</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>93</th>\n",
-       "      <td>24fb614aaadddb2e3a209ce4c290aa1bedf6883d</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MjRmYjYxNGFhYWRkZGIyZTNhMjA5Y2U0YzI5MGFhMWJlZGY2ODgzZA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:40:16Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:40:16Z</td>\n",
-       "      <td>Release 3.11.0 Files\\n\\nRelease 3.11.0 Files</td>\n",
-       "      <td>b465762b9763f55e1fe88e7da2ed051ff59848de</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/b465762b9763f55e1fe88e7da2ed051ff59848de</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/24fb614aaadddb2e3a209ce4c290aa1bedf6883d</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/24fb614aaadddb2e3a209ce4c290aa1bedf6883d</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/24fb614aaadddb2e3a209ce4c290aa1bedf6883d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/24fb614aaadddb2e3a209ce4c290aa1bedf6883d/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>0de983f3897470047ecc176332187eff12580d7e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0de983f3897470047ecc176332187eff12580d7e</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0de983f3897470047ecc176332187eff12580d7e</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>94</th>\n",
-       "      <td>69a243a698555feac49dd16d1ab544d60b74115b</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NjlhMjQzYTY5ODU1NWZlYWM0OWRkMTZkMWFiNTQ0ZDYwYjc0MTE1Yg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:41:10Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:41:10Z</td>\n",
-       "      <td>Release 3.11.0.1 Files\\n\\nRelease 3.11.0.1 Files</td>\n",
-       "      <td>41174d8cc7bd43db5a1a9ff8ad79ffcb6fb3ccb7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/41174d8cc7bd43db5a1a9ff8ad79ffcb6fb3ccb7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/69a243a698555feac49dd16d1ab544d60b74115b</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/69a243a698555feac49dd16d1ab544d60b74115b</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/69a243a698555feac49dd16d1ab544d60b74115b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/69a243a698555feac49dd16d1ab544d60b74115b/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>24fb614aaadddb2e3a209ce4c290aa1bedf6883d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/24fb614aaadddb2e3a209ce4c290aa1bedf6883d</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/24fb614aaadddb2e3a209ce4c290aa1bedf6883d</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>95</th>\n",
-       "      <td>767691bb05170799914ce53cbbb05508bebcb0b3</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NzY3NjkxYmIwNTE3MDc5OTkxNGNlNTNjYmJiMDU1MDhiZWJjYjBiMw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:43:24Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:43:24Z</td>\n",
-       "      <td>Release 3.12.0 Files\\n\\nRelease 3.12.0 Files</td>\n",
-       "      <td>e32209e07e19387d23e7f53c40c059d7590230aa</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/e32209e07e19387d23e7f53c40c059d7590230aa</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/767691bb05170799914ce53cbbb05508bebcb0b3</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/767691bb05170799914ce53cbbb05508bebcb0b3</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/767691bb05170799914ce53cbbb05508bebcb0b3</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/767691bb05170799914ce53cbbb05508bebcb0b3/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>69a243a698555feac49dd16d1ab544d60b74115b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/69a243a698555feac49dd16d1ab544d60b74115b</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/69a243a698555feac49dd16d1ab544d60b74115b</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>96</th>\n",
-       "      <td>1429eb572ade1b728cd095c554f735e8184016b0</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MTQyOWViNTcyYWRlMWI3MjhjZDA5NWM1NTRmNzM1ZTgxODQwMTZiMA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:44:23Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:44:23Z</td>\n",
-       "      <td>Release 3.13.0 Files\\n\\nRelease 3.13.0 Files</td>\n",
-       "      <td>9a5b0d6486106568aafdf8cb6a7fd4bc52fa1aa7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/9a5b0d6486106568aafdf8cb6a7fd4bc52fa1aa7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/1429eb572ade1b728cd095c554f735e8184016b0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1429eb572ade1b728cd095c554f735e8184016b0</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1429eb572ade1b728cd095c554f735e8184016b0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1429eb572ade1b728cd095c554f735e8184016b0/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>767691bb05170799914ce53cbbb05508bebcb0b3</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/767691bb05170799914ce53cbbb05508bebcb0b3</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/767691bb05170799914ce53cbbb05508bebcb0b3</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>97</th>\n",
-       "      <td>d15d9b633b67f5a632f5f78cef6c8986a00a92da</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZDE1ZDliNjMzYjY3ZjVhNjMyZjVmNzhjZWY2Yzg5ODZhMDBhOTJkYQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:46:17Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:46:17Z</td>\n",
-       "      <td>Release 3.13.0 Files\\n\\nRelease 3.13.0 Files</td>\n",
-       "      <td>72d3064a38f36558234ea39ed6ad3a9201c0c86e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/72d3064a38f36558234ea39ed6ad3a9201c0c86e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/d15d9b633b67f5a632f5f78cef6c8986a00a92da</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d15d9b633b67f5a632f5f78cef6c8986a00a92da</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d15d9b633b67f5a632f5f78cef6c8986a00a92da</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d15d9b633b67f5a632f5f78cef6c8986a00a92da/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>1429eb572ade1b728cd095c554f735e8184016b0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1429eb572ade1b728cd095c554f735e8184016b0</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1429eb572ade1b728cd095c554f735e8184016b0</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>98</th>\n",
-       "      <td>23044ee80c27f75bb34c9f9ac689b1c68cd65914</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MjMwNDRlZTgwYzI3Zjc1YmIzNGM5ZjlhYzY4OWIxYzY4Y2Q2NTkxNA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:47:46Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:47:46Z</td>\n",
-       "      <td>Release 3.13.1 Files\\n\\nRelease 3.13.1 Files</td>\n",
-       "      <td>554b244ad1cd0626c791c3fbd8ab7afa3ad94efa</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/554b244ad1cd0626c791c3fbd8ab7afa3ad94efa</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/23044ee80c27f75bb34c9f9ac689b1c68cd65914</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/23044ee80c27f75bb34c9f9ac689b1c68cd65914</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/23044ee80c27f75bb34c9f9ac689b1c68cd65914</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/23044ee80c27f75bb34c9f9ac689b1c68cd65914/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>d15d9b633b67f5a632f5f78cef6c8986a00a92da</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d15d9b633b67f5a632f5f78cef6c8986a00a92da</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d15d9b633b67f5a632f5f78cef6c8986a00a92da</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>99</th>\n",
-       "      <td>fa208da83a7f96d62c1e4efee2018074bbd805e0</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZmEyMDhkYTgzYTdmOTZkNjJjMWU0ZWZlZTIwMTgwNzRiYmQ4MDVlMA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:49:48Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:49:48Z</td>\n",
-       "      <td>Release 3.14.0 Files\\n\\nRelease 3.14.0 Files</td>\n",
-       "      <td>e0eccede4cde00c604fb7ea9282579750afaf343</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/e0eccede4cde00c604fb7ea9282579750afaf343</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/fa208da83a7f96d62c1e4efee2018074bbd805e0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fa208da83a7f96d62c1e4efee2018074bbd805e0</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/fa208da83a7f96d62c1e4efee2018074bbd805e0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fa208da83a7f96d62c1e4efee2018074bbd805e0/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>23044ee80c27f75bb34c9f9ac689b1c68cd65914</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/23044ee80c27f75bb34c9f9ac689b1c68cd65914</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/23044ee80c27f75bb34c9f9ac689b1c68cd65914</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>100</th>\n",
-       "      <td>3abe7e12dcbc3824315959af4428c53bd760c6e7</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6M2FiZTdlMTJkY2JjMzgyNDMxNTk1OWFmNDQyOGM1M2JkNzYwYzZlNw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:50:38Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:50:38Z</td>\n",
-       "      <td>Release 3.14.0.1 Files\\n\\nRelease 3.14.0.1 Files</td>\n",
-       "      <td>79a13a0e02372c16f7fb15671ff1fd2b007eaf43</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/79a13a0e02372c16f7fb15671ff1fd2b007eaf43</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/3abe7e12dcbc3824315959af4428c53bd760c6e7</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3abe7e12dcbc3824315959af4428c53bd760c6e7</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3abe7e12dcbc3824315959af4428c53bd760c6e7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3abe7e12dcbc3824315959af4428c53bd760c6e7/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>fa208da83a7f96d62c1e4efee2018074bbd805e0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fa208da83a7f96d62c1e4efee2018074bbd805e0</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/fa208da83a7f96d62c1e4efee2018074bbd805e0</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>101</th>\n",
-       "      <td>61b194bca5a2e2bacf80c3081c7d521fdde0bdc5</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NjFiMTk0YmNhNWEyZTJiYWNmODBjMzA4MWM3ZDUyMWZkZGUwYmRjNQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:53:42Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:53:42Z</td>\n",
-       "      <td>Release 3.15.0 Files\\n\\nRelease 3.15.0 Files</td>\n",
-       "      <td>94dd7362e1a94fdc2e2599c24df9b1b463412b13</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/94dd7362e1a94fdc2e2599c24df9b1b463412b13</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/61b194bca5a2e2bacf80c3081c7d521fdde0bdc5</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/61b194bca5a2e2bacf80c3081c7d521fdde0bdc5</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/61b194bca5a2e2bacf80c3081c7d521fdde0bdc5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/61b194bca5a2e2bacf80c3081c7d521fdde0bdc5/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>3abe7e12dcbc3824315959af4428c53bd760c6e7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3abe7e12dcbc3824315959af4428c53bd760c6e7</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3abe7e12dcbc3824315959af4428c53bd760c6e7</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>102</th>\n",
-       "      <td>ee5a661314196af16994119d69b609f2b11de764</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZWU1YTY2MTMxNDE5NmFmMTY5OTQxMTlkNjliNjA5ZjJiMTFkZTc2NA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:54:26Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:54:26Z</td>\n",
-       "      <td>Release 3.15.0.1 Files\\n\\nRelease 3.15.0.1 Files</td>\n",
-       "      <td>bcbd9cd006a9143c48bc777f9a218be9215b1c65</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/bcbd9cd006a9143c48bc777f9a218be9215b1c65</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ee5a661314196af16994119d69b609f2b11de764</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ee5a661314196af16994119d69b609f2b11de764</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ee5a661314196af16994119d69b609f2b11de764</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ee5a661314196af16994119d69b609f2b11de764/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>61b194bca5a2e2bacf80c3081c7d521fdde0bdc5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/61b194bca5a2e2bacf80c3081c7d521fdde0bdc5</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/61b194bca5a2e2bacf80c3081c7d521fdde0bdc5</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>103</th>\n",
-       "      <td>cd21729801a7f4c9da36666cfbf8a587cdc77144</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Y2QyMTcyOTgwMWE3ZjRjOWRhMzY2NjZjZmJmOGE1ODdjZGM3NzE0NA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:56:43Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:56:43Z</td>\n",
-       "      <td>Release 3.16.0 Files\\n\\nRelease 3.16.0 Files</td>\n",
-       "      <td>0a95352993ef91098bfa772874201b47a25470d4</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/0a95352993ef91098bfa772874201b47a25470d4</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/cd21729801a7f4c9da36666cfbf8a587cdc77144</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cd21729801a7f4c9da36666cfbf8a587cdc77144</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cd21729801a7f4c9da36666cfbf8a587cdc77144</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cd21729801a7f4c9da36666cfbf8a587cdc77144/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>ee5a661314196af16994119d69b609f2b11de764</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ee5a661314196af16994119d69b609f2b11de764</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ee5a661314196af16994119d69b609f2b11de764</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>104</th>\n",
-       "      <td>de232c0b9b1b2c33c4c5e7caa068c3d8e1a16a3c</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZGUyMzJjMGI5YjFiMmMzM2M0YzVlN2NhYTA2OGMzZDhlMWExNmEzYw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:58:47Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-06-12T11:58:47Z</td>\n",
-       "      <td>Release 3.16.0.1 Files\\n\\nRelease 3.16.0.1 Files</td>\n",
-       "      <td>36e7a5eccf36e90b8184706e75a8874c6f5ec5de</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/36e7a5eccf36e90b8184706e75a8874c6f5ec5de</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/de232c0b9b1b2c33c4c5e7caa068c3d8e1a16a3c</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/de232c0b9b1b2c33c4c5e7caa068c3d8e1a16a3c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/de232c0b9b1b2c33c4c5e7caa068c3d8e1a16a3c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/de232c0b9b1b2c33c4c5e7caa068c3d8e1a16a3c/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>cd21729801a7f4c9da36666cfbf8a587cdc77144</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cd21729801a7f4c9da36666cfbf8a587cdc77144</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cd21729801a7f4c9da36666cfbf8a587cdc77144</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>105</th>\n",
-       "      <td>c20d33fafaa72f0f0728574efb39715e58e5d27f</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YzIwZDMzZmFmYWE3MmYwZjA3Mjg1NzRlZmIzOTcxNWU1OGU1ZDI3Zg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-07-07T12:28:19Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-07-07T12:28:19Z</td>\n",
-       "      <td>Files for IMGT/HLA Release 3.21.0\\n\\nFiles for IMGT/HLA Release 3.21.0</td>\n",
-       "      <td>56416ae4e5946c6efea7a3fae8e2935dcf6a8124</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/56416ae4e5946c6efea7a3fae8e2935dcf6a8124</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/c20d33fafaa72f0f0728574efb39715e58e5d27f</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c20d33fafaa72f0f0728574efb39715e58e5d27f</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c20d33fafaa72f0f0728574efb39715e58e5d27f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c20d33fafaa72f0f0728574efb39715e58e5d27f/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
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-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>025e835ee28d08dfb6e1f0f16a6118800d72be6b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/025e835ee28d08dfb6e1f0f16a6118800d72be6b</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/025e835ee28d08dfb6e1f0f16a6118800d72be6b</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>106</th>\n",
-       "      <td>c73a0acd51382f17f34c360430f0ca30c92d9129</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YzczYTBhY2Q1MTM4MmYxN2YzNGMzNjA0MzBmMGNhMzBjOTJkOTEyOQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-07-07T12:41:38Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-07-07T12:41:38Z</td>\n",
-       "      <td>Merge remote-tracking branch 'origin/Latest' into Latest\\n\\nConflicts:\\n\\tAllelelist.txt\\n\\tAllelelist_history.txt\\n\\talignments/A_gen.txt\\n\\talignments/A_nuc.txt\\n\\talignments/A_prot.txt\\n\\talignments/B_gen.txt\\n\\talignments/B_nuc.txt\\n\\talignments/B_prot.txt\\n\\talignments/C_gen.txt\\n\\talignments/C_nuc.txt\\n\\talignments/C_prot.txt\\n\\talignments/ClassI_nuc.txt\\n\\talignments/ClassI_prot.txt\\n\\talignments/DMA_gen.txt\\n\\talignments/DMA_nuc.txt\\n\\talignments/DMA_prot.txt\\n\\talignments/DMB_gen.txt\\n\\talignments/DMB_nuc.txt\\n\\talignments/DMB_prot.txt\\n\\talignments/DOA_gen.txt\\n\\talignments/DOA_nuc.txt\\n\\talignments/DOA_prot.txt\\n\\talignments/DOB_gen.txt\\n\\talignments/DOB_nuc.txt\\n\\talignments/DOB_prot.txt\\n\\talignments/DPA_gen.txt\\n\\talignments/DPA_nuc.txt\\n\\talignments/DPA_prot.txt\\n\\talignments/DPB_gen.txt\\n\\talignments/DPB_nuc.txt\\n\\talignments/DPB_prot.txt\\n\\talignments/DQA_gen.txt\\n\\talignments/DQA_nuc.txt\\n\\talignments/DQA_prot.txt\\n\\talignments/DQB_gen.txt\\n\\talignments/DQB_nuc.txt\\n\\talignments/DQB_prot.txt\\n\\talignments/DRA_gen.txt\\n\\talignments/DRA_nuc.txt\\n\\talignments/DRA_prot.txt\\n\\talignments/DRB3_gen.txt\\n\\talignments/DRB4_gen.txt\\n\\talignments/DRB_gen.txt\\n\\talignments/DRB_nuc.txt\\n\\talignments/DRB_prot.txt\\n\\talignments/E_gen.txt\\n\\talignments/E_nuc.txt\\n\\talignments/E_prot.txt\\n\\talignments/F_gen.txt\\n\\talignments/F_nuc.txt\\n\\talignments/F_prot.txt\\n\\talignments/G_gen.txt\\n\\talignments/G_nuc.txt\\n\\talignments/G_prot.txt\\n\\talignments/H_gen.txt\\n\\talignments/H_nuc.txt\\n\\talignments/J_gen.txt\\n\\talignments/J_nuc.txt\\n\\talignments/K_gen.txt\\n\\talignments/K_nuc.txt\\n\\talignments/L_gen.txt\\n\\talignments/L_nuc.txt\\n\\talignments/MICA_gen.txt\\n\\talignments/MICA_nuc.txt\\n\\talignments/MICA_prot.txt\\n\\talignments/MICB_gen.txt\\n\\talignments/MICB_nuc.txt\\n\\talignments/MICB_prot.txt\\n\\talignments/P_gen.txt\\n\\talignments/TAP1_gen.txt\\n\\talignments/TAP1_nuc.txt\\n\\talignments/TAP1_prot.txt\\n\\talignments/TAP2_gen.txt\\n\\talignments/TAP2_nuc.txt\\n\\talignments/TAP2_prot.txt\\n\\talignments/V_gen.txt\\n\\talignments/V_nuc.txt\\n\\talignments/Y_gen.txt\\n\\talignments/Y_nuc.txt\\n\\tfasta/A_gen.fasta\\n\\tfasta/A_nuc.fasta\\n\\tfasta/A_prot.fasta\\n\\tfasta/B_gen.fasta\\n\\tfasta/B_nuc.fasta\\n\\tfasta/B_prot.fasta\\n\\tfasta/C_gen.fasta\\n\\tfasta/C_nuc.fasta\\n\\tfasta/C_prot.fasta\\n\\tfasta/DPB1_nuc.fasta\\n\\tfasta/DPB1_prot.fasta\\n\\tfasta/DQB1_nuc.fasta\\n\\tfasta/DQB1_prot.fasta\\n\\tfasta/DRB1_nuc.fasta\\n\\tfasta/DRB1_prot.fasta\\n\\tfasta/DRB345_prot.fasta\\n\\tfasta/DRB_nuc.fasta\\n\\tfasta/DRB_prot.fasta\\n\\tfasta/MICA_prot.fasta\\n\\tfasta/hla_nuc.fasta\\n\\tfasta/hla_prot.fasta\\n\\thla.dat\\n\\thla_nuc.fasta\\n\\thla_prot.fasta\\n\\tmsf/A_gen.msf\\n\\tmsf/A_nuc.msf\\n\\tmsf/A_prot.msf\\n\\tmsf/B_gen.msf\\n\\tmsf/B_nuc.msf\\n\\tmsf/B_prot.msf\\n\\tmsf/C_gen.msf\\n\\tmsf/C_nuc.msf\\n\\tmsf/C_prot.msf\\n\\tmsf/DMA_gen.msf\\n\\tmsf/DMA_nuc.msf\\n\\tmsf/DMA_prot.msf\\n\\tmsf/DMB_gen.msf\\n\\tmsf/DMB_nuc.msf\\n\\tmsf/DMB_prot.msf\\n\\tmsf/DOA_gen.msf\\n\\tmsf/DOA_nuc.msf\\n\\tmsf/DOA_prot.msf\\n\\tmsf/DOB_gen.msf\\n\\tmsf/DOB_nuc.msf\\n\\tmsf/DOB_prot.msf\\n\\tmsf/DPA1_nuc.msf\\n\\tmsf/DPA1_prot.msf\\n\\tmsf/DPA_gen.msf\\n\\tmsf/DPB1_nuc.msf\\n\\tmsf/DPB1_prot.msf\\n\\tmsf/DPB_gen.msf\\n\\tmsf/DQA1_nuc.msf\\n\\tmsf/DQA1_prot.msf\\n\\tmsf/DQA_gen.msf\\n\\tmsf/DQB1_nuc.msf\\n\\tmsf/DQB1_prot.msf\\n\\tmsf/DQB_gen.msf\\n\\tmsf/DRA_gen.msf\\n\\tmsf/DRA_nuc.msf\\n\\tmsf/DRA_prot.msf\\n\\tmsf/DRB1_gen.msf\\n\\tmsf/DRB1_nuc.msf\\n\\tmsf/DRB1_prot.msf\\n\\tmsf/DRB345_nuc.msf\\n\\tmsf/DRB345_prot.msf\\n\\tmsf/DRB3_gen.msf\\n\\tmsf/DRB4_gen.msf\\n\\tmsf/DRB5_gen.msf\\n\\tmsf/DRB_nuc.msf\\n\\tmsf/DRB_prot.msf\\n\\tmsf/E_gen.msf\\n\\tmsf/E_nuc.msf\\n\\tmsf/E_prot.msf\\n\\tmsf/F_gen.msf\\n\\tmsf/F_nuc.msf\\n\\tmsf/F_prot.msf\\n\\tmsf/G_gen.msf\\n\\tmsf/G_nuc.msf\\n\\tmsf/G_prot.msf\\n\\tmsf/H_gen.msf\\n\\tmsf/H_nuc.msf\\n\\tmsf/J_gen.msf\\n\\tmsf/J_nuc.msf\\n\\tmsf/K_gen.msf\\n\\tmsf/K_nuc.msf\\n\\tmsf/L_gen.msf\\n\\tmsf/L_nuc.msf\\n\\tmsf/MICA_gen.msf\\n\\tmsf/MICA_nuc.msf\\n\\tmsf/MICA_prot.msf\\n\\tmsf/MICB_gen.msf\\n\\tmsf/MICB_nuc.msf\\n\\tmsf/MICB_prot.msf\\n\\tmsf/P_gen.msf\\n\\tmsf/TAP1_gen.msf\\n\\tmsf/TAP1_nuc.msf\\n\\tmsf/TAP1_prot.msf\\n\\tmsf/TAP2_gen.msf\\n\\tmsf/TAP2_nuc.msf\\n\\tmsf/TAP2_prot.msf\\n\\tmsf/V_gen.msf\\n\\tmsf/V_nuc.msf\\n\\tpir/A_gen.pir\\n\\tpir/A_nuc.pir\\n\\tpir/A_prot.pir\\n\\tpir/B_gen.pir\\n\\tpir/B_nuc.pir\\n\\tpir/B_prot.pir\\n\\tpir/C_gen.pir\\n\\tpir/C_nuc.pir\\n\\tpir/C_prot.pir\\n\\tpir/DPA1_nuc.pir\\n\\tpir/DPA1_prot.pir\\n\\tpir/DPB1_nuc.pir\\n\\tpir/DPB1_prot.pir\\n\\tpir/DQA1_nuc.pir\\n\\tpir/DQA1_prot.pir\\n\\tpir/DQB1_nuc.pir\\n\\tpir/DQB1_prot.pir\\n\\tpir/DQB_gen.pir\\n\\tpir/DRB1_nuc.pir\\n\\tpir/DRB1_prot.pir\\n\\tpir/DRB345_nuc.pir\\n\\tpir/DRB345_prot.pir\\n\\tpir/DRB_nuc.pir\\n\\tpir/DRB_prot.pir\\n\\tpir/E_gen.pir\\n\\tpir/E_nuc.pir\\n\\tpir/E_prot.pir\\n\\tpir/MICA_nuc.pir\\n\\tpir/MICA_prot.pir\\n\\tpir/MICB_nuc.pir\\n\\tpir/MICB_prot.pir\\n\\txml/hla.xml.zip\\n\\txml/hla_ambigs.xml.zip</td>\n",
-       "      <td>cd1335d5fd566c7b7fc07429f71279ed3e510815</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/cd1335d5fd566c7b7fc07429f71279ed3e510815</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/c73a0acd51382f17f34c360430f0ca30c92d9129</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c73a0acd51382f17f34c360430f0ca30c92d9129</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c73a0acd51382f17f34c360430f0ca30c92d9129</td>\n",
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-       "      <td>jrob119</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>c20d33fafaa72f0f0728574efb39715e58e5d27f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c20d33fafaa72f0f0728574efb39715e58e5d27f</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c20d33fafaa72f0f0728574efb39715e58e5d27f</td>\n",
-       "      <td>03bec554dde5de988a9b8834b2255b5c1fda2da9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/03bec554dde5de988a9b8834b2255b5c1fda2da9</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/03bec554dde5de988a9b8834b2255b5c1fda2da9</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>107</th>\n",
-       "      <td>6385484e7dc65bbd2df7b15da52f8428c782d1c9</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NjM4NTQ4NGU3ZGM2NWJiZDJkZjdiMTVkYTUyZjg0MjhjNzgyZDFjOQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-07-07T12:47:36Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-07-07T12:47:36Z</td>\n",
-       "      <td>Files for IMGT/HLA Release 3.21.0\\n\\nFiles for IMGT/HLA Release 3.21.0</td>\n",
-       "      <td>a1382393f7291d863a37b0a3459f32c5dc3e48b1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/a1382393f7291d863a37b0a3459f32c5dc3e48b1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/6385484e7dc65bbd2df7b15da52f8428c782d1c9</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6385484e7dc65bbd2df7b15da52f8428c782d1c9</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6385484e7dc65bbd2df7b15da52f8428c782d1c9</td>\n",
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-       "      <td>jrob119</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>c73a0acd51382f17f34c360430f0ca30c92d9129</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c73a0acd51382f17f34c360430f0ca30c92d9129</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c73a0acd51382f17f34c360430f0ca30c92d9129</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>108</th>\n",
-       "      <td>6d164341f9b0f1dd3d0b0d18e942cbafa93d2caa</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NmQxNjQzNDFmOWIwZjFkZDNkMGIwZDE4ZTk0MmNiYWZhOTNkMmNhYQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-07-07T13:14:32Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-07-07T13:54:54Z</td>\n",
-       "      <td>Files for IMGT/HLA Release 3.21.0\\n\\nFiles for IMGT/HLA Release 3.21.0</td>\n",
-       "      <td>a1382393f7291d863a37b0a3459f32c5dc3e48b1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/a1382393f7291d863a37b0a3459f32c5dc3e48b1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/6d164341f9b0f1dd3d0b0d18e942cbafa93d2caa</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6d164341f9b0f1dd3d0b0d18e942cbafa93d2caa</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6d164341f9b0f1dd3d0b0d18e942cbafa93d2caa</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6d164341f9b0f1dd3d0b0d18e942cbafa93d2caa/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>ee39ac68f293c5fb7642f6cf9294b6c7ebfe1a18</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ee39ac68f293c5fb7642f6cf9294b6c7ebfe1a18</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ee39ac68f293c5fb7642f6cf9294b6c7ebfe1a18</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>109</th>\n",
-       "      <td>ee39ac68f293c5fb7642f6cf9294b6c7ebfe1a18</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZWUzOWFjNjhmMjkzYzVmYjc2NDJmNmNmOTI5NGI2YzdlYmZlMWExOA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-07-07T13:35:01Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-07-07T13:54:54Z</td>\n",
-       "      <td>Revert \"Files for IMGT/HLA Release 3.21.0\"\\n\\nThis reverts commit e323af41423a8925cdafccb743c5dcff83e644d8.</td>\n",
-       "      <td>c503afebededd786abea9e2bd918f7c05f49b25c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/c503afebededd786abea9e2bd918f7c05f49b25c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ee39ac68f293c5fb7642f6cf9294b6c7ebfe1a18</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ee39ac68f293c5fb7642f6cf9294b6c7ebfe1a18</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ee39ac68f293c5fb7642f6cf9294b6c7ebfe1a18</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ee39ac68f293c5fb7642f6cf9294b6c7ebfe1a18/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>6385484e7dc65bbd2df7b15da52f8428c782d1c9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6385484e7dc65bbd2df7b15da52f8428c782d1c9</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6385484e7dc65bbd2df7b15da52f8428c782d1c9</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>110</th>\n",
-       "      <td>ed8f3032452f07635808d7c426ac164a205c39ca</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZWQ4ZjMwMzI0NTJmMDc2MzU4MDhkN2M0MjZhYzE2NGEyMDVjMzljYQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-07-07T13:57:07Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-07-07T13:57:07Z</td>\n",
-       "      <td>Release 3.21.0\\n\\nFiles for Release IMGT/HLA 3.21.0</td>\n",
-       "      <td>64f5c65d9888c240c924d720698d232147437e80</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/64f5c65d9888c240c924d720698d232147437e80</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ed8f3032452f07635808d7c426ac164a205c39ca</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ed8f3032452f07635808d7c426ac164a205c39ca</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ed8f3032452f07635808d7c426ac164a205c39ca</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ed8f3032452f07635808d7c426ac164a205c39ca/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>6d164341f9b0f1dd3d0b0d18e942cbafa93d2caa</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6d164341f9b0f1dd3d0b0d18e942cbafa93d2caa</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6d164341f9b0f1dd3d0b0d18e942cbafa93d2caa</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>111</th>\n",
-       "      <td>5f3a4c755d9bf5d3bcf079d5908d8bde5d5acdb2</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NWYzYTRjNzU1ZDliZjVkM2JjZjA3OWQ1OTA4ZDhiZGU1ZDVhY2RiMg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-07-07T13:59:17Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-07-07T13:59:17Z</td>\n",
-       "      <td>Merge pull request #28 from jrob119/3210\\n\\n3210</td>\n",
-       "      <td>64f5c65d9888c240c924d720698d232147437e80</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/64f5c65d9888c240c924d720698d232147437e80</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/5f3a4c755d9bf5d3bcf079d5908d8bde5d5acdb2</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5f3a4c755d9bf5d3bcf079d5908d8bde5d5acdb2</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5f3a4c755d9bf5d3bcf079d5908d8bde5d5acdb2</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5f3a4c755d9bf5d3bcf079d5908d8bde5d5acdb2/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>6385484e7dc65bbd2df7b15da52f8428c782d1c9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6385484e7dc65bbd2df7b15da52f8428c782d1c9</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6385484e7dc65bbd2df7b15da52f8428c782d1c9</td>\n",
-       "      <td>ed8f3032452f07635808d7c426ac164a205c39ca</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ed8f3032452f07635808d7c426ac164a205c39ca</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ed8f3032452f07635808d7c426ac164a205c39ca</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>112</th>\n",
-       "      <td>02feff2f6c970ecb2e56f4d183a6914cc3671688</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDJmZWZmMmY2Yzk3MGVjYjJlNTZmNGQxODNhNjkxNGNjMzY3MTY4OA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-07-07T14:01:00Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-07-07T14:01:00Z</td>\n",
-       "      <td>Files for Release 3.21.0</td>\n",
-       "      <td>dededc37912554b52f855773cf9c0906ecd9e7a6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/dededc37912554b52f855773cf9c0906ecd9e7a6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/02feff2f6c970ecb2e56f4d183a6914cc3671688</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/02feff2f6c970ecb2e56f4d183a6914cc3671688</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/02feff2f6c970ecb2e56f4d183a6914cc3671688</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/02feff2f6c970ecb2e56f4d183a6914cc3671688/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>ed8f3032452f07635808d7c426ac164a205c39ca</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ed8f3032452f07635808d7c426ac164a205c39ca</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ed8f3032452f07635808d7c426ac164a205c39ca</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>113</th>\n",
-       "      <td>b21c8a56223316de27fa4d1960f10dcba5bc7245</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YjIxYzhhNTYyMjMzMTZkZTI3ZmE0ZDE5NjBmMTBkY2JhNWJjNzI0NQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-07-07T14:02:51Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-07-07T14:02:51Z</td>\n",
-       "      <td>Merge pull request #29 from jrob119/3210\\n\\nFiles for Release 3.21.0</td>\n",
-       "      <td>dededc37912554b52f855773cf9c0906ecd9e7a6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/dededc37912554b52f855773cf9c0906ecd9e7a6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/b21c8a56223316de27fa4d1960f10dcba5bc7245</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b21c8a56223316de27fa4d1960f10dcba5bc7245</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b21c8a56223316de27fa4d1960f10dcba5bc7245</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b21c8a56223316de27fa4d1960f10dcba5bc7245/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>5f3a4c755d9bf5d3bcf079d5908d8bde5d5acdb2</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5f3a4c755d9bf5d3bcf079d5908d8bde5d5acdb2</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5f3a4c755d9bf5d3bcf079d5908d8bde5d5acdb2</td>\n",
-       "      <td>02feff2f6c970ecb2e56f4d183a6914cc3671688</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/02feff2f6c970ecb2e56f4d183a6914cc3671688</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/02feff2f6c970ecb2e56f4d183a6914cc3671688</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>114</th>\n",
-       "      <td>a86ee12d28796d6f313c82c1e432d8d3c23642c3</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YTg2ZWUxMmQyODc5NmQ2ZjMxM2M4MmMxZTQzMmQ4ZDNjMjM2NDJjMw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-08-12T10:19:30Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-08-12T10:19:30Z</td>\n",
-       "      <td>Update for Release 3.21.1\\n\\nThe alleles DPB1*136:01 and DPB1*440:01 contained intronic sequence at\\nthe end of the CDS sequence.</td>\n",
-       "      <td>38422a480ebc3e6ff54b0ea2cfc795a459464f44</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/38422a480ebc3e6ff54b0ea2cfc795a459464f44</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/a86ee12d28796d6f313c82c1e432d8d3c23642c3</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a86ee12d28796d6f313c82c1e432d8d3c23642c3</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a86ee12d28796d6f313c82c1e432d8d3c23642c3</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a86ee12d28796d6f313c82c1e432d8d3c23642c3/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>02feff2f6c970ecb2e56f4d183a6914cc3671688</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/02feff2f6c970ecb2e56f4d183a6914cc3671688</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/02feff2f6c970ecb2e56f4d183a6914cc3671688</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>115</th>\n",
-       "      <td>8ab68c8501ae33bf27d80d070cea4bf2c76b092b</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OGFiNjhjODUwMWFlMzNiZjI3ZDgwZDA3MGNlYTRiZjJjNzZiMDkyYg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-08-12T10:22:19Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-08-12T10:22:19Z</td>\n",
-       "      <td>Merge pull request #30 from jrob119/3210\\n\\nUpdate for Release 3.21.1</td>\n",
-       "      <td>38422a480ebc3e6ff54b0ea2cfc795a459464f44</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/38422a480ebc3e6ff54b0ea2cfc795a459464f44</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/8ab68c8501ae33bf27d80d070cea4bf2c76b092b</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8ab68c8501ae33bf27d80d070cea4bf2c76b092b</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8ab68c8501ae33bf27d80d070cea4bf2c76b092b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8ab68c8501ae33bf27d80d070cea4bf2c76b092b/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>b21c8a56223316de27fa4d1960f10dcba5bc7245</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b21c8a56223316de27fa4d1960f10dcba5bc7245</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b21c8a56223316de27fa4d1960f10dcba5bc7245</td>\n",
-       "      <td>a86ee12d28796d6f313c82c1e432d8d3c23642c3</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a86ee12d28796d6f313c82c1e432d8d3c23642c3</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a86ee12d28796d6f313c82c1e432d8d3c23642c3</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>116</th>\n",
-       "      <td>ff1912ff754078df3971b043fa1e75792eb5f574</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZmYxOTEyZmY3NTQwNzhkZjM5NzFiMDQzZmExZTc1NzkyZWI1ZjU3NA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-09-11T12:34:58Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-09-11T12:34:58Z</td>\n",
-       "      <td>Update for Release 3.21.1\\n\\nUpdate for Release 3.21.1</td>\n",
-       "      <td>c2f1b64d793199b546ee4ba94018cafc4ebb4426</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/c2f1b64d793199b546ee4ba94018cafc4ebb4426</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ff1912ff754078df3971b043fa1e75792eb5f574</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ff1912ff754078df3971b043fa1e75792eb5f574</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ff1912ff754078df3971b043fa1e75792eb5f574</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ff1912ff754078df3971b043fa1e75792eb5f574/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>a86ee12d28796d6f313c82c1e432d8d3c23642c3</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a86ee12d28796d6f313c82c1e432d8d3c23642c3</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a86ee12d28796d6f313c82c1e432d8d3c23642c3</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>117</th>\n",
-       "      <td>b9d39ed7e59d49aaf7ab0fdba5d24f77d3229dd1</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YjlkMzllZDdlNTlkNDlhYWY3YWIwZmRiYTVkMjRmNzdkMzIyOWRkMQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-09-11T12:37:30Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-09-11T12:37:30Z</td>\n",
-       "      <td>Merge pull request #31 from jrob119/3210\\n\\nUpdate for Release 3.21.1</td>\n",
-       "      <td>c2f1b64d793199b546ee4ba94018cafc4ebb4426</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/c2f1b64d793199b546ee4ba94018cafc4ebb4426</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/b9d39ed7e59d49aaf7ab0fdba5d24f77d3229dd1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b9d39ed7e59d49aaf7ab0fdba5d24f77d3229dd1</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b9d39ed7e59d49aaf7ab0fdba5d24f77d3229dd1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b9d39ed7e59d49aaf7ab0fdba5d24f77d3229dd1/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>8ab68c8501ae33bf27d80d070cea4bf2c76b092b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8ab68c8501ae33bf27d80d070cea4bf2c76b092b</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8ab68c8501ae33bf27d80d070cea4bf2c76b092b</td>\n",
-       "      <td>ff1912ff754078df3971b043fa1e75792eb5f574</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ff1912ff754078df3971b043fa1e75792eb5f574</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ff1912ff754078df3971b043fa1e75792eb5f574</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>118</th>\n",
-       "      <td>11bf2f4bfa5aacee1e93371db7031384464e0c00</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MTFiZjJmNGJmYTVhYWNlZTFlOTMzNzFkYjcwMzEzODQ0NjRlMGMwMA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-09-11T15:39:09Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-09-11T15:39:09Z</td>\n",
-       "      <td>Update for 3.21.0\\n\\nIncludes B*40:155:01G group and single allele group DRB1*11:11:01G</td>\n",
-       "      <td>236e4f4746dbec613e4a0b0509f52a5dbb9631bb</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/236e4f4746dbec613e4a0b0509f52a5dbb9631bb</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/11bf2f4bfa5aacee1e93371db7031384464e0c00</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/11bf2f4bfa5aacee1e93371db7031384464e0c00</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/11bf2f4bfa5aacee1e93371db7031384464e0c00</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/11bf2f4bfa5aacee1e93371db7031384464e0c00/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>ff1912ff754078df3971b043fa1e75792eb5f574</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ff1912ff754078df3971b043fa1e75792eb5f574</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ff1912ff754078df3971b043fa1e75792eb5f574</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>119</th>\n",
-       "      <td>328aab0e1d08169095c461fb564224a72adf5981</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MzI4YWFiMGUxZDA4MTY5MDk1YzQ2MWZiNTY0MjI0YTcyYWRmNTk4MQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-09-11T15:44:02Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-09-11T15:44:02Z</td>\n",
-       "      <td>Merge pull request #32 from jrob119/3210\\n\\nUpdate for 3.21.0</td>\n",
-       "      <td>236e4f4746dbec613e4a0b0509f52a5dbb9631bb</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/236e4f4746dbec613e4a0b0509f52a5dbb9631bb</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/328aab0e1d08169095c461fb564224a72adf5981</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/328aab0e1d08169095c461fb564224a72adf5981</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/328aab0e1d08169095c461fb564224a72adf5981</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/328aab0e1d08169095c461fb564224a72adf5981/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>b9d39ed7e59d49aaf7ab0fdba5d24f77d3229dd1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b9d39ed7e59d49aaf7ab0fdba5d24f77d3229dd1</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b9d39ed7e59d49aaf7ab0fdba5d24f77d3229dd1</td>\n",
-       "      <td>11bf2f4bfa5aacee1e93371db7031384464e0c00</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/11bf2f4bfa5aacee1e93371db7031384464e0c00</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/11bf2f4bfa5aacee1e93371db7031384464e0c00</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>120</th>\n",
-       "      <td>bb822ea4345bd2c8112c9a38b2ff52f740d66fe7</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YmI4MjJlYTQzNDViZDJjODExMmM5YTM4YjJmZjUyZjc0MGQ2NmZlNw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-10-09T10:55:47Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-10-09T10:55:47Z</td>\n",
-       "      <td>Release 3.22.0\\n\\nFiles for Release 3.22.0 of IPD-IMGT/HLA</td>\n",
-       "      <td>92ae9256e9909b6cef3ed2ad8088bfec63566a1c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/92ae9256e9909b6cef3ed2ad8088bfec63566a1c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/bb822ea4345bd2c8112c9a38b2ff52f740d66fe7</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bb822ea4345bd2c8112c9a38b2ff52f740d66fe7</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/bb822ea4345bd2c8112c9a38b2ff52f740d66fe7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bb822ea4345bd2c8112c9a38b2ff52f740d66fe7/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>328aab0e1d08169095c461fb564224a72adf5981</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/328aab0e1d08169095c461fb564224a72adf5981</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/328aab0e1d08169095c461fb564224a72adf5981</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>121</th>\n",
-       "      <td>4aea6786955cf3bce6f87d9ce9156e6239420314</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NGFlYTY3ODY5NTVjZjNiY2U2Zjg3ZDljZTkxNTZlNjIzOTQyMDMxNA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-10-09T11:00:44Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-10-09T11:00:44Z</td>\n",
-       "      <td>Merge pull request #33 from jrob119/3220\\n\\nRelease 3.22.0</td>\n",
-       "      <td>92ae9256e9909b6cef3ed2ad8088bfec63566a1c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/92ae9256e9909b6cef3ed2ad8088bfec63566a1c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/4aea6786955cf3bce6f87d9ce9156e6239420314</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4aea6786955cf3bce6f87d9ce9156e6239420314</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4aea6786955cf3bce6f87d9ce9156e6239420314</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4aea6786955cf3bce6f87d9ce9156e6239420314/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>328aab0e1d08169095c461fb564224a72adf5981</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/328aab0e1d08169095c461fb564224a72adf5981</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/328aab0e1d08169095c461fb564224a72adf5981</td>\n",
-       "      <td>bb822ea4345bd2c8112c9a38b2ff52f740d66fe7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bb822ea4345bd2c8112c9a38b2ff52f740d66fe7</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/bb822ea4345bd2c8112c9a38b2ff52f740d66fe7</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>122</th>\n",
-       "      <td>82db091ca78ba3d56ec7e9ad8ec5b14a2c29e798</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ODJkYjA5MWNhNzhiYTNkNTZlYzdlOWFkOGVjNWIxNGEyYzI5ZTc5OA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-10-09T11:13:51Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-10-09T11:13:51Z</td>\n",
-       "      <td>Release 3.22.0</td>\n",
-       "      <td>3446f6482fed7f85530491fffa1e3f3d48d6c836</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/3446f6482fed7f85530491fffa1e3f3d48d6c836</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/82db091ca78ba3d56ec7e9ad8ec5b14a2c29e798</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/82db091ca78ba3d56ec7e9ad8ec5b14a2c29e798</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/82db091ca78ba3d56ec7e9ad8ec5b14a2c29e798</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/82db091ca78ba3d56ec7e9ad8ec5b14a2c29e798/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>bb822ea4345bd2c8112c9a38b2ff52f740d66fe7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bb822ea4345bd2c8112c9a38b2ff52f740d66fe7</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/bb822ea4345bd2c8112c9a38b2ff52f740d66fe7</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>123</th>\n",
-       "      <td>566ca78947776620ccda7b5739070b1ce5b225fc</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NTY2Y2E3ODk0Nzc3NjYyMGNjZGE3YjU3MzkwNzBiMWNlNWIyMjVmYw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-10-09T11:15:34Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-10-09T11:15:34Z</td>\n",
-       "      <td>Merge pull request #34 from jrob119/3220\\n\\nRelease 3.22.0</td>\n",
-       "      <td>3446f6482fed7f85530491fffa1e3f3d48d6c836</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/3446f6482fed7f85530491fffa1e3f3d48d6c836</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/566ca78947776620ccda7b5739070b1ce5b225fc</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/566ca78947776620ccda7b5739070b1ce5b225fc</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/566ca78947776620ccda7b5739070b1ce5b225fc</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/566ca78947776620ccda7b5739070b1ce5b225fc/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>4aea6786955cf3bce6f87d9ce9156e6239420314</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4aea6786955cf3bce6f87d9ce9156e6239420314</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4aea6786955cf3bce6f87d9ce9156e6239420314</td>\n",
-       "      <td>82db091ca78ba3d56ec7e9ad8ec5b14a2c29e798</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/82db091ca78ba3d56ec7e9ad8ec5b14a2c29e798</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/82db091ca78ba3d56ec7e9ad8ec5b14a2c29e798</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>124</th>\n",
-       "      <td>1ef6c70cae0dd961affcbc3e12378efb28d09e82</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MWVmNmM3MGNhZTBkZDk2MWFmZmNiYzNlMTIzNzhlZmIyOGQwOWU4Mg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-10-12T13:18:45Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-10-12T13:18:45Z</td>\n",
-       "      <td>Release 3.22.0\\n\\nHFE sequences removed from HLA-H files</td>\n",
-       "      <td>adbc868a761db211a72a244ab66ab7ca79a7cf65</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/adbc868a761db211a72a244ab66ab7ca79a7cf65</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/1ef6c70cae0dd961affcbc3e12378efb28d09e82</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1ef6c70cae0dd961affcbc3e12378efb28d09e82</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1ef6c70cae0dd961affcbc3e12378efb28d09e82</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1ef6c70cae0dd961affcbc3e12378efb28d09e82/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>82db091ca78ba3d56ec7e9ad8ec5b14a2c29e798</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/82db091ca78ba3d56ec7e9ad8ec5b14a2c29e798</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/82db091ca78ba3d56ec7e9ad8ec5b14a2c29e798</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>125</th>\n",
-       "      <td>525f63f8f7160bf930c6839c3ae00449c947798d</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NTI1ZjYzZjhmNzE2MGJmOTMwYzY4MzljM2FlMDA0NDljOTQ3Nzk4ZA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-10-12T13:20:15Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-10-12T13:20:15Z</td>\n",
-       "      <td>Merge pull request #35 from jrob119/3220\\n\\nRelease 3.22.0</td>\n",
-       "      <td>adbc868a761db211a72a244ab66ab7ca79a7cf65</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/adbc868a761db211a72a244ab66ab7ca79a7cf65</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/525f63f8f7160bf930c6839c3ae00449c947798d</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/525f63f8f7160bf930c6839c3ae00449c947798d</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/525f63f8f7160bf930c6839c3ae00449c947798d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/525f63f8f7160bf930c6839c3ae00449c947798d/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>566ca78947776620ccda7b5739070b1ce5b225fc</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/566ca78947776620ccda7b5739070b1ce5b225fc</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/566ca78947776620ccda7b5739070b1ce5b225fc</td>\n",
-       "      <td>1ef6c70cae0dd961affcbc3e12378efb28d09e82</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1ef6c70cae0dd961affcbc3e12378efb28d09e82</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1ef6c70cae0dd961affcbc3e12378efb28d09e82</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>126</th>\n",
-       "      <td>5518ee75e215a8a9881173733f9072b1765ac560</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NTUxOGVlNzVlMjE1YThhOTg4MTE3MzczM2Y5MDcyYjE3NjVhYzU2MA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-10-15T12:46:56Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-10-15T12:46:56Z</td>\n",
-       "      <td>Release 3.22.0\\n\\nFix to include DRB5 genomic sequences</td>\n",
-       "      <td>fc44c80eb36acdf288d3dcd293956c773369a945</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/fc44c80eb36acdf288d3dcd293956c773369a945</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/5518ee75e215a8a9881173733f9072b1765ac560</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5518ee75e215a8a9881173733f9072b1765ac560</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5518ee75e215a8a9881173733f9072b1765ac560</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5518ee75e215a8a9881173733f9072b1765ac560/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>1ef6c70cae0dd961affcbc3e12378efb28d09e82</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1ef6c70cae0dd961affcbc3e12378efb28d09e82</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1ef6c70cae0dd961affcbc3e12378efb28d09e82</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>127</th>\n",
-       "      <td>f28b599f12fcaf8ee74c709871c425bc9c516388</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZjI4YjU5OWYxMmZjYWY4ZWU3NGM3MDk4NzFjNDI1YmM5YzUxNjM4OA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-10-15T12:47:31Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-10-15T12:47:31Z</td>\n",
-       "      <td>Merge pull request #36 from jrob119/3220\\n\\nRelease 3.22.0</td>\n",
-       "      <td>fc44c80eb36acdf288d3dcd293956c773369a945</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/fc44c80eb36acdf288d3dcd293956c773369a945</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/f28b599f12fcaf8ee74c709871c425bc9c516388</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f28b599f12fcaf8ee74c709871c425bc9c516388</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f28b599f12fcaf8ee74c709871c425bc9c516388</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f28b599f12fcaf8ee74c709871c425bc9c516388/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>525f63f8f7160bf930c6839c3ae00449c947798d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/525f63f8f7160bf930c6839c3ae00449c947798d</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/525f63f8f7160bf930c6839c3ae00449c947798d</td>\n",
-       "      <td>5518ee75e215a8a9881173733f9072b1765ac560</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5518ee75e215a8a9881173733f9072b1765ac560</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5518ee75e215a8a9881173733f9072b1765ac560</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>128</th>\n",
-       "      <td>c67fe7dfbd506bf0351f2e1a39dcba4011452f27</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YzY3ZmU3ZGZiZDUwNmJmMDM1MWYyZTFhMzlkY2JhNDAxMTQ1MmYyNw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-10-16T16:00:35Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-10-16T16:00:35Z</td>\n",
-       "      <td>Release 3.22.0\\n\\nFix to include the DRB5 genomic sequences and corrected coordinates for\\nB*07:251N and DRB1*14:166N</td>\n",
-       "      <td>150daacb0a90592301e349855b75f30a9cacdd51</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/150daacb0a90592301e349855b75f30a9cacdd51</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/c67fe7dfbd506bf0351f2e1a39dcba4011452f27</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c67fe7dfbd506bf0351f2e1a39dcba4011452f27</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c67fe7dfbd506bf0351f2e1a39dcba4011452f27</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c67fe7dfbd506bf0351f2e1a39dcba4011452f27/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>5518ee75e215a8a9881173733f9072b1765ac560</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5518ee75e215a8a9881173733f9072b1765ac560</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5518ee75e215a8a9881173733f9072b1765ac560</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>129</th>\n",
-       "      <td>c5c0225cdaea47d02951bb1c5c32ce6561bc2491</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YzVjMDIyNWNkYWVhNDdkMDI5NTFiYjFjNWMzMmNlNjU2MWJjMjQ5MQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-10-16T16:01:29Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-10-16T16:01:29Z</td>\n",
-       "      <td>Merge pull request #37 from jrob119/3220\\n\\nRelease 3.22.0</td>\n",
-       "      <td>150daacb0a90592301e349855b75f30a9cacdd51</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/150daacb0a90592301e349855b75f30a9cacdd51</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/c5c0225cdaea47d02951bb1c5c32ce6561bc2491</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c5c0225cdaea47d02951bb1c5c32ce6561bc2491</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c5c0225cdaea47d02951bb1c5c32ce6561bc2491</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c5c0225cdaea47d02951bb1c5c32ce6561bc2491/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>f28b599f12fcaf8ee74c709871c425bc9c516388</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f28b599f12fcaf8ee74c709871c425bc9c516388</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f28b599f12fcaf8ee74c709871c425bc9c516388</td>\n",
-       "      <td>c67fe7dfbd506bf0351f2e1a39dcba4011452f27</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c67fe7dfbd506bf0351f2e1a39dcba4011452f27</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c67fe7dfbd506bf0351f2e1a39dcba4011452f27</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>130</th>\n",
-       "      <td>975fe3fdb5f7a6a603407d8a402e972fd664ce77</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OTc1ZmUzZmRiNWY3YTZhNjAzNDA3ZDhhNDAyZTk3MmZkNjY0Y2U3Nw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-11-11T17:12:40Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-11-11T17:12:40Z</td>\n",
-       "      <td>HLA-H Sequence Correction\\n\\nCorrection to sequence of HLA-H alleles. The sequence section contained\\npart of a file path.</td>\n",
-       "      <td>99980dc60baa84548e9482c28e81a424a782b73a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/99980dc60baa84548e9482c28e81a424a782b73a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/975fe3fdb5f7a6a603407d8a402e972fd664ce77</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/975fe3fdb5f7a6a603407d8a402e972fd664ce77</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/975fe3fdb5f7a6a603407d8a402e972fd664ce77</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/975fe3fdb5f7a6a603407d8a402e972fd664ce77/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>c67fe7dfbd506bf0351f2e1a39dcba4011452f27</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c67fe7dfbd506bf0351f2e1a39dcba4011452f27</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c67fe7dfbd506bf0351f2e1a39dcba4011452f27</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>131</th>\n",
-       "      <td>397ae1dd1e9cedb693e47461a46a2b50786f30a8</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Mzk3YWUxZGQxZTljZWRiNjkzZTQ3NDYxYTQ2YTJiNTA3ODZmMzBhOA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-11-11T17:16:20Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2015-11-11T17:16:20Z</td>\n",
-       "      <td>Merge pull request #38 from jrob119/3220\\n\\nHLA-H Sequence Correction</td>\n",
-       "      <td>99980dc60baa84548e9482c28e81a424a782b73a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/99980dc60baa84548e9482c28e81a424a782b73a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/397ae1dd1e9cedb693e47461a46a2b50786f30a8</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/397ae1dd1e9cedb693e47461a46a2b50786f30a8</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/397ae1dd1e9cedb693e47461a46a2b50786f30a8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/397ae1dd1e9cedb693e47461a46a2b50786f30a8/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>c5c0225cdaea47d02951bb1c5c32ce6561bc2491</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c5c0225cdaea47d02951bb1c5c32ce6561bc2491</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c5c0225cdaea47d02951bb1c5c32ce6561bc2491</td>\n",
-       "      <td>975fe3fdb5f7a6a603407d8a402e972fd664ce77</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/975fe3fdb5f7a6a603407d8a402e972fd664ce77</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/975fe3fdb5f7a6a603407d8a402e972fd664ce77</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>132</th>\n",
-       "      <td>a7ceab2728c280e910169ae14fcdd0b134b7a22a</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YTdjZWFiMjcyOGMyODBlOTEwMTY5YWUxNGZjZGQwYjEzNGI3YTIyYQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-01-19T10:43:35Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-01-19T10:43:35Z</td>\n",
-       "      <td>Release 3.23.0\\n\\nFiles for Release 3.23.0 of the IPD-IMGT/HLA Database</td>\n",
-       "      <td>b5790004580a4ef143b353d8938e8129325a4176</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/b5790004580a4ef143b353d8938e8129325a4176</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/a7ceab2728c280e910169ae14fcdd0b134b7a22a</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a7ceab2728c280e910169ae14fcdd0b134b7a22a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a7ceab2728c280e910169ae14fcdd0b134b7a22a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a7ceab2728c280e910169ae14fcdd0b134b7a22a/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>975fe3fdb5f7a6a603407d8a402e972fd664ce77</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/975fe3fdb5f7a6a603407d8a402e972fd664ce77</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/975fe3fdb5f7a6a603407d8a402e972fd664ce77</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>133</th>\n",
-       "      <td>8406662a52d5c36e3be3d25382fffeca637692ce</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ODQwNjY2MmE1MmQ1YzM2ZTNiZTNkMjUzODJmZmZlY2E2Mzc2OTJjZQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-01-19T12:28:52Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-01-19T12:28:52Z</td>\n",
-       "      <td>Release 3.23.0\\n\\nFiles for Release 3.23.0 of the IPD-IMGT/HLA Database</td>\n",
-       "      <td>08590e6afcdd2eb0012b1f2537193a50ce5f07da</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/08590e6afcdd2eb0012b1f2537193a50ce5f07da</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/8406662a52d5c36e3be3d25382fffeca637692ce</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8406662a52d5c36e3be3d25382fffeca637692ce</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8406662a52d5c36e3be3d25382fffeca637692ce</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8406662a52d5c36e3be3d25382fffeca637692ce/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>a7ceab2728c280e910169ae14fcdd0b134b7a22a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a7ceab2728c280e910169ae14fcdd0b134b7a22a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a7ceab2728c280e910169ae14fcdd0b134b7a22a</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>134</th>\n",
-       "      <td>cf890c54b1cb079796f39034131ab7d16d961ade</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Y2Y4OTBjNTRiMWNiMDc5Nzk2ZjM5MDM0MTMxYWI3ZDE2ZDk2MWFkZQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-01-19T12:35:11Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-01-19T12:35:11Z</td>\n",
-       "      <td>Merge pull request #39 from jrob119/3230\\n\\n3230</td>\n",
-       "      <td>08590e6afcdd2eb0012b1f2537193a50ce5f07da</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/08590e6afcdd2eb0012b1f2537193a50ce5f07da</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/cf890c54b1cb079796f39034131ab7d16d961ade</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cf890c54b1cb079796f39034131ab7d16d961ade</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cf890c54b1cb079796f39034131ab7d16d961ade</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cf890c54b1cb079796f39034131ab7d16d961ade/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>397ae1dd1e9cedb693e47461a46a2b50786f30a8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/397ae1dd1e9cedb693e47461a46a2b50786f30a8</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/397ae1dd1e9cedb693e47461a46a2b50786f30a8</td>\n",
-       "      <td>8406662a52d5c36e3be3d25382fffeca637692ce</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8406662a52d5c36e3be3d25382fffeca637692ce</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8406662a52d5c36e3be3d25382fffeca637692ce</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>135</th>\n",
-       "      <td>301f14b040fe71ddaf3b3c2d82a9f018acc3ac08</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MzAxZjE0YjA0MGZlNzFkZGFmM2IzYzJkODJhOWYwMThhY2MzYWMwOA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-01-19T12:42:17Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-01-19T12:42:17Z</td>\n",
-       "      <td>Release 3.23.0\\n\\nFiles for Release 3.23.0 of the IPD-IMGT/HLA Database</td>\n",
-       "      <td>09f241881e1c3b40229821bc768c1d58953359a4</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/09f241881e1c3b40229821bc768c1d58953359a4</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/301f14b040fe71ddaf3b3c2d82a9f018acc3ac08</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/301f14b040fe71ddaf3b3c2d82a9f018acc3ac08</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/301f14b040fe71ddaf3b3c2d82a9f018acc3ac08</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/301f14b040fe71ddaf3b3c2d82a9f018acc3ac08/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>8406662a52d5c36e3be3d25382fffeca637692ce</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8406662a52d5c36e3be3d25382fffeca637692ce</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8406662a52d5c36e3be3d25382fffeca637692ce</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>136</th>\n",
-       "      <td>239b59523b85571fcc95584c9e3ae8962ea18dfc</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MjM5YjU5NTIzYjg1NTcxZmNjOTU1ODRjOWUzYWU4OTYyZWExOGRmYw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-01-19T12:44:35Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-01-19T12:44:35Z</td>\n",
-       "      <td>Merge pull request #40 from jrob119/3230\\n\\nRelease 3.23.0</td>\n",
-       "      <td>09f241881e1c3b40229821bc768c1d58953359a4</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/09f241881e1c3b40229821bc768c1d58953359a4</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/239b59523b85571fcc95584c9e3ae8962ea18dfc</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/239b59523b85571fcc95584c9e3ae8962ea18dfc</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/239b59523b85571fcc95584c9e3ae8962ea18dfc</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/239b59523b85571fcc95584c9e3ae8962ea18dfc/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>cf890c54b1cb079796f39034131ab7d16d961ade</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cf890c54b1cb079796f39034131ab7d16d961ade</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cf890c54b1cb079796f39034131ab7d16d961ade</td>\n",
-       "      <td>301f14b040fe71ddaf3b3c2d82a9f018acc3ac08</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/301f14b040fe71ddaf3b3c2d82a9f018acc3ac08</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/301f14b040fe71ddaf3b3c2d82a9f018acc3ac08</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>137</th>\n",
-       "      <td>d2fa905f97c12bdc052422c2bd0612e4febc7296</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZDJmYTkwNWY5N2MxMmJkYzA1MjQyMmMyYmQwNjEyZTRmZWJjNzI5Ng==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-01-20T14:39:42Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-01-20T14:39:42Z</td>\n",
-       "      <td>Release 3.23.0\\n\\nUpdate to README and removal of duplicate DRB3,4,5 sequences in XML\\nformatted file.</td>\n",
-       "      <td>2290677a29f0e3df7190f79847522a7ba0d5b17c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/2290677a29f0e3df7190f79847522a7ba0d5b17c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/d2fa905f97c12bdc052422c2bd0612e4febc7296</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d2fa905f97c12bdc052422c2bd0612e4febc7296</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d2fa905f97c12bdc052422c2bd0612e4febc7296</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d2fa905f97c12bdc052422c2bd0612e4febc7296/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>301f14b040fe71ddaf3b3c2d82a9f018acc3ac08</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/301f14b040fe71ddaf3b3c2d82a9f018acc3ac08</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/301f14b040fe71ddaf3b3c2d82a9f018acc3ac08</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>138</th>\n",
-       "      <td>f1539b31f9a8d733e67f5d8216741cb2bad78ea6</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZjE1MzliMzFmOWE4ZDczM2U2N2Y1ZDgyMTY3NDFjYjJiYWQ3OGVhNg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-01-20T16:22:42Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-01-20T16:22:42Z</td>\n",
-       "      <td>Merge pull request #41 from jrob119/3230\\n\\nRelease 3.23.0</td>\n",
-       "      <td>2290677a29f0e3df7190f79847522a7ba0d5b17c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/2290677a29f0e3df7190f79847522a7ba0d5b17c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/f1539b31f9a8d733e67f5d8216741cb2bad78ea6</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f1539b31f9a8d733e67f5d8216741cb2bad78ea6</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f1539b31f9a8d733e67f5d8216741cb2bad78ea6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f1539b31f9a8d733e67f5d8216741cb2bad78ea6/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>239b59523b85571fcc95584c9e3ae8962ea18dfc</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/239b59523b85571fcc95584c9e3ae8962ea18dfc</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/239b59523b85571fcc95584c9e3ae8962ea18dfc</td>\n",
-       "      <td>d2fa905f97c12bdc052422c2bd0612e4febc7296</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d2fa905f97c12bdc052422c2bd0612e4febc7296</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d2fa905f97c12bdc052422c2bd0612e4febc7296</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>139</th>\n",
-       "      <td>956dca426d7762aec9b4b6b2c44aecc737497b90</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OTU2ZGNhNDI2ZDc3NjJhZWM5YjRiNmIyYzQ0YWVjYzczNzQ5N2I5MA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-02-01T14:53:57Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-02-01T14:53:57Z</td>\n",
-       "      <td>Release 3.23.0 Update\\n\\nAddition of data for some HLA-F alleles.</td>\n",
-       "      <td>646aa36da8c6d5deefd754f098d0bd46dee82377</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/646aa36da8c6d5deefd754f098d0bd46dee82377</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/956dca426d7762aec9b4b6b2c44aecc737497b90</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/956dca426d7762aec9b4b6b2c44aecc737497b90</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/956dca426d7762aec9b4b6b2c44aecc737497b90</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/956dca426d7762aec9b4b6b2c44aecc737497b90/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>d2fa905f97c12bdc052422c2bd0612e4febc7296</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d2fa905f97c12bdc052422c2bd0612e4febc7296</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d2fa905f97c12bdc052422c2bd0612e4febc7296</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>140</th>\n",
-       "      <td>4b66442c897537b96a6cfb3ab1febb9a1edd135d</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NGI2NjQ0MmM4OTc1MzdiOTZhNmNmYjNhYjFmZWJiOWExZWRkMTM1ZA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-02-01T14:55:24Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-02-01T14:55:24Z</td>\n",
-       "      <td>Merge pull request #42 from jrob119/3230\\n\\nRelease 3.23.0 Update</td>\n",
-       "      <td>646aa36da8c6d5deefd754f098d0bd46dee82377</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/646aa36da8c6d5deefd754f098d0bd46dee82377</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/4b66442c897537b96a6cfb3ab1febb9a1edd135d</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4b66442c897537b96a6cfb3ab1febb9a1edd135d</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4b66442c897537b96a6cfb3ab1febb9a1edd135d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4b66442c897537b96a6cfb3ab1febb9a1edd135d/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>f1539b31f9a8d733e67f5d8216741cb2bad78ea6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f1539b31f9a8d733e67f5d8216741cb2bad78ea6</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f1539b31f9a8d733e67f5d8216741cb2bad78ea6</td>\n",
-       "      <td>956dca426d7762aec9b4b6b2c44aecc737497b90</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/956dca426d7762aec9b4b6b2c44aecc737497b90</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/956dca426d7762aec9b4b6b2c44aecc737497b90</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>141</th>\n",
-       "      <td>54260ae30292eab4c5b6cd04e9c9f40a5f733209</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NTQyNjBhZTMwMjkyZWFiNGM1YjZjZDA0ZTljOWY0MGE1ZjczMzIwOQ==</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-02-09T11:17:59Z</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-02-09T11:17:59Z</td>\n",
-       "      <td>Release 3.23.0\\n\\nUpdate to hla.dat file to include DRB1 genomic sequences.</td>\n",
-       "      <td>0d5a07bd78cfa8240075a4936796e5ec92951926</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/0d5a07bd78cfa8240075a4936796e5ec92951926</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/54260ae30292eab4c5b6cd04e9c9f40a5f733209</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/54260ae30292eab4c5b6cd04e9c9f40a5f733209</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/54260ae30292eab4c5b6cd04e9c9f40a5f733209</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/54260ae30292eab4c5b6cd04e9c9f40a5f733209/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>956dca426d7762aec9b4b6b2c44aecc737497b90</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/956dca426d7762aec9b4b6b2c44aecc737497b90</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/956dca426d7762aec9b4b6b2c44aecc737497b90</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>142</th>\n",
-       "      <td>03972a0cf53d221118ad22fb6a8c35bdd7bc8c8b</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDM5NzJhMGNmNTNkMjIxMTE4YWQyMmZiNmE4YzM1YmRkN2JjOGM4Yg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-02-09T11:18:33Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-02-09T11:18:33Z</td>\n",
-       "      <td>Merge pull request #43 from jrob119/3230\\n\\nRelease 3.23.0</td>\n",
-       "      <td>0d5a07bd78cfa8240075a4936796e5ec92951926</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/0d5a07bd78cfa8240075a4936796e5ec92951926</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/03972a0cf53d221118ad22fb6a8c35bdd7bc8c8b</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/03972a0cf53d221118ad22fb6a8c35bdd7bc8c8b</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/03972a0cf53d221118ad22fb6a8c35bdd7bc8c8b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/03972a0cf53d221118ad22fb6a8c35bdd7bc8c8b/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>4b66442c897537b96a6cfb3ab1febb9a1edd135d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4b66442c897537b96a6cfb3ab1febb9a1edd135d</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4b66442c897537b96a6cfb3ab1febb9a1edd135d</td>\n",
-       "      <td>54260ae30292eab4c5b6cd04e9c9f40a5f733209</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/54260ae30292eab4c5b6cd04e9c9f40a5f733209</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/54260ae30292eab4c5b6cd04e9c9f40a5f733209</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>143</th>\n",
-       "      <td>a4a8961cded408cce9f2479f1b8e31dc2320be35</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YTRhODk2MWNkZWQ0MDhjY2U5ZjI0NzlmMWI4ZTMxZGMyMzIwYmUzNQ==</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-02-10T10:55:33Z</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-02-10T10:55:33Z</td>\n",
-       "      <td>Release 3.23.0\\n\\nUpdate to include missing DRB genomic sequences</td>\n",
-       "      <td>65f658507e8c545a564418c5affcf6bd2b82f5bb</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/65f658507e8c545a564418c5affcf6bd2b82f5bb</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/a4a8961cded408cce9f2479f1b8e31dc2320be35</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a4a8961cded408cce9f2479f1b8e31dc2320be35</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a4a8961cded408cce9f2479f1b8e31dc2320be35</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a4a8961cded408cce9f2479f1b8e31dc2320be35/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>54260ae30292eab4c5b6cd04e9c9f40a5f733209</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/54260ae30292eab4c5b6cd04e9c9f40a5f733209</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/54260ae30292eab4c5b6cd04e9c9f40a5f733209</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>144</th>\n",
-       "      <td>89e34862a183428e57cfb2adfe34024e885f80c7</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ODllMzQ4NjJhMTgzNDI4ZTU3Y2ZiMmFkZmUzNDAyNGU4ODVmODBjNw==</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-02-10T10:57:01Z</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-02-10T10:57:01Z</td>\n",
-       "      <td>Release 3.23.0\\n\\nUpdate to include missing DRB genomic sequences</td>\n",
-       "      <td>1a373861399ed0b542cd26b3a8ad434a65eff947</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/1a373861399ed0b542cd26b3a8ad434a65eff947</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/89e34862a183428e57cfb2adfe34024e885f80c7</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/89e34862a183428e57cfb2adfe34024e885f80c7</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/89e34862a183428e57cfb2adfe34024e885f80c7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/89e34862a183428e57cfb2adfe34024e885f80c7/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>a4a8961cded408cce9f2479f1b8e31dc2320be35</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a4a8961cded408cce9f2479f1b8e31dc2320be35</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a4a8961cded408cce9f2479f1b8e31dc2320be35</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>145</th>\n",
-       "      <td>a019e043e3aaa4c6d3deb42d7549dfd76a262859</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YTAxOWUwNDNlM2FhYTRjNmQzZGViNDJkNzU0OWRmZDc2YTI2Mjg1OQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-02-10T10:59:26Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-02-10T10:59:26Z</td>\n",
-       "      <td>Merge pull request #45 from jrob119/3230\\n\\n3230</td>\n",
-       "      <td>1a373861399ed0b542cd26b3a8ad434a65eff947</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/1a373861399ed0b542cd26b3a8ad434a65eff947</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/a019e043e3aaa4c6d3deb42d7549dfd76a262859</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a019e043e3aaa4c6d3deb42d7549dfd76a262859</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a019e043e3aaa4c6d3deb42d7549dfd76a262859</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a019e043e3aaa4c6d3deb42d7549dfd76a262859/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>03972a0cf53d221118ad22fb6a8c35bdd7bc8c8b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/03972a0cf53d221118ad22fb6a8c35bdd7bc8c8b</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/03972a0cf53d221118ad22fb6a8c35bdd7bc8c8b</td>\n",
-       "      <td>89e34862a183428e57cfb2adfe34024e885f80c7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/89e34862a183428e57cfb2adfe34024e885f80c7</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/89e34862a183428e57cfb2adfe34024e885f80c7</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>146</th>\n",
-       "      <td>5d18a91dcab45d288991ce287e10de01f9b86c8e</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NWQxOGE5MWRjYWI0NWQyODg5OTFjZTI4N2UxMGRlMDFmOWI4NmM4ZQ==</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-02-19T12:36:15Z</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-02-19T12:36:15Z</td>\n",
-       "      <td>Release 3.23.0 HL7 Update\\n\\nISO Standardised HL7 OIDs added</td>\n",
-       "      <td>665137da33e27eff4a2ab0381a9bf9b5705797a4</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/665137da33e27eff4a2ab0381a9bf9b5705797a4</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/5d18a91dcab45d288991ce287e10de01f9b86c8e</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5d18a91dcab45d288991ce287e10de01f9b86c8e</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5d18a91dcab45d288991ce287e10de01f9b86c8e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5d18a91dcab45d288991ce287e10de01f9b86c8e/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>89e34862a183428e57cfb2adfe34024e885f80c7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/89e34862a183428e57cfb2adfe34024e885f80c7</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/89e34862a183428e57cfb2adfe34024e885f80c7</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>147</th>\n",
-       "      <td>0b7b76b1a10d097df526a20d7beba8202286f0c4</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MGI3Yjc2YjFhMTBkMDk3ZGY1MjZhMjBkN2JlYmE4MjAyMjg2ZjBjNA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-02-19T12:37:02Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-02-19T12:37:02Z</td>\n",
-       "      <td>Merge pull request #46 from jrob119/3230\\n\\nRelease 3.23.0 HL7 Update</td>\n",
-       "      <td>665137da33e27eff4a2ab0381a9bf9b5705797a4</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/665137da33e27eff4a2ab0381a9bf9b5705797a4</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/0b7b76b1a10d097df526a20d7beba8202286f0c4</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0b7b76b1a10d097df526a20d7beba8202286f0c4</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0b7b76b1a10d097df526a20d7beba8202286f0c4</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0b7b76b1a10d097df526a20d7beba8202286f0c4/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>a019e043e3aaa4c6d3deb42d7549dfd76a262859</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a019e043e3aaa4c6d3deb42d7549dfd76a262859</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a019e043e3aaa4c6d3deb42d7549dfd76a262859</td>\n",
-       "      <td>5d18a91dcab45d288991ce287e10de01f9b86c8e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5d18a91dcab45d288991ce287e10de01f9b86c8e</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5d18a91dcab45d288991ce287e10de01f9b86c8e</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>148</th>\n",
-       "      <td>8de644858386b234999018cfd609463cc6ccd1bd</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OGRlNjQ0ODU4Mzg2YjIzNDk5OTAxOGNmZDYwOTQ2M2NjNmNjZDFiZA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-02-19T12:45:20Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-02-19T12:45:20Z</td>\n",
-       "      <td>Update README.md</td>\n",
-       "      <td>f177ec9dfe69ceae47bdb37efcd3d4a3a312495f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/f177ec9dfe69ceae47bdb37efcd3d4a3a312495f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/8de644858386b234999018cfd609463cc6ccd1bd</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8de644858386b234999018cfd609463cc6ccd1bd</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8de644858386b234999018cfd609463cc6ccd1bd</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8de644858386b234999018cfd609463cc6ccd1bd/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>5d18a91dcab45d288991ce287e10de01f9b86c8e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5d18a91dcab45d288991ce287e10de01f9b86c8e</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5d18a91dcab45d288991ce287e10de01f9b86c8e</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>149</th>\n",
-       "      <td>31e43a2f31e0450d6d6c93a0c458f6482416c795</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MzFlNDNhMmYzMWUwNDUwZDZkNmM5M2EwYzQ1OGY2NDgyNDE2Yzc5NQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-02-19T12:45:40Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-02-19T12:45:40Z</td>\n",
-       "      <td>Update README.md</td>\n",
-       "      <td>39d00fb7d709b5d5871a2037712a44f452aa0e4d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/39d00fb7d709b5d5871a2037712a44f452aa0e4d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/31e43a2f31e0450d6d6c93a0c458f6482416c795</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/31e43a2f31e0450d6d6c93a0c458f6482416c795</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/31e43a2f31e0450d6d6c93a0c458f6482416c795</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/31e43a2f31e0450d6d6c93a0c458f6482416c795/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>8de644858386b234999018cfd609463cc6ccd1bd</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8de644858386b234999018cfd609463cc6ccd1bd</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8de644858386b234999018cfd609463cc6ccd1bd</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>150</th>\n",
-       "      <td>4a4dc60ea5af3fc870e23f6a21c4358c5f5a2f50</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NGE0ZGM2MGVhNWFmM2ZjODcwZTIzZjZhMjFjNDM1OGM1ZjVhMmY1MA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-02-19T12:45:58Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-02-19T12:45:58Z</td>\n",
-       "      <td>Update README.md</td>\n",
-       "      <td>391467a4ef3276a9c3b66a26131a16f78ec2d3ea</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/391467a4ef3276a9c3b66a26131a16f78ec2d3ea</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/4a4dc60ea5af3fc870e23f6a21c4358c5f5a2f50</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4a4dc60ea5af3fc870e23f6a21c4358c5f5a2f50</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4a4dc60ea5af3fc870e23f6a21c4358c5f5a2f50</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4a4dc60ea5af3fc870e23f6a21c4358c5f5a2f50/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>31e43a2f31e0450d6d6c93a0c458f6482416c795</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/31e43a2f31e0450d6d6c93a0c458f6482416c795</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/31e43a2f31e0450d6d6c93a0c458f6482416c795</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>151</th>\n",
-       "      <td>fb4f942af950aaede9111853f3623393f8dfbeba</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZmI0Zjk0MmFmOTUwYWFlZGU5MTExODUzZjM2MjMzOTNmOGRmYmViYQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-02-19T12:46:12Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-02-19T12:46:12Z</td>\n",
-       "      <td>Update README.md</td>\n",
-       "      <td>71c3c88e93f551117f0017107dc690757514d295</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/71c3c88e93f551117f0017107dc690757514d295</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/fb4f942af950aaede9111853f3623393f8dfbeba</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fb4f942af950aaede9111853f3623393f8dfbeba</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/fb4f942af950aaede9111853f3623393f8dfbeba</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fb4f942af950aaede9111853f3623393f8dfbeba/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>4a4dc60ea5af3fc870e23f6a21c4358c5f5a2f50</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4a4dc60ea5af3fc870e23f6a21c4358c5f5a2f50</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4a4dc60ea5af3fc870e23f6a21c4358c5f5a2f50</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>152</th>\n",
-       "      <td>dc373c05432b0862847b64053524cad676a624c1</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZGMzNzNjMDU0MzJiMDg2Mjg0N2I2NDA1MzUyNGNhZDY3NmE2MjRjMQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-02-19T12:47:04Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-02-19T12:47:04Z</td>\n",
-       "      <td>Update README.md</td>\n",
-       "      <td>4e00b57fba9f597485bdea6f93a40473686e2127</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/4e00b57fba9f597485bdea6f93a40473686e2127</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/dc373c05432b0862847b64053524cad676a624c1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/dc373c05432b0862847b64053524cad676a624c1</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/dc373c05432b0862847b64053524cad676a624c1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/dc373c05432b0862847b64053524cad676a624c1/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>fb4f942af950aaede9111853f3623393f8dfbeba</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fb4f942af950aaede9111853f3623393f8dfbeba</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/fb4f942af950aaede9111853f3623393f8dfbeba</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>153</th>\n",
-       "      <td>085cf28c84337e84d3c821fec281f159193501c7</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDg1Y2YyOGM4NDMzN2U4NGQzYzgyMWZlYzI4MWYxNTkxOTM1MDFjNw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-02-19T12:47:26Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-02-19T12:47:26Z</td>\n",
-       "      <td>Merge pull request #47 from jrob119/3230\\n\\n3230</td>\n",
-       "      <td>4e00b57fba9f597485bdea6f93a40473686e2127</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/4e00b57fba9f597485bdea6f93a40473686e2127</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/085cf28c84337e84d3c821fec281f159193501c7</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/085cf28c84337e84d3c821fec281f159193501c7</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/085cf28c84337e84d3c821fec281f159193501c7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/085cf28c84337e84d3c821fec281f159193501c7/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>0b7b76b1a10d097df526a20d7beba8202286f0c4</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0b7b76b1a10d097df526a20d7beba8202286f0c4</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0b7b76b1a10d097df526a20d7beba8202286f0c4</td>\n",
-       "      <td>dc373c05432b0862847b64053524cad676a624c1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/dc373c05432b0862847b64053524cad676a624c1</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/dc373c05432b0862847b64053524cad676a624c1</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>154</th>\n",
-       "      <td>930ed78dd5a00c7190d4f743bbda0ae389a95fae</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OTMwZWQ3OGRkNWEwMGM3MTkwZDRmNzQzYmJkYTBhZTM4OWE5NWZhZQ==</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-02-22T14:29:44Z</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-02-22T14:29:50Z</td>\n",
-       "      <td>Release 3.23.0 Update\\n\\nMissing Group IDs added and single allele G Groups i.e. A*24:02:34\\nincluded in to file.</td>\n",
-       "      <td>3cc862e4d1a7e3683fcf5a46f56c735356c70b95</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/3cc862e4d1a7e3683fcf5a46f56c735356c70b95</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/930ed78dd5a00c7190d4f743bbda0ae389a95fae</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/930ed78dd5a00c7190d4f743bbda0ae389a95fae</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/930ed78dd5a00c7190d4f743bbda0ae389a95fae</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/930ed78dd5a00c7190d4f743bbda0ae389a95fae/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>dc373c05432b0862847b64053524cad676a624c1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/dc373c05432b0862847b64053524cad676a624c1</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/dc373c05432b0862847b64053524cad676a624c1</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>155</th>\n",
-       "      <td>cdeaf405d3a1c1537e1b9cc0d7ab1dbffb0b653c</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Y2RlYWY0MDVkM2ExYzE1MzdlMWI5Y2MwZDdhYjFkYmZmYjBiNjUzYw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-02-22T14:36:39Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-02-22T14:36:39Z</td>\n",
-       "      <td>Merge pull request #48 from jrob119/3230\\n\\nRelease 3.23.0 Update</td>\n",
-       "      <td>3cc862e4d1a7e3683fcf5a46f56c735356c70b95</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/3cc862e4d1a7e3683fcf5a46f56c735356c70b95</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/cdeaf405d3a1c1537e1b9cc0d7ab1dbffb0b653c</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cdeaf405d3a1c1537e1b9cc0d7ab1dbffb0b653c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cdeaf405d3a1c1537e1b9cc0d7ab1dbffb0b653c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cdeaf405d3a1c1537e1b9cc0d7ab1dbffb0b653c/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>085cf28c84337e84d3c821fec281f159193501c7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/085cf28c84337e84d3c821fec281f159193501c7</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/085cf28c84337e84d3c821fec281f159193501c7</td>\n",
-       "      <td>930ed78dd5a00c7190d4f743bbda0ae389a95fae</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/930ed78dd5a00c7190d4f743bbda0ae389a95fae</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/930ed78dd5a00c7190d4f743bbda0ae389a95fae</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>156</th>\n",
-       "      <td>1d3608f1e7b32568c150db11b9e30716434e1fb3</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MWQzNjA4ZjFlN2IzMjU2OGMxNTBkYjExYjllMzA3MTY0MzRlMWZiMw==</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-04-13T15:34:48Z</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-04-13T15:34:48Z</td>\n",
-       "      <td>Release 3.24.0 Update\\n\\nFiles for Release 3.24.0 of the IPD-IMGT/HLA Database</td>\n",
-       "      <td>cb322722b71b90c508f7dcca7d3aabc21a85bb58</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/cb322722b71b90c508f7dcca7d3aabc21a85bb58</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/1d3608f1e7b32568c150db11b9e30716434e1fb3</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1d3608f1e7b32568c150db11b9e30716434e1fb3</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1d3608f1e7b32568c150db11b9e30716434e1fb3</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1d3608f1e7b32568c150db11b9e30716434e1fb3/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>930ed78dd5a00c7190d4f743bbda0ae389a95fae</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/930ed78dd5a00c7190d4f743bbda0ae389a95fae</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/930ed78dd5a00c7190d4f743bbda0ae389a95fae</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>157</th>\n",
-       "      <td>2313e0f9e830e72fcba7d4444caabb512060fad1</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MjMxM2UwZjllODMwZTcyZmNiYTdkNDQ0NGNhYWJiNTEyMDYwZmFkMQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-04-14T08:31:24Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-04-14T08:31:24Z</td>\n",
-       "      <td>Merge pull request #49 from jrob119/Latest\\n\\nRelease 3.24.0</td>\n",
-       "      <td>cb322722b71b90c508f7dcca7d3aabc21a85bb58</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/cb322722b71b90c508f7dcca7d3aabc21a85bb58</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/2313e0f9e830e72fcba7d4444caabb512060fad1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2313e0f9e830e72fcba7d4444caabb512060fad1</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2313e0f9e830e72fcba7d4444caabb512060fad1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2313e0f9e830e72fcba7d4444caabb512060fad1/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>1d3608f1e7b32568c150db11b9e30716434e1fb3</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1d3608f1e7b32568c150db11b9e30716434e1fb3</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1d3608f1e7b32568c150db11b9e30716434e1fb3</td>\n",
-       "      <td>cdeaf405d3a1c1537e1b9cc0d7ab1dbffb0b653c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cdeaf405d3a1c1537e1b9cc0d7ab1dbffb0b653c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cdeaf405d3a1c1537e1b9cc0d7ab1dbffb0b653c</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>158</th>\n",
-       "      <td>1dd719c70ec1d0eb3ca15abe6c50b7ccf8c2c998</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MWRkNzE5YzcwZWMxZDBlYjNjYTE1YWJlNmM1MGI3Y2NmOGMyYzk5OA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-04-14T08:32:56Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-04-14T08:32:56Z</td>\n",
-       "      <td>Merge pull request #51 from jrob119/3240\\n\\nRelease 3.24.0</td>\n",
-       "      <td>cb322722b71b90c508f7dcca7d3aabc21a85bb58</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/cb322722b71b90c508f7dcca7d3aabc21a85bb58</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/1dd719c70ec1d0eb3ca15abe6c50b7ccf8c2c998</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1dd719c70ec1d0eb3ca15abe6c50b7ccf8c2c998</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1dd719c70ec1d0eb3ca15abe6c50b7ccf8c2c998</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1dd719c70ec1d0eb3ca15abe6c50b7ccf8c2c998/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>cdeaf405d3a1c1537e1b9cc0d7ab1dbffb0b653c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cdeaf405d3a1c1537e1b9cc0d7ab1dbffb0b653c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cdeaf405d3a1c1537e1b9cc0d7ab1dbffb0b653c</td>\n",
-       "      <td>2313e0f9e830e72fcba7d4444caabb512060fad1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2313e0f9e830e72fcba7d4444caabb512060fad1</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2313e0f9e830e72fcba7d4444caabb512060fad1</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>159</th>\n",
-       "      <td>cfb6db3de7f3a7e76d88467271541ff0cc8fbca1</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Y2ZiNmRiM2RlN2YzYTdlNzZkODg0NjcyNzE1NDFmZjBjYzhmYmNhMQ==</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-04-14T08:35:17Z</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-04-14T08:35:30Z</td>\n",
-       "      <td>Release 3.24.0\\n\\nFiles for Release 3.24.0 of the IPD-IMGT/HLA Database</td>\n",
-       "      <td>0820c2fc36abcfb144f22d076fbec1974c3bba9e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/0820c2fc36abcfb144f22d076fbec1974c3bba9e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/cfb6db3de7f3a7e76d88467271541ff0cc8fbca1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cfb6db3de7f3a7e76d88467271541ff0cc8fbca1</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cfb6db3de7f3a7e76d88467271541ff0cc8fbca1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cfb6db3de7f3a7e76d88467271541ff0cc8fbca1/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>2313e0f9e830e72fcba7d4444caabb512060fad1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2313e0f9e830e72fcba7d4444caabb512060fad1</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2313e0f9e830e72fcba7d4444caabb512060fad1</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>160</th>\n",
-       "      <td>d9a85b2ea7bf39d20d6a2062d9aa23c7cc4895fc</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZDlhODViMmVhN2JmMzlkMjBkNmEyMDYyZDlhYTIzYzdjYzQ4OTVmYw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-04-14T08:36:01Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-04-14T08:36:01Z</td>\n",
-       "      <td>Merge pull request #52 from jrob119/3240\\n\\nRelease 3.24.0</td>\n",
-       "      <td>0820c2fc36abcfb144f22d076fbec1974c3bba9e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/0820c2fc36abcfb144f22d076fbec1974c3bba9e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/d9a85b2ea7bf39d20d6a2062d9aa23c7cc4895fc</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d9a85b2ea7bf39d20d6a2062d9aa23c7cc4895fc</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d9a85b2ea7bf39d20d6a2062d9aa23c7cc4895fc</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d9a85b2ea7bf39d20d6a2062d9aa23c7cc4895fc/comments</td>\n",
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-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>1dd719c70ec1d0eb3ca15abe6c50b7ccf8c2c998</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1dd719c70ec1d0eb3ca15abe6c50b7ccf8c2c998</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1dd719c70ec1d0eb3ca15abe6c50b7ccf8c2c998</td>\n",
-       "      <td>cfb6db3de7f3a7e76d88467271541ff0cc8fbca1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cfb6db3de7f3a7e76d88467271541ff0cc8fbca1</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cfb6db3de7f3a7e76d88467271541ff0cc8fbca1</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>161</th>\n",
-       "      <td>059daf7439b541a96ee814460f9764df45a2393b</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDU5ZGFmNzQzOWI1NDFhOTZlZTgxNDQ2MGY5NzY0ZGY0NWEyMzkzYg==</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-04-15T15:21:37Z</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-04-15T15:21:37Z</td>\n",
-       "      <td>Release 3.24.0 Update\\n\\nAmendments to wmda/hla_nom.txt file, the ’Deleted Antigen/Allele\\nIdentical to’ column for Cw1401\\nand DRB112031 was updated</td>\n",
-       "      <td>2ddbf42510b3ac586adbae8c66d51bc2a80f40df</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/2ddbf42510b3ac586adbae8c66d51bc2a80f40df</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/059daf7439b541a96ee814460f9764df45a2393b</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/059daf7439b541a96ee814460f9764df45a2393b</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/059daf7439b541a96ee814460f9764df45a2393b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/059daf7439b541a96ee814460f9764df45a2393b/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>cfb6db3de7f3a7e76d88467271541ff0cc8fbca1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cfb6db3de7f3a7e76d88467271541ff0cc8fbca1</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cfb6db3de7f3a7e76d88467271541ff0cc8fbca1</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>162</th>\n",
-       "      <td>2812ababfb97e4cb43c13f17e40e292560ac633c</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MjgxMmFiYWJmYjk3ZTRjYjQzYzEzZjE3ZTQwZTI5MjU2MGFjNjMzYw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-04-15T15:21:54Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-04-15T15:21:54Z</td>\n",
-       "      <td>Merge pull request #53 from jrob119/3240\\n\\nRelease 3.24.0 Update</td>\n",
-       "      <td>2ddbf42510b3ac586adbae8c66d51bc2a80f40df</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/2ddbf42510b3ac586adbae8c66d51bc2a80f40df</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/2812ababfb97e4cb43c13f17e40e292560ac633c</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2812ababfb97e4cb43c13f17e40e292560ac633c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2812ababfb97e4cb43c13f17e40e292560ac633c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2812ababfb97e4cb43c13f17e40e292560ac633c/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>d9a85b2ea7bf39d20d6a2062d9aa23c7cc4895fc</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d9a85b2ea7bf39d20d6a2062d9aa23c7cc4895fc</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d9a85b2ea7bf39d20d6a2062d9aa23c7cc4895fc</td>\n",
-       "      <td>059daf7439b541a96ee814460f9764df45a2393b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/059daf7439b541a96ee814460f9764df45a2393b</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/059daf7439b541a96ee814460f9764df45a2393b</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>163</th>\n",
-       "      <td>d709ecc8960232754a592b2f442126f8a905e5c9</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZDcwOWVjYzg5NjAyMzI3NTRhNTkyYjJmNDQyMTI2ZjhhOTA1ZTVjOQ==</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-04-15T15:35:32Z</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-04-15T15:35:32Z</td>\n",
-       "      <td>Release 3.24.0 Update\\n\\nRemoval of duplicate DRB345 entries from hla.xml file</td>\n",
-       "      <td>14601e2b0ad2deec6b4798e8b5354d8bd3df4677</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/14601e2b0ad2deec6b4798e8b5354d8bd3df4677</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/d709ecc8960232754a592b2f442126f8a905e5c9</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d709ecc8960232754a592b2f442126f8a905e5c9</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d709ecc8960232754a592b2f442126f8a905e5c9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d709ecc8960232754a592b2f442126f8a905e5c9/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>059daf7439b541a96ee814460f9764df45a2393b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/059daf7439b541a96ee814460f9764df45a2393b</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/059daf7439b541a96ee814460f9764df45a2393b</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>164</th>\n",
-       "      <td>40478a1aa8f6629903e5d2b10ec2f60af03eb3e1</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NDA0NzhhMWFhOGY2NjI5OTAzZTVkMmIxMGVjMmY2MGFmMDNlYjNlMQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-04-15T15:35:58Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-04-15T15:35:58Z</td>\n",
-       "      <td>Merge pull request #54 from jrob119/3240\\n\\nRelease 3.24.0 Update</td>\n",
-       "      <td>14601e2b0ad2deec6b4798e8b5354d8bd3df4677</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/14601e2b0ad2deec6b4798e8b5354d8bd3df4677</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/40478a1aa8f6629903e5d2b10ec2f60af03eb3e1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/40478a1aa8f6629903e5d2b10ec2f60af03eb3e1</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/40478a1aa8f6629903e5d2b10ec2f60af03eb3e1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/40478a1aa8f6629903e5d2b10ec2f60af03eb3e1/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>2812ababfb97e4cb43c13f17e40e292560ac633c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2812ababfb97e4cb43c13f17e40e292560ac633c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2812ababfb97e4cb43c13f17e40e292560ac633c</td>\n",
-       "      <td>d709ecc8960232754a592b2f442126f8a905e5c9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d709ecc8960232754a592b2f442126f8a905e5c9</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d709ecc8960232754a592b2f442126f8a905e5c9</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>165</th>\n",
-       "      <td>ffb709269dad74b4d538be957ae318b0bd874c9e</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZmZiNzA5MjY5ZGFkNzRiNGQ1MzhiZTk1N2FlMzE4YjBiZDg3NGM5ZQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-04-21T10:14:14Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-04-21T10:14:14Z</td>\n",
-       "      <td>Update README.md</td>\n",
-       "      <td>ff257eb4d04ad1b7d30086faa61ad50288f5319f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/ff257eb4d04ad1b7d30086faa61ad50288f5319f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ffb709269dad74b4d538be957ae318b0bd874c9e</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ffb709269dad74b4d538be957ae318b0bd874c9e</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ffb709269dad74b4d538be957ae318b0bd874c9e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ffb709269dad74b4d538be957ae318b0bd874c9e/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>930ed78dd5a00c7190d4f743bbda0ae389a95fae</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/930ed78dd5a00c7190d4f743bbda0ae389a95fae</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/930ed78dd5a00c7190d4f743bbda0ae389a95fae</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>166</th>\n",
-       "      <td>ed7d5ca3c803c270c2f9bf2c203e91a440a28327</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZWQ3ZDVjYTNjODAzYzI3MGMyZjliZjJjMjAzZTkxYTQ0MGEyODMyNw==</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-04-21T10:17:13Z</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-04-21T10:17:13Z</td>\n",
-       "      <td>Updated 3.24.0 OID Readme</td>\n",
-       "      <td>fc97b92d28346eef6d59d9b1cc8e468cd147be72</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/fc97b92d28346eef6d59d9b1cc8e468cd147be72</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ed7d5ca3c803c270c2f9bf2c203e91a440a28327</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ed7d5ca3c803c270c2f9bf2c203e91a440a28327</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ed7d5ca3c803c270c2f9bf2c203e91a440a28327</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ed7d5ca3c803c270c2f9bf2c203e91a440a28327/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>d709ecc8960232754a592b2f442126f8a905e5c9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d709ecc8960232754a592b2f442126f8a905e5c9</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d709ecc8960232754a592b2f442126f8a905e5c9</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>167</th>\n",
-       "      <td>dee7fbe962cb97fdb09b4d7e67a49d64b764c228</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZGVlN2ZiZTk2MmNiOTdmZGIwOWI0ZDdlNjdhNDlkNjRiNzY0YzIyOA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-04-21T10:17:27Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-04-21T10:17:27Z</td>\n",
-       "      <td>Merge pull request #56 from jrob119/3240\\n\\nUpdated 3.24.0 OID Readme</td>\n",
-       "      <td>fc97b92d28346eef6d59d9b1cc8e468cd147be72</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/fc97b92d28346eef6d59d9b1cc8e468cd147be72</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/dee7fbe962cb97fdb09b4d7e67a49d64b764c228</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/dee7fbe962cb97fdb09b4d7e67a49d64b764c228</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/dee7fbe962cb97fdb09b4d7e67a49d64b764c228</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/dee7fbe962cb97fdb09b4d7e67a49d64b764c228/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>40478a1aa8f6629903e5d2b10ec2f60af03eb3e1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/40478a1aa8f6629903e5d2b10ec2f60af03eb3e1</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/40478a1aa8f6629903e5d2b10ec2f60af03eb3e1</td>\n",
-       "      <td>ed7d5ca3c803c270c2f9bf2c203e91a440a28327</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ed7d5ca3c803c270c2f9bf2c203e91a440a28327</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ed7d5ca3c803c270c2f9bf2c203e91a440a28327</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>168</th>\n",
-       "      <td>ada3512714bf4053e2210e44b4368c1cabc14f5e</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YWRhMzUxMjcxNGJmNDA1M2UyMjEwZTQ0YjQzNjhjMWNhYmMxNGY1ZQ==</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-04-21T10:20:50Z</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-04-21T10:20:50Z</td>\n",
-       "      <td>Updated OID README.md</td>\n",
-       "      <td>255116564b7eaea75cba24759006eeee1c3df3e8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/255116564b7eaea75cba24759006eeee1c3df3e8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ada3512714bf4053e2210e44b4368c1cabc14f5e</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ada3512714bf4053e2210e44b4368c1cabc14f5e</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ada3512714bf4053e2210e44b4368c1cabc14f5e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ada3512714bf4053e2210e44b4368c1cabc14f5e/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>ed7d5ca3c803c270c2f9bf2c203e91a440a28327</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ed7d5ca3c803c270c2f9bf2c203e91a440a28327</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ed7d5ca3c803c270c2f9bf2c203e91a440a28327</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>169</th>\n",
-       "      <td>15f5a4a517d3c8720cc61e521e072efdd30f4f23</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MTVmNWE0YTUxN2QzYzg3MjBjYzYxZTUyMWUwNzJlZmRkMzBmNGYyMw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-04-21T10:21:33Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-04-21T10:21:33Z</td>\n",
-       "      <td>Merge pull request #57 from jrob119/3240\\n\\nUpdated OID README.md</td>\n",
-       "      <td>255116564b7eaea75cba24759006eeee1c3df3e8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/255116564b7eaea75cba24759006eeee1c3df3e8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/15f5a4a517d3c8720cc61e521e072efdd30f4f23</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/15f5a4a517d3c8720cc61e521e072efdd30f4f23</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/15f5a4a517d3c8720cc61e521e072efdd30f4f23</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/15f5a4a517d3c8720cc61e521e072efdd30f4f23/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>dee7fbe962cb97fdb09b4d7e67a49d64b764c228</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/dee7fbe962cb97fdb09b4d7e67a49d64b764c228</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/dee7fbe962cb97fdb09b4d7e67a49d64b764c228</td>\n",
-       "      <td>ada3512714bf4053e2210e44b4368c1cabc14f5e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ada3512714bf4053e2210e44b4368c1cabc14f5e</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ada3512714bf4053e2210e44b4368c1cabc14f5e</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>170</th>\n",
-       "      <td>99fff9d205cc7fb0cf0b02a408ce628989bad7f9</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OTlmZmY5ZDIwNWNjN2ZiMGNmMGIwMmE0MDhjZTYyODk4OWJhZDdmOQ==</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-04-21T14:06:15Z</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-04-21T14:06:15Z</td>\n",
-       "      <td>Update to Release 3.24.0\\n\\nThe A*30:89 genomic sequence was erroneously omitted from the release.\\nThe alignment of the C*04:09N sequence has been reviewed and updated.\\nThe nucleotide and protein sequences have not changed.</td>\n",
-       "      <td>fa25c81e4dd42cbcc721fde401df903b4c36a33f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/fa25c81e4dd42cbcc721fde401df903b4c36a33f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/99fff9d205cc7fb0cf0b02a408ce628989bad7f9</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/99fff9d205cc7fb0cf0b02a408ce628989bad7f9</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/99fff9d205cc7fb0cf0b02a408ce628989bad7f9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/99fff9d205cc7fb0cf0b02a408ce628989bad7f9/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>ada3512714bf4053e2210e44b4368c1cabc14f5e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ada3512714bf4053e2210e44b4368c1cabc14f5e</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ada3512714bf4053e2210e44b4368c1cabc14f5e</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>171</th>\n",
-       "      <td>2fc03e93c3e5fb074ec957039252baa3b655147a</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MmZjMDNlOTNjM2U1ZmIwNzRlYzk1NzAzOTI1MmJhYTNiNjU1MTQ3YQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-04-21T14:07:40Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-04-21T14:07:40Z</td>\n",
-       "      <td>Merge pull request #58 from jrob119/3240\\n\\nUpdate to Release 3.24.0</td>\n",
-       "      <td>fa25c81e4dd42cbcc721fde401df903b4c36a33f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/fa25c81e4dd42cbcc721fde401df903b4c36a33f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/2fc03e93c3e5fb074ec957039252baa3b655147a</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2fc03e93c3e5fb074ec957039252baa3b655147a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2fc03e93c3e5fb074ec957039252baa3b655147a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2fc03e93c3e5fb074ec957039252baa3b655147a/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>15f5a4a517d3c8720cc61e521e072efdd30f4f23</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/15f5a4a517d3c8720cc61e521e072efdd30f4f23</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/15f5a4a517d3c8720cc61e521e072efdd30f4f23</td>\n",
-       "      <td>99fff9d205cc7fb0cf0b02a408ce628989bad7f9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/99fff9d205cc7fb0cf0b02a408ce628989bad7f9</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/99fff9d205cc7fb0cf0b02a408ce628989bad7f9</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>172</th>\n",
-       "      <td>36da94dd4846a89c2321178900a5eb082bc19eb4</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MzZkYTk0ZGQ0ODQ2YTg5YzIzMjExNzg5MDBhNWViMDgyYmMxOWViNA==</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-04-22T09:41:32Z</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-04-22T09:41:32Z</td>\n",
-       "      <td>Release 3.24.0 Update\\n\\nIncomplete transfer of hla.dat file</td>\n",
-       "      <td>89e916b8bc9b8359e9e5bc6b9ce75f3b3fbfb473</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/89e916b8bc9b8359e9e5bc6b9ce75f3b3fbfb473</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/36da94dd4846a89c2321178900a5eb082bc19eb4</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/36da94dd4846a89c2321178900a5eb082bc19eb4</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/36da94dd4846a89c2321178900a5eb082bc19eb4</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/36da94dd4846a89c2321178900a5eb082bc19eb4/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>99fff9d205cc7fb0cf0b02a408ce628989bad7f9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/99fff9d205cc7fb0cf0b02a408ce628989bad7f9</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/99fff9d205cc7fb0cf0b02a408ce628989bad7f9</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>173</th>\n",
-       "      <td>18facbfcf57e55c13e29bc97ff9e7a8a5cc5bb15</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MThmYWNiZmNmNTdlNTVjMTNlMjliYzk3ZmY5ZTdhOGE1Y2M1YmIxNQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-04-22T09:41:56Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-04-22T09:41:56Z</td>\n",
-       "      <td>Merge pull request #59 from jrob119/3240\\n\\nRelease 3.24.0 Update</td>\n",
-       "      <td>89e916b8bc9b8359e9e5bc6b9ce75f3b3fbfb473</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/89e916b8bc9b8359e9e5bc6b9ce75f3b3fbfb473</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/18facbfcf57e55c13e29bc97ff9e7a8a5cc5bb15</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/18facbfcf57e55c13e29bc97ff9e7a8a5cc5bb15</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/18facbfcf57e55c13e29bc97ff9e7a8a5cc5bb15</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/18facbfcf57e55c13e29bc97ff9e7a8a5cc5bb15/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>2fc03e93c3e5fb074ec957039252baa3b655147a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2fc03e93c3e5fb074ec957039252baa3b655147a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2fc03e93c3e5fb074ec957039252baa3b655147a</td>\n",
-       "      <td>36da94dd4846a89c2321178900a5eb082bc19eb4</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/36da94dd4846a89c2321178900a5eb082bc19eb4</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/36da94dd4846a89c2321178900a5eb082bc19eb4</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>174</th>\n",
-       "      <td>4a0401af6be02ca688adeef3f63f5e55288d14fe</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NGEwNDAxYWY2YmUwMmNhNjg4YWRlZWYzZjYzZjVlNTUyODhkMTRmZQ==</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-04-22T09:49:05Z</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-04-22T09:49:05Z</td>\n",
-       "      <td>Release 3.24.0 Update\\n\\nIncomplete transfer of hla.dat file</td>\n",
-       "      <td>aabac56a0e26751a06dc08f2496f943cfc5ca9b8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/aabac56a0e26751a06dc08f2496f943cfc5ca9b8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/4a0401af6be02ca688adeef3f63f5e55288d14fe</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4a0401af6be02ca688adeef3f63f5e55288d14fe</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4a0401af6be02ca688adeef3f63f5e55288d14fe</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4a0401af6be02ca688adeef3f63f5e55288d14fe/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>36da94dd4846a89c2321178900a5eb082bc19eb4</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/36da94dd4846a89c2321178900a5eb082bc19eb4</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/36da94dd4846a89c2321178900a5eb082bc19eb4</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>175</th>\n",
-       "      <td>6b7e701845b5e8fcce28b3631df1c108b4627c69</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NmI3ZTcwMTg0NWI1ZThmY2NlMjhiMzYzMWRmMWMxMDhiNDYyN2M2OQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-04-22T09:50:27Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-04-22T09:50:27Z</td>\n",
-       "      <td>Merge pull request #60 from jrob119/3240\\n\\nRelease 3.24.0 Update</td>\n",
-       "      <td>aabac56a0e26751a06dc08f2496f943cfc5ca9b8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/aabac56a0e26751a06dc08f2496f943cfc5ca9b8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/6b7e701845b5e8fcce28b3631df1c108b4627c69</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6b7e701845b5e8fcce28b3631df1c108b4627c69</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6b7e701845b5e8fcce28b3631df1c108b4627c69</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6b7e701845b5e8fcce28b3631df1c108b4627c69/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>18facbfcf57e55c13e29bc97ff9e7a8a5cc5bb15</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/18facbfcf57e55c13e29bc97ff9e7a8a5cc5bb15</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/18facbfcf57e55c13e29bc97ff9e7a8a5cc5bb15</td>\n",
-       "      <td>4a0401af6be02ca688adeef3f63f5e55288d14fe</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4a0401af6be02ca688adeef3f63f5e55288d14fe</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4a0401af6be02ca688adeef3f63f5e55288d14fe</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>176</th>\n",
-       "      <td>98adbce2d54553228999014ad63398430bfb41ef</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OThhZGJjZTJkNTQ1NTMyMjg5OTkwMTRhZDYzMzk4NDMwYmZiNDFlZg==</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-05-06T14:24:47Z</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-05-06T14:24:47Z</td>\n",
-       "      <td>Release 3.24.0.1 Update\\n\\nVersion Report - 3.24.0.1 (2016-05)\\n\\nThe following changes have been made to release 3.24.0 to correct a\\nnumber of protein sequences, a number of minor errors in displaying the\\nsequences and to include a number of sequences that were accidently\\nomitted.\\n\\nCDS sequences\\n\\nThe C*04:09N deletion was incorrectly displayed.\\nThe CDS sequences were not changed.\\n\\nProtein sequences\\n\\nThe following proteins sequences were incorrectly translated; A*30:78N,\\nA*68:11N, C*03:316N, C*04:09N, DRB5*01:08N.\\nThe following proteins sequences did not have the stop codon displayed;\\nA*01:04N, A*68:18N, DPB1*507:01N.\\n\\nGenomic sequences\\n\\nThe following sequences were omitted; A*02:17:02, A*30:89, B*14:03,\\nB*15:08:01, B*15:30, B*35:04:01, B*35:43:01, B*39:09:01, B*51:08:01,\\nB*58:02:01, C*02:10:01:03,C*07:01:01:05, C*14:02:01:02, E*01:03:04,\\nE*01:06, E*01:08N, E*01:09, E*01:10, DQB1*02:02:01:02.\\n\\nThe displayed sequences of the following alleles have been modified;\\nA*68:18N, C*04:09N, DRB1*01:01:01, DRB1*01:03, DRB1*04:07:01,\\nDRB1*07:01:01:03, DRB1*10:01:01:02, DRB1*11:02:01, DRB1*11:03:01,\\nDRB1*11:01:01:02, DRB1*12:01:01:02, DRB1*12:01:01:03, DRB1*13:01:01:02,\\nDRB1*15:02:01:02, DRB1*16:01:01, DRB1*16:02:01:02.\\n\\nChanges to the hla.dat file\\n\\nAt the request of our users, deleted alleles have been added to the\\nhla.dat file. These are included as an entry with a single ambiguous\\nbase 'x' in the nucleotide sequence. The 'DE' line descibes the allele\\nand the reason for deletion.</td>\n",
-       "      <td>f9b30cb99c0c485601627ce161a5fb5b786f4cc2</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/f9b30cb99c0c485601627ce161a5fb5b786f4cc2</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/98adbce2d54553228999014ad63398430bfb41ef</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/98adbce2d54553228999014ad63398430bfb41ef</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/98adbce2d54553228999014ad63398430bfb41ef</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/98adbce2d54553228999014ad63398430bfb41ef/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>4a0401af6be02ca688adeef3f63f5e55288d14fe</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4a0401af6be02ca688adeef3f63f5e55288d14fe</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4a0401af6be02ca688adeef3f63f5e55288d14fe</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>177</th>\n",
-       "      <td>70055402cf42eef5e0d13a1d2ef3b93de0c020f9</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NzAwNTU0MDJjZjQyZWVmNWUwZDEzYTFkMmVmM2I5M2RlMGMwMjBmOQ==</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-05-06T14:27:07Z</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-05-06T14:27:07Z</td>\n",
-       "      <td>Release 3.24.0.1 Update\\n\\nVersion Report - 3.24.0.1 (2016-05)\\n\\nThe following changes have been made to release 3.24.0 to correct a\\nnumber of protein sequences, a number of minor errors in displaying the\\nsequences and to include a number of sequences that were accidently\\nomitted.\\n\\nCDS sequences\\n\\nThe C*04:09N deletion was incorrectly displayed.\\nThe CDS sequences were not changed.\\n\\nProtein sequences\\n\\nThe following proteins sequences were incorrectly translated; A*30:78N,\\nA*68:11N, C*03:316N, C*04:09N, DRB5*01:08N.\\nThe following proteins sequences did not have the stop codon displayed;\\nA*01:04N, A*68:18N, DPB1*507:01N.\\n\\nGenomic sequences\\n\\nThe following sequences were omitted; A*02:17:02, A*30:89, B*14:03,\\nB*15:08:01, B*15:30, B*35:04:01, B*35:43:01, B*39:09:01, B*51:08:01,\\nB*58:02:01, C*02:10:01:03,C*07:01:01:05, C*14:02:01:02, E*01:03:04,\\nE*01:06, E*01:08N, E*01:09, E*01:10, DQB1*02:02:01:02.\\n\\nThe displayed sequences of the following alleles have been modified;\\nA*68:18N, C*04:09N, DRB1*01:01:01, DRB1*01:03, DRB1*04:07:01,\\nDRB1*07:01:01:03, DRB1*10:01:01:02, DRB1*11:02:01, DRB1*11:03:01,\\nDRB1*11:01:01:02, DRB1*12:01:01:02, DRB1*12:01:01:03, DRB1*13:01:01:02,\\nDRB1*15:02:01:02, DRB1*16:01:01, DRB1*16:02:01:02.\\n\\nChanges to the hla.dat file\\n\\nAt the request of our users, deleted alleles have been added to the\\nhla.dat file. These are included as an entry with a single ambiguous\\nbase 'x' in the nucleotide sequence. The 'DE' line descibes the allele\\nand the reason for deletion.</td>\n",
-       "      <td>d6f487dc21706911824af978d4e8e892cb5d07b7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/d6f487dc21706911824af978d4e8e892cb5d07b7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/70055402cf42eef5e0d13a1d2ef3b93de0c020f9</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/70055402cf42eef5e0d13a1d2ef3b93de0c020f9</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/70055402cf42eef5e0d13a1d2ef3b93de0c020f9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/70055402cf42eef5e0d13a1d2ef3b93de0c020f9/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>98adbce2d54553228999014ad63398430bfb41ef</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/98adbce2d54553228999014ad63398430bfb41ef</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/98adbce2d54553228999014ad63398430bfb41ef</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>178</th>\n",
-       "      <td>f1ad73426bf06478f2b9e07e8309886bc71137b2</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZjFhZDczNDI2YmYwNjQ3OGYyYjllMDdlODMwOTg4NmJjNzExMzdiMg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-05-06T14:28:11Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-05-06T14:28:11Z</td>\n",
-       "      <td>Merge pull request #61 from jrob119/3240\\n\\n3240</td>\n",
-       "      <td>d6f487dc21706911824af978d4e8e892cb5d07b7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/d6f487dc21706911824af978d4e8e892cb5d07b7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/f1ad73426bf06478f2b9e07e8309886bc71137b2</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f1ad73426bf06478f2b9e07e8309886bc71137b2</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f1ad73426bf06478f2b9e07e8309886bc71137b2</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f1ad73426bf06478f2b9e07e8309886bc71137b2/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>6b7e701845b5e8fcce28b3631df1c108b4627c69</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6b7e701845b5e8fcce28b3631df1c108b4627c69</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6b7e701845b5e8fcce28b3631df1c108b4627c69</td>\n",
-       "      <td>70055402cf42eef5e0d13a1d2ef3b93de0c020f9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/70055402cf42eef5e0d13a1d2ef3b93de0c020f9</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/70055402cf42eef5e0d13a1d2ef3b93de0c020f9</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>179</th>\n",
-       "      <td>7d90e5cc213b23a0d743e9c53071ba84651bfe5a</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6N2Q5MGU1Y2MyMTNiMjNhMGQ3NDNlOWM1MzA3MWJhODQ2NTFiZmU1YQ==</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-06-03T13:07:28Z</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-06-03T13:07:28Z</td>\n",
-       "      <td>Addition of archives and README\\n\\nAddition of archives and README to directory</td>\n",
-       "      <td>f5b5208b045c70a6fa484e1f298a489788d86bb6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/f5b5208b045c70a6fa484e1f298a489788d86bb6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/7d90e5cc213b23a0d743e9c53071ba84651bfe5a</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7d90e5cc213b23a0d743e9c53071ba84651bfe5a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7d90e5cc213b23a0d743e9c53071ba84651bfe5a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7d90e5cc213b23a0d743e9c53071ba84651bfe5a/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>70055402cf42eef5e0d13a1d2ef3b93de0c020f9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/70055402cf42eef5e0d13a1d2ef3b93de0c020f9</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/70055402cf42eef5e0d13a1d2ef3b93de0c020f9</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>180</th>\n",
-       "      <td>817531168e66d066c588f4a1a8b55022b7e49e2f</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ODE3NTMxMTY4ZTY2ZDA2NmM1ODhmNGExYThiNTUwMjJiN2U0OWUyZg==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-06-03T13:08:11Z</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-06-03T13:08:11Z</td>\n",
-       "      <td>Merge pull request #62 from ANHIG/3240\\n\\nAddition of archives and README</td>\n",
-       "      <td>f5b5208b045c70a6fa484e1f298a489788d86bb6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/f5b5208b045c70a6fa484e1f298a489788d86bb6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/817531168e66d066c588f4a1a8b55022b7e49e2f</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/817531168e66d066c588f4a1a8b55022b7e49e2f</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/817531168e66d066c588f4a1a8b55022b7e49e2f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/817531168e66d066c588f4a1a8b55022b7e49e2f/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
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-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>f1ad73426bf06478f2b9e07e8309886bc71137b2</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f1ad73426bf06478f2b9e07e8309886bc71137b2</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f1ad73426bf06478f2b9e07e8309886bc71137b2</td>\n",
-       "      <td>7d90e5cc213b23a0d743e9c53071ba84651bfe5a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7d90e5cc213b23a0d743e9c53071ba84651bfe5a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7d90e5cc213b23a0d743e9c53071ba84651bfe5a</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>181</th>\n",
-       "      <td>434882a4348817ba1d56d5b60e1b64a36a0ea179</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NDM0ODgyYTQzNDg4MTdiYTFkNTZkNWI2MGUxYjY0YTM2YTBlYTE3OQ==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-06-03T13:23:27Z</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-06-03T13:23:27Z</td>\n",
-       "      <td>Update README.md</td>\n",
-       "      <td>e21c51b1b1d20c001df7e27061fd2c2283774bfa</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/e21c51b1b1d20c001df7e27061fd2c2283774bfa</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/434882a4348817ba1d56d5b60e1b64a36a0ea179</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/434882a4348817ba1d56d5b60e1b64a36a0ea179</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/434882a4348817ba1d56d5b60e1b64a36a0ea179</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/434882a4348817ba1d56d5b60e1b64a36a0ea179/comments</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>817531168e66d066c588f4a1a8b55022b7e49e2f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/817531168e66d066c588f4a1a8b55022b7e49e2f</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/817531168e66d066c588f4a1a8b55022b7e49e2f</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>182</th>\n",
-       "      <td>5550f593225b353973d81531849d2085a8d20049</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NTU1MGY1OTMyMjViMzUzOTczZDgxNTMxODQ5ZDIwODVhOGQyMDA0OQ==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-06-09T08:50:50Z</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-06-09T08:50:50Z</td>\n",
-       "      <td>Create README.md</td>\n",
-       "      <td>fd0bf18f1d172be0b2683df920dba0e227770c1a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/fd0bf18f1d172be0b2683df920dba0e227770c1a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/5550f593225b353973d81531849d2085a8d20049</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5550f593225b353973d81531849d2085a8d20049</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5550f593225b353973d81531849d2085a8d20049</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5550f593225b353973d81531849d2085a8d20049/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>434882a4348817ba1d56d5b60e1b64a36a0ea179</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/434882a4348817ba1d56d5b60e1b64a36a0ea179</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/434882a4348817ba1d56d5b60e1b64a36a0ea179</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>183</th>\n",
-       "      <td>e0a5eb838abec8cf00fc16f91e28d63c7bc592c6</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZTBhNWViODM4YWJlYzhjZjAwZmMxNmY5MWUyOGQ2M2M3YmM1OTJjNg==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-07-13T13:43:30Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-07-13T13:43:30Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.25.0\\n\\nUpdate to Release 3.25.0 of the IPD-IMGT/HLA</td>\n",
-       "      <td>835eddc5cb4bdd953eb8f5584d982cba6cb31312</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/835eddc5cb4bdd953eb8f5584d982cba6cb31312</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/e0a5eb838abec8cf00fc16f91e28d63c7bc592c6</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e0a5eb838abec8cf00fc16f91e28d63c7bc592c6</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e0a5eb838abec8cf00fc16f91e28d63c7bc592c6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e0a5eb838abec8cf00fc16f91e28d63c7bc592c6/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>7d90e5cc213b23a0d743e9c53071ba84651bfe5a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7d90e5cc213b23a0d743e9c53071ba84651bfe5a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7d90e5cc213b23a0d743e9c53071ba84651bfe5a</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>184</th>\n",
-       "      <td>a4444d12054ea29fb23c2f1f495bd4ee5015f8ab</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YTQ0NDRkMTIwNTRlYTI5ZmIyM2MyZjFmNDk1YmQ0ZWU1MDE1ZjhhYg==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-07-14T09:18:36Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-07-14T09:18:36Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.25.0\\n\\nUpdate for IPD-IMGT/HLA Release 3.25.0</td>\n",
-       "      <td>dd4d9706c258f43a8911ecb4b78a652e59c7c04d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/dd4d9706c258f43a8911ecb4b78a652e59c7c04d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/a4444d12054ea29fb23c2f1f495bd4ee5015f8ab</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a4444d12054ea29fb23c2f1f495bd4ee5015f8ab</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a4444d12054ea29fb23c2f1f495bd4ee5015f8ab</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a4444d12054ea29fb23c2f1f495bd4ee5015f8ab/comments</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>e0a5eb838abec8cf00fc16f91e28d63c7bc592c6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e0a5eb838abec8cf00fc16f91e28d63c7bc592c6</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e0a5eb838abec8cf00fc16f91e28d63c7bc592c6</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>185</th>\n",
-       "      <td>45c377516bdb7f1b926d1bb504afc801069d5bba</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NDVjMzc3NTE2YmRiN2YxYjkyNmQxYmI1MDRhZmM4MDEwNjlkNWJiYQ==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-07-14T09:20:20Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2016-07-14T09:20:20Z</td>\n",
-       "      <td>Merge pull request #65 from ANHIG/3250\\n\\n3250</td>\n",
-       "      <td>9219b9435fa96b8fa56cedb008a954a1af81abd3</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/9219b9435fa96b8fa56cedb008a954a1af81abd3</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/45c377516bdb7f1b926d1bb504afc801069d5bba</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/45c377516bdb7f1b926d1bb504afc801069d5bba</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/45c377516bdb7f1b926d1bb504afc801069d5bba</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/45c377516bdb7f1b926d1bb504afc801069d5bba/comments</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>5550f593225b353973d81531849d2085a8d20049</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5550f593225b353973d81531849d2085a8d20049</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5550f593225b353973d81531849d2085a8d20049</td>\n",
-       "      <td>a4444d12054ea29fb23c2f1f495bd4ee5015f8ab</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a4444d12054ea29fb23c2f1f495bd4ee5015f8ab</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a4444d12054ea29fb23c2f1f495bd4ee5015f8ab</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>186</th>\n",
-       "      <td>5214e65c5af3d46ffe35e9e7d0e0ede0024ee4b2</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NTIxNGU2NWM1YWYzZDQ2ZmZlMzVlOWU3ZDBlMGVkZTAwMjRlZTRiMg==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-08-03T09:21:43Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-08-03T09:21:43Z</td>\n",
-       "      <td>Release 3.25.0 Update\\n\\nDPB2 sequences were omitted from the concatenated fasta libraries.</td>\n",
-       "      <td>dfdee5beebedabbd6536bdf131f3b71e55c41549</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/dfdee5beebedabbd6536bdf131f3b71e55c41549</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/5214e65c5af3d46ffe35e9e7d0e0ede0024ee4b2</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5214e65c5af3d46ffe35e9e7d0e0ede0024ee4b2</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5214e65c5af3d46ffe35e9e7d0e0ede0024ee4b2</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5214e65c5af3d46ffe35e9e7d0e0ede0024ee4b2/comments</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td>https://github.com/jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>a4444d12054ea29fb23c2f1f495bd4ee5015f8ab</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a4444d12054ea29fb23c2f1f495bd4ee5015f8ab</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a4444d12054ea29fb23c2f1f495bd4ee5015f8ab</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>187</th>\n",
-       "      <td>88e0c8e970d5fdeba1ba3b0ddf520d1a65001353</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ODhlMGM4ZTk3MGQ1ZmRlYmExYmEzYjBkZGY1MjBkMWE2NTAwMTM1Mw==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-08-03T09:22:09Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2016-08-03T09:22:09Z</td>\n",
-       "      <td>Merge pull request #66 from ANHIG/3250\\n\\nRelease 3.25.0 Update</td>\n",
-       "      <td>98db38e0c1f6de5c4561c687e7109dd2aed05572</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/88e0c8e970d5fdeba1ba3b0ddf520d1a65001353</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/88e0c8e970d5fdeba1ba3b0ddf520d1a65001353</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/88e0c8e970d5fdeba1ba3b0ddf520d1a65001353/comments</td>\n",
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-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/45c377516bdb7f1b926d1bb504afc801069d5bba</td>\n",
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-       "      <td>5214e65c5af3d46ffe35e9e7d0e0ede0024ee4b2</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5214e65c5af3d46ffe35e9e7d0e0ede0024ee4b2</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5214e65c5af3d46ffe35e9e7d0e0ede0024ee4b2</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>188</th>\n",
-       "      <td>8b89f84af6dfc4f1ebc96355a73520138dc0da57</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OGI4OWY4NGFmNmRmYzRmMWViYzk2MzU1YTczNTIwMTM4ZGMwZGE1Nw==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-08-03T09:41:35Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-08-03T09:41:35Z</td>\n",
-       "      <td>Release 3.25.0 Update\\n\\nDPB2 sequences were omitted from the concatenated fasta libraries.</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8b89f84af6dfc4f1ebc96355a73520138dc0da57</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8b89f84af6dfc4f1ebc96355a73520138dc0da57</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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-       "      <td>jrob119</td>\n",
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-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>5214e65c5af3d46ffe35e9e7d0e0ede0024ee4b2</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5214e65c5af3d46ffe35e9e7d0e0ede0024ee4b2</td>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>189</th>\n",
-       "      <td>7dfd8cde8009ee80ac6494f95447b37e14b3f3ee</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6N2RmZDhjZGU4MDA5ZWU4MGFjNjQ5NGY5NTQ0N2IzN2UxNGIzZjNlZQ==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-08-03T09:42:39Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2016-08-03T09:42:39Z</td>\n",
-       "      <td>Merge pull request #67 from ANHIG/3250\\n\\nRelease 3.25.0 Update</td>\n",
-       "      <td>8b4b1f3b4ada2e6e496802322c2941ae74128332</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/8b4b1f3b4ada2e6e496802322c2941ae74128332</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/7dfd8cde8009ee80ac6494f95447b37e14b3f3ee</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7dfd8cde8009ee80ac6494f95447b37e14b3f3ee</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7dfd8cde8009ee80ac6494f95447b37e14b3f3ee</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7dfd8cde8009ee80ac6494f95447b37e14b3f3ee/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>88e0c8e970d5fdeba1ba3b0ddf520d1a65001353</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/88e0c8e970d5fdeba1ba3b0ddf520d1a65001353</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/88e0c8e970d5fdeba1ba3b0ddf520d1a65001353</td>\n",
-       "      <td>8b89f84af6dfc4f1ebc96355a73520138dc0da57</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8b89f84af6dfc4f1ebc96355a73520138dc0da57</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8b89f84af6dfc4f1ebc96355a73520138dc0da57</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>190</th>\n",
-       "      <td>580de96b0844723391a641604968711510d6442a</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NTgwZGU5NmIwODQ0NzIzMzkxYTY0MTYwNDk2ODcxMTUxMGQ2NDQyYQ==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-08-15T10:50:28Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-08-15T10:50:28Z</td>\n",
-       "      <td>Release 3.25.0 Update\\n\\nInclusion of DPB2 files into zipped archive</td>\n",
-       "      <td>d538a5352b6ef367814e37d3cfde8903fff4ca3a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/d538a5352b6ef367814e37d3cfde8903fff4ca3a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/580de96b0844723391a641604968711510d6442a</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/580de96b0844723391a641604968711510d6442a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/580de96b0844723391a641604968711510d6442a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/580de96b0844723391a641604968711510d6442a/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>8b89f84af6dfc4f1ebc96355a73520138dc0da57</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8b89f84af6dfc4f1ebc96355a73520138dc0da57</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8b89f84af6dfc4f1ebc96355a73520138dc0da57</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>191</th>\n",
-       "      <td>2c88b82e2ed05d9989ffbf6f35260d98b5b7fe75</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MmM4OGI4MmUyZWQwNWQ5OTg5ZmZiZjZmMzUyNjBkOThiNWI3ZmU3NQ==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-08-15T10:50:52Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2016-08-15T10:50:52Z</td>\n",
-       "      <td>Merge pull request #68 from ANHIG/3250\\n\\nRelease 3.25.0 Update</td>\n",
-       "      <td>0d46248315b3b083f09ec6ae49eef2cdae264fb6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/0d46248315b3b083f09ec6ae49eef2cdae264fb6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/2c88b82e2ed05d9989ffbf6f35260d98b5b7fe75</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2c88b82e2ed05d9989ffbf6f35260d98b5b7fe75</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2c88b82e2ed05d9989ffbf6f35260d98b5b7fe75</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2c88b82e2ed05d9989ffbf6f35260d98b5b7fe75/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>7dfd8cde8009ee80ac6494f95447b37e14b3f3ee</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7dfd8cde8009ee80ac6494f95447b37e14b3f3ee</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7dfd8cde8009ee80ac6494f95447b37e14b3f3ee</td>\n",
-       "      <td>580de96b0844723391a641604968711510d6442a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/580de96b0844723391a641604968711510d6442a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/580de96b0844723391a641604968711510d6442a</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>192</th>\n",
-       "      <td>25d5b34c0315027ace921911b3b970f6f061dc1a</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MjVkNWIzNGMwMzE1MDI3YWNlOTIxOTExYjNiOTcwZjZmMDYxZGMxYQ==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-08-15T10:57:55Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-08-15T10:57:55Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.25.0 Update\\n\\nUpdate to filenames and zipped alignments</td>\n",
-       "      <td>b84ee393184d668cbe56416830442b6ec5b8a886</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/b84ee393184d668cbe56416830442b6ec5b8a886</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/25d5b34c0315027ace921911b3b970f6f061dc1a</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/25d5b34c0315027ace921911b3b970f6f061dc1a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/25d5b34c0315027ace921911b3b970f6f061dc1a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/25d5b34c0315027ace921911b3b970f6f061dc1a/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
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-       "      <td>https://github.com/jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>580de96b0844723391a641604968711510d6442a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/580de96b0844723391a641604968711510d6442a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/580de96b0844723391a641604968711510d6442a</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>193</th>\n",
-       "      <td>0f7985cab0dd8155ab97b93edba5e1320d6fc19b</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MGY3OTg1Y2FiMGRkODE1NWFiOTdiOTNlZGJhNWUxMzIwZDZmYzE5Yg==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-08-15T11:01:40Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2016-08-15T11:01:40Z</td>\n",
-       "      <td>Merge pull request #69 from ANHIG/3250\\n\\nIPD-IMGT/HLA Release 3.25.0 Update</td>\n",
-       "      <td>0bcfd1c8571a575fec64fdb5c43b289525d82cfe</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/0bcfd1c8571a575fec64fdb5c43b289525d82cfe</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/0f7985cab0dd8155ab97b93edba5e1320d6fc19b</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0f7985cab0dd8155ab97b93edba5e1320d6fc19b</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0f7985cab0dd8155ab97b93edba5e1320d6fc19b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0f7985cab0dd8155ab97b93edba5e1320d6fc19b/comments</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
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-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>2c88b82e2ed05d9989ffbf6f35260d98b5b7fe75</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2c88b82e2ed05d9989ffbf6f35260d98b5b7fe75</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2c88b82e2ed05d9989ffbf6f35260d98b5b7fe75</td>\n",
-       "      <td>25d5b34c0315027ace921911b3b970f6f061dc1a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/25d5b34c0315027ace921911b3b970f6f061dc1a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/25d5b34c0315027ace921911b3b970f6f061dc1a</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>194</th>\n",
-       "      <td>a156e69e38ddb3b53d7b65e859398380003291e6</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YTE1NmU2OWUzOGRkYjNiNTNkN2I2NWU4NTkzOTgzODAwMDMyOTFlNg==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-08-22T14:28:44Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-08-22T14:28:44Z</td>\n",
-       "      <td>Release 3.25.0 Update\\n\\nAddition of DRB1*04:94:02N to deleted alleles file</td>\n",
-       "      <td>35b7852e1b40d577e4c023a080f32ce75115c2c7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/35b7852e1b40d577e4c023a080f32ce75115c2c7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/a156e69e38ddb3b53d7b65e859398380003291e6</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a156e69e38ddb3b53d7b65e859398380003291e6</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a156e69e38ddb3b53d7b65e859398380003291e6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a156e69e38ddb3b53d7b65e859398380003291e6/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>25d5b34c0315027ace921911b3b970f6f061dc1a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/25d5b34c0315027ace921911b3b970f6f061dc1a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/25d5b34c0315027ace921911b3b970f6f061dc1a</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>195</th>\n",
-       "      <td>003ea5a0ad4901d5d23b74c950aabc25bb00dcd4</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDAzZWE1YTBhZDQ5MDFkNWQyM2I3NGM5NTBhYWJjMjViYjAwZGNkNA==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-08-24T10:47:21Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-08-24T10:47:21Z</td>\n",
-       "      <td>Release 3.25.0 Update\\n\\nAddition of missing asterisks to aligned sequences of two HLA-DQB1 and\\none HLA-C sequence.</td>\n",
-       "      <td>5991a7dc33d4607a46e05d77caa8f6d898fc0d92</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/5991a7dc33d4607a46e05d77caa8f6d898fc0d92</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/003ea5a0ad4901d5d23b74c950aabc25bb00dcd4</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/003ea5a0ad4901d5d23b74c950aabc25bb00dcd4</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/003ea5a0ad4901d5d23b74c950aabc25bb00dcd4</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/003ea5a0ad4901d5d23b74c950aabc25bb00dcd4/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>a156e69e38ddb3b53d7b65e859398380003291e6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a156e69e38ddb3b53d7b65e859398380003291e6</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a156e69e38ddb3b53d7b65e859398380003291e6</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>196</th>\n",
-       "      <td>adec3121cc96858e7f5d6d36cdd350fd4ddca708</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YWRlYzMxMjFjYzk2ODU4ZTdmNWQ2ZDM2Y2RkMzUwZmQ0ZGRjYTcwOA==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-08-25T14:53:06Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2016-08-25T14:53:06Z</td>\n",
-       "      <td>Merge pull request #70 from ANHIG/3250\\n\\n3250</td>\n",
-       "      <td>a367ff54b1bd04d514ea797fc23c05c8c224c494</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/a367ff54b1bd04d514ea797fc23c05c8c224c494</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/adec3121cc96858e7f5d6d36cdd350fd4ddca708</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/adec3121cc96858e7f5d6d36cdd350fd4ddca708</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/adec3121cc96858e7f5d6d36cdd350fd4ddca708</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/adec3121cc96858e7f5d6d36cdd350fd4ddca708/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
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-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>0f7985cab0dd8155ab97b93edba5e1320d6fc19b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0f7985cab0dd8155ab97b93edba5e1320d6fc19b</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0f7985cab0dd8155ab97b93edba5e1320d6fc19b</td>\n",
-       "      <td>003ea5a0ad4901d5d23b74c950aabc25bb00dcd4</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/003ea5a0ad4901d5d23b74c950aabc25bb00dcd4</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/003ea5a0ad4901d5d23b74c950aabc25bb00dcd4</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>197</th>\n",
-       "      <td>7fdf01fe7d6d820e528facfd2667fadd97f72d36</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6N2ZkZjAxZmU3ZDZkODIwZTUyOGZhY2ZkMjY2N2ZhZGQ5N2Y3MmQzNg==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-09-15T14:42:03Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-09-15T14:42:03Z</td>\n",
-       "      <td>Deleted alleles update\\n\\nUpdate to description of DRB1*08:01:03 deletion</td>\n",
-       "      <td>6a702f55088cf7f475aafb4799710c65ed497548</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/6a702f55088cf7f475aafb4799710c65ed497548</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/7fdf01fe7d6d820e528facfd2667fadd97f72d36</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7fdf01fe7d6d820e528facfd2667fadd97f72d36</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7fdf01fe7d6d820e528facfd2667fadd97f72d36</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7fdf01fe7d6d820e528facfd2667fadd97f72d36/comments</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>003ea5a0ad4901d5d23b74c950aabc25bb00dcd4</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/003ea5a0ad4901d5d23b74c950aabc25bb00dcd4</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/003ea5a0ad4901d5d23b74c950aabc25bb00dcd4</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>198</th>\n",
-       "      <td>13f8bc112d704fc9e1b3cd0ce56e02c72416cf4f</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MTNmOGJjMTEyZDcwNGZjOWUxYjNjZDBjZTU2ZTAyYzcyNDE2Y2Y0Zg==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-09-15T14:44:23Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2016-09-15T14:44:23Z</td>\n",
-       "      <td>Merge pull request #71 from ANHIG/3250\\n\\nDeleted alleles update</td>\n",
-       "      <td>dbc4a8c816236ee2b83f122aa1ac3acb21d15bc6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/dbc4a8c816236ee2b83f122aa1ac3acb21d15bc6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/13f8bc112d704fc9e1b3cd0ce56e02c72416cf4f</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/13f8bc112d704fc9e1b3cd0ce56e02c72416cf4f</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/13f8bc112d704fc9e1b3cd0ce56e02c72416cf4f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/13f8bc112d704fc9e1b3cd0ce56e02c72416cf4f/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>adec3121cc96858e7f5d6d36cdd350fd4ddca708</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/adec3121cc96858e7f5d6d36cdd350fd4ddca708</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/adec3121cc96858e7f5d6d36cdd350fd4ddca708</td>\n",
-       "      <td>7fdf01fe7d6d820e528facfd2667fadd97f72d36</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7fdf01fe7d6d820e528facfd2667fadd97f72d36</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7fdf01fe7d6d820e528facfd2667fadd97f72d36</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>199</th>\n",
-       "      <td>5c3deac6525c7c955a2cd0ce1bce6053325364d9</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NWMzZGVhYzY1MjVjN2M5NTVhMmNkMGNlMWJjZTYwNTMzMjUzNjRkOQ==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-10-17T10:51:06Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-10-17T10:51:06Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.26.0\\n\\nFiles for IPD-IMGT/HLA Release 3.26.0</td>\n",
-       "      <td>0b4768691428b9ed7bb50f4aedca4dd3f6805e5c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/0b4768691428b9ed7bb50f4aedca4dd3f6805e5c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/5c3deac6525c7c955a2cd0ce1bce6053325364d9</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5c3deac6525c7c955a2cd0ce1bce6053325364d9</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5c3deac6525c7c955a2cd0ce1bce6053325364d9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5c3deac6525c7c955a2cd0ce1bce6053325364d9/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>13f8bc112d704fc9e1b3cd0ce56e02c72416cf4f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/13f8bc112d704fc9e1b3cd0ce56e02c72416cf4f</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/13f8bc112d704fc9e1b3cd0ce56e02c72416cf4f</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>200</th>\n",
-       "      <td>bce98f4fcec72e2c07840b18deab36ae63167a0d</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YmNlOThmNGZjZWM3MmUyYzA3ODQwYjE4ZGVhYjM2YWU2MzE2N2EwZA==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-10-17T10:52:44Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2016-10-17T10:52:44Z</td>\n",
-       "      <td>Merge pull request #72 from ANHIG/3260\\n\\nIPD-IMGT/HLA Release 3.26.0</td>\n",
-       "      <td>0b4768691428b9ed7bb50f4aedca4dd3f6805e5c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/0b4768691428b9ed7bb50f4aedca4dd3f6805e5c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/bce98f4fcec72e2c07840b18deab36ae63167a0d</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bce98f4fcec72e2c07840b18deab36ae63167a0d</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/bce98f4fcec72e2c07840b18deab36ae63167a0d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bce98f4fcec72e2c07840b18deab36ae63167a0d/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>13f8bc112d704fc9e1b3cd0ce56e02c72416cf4f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/13f8bc112d704fc9e1b3cd0ce56e02c72416cf4f</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/13f8bc112d704fc9e1b3cd0ce56e02c72416cf4f</td>\n",
-       "      <td>5c3deac6525c7c955a2cd0ce1bce6053325364d9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5c3deac6525c7c955a2cd0ce1bce6053325364d9</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5c3deac6525c7c955a2cd0ce1bce6053325364d9</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>201</th>\n",
-       "      <td>d1be675b7aedbfee9a2775e15e42d1993da9830c</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZDFiZTY3NWI3YWVkYmZlZTlhMjc3NWUxNWU0MmQxOTkzZGE5ODMwYw==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-10-17T10:53:06Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2016-10-17T10:53:06Z</td>\n",
-       "      <td>Delete .DS_Store</td>\n",
-       "      <td>8a2c77495d49eee2d2ff38c1a13c7b3c3d243eba</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/8a2c77495d49eee2d2ff38c1a13c7b3c3d243eba</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/d1be675b7aedbfee9a2775e15e42d1993da9830c</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d1be675b7aedbfee9a2775e15e42d1993da9830c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d1be675b7aedbfee9a2775e15e42d1993da9830c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d1be675b7aedbfee9a2775e15e42d1993da9830c/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>bce98f4fcec72e2c07840b18deab36ae63167a0d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bce98f4fcec72e2c07840b18deab36ae63167a0d</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/bce98f4fcec72e2c07840b18deab36ae63167a0d</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>202</th>\n",
-       "      <td>189fda135211d63053575020374b0cb68fb427f5</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MTg5ZmRhMTM1MjExZDYzMDUzNTc1MDIwMzc0YjBjYjY4ZmI0MjdmNQ==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-10-17T10:53:33Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2016-10-17T10:53:33Z</td>\n",
-       "      <td>Delete README</td>\n",
-       "      <td>250b7f2c8154ebff4fc623c981188f53c35bf909</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/250b7f2c8154ebff4fc623c981188f53c35bf909</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/189fda135211d63053575020374b0cb68fb427f5</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/189fda135211d63053575020374b0cb68fb427f5</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/189fda135211d63053575020374b0cb68fb427f5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/189fda135211d63053575020374b0cb68fb427f5/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>d1be675b7aedbfee9a2775e15e42d1993da9830c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d1be675b7aedbfee9a2775e15e42d1993da9830c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d1be675b7aedbfee9a2775e15e42d1993da9830c</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>203</th>\n",
-       "      <td>4c23ad5250c132915b95e91a5faae5878e73d5e3</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NGMyM2FkNTI1MGMxMzI5MTViOTVlOTFhNWZhYWU1ODc4ZTczZDVlMw==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-10-17T15:12:08Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-10-17T15:12:08Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.26.0\\n\\nTSV to CSV formatting</td>\n",
-       "      <td>950837c29c0831746c872a16db3dd880933d8471</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/950837c29c0831746c872a16db3dd880933d8471</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/4c23ad5250c132915b95e91a5faae5878e73d5e3</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4c23ad5250c132915b95e91a5faae5878e73d5e3</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4c23ad5250c132915b95e91a5faae5878e73d5e3</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4c23ad5250c132915b95e91a5faae5878e73d5e3/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>5c3deac6525c7c955a2cd0ce1bce6053325364d9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5c3deac6525c7c955a2cd0ce1bce6053325364d9</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5c3deac6525c7c955a2cd0ce1bce6053325364d9</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>204</th>\n",
-       "      <td>294df7d8073810bbfcc0e576f9fa5573818a611a</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Mjk0ZGY3ZDgwNzM4MTBiYmZjYzBlNTc2ZjlmYTU1NzM4MThhNjExYQ==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-10-17T15:13:32Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-10-17T15:13:32Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.26.0\\n\\nRemoval of .DS_Store file</td>\n",
-       "      <td>7d9288c78c0f496d7dd6ff6db59bef5784bcc376</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/7d9288c78c0f496d7dd6ff6db59bef5784bcc376</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/294df7d8073810bbfcc0e576f9fa5573818a611a</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/294df7d8073810bbfcc0e576f9fa5573818a611a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/294df7d8073810bbfcc0e576f9fa5573818a611a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/294df7d8073810bbfcc0e576f9fa5573818a611a/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>4c23ad5250c132915b95e91a5faae5878e73d5e3</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4c23ad5250c132915b95e91a5faae5878e73d5e3</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4c23ad5250c132915b95e91a5faae5878e73d5e3</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>205</th>\n",
-       "      <td>301ccad3f11519ae3be1fbc124838a3717031b0a</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MzAxY2NhZDNmMTE1MTlhZTNiZTFmYmMxMjQ4MzhhMzcxNzAzMWIwYQ==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-10-17T15:13:43Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2016-10-17T15:13:43Z</td>\n",
-       "      <td>Merge pull request #73 from ANHIG/3260\\n\\nIPD-IMGT/HLA Release 3.26.0</td>\n",
-       "      <td>f17f6e17e3be1c64907ce2d89313d9bd4f5280ff</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/f17f6e17e3be1c64907ce2d89313d9bd4f5280ff</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/301ccad3f11519ae3be1fbc124838a3717031b0a</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/301ccad3f11519ae3be1fbc124838a3717031b0a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/301ccad3f11519ae3be1fbc124838a3717031b0a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/301ccad3f11519ae3be1fbc124838a3717031b0a/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>189fda135211d63053575020374b0cb68fb427f5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/189fda135211d63053575020374b0cb68fb427f5</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/189fda135211d63053575020374b0cb68fb427f5</td>\n",
-       "      <td>294df7d8073810bbfcc0e576f9fa5573818a611a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/294df7d8073810bbfcc0e576f9fa5573818a611a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/294df7d8073810bbfcc0e576f9fa5573818a611a</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>206</th>\n",
-       "      <td>be4d5ed21800456d4bc0806f3c0ff691428e2672</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YmU0ZDVlZDIxODAwNDU2ZDRiYzA4MDZmM2MwZmY2OTE0MjhlMjY3Mg==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-10-17T15:17:00Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-10-17T15:17:00Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.26.0\\n\\nUpdated md5 checksum values</td>\n",
-       "      <td>4fd0d3f58a0a0e7b0140adfca6496a7ccaf4ec18</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/4fd0d3f58a0a0e7b0140adfca6496a7ccaf4ec18</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/be4d5ed21800456d4bc0806f3c0ff691428e2672</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/be4d5ed21800456d4bc0806f3c0ff691428e2672</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/be4d5ed21800456d4bc0806f3c0ff691428e2672</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/be4d5ed21800456d4bc0806f3c0ff691428e2672/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>294df7d8073810bbfcc0e576f9fa5573818a611a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/294df7d8073810bbfcc0e576f9fa5573818a611a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/294df7d8073810bbfcc0e576f9fa5573818a611a</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>207</th>\n",
-       "      <td>0fccff6e64ebf013432297c3e14bb012c0bda298</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MGZjY2ZmNmU2NGViZjAxMzQzMjI5N2MzZTE0YmIwMTJjMGJkYTI5OA==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-10-17T15:21:13Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2016-10-17T15:21:13Z</td>\n",
-       "      <td>Merge pull request #74 from ANHIG/3260\\n\\nIPD-IMGT/HLA Release 3.26.0</td>\n",
-       "      <td>ba4650a05aac1282bdd59353e90d51e19016bc18</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/ba4650a05aac1282bdd59353e90d51e19016bc18</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/0fccff6e64ebf013432297c3e14bb012c0bda298</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0fccff6e64ebf013432297c3e14bb012c0bda298</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0fccff6e64ebf013432297c3e14bb012c0bda298</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0fccff6e64ebf013432297c3e14bb012c0bda298/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>301ccad3f11519ae3be1fbc124838a3717031b0a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/301ccad3f11519ae3be1fbc124838a3717031b0a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/301ccad3f11519ae3be1fbc124838a3717031b0a</td>\n",
-       "      <td>be4d5ed21800456d4bc0806f3c0ff691428e2672</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/be4d5ed21800456d4bc0806f3c0ff691428e2672</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/be4d5ed21800456d4bc0806f3c0ff691428e2672</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>208</th>\n",
-       "      <td>140ad289ff4d93d5ba5168b2c6ea6b03549fea49</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MTQwYWQyODlmZjRkOTNkNWJhNTE2OGIyYzZlYTZiMDM1NDlmZWE0OQ==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-10-19T10:22:38Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-10-19T10:22:38Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.26.0\\n\\nAddition of DPB1 and DPB2 sequences to the fasta, pir and msf\\ndirectories. Removal of a ‘Vertical Tab’ character from the hla.xml\\nfile and removal of Icon and .DS_store files from directories</td>\n",
-       "      <td>41a67a138c780b56aff3a6a0b58cafbfb39a060f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/41a67a138c780b56aff3a6a0b58cafbfb39a060f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/140ad289ff4d93d5ba5168b2c6ea6b03549fea49</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/140ad289ff4d93d5ba5168b2c6ea6b03549fea49</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/140ad289ff4d93d5ba5168b2c6ea6b03549fea49</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/140ad289ff4d93d5ba5168b2c6ea6b03549fea49/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>be4d5ed21800456d4bc0806f3c0ff691428e2672</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/be4d5ed21800456d4bc0806f3c0ff691428e2672</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/be4d5ed21800456d4bc0806f3c0ff691428e2672</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>209</th>\n",
-       "      <td>4a459f938ce64318655f544a912c7a897f41769f</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NGE0NTlmOTM4Y2U2NDMxODY1NWY1NDRhOTEyYzdhODk3ZjQxNzY5Zg==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-10-19T10:23:08Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2016-10-19T10:23:08Z</td>\n",
-       "      <td>Merge pull request #77 from ANHIG/3260\\n\\nIPD-IMGT/HLA Release 3.26.0</td>\n",
-       "      <td>0823f2661c4543b649305d29af0fbeb42d31b8f5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/0823f2661c4543b649305d29af0fbeb42d31b8f5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/4a459f938ce64318655f544a912c7a897f41769f</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4a459f938ce64318655f544a912c7a897f41769f</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4a459f938ce64318655f544a912c7a897f41769f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4a459f938ce64318655f544a912c7a897f41769f/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>0fccff6e64ebf013432297c3e14bb012c0bda298</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0fccff6e64ebf013432297c3e14bb012c0bda298</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0fccff6e64ebf013432297c3e14bb012c0bda298</td>\n",
-       "      <td>140ad289ff4d93d5ba5168b2c6ea6b03549fea49</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/140ad289ff4d93d5ba5168b2c6ea6b03549fea49</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/140ad289ff4d93d5ba5168b2c6ea6b03549fea49</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>210</th>\n",
-       "      <td>0759a159d55c8615b8202b917018c8ef07097aa1</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDc1OWExNTlkNTVjODYxNWI4MjAyYjkxNzAxOGM4ZWYwNzA5N2FhMQ==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-10-19T10:30:11Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-10-19T10:30:11Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.26.0\\n\\nUpdated MD5 checksums</td>\n",
-       "      <td>be5b1bea028fab6e3c9eb964f6ae114036a410da</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/be5b1bea028fab6e3c9eb964f6ae114036a410da</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/0759a159d55c8615b8202b917018c8ef07097aa1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0759a159d55c8615b8202b917018c8ef07097aa1</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0759a159d55c8615b8202b917018c8ef07097aa1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0759a159d55c8615b8202b917018c8ef07097aa1/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>140ad289ff4d93d5ba5168b2c6ea6b03549fea49</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/140ad289ff4d93d5ba5168b2c6ea6b03549fea49</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/140ad289ff4d93d5ba5168b2c6ea6b03549fea49</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>211</th>\n",
-       "      <td>d84ea6e84c9c8a27334b9a4425bd72852b8f2db8</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZDg0ZWE2ZTg0YzljOGEyNzMzNGI5YTQ0MjViZDcyODUyYjhmMmRiOA==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-10-19T10:30:44Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2016-10-19T10:30:44Z</td>\n",
-       "      <td>Merge pull request #78 from ANHIG/3260\\n\\nIPD-IMGT/HLA Release 3.26.0</td>\n",
-       "      <td>7f9d0423fa6468cbd3a89663e01e15c36d13f88f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/7f9d0423fa6468cbd3a89663e01e15c36d13f88f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/d84ea6e84c9c8a27334b9a4425bd72852b8f2db8</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d84ea6e84c9c8a27334b9a4425bd72852b8f2db8</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d84ea6e84c9c8a27334b9a4425bd72852b8f2db8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d84ea6e84c9c8a27334b9a4425bd72852b8f2db8/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>4a459f938ce64318655f544a912c7a897f41769f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4a459f938ce64318655f544a912c7a897f41769f</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4a459f938ce64318655f544a912c7a897f41769f</td>\n",
-       "      <td>0759a159d55c8615b8202b917018c8ef07097aa1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0759a159d55c8615b8202b917018c8ef07097aa1</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0759a159d55c8615b8202b917018c8ef07097aa1</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>212</th>\n",
-       "      <td>9cd9ad7659f05f0455488e4b6f099b0c1c8ec5bc</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OWNkOWFkNzY1OWYwNWYwNDU1NDg4ZTRiNmYwOTliMGMxYzhlYzViYw==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-10-19T12:49:13Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-10-19T12:49:13Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.26.0\\n\\nUpdate to allele name on line 3016 of A_gen.txt</td>\n",
-       "      <td>55fad82c9bb5723557670052c14dcb0b20281bcc</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/55fad82c9bb5723557670052c14dcb0b20281bcc</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/9cd9ad7659f05f0455488e4b6f099b0c1c8ec5bc</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9cd9ad7659f05f0455488e4b6f099b0c1c8ec5bc</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9cd9ad7659f05f0455488e4b6f099b0c1c8ec5bc</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9cd9ad7659f05f0455488e4b6f099b0c1c8ec5bc/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>0759a159d55c8615b8202b917018c8ef07097aa1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0759a159d55c8615b8202b917018c8ef07097aa1</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0759a159d55c8615b8202b917018c8ef07097aa1</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>213</th>\n",
-       "      <td>e807c83dd9fd414c5813699fb5fdf38b47815f07</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZTgwN2M4M2RkOWZkNDE0YzU4MTM2OTlmYjVmZGYzOGI0NzgxNWYwNw==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-10-19T12:50:05Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2016-10-19T12:50:05Z</td>\n",
-       "      <td>Merge pull request #79 from ANHIG/3260\\n\\nIPD-IMGT/HLA Release 3.26.0</td>\n",
-       "      <td>260ea446a5017ee860e6602ee23c59c584e703e6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/260ea446a5017ee860e6602ee23c59c584e703e6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/e807c83dd9fd414c5813699fb5fdf38b47815f07</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e807c83dd9fd414c5813699fb5fdf38b47815f07</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e807c83dd9fd414c5813699fb5fdf38b47815f07</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e807c83dd9fd414c5813699fb5fdf38b47815f07/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>d84ea6e84c9c8a27334b9a4425bd72852b8f2db8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d84ea6e84c9c8a27334b9a4425bd72852b8f2db8</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d84ea6e84c9c8a27334b9a4425bd72852b8f2db8</td>\n",
-       "      <td>9cd9ad7659f05f0455488e4b6f099b0c1c8ec5bc</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9cd9ad7659f05f0455488e4b6f099b0c1c8ec5bc</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9cd9ad7659f05f0455488e4b6f099b0c1c8ec5bc</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>214</th>\n",
-       "      <td>9058bc22aeb92d1a949f5b4deb7a60a9397223af</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OTA1OGJjMjJhZWI5MmQxYTk0OWY1YjRkZWI3YTYwYTkzOTcyMjNhZg==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-10-20T13:25:53Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-10-20T13:25:53Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.26.0 Update\\n\\nInclusion of gene number in file names  of some class II files for\\nconsistency i.e. DPA1 and not DPA.\\n\\nThree allele entries were missing from the A_gen.txt file but present\\nin other genomic file formats; A*31:01:24, A*32:01:24, A*68:01:24.</td>\n",
-       "      <td>73ae3a7f7b4bbd6e0284300fdf725fd9699b5f46</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/73ae3a7f7b4bbd6e0284300fdf725fd9699b5f46</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/9058bc22aeb92d1a949f5b4deb7a60a9397223af</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9058bc22aeb92d1a949f5b4deb7a60a9397223af</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9058bc22aeb92d1a949f5b4deb7a60a9397223af</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9058bc22aeb92d1a949f5b4deb7a60a9397223af/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>9cd9ad7659f05f0455488e4b6f099b0c1c8ec5bc</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9cd9ad7659f05f0455488e4b6f099b0c1c8ec5bc</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9cd9ad7659f05f0455488e4b6f099b0c1c8ec5bc</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>215</th>\n",
-       "      <td>e873c7e5932069f9ce4bbede9126a059c13a4aa1</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZTg3M2M3ZTU5MzIwNjlmOWNlNGJiZWRlOTEyNmEwNTljMTNhNGFhMQ==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-10-20T13:51:40Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2016-10-20T13:51:40Z</td>\n",
-       "      <td>Merge pull request #82 from ANHIG/3260\\n\\nIPD-IMGT/HLA Release 3.26.0 Update</td>\n",
-       "      <td>a944b7319da59ed0bd84fd5c62dd8b99c7a25c78</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/a944b7319da59ed0bd84fd5c62dd8b99c7a25c78</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/e873c7e5932069f9ce4bbede9126a059c13a4aa1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e873c7e5932069f9ce4bbede9126a059c13a4aa1</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e873c7e5932069f9ce4bbede9126a059c13a4aa1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e873c7e5932069f9ce4bbede9126a059c13a4aa1/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>e807c83dd9fd414c5813699fb5fdf38b47815f07</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e807c83dd9fd414c5813699fb5fdf38b47815f07</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e807c83dd9fd414c5813699fb5fdf38b47815f07</td>\n",
-       "      <td>9058bc22aeb92d1a949f5b4deb7a60a9397223af</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9058bc22aeb92d1a949f5b4deb7a60a9397223af</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9058bc22aeb92d1a949f5b4deb7a60a9397223af</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>216</th>\n",
-       "      <td>673c18ede6be55c414166826f9b9f293aac4d712</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NjczYzE4ZWRlNmJlNTVjNDE0MTY2ODI2ZjliOWYyOTNhYWM0ZDcxMg==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-10-25T14:22:51Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-10-25T14:22:51Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.2.0 XML Update\\n\\nThe accession number of the HLA-DQA1 reference allele was omitted from\\na number of entries</td>\n",
-       "      <td>58667295d99d6fa14c1b458544c4eb56e025d033</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/58667295d99d6fa14c1b458544c4eb56e025d033</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/673c18ede6be55c414166826f9b9f293aac4d712</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/673c18ede6be55c414166826f9b9f293aac4d712</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/673c18ede6be55c414166826f9b9f293aac4d712</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/673c18ede6be55c414166826f9b9f293aac4d712/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>9058bc22aeb92d1a949f5b4deb7a60a9397223af</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9058bc22aeb92d1a949f5b4deb7a60a9397223af</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9058bc22aeb92d1a949f5b4deb7a60a9397223af</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>217</th>\n",
-       "      <td>54cd66001c3ea5ef9d1b8d00d7182b8878dd7ce3</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NTRjZDY2MDAxYzNlYTVlZjlkMWI4ZDAwZDcxODJiODg3OGRkN2NlMw==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-10-25T14:23:15Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2016-10-25T14:23:15Z</td>\n",
-       "      <td>Merge pull request #83 from ANHIG/3260\\n\\nIPD-IMGT/HLA Release 3.2.0 XML Update</td>\n",
-       "      <td>fc4c36b6bb6c5a12191b7e132c5a6e7f2c4f9b3a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/fc4c36b6bb6c5a12191b7e132c5a6e7f2c4f9b3a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/54cd66001c3ea5ef9d1b8d00d7182b8878dd7ce3</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/54cd66001c3ea5ef9d1b8d00d7182b8878dd7ce3</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/54cd66001c3ea5ef9d1b8d00d7182b8878dd7ce3</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/54cd66001c3ea5ef9d1b8d00d7182b8878dd7ce3/comments</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>e873c7e5932069f9ce4bbede9126a059c13a4aa1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e873c7e5932069f9ce4bbede9126a059c13a4aa1</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e873c7e5932069f9ce4bbede9126a059c13a4aa1</td>\n",
-       "      <td>673c18ede6be55c414166826f9b9f293aac4d712</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/673c18ede6be55c414166826f9b9f293aac4d712</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/673c18ede6be55c414166826f9b9f293aac4d712</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>218</th>\n",
-       "      <td>997b91b4b9f7bce0b2864a53fea8c597ce856560</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OTk3YjkxYjRiOWY3YmNlMGIyODY0YTUzZmVhOGM1OTdjZTg1NjU2MA==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-10-26T14:33:37Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-10-26T14:33:37Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.2.0 XML Update\\n\\nRemoval of non-ascii character</td>\n",
-       "      <td>aa09ddf50d18b1a57d67d62283066db5995f8016</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/aa09ddf50d18b1a57d67d62283066db5995f8016</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/997b91b4b9f7bce0b2864a53fea8c597ce856560</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/997b91b4b9f7bce0b2864a53fea8c597ce856560</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/997b91b4b9f7bce0b2864a53fea8c597ce856560</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/997b91b4b9f7bce0b2864a53fea8c597ce856560/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>673c18ede6be55c414166826f9b9f293aac4d712</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/673c18ede6be55c414166826f9b9f293aac4d712</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/673c18ede6be55c414166826f9b9f293aac4d712</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>219</th>\n",
-       "      <td>2c445fbe6910e47d2b452a2000da512c806d399c</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MmM0NDVmYmU2OTEwZTQ3ZDJiNDUyYTIwMDBkYTUxMmM4MDZkMzk5Yw==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-10-26T15:04:59Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2016-10-26T15:04:59Z</td>\n",
-       "      <td>Merge pull request #84 from ANHIG/3260\\n\\nIPD-IMGT/HLA Release 3.2.0 XML Update</td>\n",
-       "      <td>99ab1a67d463acce1059f99fff46dc719f9d3596</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/99ab1a67d463acce1059f99fff46dc719f9d3596</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/2c445fbe6910e47d2b452a2000da512c806d399c</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2c445fbe6910e47d2b452a2000da512c806d399c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2c445fbe6910e47d2b452a2000da512c806d399c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2c445fbe6910e47d2b452a2000da512c806d399c/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>54cd66001c3ea5ef9d1b8d00d7182b8878dd7ce3</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/54cd66001c3ea5ef9d1b8d00d7182b8878dd7ce3</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/54cd66001c3ea5ef9d1b8d00d7182b8878dd7ce3</td>\n",
-       "      <td>997b91b4b9f7bce0b2864a53fea8c597ce856560</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/997b91b4b9f7bce0b2864a53fea8c597ce856560</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/997b91b4b9f7bce0b2864a53fea8c597ce856560</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>220</th>\n",
-       "      <td>cb93364422d93a620d10f3c0570236f924cb8535</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Y2I5MzM2NDQyMmQ5M2E2MjBkMTBmM2MwNTcwMjM2ZjkyNGNiODUzNQ==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-11-08T16:10:36Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-11-08T16:10:36Z</td>\n",
-       "      <td>Release IPD-IMGT/HLA 3.26.0.0.1\\n\\nThe sequence of the B*35:40N was updated to remove an ’N’ in the intron\\n5 sequence, and replace this with a ‘C’</td>\n",
-       "      <td>6676f22fb160f530aa81cafab386ffd31098b2d3</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/6676f22fb160f530aa81cafab386ffd31098b2d3</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/cb93364422d93a620d10f3c0570236f924cb8535</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cb93364422d93a620d10f3c0570236f924cb8535</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cb93364422d93a620d10f3c0570236f924cb8535</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cb93364422d93a620d10f3c0570236f924cb8535/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>997b91b4b9f7bce0b2864a53fea8c597ce856560</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/997b91b4b9f7bce0b2864a53fea8c597ce856560</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/997b91b4b9f7bce0b2864a53fea8c597ce856560</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>221</th>\n",
-       "      <td>32e0c9b2fe09f08ea4f0edd957e52c895121f469</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MzJlMGM5YjJmZTA5ZjA4ZWE0ZjBlZGQ5NTdlNTJjODk1MTIxZjQ2OQ==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-11-08T16:11:34Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2016-11-08T16:11:34Z</td>\n",
-       "      <td>Merge pull request #85 from ANHIG/3260\\n\\nRelease IPD-IMGT/HLA 3.26.0.1</td>\n",
-       "      <td>8963b7037766545d539f546c125b3d8bba90ea1b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/8963b7037766545d539f546c125b3d8bba90ea1b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/32e0c9b2fe09f08ea4f0edd957e52c895121f469</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/32e0c9b2fe09f08ea4f0edd957e52c895121f469</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/32e0c9b2fe09f08ea4f0edd957e52c895121f469</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/32e0c9b2fe09f08ea4f0edd957e52c895121f469/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>2c445fbe6910e47d2b452a2000da512c806d399c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2c445fbe6910e47d2b452a2000da512c806d399c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2c445fbe6910e47d2b452a2000da512c806d399c</td>\n",
-       "      <td>cb93364422d93a620d10f3c0570236f924cb8535</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cb93364422d93a620d10f3c0570236f924cb8535</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cb93364422d93a620d10f3c0570236f924cb8535</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>222</th>\n",
-       "      <td>73efa769148f11d4d7c7aa1ea1076695318532d1</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NzNlZmE3NjkxNDhmMTFkNGQ3YzdhYTFlYTEwNzY2OTUzMTg1MzJkMQ==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-11-16T13:50:09Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-11-16T13:50:09Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.26.0.1\\n\\nReinstatement of DPB1 and DPB2 genomic sequences to the hla_gen.fasta\\nfiles, which hold all genomic sequences.</td>\n",
-       "      <td>8c4cd7910fffcdbe5c99f28de59cc077a39cd789</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/8c4cd7910fffcdbe5c99f28de59cc077a39cd789</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/73efa769148f11d4d7c7aa1ea1076695318532d1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/73efa769148f11d4d7c7aa1ea1076695318532d1</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/73efa769148f11d4d7c7aa1ea1076695318532d1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/73efa769148f11d4d7c7aa1ea1076695318532d1/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>cb93364422d93a620d10f3c0570236f924cb8535</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cb93364422d93a620d10f3c0570236f924cb8535</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cb93364422d93a620d10f3c0570236f924cb8535</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>223</th>\n",
-       "      <td>a31926c9f4ad39e4459965fee193c17d06afec9f</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YTMxOTI2YzlmNGFkMzllNDQ1OTk2NWZlZTE5M2MxN2QwNmFmZWM5Zg==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-11-16T13:51:23Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-11-16T13:51:23Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.26.0.1\\n\\nReinstatement of DPB1 and DPB2 genomic sequences to the hla_gen.fasta\\nfiles, which hold all genomic sequences.</td>\n",
-       "      <td>30f6b9cba396acf3ebae44531e6194bb42ab1a2a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/30f6b9cba396acf3ebae44531e6194bb42ab1a2a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/a31926c9f4ad39e4459965fee193c17d06afec9f</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a31926c9f4ad39e4459965fee193c17d06afec9f</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a31926c9f4ad39e4459965fee193c17d06afec9f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a31926c9f4ad39e4459965fee193c17d06afec9f/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>73efa769148f11d4d7c7aa1ea1076695318532d1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/73efa769148f11d4d7c7aa1ea1076695318532d1</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/73efa769148f11d4d7c7aa1ea1076695318532d1</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>224</th>\n",
-       "      <td>d3b559b34b96ff9e7f0d97476222d8e4cdee63ad</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZDNiNTU5YjM0Yjk2ZmY5ZTdmMGQ5NzQ3NjIyMmQ4ZTRjZGVlNjNhZA==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-11-16T13:52:40Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2016-11-16T13:52:40Z</td>\n",
-       "      <td>Merge pull request #86 from ANHIG/3260\\n\\nIPD-IMGT/HLA Release 3.26.0.1</td>\n",
-       "      <td>75a4f65852e184ed9310ff32c8b7305491fbc024</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/75a4f65852e184ed9310ff32c8b7305491fbc024</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/d3b559b34b96ff9e7f0d97476222d8e4cdee63ad</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d3b559b34b96ff9e7f0d97476222d8e4cdee63ad</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d3b559b34b96ff9e7f0d97476222d8e4cdee63ad</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d3b559b34b96ff9e7f0d97476222d8e4cdee63ad/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>32e0c9b2fe09f08ea4f0edd957e52c895121f469</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/32e0c9b2fe09f08ea4f0edd957e52c895121f469</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/32e0c9b2fe09f08ea4f0edd957e52c895121f469</td>\n",
-       "      <td>a31926c9f4ad39e4459965fee193c17d06afec9f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a31926c9f4ad39e4459965fee193c17d06afec9f</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a31926c9f4ad39e4459965fee193c17d06afec9f</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>225</th>\n",
-       "      <td>6623bdd487a43b48df15f4c2b4340858b6fa8638</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NjYyM2JkZDQ4N2E0M2I0OGRmMTVmNGMyYjQzNDA4NThiNmZhODYzOA==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-11-16T14:06:46Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-11-16T14:06:46Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.26.0.1\\n\\nE*01:01:01:06 and E*01:01:01:07 correctly added to E*01:01:01G in\\nhla_nomg_g.txt file.</td>\n",
-       "      <td>671451574c1d9a1dae1abfb08705f39411df4095</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/671451574c1d9a1dae1abfb08705f39411df4095</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/6623bdd487a43b48df15f4c2b4340858b6fa8638</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6623bdd487a43b48df15f4c2b4340858b6fa8638</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6623bdd487a43b48df15f4c2b4340858b6fa8638</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6623bdd487a43b48df15f4c2b4340858b6fa8638/comments</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
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-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>a31926c9f4ad39e4459965fee193c17d06afec9f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a31926c9f4ad39e4459965fee193c17d06afec9f</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a31926c9f4ad39e4459965fee193c17d06afec9f</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>226</th>\n",
-       "      <td>dc30eaa5e37a87beb406cb7eded516d74ae32097</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZGMzMGVhYTVlMzdhODdiZWI0MDZjYjdlZGVkNTE2ZDc0YWUzMjA5Nw==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-11-30T13:57:15Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-11-30T13:57:15Z</td>\n",
-       "      <td>Release IPD-IMGT/HLA 3.26.0.0.1\\n\\nAddition of A*03:02:12 to Deleted Alleles list.</td>\n",
-       "      <td>4e04230e1d45f74913f9babe2dea879744ac1026</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/4e04230e1d45f74913f9babe2dea879744ac1026</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/dc30eaa5e37a87beb406cb7eded516d74ae32097</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/dc30eaa5e37a87beb406cb7eded516d74ae32097</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/dc30eaa5e37a87beb406cb7eded516d74ae32097/comments</td>\n",
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-       "      <td></td>\n",
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-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>6623bdd487a43b48df15f4c2b4340858b6fa8638</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6623bdd487a43b48df15f4c2b4340858b6fa8638</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6623bdd487a43b48df15f4c2b4340858b6fa8638</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>227</th>\n",
-       "      <td>a1839ca903eecc64a9e8a8fc611ea2b5acf9b77c</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YTE4MzljYTkwM2VlY2M2NGE5ZThhOGZjNjExZWEyYjVhY2Y5Yjc3Yw==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2016-11-30T13:58:27Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2016-11-30T13:58:27Z</td>\n",
-       "      <td>Merge pull request #87 from ANHIG/3260\\n\\n3260</td>\n",
-       "      <td>ae3cbfb13449efe47e86d172ba8508cb57be66e7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/ae3cbfb13449efe47e86d172ba8508cb57be66e7</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a1839ca903eecc64a9e8a8fc611ea2b5acf9b77c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a1839ca903eecc64a9e8a8fc611ea2b5acf9b77c</td>\n",
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-       "      <td>jrob119</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>d3b559b34b96ff9e7f0d97476222d8e4cdee63ad</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d3b559b34b96ff9e7f0d97476222d8e4cdee63ad</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d3b559b34b96ff9e7f0d97476222d8e4cdee63ad</td>\n",
-       "      <td>dc30eaa5e37a87beb406cb7eded516d74ae32097</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/dc30eaa5e37a87beb406cb7eded516d74ae32097</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/dc30eaa5e37a87beb406cb7eded516d74ae32097</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>228</th>\n",
-       "      <td>16372613782964481372e0e17050caa66f325a55</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MTYzNzI2MTM3ODI5NjQ0ODEzNzJlMGUxNzA1MGNhYTY2ZjMyNWE1NQ==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-01-20T08:59:20Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-01-20T08:59:20Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.27.0\\n\\nFiles for IPD-IMGT/HLA Release 3.27.0</td>\n",
-       "      <td>703788356ffaa43e7226ac0861b5ac7a2973cef2</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/703788356ffaa43e7226ac0861b5ac7a2973cef2</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/16372613782964481372e0e17050caa66f325a55</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/16372613782964481372e0e17050caa66f325a55</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/16372613782964481372e0e17050caa66f325a55</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/16372613782964481372e0e17050caa66f325a55/comments</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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-       "      <td>False</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/dc30eaa5e37a87beb406cb7eded516d74ae32097</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/dc30eaa5e37a87beb406cb7eded516d74ae32097</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>229</th>\n",
-       "      <td>c5d9c0b8986ebba78115b8d2978420062a4a8d72</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YzVkOWMwYjg5ODZlYmJhNzgxMTViOGQyOTc4NDIwMDYyYTRhOGQ3Mg==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-01-20T10:51:37Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2017-01-20T10:51:37Z</td>\n",
-       "      <td>Merge pull request #90 from ANHIG/3270\\n\\nIPD-IMGT/HLA Release 3.27.0</td>\n",
-       "      <td>703788356ffaa43e7226ac0861b5ac7a2973cef2</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
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-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c5d9c0b8986ebba78115b8d2978420062a4a8d72</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a1839ca903eecc64a9e8a8fc611ea2b5acf9b77c</td>\n",
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-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/16372613782964481372e0e17050caa66f325a55</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>230</th>\n",
-       "      <td>d67374ac2e2935ea39591034bb2013cb275706a9</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZDY3Mzc0YWMyZTI5MzVlYTM5NTkxMDM0YmIyMDEzY2IyNzU3MDZhOQ==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-01-20T13:29:32Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-01-20T13:29:32Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.27.0\\n\\nFiles for IPD-IMGT/HLA Release 3.27.0</td>\n",
-       "      <td>3e6d9995a037dfceafd48f0daede9721129a7e23</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/3e6d9995a037dfceafd48f0daede9721129a7e23</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/d67374ac2e2935ea39591034bb2013cb275706a9</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d67374ac2e2935ea39591034bb2013cb275706a9</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d67374ac2e2935ea39591034bb2013cb275706a9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d67374ac2e2935ea39591034bb2013cb275706a9/comments</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
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-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>16372613782964481372e0e17050caa66f325a55</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/16372613782964481372e0e17050caa66f325a55</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/16372613782964481372e0e17050caa66f325a55</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>231</th>\n",
-       "      <td>b1acc3d89cab4617a30a04874853a902ac7c9927</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YjFhY2MzZDg5Y2FiNDYxN2EzMGEwNDg3NDg1M2E5MDJhYzdjOTkyNw==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-01-20T13:30:07Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2017-01-20T13:30:07Z</td>\n",
-       "      <td>Merge pull request #91 from ANHIG/3270\\n\\nIPD-IMGT/HLA Release 3.27.0</td>\n",
-       "      <td>3e6d9995a037dfceafd48f0daede9721129a7e23</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/3e6d9995a037dfceafd48f0daede9721129a7e23</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/b1acc3d89cab4617a30a04874853a902ac7c9927</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b1acc3d89cab4617a30a04874853a902ac7c9927</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b1acc3d89cab4617a30a04874853a902ac7c9927</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b1acc3d89cab4617a30a04874853a902ac7c9927/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
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-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>c5d9c0b8986ebba78115b8d2978420062a4a8d72</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c5d9c0b8986ebba78115b8d2978420062a4a8d72</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c5d9c0b8986ebba78115b8d2978420062a4a8d72</td>\n",
-       "      <td>d67374ac2e2935ea39591034bb2013cb275706a9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d67374ac2e2935ea39591034bb2013cb275706a9</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d67374ac2e2935ea39591034bb2013cb275706a9</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>232</th>\n",
-       "      <td>772825eca8db8262af6d7d274dec7f8c4d8c94f1</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NzcyODI1ZWNhOGRiODI2MmFmNmQ3ZDI3NGRlYzdmOGM0ZDhjOTRmMQ==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-01-23T17:19:34Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-01-23T17:19:34Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.27.0\\n\\nFiles for IPD-IMGT/HLA Release 3.27.0, includes amending lowercase ‘g’\\nt ‘G’ at start of B*15:11:01 gDNA sequence</td>\n",
-       "      <td>720e508a72cd0b68a38dceba128d2960bdc0419c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/720e508a72cd0b68a38dceba128d2960bdc0419c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/772825eca8db8262af6d7d274dec7f8c4d8c94f1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/772825eca8db8262af6d7d274dec7f8c4d8c94f1</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/772825eca8db8262af6d7d274dec7f8c4d8c94f1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/772825eca8db8262af6d7d274dec7f8c4d8c94f1/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>d67374ac2e2935ea39591034bb2013cb275706a9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d67374ac2e2935ea39591034bb2013cb275706a9</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d67374ac2e2935ea39591034bb2013cb275706a9</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>233</th>\n",
-       "      <td>221fc90fc6594eda4b5b0771adcdccd10b679393</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MjIxZmM5MGZjNjU5NGVkYTRiNWIwNzcxYWRjZGNjZDEwYjY3OTM5Mw==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-01-23T17:24:05Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2017-01-23T17:24:05Z</td>\n",
-       "      <td>Merge pull request #92 from ANHIG/3270\\n\\nIPD-IMGT/HLA Release 3.27.0</td>\n",
-       "      <td>720e508a72cd0b68a38dceba128d2960bdc0419c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/720e508a72cd0b68a38dceba128d2960bdc0419c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/221fc90fc6594eda4b5b0771adcdccd10b679393</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/221fc90fc6594eda4b5b0771adcdccd10b679393</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/221fc90fc6594eda4b5b0771adcdccd10b679393</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/221fc90fc6594eda4b5b0771adcdccd10b679393/comments</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>b1acc3d89cab4617a30a04874853a902ac7c9927</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b1acc3d89cab4617a30a04874853a902ac7c9927</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b1acc3d89cab4617a30a04874853a902ac7c9927</td>\n",
-       "      <td>772825eca8db8262af6d7d274dec7f8c4d8c94f1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/772825eca8db8262af6d7d274dec7f8c4d8c94f1</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/772825eca8db8262af6d7d274dec7f8c4d8c94f1</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>234</th>\n",
-       "      <td>df4b34350a2ea5ce08f3d7730bda224fece4afb5</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZGY0YjM0MzUwYTJlYTVjZTA4ZjNkNzczMGJkYTIyNGZlY2U0YWZiNQ==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-01-23T18:03:48Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2017-01-23T18:03:48Z</td>\n",
-       "      <td>Delete errant Icon file</td>\n",
-       "      <td>65c66cc514407c53f8465a5ed68f7e18bcc0e26b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/65c66cc514407c53f8465a5ed68f7e18bcc0e26b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/df4b34350a2ea5ce08f3d7730bda224fece4afb5</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/df4b34350a2ea5ce08f3d7730bda224fece4afb5</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/df4b34350a2ea5ce08f3d7730bda224fece4afb5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/df4b34350a2ea5ce08f3d7730bda224fece4afb5/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>221fc90fc6594eda4b5b0771adcdccd10b679393</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/221fc90fc6594eda4b5b0771adcdccd10b679393</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/221fc90fc6594eda4b5b0771adcdccd10b679393</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>235</th>\n",
-       "      <td>324f734c75dcdc51907ec293fbb2791fdf32da59</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MzI0ZjczNGM3NWRjZGM1MTkwN2VjMjkzZmJiMjc5MWZkZjMyZGE1OQ==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-01-23T18:04:19Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2017-01-23T18:04:19Z</td>\n",
-       "      <td>Delete Icon</td>\n",
-       "      <td>65c66cc514407c53f8465a5ed68f7e18bcc0e26b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/65c66cc514407c53f8465a5ed68f7e18bcc0e26b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/324f734c75dcdc51907ec293fbb2791fdf32da59</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/324f734c75dcdc51907ec293fbb2791fdf32da59</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/324f734c75dcdc51907ec293fbb2791fdf32da59</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/324f734c75dcdc51907ec293fbb2791fdf32da59/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>772825eca8db8262af6d7d274dec7f8c4d8c94f1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/772825eca8db8262af6d7d274dec7f8c4d8c94f1</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/772825eca8db8262af6d7d274dec7f8c4d8c94f1</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>236</th>\n",
-       "      <td>38c516e7c81ec1e13f622748fc2d5290ca2aaf57</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MzhjNTE2ZTdjODFlYzFlMTNmNjIyNzQ4ZmMyZDUyOTBjYTJhYWY1Nw==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-01-25T13:00:32Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-01-25T13:00:35Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.27.0\\n\\nClass I alignment corrected for HLA-B and HLA-C, which had an extra\\ninsertion compared to HLA-A.</td>\n",
-       "      <td>9d9f48c7223a4d434077f83bbcc3b847e2185a6b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/9d9f48c7223a4d434077f83bbcc3b847e2185a6b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/38c516e7c81ec1e13f622748fc2d5290ca2aaf57</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/38c516e7c81ec1e13f622748fc2d5290ca2aaf57</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/38c516e7c81ec1e13f622748fc2d5290ca2aaf57</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/38c516e7c81ec1e13f622748fc2d5290ca2aaf57/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>324f734c75dcdc51907ec293fbb2791fdf32da59</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/324f734c75dcdc51907ec293fbb2791fdf32da59</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/324f734c75dcdc51907ec293fbb2791fdf32da59</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>237</th>\n",
-       "      <td>d41d8b49df8ed0dbe3f49f468aa90b36a89fa63f</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZDQxZDhiNDlkZjhlZDBkYmUzZjQ5ZjQ2OGFhOTBiMzZhODlmYTYzZg==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-01-25T13:01:05Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2017-01-25T13:01:05Z</td>\n",
-       "      <td>Merge pull request #97 from ANHIG/3270\\n\\n3270</td>\n",
-       "      <td>9d9f48c7223a4d434077f83bbcc3b847e2185a6b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/9d9f48c7223a4d434077f83bbcc3b847e2185a6b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/d41d8b49df8ed0dbe3f49f468aa90b36a89fa63f</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d41d8b49df8ed0dbe3f49f468aa90b36a89fa63f</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d41d8b49df8ed0dbe3f49f468aa90b36a89fa63f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d41d8b49df8ed0dbe3f49f468aa90b36a89fa63f/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>df4b34350a2ea5ce08f3d7730bda224fece4afb5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/df4b34350a2ea5ce08f3d7730bda224fece4afb5</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/df4b34350a2ea5ce08f3d7730bda224fece4afb5</td>\n",
-       "      <td>38c516e7c81ec1e13f622748fc2d5290ca2aaf57</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/38c516e7c81ec1e13f622748fc2d5290ca2aaf57</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/38c516e7c81ec1e13f622748fc2d5290ca2aaf57</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>238</th>\n",
-       "      <td>0036fd5b0d5dc26d6b40a558fe4b06a95e01a7ef</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDAzNmZkNWIwZDVkYzI2ZDZiNDBhNTU4ZmU0YjA2YTk1ZTAxYTdlZg==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-01-26T11:32:38Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-01-26T11:32:38Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.27.0\\n\\nCorrection of spelling in README.md</td>\n",
-       "      <td>290e77dbda04d24c943fb98ccfc189815978d979</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/290e77dbda04d24c943fb98ccfc189815978d979</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/0036fd5b0d5dc26d6b40a558fe4b06a95e01a7ef</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0036fd5b0d5dc26d6b40a558fe4b06a95e01a7ef</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0036fd5b0d5dc26d6b40a558fe4b06a95e01a7ef</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0036fd5b0d5dc26d6b40a558fe4b06a95e01a7ef/comments</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>38c516e7c81ec1e13f622748fc2d5290ca2aaf57</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/38c516e7c81ec1e13f622748fc2d5290ca2aaf57</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/38c516e7c81ec1e13f622748fc2d5290ca2aaf57</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>239</th>\n",
-       "      <td>481f95db5848a427bce0f863816e3c804ab2f667</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NDgxZjk1ZGI1ODQ4YTQyN2JjZTBmODYzODE2ZTNjODA0YWIyZjY2Nw==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-01-26T15:07:16Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-01-26T15:07:16Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.27.0\\n\\nUpdates to the HLA-B and HLA-C genomic sequences due to the omission of\\nB*42:02:01:01 and C*12:02:01:01 and truncation of B*39:01:01:03 and\\nB*58:01:01:01.</td>\n",
-       "      <td>381cc9246054a12316c5dce70b0fad71f5a84fb1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/381cc9246054a12316c5dce70b0fad71f5a84fb1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/481f95db5848a427bce0f863816e3c804ab2f667</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/481f95db5848a427bce0f863816e3c804ab2f667</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/481f95db5848a427bce0f863816e3c804ab2f667</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/481f95db5848a427bce0f863816e3c804ab2f667/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>0036fd5b0d5dc26d6b40a558fe4b06a95e01a7ef</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0036fd5b0d5dc26d6b40a558fe4b06a95e01a7ef</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0036fd5b0d5dc26d6b40a558fe4b06a95e01a7ef</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>240</th>\n",
-       "      <td>785d25ca252c14d915b9847577b9b1e987909572</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Nzg1ZDI1Y2EyNTJjMTRkOTE1Yjk4NDc1NzdiOWIxZTk4NzkwOTU3Mg==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-01-27T10:30:26Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-01-27T10:30:26Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.27.0\\n\\nAddition of README.md to WMDA directory</td>\n",
-       "      <td>3d10f9ba79eecc49eb55120d2716da281e3ed981</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/3d10f9ba79eecc49eb55120d2716da281e3ed981</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/785d25ca252c14d915b9847577b9b1e987909572</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/785d25ca252c14d915b9847577b9b1e987909572</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/785d25ca252c14d915b9847577b9b1e987909572</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/785d25ca252c14d915b9847577b9b1e987909572/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>481f95db5848a427bce0f863816e3c804ab2f667</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/481f95db5848a427bce0f863816e3c804ab2f667</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/481f95db5848a427bce0f863816e3c804ab2f667</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>241</th>\n",
-       "      <td>44e751fd95e7466f29e1890e9cb907a8fe5406ba</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NDRlNzUxZmQ5NWU3NDY2ZjI5ZTE4OTBlOWNiOTA3YThmZTU0MDZiYQ==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-01-27T10:34:00Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-01-27T10:34:00Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.27.0\\n\\nAddition of README.md to WMDA directory</td>\n",
-       "      <td>bcb552e78c57fc593d1a14882b770feb882cdf53</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/bcb552e78c57fc593d1a14882b770feb882cdf53</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/44e751fd95e7466f29e1890e9cb907a8fe5406ba</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/44e751fd95e7466f29e1890e9cb907a8fe5406ba</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/44e751fd95e7466f29e1890e9cb907a8fe5406ba</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/44e751fd95e7466f29e1890e9cb907a8fe5406ba/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>785d25ca252c14d915b9847577b9b1e987909572</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/785d25ca252c14d915b9847577b9b1e987909572</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/785d25ca252c14d915b9847577b9b1e987909572</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>242</th>\n",
-       "      <td>814e16d51b800a14a3ca90c394df84d90cc8c24d</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ODE0ZTE2ZDUxYjgwMGExNGEzY2E5MGMzOTRkZjg0ZDkwY2M4YzI0ZA==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-01-27T12:02:40Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-01-27T12:02:40Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.27.0\\n\\nUpdates to the HLA-B genomic sequences due to the omission of\\nB*35:40N.</td>\n",
-       "      <td>8144c56677fbb25c50a975eb022d2bb0db8732c0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/8144c56677fbb25c50a975eb022d2bb0db8732c0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/814e16d51b800a14a3ca90c394df84d90cc8c24d</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/814e16d51b800a14a3ca90c394df84d90cc8c24d</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/814e16d51b800a14a3ca90c394df84d90cc8c24d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/814e16d51b800a14a3ca90c394df84d90cc8c24d/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>44e751fd95e7466f29e1890e9cb907a8fe5406ba</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/44e751fd95e7466f29e1890e9cb907a8fe5406ba</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/44e751fd95e7466f29e1890e9cb907a8fe5406ba</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>243</th>\n",
-       "      <td>c36e0c7ab391a1f313b1ddc5058c8677f2d170ae</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YzM2ZTBjN2FiMzkxYTFmMzEzYjFkZGM1MDU4Yzg2NzdmMmQxNzBhZQ==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-01-27T15:44:02Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2017-01-27T15:44:02Z</td>\n",
-       "      <td>Merge pull request #99 from ANHIG/3270\\n\\n3270</td>\n",
-       "      <td>8144c56677fbb25c50a975eb022d2bb0db8732c0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/8144c56677fbb25c50a975eb022d2bb0db8732c0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/c36e0c7ab391a1f313b1ddc5058c8677f2d170ae</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c36e0c7ab391a1f313b1ddc5058c8677f2d170ae</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c36e0c7ab391a1f313b1ddc5058c8677f2d170ae</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c36e0c7ab391a1f313b1ddc5058c8677f2d170ae/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>d41d8b49df8ed0dbe3f49f468aa90b36a89fa63f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d41d8b49df8ed0dbe3f49f468aa90b36a89fa63f</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d41d8b49df8ed0dbe3f49f468aa90b36a89fa63f</td>\n",
-       "      <td>814e16d51b800a14a3ca90c394df84d90cc8c24d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/814e16d51b800a14a3ca90c394df84d90cc8c24d</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/814e16d51b800a14a3ca90c394df84d90cc8c24d</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>244</th>\n",
-       "      <td>7c558d92c641955ce1f03be38e95057cc47ddeea</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6N2M1NThkOTJjNjQxOTU1Y2UxZjAzYmUzOGU5NTA1N2NjNDdkZGVlYQ==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-02-17T11:22:46Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-02-17T11:22:46Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.27.0\\n\\nUpdates to the HLA-C and HLA-DQB1 genomic sequences to address issues\\nwith C*12:02:02 and DQB1*04:02:01:01</td>\n",
-       "      <td>8a28b3bca8594ade53f114656e769743eb7540d3</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/8a28b3bca8594ade53f114656e769743eb7540d3</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/7c558d92c641955ce1f03be38e95057cc47ddeea</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7c558d92c641955ce1f03be38e95057cc47ddeea</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7c558d92c641955ce1f03be38e95057cc47ddeea</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7c558d92c641955ce1f03be38e95057cc47ddeea/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>814e16d51b800a14a3ca90c394df84d90cc8c24d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/814e16d51b800a14a3ca90c394df84d90cc8c24d</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/814e16d51b800a14a3ca90c394df84d90cc8c24d</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>245</th>\n",
-       "      <td>2035667b138c8149538a64cc0870ec8bdb7da3f9</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MjAzNTY2N2IxMzhjODE0OTUzOGE2NGNjMDg3MGVjOGJkYjdkYTNmOQ==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-02-17T11:23:57Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2017-02-17T11:23:57Z</td>\n",
-       "      <td>Merge pull request #100 from ANHIG/3270\\n\\nIPD-IMGT/HLA Release 3.27.0</td>\n",
-       "      <td>8a28b3bca8594ade53f114656e769743eb7540d3</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/8a28b3bca8594ade53f114656e769743eb7540d3</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/2035667b138c8149538a64cc0870ec8bdb7da3f9</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2035667b138c8149538a64cc0870ec8bdb7da3f9</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2035667b138c8149538a64cc0870ec8bdb7da3f9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2035667b138c8149538a64cc0870ec8bdb7da3f9/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>c36e0c7ab391a1f313b1ddc5058c8677f2d170ae</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c36e0c7ab391a1f313b1ddc5058c8677f2d170ae</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c36e0c7ab391a1f313b1ddc5058c8677f2d170ae</td>\n",
-       "      <td>7c558d92c641955ce1f03be38e95057cc47ddeea</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7c558d92c641955ce1f03be38e95057cc47ddeea</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7c558d92c641955ce1f03be38e95057cc47ddeea</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>246</th>\n",
-       "      <td>fdfbacb192894a95177245e08264d591d3980725</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZmRmYmFjYjE5Mjg5NGE5NTE3NzI0NWUwODI2NGQ1OTFkMzk4MDcyNQ==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-03-09T14:30:23Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2017-03-09T14:30:23Z</td>\n",
-       "      <td>Update README.md</td>\n",
-       "      <td>adcfa34d92a4362ff14816af69e13ba33addc2fa</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/adcfa34d92a4362ff14816af69e13ba33addc2fa</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/fdfbacb192894a95177245e08264d591d3980725</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fdfbacb192894a95177245e08264d591d3980725</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/fdfbacb192894a95177245e08264d591d3980725</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fdfbacb192894a95177245e08264d591d3980725/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>7c558d92c641955ce1f03be38e95057cc47ddeea</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7c558d92c641955ce1f03be38e95057cc47ddeea</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7c558d92c641955ce1f03be38e95057cc47ddeea</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>247</th>\n",
-       "      <td>2f21b0efa38a21b4f66437181e4337bd7aaa04ab</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MmYyMWIwZWZhMzhhMjFiNGY2NjQzNzE4MWU0MzM3YmQ3YWFhMDRhYg==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-03-09T14:33:14Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2017-03-09T14:33:14Z</td>\n",
-       "      <td>Merge pull request #101 from ANHIG/3270\\n\\nUpdate README.md</td>\n",
-       "      <td>adcfa34d92a4362ff14816af69e13ba33addc2fa</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/adcfa34d92a4362ff14816af69e13ba33addc2fa</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/2f21b0efa38a21b4f66437181e4337bd7aaa04ab</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2f21b0efa38a21b4f66437181e4337bd7aaa04ab</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2f21b0efa38a21b4f66437181e4337bd7aaa04ab</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2f21b0efa38a21b4f66437181e4337bd7aaa04ab/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>2035667b138c8149538a64cc0870ec8bdb7da3f9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2035667b138c8149538a64cc0870ec8bdb7da3f9</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2035667b138c8149538a64cc0870ec8bdb7da3f9</td>\n",
-       "      <td>fdfbacb192894a95177245e08264d591d3980725</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fdfbacb192894a95177245e08264d591d3980725</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/fdfbacb192894a95177245e08264d591d3980725</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>248</th>\n",
-       "      <td>f37aec9570a2a6f05cf7341781cadfe1d98a7d7e</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZjM3YWVjOTU3MGEyYTZmMDVjZjczNDE3ODFjYWRmZTFkOThhN2Q3ZQ==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-04-13T11:38:20Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2017-04-13T11:38:20Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.26.0 - XML Patch\\n\\nAdded release number and date to headers of file</td>\n",
-       "      <td>90be1c11b95faa9ef7714b150f5a19e1c02ad6b5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/90be1c11b95faa9ef7714b150f5a19e1c02ad6b5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/f37aec9570a2a6f05cf7341781cadfe1d98a7d7e</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f37aec9570a2a6f05cf7341781cadfe1d98a7d7e</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f37aec9570a2a6f05cf7341781cadfe1d98a7d7e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f37aec9570a2a6f05cf7341781cadfe1d98a7d7e/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>dc30eaa5e37a87beb406cb7eded516d74ae32097</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/dc30eaa5e37a87beb406cb7eded516d74ae32097</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/dc30eaa5e37a87beb406cb7eded516d74ae32097</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>249</th>\n",
-       "      <td>abccbbfe6192ad26e04d5392c112e39951eec1aa</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YWJjY2JiZmU2MTkyYWQyNmUwNGQ1MzkyYzExMmUzOTk1MWVlYzFhYQ==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-04-18T09:47:03Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-04-18T09:47:03Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.28.0\\n\\nFiles for IPD-IMGT/HLA Release 3.28.0</td>\n",
-       "      <td>00456164fcd9524ddbf23e35e84f0c99e7430b6e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/00456164fcd9524ddbf23e35e84f0c99e7430b6e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/abccbbfe6192ad26e04d5392c112e39951eec1aa</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/abccbbfe6192ad26e04d5392c112e39951eec1aa</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/abccbbfe6192ad26e04d5392c112e39951eec1aa</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/abccbbfe6192ad26e04d5392c112e39951eec1aa/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>2f21b0efa38a21b4f66437181e4337bd7aaa04ab</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2f21b0efa38a21b4f66437181e4337bd7aaa04ab</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2f21b0efa38a21b4f66437181e4337bd7aaa04ab</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>250</th>\n",
-       "      <td>af3948942c421276835dcc20deb6dc88d90a93b5</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YWYzOTQ4OTQyYzQyMTI3NjgzNWRjYzIwZGViNmRjODhkOTBhOTNiNQ==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-04-18T09:48:30Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2017-04-18T09:48:30Z</td>\n",
-       "      <td>Merge pull request #102 from ANHIG/3280\\n\\nIPD-IMGT/HLA Release 3.28.0</td>\n",
-       "      <td>00456164fcd9524ddbf23e35e84f0c99e7430b6e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/00456164fcd9524ddbf23e35e84f0c99e7430b6e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/af3948942c421276835dcc20deb6dc88d90a93b5</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/af3948942c421276835dcc20deb6dc88d90a93b5</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/af3948942c421276835dcc20deb6dc88d90a93b5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/af3948942c421276835dcc20deb6dc88d90a93b5/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>2f21b0efa38a21b4f66437181e4337bd7aaa04ab</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2f21b0efa38a21b4f66437181e4337bd7aaa04ab</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2f21b0efa38a21b4f66437181e4337bd7aaa04ab</td>\n",
-       "      <td>abccbbfe6192ad26e04d5392c112e39951eec1aa</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/abccbbfe6192ad26e04d5392c112e39951eec1aa</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/abccbbfe6192ad26e04d5392c112e39951eec1aa</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>251</th>\n",
-       "      <td>72dbd49747c0d01d22bb090d8b847738d4ecd70c</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NzJkYmQ0OTc0N2MwZDAxZDIyYmIwOTBkOGI4NDc3MzhkNGVjZDcwYw==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-04-19T09:06:49Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2017-04-19T09:06:49Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.28.0\\n\\nRemoval of DPA1*02:02:01 from DPA1*02:02P group following deletion of DPA1*02:02:01</td>\n",
-       "      <td>cd1c23014354fa724b927a52dda667ee6bad0d27</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/cd1c23014354fa724b927a52dda667ee6bad0d27</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/72dbd49747c0d01d22bb090d8b847738d4ecd70c</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/72dbd49747c0d01d22bb090d8b847738d4ecd70c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/72dbd49747c0d01d22bb090d8b847738d4ecd70c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/72dbd49747c0d01d22bb090d8b847738d4ecd70c/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>abccbbfe6192ad26e04d5392c112e39951eec1aa</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/abccbbfe6192ad26e04d5392c112e39951eec1aa</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/abccbbfe6192ad26e04d5392c112e39951eec1aa</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>252</th>\n",
-       "      <td>652fff742a0b27d7ba2016cca7bd380c800658e8</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NjUyZmZmNzQyYTBiMjdkN2JhMjAxNmNjYTdiZDM4MGM4MDA2NThlOA==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-04-19T09:07:11Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2017-04-19T09:07:11Z</td>\n",
-       "      <td>Merge pull request #103 from ANHIG/3280\\n\\nIPD-IMGT/HLA Release 3.28.0</td>\n",
-       "      <td>cd1c23014354fa724b927a52dda667ee6bad0d27</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/cd1c23014354fa724b927a52dda667ee6bad0d27</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/652fff742a0b27d7ba2016cca7bd380c800658e8</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/652fff742a0b27d7ba2016cca7bd380c800658e8</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/652fff742a0b27d7ba2016cca7bd380c800658e8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/652fff742a0b27d7ba2016cca7bd380c800658e8/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>af3948942c421276835dcc20deb6dc88d90a93b5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/af3948942c421276835dcc20deb6dc88d90a93b5</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/af3948942c421276835dcc20deb6dc88d90a93b5</td>\n",
-       "      <td>72dbd49747c0d01d22bb090d8b847738d4ecd70c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/72dbd49747c0d01d22bb090d8b847738d4ecd70c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/72dbd49747c0d01d22bb090d8b847738d4ecd70c</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>253</th>\n",
-       "      <td>b3f386ec2c2bc43a823ecd09dcc888a32bb8aae1</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YjNmMzg2ZWMyYzJiYzQzYTgyM2VjZDA5ZGNjODg4YTMyYmI4YWFlMQ==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-04-19T10:46:28Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-04-19T10:46:28Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.28.0\\n\\nRemoval of A*03:279N from hla_nom_g.txt file, and update of md5\\nchecksums</td>\n",
-       "      <td>87286fa5696dba76d8d4b11cde18389469262997</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/87286fa5696dba76d8d4b11cde18389469262997</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/b3f386ec2c2bc43a823ecd09dcc888a32bb8aae1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b3f386ec2c2bc43a823ecd09dcc888a32bb8aae1</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b3f386ec2c2bc43a823ecd09dcc888a32bb8aae1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b3f386ec2c2bc43a823ecd09dcc888a32bb8aae1/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>72dbd49747c0d01d22bb090d8b847738d4ecd70c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/72dbd49747c0d01d22bb090d8b847738d4ecd70c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/72dbd49747c0d01d22bb090d8b847738d4ecd70c</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>254</th>\n",
-       "      <td>355263814c3236a3513b46396bfbcfdf6b8f222e</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MzU1MjYzODE0YzMyMzZhMzUxM2I0NjM5NmJmYmNmZGY2YjhmMjIyZQ==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-04-19T10:47:08Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2017-04-19T10:47:08Z</td>\n",
-       "      <td>Merge pull request #104 from ANHIG/3280\\n\\nIPD-IMGT/HLA Release 3.28.0</td>\n",
-       "      <td>87286fa5696dba76d8d4b11cde18389469262997</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/87286fa5696dba76d8d4b11cde18389469262997</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/355263814c3236a3513b46396bfbcfdf6b8f222e</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/355263814c3236a3513b46396bfbcfdf6b8f222e</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/355263814c3236a3513b46396bfbcfdf6b8f222e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/355263814c3236a3513b46396bfbcfdf6b8f222e/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
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-       "      <td>b3f386ec2c2bc43a823ecd09dcc888a32bb8aae1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b3f386ec2c2bc43a823ecd09dcc888a32bb8aae1</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b3f386ec2c2bc43a823ecd09dcc888a32bb8aae1</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>255</th>\n",
-       "      <td>4a543c59a2e838e82fb9e2388670552e96b565ac</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NGE1NDNjNTlhMmU4MzhlODJmYjllMjM4ODY3MDU1MmU5NmI1NjVhYw==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-05-05T09:08:02Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-05-05T09:08:02Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.28.0\\n\\nUpdate to the exon coordinates listed in the hla.dat files for\\nB*15:149N and B*15:246N</td>\n",
-       "      <td>cb1790604b2e3914bcfcb459c26a2dd256296372</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4a543c59a2e838e82fb9e2388670552e96b565ac</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4a543c59a2e838e82fb9e2388670552e96b565ac</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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-       "      <td>jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>b3f386ec2c2bc43a823ecd09dcc888a32bb8aae1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b3f386ec2c2bc43a823ecd09dcc888a32bb8aae1</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b3f386ec2c2bc43a823ecd09dcc888a32bb8aae1</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>256</th>\n",
-       "      <td>8f540a9fb67f53c1d6f43f7e9250b10c9da4e8f7</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OGY1NDBhOWZiNjdmNTNjMWQ2ZjQzZjdlOTI1MGIxMGM5ZGE0ZThmNw==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-05-05T09:08:48Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2017-05-05T09:08:48Z</td>\n",
-       "      <td>Merge pull request #105 from ANHIG/3280\\n\\nIPD-IMGT/HLA Release 3.28.0</td>\n",
-       "      <td>cb1790604b2e3914bcfcb459c26a2dd256296372</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8f540a9fb67f53c1d6f43f7e9250b10c9da4e8f7</td>\n",
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-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
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-       "      <td>https://api.github.com/users/jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
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-       "      <td>web-flow</td>\n",
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-       "      <td>4a543c59a2e838e82fb9e2388670552e96b565ac</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4a543c59a2e838e82fb9e2388670552e96b565ac</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4a543c59a2e838e82fb9e2388670552e96b565ac</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>257</th>\n",
-       "      <td>ba5cb3d05c7b3ba5024cdafa192d89af186f08a9</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YmE1Y2IzZDA1YzdiM2JhNTAyNGNkYWZhMTkyZDg5YWYxODZmMDhhOQ==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
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-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-07T13:49:28Z</td>\n",
-       "      <td>Addition of historical WMDA files\\n\\nAddition of historical WMDA files</td>\n",
-       "      <td>9eafc92b0944c5e08f7c4b9faeb75c491d293a8a</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ba5cb3d05c7b3ba5024cdafa192d89af186f08a9</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>258</th>\n",
-       "      <td>bf257304fe44a170cbd382148caa14e14b3d0f8b</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YmYyNTczMDRmZTQ0YTE3MGNiZDM4MjE0OGNhYTE0ZTE0YjNkMGY4Yg==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-07T13:52:43Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-07T13:52:43Z</td>\n",
-       "      <td>Addition of historical WMDA files\\n\\nAddition of historical WMDA files</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
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-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bf257304fe44a170cbd382148caa14e14b3d0f8b</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>4730fe74e15427e2e909aa19212d537c389c9e18</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4730fe74e15427e2e909aa19212d537c389c9e18</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4730fe74e15427e2e909aa19212d537c389c9e18</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>259</th>\n",
-       "      <td>eb82250f8b0eb9d1cc54a108d05ab8fa3e0a8d18</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZWI4MjI1MGY4YjBlYjlkMWNjNTRhMTA4ZDA1YWI4ZmEzZTBhOGQxOA==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-07T15:21:27Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-07T15:21:27Z</td>\n",
-       "      <td>Addition of historical WMDA files\\n\\nAddition of historical WMDA files</td>\n",
-       "      <td>7a048d638ae6305e05e47079a1dfce0fc8184cb8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/7a048d638ae6305e05e47079a1dfce0fc8184cb8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/eb82250f8b0eb9d1cc54a108d05ab8fa3e0a8d18</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/eb82250f8b0eb9d1cc54a108d05ab8fa3e0a8d18</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/eb82250f8b0eb9d1cc54a108d05ab8fa3e0a8d18</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/eb82250f8b0eb9d1cc54a108d05ab8fa3e0a8d18/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
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-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>c1391b0a42b32da22b24d46b78c5ab1efe9b21e8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c1391b0a42b32da22b24d46b78c5ab1efe9b21e8</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c1391b0a42b32da22b24d46b78c5ab1efe9b21e8</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>260</th>\n",
-       "      <td>e1535af59a925b01fe67ba1c0a6c6f20960493e6</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZTE1MzVhZjU5YTkyNWIwMWZlNjdiYTFjMGE2YzZmMjA5NjA0OTNlNg==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-07T15:22:41Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-07T15:22:41Z</td>\n",
-       "      <td>Addition of WMDA files\\n\\nAddition of WMDA files</td>\n",
-       "      <td>f3bb133c33fdf166e851e2fd6345c3f7c0f0ea1e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/f3bb133c33fdf166e851e2fd6345c3f7c0f0ea1e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/e1535af59a925b01fe67ba1c0a6c6f20960493e6</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e1535af59a925b01fe67ba1c0a6c6f20960493e6</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e1535af59a925b01fe67ba1c0a6c6f20960493e6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e1535af59a925b01fe67ba1c0a6c6f20960493e6/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>07313301b74c4c0bd95755b48de1e426eda70712</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/07313301b74c4c0bd95755b48de1e426eda70712</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/07313301b74c4c0bd95755b48de1e426eda70712</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>261</th>\n",
-       "      <td>43be46757040bbd485bcdff1f7fe1e72be117fcf</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NDNiZTQ2NzU3MDQwYmJkNDg1YmNkZmYxZjdmZTFlNzJiZTExN2ZjZg==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-07T15:23:29Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-07T15:23:29Z</td>\n",
-       "      <td>Addition of WMDA files\\n\\nAddition of WMDA files</td>\n",
-       "      <td>398c520313700c23569f68a4b72f9feef79b5c3f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/398c520313700c23569f68a4b72f9feef79b5c3f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/43be46757040bbd485bcdff1f7fe1e72be117fcf</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/43be46757040bbd485bcdff1f7fe1e72be117fcf</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/43be46757040bbd485bcdff1f7fe1e72be117fcf</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/43be46757040bbd485bcdff1f7fe1e72be117fcf/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>2994c396f12803e8a850890c61f38dce385bad90</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2994c396f12803e8a850890c61f38dce385bad90</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2994c396f12803e8a850890c61f38dce385bad90</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>262</th>\n",
-       "      <td>6599041f06d568261be10f0bca306a772e5cd36c</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NjU5OTA0MWYwNmQ1NjgyNjFiZTEwZjBiY2EzMDZhNzcyZTVjZDM2Yw==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:32:52Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:32:52Z</td>\n",
-       "      <td>Addition of historical WMDA files\\n\\nAddition of historical WMDA files</td>\n",
-       "      <td>8adee4a151807186c77b0db7ab84cec4f659faa8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/8adee4a151807186c77b0db7ab84cec4f659faa8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/6599041f06d568261be10f0bca306a772e5cd36c</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6599041f06d568261be10f0bca306a772e5cd36c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6599041f06d568261be10f0bca306a772e5cd36c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6599041f06d568261be10f0bca306a772e5cd36c/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>340839349582612fd277eb5d046a355a15d291b3</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/340839349582612fd277eb5d046a355a15d291b3</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/340839349582612fd277eb5d046a355a15d291b3</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>263</th>\n",
-       "      <td>78bbe4865d1131f6843a4b2846f340a0d207a487</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NzhiYmU0ODY1ZDExMzFmNjg0M2E0YjI4NDZmMzQwYTBkMjA3YTQ4Nw==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:34:47Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:34:47Z</td>\n",
-       "      <td>Addition of WMDA Files\\n\\nAddition of WMDA Files</td>\n",
-       "      <td>c50b19357411e9089ce5277d1da6dbb46552c551</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/c50b19357411e9089ce5277d1da6dbb46552c551</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/78bbe4865d1131f6843a4b2846f340a0d207a487</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/78bbe4865d1131f6843a4b2846f340a0d207a487</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/78bbe4865d1131f6843a4b2846f340a0d207a487</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/78bbe4865d1131f6843a4b2846f340a0d207a487/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
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-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>62ca4ecb834e06f92e16cbd755e700b9d73aedad</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/62ca4ecb834e06f92e16cbd755e700b9d73aedad</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/62ca4ecb834e06f92e16cbd755e700b9d73aedad</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>264</th>\n",
-       "      <td>4d8879eb073b7852071734eaa2c41544bd552643</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NGQ4ODc5ZWIwNzNiNzg1MjA3MTczNGVhYTJjNDE1NDRiZDU1MjY0Mw==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:35:14Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:35:14Z</td>\n",
-       "      <td>Addition of WMDA Files\\n\\nAddition of WMDA Files</td>\n",
-       "      <td>365d13a9a1a9103365c82a3e1eb5d72ebc5747fc</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/365d13a9a1a9103365c82a3e1eb5d72ebc5747fc</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/4d8879eb073b7852071734eaa2c41544bd552643</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4d8879eb073b7852071734eaa2c41544bd552643</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4d8879eb073b7852071734eaa2c41544bd552643</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4d8879eb073b7852071734eaa2c41544bd552643/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>309db7b9ad74d01800c188d3d4cc2d31b73037b6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/309db7b9ad74d01800c188d3d4cc2d31b73037b6</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/309db7b9ad74d01800c188d3d4cc2d31b73037b6</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>265</th>\n",
-       "      <td>9243c652d3e942afed3397a0f97ecc38e365b731</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OTI0M2M2NTJkM2U5NDJhZmVkMzM5N2EwZjk3ZWNjMzhlMzY1YjczMQ==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:36:04Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:36:04Z</td>\n",
-       "      <td>Addition of WMDA Files\\n\\nAddition of WMDA Files</td>\n",
-       "      <td>69680aaf4f24973c2f5b9eefb7654f831ebc8b89</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/69680aaf4f24973c2f5b9eefb7654f831ebc8b89</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/9243c652d3e942afed3397a0f97ecc38e365b731</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9243c652d3e942afed3397a0f97ecc38e365b731</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9243c652d3e942afed3397a0f97ecc38e365b731</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9243c652d3e942afed3397a0f97ecc38e365b731/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>2e702eed7b7f877f24b096d35d5e53c9a071276a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2e702eed7b7f877f24b096d35d5e53c9a071276a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2e702eed7b7f877f24b096d35d5e53c9a071276a</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>266</th>\n",
-       "      <td>260494e5b0cc256e9e8864e1e08f6ea5bf83dceb</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MjYwNDk0ZTViMGNjMjU2ZTllODg2NGUxZTA4ZjZlYTViZjgzZGNlYg==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:37:01Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:37:01Z</td>\n",
-       "      <td>Addition of WMDA Files\\n\\nAddition of WMDA Files</td>\n",
-       "      <td>a810249eebce8b7e511c5cbb11e5f853c07c6e62</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/a810249eebce8b7e511c5cbb11e5f853c07c6e62</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/260494e5b0cc256e9e8864e1e08f6ea5bf83dceb</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/260494e5b0cc256e9e8864e1e08f6ea5bf83dceb</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/260494e5b0cc256e9e8864e1e08f6ea5bf83dceb</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/260494e5b0cc256e9e8864e1e08f6ea5bf83dceb/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>0de983f3897470047ecc176332187eff12580d7e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0de983f3897470047ecc176332187eff12580d7e</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0de983f3897470047ecc176332187eff12580d7e</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>267</th>\n",
-       "      <td>658df88d6a758ddf8c184de90b725c21bb5ece37</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NjU4ZGY4OGQ2YTc1OGRkZjhjMTg0ZGU5MGI3MjVjMjFiYjVlY2UzNw==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:38:41Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:38:41Z</td>\n",
-       "      <td>Addition of WMDA Files\\n\\nAddition of WMDA Files</td>\n",
-       "      <td>6b7a4db22b464769ae458b91b3b3270422ef8684</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/6b7a4db22b464769ae458b91b3b3270422ef8684</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/658df88d6a758ddf8c184de90b725c21bb5ece37</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>69a243a698555feac49dd16d1ab544d60b74115b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/69a243a698555feac49dd16d1ab544d60b74115b</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/69a243a698555feac49dd16d1ab544d60b74115b</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>268</th>\n",
-       "      <td>c8a80bdef97daefab0f4bdf27a1aab0e1b805b31</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YzhhODBiZGVmOTdkYWVmYWIwZjRiZGYyN2ExYWFiMGUxYjgwNWIzMQ==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:39:19Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:39:19Z</td>\n",
-       "      <td>Addition of WMDA Files\\n\\nAddition of WMDA Files</td>\n",
-       "      <td>fe0fb30b1587586298a97f0a7e7a6f7f02506146</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/fe0fb30b1587586298a97f0a7e7a6f7f02506146</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c8a80bdef97daefab0f4bdf27a1aab0e1b805b31</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c8a80bdef97daefab0f4bdf27a1aab0e1b805b31</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c8a80bdef97daefab0f4bdf27a1aab0e1b805b31/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>767691bb05170799914ce53cbbb05508bebcb0b3</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/767691bb05170799914ce53cbbb05508bebcb0b3</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/767691bb05170799914ce53cbbb05508bebcb0b3</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>269</th>\n",
-       "      <td>041318439bf0ba291f990faaa27cd6ad0a062d13</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDQxMzE4NDM5YmYwYmEyOTFmOTkwZmFhYTI3Y2Q2YWQwYTA2MmQxMw==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:39:51Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:39:51Z</td>\n",
-       "      <td>Addition of WMDA Files\\n\\nAddition of WMDA Files</td>\n",
-       "      <td>828505c38ee0173df29c5eedbaaebdfbe258dccc</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/828505c38ee0173df29c5eedbaaebdfbe258dccc</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/041318439bf0ba291f990faaa27cd6ad0a062d13</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/041318439bf0ba291f990faaa27cd6ad0a062d13</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/041318439bf0ba291f990faaa27cd6ad0a062d13</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/041318439bf0ba291f990faaa27cd6ad0a062d13/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>23044ee80c27f75bb34c9f9ac689b1c68cd65914</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/23044ee80c27f75bb34c9f9ac689b1c68cd65914</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/23044ee80c27f75bb34c9f9ac689b1c68cd65914</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>270</th>\n",
-       "      <td>e1cd1ec3e66f4ab2b218f6758ed315f557778655</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZTFjZDFlYzNlNjZmNGFiMmIyMThmNjc1OGVkMzE1ZjU1Nzc3ODY1NQ==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:40:46Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:40:46Z</td>\n",
-       "      <td>Update of WMDA Files\\n\\nUpdate of WMDA Files</td>\n",
-       "      <td>0a9d18e04ca058f8530631ac4a5082288f0c90cd</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/0a9d18e04ca058f8530631ac4a5082288f0c90cd</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/e1cd1ec3e66f4ab2b218f6758ed315f557778655</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e1cd1ec3e66f4ab2b218f6758ed315f557778655</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e1cd1ec3e66f4ab2b218f6758ed315f557778655</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e1cd1ec3e66f4ab2b218f6758ed315f557778655/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>041318439bf0ba291f990faaa27cd6ad0a062d13</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/041318439bf0ba291f990faaa27cd6ad0a062d13</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/041318439bf0ba291f990faaa27cd6ad0a062d13</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>271</th>\n",
-       "      <td>7ca4eb239a96884142d3ef0b0182d3bc84ec1bba</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6N2NhNGViMjM5YTk2ODg0MTQyZDNlZjBiMDE4MmQzYmM4NGVjMWJiYQ==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:41:27Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:41:27Z</td>\n",
-       "      <td>Addition of WMDA Files\\n\\nAddition of WMDA Files</td>\n",
-       "      <td>453cd91b2102b3c9230a0d9c6daf1c3f89580b26</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/453cd91b2102b3c9230a0d9c6daf1c3f89580b26</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/7ca4eb239a96884142d3ef0b0182d3bc84ec1bba</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7ca4eb239a96884142d3ef0b0182d3bc84ec1bba</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7ca4eb239a96884142d3ef0b0182d3bc84ec1bba</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7ca4eb239a96884142d3ef0b0182d3bc84ec1bba/comments</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>3abe7e12dcbc3824315959af4428c53bd760c6e7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3abe7e12dcbc3824315959af4428c53bd760c6e7</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3abe7e12dcbc3824315959af4428c53bd760c6e7</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>272</th>\n",
-       "      <td>89911df382bf499cd2fad648575d64f84e0ebee5</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ODk5MTFkZjM4MmJmNDk5Y2QyZmFkNjQ4NTc1ZDY0Zjg0ZTBlYmVlNQ==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:42:04Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:42:04Z</td>\n",
-       "      <td>Addition of WMDA Files\\n\\nAddition of WMDA Files</td>\n",
-       "      <td>0901f161df9166299033fe0f38f3b45b360954d2</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/0901f161df9166299033fe0f38f3b45b360954d2</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/89911df382bf499cd2fad648575d64f84e0ebee5</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/89911df382bf499cd2fad648575d64f84e0ebee5</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/89911df382bf499cd2fad648575d64f84e0ebee5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/89911df382bf499cd2fad648575d64f84e0ebee5/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>ee5a661314196af16994119d69b609f2b11de764</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ee5a661314196af16994119d69b609f2b11de764</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ee5a661314196af16994119d69b609f2b11de764</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>273</th>\n",
-       "      <td>5efd2671688f48f60637136f7712c046c0d3c9b4</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NWVmZDI2NzE2ODhmNDhmNjA2MzcxMzZmNzcxMmMwNDZjMGQzYzliNA==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:42:28Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:42:28Z</td>\n",
-       "      <td>Addition of WMDA Files\\n\\nAddition of WMDA Files</td>\n",
-       "      <td>885a8c3e3970d3567322c153fd1073a3aab8ef1c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/885a8c3e3970d3567322c153fd1073a3aab8ef1c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/5efd2671688f48f60637136f7712c046c0d3c9b4</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5efd2671688f48f60637136f7712c046c0d3c9b4</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5efd2671688f48f60637136f7712c046c0d3c9b4</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5efd2671688f48f60637136f7712c046c0d3c9b4/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>de232c0b9b1b2c33c4c5e7caa068c3d8e1a16a3c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/de232c0b9b1b2c33c4c5e7caa068c3d8e1a16a3c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/de232c0b9b1b2c33c4c5e7caa068c3d8e1a16a3c</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>274</th>\n",
-       "      <td>5945032a37b6bf1c2e798bf416aad6e1635b3aa7</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NTk0NTAzMmEzN2I2YmYxYzJlNzk4YmY0MTZhYWQ2ZTE2MzViM2FhNw==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:42:56Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:42:56Z</td>\n",
-       "      <td>Addition of WMDA Files\\n\\nAddition of WMDA Files</td>\n",
-       "      <td>cf26a3a65f6c4759c43f505bf677016f8ac785f6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/cf26a3a65f6c4759c43f505bf677016f8ac785f6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/5945032a37b6bf1c2e798bf416aad6e1635b3aa7</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5945032a37b6bf1c2e798bf416aad6e1635b3aa7</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5945032a37b6bf1c2e798bf416aad6e1635b3aa7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5945032a37b6bf1c2e798bf416aad6e1635b3aa7/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>4826201263c95aefc29beaeb323f883cf6b4edfb</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4826201263c95aefc29beaeb323f883cf6b4edfb</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4826201263c95aefc29beaeb323f883cf6b4edfb</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>275</th>\n",
-       "      <td>ada88d5af76675bb10c8a8b6491f963ee5d2f4ad</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YWRhODhkNWFmNzY2NzViYjEwYzhhOGI2NDkxZjk2M2VlNWQyZjRhZA==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:43:43Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:43:43Z</td>\n",
-       "      <td>Update of WMDA Files\\n\\nUpdate of WMDA Files</td>\n",
-       "      <td>65f5c4fb16aab12d682e9c8d9a6aa902563622dd</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/65f5c4fb16aab12d682e9c8d9a6aa902563622dd</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ada88d5af76675bb10c8a8b6491f963ee5d2f4ad</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ada88d5af76675bb10c8a8b6491f963ee5d2f4ad</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ada88d5af76675bb10c8a8b6491f963ee5d2f4ad</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ada88d5af76675bb10c8a8b6491f963ee5d2f4ad/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>5945032a37b6bf1c2e798bf416aad6e1635b3aa7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5945032a37b6bf1c2e798bf416aad6e1635b3aa7</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5945032a37b6bf1c2e798bf416aad6e1635b3aa7</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>276</th>\n",
-       "      <td>5c3aab6eea0b638551682adf029a947d11d41621</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NWMzYWFiNmVlYTBiNjM4NTUxNjgyYWRmMDI5YTk0N2QxMWQ0MTYyMQ==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:47:42Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:47:42Z</td>\n",
-       "      <td>Addition of WMDA Files and removal of files from Release 3.25.0\\n\\nThe directory was missing some data from Release 3.2.0 and contained\\nadditional data from Release 3.25.0. The additional files have been\\nremoved.</td>\n",
-       "      <td>a652bcc0717e448a6f7a06278df7fc84d5e6096b</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5c3aab6eea0b638551682adf029a947d11d41621</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5c3aab6eea0b638551682adf029a947d11d41621</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5c3aab6eea0b638551682adf029a947d11d41621/comments</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>42d79575c4f3d67f83a44a968eeb34ebe92085ad</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/42d79575c4f3d67f83a44a968eeb34ebe92085ad</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/42d79575c4f3d67f83a44a968eeb34ebe92085ad</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>277</th>\n",
-       "      <td>53f567078d46365a3fec66ac57316cc7c038f650</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NTNmNTY3MDc4ZDQ2MzY1YTNmZWM2NmFjNTczMTZjYzdjMDM4ZjY1MA==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:48:38Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:48:38Z</td>\n",
-       "      <td>Addition of WMDA files\\n\\nAddition of WMDA files</td>\n",
-       "      <td>2b38e1c6208a9c1389f346fe3b41f0a351cdc606</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/2b38e1c6208a9c1389f346fe3b41f0a351cdc606</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/53f567078d46365a3fec66ac57316cc7c038f650</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/53f567078d46365a3fec66ac57316cc7c038f650</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/53f567078d46365a3fec66ac57316cc7c038f650</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/53f567078d46365a3fec66ac57316cc7c038f650/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
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-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>beefc6c755f7c4255b5f3a6f38a706d2451161d1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/beefc6c755f7c4255b5f3a6f38a706d2451161d1</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/beefc6c755f7c4255b5f3a6f38a706d2451161d1</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>278</th>\n",
-       "      <td>1c7f60887bb500313f461c68c84fcacb7c567410</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MWM3ZjYwODg3YmI1MDAzMTNmNDYxYzY4Yzg0ZmNhY2I3YzU2NzQxMA==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:49:28Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:49:28Z</td>\n",
-       "      <td>Addition of WMDA files\\n\\nAddition of WMDA files</td>\n",
-       "      <td>5a5c9a2d218e4b862b03b24d3c3a44b79d9aa6a3</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/5a5c9a2d218e4b862b03b24d3c3a44b79d9aa6a3</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/1c7f60887bb500313f461c68c84fcacb7c567410</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1c7f60887bb500313f461c68c84fcacb7c567410</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1c7f60887bb500313f461c68c84fcacb7c567410</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1c7f60887bb500313f461c68c84fcacb7c567410/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
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-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>0e0482b4cc5fd3f7757f479284c27a940ea1f3d7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0e0482b4cc5fd3f7757f479284c27a940ea1f3d7</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0e0482b4cc5fd3f7757f479284c27a940ea1f3d7</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>279</th>\n",
-       "      <td>60a5b4fb4e1488b6e2f9109078a5bcaa43e69b36</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NjBhNWI0ZmI0ZTE0ODhiNmUyZjkxMDkwNzhhNWJjYWE0M2U2OWIzNg==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:50:04Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:50:04Z</td>\n",
-       "      <td>Addition of WMDA files\\n\\nAddition of WMDA files</td>\n",
-       "      <td>589db8b4d51e1af3c73f485268f241bdc37904d2</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/589db8b4d51e1af3c73f485268f241bdc37904d2</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/60a5b4fb4e1488b6e2f9109078a5bcaa43e69b36</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/60a5b4fb4e1488b6e2f9109078a5bcaa43e69b36</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/60a5b4fb4e1488b6e2f9109078a5bcaa43e69b36</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/60a5b4fb4e1488b6e2f9109078a5bcaa43e69b36/comments</td>\n",
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-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td>18fb9dc249237ad5cb0043fabc1519a11cd60604</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/18fb9dc249237ad5cb0043fabc1519a11cd60604</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/18fb9dc249237ad5cb0043fabc1519a11cd60604</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>280</th>\n",
-       "      <td>e547ac988250b42804d7d59a9d4b1d5a2e0855c5</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZTU0N2FjOTg4MjUwYjQyODA0ZDdkNTlhOWQ0YjFkNWEyZTA4NTVjNQ==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:50:34Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:50:34Z</td>\n",
-       "      <td>Addition of WMDA files\\n\\nAddition of WMDA files</td>\n",
-       "      <td>11451edb8631a2ee1fd2248bd9b14158135ca1b2</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/11451edb8631a2ee1fd2248bd9b14158135ca1b2</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/e547ac988250b42804d7d59a9d4b1d5a2e0855c5</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e547ac988250b42804d7d59a9d4b1d5a2e0855c5</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e547ac988250b42804d7d59a9d4b1d5a2e0855c5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e547ac988250b42804d7d59a9d4b1d5a2e0855c5/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>11bf2f4bfa5aacee1e93371db7031384464e0c00</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/11bf2f4bfa5aacee1e93371db7031384464e0c00</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/11bf2f4bfa5aacee1e93371db7031384464e0c00</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>281</th>\n",
-       "      <td>52f499bc735f01d48207bf6e8520b56d9e576a76</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NTJmNDk5YmM3MzVmMDFkNDgyMDdiZjZlODUyMGI1NmQ5ZTU3NmE3Ng==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:51:08Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:51:08Z</td>\n",
-       "      <td>Addition of WMDA checksum file\\n\\nAddition of WMDA checksum file</td>\n",
-       "      <td>7861db4070ca55df859908c8e0c1d2e27c947294</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/7861db4070ca55df859908c8e0c1d2e27c947294</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/52f499bc735f01d48207bf6e8520b56d9e576a76</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/52f499bc735f01d48207bf6e8520b56d9e576a76</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/52f499bc735f01d48207bf6e8520b56d9e576a76</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/52f499bc735f01d48207bf6e8520b56d9e576a76/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>975fe3fdb5f7a6a603407d8a402e972fd664ce77</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/975fe3fdb5f7a6a603407d8a402e972fd664ce77</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/975fe3fdb5f7a6a603407d8a402e972fd664ce77</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>282</th>\n",
-       "      <td>e46989ce2bccf8e58a520da10d172ef2960ed755</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZTQ2OTg5Y2UyYmNjZjhlNThhNTIwZGExMGQxNzJlZjI5NjBlZDc1NQ==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:51:36Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:51:36Z</td>\n",
-       "      <td>Addition of WMDA checksum file\\n\\nAddition of WMDA checksum file</td>\n",
-       "      <td>a2281e7bea1959cf7c3b8640e58e79a183a234d5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/a2281e7bea1959cf7c3b8640e58e79a183a234d5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/e46989ce2bccf8e58a520da10d172ef2960ed755</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e46989ce2bccf8e58a520da10d172ef2960ed755</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e46989ce2bccf8e58a520da10d172ef2960ed755</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e46989ce2bccf8e58a520da10d172ef2960ed755/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>ffb709269dad74b4d538be957ae318b0bd874c9e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ffb709269dad74b4d538be957ae318b0bd874c9e</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ffb709269dad74b4d538be957ae318b0bd874c9e</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>283</th>\n",
-       "      <td>c320d8541552dcad51ac9fc5d3dd09e4ef549a89</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YzMyMGQ4NTQxNTUyZGNhZDUxYWM5ZmM1ZDNkZDA5ZTRlZjU0OWE4OQ==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:52:10Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:52:10Z</td>\n",
-       "      <td>Addition of WMDA checksum file and removal of zipped archives\\n\\nAddition of WMDA checksum file and removal of zipped archives</td>\n",
-       "      <td>2f299f70a69316f8bf1e442663be385f9a4408b6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/2f299f70a69316f8bf1e442663be385f9a4408b6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/c320d8541552dcad51ac9fc5d3dd09e4ef549a89</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c320d8541552dcad51ac9fc5d3dd09e4ef549a89</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c320d8541552dcad51ac9fc5d3dd09e4ef549a89</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c320d8541552dcad51ac9fc5d3dd09e4ef549a89/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>7d90e5cc213b23a0d743e9c53071ba84651bfe5a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7d90e5cc213b23a0d743e9c53071ba84651bfe5a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7d90e5cc213b23a0d743e9c53071ba84651bfe5a</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>284</th>\n",
-       "      <td>039466eee45519d41411df5783695dbe8dc7843a</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDM5NDY2ZWVlNDU1MTlkNDE0MTFkZjU3ODM2OTVkYmU4ZGM3ODQzYQ==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:52:35Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:52:35Z</td>\n",
-       "      <td>Addition of WMDA checksum file and removal of zipped archives\\n\\nAddition of WMDA checksum file and removal of zipped archives</td>\n",
-       "      <td>316a00e04776ddc4b5c63fcaa8bfa832328bc2ea</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/316a00e04776ddc4b5c63fcaa8bfa832328bc2ea</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/039466eee45519d41411df5783695dbe8dc7843a</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/039466eee45519d41411df5783695dbe8dc7843a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/039466eee45519d41411df5783695dbe8dc7843a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/039466eee45519d41411df5783695dbe8dc7843a/comments</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
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-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>7fdf01fe7d6d820e528facfd2667fadd97f72d36</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7fdf01fe7d6d820e528facfd2667fadd97f72d36</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7fdf01fe7d6d820e528facfd2667fadd97f72d36</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>285</th>\n",
-       "      <td>83b4e1cc168c66466a246f63da7b62b42d412110</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ODNiNGUxY2MxNjhjNjY0NjZhMjQ2ZjYzZGE3YjYyYjQyZDQxMjExMA==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:53:31Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-06-21T14:53:31Z</td>\n",
-       "      <td>Addition of WMDA checksum file\\n\\nAddition of WMDA checksum file</td>\n",
-       "      <td>259f4f55bf5d9b7c7d431471be0edc4e8f31534c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/259f4f55bf5d9b7c7d431471be0edc4e8f31534c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/83b4e1cc168c66466a246f63da7b62b42d412110</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/83b4e1cc168c66466a246f63da7b62b42d412110</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/83b4e1cc168c66466a246f63da7b62b42d412110</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/83b4e1cc168c66466a246f63da7b62b42d412110/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
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-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>f37aec9570a2a6f05cf7341781cadfe1d98a7d7e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f37aec9570a2a6f05cf7341781cadfe1d98a7d7e</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f37aec9570a2a6f05cf7341781cadfe1d98a7d7e</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>286</th>\n",
-       "      <td>3faa0d6f4dbefeb3fa6d0574aa9ce053deeec968</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6M2ZhYTBkNmY0ZGJlZmViM2ZhNmQwNTc0YWE5Y2UwNTNkZWVlYzk2OA==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-07-12T09:03:03Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-07-12T09:03:03Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.29.0\\n\\nFiles for IPD-IMGT/HLA Release 3.29.0</td>\n",
-       "      <td>1ac635deb7795fb6cd2c12c4e672241e5056de8f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/1ac635deb7795fb6cd2c12c4e672241e5056de8f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/3faa0d6f4dbefeb3fa6d0574aa9ce053deeec968</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3faa0d6f4dbefeb3fa6d0574aa9ce053deeec968</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3faa0d6f4dbefeb3fa6d0574aa9ce053deeec968</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3faa0d6f4dbefeb3fa6d0574aa9ce053deeec968/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>4a543c59a2e838e82fb9e2388670552e96b565ac</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4a543c59a2e838e82fb9e2388670552e96b565ac</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4a543c59a2e838e82fb9e2388670552e96b565ac</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>287</th>\n",
-       "      <td>684864ec79bc932ba4789b787171f7487b8cc025</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Njg0ODY0ZWM3OWJjOTMyYmE0Nzg5Yjc4NzE3MWY3NDg3YjhjYzAyNQ==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-07-12T09:08:09Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-07-12T09:08:09Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.28.0\\n\\nUpdate to README regarding gen.txt files</td>\n",
-       "      <td>67d7aefe9d11a8d24c6a03bee70f4693175c467e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/67d7aefe9d11a8d24c6a03bee70f4693175c467e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/684864ec79bc932ba4789b787171f7487b8cc025</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/684864ec79bc932ba4789b787171f7487b8cc025</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/684864ec79bc932ba4789b787171f7487b8cc025</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/684864ec79bc932ba4789b787171f7487b8cc025/comments</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
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-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>3faa0d6f4dbefeb3fa6d0574aa9ce053deeec968</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3faa0d6f4dbefeb3fa6d0574aa9ce053deeec968</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3faa0d6f4dbefeb3fa6d0574aa9ce053deeec968</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>288</th>\n",
-       "      <td>de01b0573fd9108539ef10b4e44b12d334085871</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZGUwMWIwNTczZmQ5MTA4NTM5ZWYxMGI0ZTQ0YjEyZDMzNDA4NTg3MQ==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-07-12T09:10:39Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-07-12T09:10:39Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.29.0\\n\\nUpdate to README regarding gen.txt files</td>\n",
-       "      <td>612b00f8f2b5e7b10d5d3221059fa8c39e4629d7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/612b00f8f2b5e7b10d5d3221059fa8c39e4629d7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/de01b0573fd9108539ef10b4e44b12d334085871</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/de01b0573fd9108539ef10b4e44b12d334085871</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/de01b0573fd9108539ef10b4e44b12d334085871</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
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-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>684864ec79bc932ba4789b787171f7487b8cc025</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/684864ec79bc932ba4789b787171f7487b8cc025</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/684864ec79bc932ba4789b787171f7487b8cc025</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>289</th>\n",
-       "      <td>090c0ae6d951af2729c5e58c334a19530cc92462</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDkwYzBhZTZkOTUxYWYyNzI5YzVlNThjMzM0YTE5NTMwY2M5MjQ2Mg==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-07-12T09:15:01Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2017-07-12T09:15:01Z</td>\n",
-       "      <td>Merge pull request #107 from ANHIG/3290\\n\\n3290</td>\n",
-       "      <td>612b00f8f2b5e7b10d5d3221059fa8c39e4629d7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/612b00f8f2b5e7b10d5d3221059fa8c39e4629d7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/090c0ae6d951af2729c5e58c334a19530cc92462</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/090c0ae6d951af2729c5e58c334a19530cc92462</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/090c0ae6d951af2729c5e58c334a19530cc92462</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/090c0ae6d951af2729c5e58c334a19530cc92462/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>8f540a9fb67f53c1d6f43f7e9250b10c9da4e8f7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8f540a9fb67f53c1d6f43f7e9250b10c9da4e8f7</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8f540a9fb67f53c1d6f43f7e9250b10c9da4e8f7</td>\n",
-       "      <td>de01b0573fd9108539ef10b4e44b12d334085871</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/de01b0573fd9108539ef10b4e44b12d334085871</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/de01b0573fd9108539ef10b4e44b12d334085871</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>290</th>\n",
-       "      <td>3524e254b9229f55204336ea48a08209ff4fcaf5</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MzUyNGUyNTRiOTIyOWY1NTIwNDMzNmVhNDhhMDgyMDlmZjRmY2FmNQ==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-07-13T08:50:49Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-07-13T08:50:49Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.29.0\\n\\nUpdate to hla_nom.txt, hla_nom_g.txt and hola_nom_p.txt</td>\n",
-       "      <td>6a8028d7cac673816c26c8436a43a4596dace282</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/6a8028d7cac673816c26c8436a43a4596dace282</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/3524e254b9229f55204336ea48a08209ff4fcaf5</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3524e254b9229f55204336ea48a08209ff4fcaf5</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3524e254b9229f55204336ea48a08209ff4fcaf5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3524e254b9229f55204336ea48a08209ff4fcaf5/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>de01b0573fd9108539ef10b4e44b12d334085871</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/de01b0573fd9108539ef10b4e44b12d334085871</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/de01b0573fd9108539ef10b4e44b12d334085871</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>291</th>\n",
-       "      <td>3bbf66f3b680f17e404388ed009202a082045458</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6M2JiZjY2ZjNiNjgwZjE3ZTQwNDM4OGVkMDA5MjAyYTA4MjA0NTQ1OA==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-07-13T08:51:19Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2017-07-13T08:51:19Z</td>\n",
-       "      <td>Merge pull request #108 from ANHIG/3290\\n\\nIPD-IMGT/HLA Release 3.29.0</td>\n",
-       "      <td>6a8028d7cac673816c26c8436a43a4596dace282</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/6a8028d7cac673816c26c8436a43a4596dace282</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/3bbf66f3b680f17e404388ed009202a082045458</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3bbf66f3b680f17e404388ed009202a082045458</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3bbf66f3b680f17e404388ed009202a082045458</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3bbf66f3b680f17e404388ed009202a082045458/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>090c0ae6d951af2729c5e58c334a19530cc92462</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/090c0ae6d951af2729c5e58c334a19530cc92462</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/090c0ae6d951af2729c5e58c334a19530cc92462</td>\n",
-       "      <td>3524e254b9229f55204336ea48a08209ff4fcaf5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3524e254b9229f55204336ea48a08209ff4fcaf5</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3524e254b9229f55204336ea48a08209ff4fcaf5</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>292</th>\n",
-       "      <td>ab4270d992aa01bdad00391cf9f75637ad639f4c</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YWI0MjcwZDk5MmFhMDFiZGFkMDAzOTFjZjlmNzU2MzdhZDYzOWY0Yw==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-07-21T14:16:04Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-07-21T14:16:04Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.29.0\\n\\nDQA1*05:05:01:03 contained commas (,) instead of periods (.) to\\nrepresent indels in the 3’ UTR in the DQA1_gen.txt and hla.dat files</td>\n",
-       "      <td>bc80d4c076d3145979e418438c8dc64a109c239a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/bc80d4c076d3145979e418438c8dc64a109c239a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ab4270d992aa01bdad00391cf9f75637ad639f4c</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ab4270d992aa01bdad00391cf9f75637ad639f4c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ab4270d992aa01bdad00391cf9f75637ad639f4c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ab4270d992aa01bdad00391cf9f75637ad639f4c/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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-       "      <td>False</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3524e254b9229f55204336ea48a08209ff4fcaf5</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3524e254b9229f55204336ea48a08209ff4fcaf5</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>293</th>\n",
-       "      <td>9daaf431bd16ef8619a8b625ba44b4b00ab32ac4</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OWRhYWY0MzFiZDE2ZWY4NjE5YThiNjI1YmE0NGI0YjAwYWIzMmFjNA==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-07-21T14:16:30Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2017-07-21T14:16:30Z</td>\n",
-       "      <td>Merge pull request #109 from ANHIG/3290\\n\\nIPD-IMGT/HLA Release 3.29.0</td>\n",
-       "      <td>bc80d4c076d3145979e418438c8dc64a109c239a</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9daaf431bd16ef8619a8b625ba44b4b00ab32ac4</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>3bbf66f3b680f17e404388ed009202a082045458</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3bbf66f3b680f17e404388ed009202a082045458</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3bbf66f3b680f17e404388ed009202a082045458</td>\n",
-       "      <td>ab4270d992aa01bdad00391cf9f75637ad639f4c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ab4270d992aa01bdad00391cf9f75637ad639f4c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ab4270d992aa01bdad00391cf9f75637ad639f4c</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>294</th>\n",
-       "      <td>47e2bd1bac36eaec7519074b32e7e51c91e2cbfb</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NDdlMmJkMWJhYzM2ZWFlYzc1MTkwNzRiMzJlN2U1MWM5MWUyY2JmYg==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-07-26T10:29:28Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-07-26T10:29:28Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.29.0\\n\\nUpdate to fix listed sequence length of DQA1*05:05:01:03 in hla.dat and\\nhla.xml and addition of B*40:155:01G to hla_ambigs.xml file.</td>\n",
-       "      <td>056d26070f881accf736007d5f84cd81b82d5ccb</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/056d26070f881accf736007d5f84cd81b82d5ccb</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/47e2bd1bac36eaec7519074b32e7e51c91e2cbfb</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/47e2bd1bac36eaec7519074b32e7e51c91e2cbfb</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/47e2bd1bac36eaec7519074b32e7e51c91e2cbfb</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/47e2bd1bac36eaec7519074b32e7e51c91e2cbfb/comments</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>ab4270d992aa01bdad00391cf9f75637ad639f4c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ab4270d992aa01bdad00391cf9f75637ad639f4c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ab4270d992aa01bdad00391cf9f75637ad639f4c</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>295</th>\n",
-       "      <td>887dff715147378da5ead94cb430cbfd7bb78900</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ODg3ZGZmNzE1MTQ3Mzc4ZGE1ZWFkOTRjYjQzMGNiZmQ3YmI3ODkwMA==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-07-26T10:30:22Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2017-07-26T10:30:22Z</td>\n",
-       "      <td>Merge pull request #110 from ANHIG/3290\\n\\nIPD-IMGT/HLA Release 3.29.0</td>\n",
-       "      <td>056d26070f881accf736007d5f84cd81b82d5ccb</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/056d26070f881accf736007d5f84cd81b82d5ccb</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/887dff715147378da5ead94cb430cbfd7bb78900</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/887dff715147378da5ead94cb430cbfd7bb78900</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/887dff715147378da5ead94cb430cbfd7bb78900</td>\n",
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-       "      <td>jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
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-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>9daaf431bd16ef8619a8b625ba44b4b00ab32ac4</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9daaf431bd16ef8619a8b625ba44b4b00ab32ac4</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9daaf431bd16ef8619a8b625ba44b4b00ab32ac4</td>\n",
-       "      <td>47e2bd1bac36eaec7519074b32e7e51c91e2cbfb</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/47e2bd1bac36eaec7519074b32e7e51c91e2cbfb</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/47e2bd1bac36eaec7519074b32e7e51c91e2cbfb</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>296</th>\n",
-       "      <td>ffc92e7718351a97dd6a76166f60743b2ec200cb</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZmZjOTJlNzcxODM1MWE5N2RkNmE3NjE2NmY2MDc0M2IyZWMyMDBjYg==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-08-17T14:22:40Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-08-17T14:22:40Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.29.0.1\\n\\nThe following changes have been made to the IPD-IMGT/HLA Database since\\nthe release of 3.29.0. There have been no changes to the CDS sequences,\\nwhich would result in allele name changes.\\n\\nThe following sequences: HLA-A*66:28N, HLA-B*59:10N, MICA*015,\\nMICA*017, MICA*068, MICA*083, MICA*084 have had sequence feature\\ncoordinates corrected in the XML and hla.dat files, these changes do\\nnot impact on the sequence, only the markup used in certain files.\\n\\nThe numbering of the genomic alignments of HLA-DQA1 was incorrect and\\nhas been updated in the text and online alignments.\\n\\nThe following changes have been made to the genomic sequences of a\\nnumber of Class II alleles.\\n\\nCommas in the genomic alignment for HLA-DQA1*05:05:01:03 have been\\ncorrected to full stops.\\n\\nThe following HLA-DQB1 and HLA-DRB1 sequences contained a number of\\nerrors in the 3.29.0 release, these sequences have been restored to the\\ncorrect sequence as published in release 3.28.0;\\n\\nDQB1*06:03:21, DQB1*06:03:23, DQB1*06:03:24, DQB1*06:03:25,\\nDQB1*06:03:26, DQB1*06:04:01, DQB1*06:09:01:01, DQB1*06:09:01:02,\\nDQB1*06:111, DQB1*06:117, DQB1*06:125, DRB1*03:01:01:01,\\nDQB1*06:228, DRB1*01:03:01, DRB1*04:01:01:01, DRB1*04:01:01:02,\\nDRB1*07:01:01:03 DRB1*10:01:01:02, DRB1*11:01:01:02, DRB1*11:02:01,\\nDRB1*11:03:01, DRB1*12:01:01:02, DRB1*12:01:01:03, DRB1*13:01:01:02,\\nDRB1*14:02:01, DRB1*15:02:01:02, DRB1*15:03:01:02 DRB1*16:01:01,\\nDRB1*16:02:01:02</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
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-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ffc92e7718351a97dd6a76166f60743b2ec200cb</td>\n",
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-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>297</th>\n",
-       "      <td>9bfeefc2260b746f6957c779cbf6b312d12a8315</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OWJmZWVmYzIyNjBiNzQ2ZjY5NTdjNzc5Y2JmNmIzMTJkMTJhODMxNQ==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-08-17T14:40:48Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-08-17T14:40:48Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.29.0.1\\n\\nThe following changes have been made to the IPD-IMGT/HLA Database since\\nthe release of 3.29.0. There have been no changes to the CDS sequences,\\nwhich would result in allele name changes.\\n\\nThe following sequences: HLA-A*66:28N, HLA-B*59:10N, MICA*015,\\nMICA*017, MICA*068, MICA*083, MICA*084 have had sequence feature\\ncoordinates corrected in the XML and hla.dat files, these changes do\\nnot impact on the sequence, only the markup used in certain files.\\n\\nThe numbering of the genomic alignments of HLA-DQA1 was incorrect and\\nhas been updated in the text and online alignments.\\n\\nThe following changes have been made to the genomic sequences of a\\nnumber of Class II alleles.\\n\\nCommas in the genomic alignment for HLA-DQA1*05:05:01:03 have been\\ncorrected to full stops.\\n\\nThe following HLA-DQB1 and HLA-DRB1 sequences contained a number of\\nerrors in the 3.29.0 release, these sequences have been restored to the\\ncorrect sequence as published in release 3.28.0;\\n\\nDQB1*06:03:21, DQB1*06:03:23, DQB1*06:03:24, DQB1*06:03:25,\\nDQB1*06:03:26, DQB1*06:04:01, DQB1*06:09:01:01, DQB1*06:09:01:02,\\nDQB1*06:111, DQB1*06:117, DQB1*06:125, DRB1*03:01:01:01,\\nDQB1*06:228, DRB1*01:03:01, DRB1*04:01:01:01, DRB1*04:01:01:02,\\nDRB1*07:01:01:03 DRB1*10:01:01:02, DRB1*11:01:01:02, DRB1*11:02:01,\\nDRB1*11:03:01, DRB1*12:01:01:02, DRB1*12:01:01:03, DRB1*13:01:01:02,\\nDRB1*14:02:01, DRB1*15:02:01:02, DRB1*15:03:01:02 DRB1*16:01:01,\\nDRB1*16:02:01:02</td>\n",
-       "      <td>6f07bade59823880646b2b872573bb2a7e81b66d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/6f07bade59823880646b2b872573bb2a7e81b66d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/9bfeefc2260b746f6957c779cbf6b312d12a8315</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9bfeefc2260b746f6957c779cbf6b312d12a8315</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9bfeefc2260b746f6957c779cbf6b312d12a8315</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ffc92e7718351a97dd6a76166f60743b2ec200cb</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ffc92e7718351a97dd6a76166f60743b2ec200cb</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>298</th>\n",
-       "      <td>c0c61df0b334cc454968643a3ffe278d73e8b13b</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YzBjNjFkZjBiMzM0Y2M0NTQ5Njg2NDNhM2ZmZTI3OGQ3M2U4YjEzYg==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-08-17T14:46:14Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2017-08-17T14:46:14Z</td>\n",
-       "      <td>Merge pull request #111 from ANHIG/3290\\n\\n3290</td>\n",
-       "      <td>6f07bade59823880646b2b872573bb2a7e81b66d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/6f07bade59823880646b2b872573bb2a7e81b66d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/c0c61df0b334cc454968643a3ffe278d73e8b13b</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c0c61df0b334cc454968643a3ffe278d73e8b13b</td>\n",
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-       "      <td>jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/887dff715147378da5ead94cb430cbfd7bb78900</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/887dff715147378da5ead94cb430cbfd7bb78900</td>\n",
-       "      <td>9bfeefc2260b746f6957c779cbf6b312d12a8315</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9bfeefc2260b746f6957c779cbf6b312d12a8315</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9bfeefc2260b746f6957c779cbf6b312d12a8315</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>299</th>\n",
-       "      <td>2d64b137a6c4f6a6f56b6bd78ef0dc7b1f859874</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MmQ2NGIxMzdhNmM0ZjZhNmY1NmI2YmQ3OGVmMGRjN2IxZjg1OTg3NA==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-08-17T15:00:48Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-08-17T15:00:48Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.29.0.1\\n\\nIPD-IMGT/HLA Release 3.29.0.1\\nThe following changes have been made to the IPD-IMGT/HLA Database since\\nthe release of 3.29.0. There have been no changes to the CDS sequences,\\nwhich would result in allele name changes.\\n\\nThe following sequences: HLA-A*66:28N, HLA-B*59:10N, MICA*015,\\nMICA*017, MICA*068, MICA*083, MICA*084 have had sequence feature\\ncoordinates corrected in the XML and hla.dat files, these changes do\\nnot impact on the sequence, only the markup used in certain files.\\n\\nThe numbering of the genomic alignments of HLA-DQA1 was incorrect and\\nhas been updated in the text and online alignments.\\n\\nThe following changes have been made to the genomic sequences of a\\nnumber of Class II alleles.\\n\\nCommas in the genomic alignment for HLA-DQA1*05:05:01:03 have been\\ncorrected to full stops.\\n\\nThe following HLA-DQB1 and HLA-DRB1 sequences contained a number of\\nerrors in the 3.29.0 release, these sequences have been restored to the\\ncorrect sequence as published in release 3.28.0;\\n\\nDQB1*06:03:21, DQB1*06:03:23, DQB1*06:03:24, DQB1*06:03:25,\\nDQB1*06:03:26, DQB1*06:04:01, DQB1*06:09:01:01, DQB1*06:09:01:02,\\nDQB1*06:111, DQB1*06:117, DQB1*06:125, DRB1*03:01:01:01,\\nDRB1*03:01:01:02, DQB1*06:228, DRB1*01:03:01, DRB1*04:01:01:01,\\nDRB1*04:01:01:02,\\nDRB1*07:01:01:03 DRB1*10:01:01:02, DRB1*11:01:01:02, DRB1*11:02:01,\\nDRB1*11:03:01, DRB1*12:01:01:02, DRB1*12:01:01:03, DRB1*13:01:01:02,\\nDRB1*14:02:01, DRB1*15:02:01:02, DRB1*15:03:01:02 DRB1*16:01:01,\\nDRB1*16:02:01:02</td>\n",
-       "      <td>3be29c2ac5b2912a629810d2304e3850873d97a0</td>\n",
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-       "      <td>0</td>\n",
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-       "      <td>unsigned</td>\n",
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-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2d64b137a6c4f6a6f56b6bd78ef0dc7b1f859874</td>\n",
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-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>9bfeefc2260b746f6957c779cbf6b312d12a8315</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9bfeefc2260b746f6957c779cbf6b312d12a8315</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9bfeefc2260b746f6957c779cbf6b312d12a8315</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>300</th>\n",
-       "      <td>5800ab43fe4afd66825db1e574176370558a94bf</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NTgwMGFiNDNmZTRhZmQ2NjgyNWRiMWU1NzQxNzYzNzA1NThhOTRiZg==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-08-17T15:03:53Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2017-08-17T15:03:53Z</td>\n",
-       "      <td>Merge pull request #112 from ANHIG/3290\\n\\nIPD-IMGT/HLA Release 3.29.0.1</td>\n",
-       "      <td>3be29c2ac5b2912a629810d2304e3850873d97a0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/3be29c2ac5b2912a629810d2304e3850873d97a0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/5800ab43fe4afd66825db1e574176370558a94bf</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5800ab43fe4afd66825db1e574176370558a94bf</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5800ab43fe4afd66825db1e574176370558a94bf</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5800ab43fe4afd66825db1e574176370558a94bf/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>c0c61df0b334cc454968643a3ffe278d73e8b13b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c0c61df0b334cc454968643a3ffe278d73e8b13b</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c0c61df0b334cc454968643a3ffe278d73e8b13b</td>\n",
-       "      <td>2d64b137a6c4f6a6f56b6bd78ef0dc7b1f859874</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2d64b137a6c4f6a6f56b6bd78ef0dc7b1f859874</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2d64b137a6c4f6a6f56b6bd78ef0dc7b1f859874</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>301</th>\n",
-       "      <td>d99d8aca3f01f7431741a998ea5cc2417d53ac9c</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZDk5ZDhhY2EzZjAxZjc0MzE3NDFhOTk4ZWE1Y2MyNDE3ZDUzYWM5Yw==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-10-26T09:30:35Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-10-26T09:30:35Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.30.0\\n\\nFiles for IPD-IMGT/HLA Release 3.30.0</td>\n",
-       "      <td>88094ebf9c6f2e192678a0fec6c62041a6f0e389</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/88094ebf9c6f2e192678a0fec6c62041a6f0e389</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/d99d8aca3f01f7431741a998ea5cc2417d53ac9c</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d99d8aca3f01f7431741a998ea5cc2417d53ac9c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d99d8aca3f01f7431741a998ea5cc2417d53ac9c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d99d8aca3f01f7431741a998ea5cc2417d53ac9c/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>2d64b137a6c4f6a6f56b6bd78ef0dc7b1f859874</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2d64b137a6c4f6a6f56b6bd78ef0dc7b1f859874</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2d64b137a6c4f6a6f56b6bd78ef0dc7b1f859874</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>302</th>\n",
-       "      <td>22d72b81647a52536359e041b14a962e177e3e09</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MjJkNzJiODE2NDdhNTI1MzYzNTllMDQxYjE0YTk2MmUxNzdlM2UwOQ==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-10-26T09:33:19Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2017-10-26T09:33:19Z</td>\n",
-       "      <td>Merge pull request #115 from ANHIG/3300\\n\\nIPD-IMGT/HLA Release 3.30.0</td>\n",
-       "      <td>88094ebf9c6f2e192678a0fec6c62041a6f0e389</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/88094ebf9c6f2e192678a0fec6c62041a6f0e389</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/22d72b81647a52536359e041b14a962e177e3e09</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/22d72b81647a52536359e041b14a962e177e3e09</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/22d72b81647a52536359e041b14a962e177e3e09</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/22d72b81647a52536359e041b14a962e177e3e09/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>5800ab43fe4afd66825db1e574176370558a94bf</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5800ab43fe4afd66825db1e574176370558a94bf</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5800ab43fe4afd66825db1e574176370558a94bf</td>\n",
-       "      <td>d99d8aca3f01f7431741a998ea5cc2417d53ac9c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d99d8aca3f01f7431741a998ea5cc2417d53ac9c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d99d8aca3f01f7431741a998ea5cc2417d53ac9c</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>303</th>\n",
-       "      <td>08554f8595c64127fc5d7cd316e046b7f0909cb2</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDg1NTRmODU5NWM2NDEyN2ZjNWQ3Y2QzMTZlMDQ2YjdmMDkwOWNiMg==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-11-10T10:15:45Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-11-10T10:15:45Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.30.0.\\n\\nThe CDS line of the hla.dat file has been updated, in response to\\nreported parser errors. The ‘&lt;‘ has been removed from all entries and\\nthe join condition is only used when at least two blocks of coordinates\\nare listed.</td>\n",
-       "      <td>526bd300cecdce6c39108fffd105e96a7086a342</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/526bd300cecdce6c39108fffd105e96a7086a342</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/08554f8595c64127fc5d7cd316e046b7f0909cb2</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/08554f8595c64127fc5d7cd316e046b7f0909cb2</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/08554f8595c64127fc5d7cd316e046b7f0909cb2</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/08554f8595c64127fc5d7cd316e046b7f0909cb2/comments</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
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-       "      <td>2017-11-10T10:17:18Z</td>\n",
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-       "      <td>NaN</td>\n",
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-       "      <th>305</th>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
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-       "      <td>NaN</td>\n",
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-       "    <tr>\n",
-       "      <th>306</th>\n",
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-       "      <td>james.robinson@anthonynolan.org</td>\n",
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-       "      <td>False</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/08554f8595c64127fc5d7cd316e046b7f0909cb2</td>\n",
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-       "      <td>1c2e1db1481078fd1fcb254e9b6077b7a0176fe9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1c2e1db1481078fd1fcb254e9b6077b7a0176fe9</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1c2e1db1481078fd1fcb254e9b6077b7a0176fe9</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>308</th>\n",
-       "      <td>3ec3328f771ccd276d42093b08b40110c22cf8bd</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6M2VjMzMyOGY3NzFjY2QyNzZkNDIwOTNiMDhiNDAxMTBjMjJjZjhiZA==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-11-27T19:54:43Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2017-11-27T19:54:43Z</td>\n",
-       "      <td>Update README.md</td>\n",
-       "      <td>b2d69f8dc5bb67b3fd79b168116d5cd535a81f29</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/b2d69f8dc5bb67b3fd79b168116d5cd535a81f29</td>\n",
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-       "      <td>0</td>\n",
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-       "      <td>valid</td>\n",
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-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/58c11d41888968d3d740007beb3106f869163a3a</td>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
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-       "    <tr>\n",
-       "      <th>309</th>\n",
-       "      <td>7e7f5b2d0b7ea8241b8d5f06657477781c4415a2</td>\n",
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-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-11-27T19:56:09Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2017-11-27T19:56:09Z</td>\n",
-       "      <td>Merge pull request #121 from ANHIG/3300\\n\\nUpdate to README.md</td>\n",
-       "      <td>b2d69f8dc5bb67b3fd79b168116d5cd535a81f29</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/b2d69f8dc5bb67b3fd79b168116d5cd535a81f29</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
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-       "      <td>tree b2d69f8dc5bb67b3fd79b168116d5cd535a81f29\\nparent 1c2e1db1481078fd1fcb254e9b6077b7a0176fe9\\nparent 3ec3328f771ccd276d42093b08b40110c22cf8bd\\nauthor Anthony Nolan HLA Informatics Group &lt;james.robinson@anthonynolan.org&gt; 1511812569 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1511812569 +0000\\n\\nMerge pull request #121 from ANHIG/3300\\n\\nUpdate to README.md</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7e7f5b2d0b7ea8241b8d5f06657477781c4415a2</td>\n",
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-       "      <td>User</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1c2e1db1481078fd1fcb254e9b6077b7a0176fe9</td>\n",
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-       "      <td>3ec3328f771ccd276d42093b08b40110c22cf8bd</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3ec3328f771ccd276d42093b08b40110c22cf8bd</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3ec3328f771ccd276d42093b08b40110c22cf8bd</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>310</th>\n",
-       "      <td>56c76906d05437800ab90b4124f2f508ef2ad046</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NTZjNzY5MDZkMDU0Mzc4MDBhYjkwYjQxMjRmMmY1MDhlZjJhZDA0Ng==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-11-29T11:41:25Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2017-11-29T11:41:25Z</td>\n",
-       "      <td>HLA.dat Manual\\n\\nA copy of the hla.dat manual</td>\n",
-       "      <td>d07395aaf55cad639377cee73fd2ce89e288552f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/d07395aaf55cad639377cee73fd2ce89e288552f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/56c76906d05437800ab90b4124f2f508ef2ad046</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
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-       "      <td>tree d07395aaf55cad639377cee73fd2ce89e288552f\\nparent 3ec3328f771ccd276d42093b08b40110c22cf8bd\\nauthor Anthony Nolan HLA Informatics Group &lt;james.robinson@anthonynolan.org&gt; 1511955685 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1511955685 +0000\\n\\nHLA.dat Manual\\n\\nA copy of the hla.dat manual</td>\n",
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-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3ec3328f771ccd276d42093b08b40110c22cf8bd</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
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-       "      <td>NaN</td>\n",
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-       "    <tr>\n",
-       "      <th>311</th>\n",
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-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-11-29T11:42:58Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2017-11-29T11:42:58Z</td>\n",
-       "      <td>Update Manual.md</td>\n",
-       "      <td>cc40c5eac565c2208b0a26b5c37194657ff21b84</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/cc40c5eac565c2208b0a26b5c37194657ff21b84</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/2bd125a7b3a4bc66c17557dce66458b460e44f13</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
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-       "      <td>tree cc40c5eac565c2208b0a26b5c37194657ff21b84\\nparent 56c76906d05437800ab90b4124f2f508ef2ad046\\nauthor Anthony Nolan HLA Informatics Group &lt;james.robinson@anthonynolan.org&gt; 1511955778 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1511955778 +0000\\n\\nUpdate Manual.md</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2bd125a7b3a4bc66c17557dce66458b460e44f13</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/56c76906d05437800ab90b4124f2f508ef2ad046</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/56c76906d05437800ab90b4124f2f508ef2ad046</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>312</th>\n",
-       "      <td>833f4eb56bf4eaa7e466680e7590ed7f993a6b18</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ODMzZjRlYjU2YmY0ZWFhN2U0NjY2ODBlNzU5MGVkN2Y5OTNhNmIxOA==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-11-29T11:44:51Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2017-11-29T11:44:51Z</td>\n",
-       "      <td>Update Manual.md</td>\n",
-       "      <td>676959c28da35aa5a34fc9207269b674e4304c90</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/676959c28da35aa5a34fc9207269b674e4304c90</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/833f4eb56bf4eaa7e466680e7590ed7f993a6b18</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaHp2zCRBK7hj4Ov3rIwAAdHIIAJznZhpWHJE2W+RvR52P4UtD\\nxjjpA8yFVxRxADrrAXDDgJmXa84Mqo2vTVUSlbkaE7bdLKA82LsEBV4lM0AArEVy\\nY3hKWY3019tyXmxkV7FhNLNSDnRd+IJcKzIgBTfxbNHtute9J+sekNaIV+44AqO8\\nYNqilaKTmbLNLksxPXqMraslN02HBw7fewmnjC9xmtrPrSwiHdTQezHqGN13uLX1\\ngMZxc1AE5nT9BNNMD5+YAhoTUobdEzREtHlgb4GOd9auTYK8ovnvThy3Cd654pPV\\nIBEIUAhxKmLrSEKhp4WiWlQLQDpKqRhDlak4csTXXRfqi9mok0QynZTtqAb/biM=\\n=ZP5k\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree 676959c28da35aa5a34fc9207269b674e4304c90\\nparent 2bd125a7b3a4bc66c17557dce66458b460e44f13\\nauthor Anthony Nolan HLA Informatics Group &lt;james.robinson@anthonynolan.org&gt; 1511955891 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1511955891 +0000\\n\\nUpdate Manual.md</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/833f4eb56bf4eaa7e466680e7590ed7f993a6b18</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/833f4eb56bf4eaa7e466680e7590ed7f993a6b18</td>\n",
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-       "      <td>jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>2bd125a7b3a4bc66c17557dce66458b460e44f13</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2bd125a7b3a4bc66c17557dce66458b460e44f13</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2bd125a7b3a4bc66c17557dce66458b460e44f13</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>313</th>\n",
-       "      <td>4438901e7a482548ab48cc25886281d438a1b2a5</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NDQzODkwMWU3YTQ4MjU0OGFiNDhjYzI1ODg2MjgxZDQzOGExYjJhNQ==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-11-29T11:48:04Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2017-11-29T11:48:04Z</td>\n",
-       "      <td>Update Manual.md</td>\n",
-       "      <td>b840491d885e7fea466c2303ac9e76a49330c80f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/b840491d885e7fea466c2303ac9e76a49330c80f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/4438901e7a482548ab48cc25886281d438a1b2a5</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaHp50CRBK7hj4Ov3rIwAAdHIIAKnr9tFtBLKq5UuwGP1w8VEB\\naVNg340nsweX9U5GEH2IGkI0XVVdyR34/A/0Ic+Mtloba5fVtnZiBJPD2z7QVGOV\\naTKC9NYZxd111CLw1TGgVS1yvQ1LM8bbkLh7XTvBC4Hw71wVbYqr9+bDsGYSN3V7\\nje2mee9uEAgUQJxoHXy7aYm6VW7Ew1MPn3TJjn/jlDxxLT1+jT7KjXCZUawxfWDC\\nJdqEcC4AwrVrKJwJNGR3U3YHKB6Zd8Vr4SQqFpyVFMPjJN+TIjxmIeQbaggVsKG2\\nzUj8bayHzWhqLeQ3OW1Pb0gsuHcWey4kk/Hr8YZA6WRYh0hF+zoG2Vy8HcpTl4E=\\n=YIqb\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree b840491d885e7fea466c2303ac9e76a49330c80f\\nparent 833f4eb56bf4eaa7e466680e7590ed7f993a6b18\\nauthor Anthony Nolan HLA Informatics Group &lt;james.robinson@anthonynolan.org&gt; 1511956084 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1511956084 +0000\\n\\nUpdate Manual.md</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4438901e7a482548ab48cc25886281d438a1b2a5</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4438901e7a482548ab48cc25886281d438a1b2a5</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
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-       "      <td>web-flow</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>833f4eb56bf4eaa7e466680e7590ed7f993a6b18</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/833f4eb56bf4eaa7e466680e7590ed7f993a6b18</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/833f4eb56bf4eaa7e466680e7590ed7f993a6b18</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>314</th>\n",
-       "      <td>a5dfe9973ad3f2e018d8786d1a325df0142138be</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YTVkZmU5OTczYWQzZjJlMDE4ZDg3ODZkMWEzMjVkZjAxNDIxMzhiZQ==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-11-29T11:48:59Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2017-11-29T11:48:59Z</td>\n",
-       "      <td>Update Manual.md</td>\n",
-       "      <td>c9390f6013c34f4cfec9f853969e4dc478896eb5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/c9390f6013c34f4cfec9f853969e4dc478896eb5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/a5dfe9973ad3f2e018d8786d1a325df0142138be</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaHp6rCRBK7hj4Ov3rIwAAdHIIAElkNiFfoqNhJaZezF3reL6+\\n3MYIh8Ofgze+EQO40qrDfpKBSHocPzbtyuRzWCpPfJP9R92Qd5s28pXAjjttc983\\nqpWlDAIKOLh7Bhs5B6lGaXNE/saBZdw73Bq/0DK6OXlCqMSOoiUQ6yb8VpAuJz8T\\nP7gWfNVntOktX1S6nKVTfsXbpdK5+MfiV31/m6sq7rtUiJTaCGXhiUAooKCWSQaj\\nmQNZKzpa2GIiMVfhAxPKUMYBCLA3ZZix+D8HdWxZJE/Xv4F3wai6PTWBKQNK/A5K\\n1BvdhW0GIrsRb4CpsL1H5+OZ/wS0IY7N4ZBmRpzSl5z8MPkXggw5Vb6GaSs1Jfw=\\n=XXxH\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree c9390f6013c34f4cfec9f853969e4dc478896eb5\\nparent 4438901e7a482548ab48cc25886281d438a1b2a5\\nauthor Anthony Nolan HLA Informatics Group &lt;james.robinson@anthonynolan.org&gt; 1511956139 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1511956139 +0000\\n\\nUpdate Manual.md</td>\n",
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-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a5dfe9973ad3f2e018d8786d1a325df0142138be</td>\n",
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-       "      <td>eb55f49c6095fba21b84e56b15e35a3b4d1677ef</td>\n",
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-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/eb55f49c6095fba21b84e56b15e35a3b4d1677ef</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>318</th>\n",
-       "      <td>c23a7bc6bba0269ee6e01572b06ea6483da2813b</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YzIzYTdiYzZiYmEwMjY5ZWU2ZTAxNTcyYjA2ZWE2NDgzZGEyODEzYg==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-11-30T10:02:36Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-11-30T10:02:37Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.30.0\\n\\nUpdates to Allele_status.txt as recently released alleles were not\\nincluded. Addition of manual for hla.dat file and md5checksum.txt\\nupdated.</td>\n",
-       "      <td>bb7dbad0a4952439e96286f46d0304fbd46ea0c9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/bb7dbad0a4952439e96286f46d0304fbd46ea0c9</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c23a7bc6bba0269ee6e01572b06ea6483da2813b</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c23a7bc6bba0269ee6e01572b06ea6483da2813b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c23a7bc6bba0269ee6e01572b06ea6483da2813b/comments</td>\n",
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-       "      <td>User</td>\n",
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-       "      <td>jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>eb55f49c6095fba21b84e56b15e35a3b4d1677ef</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/eb55f49c6095fba21b84e56b15e35a3b4d1677ef</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/eb55f49c6095fba21b84e56b15e35a3b4d1677ef</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>319</th>\n",
-       "      <td>687aad1961604b6d46d42c09870d7565c4a6e956</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Njg3YWFkMTk2MTYwNGI2ZDQ2ZDQyYzA5ODcwZDc1NjVjNGE2ZTk1Ng==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-11-30T10:04:18Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2017-11-30T10:04:18Z</td>\n",
-       "      <td>Merge pull request #123 from ANHIG/3300\\n\\nIPD-IMGT/HLA Release 3.30.0</td>\n",
-       "      <td>bb7dbad0a4952439e96286f46d0304fbd46ea0c9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/bb7dbad0a4952439e96286f46d0304fbd46ea0c9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/687aad1961604b6d46d42c09870d7565c4a6e956</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6551121884cd844b90a95d4a9ca8715326570628</td>\n",
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-       "      <td>c23a7bc6bba0269ee6e01572b06ea6483da2813b</td>\n",
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-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c23a7bc6bba0269ee6e01572b06ea6483da2813b</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>320</th>\n",
-       "      <td>292e50390ce03ef29bcd473abcfc4239fd5fddd6</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MjkyZTUwMzkwY2UwM2VmMjliY2Q0NzNhYmNmYzQyMzlmZDVmZGRkNg==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
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-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-12-01T10:07:12Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.30.0\\n\\nUpdate to Manual.md file details SV entry in ID line, and SV line.</td>\n",
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-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
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-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/292e50390ce03ef29bcd473abcfc4239fd5fddd6</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>c23a7bc6bba0269ee6e01572b06ea6483da2813b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c23a7bc6bba0269ee6e01572b06ea6483da2813b</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c23a7bc6bba0269ee6e01572b06ea6483da2813b</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>321</th>\n",
-       "      <td>63bcf41d5e8357579a01b5dde14dac4dee4b9f62</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NjNiY2Y0MWQ1ZTgzNTc1NzlhMDFiNWRkZTE0ZGFjNGRlZTRiOWY2Mg==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-12-01T10:10:06Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2017-12-01T10:10:06Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.30.0\\n\\nUpdate to Manual.md file details SV entry in ID line, and SV line.</td>\n",
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-       "      <td>unsigned</td>\n",
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-       "      <td>None</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>292e50390ce03ef29bcd473abcfc4239fd5fddd6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/292e50390ce03ef29bcd473abcfc4239fd5fddd6</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/292e50390ce03ef29bcd473abcfc4239fd5fddd6</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>322</th>\n",
-       "      <td>8753c19af7238360702ecbd5ac41c415d2721189</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ODc1M2MxOWFmNzIzODM2MDcwMmVjYmQ1YWM0MWM0MTVkMjcyMTE4OQ==</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-01-03T11:34:18Z</td>\n",
-       "      <td>anhig</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-01-03T11:34:18Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.30.0 Update\\n\\nUpdates to manual, and date and release number added to hla_ambigs.xml\\nfile.</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8753c19af7238360702ecbd5ac41c415d2721189</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8753c19af7238360702ecbd5ac41c415d2721189</td>\n",
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-       "      <td></td>\n",
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-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
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-       "      <td>jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>63bcf41d5e8357579a01b5dde14dac4dee4b9f62</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/63bcf41d5e8357579a01b5dde14dac4dee4b9f62</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/63bcf41d5e8357579a01b5dde14dac4dee4b9f62</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>323</th>\n",
-       "      <td>a7e4b0a53425162108bcebbf876b60151b575eee</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YTdlNGIwYTUzNDI1MTYyMTA4YmNlYmJmODc2YjYwMTUxYjU3NWVlZQ==</td>\n",
-       "      <td>Anthony Nolan HLA Informatics Group</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-01-03T11:36:08Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2018-01-03T11:36:08Z</td>\n",
-       "      <td>Merge pull request #124 from ANHIG/3300\\n\\nIPD-IMGT/HLA Release 3.30.0</td>\n",
-       "      <td>64990e259b1ec9b1bb9aa62ca4b1b41d876d832c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/64990e259b1ec9b1bb9aa62ca4b1b41d876d832c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/a7e4b0a53425162108bcebbf876b60151b575eee</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
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-       "      <td>tree 64990e259b1ec9b1bb9aa62ca4b1b41d876d832c\\nparent 687aad1961604b6d46d42c09870d7565c4a6e956\\nparent 8753c19af7238360702ecbd5ac41c415d2721189\\nauthor Anthony Nolan HLA Informatics Group &lt;james.robinson@anthonynolan.org&gt; 1514979368 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1514979368 +0000\\n\\nMerge pull request #124 from ANHIG/3300\\n\\nIPD-IMGT/HLA Release 3.30.0</td>\n",
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-       "      <td>jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/687aad1961604b6d46d42c09870d7565c4a6e956</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/687aad1961604b6d46d42c09870d7565c4a6e956</td>\n",
-       "      <td>8753c19af7238360702ecbd5ac41c415d2721189</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8753c19af7238360702ecbd5ac41c415d2721189</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8753c19af7238360702ecbd5ac41c415d2721189</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>324</th>\n",
-       "      <td>f0d17a6dfbdbbb3d65562d674386340b1ae778f9</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZjBkMTdhNmRmYmRiYmIzZDY1NTYyZDY3NDM4NjM0MGIxYWU3NzhmOQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-01-10T10:25:58Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-01-10T10:25:58Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.30.0\\n\\nUpdate to Manual.md file details about DT lines.</td>\n",
-       "      <td>643289569ff63977196ebb69592645219aa1b172</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/643289569ff63977196ebb69592645219aa1b172</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f0d17a6dfbdbbb3d65562d674386340b1ae778f9</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f0d17a6dfbdbbb3d65562d674386340b1ae778f9</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>8753c19af7238360702ecbd5ac41c415d2721189</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8753c19af7238360702ecbd5ac41c415d2721189</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8753c19af7238360702ecbd5ac41c415d2721189</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>325</th>\n",
-       "      <td>b74bae18f48c092943fbfdc4f959aec1960301dc</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Yjc0YmFlMThmNDhjMDkyOTQzZmJmZGM0Zjk1OWFlYzE5NjAzMDFkYw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2018-01-10T10:27:23Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2018-01-10T10:27:23Z</td>\n",
-       "      <td>Merge pull request #128 from ANHIG/3300\\n\\nIPD-IMGT/HLA Release 3.30.0</td>\n",
-       "      <td>643289569ff63977196ebb69592645219aa1b172</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/643289569ff63977196ebb69592645219aa1b172</td>\n",
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-       "      <td>0</td>\n",
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-       "      <td>tree 643289569ff63977196ebb69592645219aa1b172\\nparent a7e4b0a53425162108bcebbf876b60151b575eee\\nparent f0d17a6dfbdbbb3d65562d674386340b1ae778f9\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1515580043 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1515580043 +0000\\n\\nMerge pull request #128 from ANHIG/3300\\n\\nIPD-IMGT/HLA Release 3.30.0</td>\n",
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-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>a7e4b0a53425162108bcebbf876b60151b575eee</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a7e4b0a53425162108bcebbf876b60151b575eee</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a7e4b0a53425162108bcebbf876b60151b575eee</td>\n",
-       "      <td>f0d17a6dfbdbbb3d65562d674386340b1ae778f9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f0d17a6dfbdbbb3d65562d674386340b1ae778f9</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f0d17a6dfbdbbb3d65562d674386340b1ae778f9</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>326</th>\n",
-       "      <td>0434e7ca92456678ce303e0c94af4e36266f1fbd</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDQzNGU3Y2E5MjQ1NjY3OGNlMzAzZTBjOTRhZjRlMzYyNjZmMWZiZA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-01-19T11:23:52Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-01-19T11:23:52Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.31.0\\n\\nRelease 3.31.0 of the IPD-IMGT/HLA Database</td>\n",
-       "      <td>15fa0f9faa8c2e3c1ed8c256cb10a3dbb0d946d0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/15fa0f9faa8c2e3c1ed8c256cb10a3dbb0d946d0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/0434e7ca92456678ce303e0c94af4e36266f1fbd</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0434e7ca92456678ce303e0c94af4e36266f1fbd</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0434e7ca92456678ce303e0c94af4e36266f1fbd</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0434e7ca92456678ce303e0c94af4e36266f1fbd/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>b74bae18f48c092943fbfdc4f959aec1960301dc</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b74bae18f48c092943fbfdc4f959aec1960301dc</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b74bae18f48c092943fbfdc4f959aec1960301dc</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>327</th>\n",
-       "      <td>bad10b1f56257845787573dffd8906545887b9db</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YmFkMTBiMWY1NjI1Nzg0NTc4NzU3M2RmZmQ4OTA2NTQ1ODg3YjlkYg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2018-01-19T11:25:09Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2018-01-19T11:25:09Z</td>\n",
-       "      <td>Merge pull request #129 from ANHIG/3310\\n\\nIPD-IMGT/HLA Release 3.31.0</td>\n",
-       "      <td>15fa0f9faa8c2e3c1ed8c256cb10a3dbb0d946d0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/15fa0f9faa8c2e3c1ed8c256cb10a3dbb0d946d0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/bad10b1f56257845787573dffd8906545887b9db</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaYdWVCRBK7hj4Ov3rIwAAdHIIAAxh+0bYvvvFnIPNP7yqEK34\\npzhcV06jlGUrXnOt7nl99HOKXPL3tm+x2h+9LnOg2RItfovzVtHapqtnoLFr1e7+\\nf7C/dofLT2b8k35AeXgPVCRL+WfK30cbj/Uf7ARkBu/K42v5Pg3/fYxqWkvlGPcs\\nOdo2NDgIJWq44JxN6C97X8zhxXglWvvmvcSVGWIKq+u1JhaN2jkTw5HqU4qWowek\\nPb+KLQYZwCzne7UJttNSZLxMeLBW0QjDrRVu3OrZQ2/Tw0HE95LcQwixmrQ1YJ2b\\n/k8sH89k1ak4bwqDqj+7P2TfYo3h//aAuI6k7AtJ2fRipNOLjEPndnMEWncqAl0=\\n=CXpF\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree 15fa0f9faa8c2e3c1ed8c256cb10a3dbb0d946d0\\nparent b74bae18f48c092943fbfdc4f959aec1960301dc\\nparent 0434e7ca92456678ce303e0c94af4e36266f1fbd\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1516361109 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1516361109 +0000\\n\\nMerge pull request #129 from ANHIG/3310\\n\\nIPD-IMGT/HLA Release 3.31.0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bad10b1f56257845787573dffd8906545887b9db</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/bad10b1f56257845787573dffd8906545887b9db</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bad10b1f56257845787573dffd8906545887b9db/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>b74bae18f48c092943fbfdc4f959aec1960301dc</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b74bae18f48c092943fbfdc4f959aec1960301dc</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b74bae18f48c092943fbfdc4f959aec1960301dc</td>\n",
-       "      <td>0434e7ca92456678ce303e0c94af4e36266f1fbd</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0434e7ca92456678ce303e0c94af4e36266f1fbd</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0434e7ca92456678ce303e0c94af4e36266f1fbd</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>328</th>\n",
-       "      <td>95387f55b0ffc7a0a858a1bbf162a159a3fb12c6</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OTUzODdmNTViMGZmYzdhMGE4NThhMWJiZjE2MmExNTlhM2ZiMTJjNg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-01-19T11:41:17Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-01-19T11:41:17Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.31.0\\n\\nRelease 3.31.0 of the IPD-IMGT/HLA Database</td>\n",
-       "      <td>94da8ced34e6e9630bd67df32f411c2683152e8d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/94da8ced34e6e9630bd67df32f411c2683152e8d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/95387f55b0ffc7a0a858a1bbf162a159a3fb12c6</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/95387f55b0ffc7a0a858a1bbf162a159a3fb12c6</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/95387f55b0ffc7a0a858a1bbf162a159a3fb12c6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/95387f55b0ffc7a0a858a1bbf162a159a3fb12c6/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>0434e7ca92456678ce303e0c94af4e36266f1fbd</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0434e7ca92456678ce303e0c94af4e36266f1fbd</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0434e7ca92456678ce303e0c94af4e36266f1fbd</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>329</th>\n",
-       "      <td>a0723d561f4158d10be9f6b11d376122bb657a15</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YTA3MjNkNTYxZjQxNThkMTBiZTlmNmIxMWQzNzYxMjJiYjY1N2ExNQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2018-01-19T11:42:27Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2018-01-19T11:42:27Z</td>\n",
-       "      <td>Merge pull request #130 from ANHIG/3310\\n\\nIPD-IMGT/HLA Release 3.31.0</td>\n",
-       "      <td>94da8ced34e6e9630bd67df32f411c2683152e8d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/94da8ced34e6e9630bd67df32f411c2683152e8d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/a0723d561f4158d10be9f6b11d376122bb657a15</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
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-       "      <td>tree 94da8ced34e6e9630bd67df32f411c2683152e8d\\nparent bad10b1f56257845787573dffd8906545887b9db\\nparent 95387f55b0ffc7a0a858a1bbf162a159a3fb12c6\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1516362147 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1516362147 +0000\\n\\nMerge pull request #130 from ANHIG/3310\\n\\nIPD-IMGT/HLA Release 3.31.0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a0723d561f4158d10be9f6b11d376122bb657a15</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a0723d561f4158d10be9f6b11d376122bb657a15</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a0723d561f4158d10be9f6b11d376122bb657a15/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>bad10b1f56257845787573dffd8906545887b9db</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bad10b1f56257845787573dffd8906545887b9db</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/bad10b1f56257845787573dffd8906545887b9db</td>\n",
-       "      <td>95387f55b0ffc7a0a858a1bbf162a159a3fb12c6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/95387f55b0ffc7a0a858a1bbf162a159a3fb12c6</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/95387f55b0ffc7a0a858a1bbf162a159a3fb12c6</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>330</th>\n",
-       "      <td>4282c60ae637ad863b5ae99ef32393590dd1ef1f</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NDI4MmM2MGFlNjM3YWQ4NjNiNWFlOTllZjMyMzkzNTkwZGQxZWYxZg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-01-19T15:26:18Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-01-19T15:26:18Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.31.0\\n\\nInclusion of updated hla.dat file</td>\n",
-       "      <td>357fc314b10ac6b9bffc008c814b131d634fe4c7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/357fc314b10ac6b9bffc008c814b131d634fe4c7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/4282c60ae637ad863b5ae99ef32393590dd1ef1f</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4282c60ae637ad863b5ae99ef32393590dd1ef1f</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4282c60ae637ad863b5ae99ef32393590dd1ef1f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4282c60ae637ad863b5ae99ef32393590dd1ef1f/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>95387f55b0ffc7a0a858a1bbf162a159a3fb12c6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/95387f55b0ffc7a0a858a1bbf162a159a3fb12c6</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/95387f55b0ffc7a0a858a1bbf162a159a3fb12c6</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>331</th>\n",
-       "      <td>5c40960a1fa5b158ba8c7927e6dbce72d712fd7a</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NWM0MDk2MGExZmE1YjE1OGJhOGM3OTI3ZTZkYmNlNzJkNzEyZmQ3YQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2018-01-19T15:28:27Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2018-01-19T15:28:27Z</td>\n",
-       "      <td>Merge pull request #131 from ANHIG/3310\\n\\nIPD-IMGT/HLA Release 3.31.0</td>\n",
-       "      <td>357fc314b10ac6b9bffc008c814b131d634fe4c7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/357fc314b10ac6b9bffc008c814b131d634fe4c7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/5c40960a1fa5b158ba8c7927e6dbce72d712fd7a</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaYg6bCRBK7hj4Ov3rIwAAdHIIAD6ZSn1p8n+WTa/qRPkYQ+o0\\nkwDjkLBnS8aBjE0PO0rXngNB7KTJF0Qa29TfUS8S8L8xBFaGC25II1Np5+8Fz6uD\\nGwq4/mT/DljmMyg82Nm0eJApTZU1ejMqGVUy2LaHYT4WYSiZDuLPhonwZ4IQkxpK\\npoakkSMQ8fkWtR941blYyhRobQR1GQ2odTEI/QLiXsi8510RnZ9g9pL8X7T8NTBO\\nqdRg20tcxaMBqlrFZPlkgUmqc+TM+1iPNGHCifg3qlOpwm6WkbmkHHSXxHzZ7WDY\\nK7bUuPaVcLQNY1fZfbkKiK5CBJrcO3bLpQIS0zKwlkih0q6klkKFe0kKviQT90I=\\n=LjAM\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree 357fc314b10ac6b9bffc008c814b131d634fe4c7\\nparent a0723d561f4158d10be9f6b11d376122bb657a15\\nparent 4282c60ae637ad863b5ae99ef32393590dd1ef1f\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1516375707 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1516375707 +0000\\n\\nMerge pull request #131 from ANHIG/3310\\n\\nIPD-IMGT/HLA Release 3.31.0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5c40960a1fa5b158ba8c7927e6dbce72d712fd7a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5c40960a1fa5b158ba8c7927e6dbce72d712fd7a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5c40960a1fa5b158ba8c7927e6dbce72d712fd7a/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>a0723d561f4158d10be9f6b11d376122bb657a15</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a0723d561f4158d10be9f6b11d376122bb657a15</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a0723d561f4158d10be9f6b11d376122bb657a15</td>\n",
-       "      <td>4282c60ae637ad863b5ae99ef32393590dd1ef1f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4282c60ae637ad863b5ae99ef32393590dd1ef1f</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4282c60ae637ad863b5ae99ef32393590dd1ef1f</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>332</th>\n",
-       "      <td>d2cf3ddfe6861b12eb46e763b5426657ec08fb5e</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZDJjZjNkZGZlNjg2MWIxMmViNDZlNzYzYjU0MjY2NTdlYzA4ZmI1ZQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-01-22T10:16:41Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-01-22T10:16:41Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.31.0\\n\\nUpdate to ClassI_nuc.txt file and assosciated zip archive and checksums.</td>\n",
-       "      <td>4f5314542aad0ee68b358886e2031a59c46a08db</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/4f5314542aad0ee68b358886e2031a59c46a08db</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/d2cf3ddfe6861b12eb46e763b5426657ec08fb5e</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d2cf3ddfe6861b12eb46e763b5426657ec08fb5e</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d2cf3ddfe6861b12eb46e763b5426657ec08fb5e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d2cf3ddfe6861b12eb46e763b5426657ec08fb5e/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
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-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>4282c60ae637ad863b5ae99ef32393590dd1ef1f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4282c60ae637ad863b5ae99ef32393590dd1ef1f</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4282c60ae637ad863b5ae99ef32393590dd1ef1f</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>333</th>\n",
-       "      <td>aa861b930fe68121b94cd06c07d3055ce90f4258</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YWE4NjFiOTMwZmU2ODEyMWI5NGNkMDZjMDdkMzA1NWNlOTBmNDI1OA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2018-01-22T10:17:33Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2018-01-22T10:17:33Z</td>\n",
-       "      <td>Merge pull request #132 from ANHIG/3310\\n\\nIPD-IMGT/HLA Release 3.31.0</td>\n",
-       "      <td>4f5314542aad0ee68b358886e2031a59c46a08db</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/4f5314542aad0ee68b358886e2031a59c46a08db</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/aa861b930fe68121b94cd06c07d3055ce90f4258</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaZbo9CRBK7hj4Ov3rIwAAdHIIABIdv1ykGq/iNQnIWECErsRh\\nirT+iUIwOwy8zV+/fJi23UUTQCk/HKwQMElP38Td5DLfF151nXcTj6stU5YbzPll\\n49k4APLM3amsQvOO8woMFldrgF+tIWIWswNb1rnPbLj+iwveAPduJND1fI0yiWpS\\nKF7rI/LuuPhGm+TE4OBqYrxT1iTJDP5mvc4Ff5gqBcsyrjnZGr3MUipiBLa/N1Cq\\nqxkAen0CqwToyRMBvDzjq4D12G89dJRBGHo+rV+43gCvOUak3Ui1Nf7wzsaQxkwb\\nPr7K5XzTZqXKHrMrl+AZRJFIyZopVyZO5tFJvboMfjtsLsol9iiV1luVXqQcMnk=\\n=WYrt\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree 4f5314542aad0ee68b358886e2031a59c46a08db\\nparent 5c40960a1fa5b158ba8c7927e6dbce72d712fd7a\\nparent d2cf3ddfe6861b12eb46e763b5426657ec08fb5e\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1516616253 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1516616253 +0000\\n\\nMerge pull request #132 from ANHIG/3310\\n\\nIPD-IMGT/HLA Release 3.31.0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/aa861b930fe68121b94cd06c07d3055ce90f4258</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/aa861b930fe68121b94cd06c07d3055ce90f4258</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/aa861b930fe68121b94cd06c07d3055ce90f4258/comments</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>5c40960a1fa5b158ba8c7927e6dbce72d712fd7a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5c40960a1fa5b158ba8c7927e6dbce72d712fd7a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5c40960a1fa5b158ba8c7927e6dbce72d712fd7a</td>\n",
-       "      <td>d2cf3ddfe6861b12eb46e763b5426657ec08fb5e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d2cf3ddfe6861b12eb46e763b5426657ec08fb5e</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d2cf3ddfe6861b12eb46e763b5426657ec08fb5e</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>334</th>\n",
-       "      <td>86148b86c6965207f8258e28710dd2fab8618970</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ODYxNDhiODZjNjk2NTIwN2Y4MjU4ZTI4NzEwZGQyZmFiODYxODk3MA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-02-13T10:45:53Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-02-13T10:45:53Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.31.0\\n\\nRemoval or erroneous 'pseudo' tag on a number of exon entries.</td>\n",
-       "      <td>44fe399c0d0876b61a169917df765daf81e2e077</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/44fe399c0d0876b61a169917df765daf81e2e077</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/86148b86c6965207f8258e28710dd2fab8618970</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/86148b86c6965207f8258e28710dd2fab8618970</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/86148b86c6965207f8258e28710dd2fab8618970</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/86148b86c6965207f8258e28710dd2fab8618970/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>d2cf3ddfe6861b12eb46e763b5426657ec08fb5e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d2cf3ddfe6861b12eb46e763b5426657ec08fb5e</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d2cf3ddfe6861b12eb46e763b5426657ec08fb5e</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>335</th>\n",
-       "      <td>8d0a251d1fd75d178eac597094d0508f8e1024b9</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OGQwYTI1MWQxZmQ3NWQxNzhlYWM1OTcwOTRkMDUwOGY4ZTEwMjRiOQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-02-13T10:46:53Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-02-13T10:46:53Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.31.0  James Robinson committed\\n\\nRemoval or erroneous 'pseudo' tag on a number of exon entries.</td>\n",
-       "      <td>ebcbec4c6ef661001a7106fdc129f6cd488b32b2</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/ebcbec4c6ef661001a7106fdc129f6cd488b32b2</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/8d0a251d1fd75d178eac597094d0508f8e1024b9</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8d0a251d1fd75d178eac597094d0508f8e1024b9</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8d0a251d1fd75d178eac597094d0508f8e1024b9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8d0a251d1fd75d178eac597094d0508f8e1024b9/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>86148b86c6965207f8258e28710dd2fab8618970</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/86148b86c6965207f8258e28710dd2fab8618970</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/86148b86c6965207f8258e28710dd2fab8618970</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>336</th>\n",
-       "      <td>8d5661e174009c682a8d378c87596a1489925275</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OGQ1NjYxZTE3NDAwOWM2ODJhOGQzNzhjODc1OTZhMTQ4OTkyNTI3NQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2018-02-13T10:50:02Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2018-02-13T10:50:02Z</td>\n",
-       "      <td>Merge pull request #134 from ANHIG/3310\\n\\n3310</td>\n",
-       "      <td>ebcbec4c6ef661001a7106fdc129f6cd488b32b2</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/ebcbec4c6ef661001a7106fdc129f6cd488b32b2</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/8d5661e174009c682a8d378c87596a1489925275</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJagsLaCRBK7hj4Ov3rIwAAdHIIAD2EcEyginDQROjXg710HhYv\\n7bxBVoXHLE9A1ZO6hXlbQxv1e/BZYz7iAKHdy761F0reTfjbx8QZ31/BvZnSVoH1\\nloUbz8wtvAQPAK9OSCgB1JR8MGRSHV5TvRfNzgoAFY65GitrswBWDUrOEIHb48bW\\nJ6yGdlv3kw5Li+uEcj1caVwWIYizNJKUbjmCF9FXjUqsuDS9XxMjXMXpjWCI9wP7\\n/AYZ89gYPbcT49BEOEgUG6tRflE6xUsu6xw+CzffAGA9bu3WguNIREbP3ZtvWg3F\\nOfIe5H7FUe7e0HLHmPskaVfr3JhjphZEFYl9LHUMeuPFISyfYkd+8sCDThPQFGM=\\n=NvIw\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree ebcbec4c6ef661001a7106fdc129f6cd488b32b2\\nparent aa861b930fe68121b94cd06c07d3055ce90f4258\\nparent 8d0a251d1fd75d178eac597094d0508f8e1024b9\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1518519002 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1518519002 +0000\\n\\nMerge pull request #134 from ANHIG/3310\\n\\n3310</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8d5661e174009c682a8d378c87596a1489925275</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8d5661e174009c682a8d378c87596a1489925275</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8d5661e174009c682a8d378c87596a1489925275/comments</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>aa861b930fe68121b94cd06c07d3055ce90f4258</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/aa861b930fe68121b94cd06c07d3055ce90f4258</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/aa861b930fe68121b94cd06c07d3055ce90f4258</td>\n",
-       "      <td>8d0a251d1fd75d178eac597094d0508f8e1024b9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8d0a251d1fd75d178eac597094d0508f8e1024b9</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8d0a251d1fd75d178eac597094d0508f8e1024b9</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>337</th>\n",
-       "      <td>5fd5136e8c6efd0f35352a138d3bf2b31481266a</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NWZkNTEzNmU4YzZlZmQwZjM1MzUyYTEzOGQzYmYyYjMxNDgxMjY2YQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-04-17T15:36:25Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-04-17T15:36:25Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.32.0\\n\\nRelease 3.32.0 of the IPD-IMGT/HLA Database</td>\n",
-       "      <td>b5db942db4e392f29fcca9c49864a9852919dcfa</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/b5db942db4e392f29fcca9c49864a9852919dcfa</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/5fd5136e8c6efd0f35352a138d3bf2b31481266a</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5fd5136e8c6efd0f35352a138d3bf2b31481266a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5fd5136e8c6efd0f35352a138d3bf2b31481266a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5fd5136e8c6efd0f35352a138d3bf2b31481266a/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>8d0a251d1fd75d178eac597094d0508f8e1024b9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8d0a251d1fd75d178eac597094d0508f8e1024b9</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8d0a251d1fd75d178eac597094d0508f8e1024b9</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>338</th>\n",
-       "      <td>36baa58fcd0fad90852b6e6ae690784eb4cb4b7a</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MzZiYWE1OGZjZDBmYWQ5MDg1MmI2ZTZhZTY5MDc4NGViNGNiNGI3YQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2018-04-17T15:38:24Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2018-04-17T15:38:24Z</td>\n",
-       "      <td>Merge pull request #138 from ANHIG/3320\\n\\nIPD-IMGT/HLA Release 3.32.0</td>\n",
-       "      <td>b5db942db4e392f29fcca9c49864a9852919dcfa</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/b5db942db4e392f29fcca9c49864a9852919dcfa</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/36baa58fcd0fad90852b6e6ae690784eb4cb4b7a</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJa1hTwCRBK7hj4Ov3rIwAAdHIIACdmdje+l4lrmK3tjt2psWuD\\nKlI0mw46Ust/AQ/15m6jZvBIl1mat5Rvddm6npOh9XHtaaghRCDePxpSPqG7RMBm\\nUtaIPsWIeqX7e4EIM8jWrgM3aReTSTUDhnIpNM7fMv9xpKiQLt9Y1d0cnMU8jwtw\\ne0avByC/bE0QOgWQRodzIVgDlnG+5gHBgipGjn3HRHlaGLEsh7EJRmAkzCV8hQG3\\nW1C6vJ7upWMdylQcEfdRjBJ6V/hoOZm9KRrTZLZOdcpg1F/LIf+avm/I4OxyujXS\\nPvGy8MiKykWABhbDYOuuWV0v0PsN9Q+moLgkxvu72rqFyMZ8Qu9nrIZz7TyIoGs=\\n=sXsC\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree b5db942db4e392f29fcca9c49864a9852919dcfa\\nparent 8d5661e174009c682a8d378c87596a1489925275\\nparent 5fd5136e8c6efd0f35352a138d3bf2b31481266a\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1523979504 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1523979504 +0100\\n\\nMerge pull request #138 from ANHIG/3320\\n\\nIPD-IMGT/HLA Release 3.32.0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/36baa58fcd0fad90852b6e6ae690784eb4cb4b7a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/36baa58fcd0fad90852b6e6ae690784eb4cb4b7a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/36baa58fcd0fad90852b6e6ae690784eb4cb4b7a/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>8d5661e174009c682a8d378c87596a1489925275</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8d5661e174009c682a8d378c87596a1489925275</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8d5661e174009c682a8d378c87596a1489925275</td>\n",
-       "      <td>5fd5136e8c6efd0f35352a138d3bf2b31481266a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5fd5136e8c6efd0f35352a138d3bf2b31481266a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5fd5136e8c6efd0f35352a138d3bf2b31481266a</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>339</th>\n",
-       "      <td>bcd392034d1a991d3fb179e86f5865c30d41f961</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YmNkMzkyMDM0ZDFhOTkxZDNmYjE3OWU4NmY1ODY1YzMwZDQxZjk2MQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2018-04-17T15:45:58Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2018-04-17T15:45:58Z</td>\n",
-       "      <td>Delete T_prot.fasta\\n\\nRemoved as HLA-T is a pseudogene</td>\n",
-       "      <td>0f22b7b5f9a0d59cf1e54caf1e83fc6429be50d5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/0f22b7b5f9a0d59cf1e54caf1e83fc6429be50d5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/bcd392034d1a991d3fb179e86f5865c30d41f961</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJa1ha2CRBK7hj4Ov3rIwAAdHIIAKeH/w5cdUaTGAVP66qPVnde\\n76+7ZQ5DFEWuLXFjRLbgoStpycjX/fXMiI25qOd7wKGQqbXTa/jdROqMZznUEvJ/\\ngYHsEP7ttlIKAw4APyjkbVDkLpA1LT+OSxIaxpoF9/U5kkfF/gdQOMRFj7rO02d0\\nr0M7hBog949F0gMZFlvF1YvzphmukleqmhVaLAgcPZHiUAmdJ1Ud80gkEtRtL6dN\\n5uWTlNImi0tEpmEpcWeRcFx594IKHzuh/EJc9qgpeS7xwfMTOy647/I7uxCkYc24\\nD3rtwe66HQRIoZ3XqVBhjpDylsngNB7/GcTA9oNmFjQTU8UDjJ2H6D8BXe+v6tw=\\n=dtxx\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree 0f22b7b5f9a0d59cf1e54caf1e83fc6429be50d5\\nparent 36baa58fcd0fad90852b6e6ae690784eb4cb4b7a\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1523979958 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1523979958 +0100\\n\\nDelete T_prot.fasta\\n\\nRemoved as HLA-T is a pseudogene</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bcd392034d1a991d3fb179e86f5865c30d41f961</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/bcd392034d1a991d3fb179e86f5865c30d41f961</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bcd392034d1a991d3fb179e86f5865c30d41f961/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>36baa58fcd0fad90852b6e6ae690784eb4cb4b7a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/36baa58fcd0fad90852b6e6ae690784eb4cb4b7a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/36baa58fcd0fad90852b6e6ae690784eb4cb4b7a</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>340</th>\n",
-       "      <td>88f692665895f67f6da8346afa5d7d8d70833177</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ODhmNjkyNjY1ODk1ZjY3ZjZkYTgzNDZhZmE1ZDdkOGQ3MDgzMzE3Nw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2018-04-17T15:46:06Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2018-04-17T15:46:06Z</td>\n",
-       "      <td>Delete W_prot.fasta\\n\\nRemoved as HLA-W is a pseudogene</td>\n",
-       "      <td>ea85a98be5fcf67962f9148b40814ef5435288c9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/ea85a98be5fcf67962f9148b40814ef5435288c9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/88f692665895f67f6da8346afa5d7d8d70833177</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJa1ha+CRBK7hj4Ov3rIwAAdHIIAKch1TUcDPi+KxnkJCfLQFGg\\nQJ7wgDUJ4j8EbF95thd7YFdVI0wvR3eRZEh40FfpgJ0ww8UludG3l0eJ4tI89pFw\\n/2YA1nCZQv1ThsZhGGukwlp+ulQg1SiwAfr3RMsFXX5Q2Tv631UDz23SHbZD1I8u\\nJ0/8eSITh7iPsCO17zih63gsfkg8ifcwyLEXGalkeh6IdJSffQCHCu2gFU3q87LB\\ns5x3DprImPyQP1R+aUfT3AP2unpPQKD0n1bCp5F9n6vg3v1dm2CxdZSIW6DyaYFr\\nTfA5x3TcwS6cfPOIiVR+JlYuzHpcJxXoojNygq/5Y1uy13yUjv2TdAqalh3dWdE=\\n=izbZ\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree ea85a98be5fcf67962f9148b40814ef5435288c9\\nparent bcd392034d1a991d3fb179e86f5865c30d41f961\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1523979966 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1523979966 +0100\\n\\nDelete W_prot.fasta\\n\\nRemoved as HLA-W is a pseudogene</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/88f692665895f67f6da8346afa5d7d8d70833177</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/88f692665895f67f6da8346afa5d7d8d70833177</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/88f692665895f67f6da8346afa5d7d8d70833177/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>bcd392034d1a991d3fb179e86f5865c30d41f961</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bcd392034d1a991d3fb179e86f5865c30d41f961</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/bcd392034d1a991d3fb179e86f5865c30d41f961</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>341</th>\n",
-       "      <td>2dccbfbedf40084f3bb99aa233032c3a5d1bce20</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MmRjY2JmYmVkZjQwMDg0ZjNiYjk5YWEyMzMwMzJjM2E1ZDFiY2UyMA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2018-04-17T15:47:00Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2018-04-17T15:47:00Z</td>\n",
-       "      <td>Delete W_prot.pir\\n\\nRemoved as it is a pseudogene</td>\n",
-       "      <td>4f4ca0eadf29ca72043c1c237ea10aa3129bbdae</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/4f4ca0eadf29ca72043c1c237ea10aa3129bbdae</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/2dccbfbedf40084f3bb99aa233032c3a5d1bce20</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJa1hb1CRBK7hj4Ov3rIwAAdHIIAKiy7sX8XD57ody/srfe25/6\\nyOZcDVnWIH0LqEe5a0VEiMh82QJwPWx1nkxeBJReJKsL2CoWnUjQdZcTg8r1GSrO\\nSbdJaz3r97aiGhH4xuYRC93tEgNYMEC6Ugh2oDhGSh4N8vZGbuwNwUYp7M7XBTP4\\nNRO2ncXUJWyB3L+uDMjwMMgv/d3S9379Sk6TB7vM/28OOkYRbXfnZSJSqkQV0ghI\\ntcXXsss+ljoJqCkMWK1O5M0FfyLPfKhh9qb9Mg6VCHWBv+AgvCzDLx20UvhShMUr\\nZDsC2YBtv91BAP1yNYe4NUIHQCjdBWyTJ3g1oumnt292b6VD3a1YxCVdVVCUrlM=\\n=b14x\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree 4f4ca0eadf29ca72043c1c237ea10aa3129bbdae\\nparent 88f692665895f67f6da8346afa5d7d8d70833177\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1523980020 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1523980020 +0100\\n\\nDelete W_prot.pir\\n\\nRemoved as it is a pseudogene</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2dccbfbedf40084f3bb99aa233032c3a5d1bce20</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2dccbfbedf40084f3bb99aa233032c3a5d1bce20</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2dccbfbedf40084f3bb99aa233032c3a5d1bce20/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>88f692665895f67f6da8346afa5d7d8d70833177</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/88f692665895f67f6da8346afa5d7d8d70833177</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/88f692665895f67f6da8346afa5d7d8d70833177</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>342</th>\n",
-       "      <td>eaf4db3e00fcf151ec86c05dc05d13b904359a3c</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZWFmNGRiM2UwMGZjZjE1MWVjODZjMDVkYzA1ZDEzYjkwNDM1OWEzYw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2018-04-17T15:47:08Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2018-04-17T15:47:08Z</td>\n",
-       "      <td>Delete T_prot.pir\\n\\nRemoved as it is a pseudogene</td>\n",
-       "      <td>e1f3cdee9e11aab075a277212d7578bf0c75babf</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/e1f3cdee9e11aab075a277212d7578bf0c75babf</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/eaf4db3e00fcf151ec86c05dc05d13b904359a3c</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJa1hb8CRBK7hj4Ov3rIwAAdHIIAAEFgABiEx2i9tFHGSztm+HA\\nDcN88KsAqU/HfHIocLGwgQuDb6K7NOSXI/CJeTzO7baRxGPegoD/D+suTr455NnC\\nIO3QfnmwDo+iu7X43tFV8dGHhhzhtBzeFesgjK4J42td8s9xSCfeZZJWWWEwOf6E\\nm5NPKV9iN8vT4nm7WpfO0y4ZKqxGolQL0eXuSq+3HxlWhkPtGBTPhVDlvbGA+vyZ\\n3+F0/5bR70g+Pjhn1iTrmGQioGEO51Xm+YgHPrjNbtRHHcyeKsyfsfPtjzZjgxpC\\nkN7pkb/i6E++naSkOwuBEVWAz+nzJJVVyP3yIR5IAHKAMkZdTVnjjrzMOkLA5Oo=\\n=GRgJ\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree e1f3cdee9e11aab075a277212d7578bf0c75babf\\nparent 2dccbfbedf40084f3bb99aa233032c3a5d1bce20\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1523980028 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1523980028 +0100\\n\\nDelete T_prot.pir\\n\\nRemoved as it is a pseudogene</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/eaf4db3e00fcf151ec86c05dc05d13b904359a3c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/eaf4db3e00fcf151ec86c05dc05d13b904359a3c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/eaf4db3e00fcf151ec86c05dc05d13b904359a3c/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>2dccbfbedf40084f3bb99aa233032c3a5d1bce20</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2dccbfbedf40084f3bb99aa233032c3a5d1bce20</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2dccbfbedf40084f3bb99aa233032c3a5d1bce20</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>343</th>\n",
-       "      <td>4a2271d6c125d43c72498bac2dc1a73a3a320fcd</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NGEyMjcxZDZjMTI1ZDQzYzcyNDk4YmFjMmRjMWE3M2EzYTMyMGZjZA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2018-04-17T15:47:20Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2018-04-17T15:47:20Z</td>\n",
-       "      <td>Delete W_prot.msf\\n\\nRemoved as it is a pseudogene</td>\n",
-       "      <td>8ee34ef7dd52e6361a744311ba47b66f3df6cbcb</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/8ee34ef7dd52e6361a744311ba47b66f3df6cbcb</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/4a2271d6c125d43c72498bac2dc1a73a3a320fcd</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJa1hcICRBK7hj4Ov3rIwAAdHIIADzkxtGE+4T5rHJL99NtL6xO\\nRWQG3ti3tCu8qxQEImcM406Q5DSpgBwBa0SMf+C6szXKv5JpDlIY24O/HrYbmeCi\\nNdyXxyyvt36kffIS96CIqxMUXSIKkILtF60BP5C0TtFXyHc9iCzDNWhjDE2keguJ\\nr23WzYZGTxKvL3ZCI0CSB6LZsGhvIDNp+L8gLjcf0HDi2c52LDaegefNhJsjgy1a\\nNVwuvHqzSZCvOOyMhuO/FgkcD9pJo3jCYhjDdIgXNVaXl7pDpUsTh2jwpNEolz1k\\ncd/ZzEr67KIRH3U/cRNkWp07TDTMAAKdvBfTTe+xBCxFfT1nObQqCHiIrZeQIYA=\\n=iw7o\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree 8ee34ef7dd52e6361a744311ba47b66f3df6cbcb\\nparent eaf4db3e00fcf151ec86c05dc05d13b904359a3c\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1523980040 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1523980040 +0100\\n\\nDelete W_prot.msf\\n\\nRemoved as it is a pseudogene</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4a2271d6c125d43c72498bac2dc1a73a3a320fcd</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4a2271d6c125d43c72498bac2dc1a73a3a320fcd</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4a2271d6c125d43c72498bac2dc1a73a3a320fcd/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>eaf4db3e00fcf151ec86c05dc05d13b904359a3c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/eaf4db3e00fcf151ec86c05dc05d13b904359a3c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/eaf4db3e00fcf151ec86c05dc05d13b904359a3c</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>344</th>\n",
-       "      <td>fb3d245c5c449ce3b69990934a404c1ece84901f</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZmIzZDI0NWM1YzQ0OWNlM2I2OTk5MDkzNGE0MDRjMWVjZTg0OTAxZg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2018-04-17T15:47:30Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2018-04-17T15:47:30Z</td>\n",
-       "      <td>Delete T_prot.msf\\n\\nRemoved as it is a pseudogene</td>\n",
-       "      <td>06d95c4a6b4a73c53503bac22313de9cf5d96f4e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/06d95c4a6b4a73c53503bac22313de9cf5d96f4e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/fb3d245c5c449ce3b69990934a404c1ece84901f</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJa1hcTCRBK7hj4Ov3rIwAAdHIIAHj+2VKgsXdtx6hOOQb7/CHy\\n9KNZNH4LWnuMhlib9+c1ONcsk9aKNZkPD2EGE4ek61pdylrPy95fxllbir4GWDz7\\nVeLsuJcXL/rhdYWtxXF0DKmtJhU+ZukDBVTH5/L1EAEksp3MG5ISRQT3euz3+bGL\\nBX1cbRcm7/EFcB14KGjAiPvqwRqR2k7NLb33GecJp5kJge+6Sr5afQjqlp64lVyV\\nRKAMkQVkIwqlWKGRI+kVx5P7ZBcfrFbdXi8XE3liAHyV2v4aid62XWBK3vmyzCMP\\nDp7ZSthcI3ft5Phb1AvvNBNpBQgBwmCcLEwThg7gOSWGw6rm5qg0JP0amrSBcvA=\\n=xhFm\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree 06d95c4a6b4a73c53503bac22313de9cf5d96f4e\\nparent 4a2271d6c125d43c72498bac2dc1a73a3a320fcd\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1523980050 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1523980050 +0100\\n\\nDelete T_prot.msf\\n\\nRemoved as it is a pseudogene</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fb3d245c5c449ce3b69990934a404c1ece84901f</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/fb3d245c5c449ce3b69990934a404c1ece84901f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fb3d245c5c449ce3b69990934a404c1ece84901f/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>4a2271d6c125d43c72498bac2dc1a73a3a320fcd</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4a2271d6c125d43c72498bac2dc1a73a3a320fcd</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4a2271d6c125d43c72498bac2dc1a73a3a320fcd</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>345</th>\n",
-       "      <td>8cd29d3f4190623811ead7e8c5af4d8fe13d9b4c</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OGNkMjlkM2Y0MTkwNjIzODExZWFkN2U4YzVhZjRkOGZlMTNkOWI0Yw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-04-18T14:41:55Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-04-18T14:41:55Z</td>\n",
-       "      <td>Merge branch 'Latest' into 3320</td>\n",
-       "      <td>06d95c4a6b4a73c53503bac22313de9cf5d96f4e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/06d95c4a6b4a73c53503bac22313de9cf5d96f4e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/8cd29d3f4190623811ead7e8c5af4d8fe13d9b4c</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8cd29d3f4190623811ead7e8c5af4d8fe13d9b4c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8cd29d3f4190623811ead7e8c5af4d8fe13d9b4c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8cd29d3f4190623811ead7e8c5af4d8fe13d9b4c/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>5fd5136e8c6efd0f35352a138d3bf2b31481266a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5fd5136e8c6efd0f35352a138d3bf2b31481266a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5fd5136e8c6efd0f35352a138d3bf2b31481266a</td>\n",
-       "      <td>fb3d245c5c449ce3b69990934a404c1ece84901f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fb3d245c5c449ce3b69990934a404c1ece84901f</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/fb3d245c5c449ce3b69990934a404c1ece84901f</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>346</th>\n",
-       "      <td>ae24ec929b79de60a9c0da3d2bc78a13b9b0da88</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YWUyNGVjOTI5Yjc5ZGU2MGE5YzBkYTNkMmJjNzhhMTNiOWIwZGE4OA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-04-18T14:45:29Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-04-18T14:45:29Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.32.0\\n\\nUpdates to 3.32.0 to remove pseudogene protein files and duplicate\\nentries for TAP1 and TAP2 in the fasta, pir and msf files. Update of\\nDPB1*697:01Q entry in rel_dna_ser.txt</td>\n",
-       "      <td>61f6d956059636a1f04327988872b8bbbac12d64</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/61f6d956059636a1f04327988872b8bbbac12d64</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ae24ec929b79de60a9c0da3d2bc78a13b9b0da88</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ae24ec929b79de60a9c0da3d2bc78a13b9b0da88</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ae24ec929b79de60a9c0da3d2bc78a13b9b0da88</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ae24ec929b79de60a9c0da3d2bc78a13b9b0da88/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>8cd29d3f4190623811ead7e8c5af4d8fe13d9b4c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8cd29d3f4190623811ead7e8c5af4d8fe13d9b4c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8cd29d3f4190623811ead7e8c5af4d8fe13d9b4c</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>347</th>\n",
-       "      <td>ceec6c83623fc48e31c306c88089891fb89575b0</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Y2VlYzZjODM2MjNmYzQ4ZTMxYzMwNmM4ODA4OTg5MWZiODk1NzViMA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2018-04-18T14:46:25Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2018-04-18T14:46:25Z</td>\n",
-       "      <td>Merge pull request #139 from ANHIG/3320\\n\\n3320</td>\n",
-       "      <td>61f6d956059636a1f04327988872b8bbbac12d64</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/61f6d956059636a1f04327988872b8bbbac12d64</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ceec6c83623fc48e31c306c88089891fb89575b0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJa11pBCRBK7hj4Ov3rIwAAdHIIABwhTDfVJKbrvlmQymS4sM2F\\nAI3UePG6ggvC8hfBH8ANu8WZZ9BEY+F7fcQCwtsooYT4o2rE4lCAf82vWBykWNYW\\nT4xdhsPXF7ipoPAbr1UptppfSfEZZ16Ke03fO+nSzfsq5plFrYI2ZXrRjKdDGiCu\\ntgFXX/O/8Ah4OKAJFjHHW736+4GPoq8lODK/X48pNOr30gKHMqjeWfyO/DHb+vq/\\nKx31CpI2JhzN+clUyy8DGcnyWUeO9akr7MjkZK/R7HOXrx/6/lKKArzIvAAwW7hr\\nhJt7Hx9HlR/cDhDm46pqqZiDYeS7NRF7jvlVWe+LBciA9aNXfPqgrc+M9/Z8lwk=\\n=psmd\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree 61f6d956059636a1f04327988872b8bbbac12d64\\nparent fb3d245c5c449ce3b69990934a404c1ece84901f\\nparent ae24ec929b79de60a9c0da3d2bc78a13b9b0da88\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1524062785 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1524062785 +0100\\n\\nMerge pull request #139 from ANHIG/3320\\n\\n3320</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ceec6c83623fc48e31c306c88089891fb89575b0</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ceec6c83623fc48e31c306c88089891fb89575b0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ceec6c83623fc48e31c306c88089891fb89575b0/comments</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>fb3d245c5c449ce3b69990934a404c1ece84901f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fb3d245c5c449ce3b69990934a404c1ece84901f</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/fb3d245c5c449ce3b69990934a404c1ece84901f</td>\n",
-       "      <td>ae24ec929b79de60a9c0da3d2bc78a13b9b0da88</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ae24ec929b79de60a9c0da3d2bc78a13b9b0da88</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ae24ec929b79de60a9c0da3d2bc78a13b9b0da88</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>348</th>\n",
-       "      <td>d575b21a52735d79dd37a3a8b417b9c93e564700</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZDU3NWIyMWE1MjczNWQ3OWRkMzdhM2E4YjQxN2I5YzkzZTU2NDcwMA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-04-20T14:28:27Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-04-20T14:28:27Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.32.0\\n\\nC*02:10:01G was listed as C*02:10:01GG in the hla.xml file, addition of\\nHLA-Y to fasta, pir and msf directories, and hla_nuc.fasta and\\nhla_gen.fasta files.</td>\n",
-       "      <td>e10cd510e107b368cb34d88e64b2c775eb6c77dd</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/e10cd510e107b368cb34d88e64b2c775eb6c77dd</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/d575b21a52735d79dd37a3a8b417b9c93e564700</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d575b21a52735d79dd37a3a8b417b9c93e564700</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d575b21a52735d79dd37a3a8b417b9c93e564700</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d575b21a52735d79dd37a3a8b417b9c93e564700/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>ae24ec929b79de60a9c0da3d2bc78a13b9b0da88</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ae24ec929b79de60a9c0da3d2bc78a13b9b0da88</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ae24ec929b79de60a9c0da3d2bc78a13b9b0da88</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>349</th>\n",
-       "      <td>9372102bda7df07a02f114c196a4d0b1bb668f39</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OTM3MjEwMmJkYTdkZjA3YTAyZjExNGMxOTZhNGQwYjFiYjY2OGYzOQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-04-20T14:29:01Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-04-20T14:29:01Z</td>\n",
-       "      <td>Merge branch 'Latest' into 3320</td>\n",
-       "      <td>e10cd510e107b368cb34d88e64b2c775eb6c77dd</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/e10cd510e107b368cb34d88e64b2c775eb6c77dd</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/9372102bda7df07a02f114c196a4d0b1bb668f39</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9372102bda7df07a02f114c196a4d0b1bb668f39</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9372102bda7df07a02f114c196a4d0b1bb668f39</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9372102bda7df07a02f114c196a4d0b1bb668f39/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>d575b21a52735d79dd37a3a8b417b9c93e564700</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d575b21a52735d79dd37a3a8b417b9c93e564700</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d575b21a52735d79dd37a3a8b417b9c93e564700</td>\n",
-       "      <td>ceec6c83623fc48e31c306c88089891fb89575b0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ceec6c83623fc48e31c306c88089891fb89575b0</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ceec6c83623fc48e31c306c88089891fb89575b0</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>350</th>\n",
-       "      <td>b9055382e8c2c30fff6d9de6a0be0265b5abc55f</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YjkwNTUzODJlOGMyYzMwZmZmNmQ5ZGU2YTBiZTAyNjViNWFiYzU1Zg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-04-20T14:29:17Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-04-20T14:29:17Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.32.0\\n\\nC*02:10:01G was listed as C*02:10:01GG in the hla.xml file, addition of\\nHLA-Y to fasta, pir and msf directories, and hla_nuc.fasta and\\nhla_gen.fasta files.</td>\n",
-       "      <td>840f00af732470a7435f965bbf881b557a7e9a4b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/840f00af732470a7435f965bbf881b557a7e9a4b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/b9055382e8c2c30fff6d9de6a0be0265b5abc55f</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b9055382e8c2c30fff6d9de6a0be0265b5abc55f</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b9055382e8c2c30fff6d9de6a0be0265b5abc55f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b9055382e8c2c30fff6d9de6a0be0265b5abc55f/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>9372102bda7df07a02f114c196a4d0b1bb668f39</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9372102bda7df07a02f114c196a4d0b1bb668f39</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9372102bda7df07a02f114c196a4d0b1bb668f39</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>351</th>\n",
-       "      <td>cf54775bef36c0df39e66317fe86b806d74811a3</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Y2Y1NDc3NWJlZjM2YzBkZjM5ZTY2MzE3ZmU4NmI4MDZkNzQ4MTFhMw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2018-04-20T14:29:38Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2018-04-20T14:29:38Z</td>\n",
-       "      <td>Merge pull request #141 from ANHIG/3320\\n\\n3320</td>\n",
-       "      <td>840f00af732470a7435f965bbf881b557a7e9a4b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/840f00af732470a7435f965bbf881b557a7e9a4b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/cf54775bef36c0df39e66317fe86b806d74811a3</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJa2flSCRBK7hj4Ov3rIwAAdHIIAGIDJDb/U6UEYuhg/kq+i0M2\\nzxZWlEzkhHo6C2cKlbecDv9zHVS63eHeoTvZ4RU8rexVRV9805mEnLWQ0dd0g8EP\\nzqlNZOUiRbknNx0CtPUiuDMc/Q/jdvtiVdnI2EM8ldImA5/PJ+fB0VyoAt/gFSzS\\nv/WCxGxHFkraEympoDlu1nu3KLE0TLVJcXlHN5ENT2+n5LJgn9xmCpGXr+TSpo/w\\nOcznhwlpFVpLmlH1lkTnuW8+rQFfFAxOQnr+U8ycXjTrZbNiXsBl7hB/tEdv3bBV\\nGpzE2eyMdxpfJC22xM8C6yxrsSPXd2oxRBXYt67HVJxH3Rqi2wniBcISs0g4LOg=\\n=qZUr\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree 840f00af732470a7435f965bbf881b557a7e9a4b\\nparent ceec6c83623fc48e31c306c88089891fb89575b0\\nparent b9055382e8c2c30fff6d9de6a0be0265b5abc55f\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1524234578 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1524234578 +0100\\n\\nMerge pull request #141 from ANHIG/3320\\n\\n3320</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cf54775bef36c0df39e66317fe86b806d74811a3</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cf54775bef36c0df39e66317fe86b806d74811a3</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cf54775bef36c0df39e66317fe86b806d74811a3/comments</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>ceec6c83623fc48e31c306c88089891fb89575b0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ceec6c83623fc48e31c306c88089891fb89575b0</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ceec6c83623fc48e31c306c88089891fb89575b0</td>\n",
-       "      <td>b9055382e8c2c30fff6d9de6a0be0265b5abc55f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b9055382e8c2c30fff6d9de6a0be0265b5abc55f</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b9055382e8c2c30fff6d9de6a0be0265b5abc55f</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>352</th>\n",
-       "      <td>608ffc01f775e8495191944bd4ac1e77fd5ca7cb</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NjA4ZmZjMDFmNzc1ZTg0OTUxOTE5NDRiZDRhYzFlNzdmZDVjYTdjYg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-04-24T14:02:03Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-04-24T14:02:03Z</td>\n",
-       "      <td>Update to Release 3.20.0\\n\\nRemoval of single feature join from DRB5 CDS entries in hla.dat</td>\n",
-       "      <td>45bdd393e71049e1eaa5dd992466b9d5878eebd0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/45bdd393e71049e1eaa5dd992466b9d5878eebd0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/608ffc01f775e8495191944bd4ac1e77fd5ca7cb</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/608ffc01f775e8495191944bd4ac1e77fd5ca7cb</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/608ffc01f775e8495191944bd4ac1e77fd5ca7cb</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/608ffc01f775e8495191944bd4ac1e77fd5ca7cb/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>60a5b4fb4e1488b6e2f9109078a5bcaa43e69b36</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/60a5b4fb4e1488b6e2f9109078a5bcaa43e69b36</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/60a5b4fb4e1488b6e2f9109078a5bcaa43e69b36</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>353</th>\n",
-       "      <td>6ed8336e430025284e3023dc24f149e63f2739b5</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NmVkODMzNmU0MzAwMjUyODRlMzAyM2RjMjRmMTQ5ZTYzZjI3MzliNQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-04-24T14:08:21Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-04-24T14:08:21Z</td>\n",
-       "      <td>Update to hla.dat\\n\\nUpdates to hla.dat to remove single feature joins for DRB5 and special\\ncharacters from author names</td>\n",
-       "      <td>41847c5d1a748db4d94b65f09524fcf32c22a0f9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/41847c5d1a748db4d94b65f09524fcf32c22a0f9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/6ed8336e430025284e3023dc24f149e63f2739b5</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6ed8336e430025284e3023dc24f149e63f2739b5</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6ed8336e430025284e3023dc24f149e63f2739b5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6ed8336e430025284e3023dc24f149e63f2739b5/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>e547ac988250b42804d7d59a9d4b1d5a2e0855c5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e547ac988250b42804d7d59a9d4b1d5a2e0855c5</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e547ac988250b42804d7d59a9d4b1d5a2e0855c5</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>354</th>\n",
-       "      <td>3813802728ea8402b8d2e843f670bbc98526143a</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MzgxMzgwMjcyOGVhODQwMmI4ZDJlODQzZjY3MGJiYzk4NTI2MTQzYQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-04-24T14:09:53Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-04-24T14:09:53Z</td>\n",
-       "      <td>Update to hla.dat\\n\\nCorrection of special characters in author names</td>\n",
-       "      <td>d559802496b4561c919e1712b7902169dca8a7a6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/d559802496b4561c919e1712b7902169dca8a7a6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/3813802728ea8402b8d2e843f670bbc98526143a</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3813802728ea8402b8d2e843f670bbc98526143a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3813802728ea8402b8d2e843f670bbc98526143a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3813802728ea8402b8d2e843f670bbc98526143a/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
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-       "      <td></td>\n",
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-       "      <td>https://github.com/jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>52f499bc735f01d48207bf6e8520b56d9e576a76</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/52f499bc735f01d48207bf6e8520b56d9e576a76</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/52f499bc735f01d48207bf6e8520b56d9e576a76</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>355</th>\n",
-       "      <td>05d9083ce42b1687c3e4f35a139f2fbbc2bfe8da</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDVkOTA4M2NlNDJiMTY4N2MzZTRmMzVhMTM5ZjJmYmJjMmJmZThkYQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-04-24T14:10:58Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-04-24T14:10:58Z</td>\n",
-       "      <td>Update to hla.dat\\n\\nRemoval of special characters from author names</td>\n",
-       "      <td>a811b3c13aef8b3cb19b7bd92a124fdaa03a08c4</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/a811b3c13aef8b3cb19b7bd92a124fdaa03a08c4</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/05d9083ce42b1687c3e4f35a139f2fbbc2bfe8da</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/05d9083ce42b1687c3e4f35a139f2fbbc2bfe8da</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/05d9083ce42b1687c3e4f35a139f2fbbc2bfe8da</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/05d9083ce42b1687c3e4f35a139f2fbbc2bfe8da/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>e46989ce2bccf8e58a520da10d172ef2960ed755</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e46989ce2bccf8e58a520da10d172ef2960ed755</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e46989ce2bccf8e58a520da10d172ef2960ed755</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>356</th>\n",
-       "      <td>c5acf7a4342869351b2382b1cc1d1b5763e7e04e</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YzVhY2Y3YTQzNDI4NjkzNTFiMjM4MmIxY2MxZDFiNTc2M2U3ZTA0ZQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-04-24T14:12:02Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-04-24T14:12:02Z</td>\n",
-       "      <td>Update to hla.dat\\n\\nRemoval of special characters from author names</td>\n",
-       "      <td>38f6dec075130ddb16c4d7a0508d92ec3e03490f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/38f6dec075130ddb16c4d7a0508d92ec3e03490f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/c5acf7a4342869351b2382b1cc1d1b5763e7e04e</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c5acf7a4342869351b2382b1cc1d1b5763e7e04e</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c5acf7a4342869351b2382b1cc1d1b5763e7e04e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c5acf7a4342869351b2382b1cc1d1b5763e7e04e/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>c320d8541552dcad51ac9fc5d3dd09e4ef549a89</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c320d8541552dcad51ac9fc5d3dd09e4ef549a89</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c320d8541552dcad51ac9fc5d3dd09e4ef549a89</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>357</th>\n",
-       "      <td>1bdf407969cf6c5bb6db2c17c1f47bbbc916b74b</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MWJkZjQwNzk2OWNmNmM1YmI2ZGIyYzE3YzFmNDdiYmJjOTE2Yjc0Yg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-04-24T16:04:58Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-04-24T16:04:58Z</td>\n",
-       "      <td>Updates to formatting\\n\\nAll historical Allelelist.XXX.txt files have been updated to csv\\nformat, and include the standardised headers</td>\n",
-       "      <td>cd66fdd12af5452d1e47cfdc8200f52c67ef9001</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/cd66fdd12af5452d1e47cfdc8200f52c67ef9001</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/1bdf407969cf6c5bb6db2c17c1f47bbbc916b74b</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1bdf407969cf6c5bb6db2c17c1f47bbbc916b74b</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1bdf407969cf6c5bb6db2c17c1f47bbbc916b74b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1bdf407969cf6c5bb6db2c17c1f47bbbc916b74b/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>b9055382e8c2c30fff6d9de6a0be0265b5abc55f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b9055382e8c2c30fff6d9de6a0be0265b5abc55f</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b9055382e8c2c30fff6d9de6a0be0265b5abc55f</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>358</th>\n",
-       "      <td>b0a9e76723ba3a7d7ae161c6eba506d150b5171c</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YjBhOWU3NjcyM2JhM2E3ZDdhZTE2MWM2ZWJhNTA2ZDE1MGI1MTcxYw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-04-25T10:56:04Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-04-25T10:56:04Z</td>\n",
-       "      <td>Updates to formatting\\n\\nAll historical Allelelist.XXX.txt files have been updated to csv\\nformat, and include the standardised headers, and READ.me updated</td>\n",
-       "      <td>6f3c24dd5259d78a59c3c4b8e3fcebf7e1a052fa</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/6f3c24dd5259d78a59c3c4b8e3fcebf7e1a052fa</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/b0a9e76723ba3a7d7ae161c6eba506d150b5171c</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b0a9e76723ba3a7d7ae161c6eba506d150b5171c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b0a9e76723ba3a7d7ae161c6eba506d150b5171c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b0a9e76723ba3a7d7ae161c6eba506d150b5171c/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>1bdf407969cf6c5bb6db2c17c1f47bbbc916b74b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1bdf407969cf6c5bb6db2c17c1f47bbbc916b74b</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1bdf407969cf6c5bb6db2c17c1f47bbbc916b74b</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>359</th>\n",
-       "      <td>0bbcd1706ca2f899b67682b8783fae636bb0372d</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MGJiY2QxNzA2Y2EyZjg5OWI2NzY4MmI4NzgzZmFlNjM2YmIwMzcyZA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-04-26T12:36:01Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-04-26T12:36:01Z</td>\n",
-       "      <td>Update to IPD-IMGT/HLA Release 3.32.0\\n\\nUpdated prot.msf files to ensure all sequences are the same length with\\nthe MSF file. Updated sequence coordinates for C*07:02:01:17N to\\nreflect splice variant.</td>\n",
-       "      <td>4b1533a6b8199efa310581e4e3b223a4ef5ea8df</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/4b1533a6b8199efa310581e4e3b223a4ef5ea8df</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0bbcd1706ca2f899b67682b8783fae636bb0372d</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0bbcd1706ca2f899b67682b8783fae636bb0372d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0bbcd1706ca2f899b67682b8783fae636bb0372d/comments</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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-       "      <td>False</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>b0a9e76723ba3a7d7ae161c6eba506d150b5171c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b0a9e76723ba3a7d7ae161c6eba506d150b5171c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b0a9e76723ba3a7d7ae161c6eba506d150b5171c</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>360</th>\n",
-       "      <td>027c139d2dda9e7bbf29d61af35f513c06a812a6</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDI3YzEzOWQyZGRhOWU3YmJmMjlkNjFhZjM1ZjUxM2MwNmE4MTJhNg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-04-27T12:12:02Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-04-27T12:12:02Z</td>\n",
-       "      <td>Update to IPD-IMGT/HLA Release 3.32.0\\n\\nUpdates to the C*07:02:01:17N exon coordinates</td>\n",
-       "      <td>9b3efa64f243e958ac0dddff3eea26a1e5096a73</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/9b3efa64f243e958ac0dddff3eea26a1e5096a73</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/027c139d2dda9e7bbf29d61af35f513c06a812a6</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/027c139d2dda9e7bbf29d61af35f513c06a812a6</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/027c139d2dda9e7bbf29d61af35f513c06a812a6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/027c139d2dda9e7bbf29d61af35f513c06a812a6/comments</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
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-       "      <td></td>\n",
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-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0bbcd1706ca2f899b67682b8783fae636bb0372d</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0bbcd1706ca2f899b67682b8783fae636bb0372d</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>361</th>\n",
-       "      <td>6942db8a0c2abbeb23fdb488721bbb41014923a4</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Njk0MmRiOGEwYzJhYmJlYjIzZmRiNDg4NzIxYmJiNDEwMTQ5MjNhNA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2018-04-27T12:12:58Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2018-04-27T12:12:58Z</td>\n",
-       "      <td>Merge pull request #142 from ANHIG/3320\\n\\n3320</td>\n",
-       "      <td>9b3efa64f243e958ac0dddff3eea26a1e5096a73</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/9b3efa64f243e958ac0dddff3eea26a1e5096a73</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/6942db8a0c2abbeb23fdb488721bbb41014923a4</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
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-       "      <td>tree 9b3efa64f243e958ac0dddff3eea26a1e5096a73\\nparent cf54775bef36c0df39e66317fe86b806d74811a3\\nparent 027c139d2dda9e7bbf29d61af35f513c06a812a6\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1524831178 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1524831178 +0100\\n\\nMerge pull request #142 from ANHIG/3320\\n\\n3320</td>\n",
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-       "      <td>User</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
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-       "      <td>False</td>\n",
-       "      <td>cf54775bef36c0df39e66317fe86b806d74811a3</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cf54775bef36c0df39e66317fe86b806d74811a3</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cf54775bef36c0df39e66317fe86b806d74811a3</td>\n",
-       "      <td>027c139d2dda9e7bbf29d61af35f513c06a812a6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/027c139d2dda9e7bbf29d61af35f513c06a812a6</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/027c139d2dda9e7bbf29d61af35f513c06a812a6</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>362</th>\n",
-       "      <td>58b9841003e927db3fdb503055a22f57cb56a57c</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NThiOTg0MTAwM2U5MjdkYjNmZGI1MDMwNTVhMjJmNTdjYjU2YTU3Yw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-05-04T10:31:08Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-05-04T10:31:08Z</td>\n",
-       "      <td>Update to IPD-IMGT/HLA Release 3.32.0\\n\\nAllele IDs added to alignmentreference element attributes for DPB1 and DRB3-5 genes</td>\n",
-       "      <td>07bcfef1480c9b0dc09d7ff23a44e8872513aa6d</td>\n",
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-       "      <td>0</td>\n",
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-       "      <td>unsigned</td>\n",
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-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/58b9841003e927db3fdb503055a22f57cb56a57c</td>\n",
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-       "      <td>jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>027c139d2dda9e7bbf29d61af35f513c06a812a6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/027c139d2dda9e7bbf29d61af35f513c06a812a6</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/027c139d2dda9e7bbf29d61af35f513c06a812a6</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>363</th>\n",
-       "      <td>1e7d4759ce1a7bfb42ddd782272b7fe926c3d04f</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MWU3ZDQ3NTljZTFhN2JmYjQyZGRkNzgyMjcyYjdmZTkyNmMzZDA0Zg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2018-05-04T10:33:51Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2018-05-04T10:33:51Z</td>\n",
-       "      <td>Merge pull request #144 from ANHIG/3320\\n\\nUpdate to IPD-IMGT/HLA Release 3.32.0</td>\n",
-       "      <td>07bcfef1480c9b0dc09d7ff23a44e8872513aa6d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/07bcfef1480c9b0dc09d7ff23a44e8872513aa6d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/1e7d4759ce1a7bfb42ddd782272b7fe926c3d04f</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJa7DcPCRBK7hj4Ov3rIwAAdHIIAHf3cCfS331L7hDGmQT0g+/Z\\nquurxO81SZTVzW/5Zocz3ghMsP/bJAAZgG9UYZ0TxdKI0phoTgFKnR7u6u82FzOj\\nxHuq1OAb/ViYWVkOlNL6jVFU9g589QTSxcEqyrebPsS15LAJ54BFVv+00cMYkXNw\\n1FjRuep9kxhFKgPvaqjrClbHlJb+uX+gWSdhNzREi5Pfr4jGr5G5dsusoDp2NRbE\\nRwx7/XBhni2/4yCdXCzCiDDdMeRmlLzSeb6G3nI8gJ5UETX3Ms+ulPGtbMuIBF94\\nM5/AdMECDIDsNGHVnwQ8eQBJnlqtRaVXrejG3ItFy2bMUxdCWaisyxv7nZb2k+k=\\n=R61z\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree 07bcfef1480c9b0dc09d7ff23a44e8872513aa6d\\nparent 6942db8a0c2abbeb23fdb488721bbb41014923a4\\nparent 58b9841003e927db3fdb503055a22f57cb56a57c\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1525430031 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1525430031 +0100\\n\\nMerge pull request #144 from ANHIG/3320\\n\\nUpdate to IPD-IMGT/HLA Release 3.32.0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1e7d4759ce1a7bfb42ddd782272b7fe926c3d04f</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1e7d4759ce1a7bfb42ddd782272b7fe926c3d04f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1e7d4759ce1a7bfb42ddd782272b7fe926c3d04f/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>6942db8a0c2abbeb23fdb488721bbb41014923a4</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6942db8a0c2abbeb23fdb488721bbb41014923a4</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6942db8a0c2abbeb23fdb488721bbb41014923a4</td>\n",
-       "      <td>58b9841003e927db3fdb503055a22f57cb56a57c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/58b9841003e927db3fdb503055a22f57cb56a57c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/58b9841003e927db3fdb503055a22f57cb56a57c</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>364</th>\n",
-       "      <td>f46dca0809b813e38214d96860da7ea83614e54c</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZjQ2ZGNhMDgwOWI4MTNlMzgyMTRkOTY4NjBkYTdlYTgzNjE0ZTU0Yw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-05-18T14:43:27Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-05-18T14:43:27Z</td>\n",
-       "      <td>Update to IPD-IMGT/HLA Release 3.32.0\\n\\nB_prot.msf was zero bytes in length, and the start of the gDNA was incorrectly labelled Y_gen.txt</td>\n",
-       "      <td>d84299286555d1be458860820c8b6d0e6ac2369c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/d84299286555d1be458860820c8b6d0e6ac2369c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/f46dca0809b813e38214d96860da7ea83614e54c</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f46dca0809b813e38214d96860da7ea83614e54c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f46dca0809b813e38214d96860da7ea83614e54c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f46dca0809b813e38214d96860da7ea83614e54c/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>58b9841003e927db3fdb503055a22f57cb56a57c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/58b9841003e927db3fdb503055a22f57cb56a57c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/58b9841003e927db3fdb503055a22f57cb56a57c</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>365</th>\n",
-       "      <td>ebf0441ac18df985ffda33d62f0f75f78e06d223</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZWJmMDQ0MWFjMThkZjk4NWZmZGEzM2Q2MmYwZjc1Zjc4ZTA2ZDIyMw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2018-05-18T15:36:36Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2018-05-18T15:36:36Z</td>\n",
-       "      <td>Merge pull request #145 from ANHIG/3320\\n\\nUpdate to IPD-IMGT/HLA Release 3.32.0</td>\n",
-       "      <td>d84299286555d1be458860820c8b6d0e6ac2369c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/d84299286555d1be458860820c8b6d0e6ac2369c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ebf0441ac18df985ffda33d62f0f75f78e06d223</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJa/vMECRBK7hj4Ov3rIwAAdHIIAAQrvsw9/g17Dv0oV30dUtP+\\npWdiT9pyOEowSlUAwo/vA/o1SbVmDThwRhHUUDeCZwIz8mJvt664VYT1ZXFe9SEJ\\nGNYi/NO/8b1TLqdefyaxnp3PZ9ogKugW6jx/SvOWdXVwjuM0NxVnjz5G7NQqcKx9\\nEjAayHCmFX91qN/xgC2y/sDlZqcRb8pGPqLJIb/VN9g4gLHxM/uadK9b6zFsTXN3\\nXJLXcJ0skRwxUnRrGfE1i0ka5pGHWHYU1XqYJPvK1+jtgMX1+kw8FSXQf8A9/SDp\\n0JlBvJSaT5SsOZQ4z8TFzmw44/ZAjgxRiJ/sCO2EIwcdLLOFCZCKtvWcw3uF0IA=\\n=EAVI\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree d84299286555d1be458860820c8b6d0e6ac2369c\\nparent 1e7d4759ce1a7bfb42ddd782272b7fe926c3d04f\\nparent f46dca0809b813e38214d96860da7ea83614e54c\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1526657796 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1526657796 +0100\\n\\nMerge pull request #145 from ANHIG/3320\\n\\nUpdate to IPD-IMGT/HLA Release 3.32.0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ebf0441ac18df985ffda33d62f0f75f78e06d223</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ebf0441ac18df985ffda33d62f0f75f78e06d223</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ebf0441ac18df985ffda33d62f0f75f78e06d223/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>1e7d4759ce1a7bfb42ddd782272b7fe926c3d04f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1e7d4759ce1a7bfb42ddd782272b7fe926c3d04f</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1e7d4759ce1a7bfb42ddd782272b7fe926c3d04f</td>\n",
-       "      <td>f46dca0809b813e38214d96860da7ea83614e54c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f46dca0809b813e38214d96860da7ea83614e54c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f46dca0809b813e38214d96860da7ea83614e54c</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>366</th>\n",
-       "      <td>39309155109aabc9f65ebe96cf6dca3e103b9e10</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MzkzMDkxNTUxMDlhYWJjOWY2NWViZTk2Y2Y2ZGNhM2UxMDNiOWUxMA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-05-22T13:52:03Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-05-22T13:52:03Z</td>\n",
-       "      <td>Update to IPD-IMGT/HLA Release 3.32.0  James Robinson committed\\n\\nUdpated compressed alignments folder and updated md5 checksum</td>\n",
-       "      <td>663f953728288e1efc50a81ea54a4f4fcdea7d5e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/663f953728288e1efc50a81ea54a4f4fcdea7d5e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/39309155109aabc9f65ebe96cf6dca3e103b9e10</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/39309155109aabc9f65ebe96cf6dca3e103b9e10</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/39309155109aabc9f65ebe96cf6dca3e103b9e10</td>\n",
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-       "      <td>jrob119</td>\n",
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-       "      <td></td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>f46dca0809b813e38214d96860da7ea83614e54c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f46dca0809b813e38214d96860da7ea83614e54c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f46dca0809b813e38214d96860da7ea83614e54c</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>367</th>\n",
-       "      <td>c87a3f615f2cbff3426bfbcd46aa92ea2351f05e</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Yzg3YTNmNjE1ZjJjYmZmMzQyNmJmYmNkNDZhYTkyZWEyMzUxZjA1ZQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2018-05-22T13:52:26Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2018-05-22T13:52:26Z</td>\n",
-       "      <td>Merge pull request #146 from ANHIG/3320\\n\\nUpdate to IPD-IMGT/HLA Release 3.32.0  James Robinson committed</td>\n",
-       "      <td>663f953728288e1efc50a81ea54a4f4fcdea7d5e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/663f953728288e1efc50a81ea54a4f4fcdea7d5e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/c87a3f615f2cbff3426bfbcd46aa92ea2351f05e</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
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-       "      <td>tree 663f953728288e1efc50a81ea54a4f4fcdea7d5e\\nparent ebf0441ac18df985ffda33d62f0f75f78e06d223\\nparent 39309155109aabc9f65ebe96cf6dca3e103b9e10\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1526997146 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1526997146 +0100\\n\\nMerge pull request #146 from ANHIG/3320\\n\\nUpdate to IPD-IMGT/HLA Release 3.32.0  James Robinson committed</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c87a3f615f2cbff3426bfbcd46aa92ea2351f05e</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c87a3f615f2cbff3426bfbcd46aa92ea2351f05e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c87a3f615f2cbff3426bfbcd46aa92ea2351f05e/comments</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>ebf0441ac18df985ffda33d62f0f75f78e06d223</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ebf0441ac18df985ffda33d62f0f75f78e06d223</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ebf0441ac18df985ffda33d62f0f75f78e06d223</td>\n",
-       "      <td>39309155109aabc9f65ebe96cf6dca3e103b9e10</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/39309155109aabc9f65ebe96cf6dca3e103b9e10</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/39309155109aabc9f65ebe96cf6dca3e103b9e10</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>368</th>\n",
-       "      <td>0f047cb2ba3d00f3c0e0e496865909cfdc46b846</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MGYwNDdjYjJiYTNkMDBmM2MwZTBlNDk2ODY1OTA5Y2ZkYzQ2Yjg0Ng==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-07-11T11:22:21Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-07-11T11:22:21Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.33.0\\n\\nRelease 3.33.0 of the IPD-IMGT/HLA Database</td>\n",
-       "      <td>568e836ce323defc9edbfe426a08ce79f4d0901c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/568e836ce323defc9edbfe426a08ce79f4d0901c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/0f047cb2ba3d00f3c0e0e496865909cfdc46b846</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0f047cb2ba3d00f3c0e0e496865909cfdc46b846</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0f047cb2ba3d00f3c0e0e496865909cfdc46b846</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0f047cb2ba3d00f3c0e0e496865909cfdc46b846/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>c87a3f615f2cbff3426bfbcd46aa92ea2351f05e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c87a3f615f2cbff3426bfbcd46aa92ea2351f05e</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c87a3f615f2cbff3426bfbcd46aa92ea2351f05e</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>369</th>\n",
-       "      <td>bb2498ccdb4396ed602db544a725793ea0d75d2a</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YmIyNDk4Y2NkYjQzOTZlZDYwMmRiNTQ0YTcyNTc5M2VhMGQ3NWQyYQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-07-11T11:35:01Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-07-11T11:35:01Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.33.0\\n\\nRelease 3.33.0 of the IPD-IMGT/HLA Database</td>\n",
-       "      <td>614bb625d0645f51007cc9de94643a7a32faab42</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/614bb625d0645f51007cc9de94643a7a32faab42</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/bb2498ccdb4396ed602db544a725793ea0d75d2a</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bb2498ccdb4396ed602db544a725793ea0d75d2a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/bb2498ccdb4396ed602db544a725793ea0d75d2a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bb2498ccdb4396ed602db544a725793ea0d75d2a/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>0f047cb2ba3d00f3c0e0e496865909cfdc46b846</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0f047cb2ba3d00f3c0e0e496865909cfdc46b846</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0f047cb2ba3d00f3c0e0e496865909cfdc46b846</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>370</th>\n",
-       "      <td>e923f79e2aaacacdb52de9b149c4a4946163b742</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZTkyM2Y3OWUyYWFhY2FjZGI1MmRlOWIxNDljNGE0OTQ2MTYzYjc0Mg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2018-07-11T11:36:49Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2018-07-11T11:36:49Z</td>\n",
-       "      <td>Update change_log.txt</td>\n",
-       "      <td>30c715d5115e55f48a4549da23bfeda974d066e8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/30c715d5115e55f48a4549da23bfeda974d066e8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/e923f79e2aaacacdb52de9b149c4a4946163b742</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJbRevRCRBK7hj4Ov3rIwAAdHIIAIBNPzBAhg38zxCC98mwGtD/\\nS9i8pQ0E3o02NGBvNLSMmjz+Wap7p2e5TTq249Ge47bHj25Xs8IbDeii08WV4a4B\\nwwOmdfuCuuWKWJUAJutRLs/fdOySgVhTpUZZwahdM1RDH+Nr+7/wI8bJ+jV45RJY\\nTvB/uU+sp7LKY6JfVxwMD0M5V90irsBQ6klgE7vlLcS3YRRfh9mTsGEKrsZXmTOG\\nkFksGQJs5uV5EIg034lFqaomnOPJtQLVYC0GI44QORa4+L+MxaLONXKs14q42lAK\\nQ3sWQgZWo8ObaFKs6Ogqr2NT40Wa9KHN1h6OKW4eBbvRAYoTnNSBzBCedC6eR4A=\\n=WHLN\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree 30c715d5115e55f48a4549da23bfeda974d066e8\\nparent bb2498ccdb4396ed602db544a725793ea0d75d2a\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1531309009 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1531309009 +0100\\n\\nUpdate change_log.txt</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e923f79e2aaacacdb52de9b149c4a4946163b742</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e923f79e2aaacacdb52de9b149c4a4946163b742</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e923f79e2aaacacdb52de9b149c4a4946163b742/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>bb2498ccdb4396ed602db544a725793ea0d75d2a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bb2498ccdb4396ed602db544a725793ea0d75d2a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/bb2498ccdb4396ed602db544a725793ea0d75d2a</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>371</th>\n",
-       "      <td>256afa4865645e3bafc2372cfbd9780e653f535c</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MjU2YWZhNDg2NTY0NWUzYmFmYzIzNzJjZmJkOTc4MGU2NTNmNTM1Yw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2018-07-11T11:37:44Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2018-07-11T11:37:44Z</td>\n",
-       "      <td>Merge pull request #148 from ANHIG/3330\\n\\nIPD-IMGT/HLA Release 3.33.0</td>\n",
-       "      <td>30c715d5115e55f48a4549da23bfeda974d066e8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/30c715d5115e55f48a4549da23bfeda974d066e8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/256afa4865645e3bafc2372cfbd9780e653f535c</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJbRewICRBK7hj4Ov3rIwAAdHIIAHVfK7lEcBA8xEXUvD5eGEnf\\ndADtfL++ASy/oZj4UuoxsAHIso4BgpvrX9fAcbDnRo4viTHYXh4LN460dx7j2kJI\\nHoF4h0dA97mstJodEJYnJch0YyyOZm1XEE/vlYtOpXBw7as0WrI5/cRTODGvR8HL\\nKS3DfAq4R9XXLFTGxUv2T18TqOjewn74yfrB2PhF36sQzbE6VHgI9lMXgebpSy/w\\nGZaXBpn1M4hYVFmM0P9wSbFc9YFXEZA/2bN37FMeGhKRY3EVjafSyhjmx/sUw5H7\\nXQqmChEApBO00vNTyTbIyK510dhMaJEGEaoHcWDNbTOKWtbZdeR7uOKp6lWFzxg=\\n=6gma\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree 30c715d5115e55f48a4549da23bfeda974d066e8\\nparent c87a3f615f2cbff3426bfbcd46aa92ea2351f05e\\nparent e923f79e2aaacacdb52de9b149c4a4946163b742\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1531309064 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1531309064 +0100\\n\\nMerge pull request #148 from ANHIG/3330\\n\\nIPD-IMGT/HLA Release 3.33.0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/256afa4865645e3bafc2372cfbd9780e653f535c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/256afa4865645e3bafc2372cfbd9780e653f535c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/256afa4865645e3bafc2372cfbd9780e653f535c/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>c87a3f615f2cbff3426bfbcd46aa92ea2351f05e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c87a3f615f2cbff3426bfbcd46aa92ea2351f05e</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c87a3f615f2cbff3426bfbcd46aa92ea2351f05e</td>\n",
-       "      <td>e923f79e2aaacacdb52de9b149c4a4946163b742</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e923f79e2aaacacdb52de9b149c4a4946163b742</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e923f79e2aaacacdb52de9b149c4a4946163b742</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>372</th>\n",
-       "      <td>3e41645a33c1badb690ea9325732398b15bdd305</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6M2U0MTY0NWEzM2MxYmFkYjY5MGVhOTMyNTczMjM5OGIxNWJkZDMwNQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2018-07-11T17:30:10Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2018-07-11T17:30:10Z</td>\n",
-       "      <td>Update hla_nom_g.txt</td>\n",
-       "      <td>39f7cea8fe6a25f969ddb6a449a07e652d77bd38</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/39f7cea8fe6a25f969ddb6a449a07e652d77bd38</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/3e41645a33c1badb690ea9325732398b15bdd305</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJbRj6iCRBK7hj4Ov3rIwAAdHIIAC6PyFJp/T4PT19MPmBYfB+P\\nF/Uv6OeMcFiLQP2a4FEoItb8S3KacXmgf//4iKZ/ngWdbW1newWRVqtalBowXOhW\\noONF9gMF2lXCGcCZwC/gl+qOe98V19bU2YTsxy0hwJ7nbSxdhINQItvdaZp/Z41h\\nxA7UT2gUmPHfBs4dps2b0/wUW68lEy3VAXVZhhmqwmmcYlcQBt2O3ekF2rWn/b14\\npO6W/KJiddFLDM69EH3I9ZcW2+57aoYY/tpEB16S9V+86olVhD0FMYAAqsZRpb0Y\\nE0pDFZbU/2dcnkjTjNBuAgeUkfozI0+QTo7gUSHnfJYFs3ggcyl+iZkuG2TT94s=\\n=Vhdm\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree 39f7cea8fe6a25f969ddb6a449a07e652d77bd38\\nparent 256afa4865645e3bafc2372cfbd9780e653f535c\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1531330210 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1531330210 +0100\\n\\nUpdate hla_nom_g.txt</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3e41645a33c1badb690ea9325732398b15bdd305</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3e41645a33c1badb690ea9325732398b15bdd305</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3e41645a33c1badb690ea9325732398b15bdd305/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>256afa4865645e3bafc2372cfbd9780e653f535c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/256afa4865645e3bafc2372cfbd9780e653f535c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/256afa4865645e3bafc2372cfbd9780e653f535c</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>373</th>\n",
-       "      <td>140fa68f7c413fab6f220b30ace6e414b8bf6ec0</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MTQwZmE2OGY3YzQxM2ZhYjZmMjIwYjMwYWNlNmU0MTRiOGJmNmVjMA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2018-07-11T17:30:53Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2018-07-11T17:30:53Z</td>\n",
-       "      <td>Update hla_nom_g.txt</td>\n",
-       "      <td>39f7cea8fe6a25f969ddb6a449a07e652d77bd38</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/39f7cea8fe6a25f969ddb6a449a07e652d77bd38</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/140fa68f7c413fab6f220b30ace6e414b8bf6ec0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJbRj7NCRBK7hj4Ov3rIwAAdHIIAAMi35bpg6GDXlDzrOP3rD4o\\nEG2jI7I94/Z8o4YrA34erigU/LpUEblx5cxTKAHXIKq6dKL8RPqbKsDrlVNjZd/B\\nEtz5kJBSy5LYET2FFVHKFncmVtKWEaoyzBgTDpv8Es1XDdBd/ToTgMmwo6gTVAq3\\nC7Qg1/nUxrJ8ceuElzhOEZwLWiwf4FoJAVVy83uc9SX+rdqMFa48frS/P5Zm7u5u\\nldsMofK7vMe3FdNZSF0YIbKoax2AiXplus6sD3pd9RRWCIM16+0uu4jjJfAWyfe1\\nXR1VAP+XtABvk+C8SbUghNna8XKgyDXSihJI0iFv2ztd/RYOOpaabi7boI+CyZQ=\\n=VPjx\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree 39f7cea8fe6a25f969ddb6a449a07e652d77bd38\\nparent e923f79e2aaacacdb52de9b149c4a4946163b742\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1531330253 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1531330253 +0100\\n\\nUpdate hla_nom_g.txt</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/140fa68f7c413fab6f220b30ace6e414b8bf6ec0</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/140fa68f7c413fab6f220b30ace6e414b8bf6ec0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/140fa68f7c413fab6f220b30ace6e414b8bf6ec0/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>e923f79e2aaacacdb52de9b149c4a4946163b742</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e923f79e2aaacacdb52de9b149c4a4946163b742</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e923f79e2aaacacdb52de9b149c4a4946163b742</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>374</th>\n",
-       "      <td>fdb4666aac16126e3d851db8343e2d8c573131df</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZmRiNDY2NmFhYzE2MTI2ZTNkODUxZGI4MzQzZTJkOGM1NzMxMzFkZg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-07-12T09:50:05Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-07-12T09:50:05Z</td>\n",
-       "      <td>Updated md5 checksum file</td>\n",
-       "      <td>331eeb0ced31a6cc4984ff43662c9d456f22f1b1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/331eeb0ced31a6cc4984ff43662c9d456f22f1b1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/fdb4666aac16126e3d851db8343e2d8c573131df</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fdb4666aac16126e3d851db8343e2d8c573131df</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/fdb4666aac16126e3d851db8343e2d8c573131df</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fdb4666aac16126e3d851db8343e2d8c573131df/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>140fa68f7c413fab6f220b30ace6e414b8bf6ec0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/140fa68f7c413fab6f220b30ace6e414b8bf6ec0</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/140fa68f7c413fab6f220b30ace6e414b8bf6ec0</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>375</th>\n",
-       "      <td>0c15e44d2c6efbf105d89282cef5ad171db4c131</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MGMxNWU0NGQyYzZlZmJmMTA1ZDg5MjgyY2VmNWFkMTcxZGI0YzEzMQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2018-07-12T09:50:43Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2018-07-12T09:50:43Z</td>\n",
-       "      <td>Merge pull request #149 from ANHIG/3330\\n\\n3330</td>\n",
-       "      <td>331eeb0ced31a6cc4984ff43662c9d456f22f1b1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/331eeb0ced31a6cc4984ff43662c9d456f22f1b1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/0c15e44d2c6efbf105d89282cef5ad171db4c131</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJbRyRzCRBK7hj4Ov3rIwAAdHIIABq8ETUH34S1gSC9q9seEtoY\\nHd4eKb/3kr5pR3Vx+OlWPvqo8vyDPjvzU6lhgPenHtK6dg4lC1baS5RNCrjeutoG\\nLTjdzVcnKJxkK7GBx3N1fsFVEtgXr2WFWBNs6SOdLPL/OqKwCX5EX3dZc3uVbOpS\\nEzgkN4UbECvpri+pvEqYYPTCb9qilQCLj1O/RqZtfB9CsBJIFKQ21OdvPGkW76dF\\nPnuZitiE8dtLhB86nie68nsgZzHgmTZQT44+uhNrzuM3xSUnCOdvs7RaPXUdjyvo\\nUTl4ZvW9AG0MNyAfuZzT2Y9uDVfh5S+kq49wPpIvIg3iQA15BHzzv4sbPg7v6AM=\\n=Oe19\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree 331eeb0ced31a6cc4984ff43662c9d456f22f1b1\\nparent 3e41645a33c1badb690ea9325732398b15bdd305\\nparent fdb4666aac16126e3d851db8343e2d8c573131df\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1531389043 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1531389043 +0100\\n\\nMerge pull request #149 from ANHIG/3330\\n\\n3330</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0c15e44d2c6efbf105d89282cef5ad171db4c131</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0c15e44d2c6efbf105d89282cef5ad171db4c131</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0c15e44d2c6efbf105d89282cef5ad171db4c131/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>3e41645a33c1badb690ea9325732398b15bdd305</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3e41645a33c1badb690ea9325732398b15bdd305</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3e41645a33c1badb690ea9325732398b15bdd305</td>\n",
-       "      <td>fdb4666aac16126e3d851db8343e2d8c573131df</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fdb4666aac16126e3d851db8343e2d8c573131df</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/fdb4666aac16126e3d851db8343e2d8c573131df</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>376</th>\n",
-       "      <td>8b002924f8c095ab39fec054b1886adca6452d31</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OGIwMDI5MjRmOGMwOTVhYjM5ZmVjMDU0YjE4ODZhZGNhNjQ1MmQzMQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-07-16T13:15:56Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-07-16T13:15:56Z</td>\n",
-       "      <td>Update to hla.dat and Class I Text Alignment.</td>\n",
-       "      <td>4f3fac82bad61561833e469b8be7accc7aaf74ac</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/4f3fac82bad61561833e469b8be7accc7aaf74ac</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/8b002924f8c095ab39fec054b1886adca6452d31</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8b002924f8c095ab39fec054b1886adca6452d31</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8b002924f8c095ab39fec054b1886adca6452d31</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8b002924f8c095ab39fec054b1886adca6452d31/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>fdb4666aac16126e3d851db8343e2d8c573131df</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fdb4666aac16126e3d851db8343e2d8c573131df</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/fdb4666aac16126e3d851db8343e2d8c573131df</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>377</th>\n",
-       "      <td>c2f4740643ccf3c23b3be1145a1665944fcffbc6</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YzJmNDc0MDY0M2NjZjNjMjNiM2JlMTE0NWExNjY1OTQ0ZmNmZmJjNg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2018-07-16T13:17:19Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2018-07-16T13:17:19Z</td>\n",
-       "      <td>Merge pull request #152 from ANHIG/3330\\n\\nUpdate to hla.dat and Class I Text Alignment.</td>\n",
-       "      <td>4f3fac82bad61561833e469b8be7accc7aaf74ac</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/4f3fac82bad61561833e469b8be7accc7aaf74ac</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/c2f4740643ccf3c23b3be1145a1665944fcffbc6</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJbTJrfCRBK7hj4Ov3rIwAAdHIIADOGGHhu9dopWsU8BZ9JN8Kq\\nMs+GzYiLyOY8TUDyBpU00ZMiLA99q2DMrq63R9pPTNKpeBZYRJ96eC1uHk7iNdeT\\n5LjDyBrUhwq8LY+OwTTAltuhPaDGSiv81wWhA4QOtv05Wyq0/DZoxrAi9+P6JiSu\\nwVQFzqjO8Y27QTG68F0XoHYJFRW2GayHJB9pMY7/whRlRCwNXXvGJNpwWw00g5lR\\n41LyPO3/qvHk6umCOHi77jrQP6lPPNoKX84eJ3v8FHDybc2eV7adh5NiQ0IoBeqx\\nnrZ/qoy3lOhoEc6JKKQzei1dqAZtI3S1UWwo9WRiKAt/zyUhwL8bKqfGTLVtZvU=\\n=S6kP\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree 4f3fac82bad61561833e469b8be7accc7aaf74ac\\nparent 0c15e44d2c6efbf105d89282cef5ad171db4c131\\nparent 8b002924f8c095ab39fec054b1886adca6452d31\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1531747039 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1531747039 +0100\\n\\nMerge pull request #152 from ANHIG/3330\\n\\nUpdate to hla.dat and Class I Text Alignment.</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c2f4740643ccf3c23b3be1145a1665944fcffbc6</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c2f4740643ccf3c23b3be1145a1665944fcffbc6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c2f4740643ccf3c23b3be1145a1665944fcffbc6/comments</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
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-       "      <td>https://api.github.com/users/web-flow</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>0c15e44d2c6efbf105d89282cef5ad171db4c131</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0c15e44d2c6efbf105d89282cef5ad171db4c131</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0c15e44d2c6efbf105d89282cef5ad171db4c131</td>\n",
-       "      <td>8b002924f8c095ab39fec054b1886adca6452d31</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8b002924f8c095ab39fec054b1886adca6452d31</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8b002924f8c095ab39fec054b1886adca6452d31</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>378</th>\n",
-       "      <td>3b1848614de19ad87a66436350f5a3161ee61188</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6M2IxODQ4NjE0ZGUxOWFkODdhNjY0MzYzNTBmNWEzMTYxZWU2MTE4OA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-07-31T09:57:05Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-07-31T09:57:05Z</td>\n",
-       "      <td>Corrections to hla.xml</td>\n",
-       "      <td>11224c69febf5a614671f590ef020ab812bf282c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/11224c69febf5a614671f590ef020ab812bf282c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/3b1848614de19ad87a66436350f5a3161ee61188</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3b1848614de19ad87a66436350f5a3161ee61188</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3b1848614de19ad87a66436350f5a3161ee61188</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3b1848614de19ad87a66436350f5a3161ee61188/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
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-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>8b002924f8c095ab39fec054b1886adca6452d31</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8b002924f8c095ab39fec054b1886adca6452d31</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8b002924f8c095ab39fec054b1886adca6452d31</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>379</th>\n",
-       "      <td>f2b32a8dbc4d3cbc22e899619e3e88e24ec4541e</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZjJiMzJhOGRiYzRkM2NiYzIyZTg5OTYxOWUzZTg4ZTI0ZWM0NTQxZQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2018-07-31T09:59:25Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2018-07-31T09:59:25Z</td>\n",
-       "      <td>Merge pull request #157 from ANHIG/3330\\n\\nCorrections to hla.xml</td>\n",
-       "      <td>11224c69febf5a614671f590ef020ab812bf282c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/11224c69febf5a614671f590ef020ab812bf282c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/f2b32a8dbc4d3cbc22e899619e3e88e24ec4541e</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
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-       "      <td>tree 11224c69febf5a614671f590ef020ab812bf282c\\nparent c2f4740643ccf3c23b3be1145a1665944fcffbc6\\nparent 3b1848614de19ad87a66436350f5a3161ee61188\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1533031165 -0500\\ncommitter GitHub &lt;noreply@github.com&gt; 1533031165 -0500\\n\\nMerge pull request #157 from ANHIG/3330\\n\\nCorrections to hla.xml</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f2b32a8dbc4d3cbc22e899619e3e88e24ec4541e</td>\n",
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-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
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-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>c2f4740643ccf3c23b3be1145a1665944fcffbc6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c2f4740643ccf3c23b3be1145a1665944fcffbc6</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c2f4740643ccf3c23b3be1145a1665944fcffbc6</td>\n",
-       "      <td>3b1848614de19ad87a66436350f5a3161ee61188</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3b1848614de19ad87a66436350f5a3161ee61188</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3b1848614de19ad87a66436350f5a3161ee61188</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>380</th>\n",
-       "      <td>16c09d89398603dcf653cc5476f857f1a21c1d9d</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MTZjMDlkODkzOTg2MDNkY2Y2NTNjYzU0NzZmODU3ZjFhMjFjMWQ5ZA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-08-14T08:54:04Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-08-14T08:54:04Z</td>\n",
-       "      <td>Blank files replaced\\n\\nA number of MSF files where showing as zero length, these have been updated</td>\n",
-       "      <td>7191080da28f0bea9682f16615d9eb39cd9df4c8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/7191080da28f0bea9682f16615d9eb39cd9df4c8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/16c09d89398603dcf653cc5476f857f1a21c1d9d</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/16c09d89398603dcf653cc5476f857f1a21c1d9d</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/16c09d89398603dcf653cc5476f857f1a21c1d9d</td>\n",
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-       "      <td>jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td>https://github.com/jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>39309155109aabc9f65ebe96cf6dca3e103b9e10</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/39309155109aabc9f65ebe96cf6dca3e103b9e10</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/39309155109aabc9f65ebe96cf6dca3e103b9e10</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>381</th>\n",
-       "      <td>0fb005a2a7da21b0a44670969e57b2cef883fea2</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MGZiMDA1YTJhN2RhMjFiMGE0NDY3MDk2OWU1N2IyY2VmODgzZmVhMg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2018-09-06T11:04:54Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2018-09-06T11:04:54Z</td>\n",
-       "      <td>Update Deleted_alleles.txt\\n\\nErroneous comma removed</td>\n",
-       "      <td>488260063bfe02807faa610cb49a94f55c288b45</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/488260063bfe02807faa610cb49a94f55c288b45</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/0fb005a2a7da21b0a44670969e57b2cef883fea2</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
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-       "      <td>tree 488260063bfe02807faa610cb49a94f55c288b45\\nparent f2b32a8dbc4d3cbc22e899619e3e88e24ec4541e\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1536231894 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1536231894 +0100\\n\\nUpdate Deleted_alleles.txt\\n\\nErroneous comma removed</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0fb005a2a7da21b0a44670969e57b2cef883fea2</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0fb005a2a7da21b0a44670969e57b2cef883fea2</td>\n",
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-       "      <td>jrob119</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
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-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>f2b32a8dbc4d3cbc22e899619e3e88e24ec4541e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f2b32a8dbc4d3cbc22e899619e3e88e24ec4541e</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f2b32a8dbc4d3cbc22e899619e3e88e24ec4541e</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>382</th>\n",
-       "      <td>589fec138a6544295f0b146d0da8c24735910bfb</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NTg5ZmVjMTM4YTY1NDQyOTVmMGIxNDZkMGRhOGMyNDczNTkxMGJmYg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-10-17T09:08:57Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-10-17T09:08:57Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.34.0\\n\\nRelease of files for IPD-IMGT/HLA Release 3.34.0</td>\n",
-       "      <td>dd07d1c55be033a24645d2da927a9cfb3abf2f37</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/dd07d1c55be033a24645d2da927a9cfb3abf2f37</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/589fec138a6544295f0b146d0da8c24735910bfb</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/589fec138a6544295f0b146d0da8c24735910bfb</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/589fec138a6544295f0b146d0da8c24735910bfb</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/589fec138a6544295f0b146d0da8c24735910bfb/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>0fb005a2a7da21b0a44670969e57b2cef883fea2</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0fb005a2a7da21b0a44670969e57b2cef883fea2</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0fb005a2a7da21b0a44670969e57b2cef883fea2</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>383</th>\n",
-       "      <td>2a0214a4cf92aa2b145b3b6a29fe234ea5649c27</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MmEwMjE0YTRjZjkyYWEyYjE0NWIzYjZhMjlmZTIzNGVhNTY0OWMyNw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2018-10-17T09:15:48Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2018-10-17T09:15:48Z</td>\n",
-       "      <td>Merge pull request #162 from ANHIG/3340\\n\\nIPD-IMGT/HLA Release 3.34.0</td>\n",
-       "      <td>dd07d1c55be033a24645d2da927a9cfb3abf2f37</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/dd07d1c55be033a24645d2da927a9cfb3abf2f37</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/2a0214a4cf92aa2b145b3b6a29fe234ea5649c27</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
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-       "      <td>tree dd07d1c55be033a24645d2da927a9cfb3abf2f37\\nparent 0fb005a2a7da21b0a44670969e57b2cef883fea2\\nparent 589fec138a6544295f0b146d0da8c24735910bfb\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1539767748 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1539767748 +0100\\n\\nMerge pull request #162 from ANHIG/3340\\n\\nIPD-IMGT/HLA Release 3.34.0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2a0214a4cf92aa2b145b3b6a29fe234ea5649c27</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2a0214a4cf92aa2b145b3b6a29fe234ea5649c27</td>\n",
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-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
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-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>0fb005a2a7da21b0a44670969e57b2cef883fea2</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0fb005a2a7da21b0a44670969e57b2cef883fea2</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0fb005a2a7da21b0a44670969e57b2cef883fea2</td>\n",
-       "      <td>589fec138a6544295f0b146d0da8c24735910bfb</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/589fec138a6544295f0b146d0da8c24735910bfb</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/589fec138a6544295f0b146d0da8c24735910bfb</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>384</th>\n",
-       "      <td>5edcf73549d1f462932c4fbb9416e911665bca15</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NWVkY2Y3MzU0OWQxZjQ2MjkzMmM0ZmJiOTQxNmU5MTE2NjViY2ExNQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2018-10-17T09:17:38Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2018-10-17T09:17:38Z</td>\n",
-       "      <td>Update README.md</td>\n",
-       "      <td>c948e2d6d19019fc97204be20612b0878cdd0161</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/c948e2d6d19019fc97204be20612b0878cdd0161</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/5edcf73549d1f462932c4fbb9416e911665bca15</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJbxv4yCRBK7hj4Ov3rIwAAdHIIAJzIAQzmWnm5g+4o1v72ZlLx\\nQGCHoicJfj+Hsc6G1cuzeRxD4wtrX34wh32tXAYB2WrRyEzD5gMdTjSpoeoi2d+E\\nVW89Cemj5H0EC465QwFoeBsf1ixY9xsHHlIvAy/eocJqsdZjAT/T7Xsv+jYIgi8P\\nbr9XnRoP4bmpiF3nhnSzJsu7yD9d2ms4AS6mob8dkrWaD0X+4boNLsXvZx6f2c2+\\npNNYQUAS5nOjdqFiOxtzg6YOpmMJkTtPQ5l9WI15vfuc4Po/X28KMBEFcBuOYBuo\\nmXW/2ueMXiGgkDtXB8CcbZgk/N/O80yhDqeMXVqzWQFMqrxUbsQnmhtr2tksHP4=\\n=Yn7F\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree c948e2d6d19019fc97204be20612b0878cdd0161\\nparent 2a0214a4cf92aa2b145b3b6a29fe234ea5649c27\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1539767858 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1539767858 +0100\\n\\nUpdate README.md</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5edcf73549d1f462932c4fbb9416e911665bca15</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5edcf73549d1f462932c4fbb9416e911665bca15</td>\n",
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-       "      <td>jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>2a0214a4cf92aa2b145b3b6a29fe234ea5649c27</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2a0214a4cf92aa2b145b3b6a29fe234ea5649c27</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2a0214a4cf92aa2b145b3b6a29fe234ea5649c27</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>385</th>\n",
-       "      <td>2d282c36c2005a11e9d3151daaaaf7e4ca5acfb9</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MmQyODJjMzZjMjAwNWExMWU5ZDMxNTFkYWFhYWY3ZTRjYTVhY2ZiOQ==</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominicbarker@Dominics-iMac.local</td>\n",
-       "      <td>2018-10-18T15:05:10Z</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominicbarker@Dominics-iMac.local</td>\n",
-       "      <td>2018-10-18T15:05:10Z</td>\n",
-       "      <td>Update to DQB1*05:02:01:04 in DQB1_prot.txt</td>\n",
-       "      <td>86d8ca5851a41c45e953cc487bee9a23444b2a1e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/86d8ca5851a41c45e953cc487bee9a23444b2a1e</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2d282c36c2005a11e9d3151daaaaf7e4ca5acfb9</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2d282c36c2005a11e9d3151daaaaf7e4ca5acfb9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2d282c36c2005a11e9d3151daaaaf7e4ca5acfb9/comments</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>589fec138a6544295f0b146d0da8c24735910bfb</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/589fec138a6544295f0b146d0da8c24735910bfb</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/589fec138a6544295f0b146d0da8c24735910bfb</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>386</th>\n",
-       "      <td>7b429b8c8ce7347ec86cb01b0dfc2f553ebe8f48</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6N2I0MjliOGM4Y2U3MzQ3ZWM4NmNiMDFiMGRmYzJmNTUzZWJlOGY0OA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2018-10-18T15:10:34Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2018-10-18T15:10:34Z</td>\n",
-       "      <td>Merge pull request #164 from ANHIG/3340\\n\\nUpdate to DQB1*05:02:01:04 in DQB1_prot.txt</td>\n",
-       "      <td>0f9576aa4adb537d44adbf3609305706b2ae8f30</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/0f9576aa4adb537d44adbf3609305706b2ae8f30</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/7b429b8c8ce7347ec86cb01b0dfc2f553ebe8f48</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
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-       "      <td>tree 0f9576aa4adb537d44adbf3609305706b2ae8f30\\nparent 5edcf73549d1f462932c4fbb9416e911665bca15\\nparent 2d282c36c2005a11e9d3151daaaaf7e4ca5acfb9\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1539875434 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1539875434 +0100\\n\\nMerge pull request #164 from ANHIG/3340\\n\\nUpdate to DQB1*05:02:01:04 in DQB1_prot.txt</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>5edcf73549d1f462932c4fbb9416e911665bca15</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5edcf73549d1f462932c4fbb9416e911665bca15</td>\n",
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-       "      <td>2d282c36c2005a11e9d3151daaaaf7e4ca5acfb9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2d282c36c2005a11e9d3151daaaaf7e4ca5acfb9</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2d282c36c2005a11e9d3151daaaaf7e4ca5acfb9</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>387</th>\n",
-       "      <td>d7a9804aa1e45b977538a5d6b405584b5c9f2422</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZDdhOTgwNGFhMWU0NWI5Nzc1MzhhNWQ2YjQwNTU4NGI1YzlmMjQyMg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-11-06T11:15:51Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-11-06T11:15:51Z</td>\n",
-       "      <td>Update xml/hla.xml.zip\\n\\nCorrrected sequence status for C*04:180:01, C*15:08</td>\n",
-       "      <td>755fd264b305bf03efe75d9d02d2cc598c85549d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/755fd264b305bf03efe75d9d02d2cc598c85549d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/d7a9804aa1e45b977538a5d6b405584b5c9f2422</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d7a9804aa1e45b977538a5d6b405584b5c9f2422</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d7a9804aa1e45b977538a5d6b405584b5c9f2422</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d7a9804aa1e45b977538a5d6b405584b5c9f2422/comments</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>2d282c36c2005a11e9d3151daaaaf7e4ca5acfb9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2d282c36c2005a11e9d3151daaaaf7e4ca5acfb9</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2d282c36c2005a11e9d3151daaaaf7e4ca5acfb9</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>388</th>\n",
-       "      <td>3062d7af91c20811352c88bb87d318a93fa3fd78</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MzA2MmQ3YWY5MWMyMDgxMTM1MmM4OGJiODdkMzE4YTkzZmEzZmQ3OA==</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominicbarker@Dominics-iMac.local</td>\n",
-       "      <td>2018-11-06T11:25:45Z</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominicbarker@Dominics-iMac.local</td>\n",
-       "      <td>2018-11-06T11:25:45Z</td>\n",
-       "      <td>Updates to protein number for B*13:123Q</td>\n",
-       "      <td>5000b429f42f1f11c6baa3efe091252bbc5d804b</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/3062d7af91c20811352c88bb87d318a93fa3fd78</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3062d7af91c20811352c88bb87d318a93fa3fd78</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3062d7af91c20811352c88bb87d318a93fa3fd78</td>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>d7a9804aa1e45b977538a5d6b405584b5c9f2422</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d7a9804aa1e45b977538a5d6b405584b5c9f2422</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d7a9804aa1e45b977538a5d6b405584b5c9f2422</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>389</th>\n",
-       "      <td>f2472aaf572658757a7fc2b0132fcc85fbfe02c1</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZjI0NzJhYWY1NzI2NTg3NTdhN2ZjMmIwMTMyZmNjODVmYmZlMDJjMQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-11-06T11:29:52Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2018-11-06T11:29:52Z</td>\n",
-       "      <td>Update md5checksum.txt</td>\n",
-       "      <td>914b76326fda60b4c9f0391b0e1c0180589886ef</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/914b76326fda60b4c9f0391b0e1c0180589886ef</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/f2472aaf572658757a7fc2b0132fcc85fbfe02c1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f2472aaf572658757a7fc2b0132fcc85fbfe02c1</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f2472aaf572658757a7fc2b0132fcc85fbfe02c1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f2472aaf572658757a7fc2b0132fcc85fbfe02c1/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>3062d7af91c20811352c88bb87d318a93fa3fd78</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3062d7af91c20811352c88bb87d318a93fa3fd78</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3062d7af91c20811352c88bb87d318a93fa3fd78</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>390</th>\n",
-       "      <td>440678154494d8efd6d3fc4fe1c225b8fab3b25b</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NDQwNjc4MTU0NDk0ZDhlZmQ2ZDNmYzRmZTFjMjI1YjhmYWIzYjI1Yg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2018-11-06T11:30:30Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2018-11-06T11:30:30Z</td>\n",
-       "      <td>Merge pull request #165 from ANHIG/3340\\n\\n3340</td>\n",
-       "      <td>05fb3c207f4bf377955c3c2e24c80619e10fb2cd</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/05fb3c207f4bf377955c3c2e24c80619e10fb2cd</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/440678154494d8efd6d3fc4fe1c225b8fab3b25b</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJb4XtWCRBK7hj4Ov3rIwAAdHIIAIAtGAcuec1vCDdevOMNDt6s\\nXzPba2+U+FDjYsZUsYKg6aBjOPt2AjCJKkJ3DWtGEjXk+au1nXiq82Q10DP6umQc\\n8jMWTOAMZkn0/RURSH3IWKw6BqYJYSFK0lSBEIymBiQqwG0qSDgi8vvcDF39Doak\\nE3PmrWFxOMIksbTZGEeswQuEFkYH/7K+wXD/eXMUbaHQi/+TPNytkboECU4zcUSB\\nYD4Kz55nrwdIQmPVf1//b/bs9q2doR3w4XsfHVjjo9UEfcAL96bVvlHkB0rhufni\\nWIQK2JdecA7Gk4f2Wt7R0T12PqYEKSDE2rtRihuQ0VUYlmRl83luceWldSyV11o=\\n=Nlwp\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree 05fb3c207f4bf377955c3c2e24c80619e10fb2cd\\nparent 7b429b8c8ce7347ec86cb01b0dfc2f553ebe8f48\\nparent f2472aaf572658757a7fc2b0132fcc85fbfe02c1\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1541503830 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1541503830 +0000\\n\\nMerge pull request #165 from ANHIG/3340\\n\\n3340</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/440678154494d8efd6d3fc4fe1c225b8fab3b25b</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/440678154494d8efd6d3fc4fe1c225b8fab3b25b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/440678154494d8efd6d3fc4fe1c225b8fab3b25b/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>7b429b8c8ce7347ec86cb01b0dfc2f553ebe8f48</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7b429b8c8ce7347ec86cb01b0dfc2f553ebe8f48</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7b429b8c8ce7347ec86cb01b0dfc2f553ebe8f48</td>\n",
-       "      <td>f2472aaf572658757a7fc2b0132fcc85fbfe02c1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f2472aaf572658757a7fc2b0132fcc85fbfe02c1</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f2472aaf572658757a7fc2b0132fcc85fbfe02c1</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>391</th>\n",
-       "      <td>9a56d821cf09fa6acf34ba7fdb5fec294302dc68</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OWE1NmQ4MjFjZjA5ZmE2YWNmMzRiYTdmZGI1ZmVjMjk0MzAyZGM2OA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2019-01-23T12:20:16Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2019-01-23T12:20:16Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.35.0</td>\n",
-       "      <td>64fa05aa1ed8a419db2aa39fbd0c2c64ec59147a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/64fa05aa1ed8a419db2aa39fbd0c2c64ec59147a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/9a56d821cf09fa6acf34ba7fdb5fec294302dc68</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9a56d821cf09fa6acf34ba7fdb5fec294302dc68</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9a56d821cf09fa6acf34ba7fdb5fec294302dc68</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9a56d821cf09fa6acf34ba7fdb5fec294302dc68/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>440678154494d8efd6d3fc4fe1c225b8fab3b25b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/440678154494d8efd6d3fc4fe1c225b8fab3b25b</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/440678154494d8efd6d3fc4fe1c225b8fab3b25b</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>392</th>\n",
-       "      <td>80b19dd75cfc5144df45b7ed9b69ae237895b3ee</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ODBiMTlkZDc1Y2ZjNTE0NGRmNDViN2VkOWI2OWFlMjM3ODk1YjNlZQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2019-01-23T12:22:08Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2019-01-23T12:22:08Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.35.0</td>\n",
-       "      <td>0fa2b1f3cccceb6028aa2151c27b83be3151dd98</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/0fa2b1f3cccceb6028aa2151c27b83be3151dd98</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/80b19dd75cfc5144df45b7ed9b69ae237895b3ee</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/80b19dd75cfc5144df45b7ed9b69ae237895b3ee</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/80b19dd75cfc5144df45b7ed9b69ae237895b3ee</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/80b19dd75cfc5144df45b7ed9b69ae237895b3ee/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>9a56d821cf09fa6acf34ba7fdb5fec294302dc68</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9a56d821cf09fa6acf34ba7fdb5fec294302dc68</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9a56d821cf09fa6acf34ba7fdb5fec294302dc68</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>393</th>\n",
-       "      <td>58d5dbb01d59bb01bf52a54ee916de0502e3795e</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NThkNWRiYjAxZDU5YmIwMWJmNTJhNTRlZTkxNmRlMDUwMmUzNzk1ZQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2019-01-23T12:24:28Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2019-01-23T12:24:28Z</td>\n",
-       "      <td>Delete Alignments_Rel_3340.zip</td>\n",
-       "      <td>b0a5e25c1afedf0e85b0d8ca5309cb9198f0b5e7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/b0a5e25c1afedf0e85b0d8ca5309cb9198f0b5e7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/58d5dbb01d59bb01bf52a54ee916de0502e3795e</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcSFz8CRBK7hj4Ov3rIwAAdHIIAEfDChDTrA6LKpL3st39nyfh\\n5eRowJyRU8hVo/har8KmuCseInzog7xo5G3qOqPkc3L7fb5WNRKhtjaWfY7uKvB1\\n1BFutDSaP+cfEfEVHO1k16KUO4cmLVkvxL04awRuZ3++F1EUWrkBXJVDMKKpjfD1\\n6AuyCpCDQD9tVPMGBlKbSZ9e3Yu+nCsMQcTUdA34bKJioHYEeGetdzV8ZTa5nuF6\\nPzforNolj5RAO6ZOtEhtsPf4DMtF3CxtCB6oFAIStQJXNOcYuy93KXYHTI5uD2rI\\nxpzsRuNu1GyomMFPHKXISpn3BiZzGsSCKF6YCrM+dt8+ZoaMuIcYaGYiE2hnI4U=\\n=ZVBL\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree b0a5e25c1afedf0e85b0d8ca5309cb9198f0b5e7\\nparent 80b19dd75cfc5144df45b7ed9b69ae237895b3ee\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1548246268 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1548246268 +0000\\n\\nDelete Alignments_Rel_3340.zip</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/58d5dbb01d59bb01bf52a54ee916de0502e3795e</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/58d5dbb01d59bb01bf52a54ee916de0502e3795e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/58d5dbb01d59bb01bf52a54ee916de0502e3795e/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>80b19dd75cfc5144df45b7ed9b69ae237895b3ee</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/80b19dd75cfc5144df45b7ed9b69ae237895b3ee</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/80b19dd75cfc5144df45b7ed9b69ae237895b3ee</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>394</th>\n",
-       "      <td>bc5afbccfcab83e753302e06c9f4c9c232992646</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YmM1YWZiY2NmY2FiODNlNzUzMzAyZTA2YzlmNGM5YzIzMjk5MjY0Ng==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2019-01-23T12:32:29Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2019-01-23T12:32:29Z</td>\n",
-       "      <td>Update README.md</td>\n",
-       "      <td>7a04111a4d6f1fd2b78eaacdbf0a4e17ad7af29c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/7a04111a4d6f1fd2b78eaacdbf0a4e17ad7af29c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/bc5afbccfcab83e753302e06c9f4c9c232992646</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcSF7eCRBK7hj4Ov3rIwAAdHIIAA1Hr3VaWhcRRBiLv0PGGUGc\\nWbuuWNj+j4XkGeY3adxVmGTVQK9FNGdmlBUEmsbJCGNjH5OLug7K+48QpUr/Zri7\\nA2EZF7sTmQvbkXQQjtJwq7ta+SHoYeluGrwPtaUs6A14e/z5Z042oG24P/6326sI\\nyJQAPZvWNstJC2DuRgkAk7/Bw32DCBLj5nFbTdr5aemHVtv983JzylKKmRm0qlEe\\nKsEuBK/Ny9PadvDFHjpx6nrDSNuZHWTNyy0vi8fDwuXEk7hogY4pNGg90qzDpIo0\\nkbfc4uNw1KAnLlQvNZi2UekUz5cI3FtPvLk+BFFQRSjL7cPLlfiCRde5OhyyHgQ=\\n=fzVD\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree 7a04111a4d6f1fd2b78eaacdbf0a4e17ad7af29c\\nparent 58d5dbb01d59bb01bf52a54ee916de0502e3795e\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1548246749 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1548246749 +0000\\n\\nUpdate README.md</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bc5afbccfcab83e753302e06c9f4c9c232992646</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/bc5afbccfcab83e753302e06c9f4c9c232992646</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bc5afbccfcab83e753302e06c9f4c9c232992646/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>58d5dbb01d59bb01bf52a54ee916de0502e3795e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/58d5dbb01d59bb01bf52a54ee916de0502e3795e</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/58d5dbb01d59bb01bf52a54ee916de0502e3795e</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>395</th>\n",
-       "      <td>2841da4de8bad88fdcff4f711d188eca731320e4</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Mjg0MWRhNGRlOGJhZDg4ZmRjZmY0ZjcxMWQxODhlY2E3MzEzMjBlNA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2019-01-23T12:33:52Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2019-01-23T12:33:52Z</td>\n",
-       "      <td>Update README.md</td>\n",
-       "      <td>c866b1ade1df61f15c70cc2f1d715e67a107062b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/c866b1ade1df61f15c70cc2f1d715e67a107062b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/2841da4de8bad88fdcff4f711d188eca731320e4</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcSF8wCRBK7hj4Ov3rIwAAdHIIACUWWKfPJQVWnS3bQ9ROSkAo\\nwgkmWT6C2FORmnAEqtbxvSX4Wpu2uMQNyb7HujijoUT083oYbegsR/NHbGeBxqdP\\ndbKqbgox09qSe6A+WWml18IWxJCJhjqpPTl/WrjJYi1g/Q39TxPJdvFOTbfSIW3V\\nV0bxA6ZAEzGbNmEe1IcPmg9BmlQ53+n926V/KlTZbmfXCGYhEdhQYrxBtrc7F5OO\\n7dV0Mj6+EGQRah9Lrv0lr3J+2FXWCaMJY/1PEk9IYvvOZ2kc4DdvZys2ULJkRiac\\n9aasq0Pz63i1Z4bA0UtEUSUXj7m+byceTlVm64ijh9gX8un2XGnmS66rkRHv8i8=\\n=LwYh\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree c866b1ade1df61f15c70cc2f1d715e67a107062b\\nparent bc5afbccfcab83e753302e06c9f4c9c232992646\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1548246832 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1548246832 +0000\\n\\nUpdate README.md</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2841da4de8bad88fdcff4f711d188eca731320e4</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2841da4de8bad88fdcff4f711d188eca731320e4</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2841da4de8bad88fdcff4f711d188eca731320e4/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>bc5afbccfcab83e753302e06c9f4c9c232992646</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bc5afbccfcab83e753302e06c9f4c9c232992646</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/bc5afbccfcab83e753302e06c9f4c9c232992646</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>396</th>\n",
-       "      <td>99547568f22e486a758db0df41c27bd7a0a4abe0</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OTk1NDc1NjhmMjJlNDg2YTc1OGRiMGRmNDFjMjdiZDdhMGE0YWJlMA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2019-01-23T12:35:16Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2019-01-23T12:35:16Z</td>\n",
-       "      <td>Merge pull request #167 from ANHIG/3350\\n\\n3350</td>\n",
-       "      <td>c866b1ade1df61f15c70cc2f1d715e67a107062b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/c866b1ade1df61f15c70cc2f1d715e67a107062b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/99547568f22e486a758db0df41c27bd7a0a4abe0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
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-       "      <td>tree c866b1ade1df61f15c70cc2f1d715e67a107062b\\nparent 440678154494d8efd6d3fc4fe1c225b8fab3b25b\\nparent 2841da4de8bad88fdcff4f711d188eca731320e4\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1548246916 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1548246916 +0000\\n\\nMerge pull request #167 from ANHIG/3350\\n\\n3350</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/99547568f22e486a758db0df41c27bd7a0a4abe0</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/99547568f22e486a758db0df41c27bd7a0a4abe0</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
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-       "      <td>https://api.github.com/users/web-flow</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>440678154494d8efd6d3fc4fe1c225b8fab3b25b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/440678154494d8efd6d3fc4fe1c225b8fab3b25b</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/440678154494d8efd6d3fc4fe1c225b8fab3b25b</td>\n",
-       "      <td>2841da4de8bad88fdcff4f711d188eca731320e4</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2841da4de8bad88fdcff4f711d188eca731320e4</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2841da4de8bad88fdcff4f711d188eca731320e4</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>397</th>\n",
-       "      <td>cd579d7ed59cc01e5b1d5230543b552e1afe55ce</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Y2Q1NzlkN2VkNTljYzAxZTViMWQ1MjMwNTQzYjU1MmUxYWZlNTVjZQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2019-01-23T16:43:09Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2019-01-23T16:43:09Z</td>\n",
-       "      <td>Update README.md</td>\n",
-       "      <td>db982c3210a8b9dc2d31a5bccfdd2d7aced5f686</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/db982c3210a8b9dc2d31a5bccfdd2d7aced5f686</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/cd579d7ed59cc01e5b1d5230543b552e1afe55ce</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
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-       "      <td>tree db982c3210a8b9dc2d31a5bccfdd2d7aced5f686\\nparent 99547568f22e486a758db0df41c27bd7a0a4abe0\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1548261789 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1548261789 +0000\\n\\nUpdate README.md</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cd579d7ed59cc01e5b1d5230543b552e1afe55ce</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cd579d7ed59cc01e5b1d5230543b552e1afe55ce</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>99547568f22e486a758db0df41c27bd7a0a4abe0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/99547568f22e486a758db0df41c27bd7a0a4abe0</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/99547568f22e486a758db0df41c27bd7a0a4abe0</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>398</th>\n",
-       "      <td>472b541958e2f8755dd72bf8601404c3fb035115</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NDcyYjU0MTk1OGUyZjg3NTVkZDcyYmY4NjAxNDA0YzNmYjAzNTExNQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2019-01-24T10:13:04Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2019-01-24T10:13:04Z</td>\n",
-       "      <td>Update README.md</td>\n",
-       "      <td>75b1a782874208273856adff1f782d13d4acef8c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/75b1a782874208273856adff1f782d13d4acef8c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/472b541958e2f8755dd72bf8601404c3fb035115</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcSY+wCRBK7hj4Ov3rIwAAdHIIAET6Rj1P872YhDWZuR40rDau\\n3TPVKdlmh2vT33SXo/4LoEUyW/ScEyJ3nOcyzscB6bdgiQaB35dFgL9mMUbpBLY1\\nN71rpkroWVbwY6TnO3BroPQMFVt9sSi8BDsRoHNp806irsCn0qbc20Hcd4YZUJVr\\nxE9ZZwhWMVVCbFllXA8WZqWmPhAgZ9T+S0003XisTxQjUAsv2C66taSUNMbzNwfM\\nlPLG+qteVvAHTmRlRtNLFHS5ldDVwY01G562Yql1torKPYRZmDEzHfOFgUZbSyvV\\noo3p9X+0Q+revRu0h3ljN0Bd3/Yvii+msNqRO6C6dEQdgyXuUq6UPJx7J6SPMgw=\\n=rSPA\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree 75b1a782874208273856adff1f782d13d4acef8c\\nparent cd579d7ed59cc01e5b1d5230543b552e1afe55ce\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1548324784 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1548324784 +0000\\n\\nUpdate README.md</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/472b541958e2f8755dd72bf8601404c3fb035115</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/472b541958e2f8755dd72bf8601404c3fb035115</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/472b541958e2f8755dd72bf8601404c3fb035115/comments</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>cd579d7ed59cc01e5b1d5230543b552e1afe55ce</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cd579d7ed59cc01e5b1d5230543b552e1afe55ce</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cd579d7ed59cc01e5b1d5230543b552e1afe55ce</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>399</th>\n",
-       "      <td>b242db2010c8b5ed5f22ba89c3132da225fc5fa2</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YjI0MmRiMjAxMGM4YjVlZDVmMjJiYTg5YzMxMzJkYTIyNWZjNWZhMg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2019-01-24T10:13:21Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2019-01-24T10:13:21Z</td>\n",
-       "      <td>Update README.md</td>\n",
-       "      <td>54e46cb91a8843722fd011c1a389b76fab41894d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/54e46cb91a8843722fd011c1a389b76fab41894d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/b242db2010c8b5ed5f22ba89c3132da225fc5fa2</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
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-       "      <td>tree 54e46cb91a8843722fd011c1a389b76fab41894d\\nparent 472b541958e2f8755dd72bf8601404c3fb035115\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1548324801 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1548324801 +0000\\n\\nUpdate README.md</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b242db2010c8b5ed5f22ba89c3132da225fc5fa2</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b242db2010c8b5ed5f22ba89c3132da225fc5fa2</td>\n",
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-       "      <td>jrob119</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>472b541958e2f8755dd72bf8601404c3fb035115</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/472b541958e2f8755dd72bf8601404c3fb035115</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/472b541958e2f8755dd72bf8601404c3fb035115</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>400</th>\n",
-       "      <td>25e45be1413ac507192852914d3aeb808834c08d</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MjVlNDViZTE0MTNhYzUwNzE5Mjg1MjkxNGQzYWViODA4ODM0YzA4ZA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2019-01-24T11:12:04Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2019-01-24T11:12:04Z</td>\n",
-       "      <td>Create temp</td>\n",
-       "      <td>94b0f747fe17635551fc419947b2ada0dacec9e9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/94b0f747fe17635551fc419947b2ada0dacec9e9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/25e45be1413ac507192852914d3aeb808834c08d</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcSZ2ECRBK7hj4Ov3rIwAAdHIIAAr2On5PPUEoZUv6pyPobBvs\\nOx83Jyv+2MVzovilOvCPngOsemscg+hE18zV7sdR/JSXDWSgtFmgEzhMMZakwEjY\\nenXjOJXSwCrInyTZHuLdT8tR11N/5bMw4+YlUOPWOJ7pSwpb1QcRbYb6lGOycfNA\\nVrJvtM+2N/ErrChRTHNC4TVP06Ss9n1mw7HTLF7Z1RzjQ6f3f6lzLHGp1pESBwQo\\nFfOaLTkRetVLmLsKU+J9s+Uca+7wUMMFHv3t4A7p7bn8QkBKQ+ynFKfa49Kb46/a\\n4pw7MmOhSwAYgPx05p/ADnfX8RIXsv0VnV+lITHUvl1LvLcSMmz49zamDEqxJc0=\\n=DkyR\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree 94b0f747fe17635551fc419947b2ada0dacec9e9\\nparent b242db2010c8b5ed5f22ba89c3132da225fc5fa2\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1548328324 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1548328324 +0000\\n\\nCreate temp</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/25e45be1413ac507192852914d3aeb808834c08d</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/25e45be1413ac507192852914d3aeb808834c08d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/25e45be1413ac507192852914d3aeb808834c08d/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>b242db2010c8b5ed5f22ba89c3132da225fc5fa2</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b242db2010c8b5ed5f22ba89c3132da225fc5fa2</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b242db2010c8b5ed5f22ba89c3132da225fc5fa2</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>401</th>\n",
-       "      <td>f4cee99def7786ecdc76093de36441a22e1d2744</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZjRjZWU5OWRlZjc3ODZlY2RjNzYwOTNkZTM2NDQxYTIyZTFkMjc0NA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2019-01-24T11:12:59Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2019-01-24T11:12:59Z</td>\n",
-       "      <td>Delete temp</td>\n",
-       "      <td>54e46cb91a8843722fd011c1a389b76fab41894d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/54e46cb91a8843722fd011c1a389b76fab41894d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/f4cee99def7786ecdc76093de36441a22e1d2744</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcSZ27CRBK7hj4Ov3rIwAAdHIIAFpzfmLgU3Wjwxso06uFg1HV\\n46sCVc6vOksUqBTodVESF8uqbjEYthY04m2L2DN55YRiG1AEPVqAHa9GEXs0/ukS\\n9CbmRF/o0EEj7S3JZgnnvW2aM/5nVB6IIL2Z9n7rjXmNMMvLcz3IEbcnVLgdWBp4\\nhw1T0oeYoyxN58QDc6/7/qAwp+6pouEjSVphgoD6/0WWj7umMGh2FaIT65nK1Gbk\\nup8tw9AeWTu9jBfO5+pt1/8U6EdLOz0lTK8fVkeFzA7kt7nsu8Ap6bV9mpkJO7Ta\\n/03BLICdSQZassWkUxQyNnmkIqa8kSUeyNb6Q2mzPbj0RD3U5/GTb+JpyP9qKWo=\\n=o8k6\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree 54e46cb91a8843722fd011c1a389b76fab41894d\\nparent 25e45be1413ac507192852914d3aeb808834c08d\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1548328379 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1548328379 +0000\\n\\nDelete temp</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f4cee99def7786ecdc76093de36441a22e1d2744</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f4cee99def7786ecdc76093de36441a22e1d2744</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f4cee99def7786ecdc76093de36441a22e1d2744/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>25e45be1413ac507192852914d3aeb808834c08d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/25e45be1413ac507192852914d3aeb808834c08d</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/25e45be1413ac507192852914d3aeb808834c08d</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>402</th>\n",
-       "      <td>c475baba75906c3d0b59cd0a460e646cd0d6f694</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YzQ3NWJhYmE3NTkwNmMzZDBiNTljZDBhNDYwZTY0NmNkMGQ2ZjY5NA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2019-01-24T12:22:46Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2019-01-24T12:22:46Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.35.0</td>\n",
-       "      <td>4879b3c95641972dfe41730ccbd1952049fac1c4</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/4879b3c95641972dfe41730ccbd1952049fac1c4</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/c475baba75906c3d0b59cd0a460e646cd0d6f694</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c475baba75906c3d0b59cd0a460e646cd0d6f694</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c475baba75906c3d0b59cd0a460e646cd0d6f694</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c475baba75906c3d0b59cd0a460e646cd0d6f694/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>80b19dd75cfc5144df45b7ed9b69ae237895b3ee</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/80b19dd75cfc5144df45b7ed9b69ae237895b3ee</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/80b19dd75cfc5144df45b7ed9b69ae237895b3ee</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>403</th>\n",
-       "      <td>1647233ff5acfd74579e079bcc0bd33aa67d0344</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MTY0NzIzM2ZmNWFjZmQ3NDU3OWUwNzliY2MwYmQzM2FhNjdkMDM0NA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2019-01-24T12:23:21Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2019-01-24T12:23:21Z</td>\n",
-       "      <td>Merge branch '3350' of https://github.com/ANHIG/IMGTHLA into 3350</td>\n",
-       "      <td>bed4b97da59c13582c6ae742d8d2c09ea0897ea2</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/bed4b97da59c13582c6ae742d8d2c09ea0897ea2</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/1647233ff5acfd74579e079bcc0bd33aa67d0344</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1647233ff5acfd74579e079bcc0bd33aa67d0344</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1647233ff5acfd74579e079bcc0bd33aa67d0344</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1647233ff5acfd74579e079bcc0bd33aa67d0344/comments</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>c475baba75906c3d0b59cd0a460e646cd0d6f694</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c475baba75906c3d0b59cd0a460e646cd0d6f694</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c475baba75906c3d0b59cd0a460e646cd0d6f694</td>\n",
-       "      <td>2841da4de8bad88fdcff4f711d188eca731320e4</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2841da4de8bad88fdcff4f711d188eca731320e4</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2841da4de8bad88fdcff4f711d188eca731320e4</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>404</th>\n",
-       "      <td>283c47387dbc9ef10de816a5a7069edc194ec215</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MjgzYzQ3Mzg3ZGJjOWVmMTBkZTgxNmE1YTcwNjllZGMxOTRlYzIxNQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2019-01-24T12:27:42Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2019-01-24T12:27:42Z</td>\n",
-       "      <td>Merge pull request #168 from ANHIG/3350\\n\\n3350</td>\n",
-       "      <td>3b2f589d480765e4ec373adc7a04720336084c62</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/3b2f589d480765e4ec373adc7a04720336084c62</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/283c47387dbc9ef10de816a5a7069edc194ec215</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
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-       "      <td>tree 3b2f589d480765e4ec373adc7a04720336084c62\\nparent f4cee99def7786ecdc76093de36441a22e1d2744\\nparent 1647233ff5acfd74579e079bcc0bd33aa67d0344\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1548332862 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1548332862 +0000\\n\\nMerge pull request #168 from ANHIG/3350\\n\\n3350</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/283c47387dbc9ef10de816a5a7069edc194ec215</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/283c47387dbc9ef10de816a5a7069edc194ec215</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/283c47387dbc9ef10de816a5a7069edc194ec215/comments</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
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-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
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-       "      <td></td>\n",
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-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>f4cee99def7786ecdc76093de36441a22e1d2744</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f4cee99def7786ecdc76093de36441a22e1d2744</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f4cee99def7786ecdc76093de36441a22e1d2744</td>\n",
-       "      <td>1647233ff5acfd74579e079bcc0bd33aa67d0344</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1647233ff5acfd74579e079bcc0bd33aa67d0344</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1647233ff5acfd74579e079bcc0bd33aa67d0344</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>405</th>\n",
-       "      <td>86598fb3a4a8f0e99dcacadd9dab1ef25fec23ba</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ODY1OThmYjNhNGE4ZjBlOTlkY2FjYWRkOWRhYjFlZjI1ZmVjMjNiYQ==</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
-       "      <td>2019-01-28T09:54:30Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2019-01-28T09:54:30Z</td>\n",
-       "      <td>Correction of C*03:99:02 name change to C*01:15</td>\n",
-       "      <td>5c53f566af1f04d633119f18f6d9255e7f1567a5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/5c53f566af1f04d633119f18f6d9255e7f1567a5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/86598fb3a4a8f0e99dcacadd9dab1ef25fec23ba</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
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-       "      <td>tree 5c53f566af1f04d633119f18f6d9255e7f1567a5\\nparent 283c47387dbc9ef10de816a5a7069edc194ec215\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1548669270 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1548669270 +0000\\n\\nCorrection of C*03:99:02 name change to C*01:15</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/86598fb3a4a8f0e99dcacadd9dab1ef25fec23ba</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/86598fb3a4a8f0e99dcacadd9dab1ef25fec23ba</td>\n",
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-       "      <td>dominicbarkerAN</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
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-       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
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-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>283c47387dbc9ef10de816a5a7069edc194ec215</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/283c47387dbc9ef10de816a5a7069edc194ec215</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/283c47387dbc9ef10de816a5a7069edc194ec215</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>406</th>\n",
-       "      <td>62034dec31973902cdbad9dde49d215016520b5e</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NjIwMzRkZWMzMTk3MzkwMmNkYmFkOWRkZTQ5ZDIxNTAxNjUyMGI1ZQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2019-01-29T16:54:18Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2019-01-29T16:54:18Z</td>\n",
-       "      <td>Correction to hla_nom.txt</td>\n",
-       "      <td>d7ebc6abdfbfffc582815476e05e27e1bc9b45e0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/d7ebc6abdfbfffc582815476e05e27e1bc9b45e0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/62034dec31973902cdbad9dde49d215016520b5e</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/62034dec31973902cdbad9dde49d215016520b5e</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/62034dec31973902cdbad9dde49d215016520b5e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/62034dec31973902cdbad9dde49d215016520b5e/comments</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>1647233ff5acfd74579e079bcc0bd33aa67d0344</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1647233ff5acfd74579e079bcc0bd33aa67d0344</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1647233ff5acfd74579e079bcc0bd33aa67d0344</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>407</th>\n",
-       "      <td>182b469d47d2debc7353517cb7a3b7c92f9f4176</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MTgyYjQ2OWQ0N2QyZGViYzczNTM1MTdjYjdhM2I3YzkyZjlmNDE3Ng==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2019-01-29T17:20:59Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2019-01-29T17:20:59Z</td>\n",
-       "      <td>Delete hla_nom.txt</td>\n",
-       "      <td>d9a21bf4be7494cb9fe2463f5c6a07231857ee74</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/d9a21bf4be7494cb9fe2463f5c6a07231857ee74</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/182b469d47d2debc7353517cb7a3b7c92f9f4176</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcUIt7CRBK7hj4Ov3rIwAAdHIIAHV0K3Y5UaEKNFZzv47j5gTx\\nDXlfZxNE7IjpnL+qXXPwMKNOFR6aMWTZkih6N86D9B6L0aBynaJR9+D8BEIdUJDm\\nzzl446mUYDo2+10mfi0M3cDaKZvsF86XpvDVDJL+U2zChYxhu79YZXcgCJzTyG3H\\nn3bwx1ln0s8ILHcVPmSq7u1iCit4zfNqYRD4T6om69epxGIzJbvoZUw5rWkoLcP7\\nwPNq9vdmvhTyrevEQATzMqpQfQ1WT5bWOCQJB+5LrLazqAkzU+gGPm8VSDbzWPHn\\nesCAV34gGTe3n6Q+ibsheDPGibbbq1u4X1YIyJyu6WjKR7Z3AP25FcgkB3eaFs8=\\n=XBcM\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree d9a21bf4be7494cb9fe2463f5c6a07231857ee74\\nparent 86598fb3a4a8f0e99dcacadd9dab1ef25fec23ba\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1548782459 -0800\\ncommitter GitHub &lt;noreply@github.com&gt; 1548782459 -0800\\n\\nDelete hla_nom.txt</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/182b469d47d2debc7353517cb7a3b7c92f9f4176</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/182b469d47d2debc7353517cb7a3b7c92f9f4176</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/182b469d47d2debc7353517cb7a3b7c92f9f4176/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>86598fb3a4a8f0e99dcacadd9dab1ef25fec23ba</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/86598fb3a4a8f0e99dcacadd9dab1ef25fec23ba</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/86598fb3a4a8f0e99dcacadd9dab1ef25fec23ba</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>408</th>\n",
-       "      <td>252d7c5dc9d2f7671447fd11fe6bb004c438f34b</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MjUyZDdjNWRjOWQyZjc2NzE0NDdmZDExZmU2YmIwMDRjNDM4ZjM0Yg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2019-01-29T17:38:58Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2019-01-29T17:38:58Z</td>\n",
-       "      <td>Merge branch '3350' into Latest</td>\n",
-       "      <td>2ca178f4b19912ba343e8f1f6986e579195dc58c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/2ca178f4b19912ba343e8f1f6986e579195dc58c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/252d7c5dc9d2f7671447fd11fe6bb004c438f34b</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/252d7c5dc9d2f7671447fd11fe6bb004c438f34b</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/252d7c5dc9d2f7671447fd11fe6bb004c438f34b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/252d7c5dc9d2f7671447fd11fe6bb004c438f34b/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>182b469d47d2debc7353517cb7a3b7c92f9f4176</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/182b469d47d2debc7353517cb7a3b7c92f9f4176</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/182b469d47d2debc7353517cb7a3b7c92f9f4176</td>\n",
-       "      <td>62034dec31973902cdbad9dde49d215016520b5e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/62034dec31973902cdbad9dde49d215016520b5e</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/62034dec31973902cdbad9dde49d215016520b5e</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>409</th>\n",
-       "      <td>154bc94f928f5e4c20ddb9dff112de36b4f2086a</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MTU0YmM5NGY5MjhmNWU0YzIwZGRiOWRmZjExMmRlMzZiNGYyMDg2YQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2019-04-17T08:57:40Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2019-04-17T08:57:40Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.36.0</td>\n",
-       "      <td>0168b4764ed65d9ce5163672a8afa9dbd7edcbc3</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/0168b4764ed65d9ce5163672a8afa9dbd7edcbc3</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/154bc94f928f5e4c20ddb9dff112de36b4f2086a</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/154bc94f928f5e4c20ddb9dff112de36b4f2086a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/154bc94f928f5e4c20ddb9dff112de36b4f2086a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/154bc94f928f5e4c20ddb9dff112de36b4f2086a/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>252d7c5dc9d2f7671447fd11fe6bb004c438f34b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/252d7c5dc9d2f7671447fd11fe6bb004c438f34b</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/252d7c5dc9d2f7671447fd11fe6bb004c438f34b</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>410</th>\n",
-       "      <td>af857a504106434a753ecd541f7b0bb5d07970aa</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YWY4NTdhNTA0MTA2NDM0YTc1M2VjZDU0MWY3YjBiYjVkMDc5NzBhYQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2019-04-17T09:00:15Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2019-04-17T09:00:15Z</td>\n",
-       "      <td>Update README.md</td>\n",
-       "      <td>4bb0336ea0cb03bd6de0e4361027daddcfbc4068</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/4bb0336ea0cb03bd6de0e4361027daddcfbc4068</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/af857a504106434a753ecd541f7b0bb5d07970aa</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJctusfCRBK7hj4Ov3rIwAAdHIIAA8QbmdxF9ewH/ZYTpaw33jb\\nPAlbOWq2eGV0rr/JzM6tNK1dNT1Rhr8snLr5LTqd3OZQHL3b6CX7auTFdvlZWkch\\nWLpdEIwkshdru6pkFnKABYFb1h2pR/HKdSg4Z4h6+6uutbq3C4Bqh63frgXx0tTV\\n3wwBzPIWRDixvI4KQO3YN1VlgowJiUmd9tQawKOy5wsSECckiX11CluAuyX1zyeb\\nDSmX1e8Bnh1bCrFkq7BZE/jemgTOC9PYeaCC+0rH34MIOBh+A/5c9p5fd176GIU8\\nIDoBNau5fqOjzkrjvwUEurLTt9GaJcNs+k6YOWekCRokoxR8G3NNs1sHinMqVjw=\\n=C9qa\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree 4bb0336ea0cb03bd6de0e4361027daddcfbc4068\\nparent 154bc94f928f5e4c20ddb9dff112de36b4f2086a\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1555491615 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1555491615 +0100\\n\\nUpdate README.md</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/af857a504106434a753ecd541f7b0bb5d07970aa</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/af857a504106434a753ecd541f7b0bb5d07970aa</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/af857a504106434a753ecd541f7b0bb5d07970aa/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>154bc94f928f5e4c20ddb9dff112de36b4f2086a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/154bc94f928f5e4c20ddb9dff112de36b4f2086a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/154bc94f928f5e4c20ddb9dff112de36b4f2086a</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>411</th>\n",
-       "      <td>5298cb37ddccb57dc9f47dd730daa8e021ce6ede</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NTI5OGNiMzdkZGNjYjU3ZGM5ZjQ3ZGQ3MzBkYWE4ZTAyMWNlNmVkZQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2019-04-17T09:01:16Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2019-04-17T09:01:16Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.36.0</td>\n",
-       "      <td>6d639f5c12ef71933d30156475d8f8cae5fe3aa0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/6d639f5c12ef71933d30156475d8f8cae5fe3aa0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/5298cb37ddccb57dc9f47dd730daa8e021ce6ede</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5298cb37ddccb57dc9f47dd730daa8e021ce6ede</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5298cb37ddccb57dc9f47dd730daa8e021ce6ede</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5298cb37ddccb57dc9f47dd730daa8e021ce6ede/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>af857a504106434a753ecd541f7b0bb5d07970aa</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/af857a504106434a753ecd541f7b0bb5d07970aa</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/af857a504106434a753ecd541f7b0bb5d07970aa</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>412</th>\n",
-       "      <td>fd64197a3eb6ca7b68b8ff47b489858efa673909</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZmQ2NDE5N2EzZWI2Y2E3YjY4YjhmZjQ3YjQ4OTg1OGVmYTY3MzkwOQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2019-04-17T09:01:53Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2019-04-17T09:01:53Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.36.0</td>\n",
-       "      <td>f24600f23ce3feb6bbde039c0750589d5596dc90</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/f24600f23ce3feb6bbde039c0750589d5596dc90</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/fd64197a3eb6ca7b68b8ff47b489858efa673909</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fd64197a3eb6ca7b68b8ff47b489858efa673909</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/fd64197a3eb6ca7b68b8ff47b489858efa673909</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fd64197a3eb6ca7b68b8ff47b489858efa673909/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>5298cb37ddccb57dc9f47dd730daa8e021ce6ede</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5298cb37ddccb57dc9f47dd730daa8e021ce6ede</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5298cb37ddccb57dc9f47dd730daa8e021ce6ede</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>413</th>\n",
-       "      <td>0fa0767f806b67ec842f6eda423931038c74456d</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MGZhMDc2N2Y4MDZiNjdlYzg0MmY2ZWRhNDIzOTMxMDM4Yzc0NDU2ZA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2019-04-17T09:03:09Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2019-04-17T09:03:09Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.36.0</td>\n",
-       "      <td>95a48b64e4cba56d23553207b6dacbd1278dc699</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/95a48b64e4cba56d23553207b6dacbd1278dc699</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/0fa0767f806b67ec842f6eda423931038c74456d</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0fa0767f806b67ec842f6eda423931038c74456d</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0fa0767f806b67ec842f6eda423931038c74456d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0fa0767f806b67ec842f6eda423931038c74456d/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>fd64197a3eb6ca7b68b8ff47b489858efa673909</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fd64197a3eb6ca7b68b8ff47b489858efa673909</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/fd64197a3eb6ca7b68b8ff47b489858efa673909</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>414</th>\n",
-       "      <td>10ff0031128024299158c2873e6f4f19bdfce9fa</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MTBmZjAwMzExMjgwMjQyOTkxNThjMjg3M2U2ZjRmMTliZGZjZTlmYQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2019-04-17T09:05:13Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2019-04-17T09:05:13Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.36.0</td>\n",
-       "      <td>d101e23b3968a3c570b44252a14384e8674bc65e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/d101e23b3968a3c570b44252a14384e8674bc65e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/10ff0031128024299158c2873e6f4f19bdfce9fa</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/10ff0031128024299158c2873e6f4f19bdfce9fa</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/10ff0031128024299158c2873e6f4f19bdfce9fa</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/10ff0031128024299158c2873e6f4f19bdfce9fa/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>0fa0767f806b67ec842f6eda423931038c74456d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0fa0767f806b67ec842f6eda423931038c74456d</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0fa0767f806b67ec842f6eda423931038c74456d</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>415</th>\n",
-       "      <td>1b9b17a14e9c070b64b9d55b288b68745fa3a49c</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MWI5YjE3YTE0ZTljMDcwYjY0YjlkNTViMjg4YjY4NzQ1ZmEzYTQ5Yw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2019-04-17T09:07:45Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2019-04-17T09:07:45Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.36.0</td>\n",
-       "      <td>6e902e36393bf8f115ce21bf468e3e2f17ef7c4c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/6e902e36393bf8f115ce21bf468e3e2f17ef7c4c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/1b9b17a14e9c070b64b9d55b288b68745fa3a49c</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1b9b17a14e9c070b64b9d55b288b68745fa3a49c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1b9b17a14e9c070b64b9d55b288b68745fa3a49c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1b9b17a14e9c070b64b9d55b288b68745fa3a49c/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>10ff0031128024299158c2873e6f4f19bdfce9fa</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/10ff0031128024299158c2873e6f4f19bdfce9fa</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/10ff0031128024299158c2873e6f4f19bdfce9fa</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>416</th>\n",
-       "      <td>bf673b4a4f42415317b116ef71552a75d15974c7</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YmY2NzNiNGE0ZjQyNDE1MzE3YjExNmVmNzE1NTJhNzVkMTU5NzRjNw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2019-04-17T09:09:26Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2019-04-17T09:09:26Z</td>\n",
-       "      <td>Delete .gitattributes</td>\n",
-       "      <td>dbe8b20b4a3439c7a60dd446d212d892b1e82823</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/dbe8b20b4a3439c7a60dd446d212d892b1e82823</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/bf673b4a4f42415317b116ef71552a75d15974c7</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJctu1GCRBK7hj4Ov3rIwAAdHIIAGYBNWQhSCE3ZtYD7cZ2ve+L\\nQFunnqQ2MTEvN8apmcEjCHiWR6kdJDi+WPHzmvp6ekIb8P7+r3FJfTpLNmwdjNCu\\nPio82hpJKQbkVPX+lkf9ziGFYArqSFsH9E4B3OSoZwrz9G5qI79WLrXPzRYLE+fD\\n6Td0hmuiFGEvozuDuxhyOZ7q6OCGauxe6wyFWWp6PxQJ+21bDLAu3Njur2e4rRYQ\\n+K4WL4KA8C9pCpEpgLSra79tvdBDr6/3wrUjqM4owadPwhaI7RcfIo4Qy4kWYx6T\\nRveNaG6WkEX5pXS8/nkkAaoLmJEiQzRkTvEOmMiJT2EqPIQ6G71BQlyxP4Mgztc=\\n=y6HX\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree dbe8b20b4a3439c7a60dd446d212d892b1e82823\\nparent 1b9b17a14e9c070b64b9d55b288b68745fa3a49c\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1555492166 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1555492166 +0100\\n\\nDelete .gitattributes</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bf673b4a4f42415317b116ef71552a75d15974c7</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/bf673b4a4f42415317b116ef71552a75d15974c7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bf673b4a4f42415317b116ef71552a75d15974c7/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>1b9b17a14e9c070b64b9d55b288b68745fa3a49c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1b9b17a14e9c070b64b9d55b288b68745fa3a49c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1b9b17a14e9c070b64b9d55b288b68745fa3a49c</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>417</th>\n",
-       "      <td>4052371f8d68dc662d8c5b07377d9aebcfccc0b9</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NDA1MjM3MWY4ZDY4ZGM2NjJkOGM1YjA3Mzc3ZDlhZWJjZmNjYzBiOQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2019-04-17T09:10:57Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2019-04-17T09:10:57Z</td>\n",
-       "      <td>Merge pull request #174 from ANHIG/3360\\n\\n3360</td>\n",
-       "      <td>dbe8b20b4a3439c7a60dd446d212d892b1e82823</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/dbe8b20b4a3439c7a60dd446d212d892b1e82823</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/4052371f8d68dc662d8c5b07377d9aebcfccc0b9</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJctu2hCRBK7hj4Ov3rIwAAdHIIAILQljZebIO0GVwJ0B1cDqoi\\n3Q8SzPkX1TlRofY0pJ9aZG0SMYBzDb6f0RJZf7c7gaFUA32aiLZ4fjEH+jo5RGZS\\npmUuRFzN7xxCE6unP120OHWGquh9JOzqJgLDhWkVwvLBYndqOBZQ14SVZGAee/h9\\nOQJ+MdO472PzW6dM7CyEJlQ9+xBs6Vf4a/Y+iErJ0VJr4jGbyUfzhRnIypjpM1Sa\\nVmpE7wz200DKA0jQIj1YZPli0oEaOxFB6/7uzybkwQuG/1XSTx67OzLJM7Ej+iwV\\nncCeaRKdhAI3Txh5Ps59alUzj2vXFbIi4MVtKUG+iFICwqZI3mXy0+Q7K8i3q/A=\\n=LcOt\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree dbe8b20b4a3439c7a60dd446d212d892b1e82823\\nparent 252d7c5dc9d2f7671447fd11fe6bb004c438f34b\\nparent bf673b4a4f42415317b116ef71552a75d15974c7\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1555492257 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1555492257 +0100\\n\\nMerge pull request #174 from ANHIG/3360\\n\\n3360</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4052371f8d68dc662d8c5b07377d9aebcfccc0b9</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4052371f8d68dc662d8c5b07377d9aebcfccc0b9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4052371f8d68dc662d8c5b07377d9aebcfccc0b9/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>252d7c5dc9d2f7671447fd11fe6bb004c438f34b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/252d7c5dc9d2f7671447fd11fe6bb004c438f34b</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/252d7c5dc9d2f7671447fd11fe6bb004c438f34b</td>\n",
-       "      <td>bf673b4a4f42415317b116ef71552a75d15974c7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bf673b4a4f42415317b116ef71552a75d15974c7</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/bf673b4a4f42415317b116ef71552a75d15974c7</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>418</th>\n",
-       "      <td>af8f6da4c921a2a5d5d392f550edba5003bcd65a</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YWY4ZjZkYTRjOTIxYTJhNWQ1ZDM5MmY1NTBlZGJhNTAwM2JjZDY1YQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2019-04-17T09:19:50Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2019-04-17T09:19:50Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.36.0</td>\n",
-       "      <td>de7c34b992144cd20fc16554700cdaf75ca3a5d1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/de7c34b992144cd20fc16554700cdaf75ca3a5d1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/af8f6da4c921a2a5d5d392f550edba5003bcd65a</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/af8f6da4c921a2a5d5d392f550edba5003bcd65a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/af8f6da4c921a2a5d5d392f550edba5003bcd65a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/af8f6da4c921a2a5d5d392f550edba5003bcd65a/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>1b9b17a14e9c070b64b9d55b288b68745fa3a49c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1b9b17a14e9c070b64b9d55b288b68745fa3a49c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1b9b17a14e9c070b64b9d55b288b68745fa3a49c</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>419</th>\n",
-       "      <td>ffddb088051b8b0b0de0e9956613e31f88b2fe64</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZmZkZGIwODgwNTFiOGIwYjBkZTBlOTk1NjYxM2UzMWY4OGIyZmU2NA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2019-04-17T09:23:42Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2019-04-17T09:23:42Z</td>\n",
-       "      <td>Delete .gitattributes</td>\n",
-       "      <td>82554eb5c6daa1270a2741ca9a652f8fdac3740d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/82554eb5c6daa1270a2741ca9a652f8fdac3740d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ffddb088051b8b0b0de0e9956613e31f88b2fe64</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJctvCeCRBK7hj4Ov3rIwAAdHIIALMjHlIy0BRqiPFvLN1BKmsg\\nBo9SeyQJlLXAjov+4L2AkL+lgSpA0yD+c88swyA4vZY7A/erfr44Mvqkr3e3XyD0\\n7rtiuXzhKBnsrXcxMLWTJPjJJ+4qqdaOmOvn1I9fpRPHMZghRE+MoEQXXn4e69EO\\n7QQlwdIf95PoGRzPJvaJj+YVuhM8Ggb7g8oy+ntR3sbCjc8R42P56O9IicI4lsFP\\nUvYWOArhR3l0BUfG41SJkaycHRn1M0bCRQwFQDlSujiejIHjFedcRSadudyyjpGV\\nl/stHRSkgKrpFsZeTSnEF47jUveSOVqIb3iIhGGiWT/xIIc7NL+qGLiylfVgrfY=\\n=3WRt\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree 82554eb5c6daa1270a2741ca9a652f8fdac3740d\\nparent af8f6da4c921a2a5d5d392f550edba5003bcd65a\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1555493022 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1555493022 +0100\\n\\nDelete .gitattributes</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ffddb088051b8b0b0de0e9956613e31f88b2fe64</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ffddb088051b8b0b0de0e9956613e31f88b2fe64</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ffddb088051b8b0b0de0e9956613e31f88b2fe64/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>af8f6da4c921a2a5d5d392f550edba5003bcd65a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/af8f6da4c921a2a5d5d392f550edba5003bcd65a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/af8f6da4c921a2a5d5d392f550edba5003bcd65a</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>420</th>\n",
-       "      <td>59c7309f45fd1973beba192c429073b8469b5766</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NTljNzMwOWY0NWZkMTk3M2JlYmExOTJjNDI5MDczYjg0NjliNTc2Ng==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2019-04-17T09:25:25Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2019-04-17T09:25:25Z</td>\n",
-       "      <td>Merge pull request #175 from ANHIG/3360\\n\\n3360</td>\n",
-       "      <td>82554eb5c6daa1270a2741ca9a652f8fdac3740d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/82554eb5c6daa1270a2741ca9a652f8fdac3740d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/59c7309f45fd1973beba192c429073b8469b5766</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJctvEFCRBK7hj4Ov3rIwAAdHIIAJKRvKzbJ6JjetVzTOp6TQ1K\\nsqVs615HJQChbepgGMIb/jLX11TJf3q/smqmmhSzBgaI+RDtN/dGGEQNi7OCP5+I\\nnvxCRtFJVXfBKF/5WCv7/p28CZa1lXDF61K3BgUEEERYCwVefYLH7ewwgFoUzT6r\\nOX6e7fw0YaJdyysRq8uTJ7tpSGi8PhajuzShG+lUeRfpwNOlhz6g2gNFbHO0er0f\\n/qpGoB05BoQlkohK0rzXPf66eLEnXCzNzlxLRR3wrGeQr+Hd+9wg3p+g7uQ7XB+R\\nGpuAgcduxtrUaIXh35DIwSw1MBVxo6xFPoYXThmvP7QWYpyNZfrVrJo2z5i3hOM=\\n=I0Ux\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree 82554eb5c6daa1270a2741ca9a652f8fdac3740d\\nparent 4052371f8d68dc662d8c5b07377d9aebcfccc0b9\\nparent ffddb088051b8b0b0de0e9956613e31f88b2fe64\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1555493125 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1555493125 +0100\\n\\nMerge pull request #175 from ANHIG/3360\\n\\n3360</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/59c7309f45fd1973beba192c429073b8469b5766</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/59c7309f45fd1973beba192c429073b8469b5766</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/59c7309f45fd1973beba192c429073b8469b5766/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>4052371f8d68dc662d8c5b07377d9aebcfccc0b9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4052371f8d68dc662d8c5b07377d9aebcfccc0b9</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4052371f8d68dc662d8c5b07377d9aebcfccc0b9</td>\n",
-       "      <td>ffddb088051b8b0b0de0e9956613e31f88b2fe64</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ffddb088051b8b0b0de0e9956613e31f88b2fe64</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ffddb088051b8b0b0de0e9956613e31f88b2fe64</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>421</th>\n",
-       "      <td>61daadbf669adf36fe353b4d6487acae57268715</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NjFkYWFkYmY2NjlhZGYzNmZlMzUzYjRkNjQ4N2FjYWU1NzI2ODcxNQ==</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2019-04-18T08:32:24Z</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2019-04-18T08:32:24Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.36.0</td>\n",
-       "      <td>db74e17c38212ed4c756c2907397e2e9be4bd203</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/db74e17c38212ed4c756c2907397e2e9be4bd203</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/61daadbf669adf36fe353b4d6487acae57268715</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/61daadbf669adf36fe353b4d6487acae57268715</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/61daadbf669adf36fe353b4d6487acae57268715</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/61daadbf669adf36fe353b4d6487acae57268715/comments</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778.0</td>\n",
-       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778.0</td>\n",
-       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>ffddb088051b8b0b0de0e9956613e31f88b2fe64</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ffddb088051b8b0b0de0e9956613e31f88b2fe64</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ffddb088051b8b0b0de0e9956613e31f88b2fe64</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>422</th>\n",
-       "      <td>0f20a34eb36af52fd2e5877f0d532a2d7196f3f6</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MGYyMGEzNGViMzZhZjUyZmQyZTU4NzdmMGQ1MzJhMmQ3MTk2ZjNmNg==</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
-       "      <td>2019-04-18T08:33:01Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2019-04-18T08:33:01Z</td>\n",
-       "      <td>Merge pull request #176 from ANHIG/3360\\n\\nIPD-IMGT/HLA Release 3.36.0</td>\n",
-       "      <td>db74e17c38212ed4c756c2907397e2e9be4bd203</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/db74e17c38212ed4c756c2907397e2e9be4bd203</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/0f20a34eb36af52fd2e5877f0d532a2d7196f3f6</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
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-       "      <td>https://github.com/dominicbarkerAN</td>\n",
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-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>59c7309f45fd1973beba192c429073b8469b5766</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/59c7309f45fd1973beba192c429073b8469b5766</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/59c7309f45fd1973beba192c429073b8469b5766</td>\n",
-       "      <td>61daadbf669adf36fe353b4d6487acae57268715</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/61daadbf669adf36fe353b4d6487acae57268715</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/61daadbf669adf36fe353b4d6487acae57268715</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>423</th>\n",
-       "      <td>67ad77c3759b8ce339c7f72e45dc69e112346530</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NjdhZDc3YzM3NTliOGNlMzM5YzdmNzJlNDVkYzY5ZTExMjM0NjUzMA==</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2019-04-18T09:09:56Z</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2019-04-18T09:09:56Z</td>\n",
-       "      <td>Updated protein alignment for MICA*029:02</td>\n",
-       "      <td>9ddd5541827e0ba201af8e3d222ec8dc4001ec38</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/9ddd5541827e0ba201af8e3d222ec8dc4001ec38</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/67ad77c3759b8ce339c7f72e45dc69e112346530</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/67ad77c3759b8ce339c7f72e45dc69e112346530</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/67ad77c3759b8ce339c7f72e45dc69e112346530</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/67ad77c3759b8ce339c7f72e45dc69e112346530/comments</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
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-       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
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-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778.0</td>\n",
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-       "      <td>https://github.com/dominicbarkerAN</td>\n",
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-       "      <td>False</td>\n",
-       "      <td>61daadbf669adf36fe353b4d6487acae57268715</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/61daadbf669adf36fe353b4d6487acae57268715</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/61daadbf669adf36fe353b4d6487acae57268715</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>424</th>\n",
-       "      <td>730872d14dae5650a1cf69e9110d00af523235f4</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NzMwODcyZDE0ZGFlNTY1MGExY2Y2OWU5MTEwZDAwYWY1MjMyMzVmNA==</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
-       "      <td>2019-04-18T09:14:03Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2019-04-18T09:14:03Z</td>\n",
-       "      <td>Merge pull request #177 from ANHIG/3360\\n\\nUpdated protein alignment for MICA*029:02</td>\n",
-       "      <td>9ddd5541827e0ba201af8e3d222ec8dc4001ec38</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/9ddd5541827e0ba201af8e3d222ec8dc4001ec38</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/730872d14dae5650a1cf69e9110d00af523235f4</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
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-       "      <td>tree 9ddd5541827e0ba201af8e3d222ec8dc4001ec38\\nparent 0f20a34eb36af52fd2e5877f0d532a2d7196f3f6\\nparent 67ad77c3759b8ce339c7f72e45dc69e112346530\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1555578843 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1555578843 +0100\\n\\nMerge pull request #177 from ANHIG/3360\\n\\nUpdated protein alignment for MICA*029:02</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/730872d14dae5650a1cf69e9110d00af523235f4</td>\n",
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-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
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-       "      <td>False</td>\n",
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-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>0f20a34eb36af52fd2e5877f0d532a2d7196f3f6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0f20a34eb36af52fd2e5877f0d532a2d7196f3f6</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0f20a34eb36af52fd2e5877f0d532a2d7196f3f6</td>\n",
-       "      <td>67ad77c3759b8ce339c7f72e45dc69e112346530</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/67ad77c3759b8ce339c7f72e45dc69e112346530</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/67ad77c3759b8ce339c7f72e45dc69e112346530</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>425</th>\n",
-       "      <td>6c01806964b5fd841d9e76290bb2b67a9a2014fc</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NmMwMTgwNjk2NGI1ZmQ4NDFkOWU3NjI5MGJiMmI2N2E5YTIwMTRmYw==</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2019-04-23T09:32:15Z</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2019-04-23T09:32:15Z</td>\n",
-       "      <td>Update to C Genomic alignments</td>\n",
-       "      <td>7d9a09fce42bd40cee6569fceb7aed79451bd8cf</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/7d9a09fce42bd40cee6569fceb7aed79451bd8cf</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6c01806964b5fd841d9e76290bb2b67a9a2014fc</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6c01806964b5fd841d9e76290bb2b67a9a2014fc</td>\n",
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-       "      <td>2019-04-23T09:33:22Z</td>\n",
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-       "      <td>2019-05-13T12:51:25Z</td>\n",
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-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6c01806964b5fd841d9e76290bb2b67a9a2014fc</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
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-       "      <td>293b0e1f740595ef2ae765e0f70c64a92c53e054</td>\n",
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-       "      <td>2019-05-13T12:52:43Z</td>\n",
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-       "      <td>2019-05-13T12:52:43Z</td>\n",
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-       "      <td>NaN</td>\n",
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-       "      <td>Dominic Barker</td>\n",
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-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2019-06-06T15:14:20Z</td>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>430</th>\n",
-       "      <td>d557b80c2db149dc50e2163abe30635c32faa971</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZDU1N2I4MGMyZGIxNDlkYzUwZTIxNjNhYmUzMDYzNWMzMmZhYTk3MQ==</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
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-       "      <td>2019-06-06T15:15:05Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2019-06-06T15:15:05Z</td>\n",
-       "      <td>Merge pull request #181 from ANHIG/3360\\n\\nAddition of DRB1*01:02:01:02 to alignments/DRB1_gen.txt</td>\n",
-       "      <td>8d50d813264371a9f946d97c6ed449a5c0da4ea7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/8d50d813264371a9f946d97c6ed449a5c0da4ea7</td>\n",
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-       "      <td>User</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/293b0e1f740595ef2ae765e0f70c64a92c53e054</td>\n",
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-       "      <td>e463a9f13ff8ab78c4df42c6af9fdc77e84ef8eb</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e463a9f13ff8ab78c4df42c6af9fdc77e84ef8eb</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e463a9f13ff8ab78c4df42c6af9fdc77e84ef8eb</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
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-       "    <tr>\n",
-       "      <th>431</th>\n",
-       "      <td>9656fba11d0cb9a3dcf28eb8615337f85b5f65c1</td>\n",
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-       "      <td>Dominic Barker</td>\n",
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-       "      <td>2019-07-04T13:13:35Z</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2019-07-04T13:13:35Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.37.0</td>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
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-       "      <td>2019-07-04T13:15:25Z</td>\n",
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-       "      <td>noreply@github.com</td>\n",
-       "      <td>2019-07-04T13:15:25Z</td>\n",
-       "      <td>Delete Alignments_Rel_3360.zip</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/63021d7639200d379202a85ae6bb864da321deac</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9656fba11d0cb9a3dcf28eb8615337f85b5f65c1</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9656fba11d0cb9a3dcf28eb8615337f85b5f65c1</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>433</th>\n",
-       "      <td>887434edaeec2f4161fdc1642dab4d07e55f23c8</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ODg3NDM0ZWRhZWVjMmY0MTYxZmRjMTY0MmRhYjRkMDdlNTVmMjNjOA==</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
-       "      <td>2019-07-04T13:16:00Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2019-07-04T13:16:00Z</td>\n",
-       "      <td>Merge pull request #182 from ANHIG/3370\\n\\n3370</td>\n",
-       "      <td>63021d7639200d379202a85ae6bb864da321deac</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/63021d7639200d379202a85ae6bb864da321deac</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/887434edaeec2f4161fdc1642dab4d07e55f23c8</td>\n",
-       "      <td>0</td>\n",
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-       "      <td>tree 63021d7639200d379202a85ae6bb864da321deac\\nparent d557b80c2db149dc50e2163abe30635c32faa971\\nparent 431b4b6434f318354426ee02a49616b998e8cc68\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1562246160 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1562246160 +0100\\n\\nMerge pull request #182 from ANHIG/3370\\n\\n3370</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/887434edaeec2f4161fdc1642dab4d07e55f23c8</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/887434edaeec2f4161fdc1642dab4d07e55f23c8</td>\n",
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-       "      <td>dominicbarkerAN</td>\n",
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-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d557b80c2db149dc50e2163abe30635c32faa971</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d557b80c2db149dc50e2163abe30635c32faa971</td>\n",
-       "      <td>431b4b6434f318354426ee02a49616b998e8cc68</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/431b4b6434f318354426ee02a49616b998e8cc68</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/431b4b6434f318354426ee02a49616b998e8cc68</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>434</th>\n",
-       "      <td>0d3a6c5423405678431f647444cbefb72626210b</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MGQzYTZjNTQyMzQwNTY3ODQzMWY2NDc0NDRjYmVmYjcyNjI2MjEwYg==</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2019-07-08T09:11:11Z</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2019-07-08T09:11:11Z</td>\n",
-       "      <td>Upload of hla.dat file for 3.37.0 which did not upload correctly</td>\n",
-       "      <td>ac67d51a238334a112fa7c3ad492ded8bda80594</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/ac67d51a238334a112fa7c3ad492ded8bda80594</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0d3a6c5423405678431f647444cbefb72626210b</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0d3a6c5423405678431f647444cbefb72626210b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0d3a6c5423405678431f647444cbefb72626210b/comments</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
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-       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
-       "      <td></td>\n",
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-       "      <td>https://github.com/dominicbarkerAN</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
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-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778.0</td>\n",
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-       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
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-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>431b4b6434f318354426ee02a49616b998e8cc68</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/431b4b6434f318354426ee02a49616b998e8cc68</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/431b4b6434f318354426ee02a49616b998e8cc68</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>435</th>\n",
-       "      <td>fef5db5ec9c98b47c487f92b714ffbe05abc03cf</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZmVmNWRiNWVjOWM5OGI0N2M0ODdmOTJiNzE0ZmZiZTA1YWJjMDNjZg==</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
-       "      <td>2019-07-08T09:13:10Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2019-07-08T09:13:10Z</td>\n",
-       "      <td>Merge pull request #184 from ANHIG/3370\\n\\nUpload of hla.dat file for 3.37.0 which did not upload correctly</td>\n",
-       "      <td>ac67d51a238334a112fa7c3ad492ded8bda80594</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/ac67d51a238334a112fa7c3ad492ded8bda80594</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/fef5db5ec9c98b47c487f92b714ffbe05abc03cf</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
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-       "      <td>tree ac67d51a238334a112fa7c3ad492ded8bda80594\\nparent 887434edaeec2f4161fdc1642dab4d07e55f23c8\\nparent 0d3a6c5423405678431f647444cbefb72626210b\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1562577190 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1562577190 +0100\\n\\nMerge pull request #184 from ANHIG/3370\\n\\nUpload of hla.dat file for 3.37.0 which did not upload correctly</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fef5db5ec9c98b47c487f92b714ffbe05abc03cf</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/fef5db5ec9c98b47c487f92b714ffbe05abc03cf</td>\n",
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-       "      <td>dominicbarkerAN</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
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-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
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-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>887434edaeec2f4161fdc1642dab4d07e55f23c8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/887434edaeec2f4161fdc1642dab4d07e55f23c8</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/887434edaeec2f4161fdc1642dab4d07e55f23c8</td>\n",
-       "      <td>0d3a6c5423405678431f647444cbefb72626210b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0d3a6c5423405678431f647444cbefb72626210b</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0d3a6c5423405678431f647444cbefb72626210b</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>436</th>\n",
-       "      <td>ba884d04072b9b74763294c05fecffe465056590</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YmE4ODRkMDQwNzJiOWI3NDc2MzI5NGMwNWZlY2ZmZTQ2NTA1NjU5MA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2019-07-22T14:54:22Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2019-07-22T14:54:22Z</td>\n",
-       "      <td>Update to C*07:726:01G Designation\\n\\nUpdate to C*07:726:01G Designation in hla.xml.zip file</td>\n",
-       "      <td>e59d6073d90f72f9175ba56bd4d8bce54ac6a8b5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/e59d6073d90f72f9175ba56bd4d8bce54ac6a8b5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ba884d04072b9b74763294c05fecffe465056590</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ba884d04072b9b74763294c05fecffe465056590</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ba884d04072b9b74763294c05fecffe465056590</td>\n",
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-       "      <td>jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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-       "      <td>False</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0d3a6c5423405678431f647444cbefb72626210b</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0d3a6c5423405678431f647444cbefb72626210b</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>437</th>\n",
-       "      <td>40cf2ffd9d1eebaea3a23fd69a0c9ddee2b26168</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NDBjZjJmZmQ5ZDFlZWJhZWEzYTIzZmQ2OWEwYzlkZGVlMmIyNjE2OA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2019-07-22T14:55:12Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2019-07-22T14:55:12Z</td>\n",
-       "      <td>Merge pull request #188 from ANHIG/3370\\n\\nUpdate to C*07:726:01G Designation</td>\n",
-       "      <td>e59d6073d90f72f9175ba56bd4d8bce54ac6a8b5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/e59d6073d90f72f9175ba56bd4d8bce54ac6a8b5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/40cf2ffd9d1eebaea3a23fd69a0c9ddee2b26168</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>fef5db5ec9c98b47c487f92b714ffbe05abc03cf</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fef5db5ec9c98b47c487f92b714ffbe05abc03cf</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/fef5db5ec9c98b47c487f92b714ffbe05abc03cf</td>\n",
-       "      <td>ba884d04072b9b74763294c05fecffe465056590</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ba884d04072b9b74763294c05fecffe465056590</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ba884d04072b9b74763294c05fecffe465056590</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>438</th>\n",
-       "      <td>1e5b0f481bd71308be89983e031377b3e7492a0d</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MWU1YjBmNDgxYmQ3MTMwOGJlODk5ODNlMDMxMzc3YjNlNzQ5MmEwZA==</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2019-09-18T10:39:05Z</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2019-09-18T10:39:05Z</td>\n",
-       "      <td>Updates to msf/C_prot.msf</td>\n",
-       "      <td>8c73619f34b282de4366d23d815e665a34a92ff4</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/8c73619f34b282de4366d23d815e665a34a92ff4</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1e5b0f481bd71308be89983e031377b3e7492a0d</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1e5b0f481bd71308be89983e031377b3e7492a0d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1e5b0f481bd71308be89983e031377b3e7492a0d/comments</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778.0</td>\n",
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-       "      <td>https://github.com/dominicbarkerAN</td>\n",
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-       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
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-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
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-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778.0</td>\n",
-       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
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-       "      <td></td>\n",
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-       "      <td>https://github.com/dominicbarkerAN</td>\n",
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-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
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-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>16c09d89398603dcf653cc5476f857f1a21c1d9d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/16c09d89398603dcf653cc5476f857f1a21c1d9d</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/16c09d89398603dcf653cc5476f857f1a21c1d9d</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>439</th>\n",
-       "      <td>0d608e028ae5842d2450ab8e977a9cf64b8e7854</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MGQ2MDhlMDI4YWU1ODQyZDI0NTBhYjhlOTc3YTljZjY0YjhlNzg1NA==</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2019-09-18T10:41:49Z</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2019-09-18T10:41:49Z</td>\n",
-       "      <td>Revert \"Updates to msf/C_prot.msf\"\\n\\nThis reverts commit 1e5b0f481bd71308be89983e031377b3e7492a0d.</td>\n",
-       "      <td>7191080da28f0bea9682f16615d9eb39cd9df4c8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/7191080da28f0bea9682f16615d9eb39cd9df4c8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/0d608e028ae5842d2450ab8e977a9cf64b8e7854</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0d608e028ae5842d2450ab8e977a9cf64b8e7854</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0d608e028ae5842d2450ab8e977a9cf64b8e7854</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0d608e028ae5842d2450ab8e977a9cf64b8e7854/comments</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
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-       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778.0</td>\n",
-       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>1e5b0f481bd71308be89983e031377b3e7492a0d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1e5b0f481bd71308be89983e031377b3e7492a0d</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1e5b0f481bd71308be89983e031377b3e7492a0d</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>440</th>\n",
-       "      <td>501950eec393c13893d439deae3c536d3b8a694f</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NTAxOTUwZWVjMzkzYzEzODkzZDQzOWRlYWUzYzUzNmQzYjhhNjk0Zg==</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2019-09-18T10:42:47Z</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2019-09-18T10:42:47Z</td>\n",
-       "      <td>Revert \"Revert \"Updates to msf/C_prot.msf\"\"\\n\\nThis reverts commit 0d608e028ae5842d2450ab8e977a9cf64b8e7854.</td>\n",
-       "      <td>8c73619f34b282de4366d23d815e665a34a92ff4</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/8c73619f34b282de4366d23d815e665a34a92ff4</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/501950eec393c13893d439deae3c536d3b8a694f</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/501950eec393c13893d439deae3c536d3b8a694f</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/501950eec393c13893d439deae3c536d3b8a694f</td>\n",
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-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778.0</td>\n",
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-       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778.0</td>\n",
-       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>0d608e028ae5842d2450ab8e977a9cf64b8e7854</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0d608e028ae5842d2450ab8e977a9cf64b8e7854</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0d608e028ae5842d2450ab8e977a9cf64b8e7854</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>441</th>\n",
-       "      <td>b0bc79bb688f79a9c44fbb58923cdb3215cb9bc6</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YjBiYzc5YmI2ODhmNzlhOWM0NGZiYjU4OTIzY2RiMzIxNWNiOWJjNg==</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2019-09-18T10:44:22Z</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2019-09-18T10:44:22Z</td>\n",
-       "      <td>Updates to msf/C_prot.msf</td>\n",
-       "      <td>3ffaf97cbeeaf8a63fa6656c7ee20b236e00d490</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/3ffaf97cbeeaf8a63fa6656c7ee20b236e00d490</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/b0bc79bb688f79a9c44fbb58923cdb3215cb9bc6</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b0bc79bb688f79a9c44fbb58923cdb3215cb9bc6</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b0bc79bb688f79a9c44fbb58923cdb3215cb9bc6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b0bc79bb688f79a9c44fbb58923cdb3215cb9bc6/comments</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778.0</td>\n",
-       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778.0</td>\n",
-       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>501950eec393c13893d439deae3c536d3b8a694f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/501950eec393c13893d439deae3c536d3b8a694f</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/501950eec393c13893d439deae3c536d3b8a694f</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>442</th>\n",
-       "      <td>81b6b174ec67929d0b4401b00e25df87cb1f6718</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ODFiNmIxNzRlYzY3OTI5ZDBiNDQwMWIwMGUyNWRmODdjYjFmNjcxOA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2019-10-04T13:11:38Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2019-10-04T13:11:38Z</td>\n",
-       "      <td>Removal of erronenous 0 and pipe in alignment file</td>\n",
-       "      <td>5af8619fa3201379cb71dc754aa33eecf9fd73b5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/5af8619fa3201379cb71dc754aa33eecf9fd73b5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/81b6b174ec67929d0b4401b00e25df87cb1f6718</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/81b6b174ec67929d0b4401b00e25df87cb1f6718</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/81b6b174ec67929d0b4401b00e25df87cb1f6718</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/81b6b174ec67929d0b4401b00e25df87cb1f6718/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>ba884d04072b9b74763294c05fecffe465056590</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ba884d04072b9b74763294c05fecffe465056590</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ba884d04072b9b74763294c05fecffe465056590</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>443</th>\n",
-       "      <td>ba5f58f4889e3ece2556662ee7dfa3d72ccb6be0</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YmE1ZjU4ZjQ4ODllM2VjZTI1NTY2NjJlZTdkZmEzZDcyY2NiNmJlMA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2019-10-04T13:57:07Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2019-10-04T13:57:07Z</td>\n",
-       "      <td>Removal of erroneous 0 and pipe from TAP protein numbering and rezipping archive</td>\n",
-       "      <td>82b140d47fb5135c781832ea1515893b52842611</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/82b140d47fb5135c781832ea1515893b52842611</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ba5f58f4889e3ece2556662ee7dfa3d72ccb6be0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ba5f58f4889e3ece2556662ee7dfa3d72ccb6be0</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ba5f58f4889e3ece2556662ee7dfa3d72ccb6be0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ba5f58f4889e3ece2556662ee7dfa3d72ccb6be0/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>81b6b174ec67929d0b4401b00e25df87cb1f6718</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/81b6b174ec67929d0b4401b00e25df87cb1f6718</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/81b6b174ec67929d0b4401b00e25df87cb1f6718</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>444</th>\n",
-       "      <td>8681f662939bd76d24ebc56f149118fb6567ee18</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ODY4MWY2NjI5MzliZDc2ZDI0ZWJjNTZmMTQ5MTE4ZmI2NTY3ZWUxOA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2019-10-04T14:13:36Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2019-10-04T14:13:36Z</td>\n",
-       "      <td>Merge branch '3370' of github.com:ANHIG/IMGTHLA into 3370</td>\n",
-       "      <td>82b140d47fb5135c781832ea1515893b52842611</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/82b140d47fb5135c781832ea1515893b52842611</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/8681f662939bd76d24ebc56f149118fb6567ee18</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8681f662939bd76d24ebc56f149118fb6567ee18</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8681f662939bd76d24ebc56f149118fb6567ee18</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8681f662939bd76d24ebc56f149118fb6567ee18/comments</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
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-       "      <td>2019-10-04T14:30:56Z</td>\n",
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-       "      <td>2019-10-04T14:30:56Z</td>\n",
-       "      <td>Merge pull request #193 from ANHIG/3370\\n\\nCorrection of TAP protein text alignment numbering and HLA-DPB1 KW and gene labels in hla.dat</td>\n",
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-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/96e477a681d939a64af04440ee682a2d0f6be365</td>\n",
-       "      <td>NaN</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/01588fbf4c5636142fe8d33980a3edab2b023e9d</td>\n",
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-       "      <td>NaN</td>\n",
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-       "      <td>2019-10-17T10:47:54Z</td>\n",
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-       "      <td>2019-10-17T10:47:54Z</td>\n",
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-       "      <td>b3506f1397f949860a0b76aa0e41155c343e0129</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/b3506f1397f949860a0b76aa0e41155c343e0129</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/01588fbf4c5636142fe8d33980a3edab2b023e9d</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/01588fbf4c5636142fe8d33980a3edab2b023e9d</td>\n",
-       "      <td>NaN</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
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-       "      <td>Dominic Barker</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fb025d76e2509be704b4b738e4ac5f83e511aea3</td>\n",
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-       "      <td>NaN</td>\n",
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-       "      <td>2019-10-17T15:14:13Z</td>\n",
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-       "      <td>2019-10-17T15:14:13Z</td>\n",
-       "      <td>Merge pull request #196 from ANHIG/3380\\n\\nIPD-IMGT/HLA Release 3.38.0</td>\n",
-       "      <td>07c88eec6885139ad3492d661c562aa99624fad7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/07c88eec6885139ad3492d661c562aa99624fad7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/2a61062a54d8491751fc7d8eaed23e8bbf4e3830</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
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-       "      <td>tree 07c88eec6885139ad3492d661c562aa99624fad7\\nparent 475cfe27e43194a6d38915e4110dfc5be1b12935\\nparent fb025d76e2509be704b4b738e4ac5f83e511aea3\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1571325253 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1571325253 +0100\\n\\nMerge pull request #196 from ANHIG/3380\\n\\nIPD-IMGT/HLA Release 3.38.0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2a61062a54d8491751fc7d8eaed23e8bbf4e3830</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2a61062a54d8491751fc7d8eaed23e8bbf4e3830</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2a61062a54d8491751fc7d8eaed23e8bbf4e3830/comments</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
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-       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>475cfe27e43194a6d38915e4110dfc5be1b12935</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/475cfe27e43194a6d38915e4110dfc5be1b12935</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/475cfe27e43194a6d38915e4110dfc5be1b12935</td>\n",
-       "      <td>fb025d76e2509be704b4b738e4ac5f83e511aea3</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fb025d76e2509be704b4b738e4ac5f83e511aea3</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/fb025d76e2509be704b4b738e4ac5f83e511aea3</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>453</th>\n",
-       "      <td>3e3c49d94aaf2e36c77f06f1eff455b9ec196f84</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6M2UzYzQ5ZDk0YWFmMmUzNmM3N2YwNmYxZWZmNDU1YjllYzE5NmY4NA==</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2019-10-17T16:24:20Z</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2019-10-17T16:24:20Z</td>\n",
-       "      <td>Update of 3.37.0 ClassI_nuc.txt</td>\n",
-       "      <td>dc8e544e95bb4ae7de440a247689428dd48579e3</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/dc8e544e95bb4ae7de440a247689428dd48579e3</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/3e3c49d94aaf2e36c77f06f1eff455b9ec196f84</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3e3c49d94aaf2e36c77f06f1eff455b9ec196f84</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3e3c49d94aaf2e36c77f06f1eff455b9ec196f84</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3e3c49d94aaf2e36c77f06f1eff455b9ec196f84/comments</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778.0</td>\n",
-       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778.0</td>\n",
-       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>96e477a681d939a64af04440ee682a2d0f6be365</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/96e477a681d939a64af04440ee682a2d0f6be365</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/96e477a681d939a64af04440ee682a2d0f6be365</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>454</th>\n",
-       "      <td>788e9d8a3e8db9606824d2d52646bd91902f03a9</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Nzg4ZTlkOGEzZThkYjk2MDY4MjRkMmQ1MjY0NmJkOTE5MDJmMDNhOQ==</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2019-10-18T10:21:26Z</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2019-10-18T10:21:26Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.38.0</td>\n",
-       "      <td>2012a32d239bc8cb4389fd21971b42598dd09ad8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/2012a32d239bc8cb4389fd21971b42598dd09ad8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/788e9d8a3e8db9606824d2d52646bd91902f03a9</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/788e9d8a3e8db9606824d2d52646bd91902f03a9</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/788e9d8a3e8db9606824d2d52646bd91902f03a9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/788e9d8a3e8db9606824d2d52646bd91902f03a9/comments</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778.0</td>\n",
-       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778.0</td>\n",
-       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>fb025d76e2509be704b4b738e4ac5f83e511aea3</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fb025d76e2509be704b4b738e4ac5f83e511aea3</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/fb025d76e2509be704b4b738e4ac5f83e511aea3</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>455</th>\n",
-       "      <td>c259def486334fc9f7610d6ecb1d22c7fd92507d</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YzI1OWRlZjQ4NjMzNGZjOWY3NjEwZDZlY2IxZDIyYzdmZDkyNTA3ZA==</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
-       "      <td>2019-10-18T10:21:54Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2019-10-18T10:21:54Z</td>\n",
-       "      <td>Merge pull request #197 from ANHIG/3380\\n\\nIPD-IMGT/HLA Release 3.38.0</td>\n",
-       "      <td>2012a32d239bc8cb4389fd21971b42598dd09ad8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/2012a32d239bc8cb4389fd21971b42598dd09ad8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/c259def486334fc9f7610d6ecb1d22c7fd92507d</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJdqZJCCRBK7hj4Ov3rIwAAdHIIAHinW0FjGKLkM8RE3NyJVnZH\\npXpjly1u4A0uA/J5rVKl8t/RSn14irnt7Z4JVnuSX6wXIDRiQTadiXc0v1fLYkfQ\\nbbDOFU8DYfAeXcVbZOyV4Z2q++kFa+Rj8k1qOcMjNJm45I1WvIpcPERsz2PKV5LV\\nL0B8qgOJwahlgtbulH1TGyG+rS7Z+Aw/+cVj4lAukUt/jslOH2feHxK3FJWH8nWr\\nsB+4/X6jqcwEWw6jCj2cKCIwWyItLjLod91dt+AEagg1fFN8oZfznq2JWJ47i7CK\\ni91UC7FL6cpyGiZDBzjSqQjoOnM/oAUht5QzFNBy4EVIZp70fA5nBjv1d2QCBeI=\\n=2f7v\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree 2012a32d239bc8cb4389fd21971b42598dd09ad8\\nparent 2a61062a54d8491751fc7d8eaed23e8bbf4e3830\\nparent 788e9d8a3e8db9606824d2d52646bd91902f03a9\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1571394114 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1571394114 +0100\\n\\nMerge pull request #197 from ANHIG/3380\\n\\nIPD-IMGT/HLA Release 3.38.0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c259def486334fc9f7610d6ecb1d22c7fd92507d</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c259def486334fc9f7610d6ecb1d22c7fd92507d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c259def486334fc9f7610d6ecb1d22c7fd92507d/comments</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778.0</td>\n",
-       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
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-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
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-       "      <td>https://api.github.com/users/web-flow</td>\n",
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-       "      <td>2019-10-29T12:24:07Z</td>\n",
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-       "      <td>NaN</td>\n",
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-       "      <td>2019-10-29T12:24:57Z</td>\n",
-       "      <td>GitHub</td>\n",
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-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3e8bb627774ad62a765fb7826bef8b8d3efc82b8</td>\n",
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-       "      <td>jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
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-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>d5e7b34526886c7f5a3291b132b3c80ce55640cb</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d5e7b34526886c7f5a3291b132b3c80ce55640cb</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d5e7b34526886c7f5a3291b132b3c80ce55640cb</td>\n",
-       "      <td>9ab5d76764617e43c840fbe187b7c3173682d94c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9ab5d76764617e43c840fbe187b7c3173682d94c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9ab5d76764617e43c840fbe187b7c3173682d94c</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>460</th>\n",
-       "      <td>9926a70c8d463929ee5e38b4b6aa2284ba07da9f</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OTkyNmE3MGM4ZDQ2MzkyOWVlNWUzOGI0YjZhYTIyODRiYTA3ZGE5Zg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2019-11-05T14:40:29Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2019-11-05T14:40:29Z</td>\n",
-       "      <td>Correction of length of C*05:206 and C*05:208N in C_gen.msf file</td>\n",
-       "      <td>3e647b42b5154facb1d9e84e539bccee996853bc</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/3e647b42b5154facb1d9e84e539bccee996853bc</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/9926a70c8d463929ee5e38b4b6aa2284ba07da9f</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9926a70c8d463929ee5e38b4b6aa2284ba07da9f</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9926a70c8d463929ee5e38b4b6aa2284ba07da9f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9926a70c8d463929ee5e38b4b6aa2284ba07da9f/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
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-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>e463a9f13ff8ab78c4df42c6af9fdc77e84ef8eb</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e463a9f13ff8ab78c4df42c6af9fdc77e84ef8eb</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e463a9f13ff8ab78c4df42c6af9fdc77e84ef8eb</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>461</th>\n",
-       "      <td>02ef01dd646992f7518094c48281eb1b389ac105</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDJlZjAxZGQ2NDY5OTJmNzUxODA5NGM0ODI4MWViMWIzODlhYzEwNQ==</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2019-11-18T10:46:03Z</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2019-11-18T10:46:03Z</td>\n",
-       "      <td>Lower case base 't' in gen files for B*07:14 corrected to 'T'</td>\n",
-       "      <td>af70330860d237f3af5f58e2f9ca87f28b3ad595</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/af70330860d237f3af5f58e2f9ca87f28b3ad595</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/02ef01dd646992f7518094c48281eb1b389ac105</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/02ef01dd646992f7518094c48281eb1b389ac105</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/02ef01dd646992f7518094c48281eb1b389ac105</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/02ef01dd646992f7518094c48281eb1b389ac105/comments</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778.0</td>\n",
-       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778.0</td>\n",
-       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>9ab5d76764617e43c840fbe187b7c3173682d94c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9ab5d76764617e43c840fbe187b7c3173682d94c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9ab5d76764617e43c840fbe187b7c3173682d94c</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>462</th>\n",
-       "      <td>054dac767e3513fed7ced0639fc67dd371b4bd28</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDU0ZGFjNzY3ZTM1MTNmZWQ3Y2VkMDYzOWZjNjdkZDM3MWI0YmQyOA==</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2019-11-18T10:49:42Z</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2019-11-18T10:49:42Z</td>\n",
-       "      <td>Lower case base 't' in gen files for B*07:14 corrected to 'T'</td>\n",
-       "      <td>572a3581db57ddc8f48c0f6f36a18db33b72ba68</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/572a3581db57ddc8f48c0f6f36a18db33b72ba68</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/054dac767e3513fed7ced0639fc67dd371b4bd28</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/054dac767e3513fed7ced0639fc67dd371b4bd28</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/054dac767e3513fed7ced0639fc67dd371b4bd28</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/054dac767e3513fed7ced0639fc67dd371b4bd28/comments</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778.0</td>\n",
-       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778.0</td>\n",
-       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>02ef01dd646992f7518094c48281eb1b389ac105</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/02ef01dd646992f7518094c48281eb1b389ac105</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/02ef01dd646992f7518094c48281eb1b389ac105</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>463</th>\n",
-       "      <td>b67c8cee9f317b9aab7ca3a9478813183c77e16f</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YjY3YzhjZWU5ZjMxN2I5YWFiN2NhM2E5NDc4ODEzMTgzYzc3ZTE2Zg==</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
-       "      <td>2019-11-18T10:52:18Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2019-11-18T10:52:18Z</td>\n",
-       "      <td>Merge pull request #204 from ANHIG/3380\\n\\nLower case base 't' in gen files for B*07:14 corrected to 'T'</td>\n",
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-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3e8bb627774ad62a765fb7826bef8b8d3efc82b8</td>\n",
-       "      <td>054dac767e3513fed7ced0639fc67dd371b4bd28</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/054dac767e3513fed7ced0639fc67dd371b4bd28</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/054dac767e3513fed7ced0639fc67dd371b4bd28</td>\n",
-       "      <td>NaN</td>\n",
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-       "      <th>464</th>\n",
-       "      <td>48caa202c941b79a1868311cd2bc2dbf45889aea</td>\n",
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-       "      <td>Dominic Barker</td>\n",
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-       "      <td>2020-01-20T12:59:01Z</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2020-01-20T12:59:01Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.39.0</td>\n",
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-       "      <td>0</td>\n",
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-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/48caa202c941b79a1868311cd2bc2dbf45889aea</td>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>465</th>\n",
-       "      <td>d89e87e2eb0296a353cd880d47773307d949ad02</td>\n",
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-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
-       "      <td>2020-01-20T14:09:42Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2020-01-20T14:09:42Z</td>\n",
-       "      <td>Merge pull request #207 from ANHIG/3390\\n\\nIPD-IMGT/HLA Release 3.39.0</td>\n",
-       "      <td>a3d5029fd9a9569fbc58f59d19c355ddd74de93f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/a3d5029fd9a9569fbc58f59d19c355ddd74de93f</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
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-       "      <td>tree a3d5029fd9a9569fbc58f59d19c355ddd74de93f\\nparent b67c8cee9f317b9aab7ca3a9478813183c77e16f\\nparent 48caa202c941b79a1868311cd2bc2dbf45889aea\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1579529382 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1579529382 +0000\\n\\nMerge pull request #207 from ANHIG/3390\\n\\nIPD-IMGT/HLA Release 3.39.0</td>\n",
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-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b67c8cee9f317b9aab7ca3a9478813183c77e16f</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b67c8cee9f317b9aab7ca3a9478813183c77e16f</td>\n",
-       "      <td>48caa202c941b79a1868311cd2bc2dbf45889aea</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/48caa202c941b79a1868311cd2bc2dbf45889aea</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/48caa202c941b79a1868311cd2bc2dbf45889aea</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>466</th>\n",
-       "      <td>bd4562b0edc5b02a22b8a588568e04f0362d8220</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YmQ0NTYyYjBlZGM1YjAyYTIyYjhhNTg4NTY4ZTA0ZjAzNjJkODIyMA==</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2020-01-22T10:39:24Z</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2020-01-22T10:39:24Z</td>\n",
-       "      <td>Updated alignment for MICA*012:03 to include spacing present in other MICA*012 alleles</td>\n",
-       "      <td>ae6b4286aecfb2fe61978464aa4f7cd556c57101</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/ae6b4286aecfb2fe61978464aa4f7cd556c57101</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bd4562b0edc5b02a22b8a588568e04f0362d8220</td>\n",
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-       "      <td>NaN</td>\n",
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-       "      <td>a19f887adf8ddf4c61c1af803d46bbd35643516a</td>\n",
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-       "      <td>2020-01-22T10:41:13Z</td>\n",
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-       "      <td>2020-01-22T10:41:13Z</td>\n",
-       "      <td>Merge pull request #208 from ANHIG/3390\\n\\nUpdated alignment for MICA*012:03 to include spacing present in other MICA*012 alleles</td>\n",
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-       "      <td>bd4562b0edc5b02a22b8a588568e04f0362d8220</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bd4562b0edc5b02a22b8a588568e04f0362d8220</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/bd4562b0edc5b02a22b8a588568e04f0362d8220</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
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-       "      <th>468</th>\n",
-       "      <td>e05a5c42d89815626d4a272d3283e2bd86f5fc66</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZTA1YTVjNDJkODk4MTU2MjZkNGEyNzJkMzI4M2UyYmQ4NmY1ZmM2Ng==</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2020-01-22T10:45:26Z</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2020-01-22T10:45:26Z</td>\n",
-       "      <td>Update to C*12:139Q moving defined serology from \"Unambiguous Serological Antigen associated with allele\" to \"Assumed Serological Antigen associated with allele\"</td>\n",
-       "      <td>6128a9e53c986b6efbbc23631c222296e743bc19</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
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-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e05a5c42d89815626d4a272d3283e2bd86f5fc66</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bd4562b0edc5b02a22b8a588568e04f0362d8220</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/bd4562b0edc5b02a22b8a588568e04f0362d8220</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
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-       "      <td>2020-01-22T10:46:35Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2020-01-22T10:46:35Z</td>\n",
-       "      <td>Merge pull request #209 from ANHIG/3390\\n\\nUpdate to C*12:139Q moving defined serology</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/6128a9e53c986b6efbbc23631c222296e743bc19</td>\n",
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-       "      <td>0</td>\n",
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-       "      <td>valid</td>\n",
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-       "      <td>tree 6128a9e53c986b6efbbc23631c222296e743bc19\\nparent a19f887adf8ddf4c61c1af803d46bbd35643516a\\nparent e05a5c42d89815626d4a272d3283e2bd86f5fc66\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1579689995 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1579689995 +0000\\n\\nMerge pull request #209 from ANHIG/3390\\n\\nUpdate to C*12:139Q moving defined serology</td>\n",
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-       "      <td>NaN</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>470</th>\n",
-       "      <td>0bfff70fe8ca504abaf8637ccd4ecc752e9717e9</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MGJmZmY3MGZlOGNhNTA0YWJhZjg2MzdjY2Q0ZWNjNzUyZTk3MTdlOQ==</td>\n",
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-       "      <td>2020-01-22T10:52:27Z</td>\n",
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-       "      <td>2020-01-22T10:52:27Z</td>\n",
-       "      <td>Update README.md\\n\\nCorrected formatting of lists of fields.</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/a61d33a9b07d1d94b9ca03419ccb227f99edd222</td>\n",
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-       "      <td>tree a61d33a9b07d1d94b9ca03419ccb227f99edd222\\nparent e7537add911efbf8890b126d3639c0560fe03827\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1579690347 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1579690347 +0000\\n\\nUpdate README.md\\n\\nCorrected formatting of lists of fields.</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e7537add911efbf8890b126d3639c0560fe03827</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e7537add911efbf8890b126d3639c0560fe03827</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>471</th>\n",
-       "      <td>a9f619032ea68c561e39a9ea3fe4358543356a92</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YTlmNjE5MDMyZWE2OGM1NjFlMzlhOWVhM2ZlNDM1ODU0MzM1NmE5Mg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2020-01-22T10:54:06Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2020-01-22T10:54:06Z</td>\n",
-       "      <td>Update README.md</td>\n",
-       "      <td>f21f46c1f1a0cc886d33cd46afcb8fb299a552b1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/f21f46c1f1a0cc886d33cd46afcb8fb299a552b1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/a9f619032ea68c561e39a9ea3fe4358543356a92</td>\n",
-       "      <td>0</td>\n",
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-       "      <td>valid</td>\n",
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-       "      <td>tree f21f46c1f1a0cc886d33cd46afcb8fb299a552b1\\nparent 0bfff70fe8ca504abaf8637ccd4ecc752e9717e9\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1579690446 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1579690446 +0000\\n\\nUpdate README.md</td>\n",
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-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>0bfff70fe8ca504abaf8637ccd4ecc752e9717e9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0bfff70fe8ca504abaf8637ccd4ecc752e9717e9</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0bfff70fe8ca504abaf8637ccd4ecc752e9717e9</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>472</th>\n",
-       "      <td>30ca054efd7872597e8a3e14043627ae126a1ee9</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MzBjYTA1NGVmZDc4NzI1OTdlOGEzZTE0MDQzNjI3YWUxMjZhMWVlOQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2020-01-22T11:02:35Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2020-01-22T11:02:35Z</td>\n",
-       "      <td>Update README.md</td>\n",
-       "      <td>f21f46c1f1a0cc886d33cd46afcb8fb299a552b1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/f21f46c1f1a0cc886d33cd46afcb8fb299a552b1</td>\n",
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-       "      <td>0</td>\n",
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-       "      <td>valid</td>\n",
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-       "      <td>tree f21f46c1f1a0cc886d33cd46afcb8fb299a552b1\\nparent e05a5c42d89815626d4a272d3283e2bd86f5fc66\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1579690955 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1579690955 +0000\\n\\nUpdate README.md</td>\n",
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-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e05a5c42d89815626d4a272d3283e2bd86f5fc66</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e05a5c42d89815626d4a272d3283e2bd86f5fc66</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>473</th>\n",
-       "      <td>14a38b648034e61270207ba3672a19ec08401aca</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MTRhMzhiNjQ4MDM0ZTYxMjcwMjA3YmEzNjcyYTE5ZWMwODQwMWFjYQ==</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2020-01-22T11:23:48Z</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2020-01-22T11:23:48Z</td>\n",
-       "      <td>Update to mark up of indels only for B*13:123Q and C*04:09N, nucleotide sequences have not changed</td>\n",
-       "      <td>1535136e8e4ae5c51ba8f157a5e3c3ce36c90e3e</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/14a38b648034e61270207ba3672a19ec08401aca</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/14a38b648034e61270207ba3672a19ec08401aca</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/14a38b648034e61270207ba3672a19ec08401aca/comments</td>\n",
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-       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>e05a5c42d89815626d4a272d3283e2bd86f5fc66</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e05a5c42d89815626d4a272d3283e2bd86f5fc66</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e05a5c42d89815626d4a272d3283e2bd86f5fc66</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>474</th>\n",
-       "      <td>b25532e27dabf40752a2687c6b14c7e521addf4d</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YjI1NTMyZTI3ZGFiZjQwNzUyYTI2ODdjNmIxNGM3ZTUyMWFkZGY0ZA==</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2020-01-22T11:27:27Z</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2020-01-22T11:27:27Z</td>\n",
-       "      <td>Merge branch '3390' of github.com:ANHIG/IMGTHLA into 3390</td>\n",
-       "      <td>e7a31e33069c63582f072c4748298830fdd6bcd5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/e7a31e33069c63582f072c4748298830fdd6bcd5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/b25532e27dabf40752a2687c6b14c7e521addf4d</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b25532e27dabf40752a2687c6b14c7e521addf4d</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b25532e27dabf40752a2687c6b14c7e521addf4d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b25532e27dabf40752a2687c6b14c7e521addf4d/comments</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778.0</td>\n",
-       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778.0</td>\n",
-       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>14a38b648034e61270207ba3672a19ec08401aca</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/14a38b648034e61270207ba3672a19ec08401aca</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/14a38b648034e61270207ba3672a19ec08401aca</td>\n",
-       "      <td>30ca054efd7872597e8a3e14043627ae126a1ee9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/30ca054efd7872597e8a3e14043627ae126a1ee9</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/30ca054efd7872597e8a3e14043627ae126a1ee9</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>475</th>\n",
-       "      <td>72911607eb497585b8e56d906d0794c99f888e7c</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NzI5MTE2MDdlYjQ5NzU4NWI4ZTU2ZDkwNmQwNzk0Yzk5Zjg4OGU3Yw==</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
-       "      <td>2020-01-22T11:32:33Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2020-01-22T11:32:33Z</td>\n",
-       "      <td>Merge pull request #210 from ANHIG/3390\\n\\n3390</td>\n",
-       "      <td>e7a31e33069c63582f072c4748298830fdd6bcd5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/e7a31e33069c63582f072c4748298830fdd6bcd5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/72911607eb497585b8e56d906d0794c99f888e7c</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJeKDLRCRBK7hj4Ov3rIwAAdHIIAJpuX9+uaE69g2Sr68eyVGG+\\nYHhgsidpLAQLGN7fsB2J5Kw4kza4oS1zefRAUjWNbkDJWGfUaZ6lcSrAkv1EoBYH\\nYmlh0pmBkneTn5p7fWDFRSVaVb2yMrOjgGPejxIWzdxYiY/JAdJ6INegyojIoKTO\\nVAbuEkMOqGL5q25FYGDM1VROqHB22SLCeQQWyAIsQrqVPC87oWHTOaX+GcIoP/oL\\nqQL9I8Jh02fB+dyGLqRWC6sB40aZCoRi2QnFQBw+nbuLi1eBRGgldFghGeJoEBXt\\nuKWiinICubddIGRnC/gmgZwmEyTl2NoThDsiLVdgTiqFZOuze1DNWW54DjsrC3k=\\n=Guld\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree e7a31e33069c63582f072c4748298830fdd6bcd5\\nparent a9f619032ea68c561e39a9ea3fe4358543356a92\\nparent b25532e27dabf40752a2687c6b14c7e521addf4d\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1579692753 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1579692753 +0000\\n\\nMerge pull request #210 from ANHIG/3390\\n\\n3390</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/72911607eb497585b8e56d906d0794c99f888e7c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/72911607eb497585b8e56d906d0794c99f888e7c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/72911607eb497585b8e56d906d0794c99f888e7c/comments</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778.0</td>\n",
-       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>a9f619032ea68c561e39a9ea3fe4358543356a92</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a9f619032ea68c561e39a9ea3fe4358543356a92</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a9f619032ea68c561e39a9ea3fe4358543356a92</td>\n",
-       "      <td>b25532e27dabf40752a2687c6b14c7e521addf4d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b25532e27dabf40752a2687c6b14c7e521addf4d</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b25532e27dabf40752a2687c6b14c7e521addf4d</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>476</th>\n",
-       "      <td>032815608e6312b595b4aaf9904d5b4c189dd6dc</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDMyODE1NjA4ZTYzMTJiNTk1YjRhYWY5OTA0ZDViNGMxODlkZDZkYw==</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2020-01-22T12:45:20Z</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2020-01-22T12:45:20Z</td>\n",
-       "      <td>Updated Alignments_Rel_3390.zip and md5 checksums following previous commits</td>\n",
-       "      <td>a2b9f07dfe2ce70095e1beab6290399f7b1ec102</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/a2b9f07dfe2ce70095e1beab6290399f7b1ec102</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/032815608e6312b595b4aaf9904d5b4c189dd6dc</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/032815608e6312b595b4aaf9904d5b4c189dd6dc</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/032815608e6312b595b4aaf9904d5b4c189dd6dc</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/032815608e6312b595b4aaf9904d5b4c189dd6dc/comments</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778.0</td>\n",
-       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
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-       "      <td></td>\n",
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-       "      <td>https://github.com/dominicbarkerAN</td>\n",
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-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
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-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778.0</td>\n",
-       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
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-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
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-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>b25532e27dabf40752a2687c6b14c7e521addf4d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b25532e27dabf40752a2687c6b14c7e521addf4d</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b25532e27dabf40752a2687c6b14c7e521addf4d</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>477</th>\n",
-       "      <td>b23d7db0eebbf52d510780cefb6e09f83de70581</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YjIzZDdkYjBlZWJiZjUyZDUxMDc4MGNlZmI2ZTA5ZjgzZGU3MDU4MQ==</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2020-01-23T09:59:05Z</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2020-01-23T09:59:05Z</td>\n",
-       "      <td>Correction to DQA1*01:07P group name in hla.xml</td>\n",
-       "      <td>c77e55c01bf520f10a55bc8b10ca613660078418</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/c77e55c01bf520f10a55bc8b10ca613660078418</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
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-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b23d7db0eebbf52d510780cefb6e09f83de70581</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b23d7db0eebbf52d510780cefb6e09f83de70581</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b23d7db0eebbf52d510780cefb6e09f83de70581/comments</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
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-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/032815608e6312b595b4aaf9904d5b4c189dd6dc</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>478</th>\n",
-       "      <td>e5e80a1f24de819be3be7d0b2661b6eb5f0917ab</td>\n",
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-       "      <td>dominicbarkerAN</td>\n",
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-       "      <td>2020-01-23T10:04:20Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2020-01-23T10:04:20Z</td>\n",
-       "      <td>Merge pull request #212 from ANHIG/3390\\n\\n3390</td>\n",
-       "      <td>c77e55c01bf520f10a55bc8b10ca613660078418</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/c77e55c01bf520f10a55bc8b10ca613660078418</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/e5e80a1f24de819be3be7d0b2661b6eb5f0917ab</td>\n",
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-       "      <td>tree c77e55c01bf520f10a55bc8b10ca613660078418\\nparent 72911607eb497585b8e56d906d0794c99f888e7c\\nparent b23d7db0eebbf52d510780cefb6e09f83de70581\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1579773860 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1579773860 +0000\\n\\nMerge pull request #212 from ANHIG/3390\\n\\n3390</td>\n",
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-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>72911607eb497585b8e56d906d0794c99f888e7c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/72911607eb497585b8e56d906d0794c99f888e7c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/72911607eb497585b8e56d906d0794c99f888e7c</td>\n",
-       "      <td>b23d7db0eebbf52d510780cefb6e09f83de70581</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b23d7db0eebbf52d510780cefb6e09f83de70581</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b23d7db0eebbf52d510780cefb6e09f83de70581</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>479</th>\n",
-       "      <td>0d5afcde672cf0472d5f02f4705dd8d31c32eb01</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MGQ1YWZjZGU2NzJjZjA0NzJkNWYwMmY0NzA1ZGQ4ZDMxYzMyZWIwMQ==</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2020-01-23T10:17:07Z</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2020-01-23T10:17:07Z</td>\n",
-       "      <td>Removal of HLA- prefix for MICA/MICB alleles in hla.xml</td>\n",
-       "      <td>1fc91e54a136014db8274ad0b74d0a641e048113</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/1fc91e54a136014db8274ad0b74d0a641e048113</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0d5afcde672cf0472d5f02f4705dd8d31c32eb01</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0d5afcde672cf0472d5f02f4705dd8d31c32eb01</td>\n",
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-       "      <td>https://github.com/dominicbarkerAN</td>\n",
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-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
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-       "      <td>https://github.com/dominicbarkerAN</td>\n",
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-       "      <td>False</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b23d7db0eebbf52d510780cefb6e09f83de70581</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b23d7db0eebbf52d510780cefb6e09f83de70581</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>480</th>\n",
-       "      <td>933b99c3cbf59d96086e272189e9f885684c3a3c</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OTMzYjk5YzNjYmY1OWQ5NjA4NmUyNzIxODllOWY4ODU2ODRjM2EzYw==</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
-       "      <td>2020-01-23T10:19:10Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2020-01-23T10:19:10Z</td>\n",
-       "      <td>Merge pull request #213 from ANHIG/3390\\n\\nRemoval of HLA- prefix for MICA/MICB alleles in hla.xml</td>\n",
-       "      <td>1fc91e54a136014db8274ad0b74d0a641e048113</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/1fc91e54a136014db8274ad0b74d0a641e048113</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
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-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
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-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0d5afcde672cf0472d5f02f4705dd8d31c32eb01</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>481</th>\n",
-       "      <td>ae7dd6d372c7d1f1d3a8a63337cbea7c512ec1a1</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YWU3ZGQ2ZDM3MmM3ZDFmMWQzYThhNjMzMzdjYmVhN2M1MTJlYzFhMQ==</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2020-02-03T10:50:43Z</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2020-02-03T10:50:43Z</td>\n",
-       "      <td>Removal of invalid character for DPB1*1087:01 entry in rel_dna_ser.txt</td>\n",
-       "      <td>8430d8bdfdd5dfcd5825046a2344420452551193</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/8430d8bdfdd5dfcd5825046a2344420452551193</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ae7dd6d372c7d1f1d3a8a63337cbea7c512ec1a1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ae7dd6d372c7d1f1d3a8a63337cbea7c512ec1a1</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ae7dd6d372c7d1f1d3a8a63337cbea7c512ec1a1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ae7dd6d372c7d1f1d3a8a63337cbea7c512ec1a1/comments</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778.0</td>\n",
-       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778.0</td>\n",
-       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>0d5afcde672cf0472d5f02f4705dd8d31c32eb01</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0d5afcde672cf0472d5f02f4705dd8d31c32eb01</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0d5afcde672cf0472d5f02f4705dd8d31c32eb01</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>482</th>\n",
-       "      <td>e5af6aaf8ce3d052cab09bcda8f45c8efafeaeb4</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZTVhZjZhYWY4Y2UzZDA1MmNhYjA5YmNkYThmNDVjOGVmYWZlYWViNA==</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2020-02-03T10:54:06Z</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2020-02-03T10:54:06Z</td>\n",
-       "      <td>Removal of invalid character for DPB1*1087:01 entry in rel_dna_ser.txt</td>\n",
-       "      <td>62c1ac817034984f4334fa14e6694c7a4c51cc87</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/62c1ac817034984f4334fa14e6694c7a4c51cc87</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/e5af6aaf8ce3d052cab09bcda8f45c8efafeaeb4</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e5af6aaf8ce3d052cab09bcda8f45c8efafeaeb4</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e5af6aaf8ce3d052cab09bcda8f45c8efafeaeb4</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e5af6aaf8ce3d052cab09bcda8f45c8efafeaeb4/comments</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778.0</td>\n",
-       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778.0</td>\n",
-       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
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-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>ae7dd6d372c7d1f1d3a8a63337cbea7c512ec1a1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ae7dd6d372c7d1f1d3a8a63337cbea7c512ec1a1</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ae7dd6d372c7d1f1d3a8a63337cbea7c512ec1a1</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>483</th>\n",
-       "      <td>3bef58fa463f149dba9bbe39ce5998dc309775b1</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6M2JlZjU4ZmE0NjNmMTQ5ZGJhOWJiZTM5Y2U1OTk4ZGMzMDk3NzViMQ==</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
-       "      <td>2020-02-03T10:54:45Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2020-02-03T10:54:45Z</td>\n",
-       "      <td>Merge pull request #214 from ANHIG/3390\\n\\n3390</td>\n",
-       "      <td>62c1ac817034984f4334fa14e6694c7a4c51cc87</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/62c1ac817034984f4334fa14e6694c7a4c51cc87</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/3bef58fa463f149dba9bbe39ce5998dc309775b1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
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-       "      <td>tree 62c1ac817034984f4334fa14e6694c7a4c51cc87\\nparent 933b99c3cbf59d96086e272189e9f885684c3a3c\\nparent e5af6aaf8ce3d052cab09bcda8f45c8efafeaeb4\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1580727285 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1580727285 +0000\\n\\nMerge pull request #214 from ANHIG/3390\\n\\n3390</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3bef58fa463f149dba9bbe39ce5998dc309775b1</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
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-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
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-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>933b99c3cbf59d96086e272189e9f885684c3a3c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/933b99c3cbf59d96086e272189e9f885684c3a3c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/933b99c3cbf59d96086e272189e9f885684c3a3c</td>\n",
-       "      <td>e5af6aaf8ce3d052cab09bcda8f45c8efafeaeb4</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e5af6aaf8ce3d052cab09bcda8f45c8efafeaeb4</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e5af6aaf8ce3d052cab09bcda8f45c8efafeaeb4</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>484</th>\n",
-       "      <td>18599815b186419ea8f71caccd3d3496e52310bb</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MTg1OTk4MTViMTg2NDE5ZWE4ZjcxY2FjY2QzZDM0OTZlNTIzMTBiYg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2020-04-21T12:13:52Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2020-04-21T12:13:52Z</td>\n",
-       "      <td>Updated C*07:226 enry in deleted alleles list</td>\n",
-       "      <td>d34d867a0923e222d0607044eacab8c2f3eb2e74</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/d34d867a0923e222d0607044eacab8c2f3eb2e74</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
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-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/18599815b186419ea8f71caccd3d3496e52310bb</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/18599815b186419ea8f71caccd3d3496e52310bb</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>e5af6aaf8ce3d052cab09bcda8f45c8efafeaeb4</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e5af6aaf8ce3d052cab09bcda8f45c8efafeaeb4</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e5af6aaf8ce3d052cab09bcda8f45c8efafeaeb4</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>485</th>\n",
-       "      <td>8cd90d4790a8e27577adbb677c5e1b711f6dd85e</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OGNkOTBkNDc5MGE4ZTI3NTc3YWRiYjY3N2M1ZTFiNzExZjZkZDg1ZQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2020-04-22T09:02:07Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2020-04-22T09:02:07Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.40.0\\n\\nFiles for Release 3.40.0 of the IPD-IMGT/HLA Databae</td>\n",
-       "      <td>b92d17485fa43b43ef183d6b756f0db1ecc8729b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/b92d17485fa43b43ef183d6b756f0db1ecc8729b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/8cd90d4790a8e27577adbb677c5e1b711f6dd85e</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8cd90d4790a8e27577adbb677c5e1b711f6dd85e</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8cd90d4790a8e27577adbb677c5e1b711f6dd85e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8cd90d4790a8e27577adbb677c5e1b711f6dd85e/comments</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>18599815b186419ea8f71caccd3d3496e52310bb</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/18599815b186419ea8f71caccd3d3496e52310bb</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/18599815b186419ea8f71caccd3d3496e52310bb</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>486</th>\n",
-       "      <td>3565d1fa78d202b3ab92badfc438b07104835152</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MzU2NWQxZmE3OGQyMDJiM2FiOTJiYWRmYzQzOGIwNzEwNDgzNTE1Mg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2020-04-22T09:15:05Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2020-04-22T09:15:05Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.40.0\\n\\nFiles for Release 3.40.0 of the IPD-IMGT/HLA Databae</td>\n",
-       "      <td>15df3d5a9504634a1b60dce34dd84709e00f13f9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/15df3d5a9504634a1b60dce34dd84709e00f13f9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/3565d1fa78d202b3ab92badfc438b07104835152</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3565d1fa78d202b3ab92badfc438b07104835152</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3565d1fa78d202b3ab92badfc438b07104835152</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3565d1fa78d202b3ab92badfc438b07104835152/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
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-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>8cd90d4790a8e27577adbb677c5e1b711f6dd85e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8cd90d4790a8e27577adbb677c5e1b711f6dd85e</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8cd90d4790a8e27577adbb677c5e1b711f6dd85e</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>487</th>\n",
-       "      <td>db5a21729701340b0ce4441267d315fc3ff9d56c</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZGI1YTIxNzI5NzAxMzQwYjBjZTQ0NDEyNjdkMzE1ZmMzZmY5ZDU2Yw==</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>dominicbarker@anthonynolan.org</td>\n",
-       "      <td>2020-04-22T09:57:21Z</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>dominicbarker@anthonynolan.org</td>\n",
-       "      <td>2020-04-22T09:57:21Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.40.0</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/7a6b7fac2fa34e5b9bcb0bcd77ecbaf244beb8aa</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/db5a21729701340b0ce4441267d315fc3ff9d56c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/db5a21729701340b0ce4441267d315fc3ff9d56c</td>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
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-       "      <td>NaN</td>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>3565d1fa78d202b3ab92badfc438b07104835152</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3565d1fa78d202b3ab92badfc438b07104835152</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3565d1fa78d202b3ab92badfc438b07104835152</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>488</th>\n",
-       "      <td>f42ef066981fa407258f525f2191ae6dacbdf3a3</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZjQyZWYwNjY5ODFmYTQwNzI1OGY1MjVmMjE5MWFlNmRhY2JkZjNhMw==</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>dominicbarker@anthonynolan.org</td>\n",
-       "      <td>2020-04-22T10:01:08Z</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>dominicbarker@anthonynolan.org</td>\n",
-       "      <td>2020-04-22T10:01:08Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.40.0</td>\n",
-       "      <td>51176c046810010fbf41cf00adbe9f24a3664953</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/51176c046810010fbf41cf00adbe9f24a3664953</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f42ef066981fa407258f525f2191ae6dacbdf3a3</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f42ef066981fa407258f525f2191ae6dacbdf3a3</td>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
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-       "      <td>NaN</td>\n",
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-       "      <td>NaN</td>\n",
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-       "      <td>NaN</td>\n",
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-       "      <td>NaN</td>\n",
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-       "      <td>NaN</td>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>db5a21729701340b0ce4441267d315fc3ff9d56c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/db5a21729701340b0ce4441267d315fc3ff9d56c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/db5a21729701340b0ce4441267d315fc3ff9d56c</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>489</th>\n",
-       "      <td>d737fbe34cd8d6848eb1fd10b2d45f669e13cf4d</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZDczN2ZiZTM0Y2Q4ZDY4NDhlYjFmZDEwYjJkNDVmNjY5ZTEzY2Y0ZA==</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>dominicbarker@anthonynolan.org</td>\n",
-       "      <td>2020-04-22T10:02:46Z</td>\n",
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-       "      <td>dominicbarker@anthonynolan.org</td>\n",
-       "      <td>2020-04-22T10:02:46Z</td>\n",
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-       "      <td>f0b572938b27474277fda39e4845d56ac05c93e7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/f0b572938b27474277fda39e4845d56ac05c93e7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/d737fbe34cd8d6848eb1fd10b2d45f669e13cf4d</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d737fbe34cd8d6848eb1fd10b2d45f669e13cf4d</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d737fbe34cd8d6848eb1fd10b2d45f669e13cf4d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d737fbe34cd8d6848eb1fd10b2d45f669e13cf4d/comments</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d737fbe34cd8d6848eb1fd10b2d45f669e13cf4d</td>\n",
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-       "      <td>33114538c5c04a541b79c07b9eab13e7f4688776</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MzMxMTQ1MzhjNWMwNGE1NDFiNzljMDdiOWVhYjEzZTdmNDY4ODc3Ng==</td>\n",
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-       "      <td>9f20ea61cdd4e576ffcd87ed44ec4592829d1d6f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/9f20ea61cdd4e576ffcd87ed44ec4592829d1d6f</td>\n",
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-       "      <td>04b174de7519eba544de546c8da83605b2d67695</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/04b174de7519eba544de546c8da83605b2d67695</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/04b174de7519eba544de546c8da83605b2d67695</td>\n",
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-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>dominicbarker@anthonynolan.org</td>\n",
-       "      <td>2020-04-30T12:16:43Z</td>\n",
-       "      <td>Removal of invalid expression characters from G and P groups</td>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>04b174de7519eba544de546c8da83605b2d67695</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/04b174de7519eba544de546c8da83605b2d67695</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/04b174de7519eba544de546c8da83605b2d67695</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>496</th>\n",
-       "      <td>7fc318a21ee5e61b20b67713da83f53f170fa8c9</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6N2ZjMzE4YTIxZWU1ZTYxYjIwYjY3NzEzZGE4M2Y1M2YxNzBmYThjOQ==</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
-       "      <td>2020-04-30T12:19:29Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2020-04-30T12:19:29Z</td>\n",
-       "      <td>Merge pull request #219 from ANHIG/3400\\n\\nRemoval of invalid expression characters from G and P groups</td>\n",
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-       "      <td>0</td>\n",
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-       "      <td>tree 833ed0e95fe16e7dbd9aee10e67f2327715d6623\\nparent 313fa941c27dc80c8be643e559a57fa9a61b5c81\\nparent 776bfa37573cd955f2a65b153c2a4a9da135ccf3\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1588249169 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1588249169 +0100\\n\\nMerge pull request #219 from ANHIG/3400\\n\\nRemoval of invalid expression characters from G and P groups</td>\n",
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-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
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-       "      <td>776bfa37573cd955f2a65b153c2a4a9da135ccf3</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/776bfa37573cd955f2a65b153c2a4a9da135ccf3</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/776bfa37573cd955f2a65b153c2a4a9da135ccf3</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>497</th>\n",
-       "      <td>84b22ea27bf990f8863509d5a808f221d211fbbd</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ODRiMjJlYTI3YmY5OTBmODg2MzUwOWQ1YTgwOGYyMjFkMjExZmJiZA==</td>\n",
-       "      <td>James Robinson</td>\n",
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-       "      <td>2020-06-01T10:18:24Z</td>\n",
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-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2020-06-01T10:18:24Z</td>\n",
-       "      <td>Restored missing xsd file\\n\\nRestored missing xsd file</td>\n",
-       "      <td>477b1f2a6a2d6d0da3c053803a3b115ac88e6143</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/477b1f2a6a2d6d0da3c053803a3b115ac88e6143</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/84b22ea27bf990f8863509d5a808f221d211fbbd</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/84b22ea27bf990f8863509d5a808f221d211fbbd</td>\n",
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-       "      <td>NaN</td>\n",
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-       "      <td>NaN</td>\n",
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-       "      <td>2020-07-17T09:01:03Z</td>\n",
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-       "      <td>noreply@github.com</td>\n",
-       "      <td>2020-07-17T09:01:03Z</td>\n",
-       "      <td>Merge pull request #227 from ANHIG/3410\\n\\nCorrection of C*01:02:04 in fasta/hla_nuc.fasta</td>\n",
-       "      <td>edbdad3d30b41391b3514cdc4a22055242efba09</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/edbdad3d30b41391b3514cdc4a22055242efba09</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
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-       "      <td>False</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8a1c83d5eaaa9128aac546659d0cc97602bb7a10</td>\n",
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-       "      <td>a48af996cb97f811d37735f251903ece2b08cbfc</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a48af996cb97f811d37735f251903ece2b08cbfc</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a48af996cb97f811d37735f251903ece2b08cbfc</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>507</th>\n",
-       "      <td>09f5ae780a2907e61ad8d04555cb4a07c45ba2d7</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDlmNWFlNzgwYTI5MDdlNjFhZDhkMDQ1NTVjYjRhMDdjNDViYTJkNw==</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
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-       "      <td>2020-07-30T09:32:52Z</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>dominicbarker@anthonynolan.org</td>\n",
-       "      <td>2020-07-30T09:32:52Z</td>\n",
-       "      <td>Corrected serology for E*01:114 and E*01:115</td>\n",
-       "      <td>fcb040059ff102db277ab13e0d43788434de87e8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/fcb040059ff102db277ab13e0d43788434de87e8</td>\n",
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-       "      <td>False</td>\n",
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-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/09f5ae780a2907e61ad8d04555cb4a07c45ba2d7</td>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
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-       "      <td>NaN</td>\n",
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-       "      <td>NaN</td>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>a48af996cb97f811d37735f251903ece2b08cbfc</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a48af996cb97f811d37735f251903ece2b08cbfc</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a48af996cb97f811d37735f251903ece2b08cbfc</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>508</th>\n",
-       "      <td>7ca733b18edab1fc837a34e3764b7d55e8dc93b0</td>\n",
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-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
-       "      <td>2020-07-30T09:33:20Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2020-07-30T09:33:20Z</td>\n",
-       "      <td>Merge pull request #228 from ANHIG/3410\\n\\nCorrected serology for E*01:114 and E*01:115</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
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-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/318d9bf94836219690597e8f3f88d6e544008903</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/318d9bf94836219690597e8f3f88d6e544008903</td>\n",
-       "      <td>09f5ae780a2907e61ad8d04555cb4a07c45ba2d7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/09f5ae780a2907e61ad8d04555cb4a07c45ba2d7</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/09f5ae780a2907e61ad8d04555cb4a07c45ba2d7</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>509</th>\n",
-       "      <td>145561f6c5c7a3e6a4a07366457eb3a1edcf2200</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MTQ1NTYxZjZjNWM3YTNlNmE0YTA3MzY2NDU3ZWIzYTFlZGNmMjIwMA==</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
-       "      <td>2020-09-07T11:31:30Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2020-09-07T11:31:30Z</td>\n",
-       "      <td>Merge pull request #230 from ANHIG/Latest\\n\\nLatest to 3410</td>\n",
-       "      <td>fcb040059ff102db277ab13e0d43788434de87e8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/fcb040059ff102db277ab13e0d43788434de87e8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/145561f6c5c7a3e6a4a07366457eb3a1edcf2200</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
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-       "      <td>tree fcb040059ff102db277ab13e0d43788434de87e8\\nparent 09f5ae780a2907e61ad8d04555cb4a07c45ba2d7\\nparent 7ca733b18edab1fc837a34e3764b7d55e8dc93b0\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1599478290 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1599478290 +0100\\n\\nMerge pull request #230 from ANHIG/Latest\\n\\nLatest to 3410</td>\n",
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-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>09f5ae780a2907e61ad8d04555cb4a07c45ba2d7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/09f5ae780a2907e61ad8d04555cb4a07c45ba2d7</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/09f5ae780a2907e61ad8d04555cb4a07c45ba2d7</td>\n",
-       "      <td>7ca733b18edab1fc837a34e3764b7d55e8dc93b0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7ca733b18edab1fc837a34e3764b7d55e8dc93b0</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7ca733b18edab1fc837a34e3764b7d55e8dc93b0</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>510</th>\n",
-       "      <td>60c4ea7496d1133d7f3e146aea13f48c42c50f34</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NjBjNGVhNzQ5NmQxMTMzZDdmM2UxNDZhZWExM2Y0OGM0MmM1MGYzNA==</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
-       "      <td>2020-09-07T11:34:33Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2020-09-07T11:34:33Z</td>\n",
-       "      <td>Merge pull request #231 from ANHIG/3410\\n\\nMerge pull request #230 from ANHIG/Latest</td>\n",
-       "      <td>fcb040059ff102db277ab13e0d43788434de87e8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/fcb040059ff102db277ab13e0d43788434de87e8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/60c4ea7496d1133d7f3e146aea13f48c42c50f34</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJfVhrJCRBK7hj4Ov3rIwAAdHIIAGFuH5fh+HM2BPcTJ0YAboUR\\nZOTkRnscaeGNZvwDmYE6lIDUMCvBWe82j3fvg8OHfdtAODsoOuaB2JK5Tv5kNWxD\\nRjsyoKITmRItXIyl+f2Tmk3Cn8RP8x0c+coTQylyUew2YXPDXWNxQdW1enH6zoTG\\nKHKzg23Huyvc/t9+E527ENSKjl/Gy3OUsp7YmXWwSvRYM+l21tY099/dUnGrn6D6\\nLDPdkYFb6vW28qskNUBzjWeFSf89P7LnR2x+0Fag5VPWva/K9sSaV+EmteDm/OW4\\nKZxnfnUOdDPvY85D8T/+/SoDSP/06Z2XdwZvmA2JC8jTaNv10ETi9L9JbV3p0tg=\\n=egry\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree fcb040059ff102db277ab13e0d43788434de87e8\\nparent 7ca733b18edab1fc837a34e3764b7d55e8dc93b0\\nparent 145561f6c5c7a3e6a4a07366457eb3a1edcf2200\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1599478473 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1599478473 +0100\\n\\nMerge pull request #231 from ANHIG/3410\\n\\nMerge pull request #230 from ANHIG/Latest</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/60c4ea7496d1133d7f3e146aea13f48c42c50f34</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/60c4ea7496d1133d7f3e146aea13f48c42c50f34</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/60c4ea7496d1133d7f3e146aea13f48c42c50f34/comments</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778.0</td>\n",
-       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>7ca733b18edab1fc837a34e3764b7d55e8dc93b0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7ca733b18edab1fc837a34e3764b7d55e8dc93b0</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7ca733b18edab1fc837a34e3764b7d55e8dc93b0</td>\n",
-       "      <td>145561f6c5c7a3e6a4a07366457eb3a1edcf2200</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/145561f6c5c7a3e6a4a07366457eb3a1edcf2200</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/145561f6c5c7a3e6a4a07366457eb3a1edcf2200</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>511</th>\n",
-       "      <td>48e676dd09433ba9181d31db3c938b68cbc2c194</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NDhlNjc2ZGQwOTQzM2JhOTE4MWQzMWRiM2M5MzhiNjhjYmMyYzE5NA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2020-09-07T12:08:16Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2020-09-07T12:08:16Z</td>\n",
-       "      <td>Changes for missing MICA genomic sequences</td>\n",
-       "      <td>ee869878737f1d205c3052842d3586a768c39b45</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/ee869878737f1d205c3052842d3586a768c39b45</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/48e676dd09433ba9181d31db3c938b68cbc2c194</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/48e676dd09433ba9181d31db3c938b68cbc2c194</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/48e676dd09433ba9181d31db3c938b68cbc2c194</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/48e676dd09433ba9181d31db3c938b68cbc2c194/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>145561f6c5c7a3e6a4a07366457eb3a1edcf2200</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/145561f6c5c7a3e6a4a07366457eb3a1edcf2200</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/145561f6c5c7a3e6a4a07366457eb3a1edcf2200</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>512</th>\n",
-       "      <td>ea1a723bdac5652aa6407361fd05e814f3a51401</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZWExYTcyM2JkYWM1NjUyYWE2NDA3MzYxZmQwNWU4MTRmM2E1MTQwMQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2020-09-07T13:21:55Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2020-09-07T13:21:55Z</td>\n",
-       "      <td>Merge pull request #232 from ANHIG/3410\\n\\nChanges for missing MICA genomic sequences</td>\n",
-       "      <td>ee869878737f1d205c3052842d3586a768c39b45</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/ee869878737f1d205c3052842d3586a768c39b45</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ea1a723bdac5652aa6407361fd05e814f3a51401</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJfVjPzCRBK7hj4Ov3rIwAAdHIIAGX/s4fj+s6LY9IZSiJgcHau\\nyiR40hM6YG85mnQTeHJ0hxfXoSnxK9wCSXjlypH+C9tsyhdp8a932xazgbmGNPpt\\njlGfrBjtE8MdEBhCA9FPc/xiVWnpYtC4CWAPaxASBKdyw4lnXdAacyHFmsgoMVSP\\nY6hYzGVclmghdBs/Xmx/Bhv2cPBDEjD7tuwM60YLc9tRcB/z2cXTNNa1eVtHEiKG\\ndT+3q+lSrc+Fz8fDGWn7pntG3BQro5dOewXNxdYAdGjyjYe+ijaVFl+SMiLXRljM\\nVbl2mSGaFGqLhaEqpBJweGyvJUsjHbK55Upb+06SaCgqBc54tqT0DOjTlrZu2Oo=\\n=tkOk\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree ee869878737f1d205c3052842d3586a768c39b45\\nparent 60c4ea7496d1133d7f3e146aea13f48c42c50f34\\nparent 48e676dd09433ba9181d31db3c938b68cbc2c194\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1599484915 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1599484915 +0100\\n\\nMerge pull request #232 from ANHIG/3410\\n\\nChanges for missing MICA genomic sequences</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ea1a723bdac5652aa6407361fd05e814f3a51401</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ea1a723bdac5652aa6407361fd05e814f3a51401</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ea1a723bdac5652aa6407361fd05e814f3a51401/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>60c4ea7496d1133d7f3e146aea13f48c42c50f34</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/60c4ea7496d1133d7f3e146aea13f48c42c50f34</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/60c4ea7496d1133d7f3e146aea13f48c42c50f34</td>\n",
-       "      <td>48e676dd09433ba9181d31db3c938b68cbc2c194</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/48e676dd09433ba9181d31db3c938b68cbc2c194</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/48e676dd09433ba9181d31db3c938b68cbc2c194</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>513</th>\n",
-       "      <td>6fdaa17d9183d60ed609197acdd18fea87101931</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NmZkYWExN2Q5MTgzZDYwZWQ2MDkxOTdhY2RkMThmZWE4NzEwMTkzMQ==</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>dominicbarker@anthonynolan.org</td>\n",
-       "      <td>2020-09-07T13:33:01Z</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>dominicbarker@anthonynolan.org</td>\n",
-       "      <td>2020-09-07T13:33:01Z</td>\n",
-       "      <td>Update to dpb-tce-header</td>\n",
-       "      <td>857a28a7dd7a744411f89cb137df7cec661157ee</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/857a28a7dd7a744411f89cb137df7cec661157ee</td>\n",
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-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6fdaa17d9183d60ed609197acdd18fea87101931</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/48e676dd09433ba9181d31db3c938b68cbc2c194</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>514</th>\n",
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-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NTliNWNkYjFkZWUwMjEzNTExMjU2NDU5ZDRmY2RlMTM2NDllZTg4OA==</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
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-       "      <td>2020-09-07T13:35:06Z</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>dominicbarker@anthonynolan.org</td>\n",
-       "      <td>2020-09-07T13:35:06Z</td>\n",
-       "      <td>Updates to DPB-TCE</td>\n",
-       "      <td>5200e61b5b6302b30d292fdc1f7a784851fc890f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/5200e61b5b6302b30d292fdc1f7a784851fc890f</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/59b5cdb1dee0213511256459d4fcde13649ee888</td>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>6fdaa17d9183d60ed609197acdd18fea87101931</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6fdaa17d9183d60ed609197acdd18fea87101931</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6fdaa17d9183d60ed609197acdd18fea87101931</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
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-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>515</th>\n",
-       "      <td>a192c306215ff6657c46c06ac3d8e44fa8b0c237</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YTE5MmMzMDYyMTVmZjY2NTdjNDZjMDZhYzNkOGU0NGZhOGIwYzIzNw==</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>dominicbarker@anthonynolan.org</td>\n",
-       "      <td>2020-09-07T13:38:40Z</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>dominicbarker@anthonynolan.org</td>\n",
-       "      <td>2020-09-07T13:38:40Z</td>\n",
-       "      <td>Updates to DPB-TCE</td>\n",
-       "      <td>81d714a27ee6e5b9d8d31b2fe8bd05202ee8030f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/81d714a27ee6e5b9d8d31b2fe8bd05202ee8030f</td>\n",
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-       "      <td>0</td>\n",
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-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a192c306215ff6657c46c06ac3d8e44fa8b0c237</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a192c306215ff6657c46c06ac3d8e44fa8b0c237</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a192c306215ff6657c46c06ac3d8e44fa8b0c237/comments</td>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>59b5cdb1dee0213511256459d4fcde13649ee888</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/59b5cdb1dee0213511256459d4fcde13649ee888</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/59b5cdb1dee0213511256459d4fcde13649ee888</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>516</th>\n",
-       "      <td>92f2221eac44170043965bf8c2f9abfbe8a3d6fe</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OTJmMjIyMWVhYzQ0MTcwMDQzOTY1YmY4YzJmOWFiZmJlOGEzZDZmZQ==</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
-       "      <td>2020-09-07T13:40:08Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2020-09-07T13:40:08Z</td>\n",
-       "      <td>Merge pull request #233 from ANHIG/3410\\n\\n3410</td>\n",
-       "      <td>81d714a27ee6e5b9d8d31b2fe8bd05202ee8030f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/81d714a27ee6e5b9d8d31b2fe8bd05202ee8030f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/92f2221eac44170043965bf8c2f9abfbe8a3d6fe</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
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-       "      <td>https://github.com/dominicbarkerAN</td>\n",
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-       "    <tr>\n",
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-       "      <td>a70ae889966bc666e5b975669ebfa8937b9bb5f0</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YTcwYWU4ODk5NjZiYzY2NmU1Yjk3NTY2OWViZmE4OTM3YjliYjVmMA==</td>\n",
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-       "      <td>2020-09-11T14:16:14Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2020-09-11T14:16:14Z</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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-       "      <td>False</td>\n",
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-       "      <td>NaN</td>\n",
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-       "      <td>NaN</td>\n",
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-       "    <tr>\n",
-       "      <th>518</th>\n",
-       "      <td>0745da1cf831294fb7682ddbaab8f5e4e71b4d2e</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDc0NWRhMWNmODMxMjk0ZmI3NjgyZGRiYWFiOGY1ZTRlNzFiNGQyZQ==</td>\n",
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-       "      <td>2020-09-11T14:18:59Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2020-09-11T14:18:59Z</td>\n",
-       "      <td>Corrections to feature coordinates of DRB pseudogenes in hla.dat file</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0745da1cf831294fb7682ddbaab8f5e4e71b4d2e</td>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
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-       "      <td>NaN</td>\n",
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-       "    </tr>\n",
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-       "      <th>519</th>\n",
-       "      <td>432ebf6dddf39319f93a984938d160f5fdd86b02</td>\n",
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-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2020-09-11T14:28:00Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2020-09-11T14:28:00Z</td>\n",
-       "      <td>Corrections to feature coordinates of DRB pseudogenes in hla.dat and MICA genomic sequences</td>\n",
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-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/432ebf6dddf39319f93a984938d160f5fdd86b02</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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-       "      <td>jrob119</td>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
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-       "    </tr>\n",
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-       "      <td>2020-09-11T14:32:04Z</td>\n",
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-       "      <td>2020-09-11T14:32:04Z</td>\n",
-       "      <td>Merge pull request #234 from ANHIG/3410\\n\\nCorrections to feature coordinates of DRB pseudogenes in hla.dat and …</td>\n",
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-       "      <td>NaN</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
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-       "      <td>59ed1d6dffcc2787bf974f4ea69092a9072cc184</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NTllZDFkNmRmZmNjMjc4N2JmOTc0ZjRlYTY5MDkyYTkwNzJjYzE4NA==</td>\n",
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-       "      <td>2020-10-15T12:45:32Z</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c40a48a903d50116e537c135e6f852900341dbf8</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c40a48a903d50116e537c135e6f852900341dbf8</td>\n",
-       "      <td>NaN</td>\n",
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-       "      <th>522</th>\n",
-       "      <td>596a5e28098a9b937e947cba3dbf2a4ea866a886</td>\n",
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-       "      <td>2020-10-15T14:43:53Z</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/bad765a6de468421b3eb60fa0b2c3ef138ffa316</td>\n",
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-       "      <td>NaN</td>\n",
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-       "      <th>524</th>\n",
-       "      <td>dc54b50015fcfbb49528748520e0d7f2b2ff2e08</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZGM1NGI1MDAxNWZjZmJiNDk1Mjg3NDg1MjBlMGQ3ZjJiMmZmMmUwOA==</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
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-       "      <td>2020-10-16T06:22:10Z</td>\n",
-       "      <td>GitHub</td>\n",
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-       "      <td>2020-10-16T06:22:10Z</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c436780fea7228df63f493451531be6fd448854e</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c436780fea7228df63f493451531be6fd448854e</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>530</th>\n",
-       "      <td>e435af939c4a776f9cb9309e761a46cbd0043b61</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZTQzNWFmOTM5YzRhNzc2ZjljYjkzMDllNzYxYTQ2Y2JkMDA0M2I2MQ==</td>\n",
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-       "      <td>2020-11-09T15:44:49Z</td>\n",
-       "      <td>GitHub</td>\n",
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-       "      <td>2020-11-09T15:44:49Z</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/4d3db4e3ca478ec58f68e29f4c2550debd5b287d</td>\n",
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-       "      <td>dominicbarkerAN</td>\n",
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-       "      <td>https://github.com/dominicbarkerAN</td>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>531</th>\n",
-       "      <td>171a34d4e648d23f090572086a6ed40794eb0896</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MTcxYTM0ZDRlNjQ4ZDIzZjA5MDU3MjA4NmE2ZWQ0MDc5NGViMDg5Ng==</td>\n",
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-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>dominicbarker@anthonynolan.org</td>\n",
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-       "      <td>Correction of final character for alleles in alignments/E_nuc.txt</td>\n",
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-       "      <td>NaN</td>\n",
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-       "      <td>NaN</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>532</th>\n",
-       "      <td>245fde8dcc535a79f2dfdaeeb1bd2f2804a116e1</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MjQ1ZmRlOGRjYzUzNWE3OWYyZGZkYWVlYjFiZDJmMjgwNGExMTZlMQ==</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
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-       "      <td>2020-11-16T09:53:39Z</td>\n",
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-       "      <td>dominicbarker@anthonynolan.org</td>\n",
-       "      <td>2020-11-16T09:53:39Z</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/245fde8dcc535a79f2dfdaeeb1bd2f2804a116e1</td>\n",
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-       "      <td>NaN</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>533</th>\n",
-       "      <td>41b3364db96b56b6dd596d776385657e9f2d96a2</td>\n",
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-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2020-12-09T10:58:52Z</td>\n",
-       "      <td>Update dpb_tce.csv\\n\\nAdditional TCE assignments included</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/41b3364db96b56b6dd596d776385657e9f2d96a2</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d6c74bdb8f18dc13086d95ff3072af1422b61889</td>\n",
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-       "    <tr>\n",
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-       "      <td>2020-12-09T10:59:31Z</td>\n",
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-       "      <td>2020-12-09T10:59:31Z</td>\n",
-       "      <td>Merge pull request #244 from ANHIG/3420\\n\\nUpdate dpb_tce.csv</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
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-       "      <td>tree 418496a0c6136a95543c9cd34fd96e6ba182d574\\nparent e435af939c4a776f9cb9309e761a46cbd0043b61\\nparent 41b3364db96b56b6dd596d776385657e9f2d96a2\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1607511571 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1607511571 +0000\\n\\nMerge pull request #244 from ANHIG/3420\\n\\nUpdate dpb_tce.csv</td>\n",
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-       "      <td>jrob119</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>e435af939c4a776f9cb9309e761a46cbd0043b61</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e435af939c4a776f9cb9309e761a46cbd0043b61</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e435af939c4a776f9cb9309e761a46cbd0043b61</td>\n",
-       "      <td>41b3364db96b56b6dd596d776385657e9f2d96a2</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/41b3364db96b56b6dd596d776385657e9f2d96a2</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/41b3364db96b56b6dd596d776385657e9f2d96a2</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>535</th>\n",
-       "      <td>5ef0d330953fba1889653b120bdf50d22cc571a7</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NWVmMGQzMzA5NTNmYmExODg5NjUzYjEyMGJkZjUwZDIyY2M1NzFhNw==</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>dominicbarker@anthonynolan.org</td>\n",
-       "      <td>2020-12-16T11:16:00Z</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>dominicbarker@anthonynolan.org</td>\n",
-       "      <td>2020-12-16T11:16:00Z</td>\n",
-       "      <td>Upload of hla.xsd and hla_ambigs.xsd</td>\n",
-       "      <td>e23a616abe415801d3d74851f746b4782a6322a1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/e23a616abe415801d3d74851f746b4782a6322a1</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5ef0d330953fba1889653b120bdf50d22cc571a7</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5ef0d330953fba1889653b120bdf50d22cc571a7</td>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
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-       "      <td>NaN</td>\n",
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-       "      <td>NaN</td>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>41b3364db96b56b6dd596d776385657e9f2d96a2</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/41b3364db96b56b6dd596d776385657e9f2d96a2</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/41b3364db96b56b6dd596d776385657e9f2d96a2</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>536</th>\n",
-       "      <td>c5468c985964935bd9600f8e20380e31be449e2b</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YzU0NjhjOTg1OTY0OTM1YmQ5NjAwZjhlMjAzODBlMzFiZTQ0OWUyYg==</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
-       "      <td>2020-12-16T11:16:26Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2020-12-16T11:16:26Z</td>\n",
-       "      <td>Merge pull request #247 from ANHIG/3420\\n\\nUpload of hla.xsd and hla_ambigs.xsd</td>\n",
-       "      <td>e23a616abe415801d3d74851f746b4782a6322a1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/e23a616abe415801d3d74851f746b4782a6322a1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/c5468c985964935bd9600f8e20380e31be449e2b</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
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-       "      <td>tree e23a616abe415801d3d74851f746b4782a6322a1\\nparent 7486e3f8276e3a8495d2b154495d7a8fa30e57c0\\nparent 5ef0d330953fba1889653b120bdf50d22cc571a7\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1608117386 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1608117386 +0000\\n\\nMerge pull request #247 from ANHIG/3420\\n\\nUpload of hla.xsd and hla_ambigs.xsd</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c5468c985964935bd9600f8e20380e31be449e2b</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c5468c985964935bd9600f8e20380e31be449e2b</td>\n",
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-       "      <td>dominicbarkerAN</td>\n",
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-       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
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-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
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-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
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-       "      <td></td>\n",
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-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>7486e3f8276e3a8495d2b154495d7a8fa30e57c0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7486e3f8276e3a8495d2b154495d7a8fa30e57c0</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7486e3f8276e3a8495d2b154495d7a8fa30e57c0</td>\n",
-       "      <td>5ef0d330953fba1889653b120bdf50d22cc571a7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5ef0d330953fba1889653b120bdf50d22cc571a7</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5ef0d330953fba1889653b120bdf50d22cc571a7</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>537</th>\n",
-       "      <td>204cef7c7591703727291b16cc78cc5e30d710d7</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MjA0Y2VmN2M3NTkxNzAzNzI3MjkxYjE2Y2M3OGNjNWUzMGQ3MTBkNw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2020-12-16T11:31:55Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2020-12-16T11:31:55Z</td>\n",
-       "      <td>hla.xml updated and mssing xsd restored.\\n\\nHLA-MIC designation corrected to just MICA or MICB and missing xsd files restored.</td>\n",
-       "      <td>420803dd6c414bb0ac6eb013c3d5156151a0e0c6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/420803dd6c414bb0ac6eb013c3d5156151a0e0c6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/204cef7c7591703727291b16cc78cc5e30d710d7</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/204cef7c7591703727291b16cc78cc5e30d710d7</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/204cef7c7591703727291b16cc78cc5e30d710d7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/204cef7c7591703727291b16cc78cc5e30d710d7/comments</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td>https://github.com/jrob119</td>\n",
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-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td>https://github.com/jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>0745da1cf831294fb7682ddbaab8f5e4e71b4d2e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0745da1cf831294fb7682ddbaab8f5e4e71b4d2e</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0745da1cf831294fb7682ddbaab8f5e4e71b4d2e</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>538</th>\n",
-       "      <td>9e0c45390d73e4fd10f72b3c6530f2eb68ec6942</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OWUwYzQ1MzkwZDczZTRmZDEwZjcyYjNjNjUzMGYyZWI2OGVjNjk0Mg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2020-12-16T11:36:15Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2020-12-16T11:36:15Z</td>\n",
-       "      <td>hla.xml updated and xsd files restored\\n\\nRemoval of HLA- from MIC gene designations. Missing xsd files restored</td>\n",
-       "      <td>aff44f0c7d4e4c28e784a7770ca45e5570fa06ee</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/aff44f0c7d4e4c28e784a7770ca45e5570fa06ee</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/9e0c45390d73e4fd10f72b3c6530f2eb68ec6942</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9e0c45390d73e4fd10f72b3c6530f2eb68ec6942</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9e0c45390d73e4fd10f72b3c6530f2eb68ec6942</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9e0c45390d73e4fd10f72b3c6530f2eb68ec6942/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>432ebf6dddf39319f93a984938d160f5fdd86b02</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/432ebf6dddf39319f93a984938d160f5fdd86b02</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/432ebf6dddf39319f93a984938d160f5fdd86b02</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>539</th>\n",
-       "      <td>e9eb52c8016d15233e9c70537d830181bc28fec5</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZTllYjUyYzgwMTZkMTUyMzNlOWM3MDUzN2Q4MzAxODFiYzI4ZmVjNQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2020-12-16T11:37:50Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2020-12-16T11:37:50Z</td>\n",
-       "      <td>Update hla.xml.zip\\n\\nRemoval of HLA- from MIC gene designations</td>\n",
-       "      <td>e84c4b41ca146f946001687b463bfe0af1776267</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/e84c4b41ca146f946001687b463bfe0af1776267</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/e9eb52c8016d15233e9c70537d830181bc28fec5</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e9eb52c8016d15233e9c70537d830181bc28fec5</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e9eb52c8016d15233e9c70537d830181bc28fec5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e9eb52c8016d15233e9c70537d830181bc28fec5/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>5ef0d330953fba1889653b120bdf50d22cc571a7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5ef0d330953fba1889653b120bdf50d22cc571a7</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5ef0d330953fba1889653b120bdf50d22cc571a7</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>540</th>\n",
-       "      <td>a02389393dbd06e2e936d7d2438ef7e48fb969d9</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YTAyMzg5MzkzZGJkMDZlMmU5MzZkN2QyNDM4ZWY3ZTQ4ZmI5NjlkOQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2020-12-16T11:39:46Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2020-12-16T11:39:46Z</td>\n",
-       "      <td>Merge pull request #248 from ANHIG/3420\\n\\nUpdate hla.xml.zip</td>\n",
-       "      <td>e84c4b41ca146f946001687b463bfe0af1776267</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/e84c4b41ca146f946001687b463bfe0af1776267</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/a02389393dbd06e2e936d7d2438ef7e48fb969d9</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
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-       "      <td>tree e84c4b41ca146f946001687b463bfe0af1776267\\nparent c5468c985964935bd9600f8e20380e31be449e2b\\nparent e9eb52c8016d15233e9c70537d830181bc28fec5\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1608118786 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1608118786 +0000\\n\\nMerge pull request #248 from ANHIG/3420\\n\\nUpdate hla.xml.zip</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a02389393dbd06e2e936d7d2438ef7e48fb969d9</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a02389393dbd06e2e936d7d2438ef7e48fb969d9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a02389393dbd06e2e936d7d2438ef7e48fb969d9/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>c5468c985964935bd9600f8e20380e31be449e2b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c5468c985964935bd9600f8e20380e31be449e2b</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c5468c985964935bd9600f8e20380e31be449e2b</td>\n",
-       "      <td>e9eb52c8016d15233e9c70537d830181bc28fec5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e9eb52c8016d15233e9c70537d830181bc28fec5</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e9eb52c8016d15233e9c70537d830181bc28fec5</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>541</th>\n",
-       "      <td>441eeff3a9fca4934fc9cf54e2e4a914bb43ef10</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NDQxZWVmZjNhOWZjYTQ5MzRmYzljZjU0ZTJlNGE5MTRiYjQzZWYxMA==</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>dominicbarker@anthonynolan.org</td>\n",
-       "      <td>2021-01-18T14:51:08Z</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>dominicbarker@anthonynolan.org</td>\n",
-       "      <td>2021-01-18T14:51:08Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.43.0</td>\n",
-       "      <td>1aa7aae14d7c25ab89c12856eb7a7456d687aad3</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/1aa7aae14d7c25ab89c12856eb7a7456d687aad3</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/441eeff3a9fca4934fc9cf54e2e4a914bb43ef10</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/441eeff3a9fca4934fc9cf54e2e4a914bb43ef10</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/441eeff3a9fca4934fc9cf54e2e4a914bb43ef10</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/441eeff3a9fca4934fc9cf54e2e4a914bb43ef10/comments</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>a02389393dbd06e2e936d7d2438ef7e48fb969d9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a02389393dbd06e2e936d7d2438ef7e48fb969d9</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a02389393dbd06e2e936d7d2438ef7e48fb969d9</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>542</th>\n",
-       "      <td>67c8be545d4483ac34f86fdd57f09135a4820be6</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NjdjOGJlNTQ1ZDQ0ODNhYzM0Zjg2ZmRkNTdmMDkxMzVhNDgyMGJlNg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2021-01-18T15:02:25Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2021-01-18T15:02:25Z</td>\n",
-       "      <td>Update README.md</td>\n",
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-       "      <td>2021-02-03T16:10:25Z</td>\n",
-       "      <td>Misc fixes\\n\\nCorrection to G group names which contaion expression characters, removal of erroneous lines from rel_dna_ser.txt file and restoration of DRB1*01:02:01:03 genomic sequence to genomic text alignment.</td>\n",
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-       "      <td></td>\n",
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-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>0fe7efb1a6217accb8d53cbb17a633f406459fbb</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0fe7efb1a6217accb8d53cbb17a633f406459fbb</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0fe7efb1a6217accb8d53cbb17a633f406459fbb</td>\n",
-       "      <td>5df8b7ecec0e249df5485dd622efed8b35758540</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5df8b7ecec0e249df5485dd622efed8b35758540</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5df8b7ecec0e249df5485dd622efed8b35758540</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>554</th>\n",
-       "      <td>3066954597d739b4aba34d474b2e0f6a8b818714</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MzA2Njk1NDU5N2Q3MzliNGFiYTM0ZDQ3NGIyZTBmNmE4YjgxODcxNA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-02-10T12:05:39Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-02-10T12:05:39Z</td>\n",
-       "      <td>Addition of IHIW HML References\\n\\nAddition of files for IHIW HML References</td>\n",
-       "      <td>115e399c154986cb2ee5011e1324b960a07d86b8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/115e399c154986cb2ee5011e1324b960a07d86b8</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3066954597d739b4aba34d474b2e0f6a8b818714</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3066954597d739b4aba34d474b2e0f6a8b818714/comments</td>\n",
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-       "      <td>https://api.github.com/users/jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>83b4e1cc168c66466a246f63da7b62b42d412110</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/83b4e1cc168c66466a246f63da7b62b42d412110</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/83b4e1cc168c66466a246f63da7b62b42d412110</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>555</th>\n",
-       "      <td>82edfc44b8b1671ece57d88953f7350ea8837237</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ODJlZGZjNDRiOGIxNjcxZWNlNTdkODg5NTNmNzM1MGVhODgzNzIzNw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-02-10T12:06:58Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-02-10T12:06:58Z</td>\n",
-       "      <td>Addition of IHIW HML References</td>\n",
-       "      <td>12217d8a5723f2b9194a757556ef56c8edfecd55</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/12217d8a5723f2b9194a757556ef56c8edfecd55</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/82edfc44b8b1671ece57d88953f7350ea8837237</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/82edfc44b8b1671ece57d88953f7350ea8837237</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/82edfc44b8b1671ece57d88953f7350ea8837237/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>fdfbacb192894a95177245e08264d591d3980725</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fdfbacb192894a95177245e08264d591d3980725</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/fdfbacb192894a95177245e08264d591d3980725</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>556</th>\n",
-       "      <td>096377bad78018607072daf7c94e7eb90ae17af8</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MDk2Mzc3YmFkNzgwMTg2MDcwNzJkYWY3Yzk0ZTdlYjkwYWUxN2FmOA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-02-10T12:07:44Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-02-10T12:07:44Z</td>\n",
-       "      <td>Addition of IHIW HML References</td>\n",
-       "      <td>30e21e7864412f086ed5514fbe03d6d3cac2463f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/30e21e7864412f086ed5514fbe03d6d3cac2463f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/096377bad78018607072daf7c94e7eb90ae17af8</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/096377bad78018607072daf7c94e7eb90ae17af8</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/096377bad78018607072daf7c94e7eb90ae17af8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/096377bad78018607072daf7c94e7eb90ae17af8/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
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-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>4a543c59a2e838e82fb9e2388670552e96b565ac</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4a543c59a2e838e82fb9e2388670552e96b565ac</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4a543c59a2e838e82fb9e2388670552e96b565ac</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>557</th>\n",
-       "      <td>2d5d09066a8ad1fdc195c925bddbe95491fb1e58</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MmQ1ZDA5MDY2YThhZDFmZGMxOTVjOTI1YmRkYmU5NTQ5MWZiMWU1OA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-02-10T12:10:42Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-02-10T12:10:42Z</td>\n",
-       "      <td>Addition of IHIW HML References</td>\n",
-       "      <td>eb1b3d33a86062694a36d1365d7a00267129ea72</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/eb1b3d33a86062694a36d1365d7a00267129ea72</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/2d5d09066a8ad1fdc195c925bddbe95491fb1e58</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2d5d09066a8ad1fdc195c925bddbe95491fb1e58</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2d5d09066a8ad1fdc195c925bddbe95491fb1e58</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2d5d09066a8ad1fdc195c925bddbe95491fb1e58/comments</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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-       "    <tr>\n",
-       "      <th>562</th>\n",
-       "      <td>0fcb4ad38ea898053916e60f8c55ea86efcff3db</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MGZjYjRhZDM4ZWE4OTgwNTM5MTZlNjBmOGM1NWVhODZlZmNmZjNkYg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-02-26T12:04:54Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-02-26T12:04:54Z</td>\n",
-       "      <td>Update README.md</td>\n",
-       "      <td>fb47284dade2644325b353eb3e6c55bea909b7a5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/fb47284dade2644325b353eb3e6c55bea909b7a5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/0fcb4ad38ea898053916e60f8c55ea86efcff3db</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0fcb4ad38ea898053916e60f8c55ea86efcff3db</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0fcb4ad38ea898053916e60f8c55ea86efcff3db</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0fcb4ad38ea898053916e60f8c55ea86efcff3db/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>096377bad78018607072daf7c94e7eb90ae17af8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/096377bad78018607072daf7c94e7eb90ae17af8</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/096377bad78018607072daf7c94e7eb90ae17af8</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>563</th>\n",
-       "      <td>228082acf94115319c60d50d8909d4e1cb88c557</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MjI4MDgyYWNmOTQxMTUzMTljNjBkNTBkODkwOWQ0ZTFjYjg4YzU1Nw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-02-26T12:05:27Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-02-26T12:05:27Z</td>\n",
-       "      <td>Update README.md</td>\n",
-       "      <td>4ec8586a2dbc1f2876dad3f9060c3cb8f8e52bfa</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/4ec8586a2dbc1f2876dad3f9060c3cb8f8e52bfa</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/228082acf94115319c60d50d8909d4e1cb88c557</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/228082acf94115319c60d50d8909d4e1cb88c557</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/228082acf94115319c60d50d8909d4e1cb88c557</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/228082acf94115319c60d50d8909d4e1cb88c557/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>2d5d09066a8ad1fdc195c925bddbe95491fb1e58</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2d5d09066a8ad1fdc195c925bddbe95491fb1e58</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2d5d09066a8ad1fdc195c925bddbe95491fb1e58</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>564</th>\n",
-       "      <td>e3efe8773f959910461fc3bbf9b49c57c97de27a</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZTNlZmU4NzczZjk1OTkxMDQ2MWZjM2JiZjliNDljNTdjOTdkZTI3YQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-02-26T12:08:17Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-02-26T12:08:17Z</td>\n",
-       "      <td>Addition of IHIW HML References\\n\\nAddition of files for IHIW HML References</td>\n",
-       "      <td>aaba8c4f0cc4a30d791f1497e295f2c36a35b029</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/aaba8c4f0cc4a30d791f1497e295f2c36a35b029</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/e3efe8773f959910461fc3bbf9b49c57c97de27a</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e3efe8773f959910461fc3bbf9b49c57c97de27a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e3efe8773f959910461fc3bbf9b49c57c97de27a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e3efe8773f959910461fc3bbf9b49c57c97de27a/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>3b1848614de19ad87a66436350f5a3161ee61188</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3b1848614de19ad87a66436350f5a3161ee61188</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3b1848614de19ad87a66436350f5a3161ee61188</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>565</th>\n",
-       "      <td>affd79f76b7ccb76cd6e0305bd417cf1ceda94c6</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YWZmZDc5Zjc2YjdjY2I3NmNkNmUwMzA1YmQ0MTdjZjFjZWRhOTRjNg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-02-26T12:12:07Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-02-26T12:12:07Z</td>\n",
-       "      <td>Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References</td>\n",
-       "      <td>1907528e38e7a5bf9f6ce2fa8f1ccfbf03202ba6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/1907528e38e7a5bf9f6ce2fa8f1ccfbf03202ba6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/affd79f76b7ccb76cd6e0305bd417cf1ceda94c6</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/affd79f76b7ccb76cd6e0305bd417cf1ceda94c6</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/affd79f76b7ccb76cd6e0305bd417cf1ceda94c6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/affd79f76b7ccb76cd6e0305bd417cf1ceda94c6/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>8d0a251d1fd75d178eac597094d0508f8e1024b9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8d0a251d1fd75d178eac597094d0508f8e1024b9</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8d0a251d1fd75d178eac597094d0508f8e1024b9</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>566</th>\n",
-       "      <td>d146942a21ba93007cadd23d4f2c2035fa783142</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZDE0Njk0MmEyMWJhOTMwMDdjYWRkMjNkNGYyYzIwMzVmYTc4MzE0Mg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-02-26T12:12:59Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-02-26T12:12:59Z</td>\n",
-       "      <td>Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References</td>\n",
-       "      <td>a3a6a2bd94835ca178c0a133584321bd793cd902</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/a3a6a2bd94835ca178c0a133584321bd793cd902</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/d146942a21ba93007cadd23d4f2c2035fa783142</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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-       "      <td>False</td>\n",
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-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b0bc79bb688f79a9c44fbb58923cdb3215cb9bc6</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>567</th>\n",
-       "      <td>7d2a5e215a986441ef272144bf4a009134df7ce9</td>\n",
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-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-02-26T12:15:38Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-02-26T12:15:38Z</td>\n",
-       "      <td>Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References</td>\n",
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-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7d2a5e215a986441ef272144bf4a009134df7ce9</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
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-       "      <td>jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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-       "      <td>False</td>\n",
-       "      <td>f0d17a6dfbdbbb3d65562d674386340b1ae778f9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f0d17a6dfbdbbb3d65562d674386340b1ae778f9</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f0d17a6dfbdbbb3d65562d674386340b1ae778f9</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>568</th>\n",
-       "      <td>4cfdfe0df5bd5a0eba050ab8d022b0517119cd8d</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NGNmZGZlMGRmNWJkNWEwZWJhMDUwYWI4ZDAyMmIwNTE3MTE5Y2Q4ZA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-02-26T12:16:14Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-02-26T12:16:14Z</td>\n",
-       "      <td>Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4cfdfe0df5bd5a0eba050ab8d022b0517119cd8d</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4cfdfe0df5bd5a0eba050ab8d022b0517119cd8d/comments</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>e3efe8773f959910461fc3bbf9b49c57c97de27a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e3efe8773f959910461fc3bbf9b49c57c97de27a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e3efe8773f959910461fc3bbf9b49c57c97de27a</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>569</th>\n",
-       "      <td>659eb8ff27ca443cfab75fc16cb6a2d100bd8430</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NjU5ZWI4ZmYyN2NhNDQzY2ZhYjc1ZmMxNmNiNmEyZDEwMGJkODQzMA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-02-26T12:17:01Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-02-26T12:17:01Z</td>\n",
-       "      <td>Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References</td>\n",
-       "      <td>a0a3603d332ae0df9ef4258ac2516f76e9836957</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/a0a3603d332ae0df9ef4258ac2516f76e9836957</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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-       "      <td>jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>f2472aaf572658757a7fc2b0132fcc85fbfe02c1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f2472aaf572658757a7fc2b0132fcc85fbfe02c1</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f2472aaf572658757a7fc2b0132fcc85fbfe02c1</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>570</th>\n",
-       "      <td>193d738ff05632b2a2f301bf08d4d9772b1837ec</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MTkzZDczOGZmMDU2MzJiMmEyZjMwMWJmMDhkNGQ5NzcyYjE4MzdlYw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-02-26T12:18:23Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-02-26T12:18:23Z</td>\n",
-       "      <td>Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References</td>\n",
-       "      <td>9b1227901f5ff8be4f54ba8b12cfa5346093d1d5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/9b1227901f5ff8be4f54ba8b12cfa5346093d1d5</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/193d738ff05632b2a2f301bf08d4d9772b1837ec</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/193d738ff05632b2a2f301bf08d4d9772b1837ec</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>62034dec31973902cdbad9dde49d215016520b5e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/62034dec31973902cdbad9dde49d215016520b5e</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/62034dec31973902cdbad9dde49d215016520b5e</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>571</th>\n",
-       "      <td>e0a0d054dd9a1afc60adc54381802dae2e09d4d3</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZTBhMGQwNTRkZDlhMWFmYzYwYWRjNTQzODE4MDJkYWUyZTA5ZDRkMw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-02-26T12:20:59Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-02-26T12:20:59Z</td>\n",
-       "      <td>Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References</td>\n",
-       "      <td>cbb44e27f5b8fc4e0148e546e762027926c44d9e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/cbb44e27f5b8fc4e0148e546e762027926c44d9e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/e0a0d054dd9a1afc60adc54381802dae2e09d4d3</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e0a0d054dd9a1afc60adc54381802dae2e09d4d3</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e0a0d054dd9a1afc60adc54381802dae2e09d4d3</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e0a0d054dd9a1afc60adc54381802dae2e09d4d3/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>9926a70c8d463929ee5e38b4b6aa2284ba07da9f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9926a70c8d463929ee5e38b4b6aa2284ba07da9f</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9926a70c8d463929ee5e38b4b6aa2284ba07da9f</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>572</th>\n",
-       "      <td>bf1169414b835f506f3a3bcfed4c8856d9213bbb</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YmYxMTY5NDE0YjgzNWY1MDZmM2EzYmNmZWQ0Yzg4NTZkOTIxM2JiYg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-02-26T12:22:22Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-02-26T12:22:22Z</td>\n",
-       "      <td>Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References</td>\n",
-       "      <td>5d57c190022d8d93eaa39c42f3fec9536c4dded6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/5d57c190022d8d93eaa39c42f3fec9536c4dded6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/bf1169414b835f506f3a3bcfed4c8856d9213bbb</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bf1169414b835f506f3a3bcfed4c8856d9213bbb</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/bf1169414b835f506f3a3bcfed4c8856d9213bbb</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bf1169414b835f506f3a3bcfed4c8856d9213bbb/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>3e3c49d94aaf2e36c77f06f1eff455b9ec196f84</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3e3c49d94aaf2e36c77f06f1eff455b9ec196f84</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3e3c49d94aaf2e36c77f06f1eff455b9ec196f84</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>573</th>\n",
-       "      <td>da6660011ed13b30e8e32e0b7eb6b99cdb518fb3</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZGE2NjYwMDExZWQxM2IzMGU4ZTMyZTBiN2ViNmI5OWNkYjUxOGZiMw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-02-26T12:23:43Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-02-26T12:23:43Z</td>\n",
-       "      <td>Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References</td>\n",
-       "      <td>7285d9e11157460f62671482f8417426b47823d7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/7285d9e11157460f62671482f8417426b47823d7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/da6660011ed13b30e8e32e0b7eb6b99cdb518fb3</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/da6660011ed13b30e8e32e0b7eb6b99cdb518fb3</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/da6660011ed13b30e8e32e0b7eb6b99cdb518fb3</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/da6660011ed13b30e8e32e0b7eb6b99cdb518fb3/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>054dac767e3513fed7ced0639fc67dd371b4bd28</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/054dac767e3513fed7ced0639fc67dd371b4bd28</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/054dac767e3513fed7ced0639fc67dd371b4bd28</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>574</th>\n",
-       "      <td>9e470184929001d566cbe593656b2c4b13aa1624</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OWU0NzAxODQ5MjkwMDFkNTY2Y2JlNTkzNjU2YjJjNGIxM2FhMTYyNA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-02-26T12:25:16Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-02-26T12:25:16Z</td>\n",
-       "      <td>Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References</td>\n",
-       "      <td>bf3c5851b8b07e49fbefa7ee569ce515e9d24369</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/bf3c5851b8b07e49fbefa7ee569ce515e9d24369</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/9e470184929001d566cbe593656b2c4b13aa1624</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9e470184929001d566cbe593656b2c4b13aa1624</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9e470184929001d566cbe593656b2c4b13aa1624</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9e470184929001d566cbe593656b2c4b13aa1624/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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-       "      <td>False</td>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>575</th>\n",
-       "      <td>fc0134c3516e01032a32997d037b3ba296e26221</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZmMwMTM0YzM1MTZlMDEwMzJhMzI5OTdkMDM3YjNiYTI5NmUyNjIyMQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-02-26T12:26:35Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-02-26T12:26:35Z</td>\n",
-       "      <td>Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References</td>\n",
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-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fc0134c3516e01032a32997d037b3ba296e26221</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>204cef7c7591703727291b16cc78cc5e30d710d7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/204cef7c7591703727291b16cc78cc5e30d710d7</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/204cef7c7591703727291b16cc78cc5e30d710d7</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>576</th>\n",
-       "      <td>965b82561d82c5d347fd10c77245dcd8691ba119</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OTY1YjgyNTYxZDgyYzVkMzQ3ZmQxMGM3NzI0NWRjZDg2OTFiYTExOQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-02-26T12:27:59Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-02-26T12:27:59Z</td>\n",
-       "      <td>Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/965b82561d82c5d347fd10c77245dcd8691ba119</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/965b82561d82c5d347fd10c77245dcd8691ba119</td>\n",
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-       "      <td>jrob119</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>9e0c45390d73e4fd10f72b3c6530f2eb68ec6942</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9e0c45390d73e4fd10f72b3c6530f2eb68ec6942</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9e0c45390d73e4fd10f72b3c6530f2eb68ec6942</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>577</th>\n",
-       "      <td>da01a2c4317137aea8d1f8c431af57ea9cbf5fcd</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZGEwMWEyYzQzMTcxMzdhZWE4ZDFmOGM0MzFhZjU3ZWE5Y2JmNWZjZA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-02-26T12:28:45Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-02-26T12:28:45Z</td>\n",
-       "      <td>Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References</td>\n",
-       "      <td>e68f25d9726cdc3fab709da958a0c286d165ec9f</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/da01a2c4317137aea8d1f8c431af57ea9cbf5fcd</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/da01a2c4317137aea8d1f8c431af57ea9cbf5fcd</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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-       "      <td>e9eb52c8016d15233e9c70537d830181bc28fec5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e9eb52c8016d15233e9c70537d830181bc28fec5</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e9eb52c8016d15233e9c70537d830181bc28fec5</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>578</th>\n",
-       "      <td>d531c3422f806634d35d611b0296b6a34815c4e7</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZDUzMWMzNDIyZjgwNjYzNGQzNWQ2MTFiMDI5NmI2YTM0ODE1YzRlNw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-02-26T12:30:20Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-02-26T12:30:20Z</td>\n",
-       "      <td>Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References</td>\n",
-       "      <td>a233bce48bd41ef94bda40f22e09267394e506e3</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/a233bce48bd41ef94bda40f22e09267394e506e3</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d531c3422f806634d35d611b0296b6a34815c4e7</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
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-       "      <td>False</td>\n",
-       "      <td>a65fcca04e51ba8a9d48d2ee676be1de7ff01746</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a65fcca04e51ba8a9d48d2ee676be1de7ff01746</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a65fcca04e51ba8a9d48d2ee676be1de7ff01746</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>579</th>\n",
-       "      <td>b9174859384269ff9eeadcab12762d38c56aef36</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YjkxNzQ4NTkzODQyNjlmZjllZWFkY2FiMTI3NjJkMzhjNTZhZWYzNg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-03-03T08:43:31Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-03-03T08:43:31Z</td>\n",
-       "      <td>Moving to hml subdir in ihiw</td>\n",
-       "      <td>964a42aef28b6e5eb2752462b71976f197a86b40</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/964a42aef28b6e5eb2752462b71976f197a86b40</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/b9174859384269ff9eeadcab12762d38c56aef36</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b9174859384269ff9eeadcab12762d38c56aef36</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b9174859384269ff9eeadcab12762d38c56aef36</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b9174859384269ff9eeadcab12762d38c56aef36/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>da01a2c4317137aea8d1f8c431af57ea9cbf5fcd</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/da01a2c4317137aea8d1f8c431af57ea9cbf5fcd</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/da01a2c4317137aea8d1f8c431af57ea9cbf5fcd</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>580</th>\n",
-       "      <td>c406294628d2e1db4d2656fe60eb7e0f5e2efab7</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YzQwNjI5NDYyOGQyZTFkYjRkMjY1NmZlNjBlYjdlMGY1ZTJlZmFiNw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-03-03T08:44:11Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-03-03T08:44:11Z</td>\n",
-       "      <td>Moving to hml subdir in ihiw</td>\n",
-       "      <td>abc1a0a489bb459556910bd11377845adc82bfd8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/abc1a0a489bb459556910bd11377845adc82bfd8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/c406294628d2e1db4d2656fe60eb7e0f5e2efab7</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c406294628d2e1db4d2656fe60eb7e0f5e2efab7</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c406294628d2e1db4d2656fe60eb7e0f5e2efab7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c406294628d2e1db4d2656fe60eb7e0f5e2efab7/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>965b82561d82c5d347fd10c77245dcd8691ba119</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/965b82561d82c5d347fd10c77245dcd8691ba119</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/965b82561d82c5d347fd10c77245dcd8691ba119</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>581</th>\n",
-       "      <td>c37267e1ee355c619a3058da5a7135e19e6522de</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YzM3MjY3ZTFlZTM1NWM2MTlhMzA1OGRhNWE3MTM1ZTE5ZTY1MjJkZQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-03-03T08:44:58Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-03-03T08:44:58Z</td>\n",
-       "      <td>Moving to hml subdir in ihiw</td>\n",
-       "      <td>486270e19b03dd6741f2345504c6dd8aabf3ec80</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/486270e19b03dd6741f2345504c6dd8aabf3ec80</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/c37267e1ee355c619a3058da5a7135e19e6522de</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c37267e1ee355c619a3058da5a7135e19e6522de</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c37267e1ee355c619a3058da5a7135e19e6522de</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c37267e1ee355c619a3058da5a7135e19e6522de/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>d531c3422f806634d35d611b0296b6a34815c4e7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d531c3422f806634d35d611b0296b6a34815c4e7</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d531c3422f806634d35d611b0296b6a34815c4e7</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>582</th>\n",
-       "      <td>98cba1c4e5e8e18b5f355121d6ad84b2836a9c40</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OThjYmExYzRlNWU4ZTE4YjVmMzU1MTIxZDZhZDg0YjI4MzZhOWM0MA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-03-03T08:45:32Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-03-03T08:45:32Z</td>\n",
-       "      <td>Moving to hml subdir in ihiw</td>\n",
-       "      <td>9bc8140c3a55a57535d19ba0ea8bb4134332600b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/9bc8140c3a55a57535d19ba0ea8bb4134332600b</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/98cba1c4e5e8e18b5f355121d6ad84b2836a9c40</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/98cba1c4e5e8e18b5f355121d6ad84b2836a9c40</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/98cba1c4e5e8e18b5f355121d6ad84b2836a9c40</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/98cba1c4e5e8e18b5f355121d6ad84b2836a9c40/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>fc0134c3516e01032a32997d037b3ba296e26221</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/fc0134c3516e01032a32997d037b3ba296e26221</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/fc0134c3516e01032a32997d037b3ba296e26221</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>583</th>\n",
-       "      <td>734690c08be5b5d00193e2307125e669a1e3334f</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NzM0NjkwYzA4YmU1YjVkMDAxOTNlMjMwNzEyNWU2NjlhMWUzMzM0Zg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-03-03T08:46:04Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-03-03T08:46:04Z</td>\n",
-       "      <td>Moving to hml subdir in ihiw</td>\n",
-       "      <td>8fdd0e687f81f1cf0aa670eedfcde26effc7622d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/8fdd0e687f81f1cf0aa670eedfcde26effc7622d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/734690c08be5b5d00193e2307125e669a1e3334f</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/734690c08be5b5d00193e2307125e669a1e3334f</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/734690c08be5b5d00193e2307125e669a1e3334f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/734690c08be5b5d00193e2307125e669a1e3334f/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>9e470184929001d566cbe593656b2c4b13aa1624</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9e470184929001d566cbe593656b2c4b13aa1624</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9e470184929001d566cbe593656b2c4b13aa1624</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>584</th>\n",
-       "      <td>d3955683782369078d9d9137d6a0968adae23a92</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZDM5NTU2ODM3ODIzNjkwNzhkOWQ5MTM3ZDZhMDk2OGFkYWUyM2E5Mg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-03-03T08:46:31Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-03-03T08:46:31Z</td>\n",
-       "      <td>Moving to hml subdir in ihiw</td>\n",
-       "      <td>d9f4f83043761df82718ae3bf9ec33b6b0910508</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/d9f4f83043761df82718ae3bf9ec33b6b0910508</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/d3955683782369078d9d9137d6a0968adae23a92</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d3955683782369078d9d9137d6a0968adae23a92</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d3955683782369078d9d9137d6a0968adae23a92</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d3955683782369078d9d9137d6a0968adae23a92/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>da6660011ed13b30e8e32e0b7eb6b99cdb518fb3</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/da6660011ed13b30e8e32e0b7eb6b99cdb518fb3</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/da6660011ed13b30e8e32e0b7eb6b99cdb518fb3</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>585</th>\n",
-       "      <td>4c423f90eeef8e5616057c72f50fee5c412bbf23</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NGM0MjNmOTBlZWVmOGU1NjE2MDU3YzcyZjUwZmVlNWM0MTJiYmYyMw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-03-03T08:47:43Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-03-03T08:47:43Z</td>\n",
-       "      <td>Moving to hml subdir in ihiw</td>\n",
-       "      <td>a03944caad8e0b830009e6d1a14dd44234fd15ae</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/a03944caad8e0b830009e6d1a14dd44234fd15ae</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/4c423f90eeef8e5616057c72f50fee5c412bbf23</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4c423f90eeef8e5616057c72f50fee5c412bbf23</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4c423f90eeef8e5616057c72f50fee5c412bbf23</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4c423f90eeef8e5616057c72f50fee5c412bbf23/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>bf1169414b835f506f3a3bcfed4c8856d9213bbb</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/bf1169414b835f506f3a3bcfed4c8856d9213bbb</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/bf1169414b835f506f3a3bcfed4c8856d9213bbb</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>586</th>\n",
-       "      <td>4c95ab3a721f3f9664bb68e51225ddf11e46e315</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NGM5NWFiM2E3MjFmM2Y5NjY0YmI2OGU1MTIyNWRkZjExZTQ2ZTMxNQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-03-03T08:48:43Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-03-03T08:48:43Z</td>\n",
-       "      <td>Moving to hml subdir in ihiw</td>\n",
-       "      <td>a074be187a8126465df36672d0212570d4fe0e4a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/a074be187a8126465df36672d0212570d4fe0e4a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/4c95ab3a721f3f9664bb68e51225ddf11e46e315</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4c95ab3a721f3f9664bb68e51225ddf11e46e315</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4c95ab3a721f3f9664bb68e51225ddf11e46e315</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4c95ab3a721f3f9664bb68e51225ddf11e46e315/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>e0a0d054dd9a1afc60adc54381802dae2e09d4d3</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e0a0d054dd9a1afc60adc54381802dae2e09d4d3</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e0a0d054dd9a1afc60adc54381802dae2e09d4d3</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>587</th>\n",
-       "      <td>870e39341592de0113c530f471098490a246ac24</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ODcwZTM5MzQxNTkyZGUwMTEzYzUzMGY0NzEwOTg0OTBhMjQ2YWMyNA==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-03-03T08:49:19Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-03-03T08:49:19Z</td>\n",
-       "      <td>Moving to hml subdir in ihiw</td>\n",
-       "      <td>4540e3e294ed83cf1f49ecf3514804de54fb7a23</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/4540e3e294ed83cf1f49ecf3514804de54fb7a23</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/870e39341592de0113c530f471098490a246ac24</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/870e39341592de0113c530f471098490a246ac24</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/870e39341592de0113c530f471098490a246ac24</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/870e39341592de0113c530f471098490a246ac24/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>193d738ff05632b2a2f301bf08d4d9772b1837ec</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/193d738ff05632b2a2f301bf08d4d9772b1837ec</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/193d738ff05632b2a2f301bf08d4d9772b1837ec</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>588</th>\n",
-       "      <td>ce483229eac6fd693d73cd96c0c14a898b0ee257</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6Y2U0ODMyMjllYWM2ZmQ2OTNkNzNjZDk2YzBjMTRhODk4YjBlZTI1Nw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-03-03T08:50:16Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-03-03T08:50:16Z</td>\n",
-       "      <td>Moving to hml subdir in ihiw</td>\n",
-       "      <td>9081854bfd51831a2b99b0e685aa76d1c27a7cdf</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/9081854bfd51831a2b99b0e685aa76d1c27a7cdf</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ce483229eac6fd693d73cd96c0c14a898b0ee257</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ce483229eac6fd693d73cd96c0c14a898b0ee257</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ce483229eac6fd693d73cd96c0c14a898b0ee257</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ce483229eac6fd693d73cd96c0c14a898b0ee257/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>659eb8ff27ca443cfab75fc16cb6a2d100bd8430</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/659eb8ff27ca443cfab75fc16cb6a2d100bd8430</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/659eb8ff27ca443cfab75fc16cb6a2d100bd8430</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>589</th>\n",
-       "      <td>e5198e0f0cb97456678856a60a13e87581e39966</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZTUxOThlMGYwY2I5NzQ1NjY3ODg1NmE2MGExM2U4NzU4MWUzOTk2Ng==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-03-03T08:50:45Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-03-03T08:50:45Z</td>\n",
-       "      <td>Moving to hml subdir in ihiw</td>\n",
-       "      <td>5a7baddd6451249f1b9b6317a7c14bb07da091dd</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/5a7baddd6451249f1b9b6317a7c14bb07da091dd</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/e5198e0f0cb97456678856a60a13e87581e39966</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e5198e0f0cb97456678856a60a13e87581e39966</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e5198e0f0cb97456678856a60a13e87581e39966</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e5198e0f0cb97456678856a60a13e87581e39966/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>4cfdfe0df5bd5a0eba050ab8d022b0517119cd8d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4cfdfe0df5bd5a0eba050ab8d022b0517119cd8d</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4cfdfe0df5bd5a0eba050ab8d022b0517119cd8d</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>590</th>\n",
-       "      <td>63bd2a16920933caed1bcc2489913ad1a52d9c55</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NjNiZDJhMTY5MjA5MzNjYWVkMWJjYzI0ODk5MTNhZDFhNTJkOWM1NQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-03-03T08:51:17Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-03-03T08:51:17Z</td>\n",
-       "      <td>Moving to hml subdir in ihiw</td>\n",
-       "      <td>ac7e07f021601615733b7097fad0aa99bb98d1a4</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/ac7e07f021601615733b7097fad0aa99bb98d1a4</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/63bd2a16920933caed1bcc2489913ad1a52d9c55</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/63bd2a16920933caed1bcc2489913ad1a52d9c55</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/63bd2a16920933caed1bcc2489913ad1a52d9c55</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/63bd2a16920933caed1bcc2489913ad1a52d9c55/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>d146942a21ba93007cadd23d4f2c2035fa783142</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d146942a21ba93007cadd23d4f2c2035fa783142</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d146942a21ba93007cadd23d4f2c2035fa783142</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>591</th>\n",
-       "      <td>25ca5b9aeaad82db223c11bc058ba2b66ca996bb</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MjVjYTViOWFlYWFkODJkYjIyM2MxMWJjMDU4YmEyYjY2Y2E5OTZiYg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-03-03T08:51:55Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-03-03T08:51:55Z</td>\n",
-       "      <td>Moving to hml subdir in ihiw</td>\n",
-       "      <td>1059c2f19d73f985f843d2fd11648cf10e1c35f5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/1059c2f19d73f985f843d2fd11648cf10e1c35f5</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/25ca5b9aeaad82db223c11bc058ba2b66ca996bb</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/25ca5b9aeaad82db223c11bc058ba2b66ca996bb</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/25ca5b9aeaad82db223c11bc058ba2b66ca996bb</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/25ca5b9aeaad82db223c11bc058ba2b66ca996bb/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>affd79f76b7ccb76cd6e0305bd417cf1ceda94c6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/affd79f76b7ccb76cd6e0305bd417cf1ceda94c6</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/affd79f76b7ccb76cd6e0305bd417cf1ceda94c6</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>592</th>\n",
-       "      <td>1d50edc746506c55aa9f5dc2fff61a2e4bb25a0e</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MWQ1MGVkYzc0NjUwNmM1NWFhOWY1ZGMyZmZmNjFhMmU0YmIyNWEwZQ==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-03-03T08:52:24Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-03-03T08:52:24Z</td>\n",
-       "      <td>Moving to hml subdir in ihiw</td>\n",
-       "      <td>432d459b9beb1860fdc23925167d53e1ea73db78</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/432d459b9beb1860fdc23925167d53e1ea73db78</td>\n",
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-       "      <td>False</td>\n",
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-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1d50edc746506c55aa9f5dc2fff61a2e4bb25a0e</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1d50edc746506c55aa9f5dc2fff61a2e4bb25a0e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1d50edc746506c55aa9f5dc2fff61a2e4bb25a0e/comments</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
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-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>7d2a5e215a986441ef272144bf4a009134df7ce9</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7d2a5e215a986441ef272144bf4a009134df7ce9</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7d2a5e215a986441ef272144bf4a009134df7ce9</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>593</th>\n",
-       "      <td>94cfe2ac15af0171f1397984ca0d1968a6931eb3</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6OTRjZmUyYWMxNWFmMDE3MWYxMzk3OTg0Y2EwZDE5NjhhNjkzMWViMw==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2021-03-03T08:53:38Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2021-03-03T08:53:38Z</td>\n",
-       "      <td>Merge pull request #260 from ANHIG/3430\\n\\nAddition of files for IHIW HML References</td>\n",
-       "      <td>486270e19b03dd6741f2345504c6dd8aabf3ec80</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/486270e19b03dd6741f2345504c6dd8aabf3ec80</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/94cfe2ac15af0171f1397984ca0d1968a6931eb3</td>\n",
-       "      <td>0</td>\n",
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-       "      <td>tree 486270e19b03dd6741f2345504c6dd8aabf3ec80\\nparent 0fa36435691cac5651bee2ffe511f73ccd98c367\\nparent c37267e1ee355c619a3058da5a7135e19e6522de\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1614761618 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1614761618 +0000\\n\\nMerge pull request #260 from ANHIG/3430\\n\\nAddition of files for IHIW HML References</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/94cfe2ac15af0171f1397984ca0d1968a6931eb3</td>\n",
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-       "      <td>jrob119</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>0fa36435691cac5651bee2ffe511f73ccd98c367</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/0fa36435691cac5651bee2ffe511f73ccd98c367</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/0fa36435691cac5651bee2ffe511f73ccd98c367</td>\n",
-       "      <td>c37267e1ee355c619a3058da5a7135e19e6522de</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c37267e1ee355c619a3058da5a7135e19e6522de</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c37267e1ee355c619a3058da5a7135e19e6522de</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>594</th>\n",
-       "      <td>7b746d5303493fb53214ceffbd9b365c8ef4a126</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6N2I3NDZkNTMwMzQ5M2ZiNTMyMTRjZWZmYmQ5YjM2NWM4ZWY0YTEyNg==</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>dominicbarker@anthonynolan.org</td>\n",
-       "      <td>2021-04-01T10:04:53Z</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>dominicbarker@anthonynolan.org</td>\n",
-       "      <td>2021-04-01T10:04:53Z</td>\n",
-       "      <td>Correction of DQB1 pseudo-exon mark up</td>\n",
-       "      <td>838d1f52f5159e036291e68d93b4e1ed7ee7742c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/838d1f52f5159e036291e68d93b4e1ed7ee7742c</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7b746d5303493fb53214ceffbd9b365c8ef4a126</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7b746d5303493fb53214ceffbd9b365c8ef4a126</td>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
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-       "      <td>NaN</td>\n",
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-       "      <td>NaN</td>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>c37267e1ee355c619a3058da5a7135e19e6522de</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c37267e1ee355c619a3058da5a7135e19e6522de</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c37267e1ee355c619a3058da5a7135e19e6522de</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>595</th>\n",
-       "      <td>4240ef4cf17e503c44b177ff0f7b740258ac2e70</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NDI0MGVmNGNmMTdlNTAzYzQ0YjE3N2ZmMGY3Yjc0MDI1OGFjMmU3MA==</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
-       "      <td>2021-04-12T15:17:44Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2021-04-12T15:17:44Z</td>\n",
-       "      <td>Merge pull request #262 from ANHIG/3430\\n\\nCorrection of DQB1 pseudo-exon mark up</td>\n",
-       "      <td>838d1f52f5159e036291e68d93b4e1ed7ee7742c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/838d1f52f5159e036291e68d93b4e1ed7ee7742c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/4240ef4cf17e503c44b177ff0f7b740258ac2e70</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
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-       "      <td>tree 838d1f52f5159e036291e68d93b4e1ed7ee7742c\\nparent 94cfe2ac15af0171f1397984ca0d1968a6931eb3\\nparent 7b746d5303493fb53214ceffbd9b365c8ef4a126\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1618240664 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1618240664 +0100\\n\\nMerge pull request #262 from ANHIG/3430\\n\\nCorrection of DQB1 pseudo-exon mark up</td>\n",
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-       "      <td>dominicbarkerAN</td>\n",
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-       "      <td>NaN</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c406294628d2e1db4d2656fe60eb7e0f5e2efab7</td>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
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-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>610</th>\n",
-       "      <td>c0510fbaa138ba0029d8aa2949c282fb2dfbf926</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YzA1MTBmYmFhMTM4YmEwMDI5ZDhhYTI5NDljMjgyZmIyZGZiZjkyNg==</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>dominicbarker@anthonynolan.org</td>\n",
-       "      <td>2021-06-11T10:16:30Z</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>dominicbarker@anthonynolan.org</td>\n",
-       "      <td>2021-06-11T10:16:30Z</td>\n",
-       "      <td>Inclusion of genomic sequence for B*44:495, DQB1*03:442 and DQB1*03:445 previously omitted from this release</td>\n",
-       "      <td>2606fbabbf72183e5828aab051e668fb15e9a71d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/2606fbabbf72183e5828aab051e668fb15e9a71d</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c0510fbaa138ba0029d8aa2949c282fb2dfbf926</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c0510fbaa138ba0029d8aa2949c282fb2dfbf926</td>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
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-       "      <td>NaN</td>\n",
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-       "      <td>NaN</td>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>cf8ed2bb499fae21b7ed1544177ef3589a8246b1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cf8ed2bb499fae21b7ed1544177ef3589a8246b1</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cf8ed2bb499fae21b7ed1544177ef3589a8246b1</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>611</th>\n",
-       "      <td>2f6878301950dfea48a8147a6d8bd012be564063</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6MmY2ODc4MzAxOTUwZGZlYTQ4YTgxNDdhNmQ4YmQwMTJiZTU2NDA2Mw==</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
-       "      <td>2021-06-11T12:09:02Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2021-06-11T12:09:02Z</td>\n",
-       "      <td>Merge branch 'Latest' into 3440</td>\n",
-       "      <td>9c05fea3fa44a36a22e23ad60617f00819a0e951</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/9c05fea3fa44a36a22e23ad60617f00819a0e951</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/2f6878301950dfea48a8147a6d8bd012be564063</td>\n",
-       "      <td>0</td>\n",
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-       "      <td>tree 9c05fea3fa44a36a22e23ad60617f00819a0e951\\nparent c0510fbaa138ba0029d8aa2949c282fb2dfbf926\\nparent 4871325c65b16d5fc1a0fb406ebf539c3cbcf054\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1623413342 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1623413342 +0100\\n\\nMerge branch 'Latest' into 3440</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2f6878301950dfea48a8147a6d8bd012be564063</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2f6878301950dfea48a8147a6d8bd012be564063</td>\n",
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-       "      <td>dominicbarkerAN</td>\n",
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-       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>c0510fbaa138ba0029d8aa2949c282fb2dfbf926</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/c0510fbaa138ba0029d8aa2949c282fb2dfbf926</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/c0510fbaa138ba0029d8aa2949c282fb2dfbf926</td>\n",
-       "      <td>4871325c65b16d5fc1a0fb406ebf539c3cbcf054</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4871325c65b16d5fc1a0fb406ebf539c3cbcf054</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4871325c65b16d5fc1a0fb406ebf539c3cbcf054</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>612</th>\n",
-       "      <td>a736a7ce4d98a0fefa3f4c01ab6da4641de74254</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YTczNmE3Y2U0ZDk4YTBmZWZhM2Y0YzAxYWI2ZGE0NjQxZGU3NDI1NA==</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
-       "      <td>2021-06-11T12:09:09Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2021-06-11T12:09:09Z</td>\n",
-       "      <td>Merge pull request #267 from ANHIG/3440\\n\\nInclusion of genomic sequence for B*44:495, DQB1*03:442 and DQB1*03:4…</td>\n",
-       "      <td>9c05fea3fa44a36a22e23ad60617f00819a0e951</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/9c05fea3fa44a36a22e23ad60617f00819a0e951</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/a736a7ce4d98a0fefa3f4c01ab6da4641de74254</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
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-       "      <td>tree 9c05fea3fa44a36a22e23ad60617f00819a0e951\\nparent 4871325c65b16d5fc1a0fb406ebf539c3cbcf054\\nparent 2f6878301950dfea48a8147a6d8bd012be564063\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1623413349 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1623413349 +0100\\n\\nMerge pull request #267 from ANHIG/3440\\n\\nInclusion of genomic sequence for B*44:495, DQB1*03:442 and DQB1*03:4…</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a736a7ce4d98a0fefa3f4c01ab6da4641de74254</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/a736a7ce4d98a0fefa3f4c01ab6da4641de74254</td>\n",
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-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>4871325c65b16d5fc1a0fb406ebf539c3cbcf054</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4871325c65b16d5fc1a0fb406ebf539c3cbcf054</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4871325c65b16d5fc1a0fb406ebf539c3cbcf054</td>\n",
-       "      <td>2f6878301950dfea48a8147a6d8bd012be564063</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2f6878301950dfea48a8147a6d8bd012be564063</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2f6878301950dfea48a8147a6d8bd012be564063</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>613</th>\n",
-       "      <td>ee9eefb21f878da18c72bdc04b31d6ec5d8ade06</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZWU5ZWVmYjIxZjg3OGRhMThjNzJiZGMwNGIzMWQ2ZWM1ZDhhZGUwNg==</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-06-15T10:26:05Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-06-15T10:26:05Z</td>\n",
-       "      <td>Updated DQB1 version number in gen txt file</td>\n",
-       "      <td>a016fa2dcc42b1d2904bbad92c65522d64bb7636</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/a016fa2dcc42b1d2904bbad92c65522d64bb7636</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/58fa8b3d7ce69751217a58609a972a470736bd17</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/487c16cf1fb4ecb7eca25d752cb7178f10232a81</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/487c16cf1fb4ecb7eca25d752cb7178f10232a81</td>\n",
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-       "      <td>https://api.github.com/users/ipd-deploy</td>\n",
-       "      <td>https://github.com/ipd-deploy</td>\n",
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-       "      <td>https://api.github.com/users/ipd-deploy/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/orgs</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/repos</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>ipd-deploy</td>\n",
-       "      <td>78602048.0</td>\n",
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-       "      <td>https://api.github.com/users/ipd-deploy</td>\n",
-       "      <td>https://github.com/ipd-deploy</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/followers</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/orgs</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/repos</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>3d7382f653a9707c3b2d683e7d58b7b9d0b4e747</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3d7382f653a9707c3b2d683e7d58b7b9d0b4e747</td>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>618</th>\n",
-       "      <td>e6a3f0cc5710495475e7b959ee82c649978843f8</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZTZhM2YwY2M1NzEwNDk1NDc1ZTdiOTU5ZWU4MmM2NDk5Nzg4NDNmOA==</td>\n",
-       "      <td>ipdadmin</td>\n",
-       "      <td>ipdsubs@anthonynolan.org</td>\n",
-       "      <td>2021-07-13T16:01:36Z</td>\n",
-       "      <td>ipdadmin</td>\n",
-       "      <td>ipdsubs@anthonynolan.org</td>\n",
-       "      <td>2021-07-13T16:01:36Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.45.0</td>\n",
-       "      <td>80db3fd9a894a25b0106b5c24d1c79cb9d6fe769</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/80db3fd9a894a25b0106b5c24d1c79cb9d6fe769</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/e6a3f0cc5710495475e7b959ee82c649978843f8</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e6a3f0cc5710495475e7b959ee82c649978843f8</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e6a3f0cc5710495475e7b959ee82c649978843f8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e6a3f0cc5710495475e7b959ee82c649978843f8/comments</td>\n",
-       "      <td>ipd-deploy</td>\n",
-       "      <td>78602048.0</td>\n",
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-       "      <td>https://avatars.githubusercontent.com/u/78602048?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy</td>\n",
-       "      <td>https://github.com/ipd-deploy</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/followers</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/orgs</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/repos</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>ipd-deploy</td>\n",
-       "      <td>78602048.0</td>\n",
-       "      <td>MDQ6VXNlcjc4NjAyMDQ4</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/78602048?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy</td>\n",
-       "      <td>https://github.com/ipd-deploy</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/followers</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/orgs</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/repos</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>487c16cf1fb4ecb7eca25d752cb7178f10232a81</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/487c16cf1fb4ecb7eca25d752cb7178f10232a81</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/487c16cf1fb4ecb7eca25d752cb7178f10232a81</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>619</th>\n",
-       "      <td>4cdd02827d4b0d2d8834e45baaea621663e0d632</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NGNkZDAyODI3ZDRiMGQyZDg4MzRlNDViYWFlYTYyMTY2M2UwZDYzMg==</td>\n",
-       "      <td>ipdadmin</td>\n",
-       "      <td>ipdsubs@anthonynolan.org</td>\n",
-       "      <td>2021-07-13T16:03:03Z</td>\n",
-       "      <td>ipdadmin</td>\n",
-       "      <td>ipdsubs@anthonynolan.org</td>\n",
-       "      <td>2021-07-13T16:03:03Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.45.0</td>\n",
-       "      <td>8f2e1a1d95c6f22bce4c1b406429243c593732eb</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/8f2e1a1d95c6f22bce4c1b406429243c593732eb</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/4cdd02827d4b0d2d8834e45baaea621663e0d632</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4cdd02827d4b0d2d8834e45baaea621663e0d632</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4cdd02827d4b0d2d8834e45baaea621663e0d632</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4cdd02827d4b0d2d8834e45baaea621663e0d632/comments</td>\n",
-       "      <td>ipd-deploy</td>\n",
-       "      <td>78602048.0</td>\n",
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-       "      <td>https://avatars.githubusercontent.com/u/78602048?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy</td>\n",
-       "      <td>https://github.com/ipd-deploy</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/followers</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/orgs</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/repos</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>ipd-deploy</td>\n",
-       "      <td>78602048.0</td>\n",
-       "      <td>MDQ6VXNlcjc4NjAyMDQ4</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/78602048?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy</td>\n",
-       "      <td>https://github.com/ipd-deploy</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/followers</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/orgs</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/repos</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>e6a3f0cc5710495475e7b959ee82c649978843f8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e6a3f0cc5710495475e7b959ee82c649978843f8</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e6a3f0cc5710495475e7b959ee82c649978843f8</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>620</th>\n",
-       "      <td>b57de92d58da2bf787e5af34ab09e0e8ee6cea6c</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6YjU3ZGU5MmQ1OGRhMmJmNzg3ZTVhZjM0YWIwOWUwZThlZTZjZWE2Yw==</td>\n",
-       "      <td>ipdadmin</td>\n",
-       "      <td>ipdsubs@anthonynolan.org</td>\n",
-       "      <td>2021-07-13T16:04:39Z</td>\n",
-       "      <td>ipdadmin</td>\n",
-       "      <td>ipdsubs@anthonynolan.org</td>\n",
-       "      <td>2021-07-13T16:04:39Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.45.0</td>\n",
-       "      <td>6424cf47380a105370690c8ddbf86212eb5ba49d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/6424cf47380a105370690c8ddbf86212eb5ba49d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/b57de92d58da2bf787e5af34ab09e0e8ee6cea6c</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b57de92d58da2bf787e5af34ab09e0e8ee6cea6c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/b57de92d58da2bf787e5af34ab09e0e8ee6cea6c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b57de92d58da2bf787e5af34ab09e0e8ee6cea6c/comments</td>\n",
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-       "      <td>78602048.0</td>\n",
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-       "      <td>https://avatars.githubusercontent.com/u/78602048?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy</td>\n",
-       "      <td>https://github.com/ipd-deploy</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/followers</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/orgs</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/repos</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>ipd-deploy</td>\n",
-       "      <td>78602048.0</td>\n",
-       "      <td>MDQ6VXNlcjc4NjAyMDQ4</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/78602048?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy</td>\n",
-       "      <td>https://github.com/ipd-deploy</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/followers</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/orgs</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/repos</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/ipd-deploy/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>4cdd02827d4b0d2d8834e45baaea621663e0d632</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4cdd02827d4b0d2d8834e45baaea621663e0d632</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4cdd02827d4b0d2d8834e45baaea621663e0d632</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>621</th>\n",
-       "      <td>6fdf7add8bb4f416bd8660e6b826d80e8759dfe1</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6NmZkZjdhZGQ4YmI0ZjQxNmJkODY2MGU2YjgyNmQ4MGU4NzU5ZGZlMQ==</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
-       "      <td>2021-07-14T06:19:03Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2021-07-14T06:19:03Z</td>\n",
-       "      <td>Merge pull request #271 from ANHIG/3450\\n\\n3450</td>\n",
-       "      <td>6424cf47380a105370690c8ddbf86212eb5ba49d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/6424cf47380a105370690c8ddbf86212eb5ba49d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/6fdf7add8bb4f416bd8660e6b826d80e8759dfe1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/af805f6d40beef639fac7bd1c5f7789893c2f662</td>\n",
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-       "      <td>b57de92d58da2bf787e5af34ab09e0e8ee6cea6c</td>\n",
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-       "      <td>NaN</td>\n",
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-       "      <td>89b57278869c7b46fbbaf94825ed336328f3567a</td>\n",
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-       "      <td>Re-upload of hla.xml.zip and hla_ambigs.xml.zip for release 3.45.0</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b57de92d58da2bf787e5af34ab09e0e8ee6cea6c</td>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
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-       "      <td>NaN</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>623</th>\n",
-       "      <td>fd63f824a11eead1f7fb39457251c7ac27ad1f93</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZmQ2M2Y4MjRhMTFlZWFkMWY3ZmIzOTQ1NzI1MWM3YWMyN2FkMWY5Mw==</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
-       "      <td>2021-07-15T08:07:22Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2021-07-15T08:07:22Z</td>\n",
-       "      <td>Merge pull request #273 from ANHIG/3450\\n\\nRe-upload of hla.xml.zip and hla_ambigs.xml.zip for release 3.45.0</td>\n",
-       "      <td>581a1278deba65a0a9ac9fbcdc173744e51bc4cc</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/581a1278deba65a0a9ac9fbcdc173744e51bc4cc</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/fd63f824a11eead1f7fb39457251c7ac27ad1f93</td>\n",
-       "      <td>0</td>\n",
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-       "      <td>tree 581a1278deba65a0a9ac9fbcdc173744e51bc4cc\\nparent 6fdf7add8bb4f416bd8660e6b826d80e8759dfe1\\nparent 89b57278869c7b46fbbaf94825ed336328f3567a\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1626336442 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1626336442 +0100\\n\\nMerge pull request #273 from ANHIG/3450\\n\\nRe-upload of hla.xml.zip and hla_ambigs.xml.zip for release 3.45.0</td>\n",
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-       "      <td>dominicbarkerAN</td>\n",
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-       "      <td></td>\n",
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-       "      <td>https://github.com/dominicbarkerAN</td>\n",
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-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
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-       "      <td>web-flow</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6fdf7add8bb4f416bd8660e6b826d80e8759dfe1</td>\n",
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-       "      <td>89b57278869c7b46fbbaf94825ed336328f3567a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/89b57278869c7b46fbbaf94825ed336328f3567a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/89b57278869c7b46fbbaf94825ed336328f3567a</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>624</th>\n",
-       "      <td>d3fd19b04d4256600e8c90a27a2b317d61514c86</td>\n",
-       "      <td>MDY6Q29tbWl0MjQ1NDAxMzY6ZDNmZDE5YjA0ZDQyNTY2MDBlOGM5MGEyN2EyYjMxN2Q2MTUxNGM4Ng==</td>\n",
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-       "      <td>ipdadmin</td>\n",
-       "      <td>ipdsubs@anthonynolan.org</td>\n",
-       "      <td>2021-07-19T11:23:30Z</td>\n",
-       "      <td>Update hla_prot/nuc/gen.fasta in main directory with latest version</td>\n",
-       "      <td>57980302ea7464bbf80923f7cdb503c6fc50df80</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/57980302ea7464bbf80923f7cdb503c6fc50df80</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d3fd19b04d4256600e8c90a27a2b317d61514c86</td>\n",
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-       "      <td>2021-08-20T15:25:29Z</td>\n",
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-       "      <td>2021-08-20T15:25:29Z</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/a231c3b065a7b9c86c92915f3b4bcf012ec36175</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8f892b2675dd6464f526d32f1ad1d3fd62fa3b03</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8f892b2675dd6464f526d32f1ad1d3fd62fa3b03</td>\n",
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-       "      <td>2021-09-17T15:44:33Z</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2021-09-17T15:44:33Z</td>\n",
-       "      <td>Added hla_gen.fasta missing from original release</td>\n",
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-       "      <td>False</td>\n",
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-       "      <td>NaN</td>\n",
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-       "      <td>dominic.barker@anthonynolan.org</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/352813601073bcdc3d5eb08d1be07be904276a9a</td>\n",
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-       "      <td>2021-09-17T15:49:56Z</td>\n",
-       "      <td>GitHub</td>\n",
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-       "      <td>2021-09-17T15:49:56Z</td>\n",
-       "      <td>Merge pull request #281 from ANHIG/3450\\n\\nUpdate of release_version.txt to 3.45.1</td>\n",
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-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/352813601073bcdc3d5eb08d1be07be904276a9a</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>633</th>\n",
-       "      <td>5088650c144e6a3ee05ac1e015d487a86095e665</td>\n",
-       "      <td>C_kwDOAXZz6NoAKDUwODg2NTBjMTQ0ZTZhM2VlMDVhYzFlMDE1ZDQ4N2E4NjA5NWU2NjU</td>\n",
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-       "      <td>2021-10-11T12:53:06Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-10-11T12:53:06Z</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5088650c144e6a3ee05ac1e015d487a86095e665</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5088650c144e6a3ee05ac1e015d487a86095e665</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
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-       "      <td>jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>7dc4672795eaea35bd8c7e1fa2ec40cf948fc2fd</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7dc4672795eaea35bd8c7e1fa2ec40cf948fc2fd</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7dc4672795eaea35bd8c7e1fa2ec40cf948fc2fd</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>634</th>\n",
-       "      <td>389b55b1c3ef58ea1136fb0c9e6d2ce73038d655</td>\n",
-       "      <td>C_kwDOAXZz6NoAKDM4OWI1NWIxYzNlZjU4ZWExMTM2ZmIwYzllNmQyY2U3MzAzOGQ2NTU</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-10-11T13:16:09Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-10-11T13:16:09Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.46.0\\n\\nUpdating READMEs</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/389b55b1c3ef58ea1136fb0c9e6d2ce73038d655</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/389b55b1c3ef58ea1136fb0c9e6d2ce73038d655</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/389b55b1c3ef58ea1136fb0c9e6d2ce73038d655/comments</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>5088650c144e6a3ee05ac1e015d487a86095e665</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5088650c144e6a3ee05ac1e015d487a86095e665</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5088650c144e6a3ee05ac1e015d487a86095e665</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>635</th>\n",
-       "      <td>d53cfe39089bd2ce40cf0fa06167d0ae38e3e4ea</td>\n",
-       "      <td>C_kwDOAXZz6NoAKGQ1M2NmZTM5MDg5YmQyY2U0MGNmMGZhMDYxNjdkMGFlMzhlM2U0ZWE</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-10-11T14:48:05Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-10-11T14:48:05Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.46.0\\n\\nNon-ascii chars removed</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d53cfe39089bd2ce40cf0fa06167d0ae38e3e4ea</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d53cfe39089bd2ce40cf0fa06167d0ae38e3e4ea</td>\n",
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-       "      <td>jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>389b55b1c3ef58ea1136fb0c9e6d2ce73038d655</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/389b55b1c3ef58ea1136fb0c9e6d2ce73038d655</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/389b55b1c3ef58ea1136fb0c9e6d2ce73038d655</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>636</th>\n",
-       "      <td>8d77b3dd93959663d58ae5b626289d0746edd0e7</td>\n",
-       "      <td>C_kwDOAXZz6NoAKDhkNzdiM2RkOTM5NTk2NjNkNThhZTViNjI2Mjg5ZDA3NDZlZGQwZTc</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2021-10-11T15:13:57Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2021-10-11T15:13:57Z</td>\n",
-       "      <td>Merge pull request #282 from ANHIG/3460\\n\\nRelease 3.46.0</td>\n",
-       "      <td>610e054687c53bcebf7ff18f5869eb37922a47fe</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/610e054687c53bcebf7ff18f5869eb37922a47fe</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/8d77b3dd93959663d58ae5b626289d0746edd0e7</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
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-       "      <td>tree 610e054687c53bcebf7ff18f5869eb37922a47fe\\nparent 7dc4672795eaea35bd8c7e1fa2ec40cf948fc2fd\\nparent d53cfe39089bd2ce40cf0fa06167d0ae38e3e4ea\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1633965237 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1633965237 +0100\\n\\nMerge pull request #282 from ANHIG/3460\\n\\nRelease 3.46.0</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
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-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>7dc4672795eaea35bd8c7e1fa2ec40cf948fc2fd</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/7dc4672795eaea35bd8c7e1fa2ec40cf948fc2fd</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/7dc4672795eaea35bd8c7e1fa2ec40cf948fc2fd</td>\n",
-       "      <td>d53cfe39089bd2ce40cf0fa06167d0ae38e3e4ea</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d53cfe39089bd2ce40cf0fa06167d0ae38e3e4ea</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d53cfe39089bd2ce40cf0fa06167d0ae38e3e4ea</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>637</th>\n",
-       "      <td>ddda708da9f2f41ae7e7d122973c2eddb141d949</td>\n",
-       "      <td>C_kwDOAXZz6NoAKGRkZGE3MDhkYTlmMmY0MWFlN2U3ZDEyMjk3M2MyZWRkYjE0MWQ5NDk</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-10-11T15:29:53Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-10-11T15:29:53Z</td>\n",
-       "      <td>Adding updated alignment zip</td>\n",
-       "      <td>826beb70dab6efe7253a866981e50cd84b26e73f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/826beb70dab6efe7253a866981e50cd84b26e73f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ddda708da9f2f41ae7e7d122973c2eddb141d949</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ddda708da9f2f41ae7e7d122973c2eddb141d949</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ddda708da9f2f41ae7e7d122973c2eddb141d949</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ddda708da9f2f41ae7e7d122973c2eddb141d949/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>d53cfe39089bd2ce40cf0fa06167d0ae38e3e4ea</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/d53cfe39089bd2ce40cf0fa06167d0ae38e3e4ea</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/d53cfe39089bd2ce40cf0fa06167d0ae38e3e4ea</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>638</th>\n",
-       "      <td>8dd2a04b1d7e559f5124d012f0a729d0180216d2</td>\n",
-       "      <td>C_kwDOAXZz6NoAKDhkZDJhMDRiMWQ3ZTU1OWY1MTI0ZDAxMmYwYTcyOWQwMTgwMjE2ZDI</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2021-10-11T15:33:46Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2021-10-11T15:33:46Z</td>\n",
-       "      <td>Merge pull request #283 from ANHIG/3460\\n\\nIPD-IMGT/HLA Release 3.46.0</td>\n",
-       "      <td>826beb70dab6efe7253a866981e50cd84b26e73f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/826beb70dab6efe7253a866981e50cd84b26e73f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/8dd2a04b1d7e559f5124d012f0a729d0180216d2</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJhZFlaCRBK7hj4Ov3rIwAAT8EIAJfPfTQKFP/7AojE1qbWXv6O\\n3udMVR5SkCi0odIz43GIHvwitsbwzNsYmZ/n5cxOsxOzU/OsBbruboFWfl8nJxNP\\nLjCoceviUMRVrfDyqiQy3Q/omRgDi6P6I3B+FF3/DdpUKk0el+DAeAySPbnaNSQW\\nqAwxANbWfvOQxFiUIWAsoXl74mMJ8ovyFV55/zTPoLGMAZJROHRM0iEHZePs51zO\\nXwNaB/aph6g4uWn7F7LC/8LCtwrq19FCtDulo0QxBKQZ75/6Vc17Eahrg7rNva+R\\nbUg6whgAgcmGpmfbJ0npwW36iFYe+vPXQue/qEbl6qm4zV/YzMt6TrTXPd/inW0=\\n=xXLN\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree 826beb70dab6efe7253a866981e50cd84b26e73f\\nparent 8d77b3dd93959663d58ae5b626289d0746edd0e7\\nparent ddda708da9f2f41ae7e7d122973c2eddb141d949\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1633966426 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1633966426 +0100\\n\\nMerge pull request #283 from ANHIG/3460\\n\\nIPD-IMGT/HLA Release 3.46.0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8dd2a04b1d7e559f5124d012f0a729d0180216d2</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8dd2a04b1d7e559f5124d012f0a729d0180216d2</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8dd2a04b1d7e559f5124d012f0a729d0180216d2/comments</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>8d77b3dd93959663d58ae5b626289d0746edd0e7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8d77b3dd93959663d58ae5b626289d0746edd0e7</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8d77b3dd93959663d58ae5b626289d0746edd0e7</td>\n",
-       "      <td>ddda708da9f2f41ae7e7d122973c2eddb141d949</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ddda708da9f2f41ae7e7d122973c2eddb141d949</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ddda708da9f2f41ae7e7d122973c2eddb141d949</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>639</th>\n",
-       "      <td>3f46491c0fe377fd922412c93137efb6a4879b05</td>\n",
-       "      <td>C_kwDOAXZz6NoAKDNmNDY0OTFjMGZlMzc3ZmQ5MjI0MTJjOTMxMzdlZmI2YTQ4NzliMDU</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-10-26T11:15:21Z</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>james.robinson@anthonynolan.org</td>\n",
-       "      <td>2021-10-26T11:15:21Z</td>\n",
-       "      <td>Changes to descriptors for two deleted alleles</td>\n",
-       "      <td>739503884c4439a043a8bcf2249c0c59512befca</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/739503884c4439a043a8bcf2249c0c59512befca</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/3f46491c0fe377fd922412c93137efb6a4879b05</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3f46491c0fe377fd922412c93137efb6a4879b05</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3f46491c0fe377fd922412c93137efb6a4879b05</td>\n",
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-       "      <td>jrob119</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
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-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>jrob119</td>\n",
-       "      <td>19726400.0</td>\n",
-       "      <td>MDQ6VXNlcjE5NzI2NDAw</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19726400?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/jrob119</td>\n",
-       "      <td>https://github.com/jrob119</td>\n",
-       "      <td>https://api.github.com/users/jrob119/followers</td>\n",
-       "      <td>https://api.github.com/users/jrob119/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/jrob119/orgs</td>\n",
-       "      <td>https://api.github.com/users/jrob119/repos</td>\n",
-       "      <td>https://api.github.com/users/jrob119/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/jrob119/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>ddda708da9f2f41ae7e7d122973c2eddb141d949</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ddda708da9f2f41ae7e7d122973c2eddb141d949</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ddda708da9f2f41ae7e7d122973c2eddb141d949</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>640</th>\n",
-       "      <td>2d19daf42ff47c2f2c4e7970dd77ed32768eb38f</td>\n",
-       "      <td>C_kwDOAXZz6NoAKDJkMTlkYWY0MmZmNDdjMmYyYzRlNzk3MGRkNzdlZDMyNzY4ZWIzOGY</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2021-10-26T11:32:30Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2021-10-26T11:32:30Z</td>\n",
-       "      <td>Merge pull request #286 from ANHIG/3460\\n\\nChanges to descriptors for two deleted alleles</td>\n",
-       "      <td>739503884c4439a043a8bcf2249c0c59512befca</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/739503884c4439a043a8bcf2249c0c59512befca</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/2d19daf42ff47c2f2c4e7970dd77ed32768eb38f</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8dd2a04b1d7e559f5124d012f0a729d0180216d2</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8dd2a04b1d7e559f5124d012f0a729d0180216d2</td>\n",
-       "      <td>3f46491c0fe377fd922412c93137efb6a4879b05</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3f46491c0fe377fd922412c93137efb6a4879b05</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3f46491c0fe377fd922412c93137efb6a4879b05</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>641</th>\n",
-       "      <td>178c68cca2044cbd5032cbff23e4c06b738aed2a</td>\n",
-       "      <td>C_kwDOAXZz6NoAKDE3OGM2OGNjYTIwNDRjYmQ1MDMyY2JmZjIzZTRjMDZiNzM4YWVkMmE</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>dominicbarker@anthonynolan.org</td>\n",
-       "      <td>2021-11-11T11:48:57Z</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>dominicbarker@anthonynolan.org</td>\n",
-       "      <td>2021-11-11T11:48:57Z</td>\n",
-       "      <td>Updated reason for deletion for alleles B*07:02:06, B*44:525, DQB1*02:01:10 &amp; MICA*007:02 in Deleted_alleles.txt</td>\n",
-       "      <td>53443064a41f075cf6336f5c513d9212a62b2168</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/178c68cca2044cbd5032cbff23e4c06b738aed2a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/178c68cca2044cbd5032cbff23e4c06b738aed2a</td>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>3f46491c0fe377fd922412c93137efb6a4879b05</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3f46491c0fe377fd922412c93137efb6a4879b05</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3f46491c0fe377fd922412c93137efb6a4879b05</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>642</th>\n",
-       "      <td>d76ca7d75891aac95205b2cc11510ce8ef41a65a</td>\n",
-       "      <td>C_kwDOAXZz6NoAKGQ3NmNhN2Q3NTg5MWFhYzk1MjA1YjJjYzExNTEwY2U4ZWY0MWE2NWE</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
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-       "      <td>2021-11-11T11:49:26Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2021-11-11T11:49:26Z</td>\n",
-       "      <td>Merge pull request #289 from ANHIG/3460\\n\\nUpdated reason for deletion for alleles B*07:02:06, B*44:525, DQB1*02…</td>\n",
-       "      <td>53443064a41f075cf6336f5c513d9212a62b2168</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/53443064a41f075cf6336f5c513d9212a62b2168</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/d76ca7d75891aac95205b2cc11510ce8ef41a65a</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
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-       "      <td>tree 53443064a41f075cf6336f5c513d9212a62b2168\\nparent 2d19daf42ff47c2f2c4e7970dd77ed32768eb38f\\nparent 178c68cca2044cbd5032cbff23e4c06b738aed2a\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1636631366 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1636631366 +0000\\n\\nMerge pull request #289 from ANHIG/3460\\n\\nUpdated reason for deletion for alleles B*07:02:06, B*44:525, DQB1*02…</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2d19daf42ff47c2f2c4e7970dd77ed32768eb38f</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2d19daf42ff47c2f2c4e7970dd77ed32768eb38f</td>\n",
-       "      <td>178c68cca2044cbd5032cbff23e4c06b738aed2a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/178c68cca2044cbd5032cbff23e4c06b738aed2a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/178c68cca2044cbd5032cbff23e4c06b738aed2a</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>643</th>\n",
-       "      <td>0a051a92e0baab68b4c77ad13b8cb4e7eaa2f810</td>\n",
-       "      <td>C_kwDOAXZz6NoAKDBhMDUxYTkyZTBiYWFiNjhiNGM3N2FkMTNiOGNiNGU3ZWFhMmY4MTA</td>\n",
-       "      <td>James Robinson</td>\n",
-       "      <td>jrob119@users.noreply.github.com</td>\n",
-       "      <td>2022-01-04T09:18:33Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2022-01-04T09:18:33Z</td>\n",
-       "      <td>Update README.md</td>\n",
-       "      <td>9cd8f053ab1857b8156bdb9fe015cb54d44f6e50</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/9cd8f053ab1857b8156bdb9fe015cb54d44f6e50</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/0a051a92e0baab68b4c77ad13b8cb4e7eaa2f810</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
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-       "      <td>tree 9cd8f053ab1857b8156bdb9fe015cb54d44f6e50\\nparent d76ca7d75891aac95205b2cc11510ce8ef41a65a\\nauthor James Robinson &lt;jrob119@users.noreply.github.com&gt; 1641287913 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1641287913 +0000\\n\\nUpdate README.md</td>\n",
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-       "      <td>2022-01-13T20:33:38Z</td>\n",
-       "      <td>Merge pull request #291 from ANHIG/3470\\n\\n3470</td>\n",
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-       "      <td>37367778.0</td>\n",
-       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>8ab272288e81fa9a49fd4765579b066c2c03cc10</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/8ab272288e81fa9a49fd4765579b066c2c03cc10</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/8ab272288e81fa9a49fd4765579b066c2c03cc10</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>657</th>\n",
-       "      <td>cada41a6bfac5a8bf88ed2107a0b856b9b9785a0</td>\n",
-       "      <td>C_kwDOAXZz6NoAKGNhZGE0MWE2YmZhYzVhOGJmODhlZDIxMDdhMGI4NTZiOWI5Nzg1YTA</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
-       "      <td>2022-03-15T14:27:59Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2022-03-15T14:27:59Z</td>\n",
-       "      <td>Merge pull request #299 from ANHIG/3470\\n\\nUpdate to xml/hla.xml.zip correcting meta data</td>\n",
-       "      <td>b28e791a20f7aa5920dd2b74fc7be98c783339db</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/b28e791a20f7aa5920dd2b74fc7be98c783339db</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/cada41a6bfac5a8bf88ed2107a0b856b9b9785a0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJiMKJvCRBK7hj4Ov3rIwAAytYIAA5pmBDHorJISHRGvgJggICm\\n5alxNwkZGn4nOlnfjRUJ29wG/yqcvcEBP+X0YIS8PoOj+7dUQ97QC9xfSAaKJpQP\\nWKMo2P2H7ZlRSe7XfpAXChutrivF7NIBaL6UH+mI1Arw8AZOTKvE7kfwWng72udJ\\nJCTR8EnPjSemJMLhrAIK9NQ6wqX0lvreTZy8hP1ajsLDxaZyYLMjcLb53LAYrZHA\\nfp0cwp0Km5jgA0vWr4SGnwJFvefJBSbXSdJol8WinCU6lxCR7KEf1csNFmi29PkP\\nogNWeYDnKerfsaxIRtZZ+p9ZMVMUKLijIyAkWv4y3rT2fW7Bl7ATB5kjMbOf7bE=\\n=igYr\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree b28e791a20f7aa5920dd2b74fc7be98c783339db\\nparent 207cdce7fef5dae54fdad4cc4f933ebd1ab13c5e\\nparent db33aee5dc0b44251b64ff4c2e2f05d59e4e3a2d\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1647354479 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1647354479 +0000\\n\\nMerge pull request #299 from ANHIG/3470\\n\\nUpdate to xml/hla.xml.zip correcting meta data</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cada41a6bfac5a8bf88ed2107a0b856b9b9785a0</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cada41a6bfac5a8bf88ed2107a0b856b9b9785a0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cada41a6bfac5a8bf88ed2107a0b856b9b9785a0/comments</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778.0</td>\n",
-       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>207cdce7fef5dae54fdad4cc4f933ebd1ab13c5e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/207cdce7fef5dae54fdad4cc4f933ebd1ab13c5e</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/207cdce7fef5dae54fdad4cc4f933ebd1ab13c5e</td>\n",
-       "      <td>db33aee5dc0b44251b64ff4c2e2f05d59e4e3a2d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/db33aee5dc0b44251b64ff4c2e2f05d59e4e3a2d</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/db33aee5dc0b44251b64ff4c2e2f05d59e4e3a2d</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>658</th>\n",
-       "      <td>ecd63776c6225af0cf8bcc9fa9c6998d3129fb14</td>\n",
-       "      <td>C_kwDOAXZz6NoAKGVjZDYzNzc2YzYyMjVhZjBjZjhiY2M5ZmE5YzY5OThkMzEyOWZiMTQ</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2022-04-14T11:00:42Z</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2022-04-14T11:00:42Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.48.0</td>\n",
-       "      <td>24ffdcdba524351177693e8abe9a3d743939bb3c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/24ffdcdba524351177693e8abe9a3d743939bb3c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ecd63776c6225af0cf8bcc9fa9c6998d3129fb14</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ecd63776c6225af0cf8bcc9fa9c6998d3129fb14</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ecd63776c6225af0cf8bcc9fa9c6998d3129fb14</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ecd63776c6225af0cf8bcc9fa9c6998d3129fb14/comments</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778.0</td>\n",
-       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778.0</td>\n",
-       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>207cdce7fef5dae54fdad4cc4f933ebd1ab13c5e</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/207cdce7fef5dae54fdad4cc4f933ebd1ab13c5e</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/207cdce7fef5dae54fdad4cc4f933ebd1ab13c5e</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>659</th>\n",
-       "      <td>5e1d9764c8e96749bc11d52807eea1f7cc38ce5c</td>\n",
-       "      <td>C_kwDOAXZz6NoAKDVlMWQ5NzY0YzhlOTY3NDliYzExZDUyODA3ZWVhMWY3Y2MzOGNlNWM</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2022-04-14T11:01:59Z</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2022-04-14T11:01:59Z</td>\n",
-       "      <td>Updated md5checksums</td>\n",
-       "      <td>0202371f451082c6975497d333beab85845e6fb2</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/0202371f451082c6975497d333beab85845e6fb2</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/5e1d9764c8e96749bc11d52807eea1f7cc38ce5c</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5e1d9764c8e96749bc11d52807eea1f7cc38ce5c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5e1d9764c8e96749bc11d52807eea1f7cc38ce5c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5e1d9764c8e96749bc11d52807eea1f7cc38ce5c/comments</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778.0</td>\n",
-       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778.0</td>\n",
-       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>ecd63776c6225af0cf8bcc9fa9c6998d3129fb14</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ecd63776c6225af0cf8bcc9fa9c6998d3129fb14</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ecd63776c6225af0cf8bcc9fa9c6998d3129fb14</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>660</th>\n",
-       "      <td>4a13df461c42f970a099de77377f309995e7995c</td>\n",
-       "      <td>C_kwDOAXZz6NoAKDRhMTNkZjQ2MWM0MmY5NzBhMDk5ZGU3NzM3N2YzMDk5OTVlNzk5NWM</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2022-04-19T08:30:24Z</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2022-04-19T08:30:24Z</td>\n",
-       "      <td>Merge branch '3480' into Latest</td>\n",
-       "      <td>0202371f451082c6975497d333beab85845e6fb2</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/0202371f451082c6975497d333beab85845e6fb2</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/4a13df461c42f970a099de77377f309995e7995c</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4a13df461c42f970a099de77377f309995e7995c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4a13df461c42f970a099de77377f309995e7995c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4a13df461c42f970a099de77377f309995e7995c/comments</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778.0</td>\n",
-       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
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-       "      <td>2022-04-20T08:39:00Z</td>\n",
-       "      <td>GitHub</td>\n",
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-       "      <td>2022-04-20T08:39:00Z</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/3b5d2493c93ac51afea3e135dddb461fd1293447</td>\n",
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-       "      <td>https://github.com/dominicbarkerAN</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/f5fa7e25c2fdb24f2e842951338b6e6bd618a237</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2c631a4b61d529ff1c0635750888f6f6d79c2703</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2c631a4b61d529ff1c0635750888f6f6d79c2703</td>\n",
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-       "      <td>https://api.github.com/users/xeniageorgiouAN</td>\n",
-       "      <td>https://github.com/xeniageorgiouAN</td>\n",
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-       "      <td>https://api.github.com/users/xeniageorgiouAN/following{/other_user}</td>\n",
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-       "      <td>https://api.github.com/users/xeniageorgiouAN/orgs</td>\n",
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-       "      <td>https://api.github.com/users/xeniageorgiouAN/received_events</td>\n",
-       "      <td>User</td>\n",
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-       "      <td>https://api.github.com/users/xeniageorgiouAN/following{/other_user}</td>\n",
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-       "      <td>https://api.github.com/users/xeniageorgiouAN/orgs</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/12b4b94bb49b4640fa48a1182cc9b1e1fbf7e816</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/12b4b94bb49b4640fa48a1182cc9b1e1fbf7e816</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>678</th>\n",
-       "      <td>1ce31fc9e2805034578eff60a269c02176f03252</td>\n",
-       "      <td>C_kwDOAXZz6NoAKDFjZTMxZmM5ZTI4MDUwMzQ1NzhlZmY2MGEyNjljMDIxNzZmMDMyNTI</td>\n",
-       "      <td>xeniageorgiouAN</td>\n",
-       "      <td>xenia.georgiou@anthonynolan.org</td>\n",
-       "      <td>2022-10-13T13:06:12Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2022-10-13T13:06:12Z</td>\n",
-       "      <td>Merge pull request #317 from ANHIG/3500\\n\\nIPD-IMGT/HLA Release 3.50.0</td>\n",
-       "      <td>f5fa7e25c2fdb24f2e842951338b6e6bd618a237</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/f5fa7e25c2fdb24f2e842951338b6e6bd618a237</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/1ce31fc9e2805034578eff60a269c02176f03252</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
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-       "      <td>tree f5fa7e25c2fdb24f2e842951338b6e6bd618a237\\nparent 12b4b94bb49b4640fa48a1182cc9b1e1fbf7e816\\nparent 2c631a4b61d529ff1c0635750888f6f6d79c2703\\nauthor xeniageorgiouAN &lt;xenia.georgiou@anthonynolan.org&gt; 1665666372 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1665666372 +0100\\n\\nMerge pull request #317 from ANHIG/3500\\n\\nIPD-IMGT/HLA Release 3.50.0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1ce31fc9e2805034578eff60a269c02176f03252</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1ce31fc9e2805034578eff60a269c02176f03252</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1ce31fc9e2805034578eff60a269c02176f03252/comments</td>\n",
-       "      <td>xeniageorgiouAN</td>\n",
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-       "      <td>https://avatars.githubusercontent.com/u/55495460?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/xeniageorgiouAN</td>\n",
-       "      <td>https://github.com/xeniageorgiouAN</td>\n",
-       "      <td>https://api.github.com/users/xeniageorgiouAN/followers</td>\n",
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-       "      <td>https://api.github.com/users/xeniageorgiouAN/received_events</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>12b4b94bb49b4640fa48a1182cc9b1e1fbf7e816</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/12b4b94bb49b4640fa48a1182cc9b1e1fbf7e816</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/12b4b94bb49b4640fa48a1182cc9b1e1fbf7e816</td>\n",
-       "      <td>2c631a4b61d529ff1c0635750888f6f6d79c2703</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2c631a4b61d529ff1c0635750888f6f6d79c2703</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2c631a4b61d529ff1c0635750888f6f6d79c2703</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>679</th>\n",
-       "      <td>2d38d3313229fdc5f8aa00052a2db21b35be3d2d</td>\n",
-       "      <td>C_kwDOAXZz6NoAKDJkMzhkMzMxMzIyOWZkYzVmOGFhMDAwNTJhMmRiMjFiMzViZTNkMmQ</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2022-10-14T08:46:01Z</td>\n",
-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2022-10-14T08:46:01Z</td>\n",
-       "      <td>hla.dat file for IPD-IMGT/HLA Release 3.50.0</td>\n",
-       "      <td>f4dfbde08baca4399784af7359b7fdc9acc97c1f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/f4dfbde08baca4399784af7359b7fdc9acc97c1f</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2d38d3313229fdc5f8aa00052a2db21b35be3d2d</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2d38d3313229fdc5f8aa00052a2db21b35be3d2d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2d38d3313229fdc5f8aa00052a2db21b35be3d2d/comments</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
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-       "      <td>https://github.com/dominicbarkerAN</td>\n",
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-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
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-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778.0</td>\n",
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-       "      <td>https://github.com/dominicbarkerAN</td>\n",
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-       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
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-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2c631a4b61d529ff1c0635750888f6f6d79c2703</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2c631a4b61d529ff1c0635750888f6f6d79c2703</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>680</th>\n",
-       "      <td>e941759874365cb152a3562c22d10847d10db326</td>\n",
-       "      <td>C_kwDOAXZz6NoAKGU5NDE3NTk4NzQzNjVjYjE1MmEzNTYyYzIyZDEwODQ3ZDEwZGIzMjY</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
-       "      <td>2022-10-14T08:47:37Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2022-10-14T08:47:37Z</td>\n",
-       "      <td>Merge pull request #318 from ANHIG/3500\\n\\nhla.dat file for IPD-IMGT/HLA Release 3.50.0</td>\n",
-       "      <td>f4dfbde08baca4399784af7359b7fdc9acc97c1f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/f4dfbde08baca4399784af7359b7fdc9acc97c1f</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/e941759874365cb152a3562c22d10847d10db326</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
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-       "      <td>tree f4dfbde08baca4399784af7359b7fdc9acc97c1f\\nparent 1ce31fc9e2805034578eff60a269c02176f03252\\nparent 2d38d3313229fdc5f8aa00052a2db21b35be3d2d\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1665737257 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1665737257 +0100\\n\\nMerge pull request #318 from ANHIG/3500\\n\\nhla.dat file for IPD-IMGT/HLA Release 3.50.0</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/e941759874365cb152a3562c22d10847d10db326</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/e941759874365cb152a3562c22d10847d10db326</td>\n",
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-       "      <td>dominicbarkerAN</td>\n",
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-       "      <td>https://github.com/dominicbarkerAN</td>\n",
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-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1ce31fc9e2805034578eff60a269c02176f03252</td>\n",
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-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2d38d3313229fdc5f8aa00052a2db21b35be3d2d</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>681</th>\n",
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-       "      <td>2022-10-20T15:46:42Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2022-10-20T15:46:42Z</td>\n",
-       "      <td>Update sample flatfile to display ID line</td>\n",
-       "      <td>ec5e05405db4963ee9b10c857e38ec3f44d18764</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/ec5e05405db4963ee9b10c857e38ec3f44d18764</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/53d99caa258f7ebd5af5a5d6f7b131f76059535e</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/53d99caa258f7ebd5af5a5d6f7b131f76059535e</td>\n",
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-       "      <td></td>\n",
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-       "      <td>https://github.com/dominicbarkerAN</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1d50edc746506c55aa9f5dc2fff61a2e4bb25a0e</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1d50edc746506c55aa9f5dc2fff61a2e4bb25a0e</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
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-       "    <tr>\n",
-       "      <th>682</th>\n",
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-       "      <td>dominicbarkerAN</td>\n",
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-       "      <td>2022-10-20T15:47:05Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2022-10-20T15:47:05Z</td>\n",
-       "      <td>Update sample flatfile to display ID line</td>\n",
-       "      <td>f451b99c69b28981884130084bfeb9e872b4e9a1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/f451b99c69b28981884130084bfeb9e872b4e9a1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/3a77d014a3ccdebd07f5acee3031a269bfaafdb8</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
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-       "      <td>tree f451b99c69b28981884130084bfeb9e872b4e9a1\\nparent 25ca5b9aeaad82db223c11bc058ba2b66ca996bb\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1666280825 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1666280825 +0100\\n\\nUpdate sample flatfile to display ID line</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3a77d014a3ccdebd07f5acee3031a269bfaafdb8</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3a77d014a3ccdebd07f5acee3031a269bfaafdb8</td>\n",
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-       "      <td>dominicbarkerAN</td>\n",
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-       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
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-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
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-       "      <td>False</td>\n",
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-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>25ca5b9aeaad82db223c11bc058ba2b66ca996bb</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/25ca5b9aeaad82db223c11bc058ba2b66ca996bb</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/25ca5b9aeaad82db223c11bc058ba2b66ca996bb</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>683</th>\n",
-       "      <td>534a03ffc9ac4a47ee1b33ce7ebaed834004b474</td>\n",
-       "      <td>C_kwDOAXZz6NoAKDUzNGEwM2ZmYzlhYzRhNDdlZTFiMzNjZTdlYmFlZDgzNDAwNGI0NzQ</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
-       "      <td>2022-10-21T08:37:33Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2022-10-21T08:37:33Z</td>\n",
-       "      <td>Update Manual.md</td>\n",
-       "      <td>7e408b93f161a56eabed6413339eea7e464f29ea</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/7e408b93f161a56eabed6413339eea7e464f29ea</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/534a03ffc9ac4a47ee1b33ce7ebaed834004b474</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjUlpNCRBK7hj4Ov3rIwAAJzoIAIYV5KLPXg4vXHKt0Nze+h8M\\nzZhg2D5+xwpgfvVLcpPCWtj0564lDXoKzMcfoEo1fhvZtI4hCX5yl7wSXdwTh2JR\\n9ZL9EwLWkuDUrNcDp16Ao2XLGTyVULn/RVQ8cID+hM7oGpt61YRLKr24fZbWTKl6\\nibbH1OFxl19ySxXUUvFpUHkgmghwVFK1sW+uXI770DOffTWvutHPi7aSsf/t3cIK\\n43yVlvFrGB2PBYO8NEDslBs4NnT1qQJug+k9nDh/9hbnpQRhLGSMTCY5S93TO6Xa\\n4HaWx2o6IJnAb7V6gXveDKfvD9dB0Gi/qQxNtuw99AMfIyePrdAvbCmQERyP/zU=\\n=GfUf\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree 7e408b93f161a56eabed6413339eea7e464f29ea\\nparent 63bd2a16920933caed1bcc2489913ad1a52d9c55\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1666341453 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1666341453 +0100\\n\\nUpdate Manual.md</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/534a03ffc9ac4a47ee1b33ce7ebaed834004b474</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/534a03ffc9ac4a47ee1b33ce7ebaed834004b474</td>\n",
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-       "      <td>dominicbarkerAN</td>\n",
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-       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
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-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
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-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/63bd2a16920933caed1bcc2489913ad1a52d9c55</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/63bd2a16920933caed1bcc2489913ad1a52d9c55</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>684</th>\n",
-       "      <td>b8c1e41fa687f1a0d771cfe7ee4d1d17289f6904</td>\n",
-       "      <td>C_kwDOAXZz6NoAKGI4YzFlNDFmYTY4N2YxYTBkNzcxY2ZlN2VlNGQxZDE3Mjg5ZjY5MDQ</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
-       "      <td>2022-10-21T08:37:58Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2022-10-21T08:37:58Z</td>\n",
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-       "      <td>2022-10-21T08:38:32Z</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/be6945f2546f30cca345ec49ea064a3bb1eaca89</td>\n",
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-       "      <td>e90e4d54ac971a4226f1957bf1a568582a36aef5</td>\n",
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-       "      <td>Update Manual.md</td>\n",
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-       "      <td>2022-10-21T08:43:59Z</td>\n",
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-       "      <td>Update Manual.md</td>\n",
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-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
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-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominic.barker@anthonynolan.org</td>\n",
-       "      <td>2022-12-14T10:02:28Z</td>\n",
-       "      <td>Corrected missing date and version field in Allelelist_history.txt</td>\n",
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-       "      <td>2022-12-14T10:02:54Z</td>\n",
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-       "      <td>Merge pull request #323 from ANHIG/3500\\n\\nCorrected missing date and version field in Allelelist_history.txt</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/50b790037030d958b662085c3f4cf34ba72a32ec</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/50b790037030d958b662085c3f4cf34ba72a32ec</td>\n",
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-       "      <td>NaN</td>\n",
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-       "      <td>michaelcooperAN</td>\n",
-       "      <td>michael.cooper@anthonynolan.org</td>\n",
-       "      <td>2023-01-12T14:47:00Z</td>\n",
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-       "      <td>https://api.github.com/users/michaelcooperAN/received_events</td>\n",
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-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/4486f5c623705c6a14d9eeaba7d155cff30cdb43</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>706</th>\n",
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-       "      <td>michaelcooperAN</td>\n",
-       "      <td>55495425+michaelcooperAN@users.noreply.github.com</td>\n",
-       "      <td>2023-01-13T10:04:48Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2023-01-13T10:04:48Z</td>\n",
-       "      <td>Merge pull request #325 from ANHIG/3510\\n\\n3510</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/0324b28ec83620104d62eff785beb9557dbad4bd</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/5f2c562056f8ffa89aeea0631f2a52300ee0de17</td>\n",
-       "      <td>0</td>\n",
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-       "      <td>valid</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5f2c562056f8ffa89aeea0631f2a52300ee0de17</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
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-       "      <td>False</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/50b790037030d958b662085c3f4cf34ba72a32ec</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/50b790037030d958b662085c3f4cf34ba72a32ec</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4b8432c7d56121c84d6ef1d75a1c7185c628c13d</td>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
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-       "    <tr>\n",
-       "      <th>707</th>\n",
-       "      <td>def376dc6955b339b17f0a4b840e80eb6b9c744b</td>\n",
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-       "      <td>2023-04-17T16:01:01Z</td>\n",
-       "      <td>xeniageorgiouAN</td>\n",
-       "      <td>xenia.georgiou@anthonynolan.org</td>\n",
-       "      <td>2023-04-17T16:01:01Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.52.0</td>\n",
-       "      <td>e9ffca9666e355b1285a0c6a42951f6a28ea7f90</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/e9ffca9666e355b1285a0c6a42951f6a28ea7f90</td>\n",
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-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
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-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/def376dc6955b339b17f0a4b840e80eb6b9c744b</td>\n",
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-       "      <td>https://api.github.com/users/xeniageorgiouAN/received_events</td>\n",
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-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/5f2c562056f8ffa89aeea0631f2a52300ee0de17</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
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-       "    <tr>\n",
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-       "      <td>2023-04-17T16:03:52Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2023-04-17T16:03:52Z</td>\n",
-       "      <td>Merge pull request #334 from ANHIG/3520\\n\\nIPD-IMGT/HLA Release 3.52.0</td>\n",
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-       "      <td>https://api.github.com/users/xeniageorgiouAN/received_events</td>\n",
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-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/def376dc6955b339b17f0a4b840e80eb6b9c744b</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
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-       "      <td>2023-05-25T11:20:51Z</td>\n",
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-       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/def376dc6955b339b17f0a4b840e80eb6b9c744b</td>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>710</th>\n",
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-       "      <td>2023-05-25T11:22:49Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2023-05-25T11:22:49Z</td>\n",
-       "      <td>Corrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt</td>\n",
-       "      <td>782c7515b6eb73a17f9af9447ee60d361535f332</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/782c7515b6eb73a17f9af9447ee60d361535f332</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/637f309a74dfb60eca09e5d45826a0f51d5a0bcd</td>\n",
-       "      <td>0</td>\n",
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-       "      <td>valid</td>\n",
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-       "      <td>tree 782c7515b6eb73a17f9af9447ee60d361535f332\\nparent 4b8432c7d56121c84d6ef1d75a1c7185c628c13d\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1685013769 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1685013769 +0100\\n\\nCorrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/637f309a74dfb60eca09e5d45826a0f51d5a0bcd</td>\n",
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-       "      <td>https://github.com/dominicbarkerAN</td>\n",
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-       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
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-       "      <td>User</td>\n",
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-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/4b8432c7d56121c84d6ef1d75a1c7185c628c13d</td>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>711</th>\n",
-       "      <td>b53f2f70f4fca9f5d637d2562e7bb6d49ca0330c</td>\n",
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-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
-       "      <td>2023-05-25T11:23:15Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2023-05-25T11:23:15Z</td>\n",
-       "      <td>Corrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt</td>\n",
-       "      <td>a7abb2bd63deff6c3e3afd67febc6426cd9f1919</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/a7abb2bd63deff6c3e3afd67febc6426cd9f1919</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/b53f2f70f4fca9f5d637d2562e7bb6d49ca0330c</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
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-       "      <td>tree a7abb2bd63deff6c3e3afd67febc6426cd9f1919\\nparent 36220a1c5c2d6954f4873a552544cc0e55b61d0a\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1685013795 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1685013795 +0100\\n\\nCorrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/b53f2f70f4fca9f5d637d2562e7bb6d49ca0330c</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
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-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
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-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>36220a1c5c2d6954f4873a552544cc0e55b61d0a</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/36220a1c5c2d6954f4873a552544cc0e55b61d0a</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/36220a1c5c2d6954f4873a552544cc0e55b61d0a</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>712</th>\n",
-       "      <td>6c2b39ff2e5ecd6ee7a45f6891673b74655f87d4</td>\n",
-       "      <td>C_kwDOAXZz6NoAKDZjMmIzOWZmMmU1ZWNkNmVlN2E0NWY2ODkxNjczYjc0NjU1Zjg3ZDQ</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
-       "      <td>2023-05-25T11:23:28Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2023-05-25T11:23:28Z</td>\n",
-       "      <td>Update Deleted_alleles.txt</td>\n",
-       "      <td>89e103ad5f61abf9b46726d1b3b98022372fb8ca</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/89e103ad5f61abf9b46726d1b3b98022372fb8ca</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/6c2b39ff2e5ecd6ee7a45f6891673b74655f87d4</td>\n",
-       "      <td>1</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJkb0UwCRBK7hj4Ov3rIwAABrQIAKi0Xw7Facw+K/f3+6s9WVYY\\nRzSW+TOZPLEM2UE4upIWxu2QlU9gGCMcrl/aK9FeElQdLSAD605cT1otfTUir/+B\\nhDXGr+mpSaIfawcwrxBeXxNUKojVbAEeCOvzTJBmEuphi3nGfFXGYsW0EZGG376y\\nVTdBkFaNfbvwjUORaNjfjZ1e9/PwMIKvgc7BqwG8guYrpe1CgpbUujAjPCMtArDV\\nc9t8BfURwBSrT8ljSy4BDUi8QfIl9/qs1xiCXyt2xHeff28+FD4U9Be9x2lbOIkD\\nIBRrR4IpEFeCaZOnIDZYrQ7xn5nkb2jCW3XVk1ozQzP2Pki+3ZNV9FY4KW73DwI=\\n=lB7L\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree 89e103ad5f61abf9b46726d1b3b98022372fb8ca\\nparent 6ce2d4bdbdf1228bb8a9783b941637d7a1c0ac78\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1685013808 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1685013808 +0100\\n\\nUpdate Deleted_alleles.txt</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6c2b39ff2e5ecd6ee7a45f6891673b74655f87d4</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6c2b39ff2e5ecd6ee7a45f6891673b74655f87d4</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6c2b39ff2e5ecd6ee7a45f6891673b74655f87d4/comments</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778.0</td>\n",
-       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>6ce2d4bdbdf1228bb8a9783b941637d7a1c0ac78</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/6ce2d4bdbdf1228bb8a9783b941637d7a1c0ac78</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/6ce2d4bdbdf1228bb8a9783b941637d7a1c0ac78</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>713</th>\n",
-       "      <td>f95ebdfd1409b83b99f2ca799ce159d12e05cda6</td>\n",
-       "      <td>C_kwDOAXZz6NoAKGY5NWViZGZkMTQwOWI4M2I5OWYyY2E3OTljZTE1OWQxMmUwNWNkYTY</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
-       "      <td>2023-05-25T11:24:49Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2023-05-25T11:24:49Z</td>\n",
-       "      <td>Corrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt</td>\n",
-       "      <td>5c5450ad6e75945f8b040038e316d6d54b9e0f66</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/5c5450ad6e75945f8b040038e316d6d54b9e0f66</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/f95ebdfd1409b83b99f2ca799ce159d12e05cda6</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJkb0WBCRBK7hj4Ov3rIwAAMLgIAE1K+DCzWtjguYPD1Qz5QGp4\\njfBJgAAYf0F4Xij/i7vGH3FqAQapZpTdOCGsDN0Y+QqdcBrrJ9DFIxp5iOuJVFUG\\nH71Hd3C/xPJKmyIQ9GNwcurRfNSrP5MHkStHgC0jRmxuKsgu3yvgbaUZbb8aHeiW\\nbQanwcm65lEk4YXWlbd2k1mZ6KP+0GT9uu5ZJKW6z6zPyB9yXBrR/EbsPWokzLr8\\npRAVii/G5U7GsUShAArBRhpp8Ig9eAgn0Rr97aOrEUc6nURGx7iaRFtJEEF+Enh5\\ne74EWzbd2IeyxweC2BnDEKCs2X/YNIOHzay1nP0l6OMxHUHMWqKm84+MTee8pcU=\\n=kawp\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree 5c5450ad6e75945f8b040038e316d6d54b9e0f66\\nparent 1d084a344c39ea1ec5fdf66575d6cc85fde30d66\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1685013889 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1685013889 +0100\\n\\nCorrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f95ebdfd1409b83b99f2ca799ce159d12e05cda6</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/f95ebdfd1409b83b99f2ca799ce159d12e05cda6</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/f95ebdfd1409b83b99f2ca799ce159d12e05cda6/comments</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778.0</td>\n",
-       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>1d084a344c39ea1ec5fdf66575d6cc85fde30d66</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1d084a344c39ea1ec5fdf66575d6cc85fde30d66</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1d084a344c39ea1ec5fdf66575d6cc85fde30d66</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>714</th>\n",
-       "      <td>1ca9c2be88d9f054d816feb449c4a55a42a6a628</td>\n",
-       "      <td>C_kwDOAXZz6NoAKDFjYTljMmJlODhkOWYwNTRkODE2ZmViNDQ5YzRhNTVhNDJhNmE2Mjg</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
-       "      <td>2023-05-25T11:25:07Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2023-05-25T11:25:07Z</td>\n",
-       "      <td>Corrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt</td>\n",
-       "      <td>68130bd7950bfeaa2d63e6f59f922471dd6c85e1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/68130bd7950bfeaa2d63e6f59f922471dd6c85e1</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/1ca9c2be88d9f054d816feb449c4a55a42a6a628</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
-       "      <td>-----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJkb0WTCRBK7hj4Ov3rIwAArPYIAJ4fRf1Fudo692thSRlnBp7e\\nZjsps+cfZ619I1WMFWCsL4Rp65ZdG/QQ42Orwgr+I9I5/tSMEi+1Heujhax5eWtV\\n1q3NqGJPt3fBD9FHAinlX8bvH7WG3+n48b05l7ix16NH+Sv8C1pVM4LKq3yI5J+J\\n5kh8YheYkp25FfOdL3AfBRjppIvxb+QfGWXB4vxYhFM92ej0YMLCh/sXoPiNww6K\\neByrXL8YAFeEq3Jq5ANYcv/FORXip858bOUqkmcxkUlsLZN3kNbIDimR6sR+T0Vq\\npndaCHEwOV3ptaoyNta89TSckREeu2ZwqwRGG7euj9PS0odayuGuCY2mJfdra6U=\\n=qnAI\\n-----END PGP SIGNATURE-----\\n</td>\n",
-       "      <td>tree 68130bd7950bfeaa2d63e6f59f922471dd6c85e1\\nparent cac526afe42a99640d287b18521d4f597f758cc7\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1685013907 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1685013907 +0100\\n\\nCorrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1ca9c2be88d9f054d816feb449c4a55a42a6a628</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/1ca9c2be88d9f054d816feb449c4a55a42a6a628</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/1ca9c2be88d9f054d816feb449c4a55a42a6a628/comments</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778.0</td>\n",
-       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>cac526afe42a99640d287b18521d4f597f758cc7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/cac526afe42a99640d287b18521d4f597f758cc7</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/cac526afe42a99640d287b18521d4f597f758cc7</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>715</th>\n",
-       "      <td>5f134ff1fb597dd477a049c92101da9f2a8a902d</td>\n",
-       "      <td>C_kwDOAXZz6NoAKDVmMTM0ZmYxZmI1OTdkZDQ3N2EwNDljOTIxMDFkYTlmMmE4YTkwMmQ</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
-       "      <td>2023-05-25T11:25:28Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2023-05-25T11:25:28Z</td>\n",
-       "      <td>Corrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt</td>\n",
-       "      <td>f57d9fcef84cb699d67cf9cc2d075f82bc81da85</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/f57d9fcef84cb699d67cf9cc2d075f82bc81da85</td>\n",
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-       "      <td>0</td>\n",
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-       "      <td>tree f57d9fcef84cb699d67cf9cc2d075f82bc81da85\\nparent 3a36f8cd57c7f0a7ba5f319dec03e82f42195e3d\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1685013928 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1685013928 +0100\\n\\nCorrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/5f134ff1fb597dd477a049c92101da9f2a8a902d</td>\n",
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-       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
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-       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>3a36f8cd57c7f0a7ba5f319dec03e82f42195e3d</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3a36f8cd57c7f0a7ba5f319dec03e82f42195e3d</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/3a36f8cd57c7f0a7ba5f319dec03e82f42195e3d</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>716</th>\n",
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-       "      <td>dominicbarkerAN</td>\n",
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-       "      <td>2023-05-25T11:25:46Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2023-05-25T11:25:46Z</td>\n",
-       "      <td>Corrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt</td>\n",
-       "      <td>7f09573aee3f202a1424fb8004cd4b446658e774</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/7f09573aee3f202a1424fb8004cd4b446658e774</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/2771365c419ffdda4748a612489ecc51f45060e8</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
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-       "      <td>tree 7f09573aee3f202a1424fb8004cd4b446658e774\\nparent ca9422949acac3495dc385af56e9778a720578fa\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1685013946 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1685013946 +0100\\n\\nCorrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2771365c419ffdda4748a612489ecc51f45060e8</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/2771365c419ffdda4748a612489ecc51f45060e8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/2771365c419ffdda4748a612489ecc51f45060e8/comments</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778.0</td>\n",
-       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
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-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>ca9422949acac3495dc385af56e9778a720578fa</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/ca9422949acac3495dc385af56e9778a720578fa</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/ca9422949acac3495dc385af56e9778a720578fa</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>717</th>\n",
-       "      <td>70b3c643390b8a1e394b5d9cc9ee1f2c6eb1baca</td>\n",
-       "      <td>C_kwDOAXZz6NoAKDcwYjNjNjQzMzkwYjhhMWUzOTRiNWQ5Y2M5ZWUxZjJjNmViMWJhY2E</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
-       "      <td>2023-05-25T11:27:41Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2023-05-25T11:27:41Z</td>\n",
-       "      <td>Merge pull request #337 from ANHIG/3520\\n\\nCorrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in De…</td>\n",
-       "      <td>c28397936e9a8e37c3907ecb4d9dc27aab805b90</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/c28397936e9a8e37c3907ecb4d9dc27aab805b90</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/70b3c643390b8a1e394b5d9cc9ee1f2c6eb1baca</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
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-       "      <td>tree c28397936e9a8e37c3907ecb4d9dc27aab805b90\\nparent 38398a75e9762ff070d8e9bd714d074332646cd7\\nparent 62945381d236dcdb2770daf1fa861b216b99635c\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1685014061 +0100\\ncommitter GitHub &lt;noreply@github.com&gt; 1685014061 +0100\\n\\nMerge pull request #337 from ANHIG/3520\\n\\nCorrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in De…</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/70b3c643390b8a1e394b5d9cc9ee1f2c6eb1baca</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/70b3c643390b8a1e394b5d9cc9ee1f2c6eb1baca</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/70b3c643390b8a1e394b5d9cc9ee1f2c6eb1baca/comments</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778.0</td>\n",
-       "      <td>MDQ6VXNlcjM3MzY3Nzc4</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/37367778?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN</td>\n",
-       "      <td>https://github.com/dominicbarkerAN</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/followers</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/orgs</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/repos</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>web-flow</td>\n",
-       "      <td>19864447.0</td>\n",
-       "      <td>MDQ6VXNlcjE5ODY0NDQ3</td>\n",
-       "      <td>https://avatars.githubusercontent.com/u/19864447?v=4</td>\n",
-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/web-flow</td>\n",
-       "      <td>https://github.com/web-flow</td>\n",
-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
-       "      <td>https://api.github.com/users/web-flow/orgs</td>\n",
-       "      <td>https://api.github.com/users/web-flow/repos</td>\n",
-       "      <td>https://api.github.com/users/web-flow/events{/privacy}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>38398a75e9762ff070d8e9bd714d074332646cd7</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/38398a75e9762ff070d8e9bd714d074332646cd7</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/38398a75e9762ff070d8e9bd714d074332646cd7</td>\n",
-       "      <td>62945381d236dcdb2770daf1fa861b216b99635c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/62945381d236dcdb2770daf1fa861b216b99635c</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/62945381d236dcdb2770daf1fa861b216b99635c</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>718</th>\n",
-       "      <td>9283ea834c9036298d0ffeec455cb00e80998157</td>\n",
-       "      <td>C_kwDOAXZz6NoAKDkyODNlYTgzNGM5MDM2Mjk4ZDBmZmVlYzQ1NWNiMDBlODA5OTgxNTc</td>\n",
-       "      <td>xeniageorgiouAN</td>\n",
-       "      <td>xenia.georgiou@anthonynolan.org</td>\n",
-       "      <td>2023-07-12T15:01:40Z</td>\n",
-       "      <td>xeniageorgiouAN</td>\n",
-       "      <td>xenia.georgiou@anthonynolan.org</td>\n",
-       "      <td>2023-07-12T15:01:40Z</td>\n",
-       "      <td>IPD-IMGT/HLA Release 3.53.0</td>\n",
-       "      <td>e469a87af741eea72f030c97d1166f3ae74a95f8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/e469a87af741eea72f030c97d1166f3ae74a95f8</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/9283ea834c9036298d0ffeec455cb00e80998157</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
-       "      <td>None</td>\n",
-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9283ea834c9036298d0ffeec455cb00e80998157</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/9283ea834c9036298d0ffeec455cb00e80998157</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9283ea834c9036298d0ffeec455cb00e80998157/comments</td>\n",
-       "      <td>xeniageorgiouAN</td>\n",
-       "      <td>55495460.0</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/xeniageorgiouAN</td>\n",
-       "      <td>https://github.com/xeniageorgiouAN</td>\n",
-       "      <td>https://api.github.com/users/xeniageorgiouAN/followers</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/522c1fdd2b79fa7caa628ec48f6654342cb77045</td>\n",
-       "      <td>https://github.com/ANHIG/IMGTHLA/commit/522c1fdd2b79fa7caa628ec48f6654342cb77045</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>735</th>\n",
-       "      <td>9269ebc7d683892d200250d1cb9b50e65775adf1</td>\n",
-       "      <td>C_kwDOAXZz6NoAKDkyNjllYmM3ZDY4Mzg5MmQyMDAyNTBkMWNiOWI1MGU2NTc3NWFkZjE</td>\n",
-       "      <td>michaelcooperAN</td>\n",
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-       "      <td>2024-01-16T14:43:17Z</td>\n",
-       "      <td>michaelcooperAN</td>\n",
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-       "      <td>2024-01-16T14:43:17Z</td>\n",
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-       "      <td>False</td>\n",
-       "      <td>unsigned</td>\n",
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-       "      <td>None</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9269ebc7d683892d200250d1cb9b50e65775adf1</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/9269ebc7d683892d200250d1cb9b50e65775adf1/comments</td>\n",
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-       "      <td></td>\n",
-       "      <td>https://api.github.com/users/michaelcooperAN</td>\n",
-       "      <td>https://github.com/michaelcooperAN</td>\n",
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-       "      <td>https://api.github.com/users/michaelcooperAN/starred{/owner}{/repo}</td>\n",
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-       "      <td>https://api.github.com/users/michaelcooperAN/orgs</td>\n",
-       "      <td>https://api.github.com/users/michaelcooperAN/repos</td>\n",
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-       "      <td>https://api.github.com/users/michaelcooperAN/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
-       "      <td>michaelcooperAN</td>\n",
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-       "      <td>https://github.com/michaelcooperAN</td>\n",
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-       "      <td>https://api.github.com/users/michaelcooperAN/received_events</td>\n",
-       "      <td>User</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/3a6d8e08813657a8ce3681fc9381e17e0c476441</td>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
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-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>736</th>\n",
-       "      <td>976810404a63f0f005190d8183450534f4c631df</td>\n",
-       "      <td>C_kwDOAXZz6NoAKDk3NjgxMDQwNGE2M2YwZjAwNTE5MGQ4MTgzNDUwNTM0ZjRjNjMxZGY</td>\n",
-       "      <td>michaelcooperAN</td>\n",
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-       "      <td>2024-01-16T15:41:14Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2024-01-16T15:41:14Z</td>\n",
-       "      <td>Merge pull request #357 from ANHIG/3550\\n\\n3550</td>\n",
-       "      <td>f33d0256071f32b24e10958c13e406d2cfd0278c</td>\n",
-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/f33d0256071f32b24e10958c13e406d2cfd0278c</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>valid</td>\n",
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-       "      <td>michaelcooperAN</td>\n",
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-       "      <td>NaN</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
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-       "      <td>Dominic Barker</td>\n",
-       "      <td>dominicbarker@Dominics-MacBook-Pro.local</td>\n",
-       "      <td>2024-01-18T11:05:37Z</td>\n",
-       "      <td>Removal of empty sequence block in A_prot.txt and MICA_prot.txt</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
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-       "      <td>C_kwDOAXZz6NoAKGRmNmJhNmY4MGEyYzVmOTk5NTkwZjA2ZmNlZDZjNGM0ZmY1NmI4OWQ</td>\n",
-       "      <td>dominicbarkerAN</td>\n",
-       "      <td>37367778+dominicbarkerAN@users.noreply.github.com</td>\n",
-       "      <td>2024-01-18T11:06:05Z</td>\n",
-       "      <td>GitHub</td>\n",
-       "      <td>noreply@github.com</td>\n",
-       "      <td>2024-01-18T11:06:05Z</td>\n",
-       "      <td>Merge pull request #359 from ANHIG/3550\\n\\nRemoval of empty sequence block in A_prot.txt and MICA_prot.txt</td>\n",
-       "      <td>7494ab73a2e3d1c11734e72acc83573cb8feb161</td>\n",
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-       "      <td>tree 7494ab73a2e3d1c11734e72acc83573cb8feb161\\nparent 976810404a63f0f005190d8183450534f4c631df\\nparent e4fd1e39a4d9f1da8e7efe4a7f699320e287dcdb\\nauthor dominicbarkerAN &lt;37367778+dominicbarkerAN@users.noreply.github.com&gt; 1705575965 +0000\\ncommitter GitHub &lt;noreply@github.com&gt; 1705575965 +0000\\n\\nMerge pull request #359 from ANHIG/3550\\n\\nRemoval of empty sequence block in A_prot.txt and MICA_prot.txt</td>\n",
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-       "      <td>https://api.github.com/users/dominicbarkerAN/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/dominicbarkerAN/gists{/gist_id}</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/followers</td>\n",
-       "      <td>https://api.github.com/users/web-flow/following{/other_user}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/gists{/gist_id}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/starred{/owner}{/repo}</td>\n",
-       "      <td>https://api.github.com/users/web-flow/subscriptions</td>\n",
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-       "      <td>https://api.github.com/users/web-flow/received_events</td>\n",
-       "      <td>User</td>\n",
-       "      <td>False</td>\n",
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-       "      <td>https://api.github.com/repos/ANHIG/IMGTHLA/commits/976810404a63f0f005190d8183450534f4c631df</td>\n",
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-       "      <td>NaN</td>\n",
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-       "\n",
-       "                                                                              node_id  \\\n",
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-       "352  MDY6Q29tbWl0MjQ1NDAxMzY6NjA4ZmZjMDFmNzc1ZTg0OTUxOTE5NDRiZDRhYzFlNzdmZDVjYTdjYg==   \n",
-       "353  MDY6Q29tbWl0MjQ1NDAxMzY6NmVkODMzNmU0MzAwMjUyODRlMzAyM2RjMjRmMTQ5ZTYzZjI3MzliNQ==   \n",
-       "354  MDY6Q29tbWl0MjQ1NDAxMzY6MzgxMzgwMjcyOGVhODQwMmI4ZDJlODQzZjY3MGJiYzk4NTI2MTQzYQ==   \n",
-       "355  MDY6Q29tbWl0MjQ1NDAxMzY6MDVkOTA4M2NlNDJiMTY4N2MzZTRmMzVhMTM5ZjJmYmJjMmJmZThkYQ==   \n",
-       "356  MDY6Q29tbWl0MjQ1NDAxMzY6YzVhY2Y3YTQzNDI4NjkzNTFiMjM4MmIxY2MxZDFiNTc2M2U3ZTA0ZQ==   \n",
-       "357  MDY6Q29tbWl0MjQ1NDAxMzY6MWJkZjQwNzk2OWNmNmM1YmI2ZGIyYzE3YzFmNDdiYmJjOTE2Yjc0Yg==   \n",
-       "358  MDY6Q29tbWl0MjQ1NDAxMzY6YjBhOWU3NjcyM2JhM2E3ZDdhZTE2MWM2ZWJhNTA2ZDE1MGI1MTcxYw==   \n",
-       "359  MDY6Q29tbWl0MjQ1NDAxMzY6MGJiY2QxNzA2Y2EyZjg5OWI2NzY4MmI4NzgzZmFlNjM2YmIwMzcyZA==   \n",
-       "360  MDY6Q29tbWl0MjQ1NDAxMzY6MDI3YzEzOWQyZGRhOWU3YmJmMjlkNjFhZjM1ZjUxM2MwNmE4MTJhNg==   \n",
-       "361  MDY6Q29tbWl0MjQ1NDAxMzY6Njk0MmRiOGEwYzJhYmJlYjIzZmRiNDg4NzIxYmJiNDEwMTQ5MjNhNA==   \n",
-       "362  MDY6Q29tbWl0MjQ1NDAxMzY6NThiOTg0MTAwM2U5MjdkYjNmZGI1MDMwNTVhMjJmNTdjYjU2YTU3Yw==   \n",
-       "363  MDY6Q29tbWl0MjQ1NDAxMzY6MWU3ZDQ3NTljZTFhN2JmYjQyZGRkNzgyMjcyYjdmZTkyNmMzZDA0Zg==   \n",
-       "364  MDY6Q29tbWl0MjQ1NDAxMzY6ZjQ2ZGNhMDgwOWI4MTNlMzgyMTRkOTY4NjBkYTdlYTgzNjE0ZTU0Yw==   \n",
-       "365  MDY6Q29tbWl0MjQ1NDAxMzY6ZWJmMDQ0MWFjMThkZjk4NWZmZGEzM2Q2MmYwZjc1Zjc4ZTA2ZDIyMw==   \n",
-       "366  MDY6Q29tbWl0MjQ1NDAxMzY6MzkzMDkxNTUxMDlhYWJjOWY2NWViZTk2Y2Y2ZGNhM2UxMDNiOWUxMA==   \n",
-       "367  MDY6Q29tbWl0MjQ1NDAxMzY6Yzg3YTNmNjE1ZjJjYmZmMzQyNmJmYmNkNDZhYTkyZWEyMzUxZjA1ZQ==   \n",
-       "368  MDY6Q29tbWl0MjQ1NDAxMzY6MGYwNDdjYjJiYTNkMDBmM2MwZTBlNDk2ODY1OTA5Y2ZkYzQ2Yjg0Ng==   \n",
-       "369  MDY6Q29tbWl0MjQ1NDAxMzY6YmIyNDk4Y2NkYjQzOTZlZDYwMmRiNTQ0YTcyNTc5M2VhMGQ3NWQyYQ==   \n",
-       "370  MDY6Q29tbWl0MjQ1NDAxMzY6ZTkyM2Y3OWUyYWFhY2FjZGI1MmRlOWIxNDljNGE0OTQ2MTYzYjc0Mg==   \n",
-       "371  MDY6Q29tbWl0MjQ1NDAxMzY6MjU2YWZhNDg2NTY0NWUzYmFmYzIzNzJjZmJkOTc4MGU2NTNmNTM1Yw==   \n",
-       "372  MDY6Q29tbWl0MjQ1NDAxMzY6M2U0MTY0NWEzM2MxYmFkYjY5MGVhOTMyNTczMjM5OGIxNWJkZDMwNQ==   \n",
-       "373  MDY6Q29tbWl0MjQ1NDAxMzY6MTQwZmE2OGY3YzQxM2ZhYjZmMjIwYjMwYWNlNmU0MTRiOGJmNmVjMA==   \n",
-       "374  MDY6Q29tbWl0MjQ1NDAxMzY6ZmRiNDY2NmFhYzE2MTI2ZTNkODUxZGI4MzQzZTJkOGM1NzMxMzFkZg==   \n",
-       "375  MDY6Q29tbWl0MjQ1NDAxMzY6MGMxNWU0NGQyYzZlZmJmMTA1ZDg5MjgyY2VmNWFkMTcxZGI0YzEzMQ==   \n",
-       "376  MDY6Q29tbWl0MjQ1NDAxMzY6OGIwMDI5MjRmOGMwOTVhYjM5ZmVjMDU0YjE4ODZhZGNhNjQ1MmQzMQ==   \n",
-       "377  MDY6Q29tbWl0MjQ1NDAxMzY6YzJmNDc0MDY0M2NjZjNjMjNiM2JlMTE0NWExNjY1OTQ0ZmNmZmJjNg==   \n",
-       "378  MDY6Q29tbWl0MjQ1NDAxMzY6M2IxODQ4NjE0ZGUxOWFkODdhNjY0MzYzNTBmNWEzMTYxZWU2MTE4OA==   \n",
-       "379  MDY6Q29tbWl0MjQ1NDAxMzY6ZjJiMzJhOGRiYzRkM2NiYzIyZTg5OTYxOWUzZTg4ZTI0ZWM0NTQxZQ==   \n",
-       "380  MDY6Q29tbWl0MjQ1NDAxMzY6MTZjMDlkODkzOTg2MDNkY2Y2NTNjYzU0NzZmODU3ZjFhMjFjMWQ5ZA==   \n",
-       "381  MDY6Q29tbWl0MjQ1NDAxMzY6MGZiMDA1YTJhN2RhMjFiMGE0NDY3MDk2OWU1N2IyY2VmODgzZmVhMg==   \n",
-       "382  MDY6Q29tbWl0MjQ1NDAxMzY6NTg5ZmVjMTM4YTY1NDQyOTVmMGIxNDZkMGRhOGMyNDczNTkxMGJmYg==   \n",
-       "383  MDY6Q29tbWl0MjQ1NDAxMzY6MmEwMjE0YTRjZjkyYWEyYjE0NWIzYjZhMjlmZTIzNGVhNTY0OWMyNw==   \n",
-       "384  MDY6Q29tbWl0MjQ1NDAxMzY6NWVkY2Y3MzU0OWQxZjQ2MjkzMmM0ZmJiOTQxNmU5MTE2NjViY2ExNQ==   \n",
-       "385  MDY6Q29tbWl0MjQ1NDAxMzY6MmQyODJjMzZjMjAwNWExMWU5ZDMxNTFkYWFhYWY3ZTRjYTVhY2ZiOQ==   \n",
-       "386  MDY6Q29tbWl0MjQ1NDAxMzY6N2I0MjliOGM4Y2U3MzQ3ZWM4NmNiMDFiMGRmYzJmNTUzZWJlOGY0OA==   \n",
-       "387  MDY6Q29tbWl0MjQ1NDAxMzY6ZDdhOTgwNGFhMWU0NWI5Nzc1MzhhNWQ2YjQwNTU4NGI1YzlmMjQyMg==   \n",
-       "388  MDY6Q29tbWl0MjQ1NDAxMzY6MzA2MmQ3YWY5MWMyMDgxMTM1MmM4OGJiODdkMzE4YTkzZmEzZmQ3OA==   \n",
-       "389  MDY6Q29tbWl0MjQ1NDAxMzY6ZjI0NzJhYWY1NzI2NTg3NTdhN2ZjMmIwMTMyZmNjODVmYmZlMDJjMQ==   \n",
-       "390  MDY6Q29tbWl0MjQ1NDAxMzY6NDQwNjc4MTU0NDk0ZDhlZmQ2ZDNmYzRmZTFjMjI1YjhmYWIzYjI1Yg==   \n",
-       "391  MDY6Q29tbWl0MjQ1NDAxMzY6OWE1NmQ4MjFjZjA5ZmE2YWNmMzRiYTdmZGI1ZmVjMjk0MzAyZGM2OA==   \n",
-       "392  MDY6Q29tbWl0MjQ1NDAxMzY6ODBiMTlkZDc1Y2ZjNTE0NGRmNDViN2VkOWI2OWFlMjM3ODk1YjNlZQ==   \n",
-       "393  MDY6Q29tbWl0MjQ1NDAxMzY6NThkNWRiYjAxZDU5YmIwMWJmNTJhNTRlZTkxNmRlMDUwMmUzNzk1ZQ==   \n",
-       "394  MDY6Q29tbWl0MjQ1NDAxMzY6YmM1YWZiY2NmY2FiODNlNzUzMzAyZTA2YzlmNGM5YzIzMjk5MjY0Ng==   \n",
-       "395  MDY6Q29tbWl0MjQ1NDAxMzY6Mjg0MWRhNGRlOGJhZDg4ZmRjZmY0ZjcxMWQxODhlY2E3MzEzMjBlNA==   \n",
-       "396  MDY6Q29tbWl0MjQ1NDAxMzY6OTk1NDc1NjhmMjJlNDg2YTc1OGRiMGRmNDFjMjdiZDdhMGE0YWJlMA==   \n",
-       "397  MDY6Q29tbWl0MjQ1NDAxMzY6Y2Q1NzlkN2VkNTljYzAxZTViMWQ1MjMwNTQzYjU1MmUxYWZlNTVjZQ==   \n",
-       "398  MDY6Q29tbWl0MjQ1NDAxMzY6NDcyYjU0MTk1OGUyZjg3NTVkZDcyYmY4NjAxNDA0YzNmYjAzNTExNQ==   \n",
-       "399  MDY6Q29tbWl0MjQ1NDAxMzY6YjI0MmRiMjAxMGM4YjVlZDVmMjJiYTg5YzMxMzJkYTIyNWZjNWZhMg==   \n",
-       "400  MDY6Q29tbWl0MjQ1NDAxMzY6MjVlNDViZTE0MTNhYzUwNzE5Mjg1MjkxNGQzYWViODA4ODM0YzA4ZA==   \n",
-       "401  MDY6Q29tbWl0MjQ1NDAxMzY6ZjRjZWU5OWRlZjc3ODZlY2RjNzYwOTNkZTM2NDQxYTIyZTFkMjc0NA==   \n",
-       "402  MDY6Q29tbWl0MjQ1NDAxMzY6YzQ3NWJhYmE3NTkwNmMzZDBiNTljZDBhNDYwZTY0NmNkMGQ2ZjY5NA==   \n",
-       "403  MDY6Q29tbWl0MjQ1NDAxMzY6MTY0NzIzM2ZmNWFjZmQ3NDU3OWUwNzliY2MwYmQzM2FhNjdkMDM0NA==   \n",
-       "404  MDY6Q29tbWl0MjQ1NDAxMzY6MjgzYzQ3Mzg3ZGJjOWVmMTBkZTgxNmE1YTcwNjllZGMxOTRlYzIxNQ==   \n",
-       "405  MDY6Q29tbWl0MjQ1NDAxMzY6ODY1OThmYjNhNGE4ZjBlOTlkY2FjYWRkOWRhYjFlZjI1ZmVjMjNiYQ==   \n",
-       "406  MDY6Q29tbWl0MjQ1NDAxMzY6NjIwMzRkZWMzMTk3MzkwMmNkYmFkOWRkZTQ5ZDIxNTAxNjUyMGI1ZQ==   \n",
-       "407  MDY6Q29tbWl0MjQ1NDAxMzY6MTgyYjQ2OWQ0N2QyZGViYzczNTM1MTdjYjdhM2I3YzkyZjlmNDE3Ng==   \n",
-       "408  MDY6Q29tbWl0MjQ1NDAxMzY6MjUyZDdjNWRjOWQyZjc2NzE0NDdmZDExZmU2YmIwMDRjNDM4ZjM0Yg==   \n",
-       "409  MDY6Q29tbWl0MjQ1NDAxMzY6MTU0YmM5NGY5MjhmNWU0YzIwZGRiOWRmZjExMmRlMzZiNGYyMDg2YQ==   \n",
-       "410  MDY6Q29tbWl0MjQ1NDAxMzY6YWY4NTdhNTA0MTA2NDM0YTc1M2VjZDU0MWY3YjBiYjVkMDc5NzBhYQ==   \n",
-       "411  MDY6Q29tbWl0MjQ1NDAxMzY6NTI5OGNiMzdkZGNjYjU3ZGM5ZjQ3ZGQ3MzBkYWE4ZTAyMWNlNmVkZQ==   \n",
-       "412  MDY6Q29tbWl0MjQ1NDAxMzY6ZmQ2NDE5N2EzZWI2Y2E3YjY4YjhmZjQ3YjQ4OTg1OGVmYTY3MzkwOQ==   \n",
-       "413  MDY6Q29tbWl0MjQ1NDAxMzY6MGZhMDc2N2Y4MDZiNjdlYzg0MmY2ZWRhNDIzOTMxMDM4Yzc0NDU2ZA==   \n",
-       "414  MDY6Q29tbWl0MjQ1NDAxMzY6MTBmZjAwMzExMjgwMjQyOTkxNThjMjg3M2U2ZjRmMTliZGZjZTlmYQ==   \n",
-       "415  MDY6Q29tbWl0MjQ1NDAxMzY6MWI5YjE3YTE0ZTljMDcwYjY0YjlkNTViMjg4YjY4NzQ1ZmEzYTQ5Yw==   \n",
-       "416  MDY6Q29tbWl0MjQ1NDAxMzY6YmY2NzNiNGE0ZjQyNDE1MzE3YjExNmVmNzE1NTJhNzVkMTU5NzRjNw==   \n",
-       "417  MDY6Q29tbWl0MjQ1NDAxMzY6NDA1MjM3MWY4ZDY4ZGM2NjJkOGM1YjA3Mzc3ZDlhZWJjZmNjYzBiOQ==   \n",
-       "418  MDY6Q29tbWl0MjQ1NDAxMzY6YWY4ZjZkYTRjOTIxYTJhNWQ1ZDM5MmY1NTBlZGJhNTAwM2JjZDY1YQ==   \n",
-       "419  MDY6Q29tbWl0MjQ1NDAxMzY6ZmZkZGIwODgwNTFiOGIwYjBkZTBlOTk1NjYxM2UzMWY4OGIyZmU2NA==   \n",
-       "420  MDY6Q29tbWl0MjQ1NDAxMzY6NTljNzMwOWY0NWZkMTk3M2JlYmExOTJjNDI5MDczYjg0NjliNTc2Ng==   \n",
-       "421  MDY6Q29tbWl0MjQ1NDAxMzY6NjFkYWFkYmY2NjlhZGYzNmZlMzUzYjRkNjQ4N2FjYWU1NzI2ODcxNQ==   \n",
-       "422  MDY6Q29tbWl0MjQ1NDAxMzY6MGYyMGEzNGViMzZhZjUyZmQyZTU4NzdmMGQ1MzJhMmQ3MTk2ZjNmNg==   \n",
-       "423  MDY6Q29tbWl0MjQ1NDAxMzY6NjdhZDc3YzM3NTliOGNlMzM5YzdmNzJlNDVkYzY5ZTExMjM0NjUzMA==   \n",
-       "424  MDY6Q29tbWl0MjQ1NDAxMzY6NzMwODcyZDE0ZGFlNTY1MGExY2Y2OWU5MTEwZDAwYWY1MjMyMzVmNA==   \n",
-       "425  MDY6Q29tbWl0MjQ1NDAxMzY6NmMwMTgwNjk2NGI1ZmQ4NDFkOWU3NjI5MGJiMmI2N2E5YTIwMTRmYw==   \n",
-       "426  MDY6Q29tbWl0MjQ1NDAxMzY6NThkNTBhNjIwYzYxMGI0YzRiYzIyNGRiY2QzMGZiY2I2ZDBlZWQzZg==   \n",
-       "427  MDY6Q29tbWl0MjQ1NDAxMzY6MWJjMWUyOWE4ZTgxOWE2OThiMWI4OGY0NDNkOTA4ZjgzNGJiODJiNw==   \n",
-       "428  MDY6Q29tbWl0MjQ1NDAxMzY6MjkzYjBlMWY3NDA1OTVlZjJhZTc2NWUwZjcwYzY0YTkyYzUzZTA1NA==   \n",
-       "429  MDY6Q29tbWl0MjQ1NDAxMzY6ZTQ2M2E5ZjEzZmY4YWI3OGM0ZGY0MmM2YWY5ZmRjNzdlODRlZjhlYg==   \n",
-       "430  MDY6Q29tbWl0MjQ1NDAxMzY6ZDU1N2I4MGMyZGIxNDlkYzUwZTIxNjNhYmUzMDYzNWMzMmZhYTk3MQ==   \n",
-       "431  MDY6Q29tbWl0MjQ1NDAxMzY6OTY1NmZiYTExZDBjYjlhM2RjZjI4ZWI4NjE1MzM3Zjg1YjVmNjVjMQ==   \n",
-       "432  MDY6Q29tbWl0MjQ1NDAxMzY6NDMxYjRiNjQzNGYzMTgzNTQ0MjZlZTAyYTQ5NjE2Yjk5OGU4Y2M2OA==   \n",
-       "433  MDY6Q29tbWl0MjQ1NDAxMzY6ODg3NDM0ZWRhZWVjMmY0MTYxZmRjMTY0MmRhYjRkMDdlNTVmMjNjOA==   \n",
-       "434  MDY6Q29tbWl0MjQ1NDAxMzY6MGQzYTZjNTQyMzQwNTY3ODQzMWY2NDc0NDRjYmVmYjcyNjI2MjEwYg==   \n",
-       "435  MDY6Q29tbWl0MjQ1NDAxMzY6ZmVmNWRiNWVjOWM5OGI0N2M0ODdmOTJiNzE0ZmZiZTA1YWJjMDNjZg==   \n",
-       "436  MDY6Q29tbWl0MjQ1NDAxMzY6YmE4ODRkMDQwNzJiOWI3NDc2MzI5NGMwNWZlY2ZmZTQ2NTA1NjU5MA==   \n",
-       "437  MDY6Q29tbWl0MjQ1NDAxMzY6NDBjZjJmZmQ5ZDFlZWJhZWEzYTIzZmQ2OWEwYzlkZGVlMmIyNjE2OA==   \n",
-       "438  MDY6Q29tbWl0MjQ1NDAxMzY6MWU1YjBmNDgxYmQ3MTMwOGJlODk5ODNlMDMxMzc3YjNlNzQ5MmEwZA==   \n",
-       "439  MDY6Q29tbWl0MjQ1NDAxMzY6MGQ2MDhlMDI4YWU1ODQyZDI0NTBhYjhlOTc3YTljZjY0YjhlNzg1NA==   \n",
-       "440  MDY6Q29tbWl0MjQ1NDAxMzY6NTAxOTUwZWVjMzkzYzEzODkzZDQzOWRlYWUzYzUzNmQzYjhhNjk0Zg==   \n",
-       "441  MDY6Q29tbWl0MjQ1NDAxMzY6YjBiYzc5YmI2ODhmNzlhOWM0NGZiYjU4OTIzY2RiMzIxNWNiOWJjNg==   \n",
-       "442  MDY6Q29tbWl0MjQ1NDAxMzY6ODFiNmIxNzRlYzY3OTI5ZDBiNDQwMWIwMGUyNWRmODdjYjFmNjcxOA==   \n",
-       "443  MDY6Q29tbWl0MjQ1NDAxMzY6YmE1ZjU4ZjQ4ODllM2VjZTI1NTY2NjJlZTdkZmEzZDcyY2NiNmJlMA==   \n",
-       "444  MDY6Q29tbWl0MjQ1NDAxMzY6ODY4MWY2NjI5MzliZDc2ZDI0ZWJjNTZmMTQ5MTE4ZmI2NTY3ZWUxOA==   \n",
-       "445  MDY6Q29tbWl0MjQ1NDAxMzY6YmU2NjM0MGYzN2MxNWExZDMwYzYxZWIwNTg4MWQ2M2ZhOTllYTVmNg==   \n",
-       "446  MDY6Q29tbWl0MjQ1NDAxMzY6MDIxYjU2NzBlNmU1NjMwODdiNzgyMWZjYTkyN2Y2MmQ5ODllNWNlYQ==   \n",
-       "447  MDY6Q29tbWl0MjQ1NDAxMzY6OTZlNDc3YTY4MWQ5MzlhNjRhZjA0NDQwZWU2ODJhMmQwZjZiZTM2NQ==   \n",
-       "448  MDY6Q29tbWl0MjQ1NDAxMzY6MGQwNjA2M2FiZjc5MjEwMjEwYjk1ODg3NzE0NjMwNzQwMjEwZTI2YQ==   \n",
-       "449  MDY6Q29tbWl0MjQ1NDAxMzY6MDE1ODhmYmY0YzU2MzYxNDJmZThkMzM5ODBhM2VkYWIyYjAyM2U5ZA==   \n",
-       "450  MDY6Q29tbWl0MjQ1NDAxMzY6NDc1Y2ZlMjdlNDMxOTRhNmQzODkxNWU0MTEwZGZjNWJlMWIxMjkzNQ==   \n",
-       "451  MDY6Q29tbWl0MjQ1NDAxMzY6ZmIwMjVkNzZlMjUwOWJlNzA0YjRiNzM4ZTRhYzVmODNlNTExYWVhMw==   \n",
-       "452  MDY6Q29tbWl0MjQ1NDAxMzY6MmE2MTA2MmE1NGQ4NDkxNzUxZmM3ZDhlYWVkMjNlOGJiZjRlMzgzMA==   \n",
-       "453  MDY6Q29tbWl0MjQ1NDAxMzY6M2UzYzQ5ZDk0YWFmMmUzNmM3N2YwNmYxZWZmNDU1YjllYzE5NmY4NA==   \n",
-       "454  MDY6Q29tbWl0MjQ1NDAxMzY6Nzg4ZTlkOGEzZThkYjk2MDY4MjRkMmQ1MjY0NmJkOTE5MDJmMDNhOQ==   \n",
-       "455  MDY6Q29tbWl0MjQ1NDAxMzY6YzI1OWRlZjQ4NjMzNGZjOWY3NjEwZDZlY2IxZDIyYzdmZDkyNTA3ZA==   \n",
-       "456  MDY6Q29tbWl0MjQ1NDAxMzY6YjQ2YWVjODU5NDVlZDc3M2VmZjA0NDVkYjNiMDk0MGY0NDY5ZDAyOA==   \n",
-       "457  MDY6Q29tbWl0MjQ1NDAxMzY6ZDVlN2IzNDUyNjg4NmM3ZjVhMzI5MWIxMzJiM2M4MGNlNTU2NDBjYg==   \n",
-       "458  MDY6Q29tbWl0MjQ1NDAxMzY6OWFiNWQ3Njc2NDYxN2U0M2M4NDBmYmUxODdiN2MzMTczNjgyZDk0Yw==   \n",
-       "459  MDY6Q29tbWl0MjQ1NDAxMzY6M2U4YmI2Mjc3NzRhZDYyYTc2NWZiNzgyNmJlZjhiOGQzZWZjODJiOA==   \n",
-       "460  MDY6Q29tbWl0MjQ1NDAxMzY6OTkyNmE3MGM4ZDQ2MzkyOWVlNWUzOGI0YjZhYTIyODRiYTA3ZGE5Zg==   \n",
-       "461  MDY6Q29tbWl0MjQ1NDAxMzY6MDJlZjAxZGQ2NDY5OTJmNzUxODA5NGM0ODI4MWViMWIzODlhYzEwNQ==   \n",
-       "462  MDY6Q29tbWl0MjQ1NDAxMzY6MDU0ZGFjNzY3ZTM1MTNmZWQ3Y2VkMDYzOWZjNjdkZDM3MWI0YmQyOA==   \n",
-       "463  MDY6Q29tbWl0MjQ1NDAxMzY6YjY3YzhjZWU5ZjMxN2I5YWFiN2NhM2E5NDc4ODEzMTgzYzc3ZTE2Zg==   \n",
-       "464  MDY6Q29tbWl0MjQ1NDAxMzY6NDhjYWEyMDJjOTQxYjc5YTE4NjgzMTFjZDJiYzJkYmY0NTg4OWFlYQ==   \n",
-       "465  MDY6Q29tbWl0MjQ1NDAxMzY6ZDg5ZTg3ZTJlYjAyOTZhMzUzY2Q4ODBkNDc3NzMzMDdkOTQ5YWQwMg==   \n",
-       "466  MDY6Q29tbWl0MjQ1NDAxMzY6YmQ0NTYyYjBlZGM1YjAyYTIyYjhhNTg4NTY4ZTA0ZjAzNjJkODIyMA==   \n",
-       "467  MDY6Q29tbWl0MjQ1NDAxMzY6YTE5Zjg4N2FkZjhkZGY0YzYxYzFhZjgwM2Q0NmJiZDM1NjQzNTE2YQ==   \n",
-       "468  MDY6Q29tbWl0MjQ1NDAxMzY6ZTA1YTVjNDJkODk4MTU2MjZkNGEyNzJkMzI4M2UyYmQ4NmY1ZmM2Ng==   \n",
-       "469  MDY6Q29tbWl0MjQ1NDAxMzY6ZTc1MzdhZGQ5MTFlZmJmODg5MGIxMjZkMzYzOWMwNTYwZmUwMzgyNw==   \n",
-       "470  MDY6Q29tbWl0MjQ1NDAxMzY6MGJmZmY3MGZlOGNhNTA0YWJhZjg2MzdjY2Q0ZWNjNzUyZTk3MTdlOQ==   \n",
-       "471  MDY6Q29tbWl0MjQ1NDAxMzY6YTlmNjE5MDMyZWE2OGM1NjFlMzlhOWVhM2ZlNDM1ODU0MzM1NmE5Mg==   \n",
-       "472  MDY6Q29tbWl0MjQ1NDAxMzY6MzBjYTA1NGVmZDc4NzI1OTdlOGEzZTE0MDQzNjI3YWUxMjZhMWVlOQ==   \n",
-       "473  MDY6Q29tbWl0MjQ1NDAxMzY6MTRhMzhiNjQ4MDM0ZTYxMjcwMjA3YmEzNjcyYTE5ZWMwODQwMWFjYQ==   \n",
-       "474  MDY6Q29tbWl0MjQ1NDAxMzY6YjI1NTMyZTI3ZGFiZjQwNzUyYTI2ODdjNmIxNGM3ZTUyMWFkZGY0ZA==   \n",
-       "475  MDY6Q29tbWl0MjQ1NDAxMzY6NzI5MTE2MDdlYjQ5NzU4NWI4ZTU2ZDkwNmQwNzk0Yzk5Zjg4OGU3Yw==   \n",
-       "476  MDY6Q29tbWl0MjQ1NDAxMzY6MDMyODE1NjA4ZTYzMTJiNTk1YjRhYWY5OTA0ZDViNGMxODlkZDZkYw==   \n",
-       "477  MDY6Q29tbWl0MjQ1NDAxMzY6YjIzZDdkYjBlZWJiZjUyZDUxMDc4MGNlZmI2ZTA5ZjgzZGU3MDU4MQ==   \n",
-       "478  MDY6Q29tbWl0MjQ1NDAxMzY6ZTVlODBhMWYyNGRlODE5YmUzYmU3ZDBiMjY2MWI2ZWI1ZjA5MTdhYg==   \n",
-       "479  MDY6Q29tbWl0MjQ1NDAxMzY6MGQ1YWZjZGU2NzJjZjA0NzJkNWYwMmY0NzA1ZGQ4ZDMxYzMyZWIwMQ==   \n",
-       "480  MDY6Q29tbWl0MjQ1NDAxMzY6OTMzYjk5YzNjYmY1OWQ5NjA4NmUyNzIxODllOWY4ODU2ODRjM2EzYw==   \n",
-       "481  MDY6Q29tbWl0MjQ1NDAxMzY6YWU3ZGQ2ZDM3MmM3ZDFmMWQzYThhNjMzMzdjYmVhN2M1MTJlYzFhMQ==   \n",
-       "482  MDY6Q29tbWl0MjQ1NDAxMzY6ZTVhZjZhYWY4Y2UzZDA1MmNhYjA5YmNkYThmNDVjOGVmYWZlYWViNA==   \n",
-       "483  MDY6Q29tbWl0MjQ1NDAxMzY6M2JlZjU4ZmE0NjNmMTQ5ZGJhOWJiZTM5Y2U1OTk4ZGMzMDk3NzViMQ==   \n",
-       "484  MDY6Q29tbWl0MjQ1NDAxMzY6MTg1OTk4MTViMTg2NDE5ZWE4ZjcxY2FjY2QzZDM0OTZlNTIzMTBiYg==   \n",
-       "485  MDY6Q29tbWl0MjQ1NDAxMzY6OGNkOTBkNDc5MGE4ZTI3NTc3YWRiYjY3N2M1ZTFiNzExZjZkZDg1ZQ==   \n",
-       "486  MDY6Q29tbWl0MjQ1NDAxMzY6MzU2NWQxZmE3OGQyMDJiM2FiOTJiYWRmYzQzOGIwNzEwNDgzNTE1Mg==   \n",
-       "487  MDY6Q29tbWl0MjQ1NDAxMzY6ZGI1YTIxNzI5NzAxMzQwYjBjZTQ0NDEyNjdkMzE1ZmMzZmY5ZDU2Yw==   \n",
-       "488  MDY6Q29tbWl0MjQ1NDAxMzY6ZjQyZWYwNjY5ODFmYTQwNzI1OGY1MjVmMjE5MWFlNmRhY2JkZjNhMw==   \n",
-       "489  MDY6Q29tbWl0MjQ1NDAxMzY6ZDczN2ZiZTM0Y2Q4ZDY4NDhlYjFmZDEwYjJkNDVmNjY5ZTEzY2Y0ZA==   \n",
-       "490  MDY6Q29tbWl0MjQ1NDAxMzY6YWE2NjVjOTJhMWU4YTgzNzk1YTc2OWIyZGYwNWVhNTIzMjMwYTZlYQ==   \n",
-       "491  MDY6Q29tbWl0MjQ1NDAxMzY6MzMxMTQ1MzhjNWMwNGE1NDFiNzljMDdiOWVhYjEzZTdmNDY4ODc3Ng==   \n",
-       "492  MDY6Q29tbWl0MjQ1NDAxMzY6OTQ0M2JmMDE4NWMyMjliMjgwNWY2ZDc0ODY0MmE5ZWY4NjhlZDkxMA==   \n",
-       "493  MDY6Q29tbWl0MjQ1NDAxMzY6MDRiMTc0ZGU3NTE5ZWJhNTQ0ZGU1NDZjOGRhODM2MDViMmQ2NzY5NQ==   \n",
-       "494  MDY6Q29tbWl0MjQ1NDAxMzY6MzEzZmE5NDFjMjdkYzgwYzhiZTY0M2U1NTlhNTdmYTlhNjFiNWM4MQ==   \n",
-       "495  MDY6Q29tbWl0MjQ1NDAxMzY6Nzc2YmZhMzc1NzNjZDk1NWYyYTY1YjE1M2MyYTRhOWRhMTM1Y2NmMw==   \n",
-       "496  MDY6Q29tbWl0MjQ1NDAxMzY6N2ZjMzE4YTIxZWU1ZTYxYjIwYjY3NzEzZGE4M2Y1M2YxNzBmYThjOQ==   \n",
-       "497  MDY6Q29tbWl0MjQ1NDAxMzY6ODRiMjJlYTI3YmY5OTBmODg2MzUwOWQ1YTgwOGYyMjFkMjExZmJiZA==   \n",
-       "498  MDY6Q29tbWl0MjQ1NDAxMzY6MjgzOTJkNDQ4YjFlZDFiOTI4ZTBlNDdjNzk2NTVkZDhhYjQ1MWE4Nw==   \n",
-       "499  MDY6Q29tbWl0MjQ1NDAxMzY6YTNiNDkwYjZlNzNhYWY2Y2Y4ZjkzNmY4ZWY3NzE4MGJhZThmYTBlNw==   \n",
-       "500  MDY6Q29tbWl0MjQ1NDAxMzY6MGM4OGJiNmJkMzJjN2QyYmRmOTFkMjhhMmRmMDkyZjIwYTdhYzM0YQ==   \n",
-       "501  MDY6Q29tbWl0MjQ1NDAxMzY6MTlkNjk2NDdmOWFiZmE3MWM5OWViOWRiNWMzODAwNmFmOTkzODY0ZQ==   \n",
-       "502  MDY6Q29tbWl0MjQ1NDAxMzY6NDA4ZjQ2YjY3ZjI4ZTMxOTQxZThiNWYwZmMzMGZjZjZjMzQ1MzkzNg==   \n",
-       "503  MDY6Q29tbWl0MjQ1NDAxMzY6MTdmZDA3ZWRhMzVkNTIyNGFhMTk5YzhiNzVhMTg3Njc2ZTU5ZjRmOA==   \n",
-       "504  MDY6Q29tbWl0MjQ1NDAxMzY6OGExYzgzZDVlYWFhOTEyOGFhYzU0NjY1OWQwY2M5NzYwMmJiN2ExMA==   \n",
-       "505  MDY6Q29tbWl0MjQ1NDAxMzY6YTQ4YWY5OTZjYjk3ZjgxMWQzNzczNWYyNTE5MDNlY2UyYjA4Y2JmYw==   \n",
-       "506  MDY6Q29tbWl0MjQ1NDAxMzY6MzE4ZDliZjk0ODM2MjE5NjkwNTk3ZThmM2Y4OGQ2ZTU0NDAwODkwMw==   \n",
-       "507  MDY6Q29tbWl0MjQ1NDAxMzY6MDlmNWFlNzgwYTI5MDdlNjFhZDhkMDQ1NTVjYjRhMDdjNDViYTJkNw==   \n",
-       "508  MDY6Q29tbWl0MjQ1NDAxMzY6N2NhNzMzYjE4ZWRhYjFmYzgzN2EzNGUzNzY0YjdkNTVlOGRjOTNiMA==   \n",
-       "509  MDY6Q29tbWl0MjQ1NDAxMzY6MTQ1NTYxZjZjNWM3YTNlNmE0YTA3MzY2NDU3ZWIzYTFlZGNmMjIwMA==   \n",
-       "510  MDY6Q29tbWl0MjQ1NDAxMzY6NjBjNGVhNzQ5NmQxMTMzZDdmM2UxNDZhZWExM2Y0OGM0MmM1MGYzNA==   \n",
-       "511  MDY6Q29tbWl0MjQ1NDAxMzY6NDhlNjc2ZGQwOTQzM2JhOTE4MWQzMWRiM2M5MzhiNjhjYmMyYzE5NA==   \n",
-       "512  MDY6Q29tbWl0MjQ1NDAxMzY6ZWExYTcyM2JkYWM1NjUyYWE2NDA3MzYxZmQwNWU4MTRmM2E1MTQwMQ==   \n",
-       "513  MDY6Q29tbWl0MjQ1NDAxMzY6NmZkYWExN2Q5MTgzZDYwZWQ2MDkxOTdhY2RkMThmZWE4NzEwMTkzMQ==   \n",
-       "514  MDY6Q29tbWl0MjQ1NDAxMzY6NTliNWNkYjFkZWUwMjEzNTExMjU2NDU5ZDRmY2RlMTM2NDllZTg4OA==   \n",
-       "515  MDY6Q29tbWl0MjQ1NDAxMzY6YTE5MmMzMDYyMTVmZjY2NTdjNDZjMDZhYzNkOGU0NGZhOGIwYzIzNw==   \n",
-       "516  MDY6Q29tbWl0MjQ1NDAxMzY6OTJmMjIyMWVhYzQ0MTcwMDQzOTY1YmY4YzJmOWFiZmJlOGEzZDZmZQ==   \n",
-       "517  MDY6Q29tbWl0MjQ1NDAxMzY6YTcwYWU4ODk5NjZiYzY2NmU1Yjk3NTY2OWViZmE4OTM3YjliYjVmMA==   \n",
-       "518  MDY6Q29tbWl0MjQ1NDAxMzY6MDc0NWRhMWNmODMxMjk0ZmI3NjgyZGRiYWFiOGY1ZTRlNzFiNGQyZQ==   \n",
-       "519  MDY6Q29tbWl0MjQ1NDAxMzY6NDMyZWJmNmRkZGYzOTMxOWY5M2E5ODQ5MzhkMTYwZjVmZGQ4NmIwMg==   \n",
-       "520  MDY6Q29tbWl0MjQ1NDAxMzY6YzQwYTQ4YTkwM2Q1MDExNmU1MzdjMTM1ZTZmODUyOTAwMzQxZGJmOA==   \n",
-       "521  MDY6Q29tbWl0MjQ1NDAxMzY6NTllZDFkNmRmZmNjMjc4N2JmOTc0ZjRlYTY5MDkyYTkwNzJjYzE4NA==   \n",
-       "522  MDY6Q29tbWl0MjQ1NDAxMzY6NTk2YTVlMjgwOThhOWI5MzdlOTQ3Y2JhM2RiZjJhNGVhODY2YTg4Ng==   \n",
-       "523  MDY6Q29tbWl0MjQ1NDAxMzY6NDZhMzhlNGFiYmQyMzkyYzU3MzUwZjAyM2I1Yzg1NTA3MGU0NGNmNw==   \n",
-       "524  MDY6Q29tbWl0MjQ1NDAxMzY6ZGM1NGI1MDAxNWZjZmJiNDk1Mjg3NDg1MjBlMGQ3ZjJiMmZmMmUwOA==   \n",
-       "525  MDY6Q29tbWl0MjQ1NDAxMzY6OWFkNzMzNmZiMWI3YjYzMDczMTBlZmIwMzA4ZjZmNzM2MjEzM2U4Yw==   \n",
-       "526  MDY6Q29tbWl0MjQ1NDAxMzY6ZWU1OTM0YjRmZjAyMGZlMjFjZjU5ZTUxYWU3OGY2MjNmZWQyNTljMA==   \n",
-       "527  MDY6Q29tbWl0MjQ1NDAxMzY6YzQzNjc4MGZlYTcyMjhkZjYzZjQ5MzQ1MTUzMWJlNmZkNDQ4ODU0ZQ==   \n",
-       "528  MDY6Q29tbWl0MjQ1NDAxMzY6OThkNDdmYjA1MTFlMGIxOWIwODdjMjlhODQ2NGU3NzMxMDYzMzRhOA==   \n",
-       "529  MDY6Q29tbWl0MjQ1NDAxMzY6ZDZjNzRiZGI4ZjE4ZGMxMzA4NmQ5NWZmMzA3MmFmMTQyMmI2MTg4OQ==   \n",
-       "530  MDY6Q29tbWl0MjQ1NDAxMzY6ZTQzNWFmOTM5YzRhNzc2ZjljYjkzMDllNzYxYTQ2Y2JkMDA0M2I2MQ==   \n",
-       "531  MDY6Q29tbWl0MjQ1NDAxMzY6MTcxYTM0ZDRlNjQ4ZDIzZjA5MDU3MjA4NmE2ZWQ0MDc5NGViMDg5Ng==   \n",
-       "532  MDY6Q29tbWl0MjQ1NDAxMzY6MjQ1ZmRlOGRjYzUzNWE3OWYyZGZkYWVlYjFiZDJmMjgwNGExMTZlMQ==   \n",
-       "533  MDY6Q29tbWl0MjQ1NDAxMzY6NDFiMzM2NGRiOTZiNTZiNmRkNTk2ZDc3NjM4NTY1N2U5ZjJkOTZhMg==   \n",
-       "534  MDY6Q29tbWl0MjQ1NDAxMzY6NzQ4NmUzZjgyNzZlM2E4NDk1ZDJiMTU0NDk1ZDdhOGZhMzBlNTdjMA==   \n",
-       "535  MDY6Q29tbWl0MjQ1NDAxMzY6NWVmMGQzMzA5NTNmYmExODg5NjUzYjEyMGJkZjUwZDIyY2M1NzFhNw==   \n",
-       "536  MDY6Q29tbWl0MjQ1NDAxMzY6YzU0NjhjOTg1OTY0OTM1YmQ5NjAwZjhlMjAzODBlMzFiZTQ0OWUyYg==   \n",
-       "537  MDY6Q29tbWl0MjQ1NDAxMzY6MjA0Y2VmN2M3NTkxNzAzNzI3MjkxYjE2Y2M3OGNjNWUzMGQ3MTBkNw==   \n",
-       "538  MDY6Q29tbWl0MjQ1NDAxMzY6OWUwYzQ1MzkwZDczZTRmZDEwZjcyYjNjNjUzMGYyZWI2OGVjNjk0Mg==   \n",
-       "539  MDY6Q29tbWl0MjQ1NDAxMzY6ZTllYjUyYzgwMTZkMTUyMzNlOWM3MDUzN2Q4MzAxODFiYzI4ZmVjNQ==   \n",
-       "540  MDY6Q29tbWl0MjQ1NDAxMzY6YTAyMzg5MzkzZGJkMDZlMmU5MzZkN2QyNDM4ZWY3ZTQ4ZmI5NjlkOQ==   \n",
-       "541  MDY6Q29tbWl0MjQ1NDAxMzY6NDQxZWVmZjNhOWZjYTQ5MzRmYzljZjU0ZTJlNGE5MTRiYjQzZWYxMA==   \n",
-       "542  MDY6Q29tbWl0MjQ1NDAxMzY6NjdjOGJlNTQ1ZDQ0ODNhYzM0Zjg2ZmRkNTdmMDkxMzVhNDgyMGJlNg==   \n",
-       "543  MDY6Q29tbWl0MjQ1NDAxMzY6N2E3ZDU4ZWM4MjhlODI5NWRkNDAxMWY0ZjQ2MGY5NjFhMmI0NDI4YQ==   \n",
-       "544  MDY6Q29tbWl0MjQ1NDAxMzY6NGVjMTAyMmQyNjQ1ZjNjMmU1MDE4OTcxNDczNzEwZDU2ODA3OGVhZQ==   \n",
-       "545  MDY6Q29tbWl0MjQ1NDAxMzY6MDNkZWQ2NGJlOWIyOTAyODdhYjAxMDE4OTFjYTZmMzM4ODYxYzJmZQ==   \n",
-       "546  MDY6Q29tbWl0MjQ1NDAxMzY6Y2VlOTc3ZDhkMWNhMmQxZjAzZjM4NGU1MzIyN2Q1NmU1MTQzYjZmYg==   \n",
-       "547  MDY6Q29tbWl0MjQ1NDAxMzY6MjVjMDRlYTFmOGJjNGE5OTE1NDE3OTk4MzEwYTU2M2JkYmI0ODExNQ==   \n",
-       "548  MDY6Q29tbWl0MjQ1NDAxMzY6NjMwNWI2YzgzZDYxNTUzZDM2MDY5MDVmN2I0MWEwY2I5OWY5MmYwZA==   \n",
-       "549  MDY6Q29tbWl0MjQ1NDAxMzY6Y2Y3ZWI0YTk3ODFmYmRhYzZkYmE5ZmY3YjM0NWRiMmQ4ODc0OGVlYQ==   \n",
-       "550  MDY6Q29tbWl0MjQ1NDAxMzY6MmZkYzY4YWRmMjRlYzAyZTI4ZmJhNTY1N2M3ZjMxYzEzNzM0OTFkMg==   \n",
-       "551  MDY6Q29tbWl0MjQ1NDAxMzY6MGZlN2VmYjFhNjIxN2FjY2I4ZDUzY2JiMTdhNjMzZjQwNjQ1OWZiYg==   \n",
-       "552  MDY6Q29tbWl0MjQ1NDAxMzY6NWRmOGI3ZWNlYzBlMjQ5ZGY1NDg1ZGQ2MjJlZmVkOGIzNTc1ODU0MA==   \n",
-       "553  MDY6Q29tbWl0MjQ1NDAxMzY6MzE4MmUwNzkzMTUwZGU0ZmZiMzRkYTI3NzQ5OTFjYjI0ZTQ5YTE5MQ==   \n",
-       "554  MDY6Q29tbWl0MjQ1NDAxMzY6MzA2Njk1NDU5N2Q3MzliNGFiYTM0ZDQ3NGIyZTBmNmE4YjgxODcxNA==   \n",
-       "555  MDY6Q29tbWl0MjQ1NDAxMzY6ODJlZGZjNDRiOGIxNjcxZWNlNTdkODg5NTNmNzM1MGVhODgzNzIzNw==   \n",
-       "556  MDY6Q29tbWl0MjQ1NDAxMzY6MDk2Mzc3YmFkNzgwMTg2MDcwNzJkYWY3Yzk0ZTdlYjkwYWUxN2FmOA==   \n",
-       "557  MDY6Q29tbWl0MjQ1NDAxMzY6MmQ1ZDA5MDY2YThhZDFmZGMxOTVjOTI1YmRkYmU5NTQ5MWZiMWU1OA==   \n",
-       "558  MDY6Q29tbWl0MjQ1NDAxMzY6YTY1ZmNjYTA0ZTUxYmE4YTlkNDhkMmVlNjc2YmUxZGU3ZmYwMTc0Ng==   \n",
-       "559  MDY6Q29tbWl0MjQ1NDAxMzY6MGZhMzY0MzU2OTFjYWM1NjUxYmVlMmZmZTUxMWY3M2NjZDk4YzM2Nw==   \n",
-       "560  MDY6Q29tbWl0MjQ1NDAxMzY6MDg3MjM0ZGI3ZDlhODcxMzhmMDcxZjEzMGY3OTNjNTIwMTllYTdlNA==   \n",
-       "561  MDY6Q29tbWl0MjQ1NDAxMzY6YTYyNzg5M2RlODM5MDI1YzcwODI5MzA0ODEyMzhkYjVkMzQ0OTNjNA==   \n",
-       "562  MDY6Q29tbWl0MjQ1NDAxMzY6MGZjYjRhZDM4ZWE4OTgwNTM5MTZlNjBmOGM1NWVhODZlZmNmZjNkYg==   \n",
-       "563  MDY6Q29tbWl0MjQ1NDAxMzY6MjI4MDgyYWNmOTQxMTUzMTljNjBkNTBkODkwOWQ0ZTFjYjg4YzU1Nw==   \n",
-       "564  MDY6Q29tbWl0MjQ1NDAxMzY6ZTNlZmU4NzczZjk1OTkxMDQ2MWZjM2JiZjliNDljNTdjOTdkZTI3YQ==   \n",
-       "565  MDY6Q29tbWl0MjQ1NDAxMzY6YWZmZDc5Zjc2YjdjY2I3NmNkNmUwMzA1YmQ0MTdjZjFjZWRhOTRjNg==   \n",
-       "566  MDY6Q29tbWl0MjQ1NDAxMzY6ZDE0Njk0MmEyMWJhOTMwMDdjYWRkMjNkNGYyYzIwMzVmYTc4MzE0Mg==   \n",
-       "567  MDY6Q29tbWl0MjQ1NDAxMzY6N2QyYTVlMjE1YTk4NjQ0MWVmMjcyMTQ0YmY0YTAwOTEzNGRmN2NlOQ==   \n",
-       "568  MDY6Q29tbWl0MjQ1NDAxMzY6NGNmZGZlMGRmNWJkNWEwZWJhMDUwYWI4ZDAyMmIwNTE3MTE5Y2Q4ZA==   \n",
-       "569  MDY6Q29tbWl0MjQ1NDAxMzY6NjU5ZWI4ZmYyN2NhNDQzY2ZhYjc1ZmMxNmNiNmEyZDEwMGJkODQzMA==   \n",
-       "570  MDY6Q29tbWl0MjQ1NDAxMzY6MTkzZDczOGZmMDU2MzJiMmEyZjMwMWJmMDhkNGQ5NzcyYjE4MzdlYw==   \n",
-       "571  MDY6Q29tbWl0MjQ1NDAxMzY6ZTBhMGQwNTRkZDlhMWFmYzYwYWRjNTQzODE4MDJkYWUyZTA5ZDRkMw==   \n",
-       "572  MDY6Q29tbWl0MjQ1NDAxMzY6YmYxMTY5NDE0YjgzNWY1MDZmM2EzYmNmZWQ0Yzg4NTZkOTIxM2JiYg==   \n",
-       "573  MDY6Q29tbWl0MjQ1NDAxMzY6ZGE2NjYwMDExZWQxM2IzMGU4ZTMyZTBiN2ViNmI5OWNkYjUxOGZiMw==   \n",
-       "574  MDY6Q29tbWl0MjQ1NDAxMzY6OWU0NzAxODQ5MjkwMDFkNTY2Y2JlNTkzNjU2YjJjNGIxM2FhMTYyNA==   \n",
-       "575  MDY6Q29tbWl0MjQ1NDAxMzY6ZmMwMTM0YzM1MTZlMDEwMzJhMzI5OTdkMDM3YjNiYTI5NmUyNjIyMQ==   \n",
-       "576  MDY6Q29tbWl0MjQ1NDAxMzY6OTY1YjgyNTYxZDgyYzVkMzQ3ZmQxMGM3NzI0NWRjZDg2OTFiYTExOQ==   \n",
-       "577  MDY6Q29tbWl0MjQ1NDAxMzY6ZGEwMWEyYzQzMTcxMzdhZWE4ZDFmOGM0MzFhZjU3ZWE5Y2JmNWZjZA==   \n",
-       "578  MDY6Q29tbWl0MjQ1NDAxMzY6ZDUzMWMzNDIyZjgwNjYzNGQzNWQ2MTFiMDI5NmI2YTM0ODE1YzRlNw==   \n",
-       "579  MDY6Q29tbWl0MjQ1NDAxMzY6YjkxNzQ4NTkzODQyNjlmZjllZWFkY2FiMTI3NjJkMzhjNTZhZWYzNg==   \n",
-       "580  MDY6Q29tbWl0MjQ1NDAxMzY6YzQwNjI5NDYyOGQyZTFkYjRkMjY1NmZlNjBlYjdlMGY1ZTJlZmFiNw==   \n",
-       "581  MDY6Q29tbWl0MjQ1NDAxMzY6YzM3MjY3ZTFlZTM1NWM2MTlhMzA1OGRhNWE3MTM1ZTE5ZTY1MjJkZQ==   \n",
-       "582  MDY6Q29tbWl0MjQ1NDAxMzY6OThjYmExYzRlNWU4ZTE4YjVmMzU1MTIxZDZhZDg0YjI4MzZhOWM0MA==   \n",
-       "583  MDY6Q29tbWl0MjQ1NDAxMzY6NzM0NjkwYzA4YmU1YjVkMDAxOTNlMjMwNzEyNWU2NjlhMWUzMzM0Zg==   \n",
-       "584  MDY6Q29tbWl0MjQ1NDAxMzY6ZDM5NTU2ODM3ODIzNjkwNzhkOWQ5MTM3ZDZhMDk2OGFkYWUyM2E5Mg==   \n",
-       "585  MDY6Q29tbWl0MjQ1NDAxMzY6NGM0MjNmOTBlZWVmOGU1NjE2MDU3YzcyZjUwZmVlNWM0MTJiYmYyMw==   \n",
-       "586  MDY6Q29tbWl0MjQ1NDAxMzY6NGM5NWFiM2E3MjFmM2Y5NjY0YmI2OGU1MTIyNWRkZjExZTQ2ZTMxNQ==   \n",
-       "587  MDY6Q29tbWl0MjQ1NDAxMzY6ODcwZTM5MzQxNTkyZGUwMTEzYzUzMGY0NzEwOTg0OTBhMjQ2YWMyNA==   \n",
-       "588  MDY6Q29tbWl0MjQ1NDAxMzY6Y2U0ODMyMjllYWM2ZmQ2OTNkNzNjZDk2YzBjMTRhODk4YjBlZTI1Nw==   \n",
-       "589  MDY6Q29tbWl0MjQ1NDAxMzY6ZTUxOThlMGYwY2I5NzQ1NjY3ODg1NmE2MGExM2U4NzU4MWUzOTk2Ng==   \n",
-       "590  MDY6Q29tbWl0MjQ1NDAxMzY6NjNiZDJhMTY5MjA5MzNjYWVkMWJjYzI0ODk5MTNhZDFhNTJkOWM1NQ==   \n",
-       "591  MDY6Q29tbWl0MjQ1NDAxMzY6MjVjYTViOWFlYWFkODJkYjIyM2MxMWJjMDU4YmEyYjY2Y2E5OTZiYg==   \n",
-       "592  MDY6Q29tbWl0MjQ1NDAxMzY6MWQ1MGVkYzc0NjUwNmM1NWFhOWY1ZGMyZmZmNjFhMmU0YmIyNWEwZQ==   \n",
-       "593  MDY6Q29tbWl0MjQ1NDAxMzY6OTRjZmUyYWMxNWFmMDE3MWYxMzk3OTg0Y2EwZDE5NjhhNjkzMWViMw==   \n",
-       "594  MDY6Q29tbWl0MjQ1NDAxMzY6N2I3NDZkNTMwMzQ5M2ZiNTMyMTRjZWZmYmQ5YjM2NWM4ZWY0YTEyNg==   \n",
-       "595  MDY6Q29tbWl0MjQ1NDAxMzY6NDI0MGVmNGNmMTdlNTAzYzQ0YjE3N2ZmMGY3Yjc0MDI1OGFjMmU3MA==   \n",
-       "596  MDY6Q29tbWl0MjQ1NDAxMzY6NDEwZTViOGJkNzZjMjBiY2RlMmNkMGU5MmM3ODcxM2UwMDE2MGMyOA==   \n",
-       "597  MDY6Q29tbWl0MjQ1NDAxMzY6YTI3MjZkZmIwY2RlOGE1ZDU2N2NlOWExMTVkNGYyNTRmMmFmMzg1MQ==   \n",
-       "598  MDY6Q29tbWl0MjQ1NDAxMzY6OGRhMWVjYTI4ZGI4ZjZhZTBkYjdlNzEzNGQzMzRhMTBlYjk2ZjZhMw==   \n",
-       "599  MDY6Q29tbWl0MjQ1NDAxMzY6YjlkOTdlZjQ1YzU2Mzk0NTI4NTM0YmQxYTJlYzdkMmQ3ODUyMzM1NA==   \n",
-       "600  MDY6Q29tbWl0MjQ1NDAxMzY6Y2Y4ZWQyYmI0OTlmYWUyMWI3ZWQxNTQ0MTc3ZWYzNTg5YTgyNDZiMQ==   \n",
-       "601  MDY6Q29tbWl0MjQ1NDAxMzY6NDg3MTMyNWM2NWIxNmQ1ZmMxYTBmYjQwNmViZjUzOWMzY2JjZjA1NA==   \n",
-       "602  MDY6Q29tbWl0MjQ1NDAxMzY6NThlNDBmNjYyOTdiMjIwOTU4YmNmMDljNmY5MjAwOWJhNjQyMmUzYQ==   \n",
-       "603  MDY6Q29tbWl0MjQ1NDAxMzY6NjEwNWIwNzIxYWRkMjUwZWRjMzNlMjVmNGMwOWIzZmNmMmE5Yzg5Ng==   \n",
-       "604  MDY6Q29tbWl0MjQ1NDAxMzY6ODFiY2ViNWVlZTQyODljOWZjZWZhZDkwZjgyMWY1MjY5ODQ5ZGYzNw==   \n",
-       "605  MDY6Q29tbWl0MjQ1NDAxMzY6NzdmN2MxNDhlN2RlMzk0MDIxY2E4NGEwMTI0MjdhOGEwOTc0ZWI1Zg==   \n",
-       "606  MDY6Q29tbWl0MjQ1NDAxMzY6YTIyZjkwOWVjOTdmM2UyYjViZGFmNzY0ZmM0NjYwNmMxZDI3MThhMg==   \n",
-       "607  MDY6Q29tbWl0MjQ1NDAxMzY6NzE2MjZmYmMxZWNhYjE4NjdkZWRhMWM5NzM5NTU3YTM0NWM0NDNjMw==   \n",
-       "608  MDY6Q29tbWl0MjQ1NDAxMzY6MTlmZDg1ZjVhY2ViNDI0Yzg2NmEyYzkzOWNhZWExOGE0MzgzYTEzNg==   \n",
-       "609  MDY6Q29tbWl0MjQ1NDAxMzY6N2NmNWY4OGJkMzY5OGViYjUxNzBjMzRiMmYxNTU4ODNhMGE4MmU3ZQ==   \n",
-       "610  MDY6Q29tbWl0MjQ1NDAxMzY6YzA1MTBmYmFhMTM4YmEwMDI5ZDhhYTI5NDljMjgyZmIyZGZiZjkyNg==   \n",
-       "611  MDY6Q29tbWl0MjQ1NDAxMzY6MmY2ODc4MzAxOTUwZGZlYTQ4YTgxNDdhNmQ4YmQwMTJiZTU2NDA2Mw==   \n",
-       "612  MDY6Q29tbWl0MjQ1NDAxMzY6YTczNmE3Y2U0ZDk4YTBmZWZhM2Y0YzAxYWI2ZGE0NjQxZGU3NDI1NA==   \n",
-       "613  MDY6Q29tbWl0MjQ1NDAxMzY6ZWU5ZWVmYjIxZjg3OGRhMThjNzJiZGMwNGIzMWQ2ZWM1ZDhhZGUwNg==   \n",
-       "614  MDY6Q29tbWl0MjQ1NDAxMzY6YWY4MDVmNmQ0MGJlZWY2MzlmYWM3YmQxYzVmNzc4OTg5M2MyZjY2Mg==   \n",
-       "615  MDY6Q29tbWl0MjQ1NDAxMzY6ZDE1NWJhODU1M2QyYzUzNTgwZWY2NmZiZjczMzQ4NGRjMjg1N2EzMA==   \n",
-       "616  MDY6Q29tbWl0MjQ1NDAxMzY6M2Q3MzgyZjY1M2E5NzA3YzNiMmQ2ODNlN2Q1OGI3YjlkMGI0ZTc0Nw==   \n",
-       "617  MDY6Q29tbWl0MjQ1NDAxMzY6NDg3YzE2Y2YxZmI0ZWNiN2VjYTI1ZDc1MmNiNzE3OGYxMDIzMmE4MQ==   \n",
-       "618  MDY6Q29tbWl0MjQ1NDAxMzY6ZTZhM2YwY2M1NzEwNDk1NDc1ZTdiOTU5ZWU4MmM2NDk5Nzg4NDNmOA==   \n",
-       "619  MDY6Q29tbWl0MjQ1NDAxMzY6NGNkZDAyODI3ZDRiMGQyZDg4MzRlNDViYWFlYTYyMTY2M2UwZDYzMg==   \n",
-       "620  MDY6Q29tbWl0MjQ1NDAxMzY6YjU3ZGU5MmQ1OGRhMmJmNzg3ZTVhZjM0YWIwOWUwZThlZTZjZWE2Yw==   \n",
-       "621  MDY6Q29tbWl0MjQ1NDAxMzY6NmZkZjdhZGQ4YmI0ZjQxNmJkODY2MGU2YjgyNmQ4MGU4NzU5ZGZlMQ==   \n",
-       "622  MDY6Q29tbWl0MjQ1NDAxMzY6ODliNTcyNzg4NjljN2I0NmZiYmFmOTQ4MjVlZDMzNjMyOGYzNTY3YQ==   \n",
-       "623  MDY6Q29tbWl0MjQ1NDAxMzY6ZmQ2M2Y4MjRhMTFlZWFkMWY3ZmIzOTQ1NzI1MWM3YWMyN2FkMWY5Mw==   \n",
-       "624  MDY6Q29tbWl0MjQ1NDAxMzY6ZDNmZDE5YjA0ZDQyNTY2MDBlOGM5MGEyN2EyYjMxN2Q2MTUxNGM4Ng==   \n",
-       "625  MDY6Q29tbWl0MjQ1NDAxMzY6NGE4ZDkzZTg2MDdlMjQxM2VkZWU3MWRhNjhjYWRlNmUxMTI0OWZlYQ==   \n",
-       "626  MDY6Q29tbWl0MjQ1NDAxMzY6MWEzMDA3ZTQzM2VkN2NjZmZjNGEyYzdjMzZlZDgwMTNkNjEwNWQ0ZA==   \n",
-       "627  MDY6Q29tbWl0MjQ1NDAxMzY6YTIzMWMzYjA2NWE3YjljODZjOTI5MTVmM2I0YmNmMDEyZWMzNjE3NQ==   \n",
-       "628  MDY6Q29tbWl0MjQ1NDAxMzY6OGY4OTJiMjY3NWRkNjQ2NGY1MjZkMzJmMWFkMWQzZmQ2MmZhM2IwMw==   \n",
-       "629  MDY6Q29tbWl0MjQ1NDAxMzY6NmM2MTNjZTcwMTM1M2Y0MmI2YzkxMTgwMWYwYWViNzg0MTNmYWM5ZA==   \n",
-       "630  MDY6Q29tbWl0MjQ1NDAxMzY6MzE2ZjdjOGQwMDU2ZDU4YTdhOGI5OTJmZDlmMzUwMjRkOTU0YWEwMw==   \n",
-       "631  MDY6Q29tbWl0MjQ1NDAxMzY6MzUyODEzNjAxMDczYmNkYzNkNWViMDhkMWJlMDdiZTkwNDI3NmE5YQ==   \n",
-       "632  MDY6Q29tbWl0MjQ1NDAxMzY6N2RjNDY3Mjc5NWVhZWEzNWJkOGM3ZTFmYTJlYzQwY2Y5NDhmYzJmZA==   \n",
-       "633             C_kwDOAXZz6NoAKDUwODg2NTBjMTQ0ZTZhM2VlMDVhYzFlMDE1ZDQ4N2E4NjA5NWU2NjU   \n",
-       "634             C_kwDOAXZz6NoAKDM4OWI1NWIxYzNlZjU4ZWExMTM2ZmIwYzllNmQyY2U3MzAzOGQ2NTU   \n",
-       "635             C_kwDOAXZz6NoAKGQ1M2NmZTM5MDg5YmQyY2U0MGNmMGZhMDYxNjdkMGFlMzhlM2U0ZWE   \n",
-       "636             C_kwDOAXZz6NoAKDhkNzdiM2RkOTM5NTk2NjNkNThhZTViNjI2Mjg5ZDA3NDZlZGQwZTc   \n",
-       "637             C_kwDOAXZz6NoAKGRkZGE3MDhkYTlmMmY0MWFlN2U3ZDEyMjk3M2MyZWRkYjE0MWQ5NDk   \n",
-       "638             C_kwDOAXZz6NoAKDhkZDJhMDRiMWQ3ZTU1OWY1MTI0ZDAxMmYwYTcyOWQwMTgwMjE2ZDI   \n",
-       "639             C_kwDOAXZz6NoAKDNmNDY0OTFjMGZlMzc3ZmQ5MjI0MTJjOTMxMzdlZmI2YTQ4NzliMDU   \n",
-       "640             C_kwDOAXZz6NoAKDJkMTlkYWY0MmZmNDdjMmYyYzRlNzk3MGRkNzdlZDMyNzY4ZWIzOGY   \n",
-       "641             C_kwDOAXZz6NoAKDE3OGM2OGNjYTIwNDRjYmQ1MDMyY2JmZjIzZTRjMDZiNzM4YWVkMmE   \n",
-       "642             C_kwDOAXZz6NoAKGQ3NmNhN2Q3NTg5MWFhYzk1MjA1YjJjYzExNTEwY2U4ZWY0MWE2NWE   \n",
-       "643             C_kwDOAXZz6NoAKDBhMDUxYTkyZTBiYWFiNjhiNGM3N2FkMTNiOGNiNGU3ZWFhMmY4MTA   \n",
-       "644             C_kwDOAXZz6NoAKDNmYjI3Njk4ZmU0ZWJiZDVlYzRhMGU1NjVkOTdhNTNmZTQ4YzdjZGQ   \n",
-       "645             C_kwDOAXZz6NoAKDA2Y2VmZjE0YjJkYjkyMGQ0NThkYzMzN2IxMTAwZGNlZDk5MmU2Mjc   \n",
-       "646             C_kwDOAXZz6NoAKGQ4NmJkZDk5ODM0MjRjNzkyNjkxMjY5ZmExMGU2ZjAyMmNjZjIxOTE   \n",
-       "647             C_kwDOAXZz6NoAKDIzOWJmNjhmNDAzYmJkYmFiYjQzZmEwMjc3MDQwZjRkZGEyYjJhZmY   \n",
-       "648             C_kwDOAXZz6NoAKGZjNzEyYzVhNGRkMDBmNTM0ZTg0NTk4MmEyOWY0NmExNGUyMmIyOTI   \n",
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-       "650             C_kwDOAXZz6NoAKGRiNDZkMmEwMjA5NzIwYzVmYTBhYjhiMDM0MDNmNzAwOWY2OWQyZDY   \n",
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-       "652             C_kwDOAXZz6NoAKGE5YzhkNWM4MjY0NWNkNjc3MzQwYzQwODI5MWY2YzU1NTZmMjU4NmY   \n",
-       "653             C_kwDOAXZz6NoAKDQ4ZDZlYzZhMGZiNGNiYjhiYzQyMzFmMTA1MDlmZTVlYzRlOGUyYzI   \n",
-       "654             C_kwDOAXZz6NoAKDhhYjI3MjI4OGU4MWZhOWE0OWZkNDc2NTU3OWIwNjZjMmMwM2NjMTA   \n",
-       "655             C_kwDOAXZz6NoAKDIwN2NkY2U3ZmVmNWRhZTU0ZmRhZDRjYzRmOTMzZWJkMWFiMTNjNWU   \n",
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-       "657             C_kwDOAXZz6NoAKGNhZGE0MWE2YmZhYzVhOGJmODhlZDIxMDdhMGI4NTZiOWI5Nzg1YTA   \n",
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-       "659             C_kwDOAXZz6NoAKDVlMWQ5NzY0YzhlOTY3NDliYzExZDUyODA3ZWVhMWY3Y2MzOGNlNWM   \n",
-       "660             C_kwDOAXZz6NoAKDRhMTNkZjQ2MWM0MmY5NzBhMDk5ZGU3NzM3N2YzMDk5OTVlNzk5NWM   \n",
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-       "662             C_kwDOAXZz6NoAKGQxZGQyYWM1ZTJiNmE4YWJlZjllMzNlZDM5NzgwN2VjZTUyYTIyZmU   \n",
-       "663             C_kwDOAXZz6NoAKGRkZGM2YWZjMjlkZTg5NWY0MTMxNjkzZTE3YjNjYzg1NmZmMjNmOGQ   \n",
-       "664             C_kwDOAXZz6NoAKDcyYTllMjhhNTJjOTYyOWRkNjNkZmFkNWYyMTVjZGM1NjJlMmZkN2U   \n",
-       "665             C_kwDOAXZz6NoAKDQ4NjNiOGYwYTA3MGQ3MDgzNmRmYmRjMDBiZGY3MGFhN2JiNjYzNDU   \n",
-       "666             C_kwDOAXZz6NoAKDFhM2JlOWE1ZDAxYTQxNDg1NGZmM2JmYWNkNTI1N2MxNGFkZWVmYTI   \n",
-       "667             C_kwDOAXZz6NoAKGM5MGNjNjIwMDZiMzUwNjFjOGRiNGI2ZjhkYTFiODZkZTc2NTBiMjM   \n",
-       "668             C_kwDOAXZz6NoAKDUzNmU4ODMzZjNiZTRiYmNmZmJmYmE0M2NkMGIzMDQzYzViZjQwNjg   \n",
-       "669             C_kwDOAXZz6NoAKDg3MzJlN2Q0NzM5YTkxMWUwMWY2OWQyYzViZGE4MmNhMTVjYTY4YTk   \n",
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-       "\n",
-       "                      commit.author.name  \\\n",
-       "0                         James Robinson   \n",
-       "1                                jrob119   \n",
-       "2                                jrob119   \n",
-       "3                                jrob119   \n",
-       "4                                jrob119   \n",
-       "5                                jrob119   \n",
-       "6                                jrob119   \n",
-       "7                         James Robinson   \n",
-       "8                                jrob119   \n",
-       "9                         James Robinson   \n",
-       "10                        James Robinson   \n",
-       "11                        James Robinson   \n",
-       "12                               jrob119   \n",
-       "13                        James Robinson   \n",
-       "14                               jrob119   \n",
-       "15                        James Robinson   \n",
-       "16                        James Robinson   \n",
-       "17                               jrob119   \n",
-       "18                               jrob119   \n",
-       "19                        James Robinson   \n",
-       "20                               jrob119   \n",
-       "21                               jrob119   \n",
-       "22                        James Robinson   \n",
-       "23                        James Robinson   \n",
-       "24                        James Robinson   \n",
-       "25                        James Robinson   \n",
-       "26                        James Robinson   \n",
-       "27                        James Robinson   \n",
-       "28                        James Robinson   \n",
-       "29                        James Robinson   \n",
-       "30                        James Robinson   \n",
-       "31                        James Robinson   \n",
-       "32                        James Robinson   \n",
-       "33                        James Robinson   \n",
-       "34                        James Robinson   \n",
-       "35                        James Robinson   \n",
-       "36                        James Robinson   \n",
-       "37                        James Robinson   \n",
-       "38                        James Robinson   \n",
-       "39                        James Robinson   \n",
-       "40                        James Robinson   \n",
-       "41                        James Robinson   \n",
-       "42                        James Robinson   \n",
-       "43                        James Robinson   \n",
-       "44                        James Robinson   \n",
-       "45                               jrob119   \n",
-       "46                        James Robinson   \n",
-       "47                               jrob119   \n",
-       "48                        James Robinson   \n",
-       "49                               jrob119   \n",
-       "50                        James Robinson   \n",
-       "51                        James Robinson   \n",
-       "52                        James Robinson   \n",
-       "53                        James Robinson   \n",
-       "54                        James Robinson   \n",
-       "55                        James Robinson   \n",
-       "56                        James Robinson   \n",
-       "57                        James Robinson   \n",
-       "58                        James Robinson   \n",
-       "59                        James Robinson   \n",
-       "60                        James Robinson   \n",
-       "61                        James Robinson   \n",
-       "62                        James Robinson   \n",
-       "63                        James Robinson   \n",
-       "64                        James Robinson   \n",
-       "65                        James Robinson   \n",
-       "66                        James Robinson   \n",
-       "67                        James Robinson   \n",
-       "68                        James Robinson   \n",
-       "69                        James Robinson   \n",
-       "70                        James Robinson   \n",
-       "71                        James Robinson   \n",
-       "72                        James Robinson   \n",
-       "73                        James Robinson   \n",
-       "74                        James Robinson   \n",
-       "75                        James Robinson   \n",
-       "76                        James Robinson   \n",
-       "77                        James Robinson   \n",
-       "78                        James Robinson   \n",
-       "79                        James Robinson   \n",
-       "80                        James Robinson   \n",
-       "81                        James Robinson   \n",
-       "82                        James Robinson   \n",
-       "83                        James Robinson   \n",
-       "84                        James Robinson   \n",
-       "85                        James Robinson   \n",
-       "86                        James Robinson   \n",
-       "87                        James Robinson   \n",
-       "88                        James Robinson   \n",
-       "89                        James Robinson   \n",
-       "90                        James Robinson   \n",
-       "91                        James Robinson   \n",
-       "92                        James Robinson   \n",
-       "93                        James Robinson   \n",
-       "94                        James Robinson   \n",
-       "95                        James Robinson   \n",
-       "96                        James Robinson   \n",
-       "97                        James Robinson   \n",
-       "98                        James Robinson   \n",
-       "99                        James Robinson   \n",
-       "100                       James Robinson   \n",
-       "101                       James Robinson   \n",
-       "102                       James Robinson   \n",
-       "103                       James Robinson   \n",
-       "104                       James Robinson   \n",
-       "105                       James Robinson   \n",
-       "106                       James Robinson   \n",
-       "107                       James Robinson   \n",
-       "108                       James Robinson   \n",
-       "109                       James Robinson   \n",
-       "110                       James Robinson   \n",
-       "111                       James Robinson   \n",
-       "112                       James Robinson   \n",
-       "113                       James Robinson   \n",
-       "114                       James Robinson   \n",
-       "115                       James Robinson   \n",
-       "116                       James Robinson   \n",
-       "117                       James Robinson   \n",
-       "118                       James Robinson   \n",
-       "119                       James Robinson   \n",
-       "120                       James Robinson   \n",
-       "121                       James Robinson   \n",
-       "122                       James Robinson   \n",
-       "123                       James Robinson   \n",
-       "124                       James Robinson   \n",
-       "125                       James Robinson   \n",
-       "126                       James Robinson   \n",
-       "127                       James Robinson   \n",
-       "128                       James Robinson   \n",
-       "129                       James Robinson   \n",
-       "130                       James Robinson   \n",
-       "131                       James Robinson   \n",
-       "132                       James Robinson   \n",
-       "133                       James Robinson   \n",
-       "134                       James Robinson   \n",
-       "135                       James Robinson   \n",
-       "136                       James Robinson   \n",
-       "137                       James Robinson   \n",
-       "138                       James Robinson   \n",
-       "139                       James Robinson   \n",
-       "140                       James Robinson   \n",
-       "141                              jrob119   \n",
-       "142                       James Robinson   \n",
-       "143                              jrob119   \n",
-       "144                              jrob119   \n",
-       "145                       James Robinson   \n",
-       "146                              jrob119   \n",
-       "147                       James Robinson   \n",
-       "148                       James Robinson   \n",
-       "149                       James Robinson   \n",
-       "150                       James Robinson   \n",
-       "151                       James Robinson   \n",
-       "152                       James Robinson   \n",
-       "153                       James Robinson   \n",
-       "154                              jrob119   \n",
-       "155                       James Robinson   \n",
-       "156                              jrob119   \n",
-       "157                       James Robinson   \n",
-       "158                       James Robinson   \n",
-       "159                              jrob119   \n",
-       "160                       James Robinson   \n",
-       "161                              jrob119   \n",
-       "162                       James Robinson   \n",
-       "163                              jrob119   \n",
-       "164                       James Robinson   \n",
-       "165                       James Robinson   \n",
-       "166                              jrob119   \n",
-       "167                       James Robinson   \n",
-       "168                              jrob119   \n",
-       "169                       James Robinson   \n",
-       "170                              jrob119   \n",
-       "171                       James Robinson   \n",
-       "172                              jrob119   \n",
-       "173                       James Robinson   \n",
-       "174                              jrob119   \n",
-       "175                       James Robinson   \n",
-       "176                              jrob119   \n",
-       "177                              jrob119   \n",
-       "178                       James Robinson   \n",
-       "179                              jrob119   \n",
-       "180  Anthony Nolan HLA Informatics Group   \n",
-       "181  Anthony Nolan HLA Informatics Group   \n",
-       "182  Anthony Nolan HLA Informatics Group   \n",
-       "183                                anhig   \n",
-       "184                                anhig   \n",
-       "185  Anthony Nolan HLA Informatics Group   \n",
-       "186                                anhig   \n",
-       "187  Anthony Nolan HLA Informatics Group   \n",
-       "188                                anhig   \n",
-       "189  Anthony Nolan HLA Informatics Group   \n",
-       "190                                anhig   \n",
-       "191  Anthony Nolan HLA Informatics Group   \n",
-       "192                                anhig   \n",
-       "193  Anthony Nolan HLA Informatics Group   \n",
-       "194                                anhig   \n",
-       "195                                anhig   \n",
-       "196  Anthony Nolan HLA Informatics Group   \n",
-       "197                                anhig   \n",
-       "198  Anthony Nolan HLA Informatics Group   \n",
-       "199                                anhig   \n",
-       "200  Anthony Nolan HLA Informatics Group   \n",
-       "201  Anthony Nolan HLA Informatics Group   \n",
-       "202  Anthony Nolan HLA Informatics Group   \n",
-       "203                                anhig   \n",
-       "204                                anhig   \n",
-       "205  Anthony Nolan HLA Informatics Group   \n",
-       "206                                anhig   \n",
-       "207  Anthony Nolan HLA Informatics Group   \n",
-       "208                                anhig   \n",
-       "209  Anthony Nolan HLA Informatics Group   \n",
-       "210                                anhig   \n",
-       "211  Anthony Nolan HLA Informatics Group   \n",
-       "212                                anhig   \n",
-       "213  Anthony Nolan HLA Informatics Group   \n",
-       "214                                anhig   \n",
-       "215  Anthony Nolan HLA Informatics Group   \n",
-       "216                                anhig   \n",
-       "217  Anthony Nolan HLA Informatics Group   \n",
-       "218                                anhig   \n",
-       "219  Anthony Nolan HLA Informatics Group   \n",
-       "220                                anhig   \n",
-       "221  Anthony Nolan HLA Informatics Group   \n",
-       "222                                anhig   \n",
-       "223                                anhig   \n",
-       "224  Anthony Nolan HLA Informatics Group   \n",
-       "225                                anhig   \n",
-       "226                                anhig   \n",
-       "227  Anthony Nolan HLA Informatics Group   \n",
-       "228                                anhig   \n",
-       "229  Anthony Nolan HLA Informatics Group   \n",
-       "230                                anhig   \n",
-       "231  Anthony Nolan HLA Informatics Group   \n",
-       "232                                anhig   \n",
-       "233  Anthony Nolan HLA Informatics Group   \n",
-       "234  Anthony Nolan HLA Informatics Group   \n",
-       "235  Anthony Nolan HLA Informatics Group   \n",
-       "236                                anhig   \n",
-       "237  Anthony Nolan HLA Informatics Group   \n",
-       "238                                anhig   \n",
-       "239                                anhig   \n",
-       "240                                anhig   \n",
-       "241                                anhig   \n",
-       "242                                anhig   \n",
-       "243  Anthony Nolan HLA Informatics Group   \n",
-       "244                                anhig   \n",
-       "245  Anthony Nolan HLA Informatics Group   \n",
-       "246  Anthony Nolan HLA Informatics Group   \n",
-       "247  Anthony Nolan HLA Informatics Group   \n",
-       "248  Anthony Nolan HLA Informatics Group   \n",
-       "249                                anhig   \n",
-       "250  Anthony Nolan HLA Informatics Group   \n",
-       "251  Anthony Nolan HLA Informatics Group   \n",
-       "252  Anthony Nolan HLA Informatics Group   \n",
-       "253                                anhig   \n",
-       "254  Anthony Nolan HLA Informatics Group   \n",
-       "255                                anhig   \n",
-       "256  Anthony Nolan HLA Informatics Group   \n",
-       "257                                anhig   \n",
-       "258                                anhig   \n",
-       "259                                anhig   \n",
-       "260                                anhig   \n",
-       "261                                anhig   \n",
-       "262                                anhig   \n",
-       "263                                anhig   \n",
-       "264                                anhig   \n",
-       "265                                anhig   \n",
-       "266                                anhig   \n",
-       "267                                anhig   \n",
-       "268                                anhig   \n",
-       "269                                anhig   \n",
-       "270                                anhig   \n",
-       "271                                anhig   \n",
-       "272                                anhig   \n",
-       "273                                anhig   \n",
-       "274                                anhig   \n",
-       "275                                anhig   \n",
-       "276                                anhig   \n",
-       "277                                anhig   \n",
-       "278                                anhig   \n",
-       "279                                anhig   \n",
-       "280                                anhig   \n",
-       "281                                anhig   \n",
-       "282                                anhig   \n",
-       "283                                anhig   \n",
-       "284                                anhig   \n",
-       "285                                anhig   \n",
-       "286                                anhig   \n",
-       "287                                anhig   \n",
-       "288                                anhig   \n",
-       "289  Anthony Nolan HLA Informatics Group   \n",
-       "290                                anhig   \n",
-       "291  Anthony Nolan HLA Informatics Group   \n",
-       "292                                anhig   \n",
-       "293  Anthony Nolan HLA Informatics Group   \n",
-       "294                                anhig   \n",
-       "295  Anthony Nolan HLA Informatics Group   \n",
-       "296                                anhig   \n",
-       "297                                anhig   \n",
-       "298  Anthony Nolan HLA Informatics Group   \n",
-       "299                                anhig   \n",
-       "300  Anthony Nolan HLA Informatics Group   \n",
-       "301                                anhig   \n",
-       "302  Anthony Nolan HLA Informatics Group   \n",
-       "303                                anhig   \n",
-       "304  Anthony Nolan HLA Informatics Group   \n",
-       "305                                anhig   \n",
-       "306                                anhig   \n",
-       "307                                anhig   \n",
-       "308  Anthony Nolan HLA Informatics Group   \n",
-       "309  Anthony Nolan HLA Informatics Group   \n",
-       "310  Anthony Nolan HLA Informatics Group   \n",
-       "311  Anthony Nolan HLA Informatics Group   \n",
-       "312  Anthony Nolan HLA Informatics Group   \n",
-       "313  Anthony Nolan HLA Informatics Group   \n",
-       "314  Anthony Nolan HLA Informatics Group   \n",
-       "315  Anthony Nolan HLA Informatics Group   \n",
-       "316  Anthony Nolan HLA Informatics Group   \n",
-       "317  Anthony Nolan HLA Informatics Group   \n",
-       "318                                anhig   \n",
-       "319  Anthony Nolan HLA Informatics Group   \n",
-       "320                                anhig   \n",
-       "321                                anhig   \n",
-       "322                                anhig   \n",
-       "323  Anthony Nolan HLA Informatics Group   \n",
-       "324                       James Robinson   \n",
-       "325                       James Robinson   \n",
-       "326                       James Robinson   \n",
-       "327                       James Robinson   \n",
-       "328                       James Robinson   \n",
-       "329                       James Robinson   \n",
-       "330                       James Robinson   \n",
-       "331                       James Robinson   \n",
-       "332                       James Robinson   \n",
-       "333                       James Robinson   \n",
-       "334                       James Robinson   \n",
-       "335                       James Robinson   \n",
-       "336                       James Robinson   \n",
-       "337                       James Robinson   \n",
-       "338                       James Robinson   \n",
-       "339                       James Robinson   \n",
-       "340                       James Robinson   \n",
-       "341                       James Robinson   \n",
-       "342                       James Robinson   \n",
-       "343                       James Robinson   \n",
-       "344                       James Robinson   \n",
-       "345                       James Robinson   \n",
-       "346                       James Robinson   \n",
-       "347                       James Robinson   \n",
-       "348                       James Robinson   \n",
-       "349                       James Robinson   \n",
-       "350                       James Robinson   \n",
-       "351                       James Robinson   \n",
-       "352                       James Robinson   \n",
-       "353                       James Robinson   \n",
-       "354                       James Robinson   \n",
-       "355                       James Robinson   \n",
-       "356                       James Robinson   \n",
-       "357                       James Robinson   \n",
-       "358                       James Robinson   \n",
-       "359                       James Robinson   \n",
-       "360                       James Robinson   \n",
-       "361                       James Robinson   \n",
-       "362                       James Robinson   \n",
-       "363                       James Robinson   \n",
-       "364                       James Robinson   \n",
-       "365                       James Robinson   \n",
-       "366                       James Robinson   \n",
-       "367                       James Robinson   \n",
-       "368                       James Robinson   \n",
-       "369                       James Robinson   \n",
-       "370                       James Robinson   \n",
-       "371                       James Robinson   \n",
-       "372                       James Robinson   \n",
-       "373                       James Robinson   \n",
-       "374                       James Robinson   \n",
-       "375                       James Robinson   \n",
-       "376                       James Robinson   \n",
-       "377                       James Robinson   \n",
-       "378                       James Robinson   \n",
-       "379                       James Robinson   \n",
-       "380                       James Robinson   \n",
-       "381                       James Robinson   \n",
-       "382                       James Robinson   \n",
-       "383                       James Robinson   \n",
-       "384                       James Robinson   \n",
-       "385                       Dominic Barker   \n",
-       "386                       James Robinson   \n",
-       "387                       James Robinson   \n",
-       "388                       Dominic Barker   \n",
-       "389                       James Robinson   \n",
-       "390                       James Robinson   \n",
-       "391                       James Robinson   \n",
-       "392                       James Robinson   \n",
-       "393                       James Robinson   \n",
-       "394                       James Robinson   \n",
-       "395                       James Robinson   \n",
-       "396                       James Robinson   \n",
-       "397                       James Robinson   \n",
-       "398                       James Robinson   \n",
-       "399                       James Robinson   \n",
-       "400                       James Robinson   \n",
-       "401                       James Robinson   \n",
-       "402                       James Robinson   \n",
-       "403                       James Robinson   \n",
-       "404                       James Robinson   \n",
-       "405                      dominicbarkerAN   \n",
-       "406                       James Robinson   \n",
-       "407                       James Robinson   \n",
-       "408                       James Robinson   \n",
-       "409                       James Robinson   \n",
-       "410                       James Robinson   \n",
-       "411                       James Robinson   \n",
-       "412                       James Robinson   \n",
-       "413                       James Robinson   \n",
-       "414                       James Robinson   \n",
-       "415                       James Robinson   \n",
-       "416                       James Robinson   \n",
-       "417                       James Robinson   \n",
-       "418                       James Robinson   \n",
-       "419                       James Robinson   \n",
-       "420                       James Robinson   \n",
-       "421                       Dominic Barker   \n",
-       "422                      dominicbarkerAN   \n",
-       "423                       Dominic Barker   \n",
-       "424                      dominicbarkerAN   \n",
-       "425                       Dominic Barker   \n",
-       "426                      dominicbarkerAN   \n",
-       "427                       Dominic Barker   \n",
-       "428                      dominicbarkerAN   \n",
-       "429                       Dominic Barker   \n",
-       "430                      dominicbarkerAN   \n",
-       "431                       Dominic Barker   \n",
-       "432                      dominicbarkerAN   \n",
-       "433                      dominicbarkerAN   \n",
-       "434                       Dominic Barker   \n",
-       "435                      dominicbarkerAN   \n",
-       "436                       James Robinson   \n",
-       "437                       James Robinson   \n",
-       "438                       Dominic Barker   \n",
-       "439                       Dominic Barker   \n",
-       "440                       Dominic Barker   \n",
-       "441                       Dominic Barker   \n",
-       "442                       James Robinson   \n",
-       "443                       James Robinson   \n",
-       "444                       James Robinson   \n",
-       "445                       James Robinson   \n",
-       "446                       James Robinson   \n",
-       "447                       James Robinson   \n",
-       "448                       James Robinson   \n",
-       "449                       Dominic Barker   \n",
-       "450                      dominicbarkerAN   \n",
-       "451                       Dominic Barker   \n",
-       "452                      dominicbarkerAN   \n",
-       "453                       Dominic Barker   \n",
-       "454                       Dominic Barker   \n",
-       "455                      dominicbarkerAN   \n",
-       "456                       Dominic Barker   \n",
-       "457                      dominicbarkerAN   \n",
-       "458                       James Robinson   \n",
-       "459                       James Robinson   \n",
-       "460                       James Robinson   \n",
-       "461                       Dominic Barker   \n",
-       "462                       Dominic Barker   \n",
-       "463                      dominicbarkerAN   \n",
-       "464                       Dominic Barker   \n",
-       "465                      dominicbarkerAN   \n",
-       "466                       Dominic Barker   \n",
-       "467                      dominicbarkerAN   \n",
-       "468                       Dominic Barker   \n",
-       "469                      dominicbarkerAN   \n",
-       "470                       James Robinson   \n",
-       "471                       James Robinson   \n",
-       "472                       James Robinson   \n",
-       "473                       Dominic Barker   \n",
-       "474                       Dominic Barker   \n",
-       "475                      dominicbarkerAN   \n",
-       "476                       Dominic Barker   \n",
-       "477                       Dominic Barker   \n",
-       "478                      dominicbarkerAN   \n",
-       "479                       Dominic Barker   \n",
-       "480                      dominicbarkerAN   \n",
-       "481                       Dominic Barker   \n",
-       "482                       Dominic Barker   \n",
-       "483                      dominicbarkerAN   \n",
-       "484                       James Robinson   \n",
-       "485                       James Robinson   \n",
-       "486                       James Robinson   \n",
-       "487                      dominicbarkerAN   \n",
-       "488                      dominicbarkerAN   \n",
-       "489                      dominicbarkerAN   \n",
-       "490                      dominicbarkerAN   \n",
-       "491                       James Robinson   \n",
-       "492                      dominicbarkerAN   \n",
-       "493                      dominicbarkerAN   \n",
-       "494                      dominicbarkerAN   \n",
-       "495                      dominicbarkerAN   \n",
-       "496                      dominicbarkerAN   \n",
-       "497                       James Robinson   \n",
-       "498                       James Robinson   \n",
-       "499                      dominicbarkerAN   \n",
-       "500                      dominicbarkerAN   \n",
-       "501                      dominicbarkerAN   \n",
-       "502                      dominicbarkerAN   \n",
-       "503                      dominicbarkerAN   \n",
-       "504                      dominicbarkerAN   \n",
-       "505                      dominicbarkerAN   \n",
-       "506                      dominicbarkerAN   \n",
-       "507                      dominicbarkerAN   \n",
-       "508                      dominicbarkerAN   \n",
-       "509                      dominicbarkerAN   \n",
-       "510                      dominicbarkerAN   \n",
-       "511                       James Robinson   \n",
-       "512                       James Robinson   \n",
-       "513                      dominicbarkerAN   \n",
-       "514                      dominicbarkerAN   \n",
-       "515                      dominicbarkerAN   \n",
-       "516                      dominicbarkerAN   \n",
-       "517                       James Robinson   \n",
-       "518                       James Robinson   \n",
-       "519                       James Robinson   \n",
-       "520                       James Robinson   \n",
-       "521                      dominicbarkerAN   \n",
-       "522                      dominicbarkerAN   \n",
-       "523                      dominicbarkerAN   \n",
-       "524                      dominicbarkerAN   \n",
-       "525                      dominicbarkerAN   \n",
-       "526                      dominicbarkerAN   \n",
-       "527                      dominicbarkerAN   \n",
-       "528                      dominicbarkerAN   \n",
-       "529                      dominicbarkerAN   \n",
-       "530                      dominicbarkerAN   \n",
-       "531                      dominicbarkerAN   \n",
-       "532                      dominicbarkerAN   \n",
-       "533                       James Robinson   \n",
-       "534                       James Robinson   \n",
-       "535                      dominicbarkerAN   \n",
-       "536                      dominicbarkerAN   \n",
-       "537                       James Robinson   \n",
-       "538                       James Robinson   \n",
-       "539                       James Robinson   \n",
-       "540                       James Robinson   \n",
-       "541                      dominicbarkerAN   \n",
-       "542                       James Robinson   \n",
-       "543                      dominicbarkerAN   \n",
-       "544                      dominicbarkerAN   \n",
-       "545                      dominicbarkerAN   \n",
-       "546                      dominicbarkerAN   \n",
-       "547                      dominicbarkerAN   \n",
-       "548                      dominicbarkerAN   \n",
-       "549                       James Robinson   \n",
-       "550                       James Robinson   \n",
-       "551                       James Robinson   \n",
-       "552                       James Robinson   \n",
-       "553                       James Robinson   \n",
-       "554                       James Robinson   \n",
-       "555                       James Robinson   \n",
-       "556                       James Robinson   \n",
-       "557                       James Robinson   \n",
-       "558                      dominicbarkerAN   \n",
-       "559                      dominicbarkerAN   \n",
-       "560                       James Robinson   \n",
-       "561                       James Robinson   \n",
-       "562                       James Robinson   \n",
-       "563                       James Robinson   \n",
-       "564                       James Robinson   \n",
-       "565                       James Robinson   \n",
-       "566                       James Robinson   \n",
-       "567                       James Robinson   \n",
-       "568                       James Robinson   \n",
-       "569                       James Robinson   \n",
-       "570                       James Robinson   \n",
-       "571                       James Robinson   \n",
-       "572                       James Robinson   \n",
-       "573                       James Robinson   \n",
-       "574                       James Robinson   \n",
-       "575                       James Robinson   \n",
-       "576                       James Robinson   \n",
-       "577                       James Robinson   \n",
-       "578                       James Robinson   \n",
-       "579                       James Robinson   \n",
-       "580                       James Robinson   \n",
-       "581                       James Robinson   \n",
-       "582                       James Robinson   \n",
-       "583                       James Robinson   \n",
-       "584                       James Robinson   \n",
-       "585                       James Robinson   \n",
-       "586                       James Robinson   \n",
-       "587                       James Robinson   \n",
-       "588                       James Robinson   \n",
-       "589                       James Robinson   \n",
-       "590                       James Robinson   \n",
-       "591                       James Robinson   \n",
-       "592                       James Robinson   \n",
-       "593                       James Robinson   \n",
-       "594                      dominicbarkerAN   \n",
-       "595                      dominicbarkerAN   \n",
-       "596                      dominicbarkerAN   \n",
-       "597                      dominicbarkerAN   \n",
-       "598                      dominicbarkerAN   \n",
-       "599                      dominicbarkerAN   \n",
-       "600                      dominicbarkerAN   \n",
-       "601                      dominicbarkerAN   \n",
-       "602                      dominicbarkerAN   \n",
-       "603                      dominicbarkerAN   \n",
-       "604                      dominicbarkerAN   \n",
-       "605                      dominicbarkerAN   \n",
-       "606                      dominicbarkerAN   \n",
-       "607                      dominicbarkerAN   \n",
-       "608                      dominicbarkerAN   \n",
-       "609                      dominicbarkerAN   \n",
-       "610                      dominicbarkerAN   \n",
-       "611                      dominicbarkerAN   \n",
-       "612                      dominicbarkerAN   \n",
-       "613                       James Robinson   \n",
-       "614                       James Robinson   \n",
-       "615                             ipdadmin   \n",
-       "616                             ipdadmin   \n",
-       "617                             ipdadmin   \n",
-       "618                             ipdadmin   \n",
-       "619                             ipdadmin   \n",
-       "620                             ipdadmin   \n",
-       "621                      dominicbarkerAN   \n",
-       "622                      dominicbarkerAN   \n",
-       "623                      dominicbarkerAN   \n",
-       "624                             ipdadmin   \n",
-       "625                      dominicbarkerAN   \n",
-       "626                      dominicbarkerAN   \n",
-       "627                      dominicbarkerAN   \n",
-       "628                      dominicbarkerAN   \n",
-       "629                      dominicbarkerAN   \n",
-       "630                       Dominic Barker   \n",
-       "631                       Dominic Barker   \n",
-       "632                      dominicbarkerAN   \n",
-       "633                       James Robinson   \n",
-       "634                       James Robinson   \n",
-       "635                       James Robinson   \n",
-       "636                       James Robinson   \n",
-       "637                       James Robinson   \n",
-       "638                       James Robinson   \n",
-       "639                       James Robinson   \n",
-       "640                       James Robinson   \n",
-       "641                      dominicbarkerAN   \n",
-       "642                      dominicbarkerAN   \n",
-       "643                       James Robinson   \n",
-       "644                       James Robinson   \n",
-       "645                      dominicbarkerAN   \n",
-       "646                      dominicbarkerAN   \n",
-       "647                      dominicbarkerAN   \n",
-       "648                       James Robinson   \n",
-       "649                      dominicbarkerAN   \n",
-       "650                      dominicbarkerAN   \n",
-       "651                      dominicbarkerAN   \n",
-       "652                      dominicbarkerAN   \n",
-       "653                      dominicbarkerAN   \n",
-       "654                      dominicbarkerAN   \n",
-       "655                      dominicbarkerAN   \n",
-       "656                       Dominic Barker   \n",
-       "657                      dominicbarkerAN   \n",
-       "658                       Dominic Barker   \n",
-       "659                       Dominic Barker   \n",
-       "660                       Dominic Barker   \n",
-       "661                      dominicbarkerAN   \n",
-       "662                      dominicbarkerAN   \n",
-       "663                      dominicbarkerAN   \n",
-       "664                      dominicbarkerAN   \n",
-       "665                      dominicbarkerAN   \n",
-       "666                      dominicbarkerAN   \n",
-       "667                       Dominic Barker   \n",
-       "668                      dominicbarkerAN   \n",
-       "669                      dominicbarkerAN   \n",
-       "670                      dominicbarkerAN   \n",
-       "671                      dominicbarkerAN   \n",
-       "672                      dominicbarkerAN   \n",
-       "673                      dominicbarkerAN   \n",
-       "674                       Dominic Barker   \n",
-       "675                      dominicbarkerAN   \n",
-       "676                       Dominic Barker   \n",
-       "677                      xeniageorgiouAN   \n",
-       "678                      xeniageorgiouAN   \n",
-       "679                       Dominic Barker   \n",
-       "680                      dominicbarkerAN   \n",
-       "681                      dominicbarkerAN   \n",
-       "682                      dominicbarkerAN   \n",
-       "683                      dominicbarkerAN   \n",
-       "684                      dominicbarkerAN   \n",
-       "685                      dominicbarkerAN   \n",
-       "686                      dominicbarkerAN   \n",
-       "687                      dominicbarkerAN   \n",
-       "688                      dominicbarkerAN   \n",
-       "689                      dominicbarkerAN   \n",
-       "690                      dominicbarkerAN   \n",
-       "691                      dominicbarkerAN   \n",
-       "692                      dominicbarkerAN   \n",
-       "693                      dominicbarkerAN   \n",
-       "694                      dominicbarkerAN   \n",
-       "695                      dominicbarkerAN   \n",
-       "696                      dominicbarkerAN   \n",
-       "697                      dominicbarkerAN   \n",
-       "698                      dominicbarkerAN   \n",
-       "699                      dominicbarkerAN   \n",
-       "700                      dominicbarkerAN   \n",
-       "701                       Dominic Barker   \n",
-       "702                       Dominic Barker   \n",
-       "703                      dominicbarkerAN   \n",
-       "704                      michaelcooperAN   \n",
-       "705                      michaelcooperAN   \n",
-       "706                      michaelcooperAN   \n",
-       "707                      xeniageorgiouAN   \n",
-       "708                      xeniageorgiouAN   \n",
-       "709                      dominicbarkerAN   \n",
-       "710                      dominicbarkerAN   \n",
-       "711                      dominicbarkerAN   \n",
-       "712                      dominicbarkerAN   \n",
-       "713                      dominicbarkerAN   \n",
-       "714                      dominicbarkerAN   \n",
-       "715                      dominicbarkerAN   \n",
-       "716                      dominicbarkerAN   \n",
-       "717                      dominicbarkerAN   \n",
-       "718                      xeniageorgiouAN   \n",
-       "719                      xeniageorgiouAN   \n",
-       "720                      dominicbarkerAN   \n",
-       "721                      dominicbarkerAN   \n",
-       "722                       Dominic Barker   \n",
-       "723                      dominicbarkerAN   \n",
-       "724                       Dominic Barker   \n",
-       "725                      dominicbarkerAN   \n",
-       "726                      michaelcooperAN   \n",
-       "727                      michaelcooperAN   \n",
-       "728                       Dominic Barker   \n",
-       "729                      dominicbarkerAN   \n",
-       "730                       Dominic Barker   \n",
-       "731                      dominicbarkerAN   \n",
-       "732                       Dominic Barker   \n",
-       "733                      dominicbarkerAN   \n",
-       "734                      michaelcooperAN   \n",
-       "735                      michaelcooperAN   \n",
-       "736                      michaelcooperAN   \n",
-       "737                       Dominic Barker   \n",
-       "738                      dominicbarkerAN   \n",
-       "\n",
-       "                                   commit.author.email    commit.author.date  \\\n",
-       "0                      james.robinson@anthonynolan.org  2014-09-27T18:57:55Z   \n",
-       "1                      james.robinson@anthonynolan.org  2014-09-27T18:58:59Z   \n",
-       "2                      james.robinson@anthonynolan.org  2014-09-27T19:00:41Z   \n",
-       "3                      james.robinson@anthonynolan.org  2014-09-27T19:00:51Z   \n",
-       "4                      james.robinson@anthonynolan.org  2014-09-27T19:02:35Z   \n",
-       "5                      james.robinson@anthonynolan.org  2014-09-27T19:03:30Z   \n",
-       "6                      james.robinson@anthonynolan.org  2014-09-27T19:10:12Z   \n",
-       "7                      james.robinson@anthonynolan.org  2014-09-27T19:13:24Z   \n",
-       "8                      james.robinson@anthonynolan.org  2014-09-27T19:18:54Z   \n",
-       "9                      james.robinson@anthonynolan.org  2014-09-27T19:25:48Z   \n",
-       "10                     james.robinson@anthonynolan.org  2014-09-27T19:38:32Z   \n",
-       "11                     james.robinson@anthonynolan.org  2014-09-27T19:53:05Z   \n",
-       "12                     james.robinson@anthonynolan.org  2014-09-27T20:33:03Z   \n",
-       "13                     james.robinson@anthonynolan.org  2014-09-27T20:33:43Z   \n",
-       "14                     james.robinson@anthonynolan.org  2014-09-27T20:47:44Z   \n",
-       "15                     james.robinson@anthonynolan.org  2014-09-27T20:48:52Z   \n",
-       "16                     james.robinson@anthonynolan.org  2014-09-27T20:50:18Z   \n",
-       "17                     james.robinson@anthonynolan.org  2014-09-27T20:56:36Z   \n",
-       "18                     james.robinson@anthonynolan.org  2014-09-27T21:02:10Z   \n",
-       "19                     james.robinson@anthonynolan.org  2014-09-27T21:03:12Z   \n",
-       "20                     james.robinson@anthonynolan.org  2014-09-27T21:04:43Z   \n",
-       "21                     james.robinson@anthonynolan.org  2014-09-27T21:07:01Z   \n",
-       "22                     james.robinson@anthonynolan.org  2014-10-07T13:03:28Z   \n",
-       "23                     james.robinson@anthonynolan.org  2014-10-07T15:11:13Z   \n",
-       "24                     james.robinson@anthonynolan.org  2014-10-10T08:11:43Z   \n",
-       "25                     james.robinson@anthonynolan.org  2014-10-10T08:28:16Z   \n",
-       "26                     james.robinson@anthonynolan.org  2014-10-10T08:38:01Z   \n",
-       "27                     james.robinson@anthonynolan.org  2014-10-10T11:35:52Z   \n",
-       "28                     james.robinson@anthonynolan.org  2014-10-10T12:50:43Z   \n",
-       "29                     james.robinson@anthonynolan.org  2014-10-10T12:57:20Z   \n",
-       "30                     james.robinson@anthonynolan.org  2014-10-13T08:56:00Z   \n",
-       "31                     james.robinson@anthonynolan.org  2014-10-13T08:57:07Z   \n",
-       "32                     james.robinson@anthonynolan.org  2014-10-16T11:06:40Z   \n",
-       "33                     james.robinson@anthonynolan.org  2014-10-16T11:08:12Z   \n",
-       "34                     james.robinson@anthonynolan.org  2014-11-20T12:25:29Z   \n",
-       "35                     james.robinson@anthonynolan.org  2014-11-20T12:26:50Z   \n",
-       "36                     james.robinson@anthonynolan.org  2014-11-20T12:51:26Z   \n",
-       "37                     james.robinson@anthonynolan.org  2014-11-20T12:52:19Z   \n",
-       "38                     james.robinson@anthonynolan.org  2014-11-20T15:56:14Z   \n",
-       "39                     james.robinson@anthonynolan.org  2014-11-20T15:56:43Z   \n",
-       "40                     james.robinson@anthonynolan.org  2014-11-21T10:03:45Z   \n",
-       "41                     james.robinson@anthonynolan.org  2014-11-21T10:04:14Z   \n",
-       "42                     james.robinson@anthonynolan.org  2014-11-27T15:52:04Z   \n",
-       "43                     james.robinson@anthonynolan.org  2014-11-27T15:52:46Z   \n",
-       "44                     james.robinson@anthonynolan.org  2014-12-11T11:30:23Z   \n",
-       "45                     james.robinson@anthonynolan.org  2015-01-17T12:04:07Z   \n",
-       "46                     james.robinson@anthonynolan.org  2015-01-19T10:28:09Z   \n",
-       "47                     james.robinson@anthonynolan.org  2015-01-19T11:57:41Z   \n",
-       "48                     james.robinson@anthonynolan.org  2015-01-19T11:58:44Z   \n",
-       "49                     james.robinson@anthonynolan.org  2015-01-19T12:11:47Z   \n",
-       "50                     james.robinson@anthonynolan.org  2015-01-19T12:15:23Z   \n",
-       "51                     james.robinson@anthonynolan.org  2015-01-22T09:56:07Z   \n",
-       "52                     james.robinson@anthonynolan.org  2015-01-22T09:56:54Z   \n",
-       "53                     james.robinson@anthonynolan.org  2015-01-27T10:21:58Z   \n",
-       "54                     james.robinson@anthonynolan.org  2015-01-27T10:22:26Z   \n",
-       "55                     james.robinson@anthonynolan.org  2015-01-29T14:02:30Z   \n",
-       "56                     james.robinson@anthonynolan.org  2015-01-29T14:04:42Z   \n",
-       "57                     james.robinson@anthonynolan.org  2015-02-12T14:49:21Z   \n",
-       "58                     james.robinson@anthonynolan.org  2015-02-12T14:51:10Z   \n",
-       "59                     james.robinson@anthonynolan.org  2015-02-26T10:08:05Z   \n",
-       "60                     james.robinson@anthonynolan.org  2015-02-26T10:09:36Z   \n",
-       "61                     james.robinson@anthonynolan.org  2015-04-16T09:05:11Z   \n",
-       "62                     james.robinson@anthonynolan.org  2015-04-16T09:08:02Z   \n",
-       "63                     james.robinson@anthonynolan.org  2015-04-16T09:55:20Z   \n",
-       "64                     james.robinson@anthonynolan.org  2015-04-16T09:56:18Z   \n",
-       "65                     james.robinson@anthonynolan.org  2015-04-16T10:24:54Z   \n",
-       "66                     james.robinson@anthonynolan.org  2015-04-16T10:25:29Z   \n",
-       "67                     james.robinson@anthonynolan.org  2015-04-16T10:27:11Z   \n",
-       "68                     james.robinson@anthonynolan.org  2015-04-16T10:27:23Z   \n",
-       "69                     james.robinson@anthonynolan.org  2015-04-16T11:31:19Z   \n",
-       "70                     james.robinson@anthonynolan.org  2015-04-16T11:38:04Z   \n",
-       "71                     james.robinson@anthonynolan.org  2015-04-17T08:26:00Z   \n",
-       "72                     james.robinson@anthonynolan.org  2015-04-17T08:26:23Z   \n",
-       "73                     james.robinson@anthonynolan.org  2015-04-23T08:59:20Z   \n",
-       "74                     james.robinson@anthonynolan.org  2015-04-23T08:59:43Z   \n",
-       "75                     james.robinson@anthonynolan.org  2015-06-01T11:53:33Z   \n",
-       "76                     james.robinson@anthonynolan.org  2015-06-01T11:56:10Z   \n",
-       "77                     james.robinson@anthonynolan.org  2015-06-12T10:59:57Z   \n",
-       "78                     james.robinson@anthonynolan.org  2015-06-12T11:00:29Z   \n",
-       "79                     james.robinson@anthonynolan.org  2015-06-12T11:04:23Z   \n",
-       "80                     james.robinson@anthonynolan.org  2015-06-12T11:07:15Z   \n",
-       "81                     james.robinson@anthonynolan.org  2015-06-12T11:10:18Z   \n",
-       "82                     james.robinson@anthonynolan.org  2015-06-12T11:19:14Z   \n",
-       "83                     james.robinson@anthonynolan.org  2015-06-12T11:19:32Z   \n",
-       "84                     james.robinson@anthonynolan.org  2015-06-12T11:21:41Z   \n",
-       "85                     james.robinson@anthonynolan.org  2015-06-12T11:23:58Z   \n",
-       "86                     james.robinson@anthonynolan.org  2015-06-12T11:26:08Z   \n",
-       "87                     james.robinson@anthonynolan.org  2015-06-12T11:30:02Z   \n",
-       "88                     james.robinson@anthonynolan.org  2015-06-12T11:32:37Z   \n",
-       "89                     james.robinson@anthonynolan.org  2015-06-12T11:34:20Z   \n",
-       "90                     james.robinson@anthonynolan.org  2015-06-12T11:34:36Z   \n",
-       "91                     james.robinson@anthonynolan.org  2015-06-12T11:36:31Z   \n",
-       "92                     james.robinson@anthonynolan.org  2015-06-12T11:37:52Z   \n",
-       "93                     james.robinson@anthonynolan.org  2015-06-12T11:40:16Z   \n",
-       "94                     james.robinson@anthonynolan.org  2015-06-12T11:41:10Z   \n",
-       "95                     james.robinson@anthonynolan.org  2015-06-12T11:43:24Z   \n",
-       "96                     james.robinson@anthonynolan.org  2015-06-12T11:44:23Z   \n",
-       "97                     james.robinson@anthonynolan.org  2015-06-12T11:46:17Z   \n",
-       "98                     james.robinson@anthonynolan.org  2015-06-12T11:47:46Z   \n",
-       "99                     james.robinson@anthonynolan.org  2015-06-12T11:49:48Z   \n",
-       "100                    james.robinson@anthonynolan.org  2015-06-12T11:50:38Z   \n",
-       "101                    james.robinson@anthonynolan.org  2015-06-12T11:53:42Z   \n",
-       "102                    james.robinson@anthonynolan.org  2015-06-12T11:54:26Z   \n",
-       "103                    james.robinson@anthonynolan.org  2015-06-12T11:56:43Z   \n",
-       "104                    james.robinson@anthonynolan.org  2015-06-12T11:58:47Z   \n",
-       "105                    james.robinson@anthonynolan.org  2015-07-07T12:28:19Z   \n",
-       "106                    james.robinson@anthonynolan.org  2015-07-07T12:41:38Z   \n",
-       "107                    james.robinson@anthonynolan.org  2015-07-07T12:47:36Z   \n",
-       "108                    james.robinson@anthonynolan.org  2015-07-07T13:14:32Z   \n",
-       "109                    james.robinson@anthonynolan.org  2015-07-07T13:35:01Z   \n",
-       "110                    james.robinson@anthonynolan.org  2015-07-07T13:57:07Z   \n",
-       "111                    james.robinson@anthonynolan.org  2015-07-07T13:59:17Z   \n",
-       "112                    james.robinson@anthonynolan.org  2015-07-07T14:01:00Z   \n",
-       "113                    james.robinson@anthonynolan.org  2015-07-07T14:02:51Z   \n",
-       "114                    james.robinson@anthonynolan.org  2015-08-12T10:19:30Z   \n",
-       "115                    james.robinson@anthonynolan.org  2015-08-12T10:22:19Z   \n",
-       "116                    james.robinson@anthonynolan.org  2015-09-11T12:34:58Z   \n",
-       "117                    james.robinson@anthonynolan.org  2015-09-11T12:37:30Z   \n",
-       "118                    james.robinson@anthonynolan.org  2015-09-11T15:39:09Z   \n",
-       "119                    james.robinson@anthonynolan.org  2015-09-11T15:44:02Z   \n",
-       "120                    james.robinson@anthonynolan.org  2015-10-09T10:55:47Z   \n",
-       "121                    james.robinson@anthonynolan.org  2015-10-09T11:00:44Z   \n",
-       "122                    james.robinson@anthonynolan.org  2015-10-09T11:13:51Z   \n",
-       "123                    james.robinson@anthonynolan.org  2015-10-09T11:15:34Z   \n",
-       "124                    james.robinson@anthonynolan.org  2015-10-12T13:18:45Z   \n",
-       "125                    james.robinson@anthonynolan.org  2015-10-12T13:20:15Z   \n",
-       "126                    james.robinson@anthonynolan.org  2015-10-15T12:46:56Z   \n",
-       "127                    james.robinson@anthonynolan.org  2015-10-15T12:47:31Z   \n",
-       "128                    james.robinson@anthonynolan.org  2015-10-16T16:00:35Z   \n",
-       "129                    james.robinson@anthonynolan.org  2015-10-16T16:01:29Z   \n",
-       "130                    james.robinson@anthonynolan.org  2015-11-11T17:12:40Z   \n",
-       "131                    james.robinson@anthonynolan.org  2015-11-11T17:16:20Z   \n",
-       "132                    james.robinson@anthonynolan.org  2016-01-19T10:43:35Z   \n",
-       "133                    james.robinson@anthonynolan.org  2016-01-19T12:28:52Z   \n",
-       "134                    james.robinson@anthonynolan.org  2016-01-19T12:35:11Z   \n",
-       "135                    james.robinson@anthonynolan.org  2016-01-19T12:42:17Z   \n",
-       "136                    james.robinson@anthonynolan.org  2016-01-19T12:44:35Z   \n",
-       "137                    james.robinson@anthonynolan.org  2016-01-20T14:39:42Z   \n",
-       "138                    james.robinson@anthonynolan.org  2016-01-20T16:22:42Z   \n",
-       "139                    james.robinson@anthonynolan.org  2016-02-01T14:53:57Z   \n",
-       "140                    james.robinson@anthonynolan.org  2016-02-01T14:55:24Z   \n",
-       "141                    james.robinson@anthonynolan.org  2016-02-09T11:17:59Z   \n",
-       "142                    james.robinson@anthonynolan.org  2016-02-09T11:18:33Z   \n",
-       "143                    james.robinson@anthonynolan.org  2016-02-10T10:55:33Z   \n",
-       "144                    james.robinson@anthonynolan.org  2016-02-10T10:57:01Z   \n",
-       "145                    james.robinson@anthonynolan.org  2016-02-10T10:59:26Z   \n",
-       "146                    james.robinson@anthonynolan.org  2016-02-19T12:36:15Z   \n",
-       "147                    james.robinson@anthonynolan.org  2016-02-19T12:37:02Z   \n",
-       "148                    james.robinson@anthonynolan.org  2016-02-19T12:45:20Z   \n",
-       "149                    james.robinson@anthonynolan.org  2016-02-19T12:45:40Z   \n",
-       "150                    james.robinson@anthonynolan.org  2016-02-19T12:45:58Z   \n",
-       "151                    james.robinson@anthonynolan.org  2016-02-19T12:46:12Z   \n",
-       "152                    james.robinson@anthonynolan.org  2016-02-19T12:47:04Z   \n",
-       "153                    james.robinson@anthonynolan.org  2016-02-19T12:47:26Z   \n",
-       "154                    james.robinson@anthonynolan.org  2016-02-22T14:29:44Z   \n",
-       "155                    james.robinson@anthonynolan.org  2016-02-22T14:36:39Z   \n",
-       "156                    james.robinson@anthonynolan.org  2016-04-13T15:34:48Z   \n",
-       "157                    james.robinson@anthonynolan.org  2016-04-14T08:31:24Z   \n",
-       "158                    james.robinson@anthonynolan.org  2016-04-14T08:32:56Z   \n",
-       "159                    james.robinson@anthonynolan.org  2016-04-14T08:35:17Z   \n",
-       "160                    james.robinson@anthonynolan.org  2016-04-14T08:36:01Z   \n",
-       "161                    james.robinson@anthonynolan.org  2016-04-15T15:21:37Z   \n",
-       "162                    james.robinson@anthonynolan.org  2016-04-15T15:21:54Z   \n",
-       "163                    james.robinson@anthonynolan.org  2016-04-15T15:35:32Z   \n",
-       "164                    james.robinson@anthonynolan.org  2016-04-15T15:35:58Z   \n",
-       "165                    james.robinson@anthonynolan.org  2016-04-21T10:14:14Z   \n",
-       "166                    james.robinson@anthonynolan.org  2016-04-21T10:17:13Z   \n",
-       "167                    james.robinson@anthonynolan.org  2016-04-21T10:17:27Z   \n",
-       "168                    james.robinson@anthonynolan.org  2016-04-21T10:20:50Z   \n",
-       "169                    james.robinson@anthonynolan.org  2016-04-21T10:21:33Z   \n",
-       "170                    james.robinson@anthonynolan.org  2016-04-21T14:06:15Z   \n",
-       "171                    james.robinson@anthonynolan.org  2016-04-21T14:07:40Z   \n",
-       "172                    james.robinson@anthonynolan.org  2016-04-22T09:41:32Z   \n",
-       "173                    james.robinson@anthonynolan.org  2016-04-22T09:41:56Z   \n",
-       "174                    james.robinson@anthonynolan.org  2016-04-22T09:49:05Z   \n",
-       "175                    james.robinson@anthonynolan.org  2016-04-22T09:50:27Z   \n",
-       "176                    james.robinson@anthonynolan.org  2016-05-06T14:24:47Z   \n",
-       "177                    james.robinson@anthonynolan.org  2016-05-06T14:27:07Z   \n",
-       "178                    james.robinson@anthonynolan.org  2016-05-06T14:28:11Z   \n",
-       "179                    james.robinson@anthonynolan.org  2016-06-03T13:07:28Z   \n",
-       "180                    james.robinson@anthonynolan.org  2016-06-03T13:08:11Z   \n",
-       "181                    james.robinson@anthonynolan.org  2016-06-03T13:23:27Z   \n",
-       "182                    james.robinson@anthonynolan.org  2016-06-09T08:50:50Z   \n",
-       "183                    james.robinson@anthonynolan.org  2016-07-13T13:43:30Z   \n",
-       "184                    james.robinson@anthonynolan.org  2016-07-14T09:18:36Z   \n",
-       "185                    james.robinson@anthonynolan.org  2016-07-14T09:20:20Z   \n",
-       "186                    james.robinson@anthonynolan.org  2016-08-03T09:21:43Z   \n",
-       "187                    james.robinson@anthonynolan.org  2016-08-03T09:22:09Z   \n",
-       "188                    james.robinson@anthonynolan.org  2016-08-03T09:41:35Z   \n",
-       "189                    james.robinson@anthonynolan.org  2016-08-03T09:42:39Z   \n",
-       "190                    james.robinson@anthonynolan.org  2016-08-15T10:50:28Z   \n",
-       "191                    james.robinson@anthonynolan.org  2016-08-15T10:50:52Z   \n",
-       "192                    james.robinson@anthonynolan.org  2016-08-15T10:57:55Z   \n",
-       "193                    james.robinson@anthonynolan.org  2016-08-15T11:01:40Z   \n",
-       "194                    james.robinson@anthonynolan.org  2016-08-22T14:28:44Z   \n",
-       "195                    james.robinson@anthonynolan.org  2016-08-24T10:47:21Z   \n",
-       "196                    james.robinson@anthonynolan.org  2016-08-25T14:53:06Z   \n",
-       "197                    james.robinson@anthonynolan.org  2016-09-15T14:42:03Z   \n",
-       "198                    james.robinson@anthonynolan.org  2016-09-15T14:44:23Z   \n",
-       "199                    james.robinson@anthonynolan.org  2016-10-17T10:51:06Z   \n",
-       "200                    james.robinson@anthonynolan.org  2016-10-17T10:52:44Z   \n",
-       "201                    james.robinson@anthonynolan.org  2016-10-17T10:53:06Z   \n",
-       "202                    james.robinson@anthonynolan.org  2016-10-17T10:53:33Z   \n",
-       "203                    james.robinson@anthonynolan.org  2016-10-17T15:12:08Z   \n",
-       "204                    james.robinson@anthonynolan.org  2016-10-17T15:13:32Z   \n",
-       "205                    james.robinson@anthonynolan.org  2016-10-17T15:13:43Z   \n",
-       "206                    james.robinson@anthonynolan.org  2016-10-17T15:17:00Z   \n",
-       "207                    james.robinson@anthonynolan.org  2016-10-17T15:21:13Z   \n",
-       "208                    james.robinson@anthonynolan.org  2016-10-19T10:22:38Z   \n",
-       "209                    james.robinson@anthonynolan.org  2016-10-19T10:23:08Z   \n",
-       "210                    james.robinson@anthonynolan.org  2016-10-19T10:30:11Z   \n",
-       "211                    james.robinson@anthonynolan.org  2016-10-19T10:30:44Z   \n",
-       "212                    james.robinson@anthonynolan.org  2016-10-19T12:49:13Z   \n",
-       "213                    james.robinson@anthonynolan.org  2016-10-19T12:50:05Z   \n",
-       "214                    james.robinson@anthonynolan.org  2016-10-20T13:25:53Z   \n",
-       "215                    james.robinson@anthonynolan.org  2016-10-20T13:51:40Z   \n",
-       "216                    james.robinson@anthonynolan.org  2016-10-25T14:22:51Z   \n",
-       "217                    james.robinson@anthonynolan.org  2016-10-25T14:23:15Z   \n",
-       "218                    james.robinson@anthonynolan.org  2016-10-26T14:33:37Z   \n",
-       "219                    james.robinson@anthonynolan.org  2016-10-26T15:04:59Z   \n",
-       "220                    james.robinson@anthonynolan.org  2016-11-08T16:10:36Z   \n",
-       "221                    james.robinson@anthonynolan.org  2016-11-08T16:11:34Z   \n",
-       "222                    james.robinson@anthonynolan.org  2016-11-16T13:50:09Z   \n",
-       "223                    james.robinson@anthonynolan.org  2016-11-16T13:51:23Z   \n",
-       "224                    james.robinson@anthonynolan.org  2016-11-16T13:52:40Z   \n",
-       "225                    james.robinson@anthonynolan.org  2016-11-16T14:06:46Z   \n",
-       "226                    james.robinson@anthonynolan.org  2016-11-30T13:57:15Z   \n",
-       "227                    james.robinson@anthonynolan.org  2016-11-30T13:58:27Z   \n",
-       "228                    james.robinson@anthonynolan.org  2017-01-20T08:59:20Z   \n",
-       "229                    james.robinson@anthonynolan.org  2017-01-20T10:51:37Z   \n",
-       "230                    james.robinson@anthonynolan.org  2017-01-20T13:29:32Z   \n",
-       "231                    james.robinson@anthonynolan.org  2017-01-20T13:30:07Z   \n",
-       "232                    james.robinson@anthonynolan.org  2017-01-23T17:19:34Z   \n",
-       "233                    james.robinson@anthonynolan.org  2017-01-23T17:24:05Z   \n",
-       "234                    james.robinson@anthonynolan.org  2017-01-23T18:03:48Z   \n",
-       "235                    james.robinson@anthonynolan.org  2017-01-23T18:04:19Z   \n",
-       "236                    james.robinson@anthonynolan.org  2017-01-25T13:00:32Z   \n",
-       "237                    james.robinson@anthonynolan.org  2017-01-25T13:01:05Z   \n",
-       "238                    james.robinson@anthonynolan.org  2017-01-26T11:32:38Z   \n",
-       "239                    james.robinson@anthonynolan.org  2017-01-26T15:07:16Z   \n",
-       "240                    james.robinson@anthonynolan.org  2017-01-27T10:30:26Z   \n",
-       "241                    james.robinson@anthonynolan.org  2017-01-27T10:34:00Z   \n",
-       "242                    james.robinson@anthonynolan.org  2017-01-27T12:02:40Z   \n",
-       "243                    james.robinson@anthonynolan.org  2017-01-27T15:44:02Z   \n",
-       "244                    james.robinson@anthonynolan.org  2017-02-17T11:22:46Z   \n",
-       "245                    james.robinson@anthonynolan.org  2017-02-17T11:23:57Z   \n",
-       "246                    james.robinson@anthonynolan.org  2017-03-09T14:30:23Z   \n",
-       "247                    james.robinson@anthonynolan.org  2017-03-09T14:33:14Z   \n",
-       "248                    james.robinson@anthonynolan.org  2017-04-13T11:38:20Z   \n",
-       "249                    james.robinson@anthonynolan.org  2017-04-18T09:47:03Z   \n",
-       "250                    james.robinson@anthonynolan.org  2017-04-18T09:48:30Z   \n",
-       "251                    james.robinson@anthonynolan.org  2017-04-19T09:06:49Z   \n",
-       "252                    james.robinson@anthonynolan.org  2017-04-19T09:07:11Z   \n",
-       "253                    james.robinson@anthonynolan.org  2017-04-19T10:46:28Z   \n",
-       "254                    james.robinson@anthonynolan.org  2017-04-19T10:47:08Z   \n",
-       "255                    james.robinson@anthonynolan.org  2017-05-05T09:08:02Z   \n",
-       "256                    james.robinson@anthonynolan.org  2017-05-05T09:08:48Z   \n",
-       "257                    james.robinson@anthonynolan.org  2017-06-07T13:49:28Z   \n",
-       "258                    james.robinson@anthonynolan.org  2017-06-07T13:52:43Z   \n",
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-       "303                    james.robinson@anthonynolan.org  2017-11-10T10:15:45Z   \n",
-       "304                    james.robinson@anthonynolan.org  2017-11-10T10:17:18Z   \n",
-       "305                    james.robinson@anthonynolan.org  2017-11-27T14:16:48Z   \n",
-       "306                    james.robinson@anthonynolan.org  2017-11-27T15:53:40Z   \n",
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-       "308                    james.robinson@anthonynolan.org  2017-11-27T19:54:43Z   \n",
-       "309                    james.robinson@anthonynolan.org  2017-11-27T19:56:09Z   \n",
-       "310                    james.robinson@anthonynolan.org  2017-11-29T11:41:25Z   \n",
-       "311                    james.robinson@anthonynolan.org  2017-11-29T11:42:58Z   \n",
-       "312                    james.robinson@anthonynolan.org  2017-11-29T11:44:51Z   \n",
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-       "320                    james.robinson@anthonynolan.org  2017-12-01T10:07:12Z   \n",
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-       "325                   jrob119@users.noreply.github.com  2018-01-10T10:27:23Z   \n",
-       "326                    james.robinson@anthonynolan.org  2018-01-19T11:23:52Z   \n",
-       "327                   jrob119@users.noreply.github.com  2018-01-19T11:25:09Z   \n",
-       "328                    james.robinson@anthonynolan.org  2018-01-19T11:41:17Z   \n",
-       "329                   jrob119@users.noreply.github.com  2018-01-19T11:42:27Z   \n",
-       "330                    james.robinson@anthonynolan.org  2018-01-19T15:26:18Z   \n",
-       "331                   jrob119@users.noreply.github.com  2018-01-19T15:28:27Z   \n",
-       "332                    james.robinson@anthonynolan.org  2018-01-22T10:16:41Z   \n",
-       "333                   jrob119@users.noreply.github.com  2018-01-22T10:17:33Z   \n",
-       "334                    james.robinson@anthonynolan.org  2018-02-13T10:45:53Z   \n",
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-       "336                   jrob119@users.noreply.github.com  2018-02-13T10:50:02Z   \n",
-       "337                    james.robinson@anthonynolan.org  2018-04-17T15:36:25Z   \n",
-       "338                   jrob119@users.noreply.github.com  2018-04-17T15:38:24Z   \n",
-       "339                   jrob119@users.noreply.github.com  2018-04-17T15:45:58Z   \n",
-       "340                   jrob119@users.noreply.github.com  2018-04-17T15:46:06Z   \n",
-       "341                   jrob119@users.noreply.github.com  2018-04-17T15:47:00Z   \n",
-       "342                   jrob119@users.noreply.github.com  2018-04-17T15:47:08Z   \n",
-       "343                   jrob119@users.noreply.github.com  2018-04-17T15:47:20Z   \n",
-       "344                   jrob119@users.noreply.github.com  2018-04-17T15:47:30Z   \n",
-       "345                    james.robinson@anthonynolan.org  2018-04-18T14:41:55Z   \n",
-       "346                    james.robinson@anthonynolan.org  2018-04-18T14:45:29Z   \n",
-       "347                   jrob119@users.noreply.github.com  2018-04-18T14:46:25Z   \n",
-       "348                    james.robinson@anthonynolan.org  2018-04-20T14:28:27Z   \n",
-       "349                    james.robinson@anthonynolan.org  2018-04-20T14:29:01Z   \n",
-       "350                    james.robinson@anthonynolan.org  2018-04-20T14:29:17Z   \n",
-       "351                   jrob119@users.noreply.github.com  2018-04-20T14:29:38Z   \n",
-       "352                    james.robinson@anthonynolan.org  2018-04-24T14:02:03Z   \n",
-       "353                    james.robinson@anthonynolan.org  2018-04-24T14:08:21Z   \n",
-       "354                    james.robinson@anthonynolan.org  2018-04-24T14:09:53Z   \n",
-       "355                    james.robinson@anthonynolan.org  2018-04-24T14:10:58Z   \n",
-       "356                    james.robinson@anthonynolan.org  2018-04-24T14:12:02Z   \n",
-       "357                    james.robinson@anthonynolan.org  2018-04-24T16:04:58Z   \n",
-       "358                    james.robinson@anthonynolan.org  2018-04-25T10:56:04Z   \n",
-       "359                    james.robinson@anthonynolan.org  2018-04-26T12:36:01Z   \n",
-       "360                    james.robinson@anthonynolan.org  2018-04-27T12:12:02Z   \n",
-       "361                   jrob119@users.noreply.github.com  2018-04-27T12:12:58Z   \n",
-       "362                    james.robinson@anthonynolan.org  2018-05-04T10:31:08Z   \n",
-       "363                   jrob119@users.noreply.github.com  2018-05-04T10:33:51Z   \n",
-       "364                    james.robinson@anthonynolan.org  2018-05-18T14:43:27Z   \n",
-       "365                   jrob119@users.noreply.github.com  2018-05-18T15:36:36Z   \n",
-       "366                    james.robinson@anthonynolan.org  2018-05-22T13:52:03Z   \n",
-       "367                   jrob119@users.noreply.github.com  2018-05-22T13:52:26Z   \n",
-       "368                    james.robinson@anthonynolan.org  2018-07-11T11:22:21Z   \n",
-       "369                    james.robinson@anthonynolan.org  2018-07-11T11:35:01Z   \n",
-       "370                   jrob119@users.noreply.github.com  2018-07-11T11:36:49Z   \n",
-       "371                   jrob119@users.noreply.github.com  2018-07-11T11:37:44Z   \n",
-       "372                   jrob119@users.noreply.github.com  2018-07-11T17:30:10Z   \n",
-       "373                   jrob119@users.noreply.github.com  2018-07-11T17:30:53Z   \n",
-       "374                    james.robinson@anthonynolan.org  2018-07-12T09:50:05Z   \n",
-       "375                   jrob119@users.noreply.github.com  2018-07-12T09:50:43Z   \n",
-       "376                    james.robinson@anthonynolan.org  2018-07-16T13:15:56Z   \n",
-       "377                   jrob119@users.noreply.github.com  2018-07-16T13:17:19Z   \n",
-       "378                    james.robinson@anthonynolan.org  2018-07-31T09:57:05Z   \n",
-       "379                   jrob119@users.noreply.github.com  2018-07-31T09:59:25Z   \n",
-       "380                    james.robinson@anthonynolan.org  2018-08-14T08:54:04Z   \n",
-       "381                   jrob119@users.noreply.github.com  2018-09-06T11:04:54Z   \n",
-       "382                    james.robinson@anthonynolan.org  2018-10-17T09:08:57Z   \n",
-       "383                   jrob119@users.noreply.github.com  2018-10-17T09:15:48Z   \n",
-       "384                   jrob119@users.noreply.github.com  2018-10-17T09:17:38Z   \n",
-       "385                  dominicbarker@Dominics-iMac.local  2018-10-18T15:05:10Z   \n",
-       "386                   jrob119@users.noreply.github.com  2018-10-18T15:10:34Z   \n",
-       "387                    james.robinson@anthonynolan.org  2018-11-06T11:15:51Z   \n",
-       "388                  dominicbarker@Dominics-iMac.local  2018-11-06T11:25:45Z   \n",
-       "389                    james.robinson@anthonynolan.org  2018-11-06T11:29:52Z   \n",
-       "390                   jrob119@users.noreply.github.com  2018-11-06T11:30:30Z   \n",
-       "391                    james.robinson@anthonynolan.org  2019-01-23T12:20:16Z   \n",
-       "392                    james.robinson@anthonynolan.org  2019-01-23T12:22:08Z   \n",
-       "393                   jrob119@users.noreply.github.com  2019-01-23T12:24:28Z   \n",
-       "394                   jrob119@users.noreply.github.com  2019-01-23T12:32:29Z   \n",
-       "395                   jrob119@users.noreply.github.com  2019-01-23T12:33:52Z   \n",
-       "396                   jrob119@users.noreply.github.com  2019-01-23T12:35:16Z   \n",
-       "397                   jrob119@users.noreply.github.com  2019-01-23T16:43:09Z   \n",
-       "398                   jrob119@users.noreply.github.com  2019-01-24T10:13:04Z   \n",
-       "399                   jrob119@users.noreply.github.com  2019-01-24T10:13:21Z   \n",
-       "400                   jrob119@users.noreply.github.com  2019-01-24T11:12:04Z   \n",
-       "401                   jrob119@users.noreply.github.com  2019-01-24T11:12:59Z   \n",
-       "402                    james.robinson@anthonynolan.org  2019-01-24T12:22:46Z   \n",
-       "403                    james.robinson@anthonynolan.org  2019-01-24T12:23:21Z   \n",
-       "404                   jrob119@users.noreply.github.com  2019-01-24T12:27:42Z   \n",
-       "405  37367778+dominicbarkerAN@users.noreply.github.com  2019-01-28T09:54:30Z   \n",
-       "406                    james.robinson@anthonynolan.org  2019-01-29T16:54:18Z   \n",
-       "407                   jrob119@users.noreply.github.com  2019-01-29T17:20:59Z   \n",
-       "408                    james.robinson@anthonynolan.org  2019-01-29T17:38:58Z   \n",
-       "409                    james.robinson@anthonynolan.org  2019-04-17T08:57:40Z   \n",
-       "410                   jrob119@users.noreply.github.com  2019-04-17T09:00:15Z   \n",
-       "411                    james.robinson@anthonynolan.org  2019-04-17T09:01:16Z   \n",
-       "412                    james.robinson@anthonynolan.org  2019-04-17T09:01:53Z   \n",
-       "413                    james.robinson@anthonynolan.org  2019-04-17T09:03:09Z   \n",
-       "414                    james.robinson@anthonynolan.org  2019-04-17T09:05:13Z   \n",
-       "415                    james.robinson@anthonynolan.org  2019-04-17T09:07:45Z   \n",
-       "416                   jrob119@users.noreply.github.com  2019-04-17T09:09:26Z   \n",
-       "417                   jrob119@users.noreply.github.com  2019-04-17T09:10:57Z   \n",
-       "418                    james.robinson@anthonynolan.org  2019-04-17T09:19:50Z   \n",
-       "419                   jrob119@users.noreply.github.com  2019-04-17T09:23:42Z   \n",
-       "420                   jrob119@users.noreply.github.com  2019-04-17T09:25:25Z   \n",
-       "421                    dominic.barker@anthonynolan.org  2019-04-18T08:32:24Z   \n",
-       "422  37367778+dominicbarkerAN@users.noreply.github.com  2019-04-18T08:33:01Z   \n",
-       "423                    dominic.barker@anthonynolan.org  2019-04-18T09:09:56Z   \n",
-       "424  37367778+dominicbarkerAN@users.noreply.github.com  2019-04-18T09:14:03Z   \n",
-       "425                    dominic.barker@anthonynolan.org  2019-04-23T09:32:15Z   \n",
-       "426  37367778+dominicbarkerAN@users.noreply.github.com  2019-04-23T09:33:22Z   \n",
-       "427                    dominic.barker@anthonynolan.org  2019-05-13T12:51:25Z   \n",
-       "428  37367778+dominicbarkerAN@users.noreply.github.com  2019-05-13T12:52:43Z   \n",
-       "429                    dominic.barker@anthonynolan.org  2019-06-06T15:14:20Z   \n",
-       "430  37367778+dominicbarkerAN@users.noreply.github.com  2019-06-06T15:15:05Z   \n",
-       "431                    dominic.barker@anthonynolan.org  2019-07-04T13:13:35Z   \n",
-       "432  37367778+dominicbarkerAN@users.noreply.github.com  2019-07-04T13:15:25Z   \n",
-       "433  37367778+dominicbarkerAN@users.noreply.github.com  2019-07-04T13:16:00Z   \n",
-       "434                    dominic.barker@anthonynolan.org  2019-07-08T09:11:11Z   \n",
-       "435  37367778+dominicbarkerAN@users.noreply.github.com  2019-07-08T09:13:10Z   \n",
-       "436                    james.robinson@anthonynolan.org  2019-07-22T14:54:22Z   \n",
-       "437                   jrob119@users.noreply.github.com  2019-07-22T14:55:12Z   \n",
-       "438                    dominic.barker@anthonynolan.org  2019-09-18T10:39:05Z   \n",
-       "439                    dominic.barker@anthonynolan.org  2019-09-18T10:41:49Z   \n",
-       "440                    dominic.barker@anthonynolan.org  2019-09-18T10:42:47Z   \n",
-       "441                    dominic.barker@anthonynolan.org  2019-09-18T10:44:22Z   \n",
-       "442                    james.robinson@anthonynolan.org  2019-10-04T13:11:38Z   \n",
-       "443                    james.robinson@anthonynolan.org  2019-10-04T13:57:07Z   \n",
-       "444                    james.robinson@anthonynolan.org  2019-10-04T14:13:36Z   \n",
-       "445                    james.robinson@anthonynolan.org  2019-10-04T14:22:17Z   \n",
-       "446                    james.robinson@anthonynolan.org  2019-10-04T14:24:16Z   \n",
-       "447                    james.robinson@anthonynolan.org  2019-10-04T14:26:57Z   \n",
-       "448                   jrob119@users.noreply.github.com  2019-10-04T14:30:56Z   \n",
-       "449                    dominic.barker@anthonynolan.org  2019-10-17T10:45:14Z   \n",
-       "450  37367778+dominicbarkerAN@users.noreply.github.com  2019-10-17T10:47:54Z   \n",
-       "451                    dominic.barker@anthonynolan.org  2019-10-17T15:12:58Z   \n",
-       "452  37367778+dominicbarkerAN@users.noreply.github.com  2019-10-17T15:14:13Z   \n",
-       "453                    dominic.barker@anthonynolan.org  2019-10-17T16:24:20Z   \n",
-       "454                    dominic.barker@anthonynolan.org  2019-10-18T10:21:26Z   \n",
-       "455  37367778+dominicbarkerAN@users.noreply.github.com  2019-10-18T10:21:54Z   \n",
-       "456                    dominic.barker@anthonynolan.org  2019-10-29T12:24:07Z   \n",
-       "457  37367778+dominicbarkerAN@users.noreply.github.com  2019-10-29T12:24:57Z   \n",
-       "458                    james.robinson@anthonynolan.org  2019-11-05T14:32:38Z   \n",
-       "459                   jrob119@users.noreply.github.com  2019-11-05T14:33:40Z   \n",
-       "460                    james.robinson@anthonynolan.org  2019-11-05T14:40:29Z   \n",
-       "461                    dominic.barker@anthonynolan.org  2019-11-18T10:46:03Z   \n",
-       "462                    dominic.barker@anthonynolan.org  2019-11-18T10:49:42Z   \n",
-       "463  37367778+dominicbarkerAN@users.noreply.github.com  2019-11-18T10:52:18Z   \n",
-       "464                    dominic.barker@anthonynolan.org  2020-01-20T12:59:01Z   \n",
-       "465  37367778+dominicbarkerAN@users.noreply.github.com  2020-01-20T14:09:42Z   \n",
-       "466                    dominic.barker@anthonynolan.org  2020-01-22T10:39:24Z   \n",
-       "467  37367778+dominicbarkerAN@users.noreply.github.com  2020-01-22T10:41:13Z   \n",
-       "468                    dominic.barker@anthonynolan.org  2020-01-22T10:45:26Z   \n",
-       "469  37367778+dominicbarkerAN@users.noreply.github.com  2020-01-22T10:46:35Z   \n",
-       "470                   jrob119@users.noreply.github.com  2020-01-22T10:52:27Z   \n",
-       "471                   jrob119@users.noreply.github.com  2020-01-22T10:54:06Z   \n",
-       "472                   jrob119@users.noreply.github.com  2020-01-22T11:02:35Z   \n",
-       "473                    dominic.barker@anthonynolan.org  2020-01-22T11:23:48Z   \n",
-       "474                    dominic.barker@anthonynolan.org  2020-01-22T11:27:27Z   \n",
-       "475  37367778+dominicbarkerAN@users.noreply.github.com  2020-01-22T11:32:33Z   \n",
-       "476                    dominic.barker@anthonynolan.org  2020-01-22T12:45:20Z   \n",
-       "477                    dominic.barker@anthonynolan.org  2020-01-23T09:59:05Z   \n",
-       "478  37367778+dominicbarkerAN@users.noreply.github.com  2020-01-23T10:04:20Z   \n",
-       "479                    dominic.barker@anthonynolan.org  2020-01-23T10:17:07Z   \n",
-       "480  37367778+dominicbarkerAN@users.noreply.github.com  2020-01-23T10:19:10Z   \n",
-       "481                    dominic.barker@anthonynolan.org  2020-02-03T10:50:43Z   \n",
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-       "695  37367778+dominicbarkerAN@users.noreply.github.com  2022-10-21T08:43:02Z   \n",
-       "696  37367778+dominicbarkerAN@users.noreply.github.com  2022-10-21T08:43:59Z   \n",
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-       "700  37367778+dominicbarkerAN@users.noreply.github.com  2022-10-21T08:45:58Z   \n",
-       "701                    dominic.barker@anthonynolan.org  2022-11-18T10:29:18Z   \n",
-       "702                    dominic.barker@anthonynolan.org  2022-12-14T10:02:28Z   \n",
-       "703  37367778+dominicbarkerAN@users.noreply.github.com  2022-12-14T10:02:54Z   \n",
-       "704                    michael.cooper@anthonynolan.org  2023-01-12T14:36:43Z   \n",
-       "705                    michael.cooper@anthonynolan.org  2023-01-12T14:47:00Z   \n",
-       "706  55495425+michaelcooperAN@users.noreply.github.com  2023-01-13T10:04:48Z   \n",
-       "707                    xenia.georgiou@anthonynolan.org  2023-04-17T16:01:01Z   \n",
-       "708                    xenia.georgiou@anthonynolan.org  2023-04-17T16:03:52Z   \n",
-       "709  37367778+dominicbarkerAN@users.noreply.github.com  2023-05-25T11:20:51Z   \n",
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-       "717  37367778+dominicbarkerAN@users.noreply.github.com  2023-05-25T11:27:41Z   \n",
-       "718                    xenia.georgiou@anthonynolan.org  2023-07-12T15:01:40Z   \n",
-       "719                    xenia.georgiou@anthonynolan.org  2023-07-12T15:07:46Z   \n",
-       "720  37367778+dominicbarkerAN@users.noreply.github.com  2023-07-26T16:17:14Z   \n",
-       "721  37367778+dominicbarkerAN@users.noreply.github.com  2023-07-26T16:17:33Z   \n",
-       "722           dominicbarker@Dominics-MacBook-Pro.local  2023-08-11T08:29:21Z   \n",
-       "723  37367778+dominicbarkerAN@users.noreply.github.com  2023-08-11T08:29:58Z   \n",
-       "724           dominicbarker@Dominics-MacBook-Pro.local  2023-08-25T12:40:58Z   \n",
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-       "728           dominicbarker@Dominics-MacBook-Pro.local  2023-10-20T08:48:44Z   \n",
-       "729  37367778+dominicbarkerAN@users.noreply.github.com  2023-10-20T09:05:03Z   \n",
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-       "731  37367778+dominicbarkerAN@users.noreply.github.com  2023-11-09T13:58:36Z   \n",
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-       "736  55495425+michaelcooperAN@users.noreply.github.com  2024-01-16T15:41:14Z   \n",
-       "737           dominicbarker@Dominics-MacBook-Pro.local  2024-01-18T11:05:37Z   \n",
-       "738  37367778+dominicbarkerAN@users.noreply.github.com  2024-01-18T11:06:05Z   \n",
-       "\n",
-       "                   commit.committer.name  \\\n",
-       "0                         James Robinson   \n",
-       "1                                jrob119   \n",
-       "2                                jrob119   \n",
-       "3                                jrob119   \n",
-       "4                                jrob119   \n",
-       "5                                jrob119   \n",
-       "6                                jrob119   \n",
-       "7                         James Robinson   \n",
-       "8                                jrob119   \n",
-       "9                         James Robinson   \n",
-       "10                        James Robinson   \n",
-       "11                        James Robinson   \n",
-       "12                               jrob119   \n",
-       "13                        James Robinson   \n",
-       "14                               jrob119   \n",
-       "15                        James Robinson   \n",
-       "16                        James Robinson   \n",
-       "17                               jrob119   \n",
-       "18                               jrob119   \n",
-       "19                        James Robinson   \n",
-       "20                               jrob119   \n",
-       "21                               jrob119   \n",
-       "22                        James Robinson   \n",
-       "23                        James Robinson   \n",
-       "24                        James Robinson   \n",
-       "25                        James Robinson   \n",
-       "26                        James Robinson   \n",
-       "27                        James Robinson   \n",
-       "28                        James Robinson   \n",
-       "29                        James Robinson   \n",
-       "30                        James Robinson   \n",
-       "31                        James Robinson   \n",
-       "32                        James Robinson   \n",
-       "33                        James Robinson   \n",
-       "34                        James Robinson   \n",
-       "35                        James Robinson   \n",
-       "36                        James Robinson   \n",
-       "37                        James Robinson   \n",
-       "38                        James Robinson   \n",
-       "39                        James Robinson   \n",
-       "40                        James Robinson   \n",
-       "41                        James Robinson   \n",
-       "42                        James Robinson   \n",
-       "43                        James Robinson   \n",
-       "44                        James Robinson   \n",
-       "45                               jrob119   \n",
-       "46                        James Robinson   \n",
-       "47                               jrob119   \n",
-       "48                        James Robinson   \n",
-       "49                               jrob119   \n",
-       "50                        James Robinson   \n",
-       "51                        James Robinson   \n",
-       "52                        James Robinson   \n",
-       "53                        James Robinson   \n",
-       "54                        James Robinson   \n",
-       "55                        James Robinson   \n",
-       "56                        James Robinson   \n",
-       "57                        James Robinson   \n",
-       "58                        James Robinson   \n",
-       "59                        James Robinson   \n",
-       "60                        James Robinson   \n",
-       "61                        James Robinson   \n",
-       "62                        James Robinson   \n",
-       "63                        James Robinson   \n",
-       "64                        James Robinson   \n",
-       "65                        James Robinson   \n",
-       "66                        James Robinson   \n",
-       "67                        James Robinson   \n",
-       "68                        James Robinson   \n",
-       "69                        James Robinson   \n",
-       "70                        James Robinson   \n",
-       "71                        James Robinson   \n",
-       "72                        James Robinson   \n",
-       "73                        James Robinson   \n",
-       "74                        James Robinson   \n",
-       "75                        James Robinson   \n",
-       "76                        James Robinson   \n",
-       "77                        James Robinson   \n",
-       "78                        James Robinson   \n",
-       "79                        James Robinson   \n",
-       "80                        James Robinson   \n",
-       "81                        James Robinson   \n",
-       "82                        James Robinson   \n",
-       "83                        James Robinson   \n",
-       "84                        James Robinson   \n",
-       "85                        James Robinson   \n",
-       "86                        James Robinson   \n",
-       "87                        James Robinson   \n",
-       "88                        James Robinson   \n",
-       "89                        James Robinson   \n",
-       "90                        James Robinson   \n",
-       "91                        James Robinson   \n",
-       "92                        James Robinson   \n",
-       "93                        James Robinson   \n",
-       "94                        James Robinson   \n",
-       "95                        James Robinson   \n",
-       "96                        James Robinson   \n",
-       "97                        James Robinson   \n",
-       "98                        James Robinson   \n",
-       "99                        James Robinson   \n",
-       "100                       James Robinson   \n",
-       "101                       James Robinson   \n",
-       "102                       James Robinson   \n",
-       "103                       James Robinson   \n",
-       "104                       James Robinson   \n",
-       "105                       James Robinson   \n",
-       "106                       James Robinson   \n",
-       "107                       James Robinson   \n",
-       "108                       James Robinson   \n",
-       "109                       James Robinson   \n",
-       "110                       James Robinson   \n",
-       "111                       James Robinson   \n",
-       "112                       James Robinson   \n",
-       "113                       James Robinson   \n",
-       "114                       James Robinson   \n",
-       "115                       James Robinson   \n",
-       "116                       James Robinson   \n",
-       "117                       James Robinson   \n",
-       "118                       James Robinson   \n",
-       "119                       James Robinson   \n",
-       "120                       James Robinson   \n",
-       "121                       James Robinson   \n",
-       "122                       James Robinson   \n",
-       "123                       James Robinson   \n",
-       "124                       James Robinson   \n",
-       "125                       James Robinson   \n",
-       "126                       James Robinson   \n",
-       "127                       James Robinson   \n",
-       "128                       James Robinson   \n",
-       "129                       James Robinson   \n",
-       "130                       James Robinson   \n",
-       "131                       James Robinson   \n",
-       "132                       James Robinson   \n",
-       "133                       James Robinson   \n",
-       "134                       James Robinson   \n",
-       "135                       James Robinson   \n",
-       "136                       James Robinson   \n",
-       "137                       James Robinson   \n",
-       "138                       James Robinson   \n",
-       "139                       James Robinson   \n",
-       "140                       James Robinson   \n",
-       "141                              jrob119   \n",
-       "142                       James Robinson   \n",
-       "143                              jrob119   \n",
-       "144                              jrob119   \n",
-       "145                       James Robinson   \n",
-       "146                              jrob119   \n",
-       "147                       James Robinson   \n",
-       "148                       James Robinson   \n",
-       "149                       James Robinson   \n",
-       "150                       James Robinson   \n",
-       "151                       James Robinson   \n",
-       "152                       James Robinson   \n",
-       "153                       James Robinson   \n",
-       "154                              jrob119   \n",
-       "155                       James Robinson   \n",
-       "156                              jrob119   \n",
-       "157                       James Robinson   \n",
-       "158                       James Robinson   \n",
-       "159                              jrob119   \n",
-       "160                       James Robinson   \n",
-       "161                              jrob119   \n",
-       "162                       James Robinson   \n",
-       "163                              jrob119   \n",
-       "164                       James Robinson   \n",
-       "165                       James Robinson   \n",
-       "166                              jrob119   \n",
-       "167                       James Robinson   \n",
-       "168                              jrob119   \n",
-       "169                       James Robinson   \n",
-       "170                              jrob119   \n",
-       "171                       James Robinson   \n",
-       "172                              jrob119   \n",
-       "173                       James Robinson   \n",
-       "174                              jrob119   \n",
-       "175                       James Robinson   \n",
-       "176                              jrob119   \n",
-       "177                              jrob119   \n",
-       "178                       James Robinson   \n",
-       "179                              jrob119   \n",
-       "180  Anthony Nolan HLA Informatics Group   \n",
-       "181  Anthony Nolan HLA Informatics Group   \n",
-       "182  Anthony Nolan HLA Informatics Group   \n",
-       "183                                anhig   \n",
-       "184                                anhig   \n",
-       "185                               GitHub   \n",
-       "186                                anhig   \n",
-       "187                               GitHub   \n",
-       "188                                anhig   \n",
-       "189                               GitHub   \n",
-       "190                                anhig   \n",
-       "191                               GitHub   \n",
-       "192                                anhig   \n",
-       "193                               GitHub   \n",
-       "194                                anhig   \n",
-       "195                                anhig   \n",
-       "196                               GitHub   \n",
-       "197                                anhig   \n",
-       "198                               GitHub   \n",
-       "199                                anhig   \n",
-       "200                               GitHub   \n",
-       "201                               GitHub   \n",
-       "202                               GitHub   \n",
-       "203                                anhig   \n",
-       "204                                anhig   \n",
-       "205                               GitHub   \n",
-       "206                                anhig   \n",
-       "207                               GitHub   \n",
-       "208                                anhig   \n",
-       "209                               GitHub   \n",
-       "210                                anhig   \n",
-       "211                               GitHub   \n",
-       "212                                anhig   \n",
-       "213                               GitHub   \n",
-       "214                                anhig   \n",
-       "215                               GitHub   \n",
-       "216                                anhig   \n",
-       "217                               GitHub   \n",
-       "218                                anhig   \n",
-       "219                               GitHub   \n",
-       "220                                anhig   \n",
-       "221                               GitHub   \n",
-       "222                                anhig   \n",
-       "223                                anhig   \n",
-       "224                               GitHub   \n",
-       "225                                anhig   \n",
-       "226                                anhig   \n",
-       "227                               GitHub   \n",
-       "228                                anhig   \n",
-       "229                               GitHub   \n",
-       "230                                anhig   \n",
-       "231                               GitHub   \n",
-       "232                                anhig   \n",
-       "233                               GitHub   \n",
-       "234                               GitHub   \n",
-       "235                               GitHub   \n",
-       "236                                anhig   \n",
-       "237                               GitHub   \n",
-       "238                                anhig   \n",
-       "239                                anhig   \n",
-       "240                                anhig   \n",
-       "241                                anhig   \n",
-       "242                                anhig   \n",
-       "243                               GitHub   \n",
-       "244                                anhig   \n",
-       "245                               GitHub   \n",
-       "246                               GitHub   \n",
-       "247                               GitHub   \n",
-       "248                               GitHub   \n",
-       "249                                anhig   \n",
-       "250                               GitHub   \n",
-       "251                               GitHub   \n",
-       "252                               GitHub   \n",
-       "253                                anhig   \n",
-       "254                               GitHub   \n",
-       "255                                anhig   \n",
-       "256                               GitHub   \n",
-       "257                                anhig   \n",
-       "258                                anhig   \n",
-       "259                                anhig   \n",
-       "260                                anhig   \n",
-       "261                                anhig   \n",
-       "262                                anhig   \n",
-       "263                                anhig   \n",
-       "264                                anhig   \n",
-       "265                                anhig   \n",
-       "266                                anhig   \n",
-       "267                                anhig   \n",
-       "268                                anhig   \n",
-       "269                                anhig   \n",
-       "270                                anhig   \n",
-       "271                                anhig   \n",
-       "272                                anhig   \n",
-       "273                                anhig   \n",
-       "274                                anhig   \n",
-       "275                                anhig   \n",
-       "276                                anhig   \n",
-       "277                                anhig   \n",
-       "278                                anhig   \n",
-       "279                                anhig   \n",
-       "280                                anhig   \n",
-       "281                                anhig   \n",
-       "282                                anhig   \n",
-       "283                                anhig   \n",
-       "284                                anhig   \n",
-       "285                                anhig   \n",
-       "286                                anhig   \n",
-       "287                                anhig   \n",
-       "288                                anhig   \n",
-       "289                               GitHub   \n",
-       "290                                anhig   \n",
-       "291                               GitHub   \n",
-       "292                                anhig   \n",
-       "293                               GitHub   \n",
-       "294                                anhig   \n",
-       "295                               GitHub   \n",
-       "296                                anhig   \n",
-       "297                                anhig   \n",
-       "298                               GitHub   \n",
-       "299                                anhig   \n",
-       "300                               GitHub   \n",
-       "301                                anhig   \n",
-       "302                               GitHub   \n",
-       "303                                anhig   \n",
-       "304                               GitHub   \n",
-       "305                                anhig   \n",
-       "306                                anhig   \n",
-       "307                                anhig   \n",
-       "308                               GitHub   \n",
-       "309                               GitHub   \n",
-       "310                               GitHub   \n",
-       "311                               GitHub   \n",
-       "312                               GitHub   \n",
-       "313                               GitHub   \n",
-       "314                               GitHub   \n",
-       "315                               GitHub   \n",
-       "316                               GitHub   \n",
-       "317                               GitHub   \n",
-       "318                                anhig   \n",
-       "319                               GitHub   \n",
-       "320                                anhig   \n",
-       "321                                anhig   \n",
-       "322                                anhig   \n",
-       "323                               GitHub   \n",
-       "324                       James Robinson   \n",
-       "325                               GitHub   \n",
-       "326                       James Robinson   \n",
-       "327                               GitHub   \n",
-       "328                       James Robinson   \n",
-       "329                               GitHub   \n",
-       "330                       James Robinson   \n",
-       "331                               GitHub   \n",
-       "332                       James Robinson   \n",
-       "333                               GitHub   \n",
-       "334                       James Robinson   \n",
-       "335                       James Robinson   \n",
-       "336                               GitHub   \n",
-       "337                       James Robinson   \n",
-       "338                               GitHub   \n",
-       "339                               GitHub   \n",
-       "340                               GitHub   \n",
-       "341                               GitHub   \n",
-       "342                               GitHub   \n",
-       "343                               GitHub   \n",
-       "344                               GitHub   \n",
-       "345                       James Robinson   \n",
-       "346                       James Robinson   \n",
-       "347                               GitHub   \n",
-       "348                       James Robinson   \n",
-       "349                       James Robinson   \n",
-       "350                       James Robinson   \n",
-       "351                               GitHub   \n",
-       "352                       James Robinson   \n",
-       "353                       James Robinson   \n",
-       "354                       James Robinson   \n",
-       "355                       James Robinson   \n",
-       "356                       James Robinson   \n",
-       "357                       James Robinson   \n",
-       "358                       James Robinson   \n",
-       "359                       James Robinson   \n",
-       "360                       James Robinson   \n",
-       "361                               GitHub   \n",
-       "362                       James Robinson   \n",
-       "363                               GitHub   \n",
-       "364                       James Robinson   \n",
-       "365                               GitHub   \n",
-       "366                       James Robinson   \n",
-       "367                               GitHub   \n",
-       "368                       James Robinson   \n",
-       "369                       James Robinson   \n",
-       "370                               GitHub   \n",
-       "371                               GitHub   \n",
-       "372                               GitHub   \n",
-       "373                               GitHub   \n",
-       "374                       James Robinson   \n",
-       "375                               GitHub   \n",
-       "376                       James Robinson   \n",
-       "377                               GitHub   \n",
-       "378                       James Robinson   \n",
-       "379                               GitHub   \n",
-       "380                       James Robinson   \n",
-       "381                               GitHub   \n",
-       "382                       James Robinson   \n",
-       "383                               GitHub   \n",
-       "384                               GitHub   \n",
-       "385                       Dominic Barker   \n",
-       "386                               GitHub   \n",
-       "387                       James Robinson   \n",
-       "388                       Dominic Barker   \n",
-       "389                       James Robinson   \n",
-       "390                               GitHub   \n",
-       "391                       James Robinson   \n",
-       "392                       James Robinson   \n",
-       "393                               GitHub   \n",
-       "394                               GitHub   \n",
-       "395                               GitHub   \n",
-       "396                               GitHub   \n",
-       "397                               GitHub   \n",
-       "398                               GitHub   \n",
-       "399                               GitHub   \n",
-       "400                               GitHub   \n",
-       "401                               GitHub   \n",
-       "402                       James Robinson   \n",
-       "403                       James Robinson   \n",
-       "404                               GitHub   \n",
-       "405                               GitHub   \n",
-       "406                       James Robinson   \n",
-       "407                               GitHub   \n",
-       "408                       James Robinson   \n",
-       "409                       James Robinson   \n",
-       "410                               GitHub   \n",
-       "411                       James Robinson   \n",
-       "412                       James Robinson   \n",
-       "413                       James Robinson   \n",
-       "414                       James Robinson   \n",
-       "415                       James Robinson   \n",
-       "416                               GitHub   \n",
-       "417                               GitHub   \n",
-       "418                       James Robinson   \n",
-       "419                               GitHub   \n",
-       "420                               GitHub   \n",
-       "421                       Dominic Barker   \n",
-       "422                               GitHub   \n",
-       "423                       Dominic Barker   \n",
-       "424                               GitHub   \n",
-       "425                       Dominic Barker   \n",
-       "426                               GitHub   \n",
-       "427                       Dominic Barker   \n",
-       "428                               GitHub   \n",
-       "429                       Dominic Barker   \n",
-       "430                               GitHub   \n",
-       "431                       Dominic Barker   \n",
-       "432                               GitHub   \n",
-       "433                               GitHub   \n",
-       "434                       Dominic Barker   \n",
-       "435                               GitHub   \n",
-       "436                       James Robinson   \n",
-       "437                               GitHub   \n",
-       "438                       Dominic Barker   \n",
-       "439                       Dominic Barker   \n",
-       "440                       Dominic Barker   \n",
-       "441                       Dominic Barker   \n",
-       "442                       James Robinson   \n",
-       "443                       James Robinson   \n",
-       "444                       James Robinson   \n",
-       "445                       James Robinson   \n",
-       "446                       James Robinson   \n",
-       "447                       James Robinson   \n",
-       "448                               GitHub   \n",
-       "449                       Dominic Barker   \n",
-       "450                               GitHub   \n",
-       "451                       Dominic Barker   \n",
-       "452                               GitHub   \n",
-       "453                       Dominic Barker   \n",
-       "454                       Dominic Barker   \n",
-       "455                               GitHub   \n",
-       "456                       Dominic Barker   \n",
-       "457                               GitHub   \n",
-       "458                       James Robinson   \n",
-       "459                               GitHub   \n",
-       "460                       James Robinson   \n",
-       "461                       Dominic Barker   \n",
-       "462                       Dominic Barker   \n",
-       "463                               GitHub   \n",
-       "464                       Dominic Barker   \n",
-       "465                               GitHub   \n",
-       "466                       Dominic Barker   \n",
-       "467                               GitHub   \n",
-       "468                       Dominic Barker   \n",
-       "469                               GitHub   \n",
-       "470                               GitHub   \n",
-       "471                               GitHub   \n",
-       "472                               GitHub   \n",
-       "473                       Dominic Barker   \n",
-       "474                       Dominic Barker   \n",
-       "475                               GitHub   \n",
-       "476                       Dominic Barker   \n",
-       "477                       Dominic Barker   \n",
-       "478                               GitHub   \n",
-       "479                       Dominic Barker   \n",
-       "480                               GitHub   \n",
-       "481                       Dominic Barker   \n",
-       "482                       Dominic Barker   \n",
-       "483                               GitHub   \n",
-       "484                       James Robinson   \n",
-       "485                       James Robinson   \n",
-       "486                       James Robinson   \n",
-       "487                      dominicbarkerAN   \n",
-       "488                      dominicbarkerAN   \n",
-       "489                      dominicbarkerAN   \n",
-       "490                      dominicbarkerAN   \n",
-       "491                               GitHub   \n",
-       "492                      dominicbarkerAN   \n",
-       "493                      dominicbarkerAN   \n",
-       "494                               GitHub   \n",
-       "495                      dominicbarkerAN   \n",
-       "496                               GitHub   \n",
-       "497                       James Robinson   \n",
-       "498                               GitHub   \n",
-       "499                      dominicbarkerAN   \n",
-       "500                               GitHub   \n",
-       "501                      dominicbarkerAN   \n",
-       "502                               GitHub   \n",
-       "503                      dominicbarkerAN   \n",
-       "504                               GitHub   \n",
-       "505                      dominicbarkerAN   \n",
-       "506                               GitHub   \n",
-       "507                      dominicbarkerAN   \n",
-       "508                               GitHub   \n",
-       "509                               GitHub   \n",
-       "510                               GitHub   \n",
-       "511                       James Robinson   \n",
-       "512                               GitHub   \n",
-       "513                      dominicbarkerAN   \n",
-       "514                      dominicbarkerAN   \n",
-       "515                      dominicbarkerAN   \n",
-       "516                               GitHub   \n",
-       "517                       James Robinson   \n",
-       "518                       James Robinson   \n",
-       "519                       James Robinson   \n",
-       "520                               GitHub   \n",
-       "521                      dominicbarkerAN   \n",
-       "522                               GitHub   \n",
-       "523                      dominicbarkerAN   \n",
-       "524                               GitHub   \n",
-       "525                      dominicbarkerAN   \n",
-       "526                               GitHub   \n",
-       "527                      dominicbarkerAN   \n",
-       "528                               GitHub   \n",
-       "529                      dominicbarkerAN   \n",
-       "530                               GitHub   \n",
-       "531                      dominicbarkerAN   \n",
-       "532                      dominicbarkerAN   \n",
-       "533                       James Robinson   \n",
-       "534                               GitHub   \n",
-       "535                      dominicbarkerAN   \n",
-       "536                               GitHub   \n",
-       "537                       James Robinson   \n",
-       "538                       James Robinson   \n",
-       "539                       James Robinson   \n",
-       "540                               GitHub   \n",
-       "541                      dominicbarkerAN   \n",
-       "542                               GitHub   \n",
-       "543                      dominicbarkerAN   \n",
-       "544                               GitHub   \n",
-       "545                      dominicbarkerAN   \n",
-       "546                               GitHub   \n",
-       "547                      dominicbarkerAN   \n",
-       "548                               GitHub   \n",
-       "549                       James Robinson   \n",
-       "550                       James Robinson   \n",
-       "551                               GitHub   \n",
-       "552                       James Robinson   \n",
-       "553                               GitHub   \n",
-       "554                       James Robinson   \n",
-       "555                       James Robinson   \n",
-       "556                       James Robinson   \n",
-       "557                       James Robinson   \n",
-       "558                      dominicbarkerAN   \n",
-       "559                               GitHub   \n",
-       "560                       James Robinson   \n",
-       "561                       James Robinson   \n",
-       "562                       James Robinson   \n",
-       "563                       James Robinson   \n",
-       "564                       James Robinson   \n",
-       "565                       James Robinson   \n",
-       "566                       James Robinson   \n",
-       "567                       James Robinson   \n",
-       "568                       James Robinson   \n",
-       "569                       James Robinson   \n",
-       "570                       James Robinson   \n",
-       "571                       James Robinson   \n",
-       "572                       James Robinson   \n",
-       "573                       James Robinson   \n",
-       "574                       James Robinson   \n",
-       "575                       James Robinson   \n",
-       "576                       James Robinson   \n",
-       "577                       James Robinson   \n",
-       "578                       James Robinson   \n",
-       "579                       James Robinson   \n",
-       "580                       James Robinson   \n",
-       "581                       James Robinson   \n",
-       "582                       James Robinson   \n",
-       "583                       James Robinson   \n",
-       "584                       James Robinson   \n",
-       "585                       James Robinson   \n",
-       "586                       James Robinson   \n",
-       "587                       James Robinson   \n",
-       "588                       James Robinson   \n",
-       "589                       James Robinson   \n",
-       "590                       James Robinson   \n",
-       "591                       James Robinson   \n",
-       "592                       James Robinson   \n",
-       "593                               GitHub   \n",
-       "594                      dominicbarkerAN   \n",
-       "595                               GitHub   \n",
-       "596                      dominicbarkerAN   \n",
-       "597                               GitHub   \n",
-       "598                               GitHub   \n",
-       "599                      dominicbarkerAN   \n",
-       "600                      dominicbarkerAN   \n",
-       "601                               GitHub   \n",
-       "602                      dominicbarkerAN   \n",
-       "603                      dominicbarkerAN   \n",
-       "604                      dominicbarkerAN   \n",
-       "605                      dominicbarkerAN   \n",
-       "606                      dominicbarkerAN   \n",
-       "607                      dominicbarkerAN   \n",
-       "608                      dominicbarkerAN   \n",
-       "609                      dominicbarkerAN   \n",
-       "610                      dominicbarkerAN   \n",
-       "611                               GitHub   \n",
-       "612                               GitHub   \n",
-       "613                       James Robinson   \n",
-       "614                               GitHub   \n",
-       "615                             ipdadmin   \n",
-       "616                             ipdadmin   \n",
-       "617                             ipdadmin   \n",
-       "618                             ipdadmin   \n",
-       "619                             ipdadmin   \n",
-       "620                             ipdadmin   \n",
-       "621                               GitHub   \n",
-       "622                      dominicbarkerAN   \n",
-       "623                               GitHub   \n",
-       "624                             ipdadmin   \n",
-       "625                               GitHub   \n",
-       "626                      dominicbarkerAN   \n",
-       "627                               GitHub   \n",
-       "628                      dominicbarkerAN   \n",
-       "629                               GitHub   \n",
-       "630                       Dominic Barker   \n",
-       "631                       Dominic Barker   \n",
-       "632                               GitHub   \n",
-       "633                       James Robinson   \n",
-       "634                       James Robinson   \n",
-       "635                       James Robinson   \n",
-       "636                               GitHub   \n",
-       "637                       James Robinson   \n",
-       "638                               GitHub   \n",
-       "639                       James Robinson   \n",
-       "640                               GitHub   \n",
-       "641                      dominicbarkerAN   \n",
-       "642                               GitHub   \n",
-       "643                               GitHub   \n",
-       "644                               GitHub   \n",
-       "645                      dominicbarkerAN   \n",
-       "646                      dominicbarkerAN   \n",
-       "647                               GitHub   \n",
-       "648                               GitHub   \n",
-       "649                      dominicbarkerAN   \n",
-       "650                      dominicbarkerAN   \n",
-       "651                               GitHub   \n",
-       "652                      dominicbarkerAN   \n",
-       "653                      dominicbarkerAN   \n",
-       "654                      dominicbarkerAN   \n",
-       "655                               GitHub   \n",
-       "656                       Dominic Barker   \n",
-       "657                               GitHub   \n",
-       "658                       Dominic Barker   \n",
-       "659                       Dominic Barker   \n",
-       "660                       Dominic Barker   \n",
-       "661                      dominicbarkerAN   \n",
-       "662                               GitHub   \n",
-       "663                      dominicbarkerAN   \n",
-       "664                      dominicbarkerAN   \n",
-       "665                      dominicbarkerAN   \n",
-       "666                      dominicbarkerAN   \n",
-       "667                       Dominic Barker   \n",
-       "668                               GitHub   \n",
-       "669                      dominicbarkerAN   \n",
-       "670                               GitHub   \n",
-       "671                      dominicbarkerAN   \n",
-       "672                      dominicbarkerAN   \n",
-       "673                               GitHub   \n",
-       "674                       Dominic Barker   \n",
-       "675                               GitHub   \n",
-       "676                       Dominic Barker   \n",
-       "677                      xeniageorgiouAN   \n",
-       "678                               GitHub   \n",
-       "679                       Dominic Barker   \n",
-       "680                               GitHub   \n",
-       "681                               GitHub   \n",
-       "682                               GitHub   \n",
-       "683                               GitHub   \n",
-       "684                               GitHub   \n",
-       "685                               GitHub   \n",
-       "686                               GitHub   \n",
-       "687                               GitHub   \n",
-       "688                               GitHub   \n",
-       "689                               GitHub   \n",
-       "690                               GitHub   \n",
-       "691                               GitHub   \n",
-       "692                               GitHub   \n",
-       "693                               GitHub   \n",
-       "694                               GitHub   \n",
-       "695                               GitHub   \n",
-       "696                               GitHub   \n",
-       "697                               GitHub   \n",
-       "698                               GitHub   \n",
-       "699                               GitHub   \n",
-       "700                               GitHub   \n",
-       "701                       Dominic Barker   \n",
-       "702                       Dominic Barker   \n",
-       "703                               GitHub   \n",
-       "704                      michaelcooperAN   \n",
-       "705                      michaelcooperAN   \n",
-       "706                               GitHub   \n",
-       "707                      xeniageorgiouAN   \n",
-       "708                               GitHub   \n",
-       "709                               GitHub   \n",
-       "710                               GitHub   \n",
-       "711                               GitHub   \n",
-       "712                               GitHub   \n",
-       "713                               GitHub   \n",
-       "714                               GitHub   \n",
-       "715                               GitHub   \n",
-       "716                               GitHub   \n",
-       "717                               GitHub   \n",
-       "718                      xeniageorgiouAN   \n",
-       "719                               GitHub   \n",
-       "720                               GitHub   \n",
-       "721                               GitHub   \n",
-       "722                       Dominic Barker   \n",
-       "723                               GitHub   \n",
-       "724                       Dominic Barker   \n",
-       "725                               GitHub   \n",
-       "726                      michaelcooperAN   \n",
-       "727                               GitHub   \n",
-       "728                       Dominic Barker   \n",
-       "729                               GitHub   \n",
-       "730                       Dominic Barker   \n",
-       "731                               GitHub   \n",
-       "732                       Dominic Barker   \n",
-       "733                               GitHub   \n",
-       "734                      michaelcooperAN   \n",
-       "735                      michaelcooperAN   \n",
-       "736                               GitHub   \n",
-       "737                       Dominic Barker   \n",
-       "738                               GitHub   \n",
-       "\n",
-       "                                commit.committer.email commit.committer.date  \\\n",
-       "0                      james.robinson@anthonynolan.org  2014-09-27T18:57:55Z   \n",
-       "1                      james.robinson@anthonynolan.org  2014-09-27T18:58:59Z   \n",
-       "2                      james.robinson@anthonynolan.org  2014-09-27T19:00:41Z   \n",
-       "3                      james.robinson@anthonynolan.org  2014-09-27T19:00:51Z   \n",
-       "4                      james.robinson@anthonynolan.org  2014-09-27T19:02:35Z   \n",
-       "5                      james.robinson@anthonynolan.org  2014-09-27T19:03:30Z   \n",
-       "6                      james.robinson@anthonynolan.org  2014-09-27T19:10:12Z   \n",
-       "7                      james.robinson@anthonynolan.org  2014-09-27T19:13:24Z   \n",
-       "8                      james.robinson@anthonynolan.org  2014-09-27T19:24:02Z   \n",
-       "9                      james.robinson@anthonynolan.org  2014-09-27T19:25:48Z   \n",
-       "10                     james.robinson@anthonynolan.org  2014-09-27T19:38:32Z   \n",
-       "11                     james.robinson@anthonynolan.org  2014-09-27T19:53:05Z   \n",
-       "12                     james.robinson@anthonynolan.org  2014-09-27T20:33:03Z   \n",
-       "13                     james.robinson@anthonynolan.org  2014-09-27T20:33:43Z   \n",
-       "14                     james.robinson@anthonynolan.org  2014-09-27T20:47:44Z   \n",
-       "15                     james.robinson@anthonynolan.org  2014-09-27T20:48:52Z   \n",
-       "16                     james.robinson@anthonynolan.org  2014-09-27T20:50:18Z   \n",
-       "17                     james.robinson@anthonynolan.org  2014-09-27T20:56:36Z   \n",
-       "18                     james.robinson@anthonynolan.org  2014-09-27T21:02:10Z   \n",
-       "19                     james.robinson@anthonynolan.org  2014-09-27T21:03:12Z   \n",
-       "20                     james.robinson@anthonynolan.org  2014-09-27T21:04:45Z   \n",
-       "21                     james.robinson@anthonynolan.org  2014-09-27T21:07:01Z   \n",
-       "22                     james.robinson@anthonynolan.org  2014-10-07T13:03:28Z   \n",
-       "23                     james.robinson@anthonynolan.org  2014-10-07T15:11:13Z   \n",
-       "24                     james.robinson@anthonynolan.org  2014-10-10T08:11:43Z   \n",
-       "25                     james.robinson@anthonynolan.org  2014-10-10T08:28:16Z   \n",
-       "26                     james.robinson@anthonynolan.org  2014-10-10T08:38:01Z   \n",
-       "27                     james.robinson@anthonynolan.org  2014-10-10T11:35:52Z   \n",
-       "28                     james.robinson@anthonynolan.org  2014-10-10T12:50:43Z   \n",
-       "29                     james.robinson@anthonynolan.org  2014-10-10T12:57:20Z   \n",
-       "30                     james.robinson@anthonynolan.org  2014-10-13T08:56:00Z   \n",
-       "31                     james.robinson@anthonynolan.org  2014-10-13T08:57:07Z   \n",
-       "32                     james.robinson@anthonynolan.org  2014-10-16T11:06:40Z   \n",
-       "33                     james.robinson@anthonynolan.org  2014-10-16T11:08:12Z   \n",
-       "34                     james.robinson@anthonynolan.org  2014-11-20T12:25:29Z   \n",
-       "35                     james.robinson@anthonynolan.org  2014-11-20T12:26:50Z   \n",
-       "36                     james.robinson@anthonynolan.org  2014-11-20T12:51:26Z   \n",
-       "37                     james.robinson@anthonynolan.org  2014-11-20T12:52:19Z   \n",
-       "38                     james.robinson@anthonynolan.org  2014-11-20T15:56:14Z   \n",
-       "39                     james.robinson@anthonynolan.org  2014-11-20T15:56:43Z   \n",
-       "40                     james.robinson@anthonynolan.org  2014-11-21T10:03:45Z   \n",
-       "41                     james.robinson@anthonynolan.org  2014-11-21T10:04:14Z   \n",
-       "42                     james.robinson@anthonynolan.org  2014-11-27T15:52:04Z   \n",
-       "43                     james.robinson@anthonynolan.org  2014-11-27T15:52:46Z   \n",
-       "44                     james.robinson@anthonynolan.org  2014-12-11T11:30:23Z   \n",
-       "45                     james.robinson@anthonynolan.org  2015-01-17T12:04:07Z   \n",
-       "46                     james.robinson@anthonynolan.org  2015-01-19T10:28:09Z   \n",
-       "47                     james.robinson@anthonynolan.org  2015-01-19T11:57:41Z   \n",
-       "48                     james.robinson@anthonynolan.org  2015-01-19T11:58:44Z   \n",
-       "49                     james.robinson@anthonynolan.org  2015-01-19T12:11:47Z   \n",
-       "50                     james.robinson@anthonynolan.org  2015-01-19T12:15:23Z   \n",
-       "51                     james.robinson@anthonynolan.org  2015-01-22T09:56:07Z   \n",
-       "52                     james.robinson@anthonynolan.org  2015-01-22T09:56:54Z   \n",
-       "53                     james.robinson@anthonynolan.org  2015-01-27T10:21:58Z   \n",
-       "54                     james.robinson@anthonynolan.org  2015-01-27T10:22:26Z   \n",
-       "55                     james.robinson@anthonynolan.org  2015-01-29T14:02:30Z   \n",
-       "56                     james.robinson@anthonynolan.org  2015-01-29T14:04:42Z   \n",
-       "57                     james.robinson@anthonynolan.org  2015-02-12T14:49:21Z   \n",
-       "58                     james.robinson@anthonynolan.org  2015-02-12T14:51:10Z   \n",
-       "59                     james.robinson@anthonynolan.org  2015-02-26T10:08:05Z   \n",
-       "60                     james.robinson@anthonynolan.org  2015-02-26T10:09:36Z   \n",
-       "61                     james.robinson@anthonynolan.org  2015-04-16T09:05:11Z   \n",
-       "62                     james.robinson@anthonynolan.org  2015-04-16T09:08:02Z   \n",
-       "63                     james.robinson@anthonynolan.org  2015-04-16T09:55:20Z   \n",
-       "64                     james.robinson@anthonynolan.org  2015-04-16T09:56:18Z   \n",
-       "65                     james.robinson@anthonynolan.org  2015-04-16T10:24:54Z   \n",
-       "66                     james.robinson@anthonynolan.org  2015-04-16T10:25:29Z   \n",
-       "67                     james.robinson@anthonynolan.org  2015-04-16T10:27:11Z   \n",
-       "68                     james.robinson@anthonynolan.org  2015-04-16T10:27:23Z   \n",
-       "69                     james.robinson@anthonynolan.org  2015-04-16T11:36:35Z   \n",
-       "70                     james.robinson@anthonynolan.org  2015-04-16T11:38:04Z   \n",
-       "71                     james.robinson@anthonynolan.org  2015-04-17T08:26:00Z   \n",
-       "72                     james.robinson@anthonynolan.org  2015-04-17T08:26:23Z   \n",
-       "73                     james.robinson@anthonynolan.org  2015-04-23T08:59:20Z   \n",
-       "74                     james.robinson@anthonynolan.org  2015-04-23T08:59:43Z   \n",
-       "75                     james.robinson@anthonynolan.org  2015-06-01T11:53:33Z   \n",
-       "76                     james.robinson@anthonynolan.org  2015-06-01T11:56:10Z   \n",
-       "77                     james.robinson@anthonynolan.org  2015-06-12T10:59:57Z   \n",
-       "78                     james.robinson@anthonynolan.org  2015-06-12T11:00:29Z   \n",
-       "79                     james.robinson@anthonynolan.org  2015-06-12T11:04:23Z   \n",
-       "80                     james.robinson@anthonynolan.org  2015-06-12T11:07:15Z   \n",
-       "81                     james.robinson@anthonynolan.org  2015-06-12T11:10:18Z   \n",
-       "82                     james.robinson@anthonynolan.org  2015-06-12T11:19:14Z   \n",
-       "83                     james.robinson@anthonynolan.org  2015-06-12T11:19:32Z   \n",
-       "84                     james.robinson@anthonynolan.org  2015-06-12T11:21:41Z   \n",
-       "85                     james.robinson@anthonynolan.org  2015-06-12T11:23:58Z   \n",
-       "86                     james.robinson@anthonynolan.org  2015-06-12T11:26:08Z   \n",
-       "87                     james.robinson@anthonynolan.org  2015-06-12T11:30:02Z   \n",
-       "88                     james.robinson@anthonynolan.org  2015-06-12T11:32:37Z   \n",
-       "89                     james.robinson@anthonynolan.org  2015-06-12T11:34:20Z   \n",
-       "90                     james.robinson@anthonynolan.org  2015-06-12T11:34:36Z   \n",
-       "91                     james.robinson@anthonynolan.org  2015-06-12T11:36:31Z   \n",
-       "92                     james.robinson@anthonynolan.org  2015-06-12T11:37:52Z   \n",
-       "93                     james.robinson@anthonynolan.org  2015-06-12T11:40:16Z   \n",
-       "94                     james.robinson@anthonynolan.org  2015-06-12T11:41:10Z   \n",
-       "95                     james.robinson@anthonynolan.org  2015-06-12T11:43:24Z   \n",
-       "96                     james.robinson@anthonynolan.org  2015-06-12T11:44:23Z   \n",
-       "97                     james.robinson@anthonynolan.org  2015-06-12T11:46:17Z   \n",
-       "98                     james.robinson@anthonynolan.org  2015-06-12T11:47:46Z   \n",
-       "99                     james.robinson@anthonynolan.org  2015-06-12T11:49:48Z   \n",
-       "100                    james.robinson@anthonynolan.org  2015-06-12T11:50:38Z   \n",
-       "101                    james.robinson@anthonynolan.org  2015-06-12T11:53:42Z   \n",
-       "102                    james.robinson@anthonynolan.org  2015-06-12T11:54:26Z   \n",
-       "103                    james.robinson@anthonynolan.org  2015-06-12T11:56:43Z   \n",
-       "104                    james.robinson@anthonynolan.org  2015-06-12T11:58:47Z   \n",
-       "105                    james.robinson@anthonynolan.org  2015-07-07T12:28:19Z   \n",
-       "106                    james.robinson@anthonynolan.org  2015-07-07T12:41:38Z   \n",
-       "107                    james.robinson@anthonynolan.org  2015-07-07T12:47:36Z   \n",
-       "108                    james.robinson@anthonynolan.org  2015-07-07T13:54:54Z   \n",
-       "109                    james.robinson@anthonynolan.org  2015-07-07T13:54:54Z   \n",
-       "110                    james.robinson@anthonynolan.org  2015-07-07T13:57:07Z   \n",
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-       "348                    james.robinson@anthonynolan.org  2018-04-20T14:28:27Z   \n",
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-       "385                  dominicbarker@Dominics-iMac.local  2018-10-18T15:05:10Z   \n",
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-       "422                                 noreply@github.com  2019-04-18T08:33:01Z   \n",
-       "423                    dominic.barker@anthonynolan.org  2019-04-18T09:09:56Z   \n",
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-       "425                    dominic.barker@anthonynolan.org  2019-04-23T09:32:15Z   \n",
-       "426                                 noreply@github.com  2019-04-23T09:33:22Z   \n",
-       "427                    dominic.barker@anthonynolan.org  2019-05-13T12:51:25Z   \n",
-       "428                                 noreply@github.com  2019-05-13T12:52:43Z   \n",
-       "429                    dominic.barker@anthonynolan.org  2019-06-06T15:14:20Z   \n",
-       "430                                 noreply@github.com  2019-06-06T15:15:05Z   \n",
-       "431                    dominic.barker@anthonynolan.org  2019-07-04T13:13:35Z   \n",
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-       "437                                 noreply@github.com  2019-07-22T14:55:12Z   \n",
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-       "448                                 noreply@github.com  2019-10-04T14:30:56Z   \n",
-       "449                    dominic.barker@anthonynolan.org  2019-10-17T10:45:14Z   \n",
-       "450                                 noreply@github.com  2019-10-17T10:47:54Z   \n",
-       "451                    dominic.barker@anthonynolan.org  2019-10-17T15:12:58Z   \n",
-       "452                                 noreply@github.com  2019-10-17T15:14:13Z   \n",
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-       "455                                 noreply@github.com  2019-10-18T10:21:54Z   \n",
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-       "458                    james.robinson@anthonynolan.org  2019-11-05T14:32:38Z   \n",
-       "459                                 noreply@github.com  2019-11-05T14:33:40Z   \n",
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-       "463                                 noreply@github.com  2019-11-18T10:52:18Z   \n",
-       "464                    dominic.barker@anthonynolan.org  2020-01-20T12:59:01Z   \n",
-       "465                                 noreply@github.com  2020-01-20T14:09:42Z   \n",
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-       "467                                 noreply@github.com  2020-01-22T10:41:13Z   \n",
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-       "531                     dominicbarker@anthonynolan.org  2020-11-13T14:39:57Z   \n",
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-       "534                                 noreply@github.com  2020-12-09T10:59:31Z   \n",
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-       "559                                 noreply@github.com  2021-02-17T15:20:04Z   \n",
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-       "1                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Initial Release and Commit   \n",
-       "2                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Updates to Licence   \n",
-       "3                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Update to Licence file   \n",
-       "4                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Updates to README files   \n",
-       "5                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Updates to License file   \n",
-       "6                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Initial Release and Commit   \n",
-       "7                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Merge pull request #1 from jrob119/3170\\n\\nInitial Release and Commit   \n",
-       "8                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Restructuring to subdirectories   \n",
-       "9                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Merge pull request #2 from jrob119/Latest\\n\\nRestructuring   \n",
-       "10                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Merge pull request #3 from jrob119/3170\\n\\nMerge pull request #2 from jrob119/Latest   \n",
-       "11                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Merge pull request #4 from jrob119/Latest\\n\\nMerge pull request #3 from jrob119/3170   \n",
-       "12                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Removed md5 file   \n",
-       "13                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Merge pull request #5 from jrob119/3170\\n\\nMerge pull request #4 from jrob119/Latest   \n",
-       "14                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Renaming   \n",
-       "15                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Merge pull request #6 from jrob119/Latest\\n\\nRenaming   \n",
-       "16                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Merge pull request #7 from jrob119/3170\\n\\n3170   \n",
-       "17                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Adding XML files   \n",
-       "18                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Added XML Files   \n",
-       "19                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Merge pull request #8 from jrob119/3170\\n\\n3170   \n",
-       "20                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Added Allele lists to Latest Directory   \n",
-       "21                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Renaming subdirectory   \n",
-       "22                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Release 3.18.0   \n",
-       "23                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Release 3.18.0   \n",
-       "24                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Release 3.18.0   \n",
-       "25                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Merge branch '3180' into Latest   \n",
-       "26                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Release 3.18.0   \n",
-       "27                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Release 3.18.0   \n",
-       "28                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Release 3.18.0   \n",
-       "29                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Releas 3.18.0   \n",
-       "30                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Release 3.18.0   \n",
-       "31                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Release 3.18.0   \n",
-       "32                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Correction to C*08:89 Exon 2 coordinates   \n",
-       "33                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Correction to C*08:89 Exon 2 coordinates   \n",
-       "34                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Correction to mark up A*24:252N deletion   \n",
-       "35                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Correction to mark up of A*24:252N deletion   \n",
-       "36                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     hugogenename added to XSD   \n",
-       "37                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     hugogenename added to XSD   \n",
-       "38                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Updating zip file with A*24:252N corrections to text alignments   \n",
-       "39                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Updating zip file with A*24:252N corrections to text alignments   \n",
-       "40                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Updating zip file with A*24:252N corrections to text alignments   \n",
-       "41                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Updating zip file with A*24:252N corrections to text alignments   \n",
-       "42                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Inclusion of single allele G groups   \n",
-       "43                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Inclusion of single allele G groups   \n",
-       "44                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Addition of CWD element   \n",
-       "45                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Release 3.19.0\\n\\nUpdates for Release 3.19.0 of the IMGT/HLA Database   \n",
-       "46                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Merge pull request #11 from jrob119/3.19.0\\n\\nRelease 3.19.0   \n",
-       "47                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Release 3.19.0   \n",
-       "48                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Merge pull request #12 from jrob119/3190\\n\\nRelease 3.19.0   \n",
-       "49                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Release 3.19.0   \n",
-       "50                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Merge pull request #13 from jrob119/3190\\n\\nRelease 3.19.0   \n",
-       "51                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Update for Release 3.19.0   \n",
-       "52                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Merge pull request #14 from jrob119/3190\\n\\nUpdate for Release 3.19.0   \n",
-       "53                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Release 3.19.0 Update   \n",
-       "54                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Merge pull request #15 from jrob119/3190\\n\\nRelease 3.19.0 Update   \n",
-       "55                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Release 3.19.0 - XML patch\\n\\nCorrection to encoding of single base pair exons in Class II   \n",
-       "56                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Merge pull request #16 from jrob119/3190\\n\\nRelease 3.19.0 - XML patch   \n",
-       "57                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Correction to length of aberrant splice site   \n",
-       "58                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Merge pull request #17 from jrob119/3190\\n\\nCorrection to length of aberrant splice site   \n",
-       "59                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Merge pull request #18 from jrob119/3190\\n\\nB*15:302N exon 2 and 3 coordinates corrected   \n",
-       "60                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  B*15:302N exon 2 and 3 coordinates corrected   \n",
-       "61                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Release 3.20.0   \n",
-       "62                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Merge pull request #19 from jrob119/3200\\n\\nRelease 3.20.0   \n",
-       "63                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Release 3.20.0   \n",
-       "64                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Merge pull request #20 from jrob119/3200\\n\\nRelease 3.20.0   \n",
-       "65                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Release 3.20.0   \n",
-       "66                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Merge pull request #21 from jrob119/3200\\n\\nRelease 3.20.0   \n",
-       "67                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Delete Alignments Rel_3190.zip   \n",
-       "68                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Delete Alignments Rel_3190.zip   \n",
-       "69                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Release 3.20.0   \n",
-       "70                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #22 from jrob119/3200\\n\\n3200   \n",
-       "71                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Release 3.20.0 Patch\\n\\nInclusion of DRB5*01:15 sequence and formatting issues   \n",
-       "72                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #23 from jrob119/3200\\n\\nRelease 3.20.0 Patch   \n",
-       "73                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Release 3.20.0\\n\\nInclusion of genomic sequences in hla.dat and XML files.   \n",
-       "74                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Merge pull request #24 from jrob119/3200\\n\\nRelease 3.20.0   \n",
-       "75                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Update to information for Release 3.10.0\\n\\nCorrection to information for Release 3.10.0   \n",
-       "76                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Merge pull request #25 from jrob119/3200\\n\\nUpdate to information for Release 3.10.0   \n",
-       "77                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Release 3.0.0 Files\\n\\nFiles for Release 3.0.0   \n",
-       "78                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Release 3.0.0 Files\\n\\nRelease 3.0.0 Files   \n",
-       "79                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Release 3.1.0 Files\\n\\nRelease 3.1.0 Files   \n",
-       "80                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Release 3.2.0 Files\\n\\nRelease 3.2.0 Files   \n",
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-       "105                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Files for IMGT/HLA Release 3.21.0\\n\\nFiles for IMGT/HLA Release 3.21.0   \n",
-       "106  Merge remote-tracking branch 'origin/Latest' into Latest\\n\\nConflicts:\\n\\tAllelelist.txt\\n\\tAllelelist_history.txt\\n\\talignments/A_gen.txt\\n\\talignments/A_nuc.txt\\n\\talignments/A_prot.txt\\n\\talignments/B_gen.txt\\n\\talignments/B_nuc.txt\\n\\talignments/B_prot.txt\\n\\talignments/C_gen.txt\\n\\talignments/C_nuc.txt\\n\\talignments/C_prot.txt\\n\\talignments/ClassI_nuc.txt\\n\\talignments/ClassI_prot.txt\\n\\talignments/DMA_gen.txt\\n\\talignments/DMA_nuc.txt\\n\\talignments/DMA_prot.txt\\n\\talignments/DMB_gen.txt\\n\\talignments/DMB_nuc.txt\\n\\talignments/DMB_prot.txt\\n\\talignments/DOA_gen.txt\\n\\talignments/DOA_nuc.txt\\n\\talignments/DOA_prot.txt\\n\\talignments/DOB_gen.txt\\n\\talignments/DOB_nuc.txt\\n\\talignments/DOB_prot.txt\\n\\talignments/DPA_gen.txt\\n\\talignments/DPA_nuc.txt\\n\\talignments/DPA_prot.txt\\n\\talignments/DPB_gen.txt\\n\\talignments/DPB_nuc.txt\\n\\talignments/DPB_prot.txt\\n\\talignments/DQA_gen.txt\\n\\talignments/DQA_nuc.txt\\n\\talignments/DQA_prot.txt\\n\\talignments/DQB_gen.txt\\n\\talignments/DQB_nuc.txt\\n\\talignments/DQB_prot.txt\\n\\talignments/DRA_gen.txt\\n\\talignments/DRA_nuc.txt\\n\\talignments/DRA_prot.txt\\n\\talignments/DRB3_gen.txt\\n\\talignments/DRB4_gen.txt\\n\\talignments/DRB_gen.txt\\n\\talignments/DRB_nuc.txt\\n\\talignments/DRB_prot.txt\\n\\talignments/E_gen.txt\\n\\talignments/E_nuc.txt\\n\\talignments/E_prot.txt\\n\\talignments/F_gen.txt\\n\\talignments/F_nuc.txt\\n\\talignments/F_prot.txt\\n\\talignments/G_gen.txt\\n\\talignments/G_nuc.txt\\n\\talignments/G_prot.txt\\n\\talignments/H_gen.txt\\n\\talignments/H_nuc.txt\\n\\talignments/J_gen.txt\\n\\talignments/J_nuc.txt\\n\\talignments/K_gen.txt\\n\\talignments/K_nuc.txt\\n\\talignments/L_gen.txt\\n\\talignments/L_nuc.txt\\n\\talignments/MICA_gen.txt\\n\\talignments/MICA_nuc.txt\\n\\talignments/MICA_prot.txt\\n\\talignments/MICB_gen.txt\\n\\talignments/MICB_nuc.txt\\n\\talignments/MICB_prot.txt\\n\\talignments/P_gen.txt\\n\\talignments/TAP1_gen.txt\\n\\talignments/TAP1_nuc.txt\\n\\talignments/TAP1_prot.txt\\n\\talignments/TAP2_gen.txt\\n\\talignments/TAP2_nuc.txt\\n\\talignments/TAP2_prot.txt\\n\\talignments/V_gen.txt\\n\\talignments/V_nuc.txt\\n\\talignments/Y_gen.txt\\n\\talignments/Y_nuc.txt\\n\\tfasta/A_gen.fasta\\n\\tfasta/A_nuc.fasta\\n\\tfasta/A_prot.fasta\\n\\tfasta/B_gen.fasta\\n\\tfasta/B_nuc.fasta\\n\\tfasta/B_prot.fasta\\n\\tfasta/C_gen.fasta\\n\\tfasta/C_nuc.fasta\\n\\tfasta/C_prot.fasta\\n\\tfasta/DPB1_nuc.fasta\\n\\tfasta/DPB1_prot.fasta\\n\\tfasta/DQB1_nuc.fasta\\n\\tfasta/DQB1_prot.fasta\\n\\tfasta/DRB1_nuc.fasta\\n\\tfasta/DRB1_prot.fasta\\n\\tfasta/DRB345_prot.fasta\\n\\tfasta/DRB_nuc.fasta\\n\\tfasta/DRB_prot.fasta\\n\\tfasta/MICA_prot.fasta\\n\\tfasta/hla_nuc.fasta\\n\\tfasta/hla_prot.fasta\\n\\thla.dat\\n\\thla_nuc.fasta\\n\\thla_prot.fasta\\n\\tmsf/A_gen.msf\\n\\tmsf/A_nuc.msf\\n\\tmsf/A_prot.msf\\n\\tmsf/B_gen.msf\\n\\tmsf/B_nuc.msf\\n\\tmsf/B_prot.msf\\n\\tmsf/C_gen.msf\\n\\tmsf/C_nuc.msf\\n\\tmsf/C_prot.msf\\n\\tmsf/DMA_gen.msf\\n\\tmsf/DMA_nuc.msf\\n\\tmsf/DMA_prot.msf\\n\\tmsf/DMB_gen.msf\\n\\tmsf/DMB_nuc.msf\\n\\tmsf/DMB_prot.msf\\n\\tmsf/DOA_gen.msf\\n\\tmsf/DOA_nuc.msf\\n\\tmsf/DOA_prot.msf\\n\\tmsf/DOB_gen.msf\\n\\tmsf/DOB_nuc.msf\\n\\tmsf/DOB_prot.msf\\n\\tmsf/DPA1_nuc.msf\\n\\tmsf/DPA1_prot.msf\\n\\tmsf/DPA_gen.msf\\n\\tmsf/DPB1_nuc.msf\\n\\tmsf/DPB1_prot.msf\\n\\tmsf/DPB_gen.msf\\n\\tmsf/DQA1_nuc.msf\\n\\tmsf/DQA1_prot.msf\\n\\tmsf/DQA_gen.msf\\n\\tmsf/DQB1_nuc.msf\\n\\tmsf/DQB1_prot.msf\\n\\tmsf/DQB_gen.msf\\n\\tmsf/DRA_gen.msf\\n\\tmsf/DRA_nuc.msf\\n\\tmsf/DRA_prot.msf\\n\\tmsf/DRB1_gen.msf\\n\\tmsf/DRB1_nuc.msf\\n\\tmsf/DRB1_prot.msf\\n\\tmsf/DRB345_nuc.msf\\n\\tmsf/DRB345_prot.msf\\n\\tmsf/DRB3_gen.msf\\n\\tmsf/DRB4_gen.msf\\n\\tmsf/DRB5_gen.msf\\n\\tmsf/DRB_nuc.msf\\n\\tmsf/DRB_prot.msf\\n\\tmsf/E_gen.msf\\n\\tmsf/E_nuc.msf\\n\\tmsf/E_prot.msf\\n\\tmsf/F_gen.msf\\n\\tmsf/F_nuc.msf\\n\\tmsf/F_prot.msf\\n\\tmsf/G_gen.msf\\n\\tmsf/G_nuc.msf\\n\\tmsf/G_prot.msf\\n\\tmsf/H_gen.msf\\n\\tmsf/H_nuc.msf\\n\\tmsf/J_gen.msf\\n\\tmsf/J_nuc.msf\\n\\tmsf/K_gen.msf\\n\\tmsf/K_nuc.msf\\n\\tmsf/L_gen.msf\\n\\tmsf/L_nuc.msf\\n\\tmsf/MICA_gen.msf\\n\\tmsf/MICA_nuc.msf\\n\\tmsf/MICA_prot.msf\\n\\tmsf/MICB_gen.msf\\n\\tmsf/MICB_nuc.msf\\n\\tmsf/MICB_prot.msf\\n\\tmsf/P_gen.msf\\n\\tmsf/TAP1_gen.msf\\n\\tmsf/TAP1_nuc.msf\\n\\tmsf/TAP1_prot.msf\\n\\tmsf/TAP2_gen.msf\\n\\tmsf/TAP2_nuc.msf\\n\\tmsf/TAP2_prot.msf\\n\\tmsf/V_gen.msf\\n\\tmsf/V_nuc.msf\\n\\tpir/A_gen.pir\\n\\tpir/A_nuc.pir\\n\\tpir/A_prot.pir\\n\\tpir/B_gen.pir\\n\\tpir/B_nuc.pir\\n\\tpir/B_prot.pir\\n\\tpir/C_gen.pir\\n\\tpir/C_nuc.pir\\n\\tpir/C_prot.pir\\n\\tpir/DPA1_nuc.pir\\n\\tpir/DPA1_prot.pir\\n\\tpir/DPB1_nuc.pir\\n\\tpir/DPB1_prot.pir\\n\\tpir/DQA1_nuc.pir\\n\\tpir/DQA1_prot.pir\\n\\tpir/DQB1_nuc.pir\\n\\tpir/DQB1_prot.pir\\n\\tpir/DQB_gen.pir\\n\\tpir/DRB1_nuc.pir\\n\\tpir/DRB1_prot.pir\\n\\tpir/DRB345_nuc.pir\\n\\tpir/DRB345_prot.pir\\n\\tpir/DRB_nuc.pir\\n\\tpir/DRB_prot.pir\\n\\tpir/E_gen.pir\\n\\tpir/E_nuc.pir\\n\\tpir/E_prot.pir\\n\\tpir/MICA_nuc.pir\\n\\tpir/MICA_prot.pir\\n\\tpir/MICB_nuc.pir\\n\\tpir/MICB_prot.pir\\n\\txml/hla.xml.zip\\n\\txml/hla_ambigs.xml.zip   \n",
-       "107                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Files for IMGT/HLA Release 3.21.0\\n\\nFiles for IMGT/HLA Release 3.21.0   \n",
-       "108                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Files for IMGT/HLA Release 3.21.0\\n\\nFiles for IMGT/HLA Release 3.21.0   \n",
-       "109                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Revert \"Files for IMGT/HLA Release 3.21.0\"\\n\\nThis reverts commit e323af41423a8925cdafccb743c5dcff83e644d8.   \n",
-       "110                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Release 3.21.0\\n\\nFiles for Release IMGT/HLA 3.21.0   \n",
-       "111                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Merge pull request #28 from jrob119/3210\\n\\n3210   \n",
-       "112                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Files for Release 3.21.0   \n",
-       "113                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Merge pull request #29 from jrob119/3210\\n\\nFiles for Release 3.21.0   \n",
-       "114                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Update for Release 3.21.1\\n\\nThe alleles DPB1*136:01 and DPB1*440:01 contained intronic sequence at\\nthe end of the CDS sequence.   \n",
-       "115                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Merge pull request #30 from jrob119/3210\\n\\nUpdate for Release 3.21.1   \n",
-       "116                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Update for Release 3.21.1\\n\\nUpdate for Release 3.21.1   \n",
-       "117                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Merge pull request #31 from jrob119/3210\\n\\nUpdate for Release 3.21.1   \n",
-       "118                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Update for 3.21.0\\n\\nIncludes B*40:155:01G group and single allele group DRB1*11:11:01G   \n",
-       "119                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Merge pull request #32 from jrob119/3210\\n\\nUpdate for 3.21.0   \n",
-       "120                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Release 3.22.0\\n\\nFiles for Release 3.22.0 of IPD-IMGT/HLA   \n",
-       "121                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Merge pull request #33 from jrob119/3220\\n\\nRelease 3.22.0   \n",
-       "122                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Release 3.22.0   \n",
-       "123                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Merge pull request #34 from jrob119/3220\\n\\nRelease 3.22.0   \n",
-       "124                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Release 3.22.0\\n\\nHFE sequences removed from HLA-H files   \n",
-       "125                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Merge pull request #35 from jrob119/3220\\n\\nRelease 3.22.0   \n",
-       "126                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Release 3.22.0\\n\\nFix to include DRB5 genomic sequences   \n",
-       "127                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Merge pull request #36 from jrob119/3220\\n\\nRelease 3.22.0   \n",
-       "128                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Release 3.22.0\\n\\nFix to include the DRB5 genomic sequences and corrected coordinates for\\nB*07:251N and DRB1*14:166N   \n",
-       "129                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Merge pull request #37 from jrob119/3220\\n\\nRelease 3.22.0   \n",
-       "130                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   HLA-H Sequence Correction\\n\\nCorrection to sequence of HLA-H alleles. The sequence section contained\\npart of a file path.   \n",
-       "131                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Merge pull request #38 from jrob119/3220\\n\\nHLA-H Sequence Correction   \n",
-       "132                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Release 3.23.0\\n\\nFiles for Release 3.23.0 of the IPD-IMGT/HLA Database   \n",
-       "133                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Release 3.23.0\\n\\nFiles for Release 3.23.0 of the IPD-IMGT/HLA Database   \n",
-       "134                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Merge pull request #39 from jrob119/3230\\n\\n3230   \n",
-       "135                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Release 3.23.0\\n\\nFiles for Release 3.23.0 of the IPD-IMGT/HLA Database   \n",
-       "136                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Merge pull request #40 from jrob119/3230\\n\\nRelease 3.23.0   \n",
-       "137                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Release 3.23.0\\n\\nUpdate to README and removal of duplicate DRB3,4,5 sequences in XML\\nformatted file.   \n",
-       "138                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Merge pull request #41 from jrob119/3230\\n\\nRelease 3.23.0   \n",
-       "139                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Release 3.23.0 Update\\n\\nAddition of data for some HLA-F alleles.   \n",
-       "140                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge pull request #42 from jrob119/3230\\n\\nRelease 3.23.0 Update   \n",
-       "141                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Release 3.23.0\\n\\nUpdate to hla.dat file to include DRB1 genomic sequences.   \n",
-       "142                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Merge pull request #43 from jrob119/3230\\n\\nRelease 3.23.0   \n",
-       "143                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Release 3.23.0\\n\\nUpdate to include missing DRB genomic sequences   \n",
-       "144                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Release 3.23.0\\n\\nUpdate to include missing DRB genomic sequences   \n",
-       "145                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Merge pull request #45 from jrob119/3230\\n\\n3230   \n",
-       "146                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Release 3.23.0 HL7 Update\\n\\nISO Standardised HL7 OIDs added   \n",
-       "147                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Merge pull request #46 from jrob119/3230\\n\\nRelease 3.23.0 HL7 Update   \n",
-       "148                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
-       "149                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
-       "150                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
-       "151                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
-       "152                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
-       "153                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Merge pull request #47 from jrob119/3230\\n\\n3230   \n",
-       "154                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Release 3.23.0 Update\\n\\nMissing Group IDs added and single allele G Groups i.e. A*24:02:34\\nincluded in to file.   \n",
-       "155                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge pull request #48 from jrob119/3230\\n\\nRelease 3.23.0 Update   \n",
-       "156                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Release 3.24.0 Update\\n\\nFiles for Release 3.24.0 of the IPD-IMGT/HLA Database   \n",
-       "157                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Merge pull request #49 from jrob119/Latest\\n\\nRelease 3.24.0   \n",
-       "158                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Merge pull request #51 from jrob119/3240\\n\\nRelease 3.24.0   \n",
-       "159                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Release 3.24.0\\n\\nFiles for Release 3.24.0 of the IPD-IMGT/HLA Database   \n",
-       "160                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Merge pull request #52 from jrob119/3240\\n\\nRelease 3.24.0   \n",
-       "161                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Release 3.24.0 Update\\n\\nAmendments to wmda/hla_nom.txt file, the ’Deleted Antigen/Allele\\nIdentical to’ column for Cw1401\\nand DRB112031 was updated   \n",
-       "162                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge pull request #53 from jrob119/3240\\n\\nRelease 3.24.0 Update   \n",
-       "163                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Release 3.24.0 Update\\n\\nRemoval of duplicate DRB345 entries from hla.xml file   \n",
-       "164                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge pull request #54 from jrob119/3240\\n\\nRelease 3.24.0 Update   \n",
-       "165                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
-       "166                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Updated 3.24.0 OID Readme   \n",
-       "167                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Merge pull request #56 from jrob119/3240\\n\\nUpdated 3.24.0 OID Readme   \n",
-       "168                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Updated OID README.md   \n",
-       "169                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge pull request #57 from jrob119/3240\\n\\nUpdated OID README.md   \n",
-       "170                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Update to Release 3.24.0\\n\\nThe A*30:89 genomic sequence was erroneously omitted from the release.\\nThe alignment of the C*04:09N sequence has been reviewed and updated.\\nThe nucleotide and protein sequences have not changed.   \n",
-       "171                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Merge pull request #58 from jrob119/3240\\n\\nUpdate to Release 3.24.0   \n",
-       "172                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Release 3.24.0 Update\\n\\nIncomplete transfer of hla.dat file   \n",
-       "173                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge pull request #59 from jrob119/3240\\n\\nRelease 3.24.0 Update   \n",
-       "174                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Release 3.24.0 Update\\n\\nIncomplete transfer of hla.dat file   \n",
-       "175                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge pull request #60 from jrob119/3240\\n\\nRelease 3.24.0 Update   \n",
-       "176                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Release 3.24.0.1 Update\\n\\nVersion Report - 3.24.0.1 (2016-05)\\n\\nThe following changes have been made to release 3.24.0 to correct a\\nnumber of protein sequences, a number of minor errors in displaying the\\nsequences and to include a number of sequences that were accidently\\nomitted.\\n\\nCDS sequences\\n\\nThe C*04:09N deletion was incorrectly displayed.\\nThe CDS sequences were not changed.\\n\\nProtein sequences\\n\\nThe following proteins sequences were incorrectly translated; A*30:78N,\\nA*68:11N, C*03:316N, C*04:09N, DRB5*01:08N.\\nThe following proteins sequences did not have the stop codon displayed;\\nA*01:04N, A*68:18N, DPB1*507:01N.\\n\\nGenomic sequences\\n\\nThe following sequences were omitted; A*02:17:02, A*30:89, B*14:03,\\nB*15:08:01, B*15:30, B*35:04:01, B*35:43:01, B*39:09:01, B*51:08:01,\\nB*58:02:01, C*02:10:01:03,C*07:01:01:05, C*14:02:01:02, E*01:03:04,\\nE*01:06, E*01:08N, E*01:09, E*01:10, DQB1*02:02:01:02.\\n\\nThe displayed sequences of the following alleles have been modified;\\nA*68:18N, C*04:09N, DRB1*01:01:01, DRB1*01:03, DRB1*04:07:01,\\nDRB1*07:01:01:03, DRB1*10:01:01:02, DRB1*11:02:01, DRB1*11:03:01,\\nDRB1*11:01:01:02, DRB1*12:01:01:02, DRB1*12:01:01:03, DRB1*13:01:01:02,\\nDRB1*15:02:01:02, DRB1*16:01:01, DRB1*16:02:01:02.\\n\\nChanges to the hla.dat file\\n\\nAt the request of our users, deleted alleles have been added to the\\nhla.dat file. These are included as an entry with a single ambiguous\\nbase 'x' in the nucleotide sequence. The 'DE' line descibes the allele\\nand the reason for deletion.   \n",
-       "177                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Release 3.24.0.1 Update\\n\\nVersion Report - 3.24.0.1 (2016-05)\\n\\nThe following changes have been made to release 3.24.0 to correct a\\nnumber of protein sequences, a number of minor errors in displaying the\\nsequences and to include a number of sequences that were accidently\\nomitted.\\n\\nCDS sequences\\n\\nThe C*04:09N deletion was incorrectly displayed.\\nThe CDS sequences were not changed.\\n\\nProtein sequences\\n\\nThe following proteins sequences were incorrectly translated; A*30:78N,\\nA*68:11N, C*03:316N, C*04:09N, DRB5*01:08N.\\nThe following proteins sequences did not have the stop codon displayed;\\nA*01:04N, A*68:18N, DPB1*507:01N.\\n\\nGenomic sequences\\n\\nThe following sequences were omitted; A*02:17:02, A*30:89, B*14:03,\\nB*15:08:01, B*15:30, B*35:04:01, B*35:43:01, B*39:09:01, B*51:08:01,\\nB*58:02:01, C*02:10:01:03,C*07:01:01:05, C*14:02:01:02, E*01:03:04,\\nE*01:06, E*01:08N, E*01:09, E*01:10, DQB1*02:02:01:02.\\n\\nThe displayed sequences of the following alleles have been modified;\\nA*68:18N, C*04:09N, DRB1*01:01:01, DRB1*01:03, DRB1*04:07:01,\\nDRB1*07:01:01:03, DRB1*10:01:01:02, DRB1*11:02:01, DRB1*11:03:01,\\nDRB1*11:01:01:02, DRB1*12:01:01:02, DRB1*12:01:01:03, DRB1*13:01:01:02,\\nDRB1*15:02:01:02, DRB1*16:01:01, DRB1*16:02:01:02.\\n\\nChanges to the hla.dat file\\n\\nAt the request of our users, deleted alleles have been added to the\\nhla.dat file. These are included as an entry with a single ambiguous\\nbase 'x' in the nucleotide sequence. The 'DE' line descibes the allele\\nand the reason for deletion.   \n",
-       "178                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Merge pull request #61 from jrob119/3240\\n\\n3240   \n",
-       "179                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Addition of archives and README\\n\\nAddition of archives and README to directory   \n",
-       "180                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Merge pull request #62 from ANHIG/3240\\n\\nAddition of archives and README   \n",
-       "181                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
-       "182                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Create README.md   \n",
-       "183                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.25.0\\n\\nUpdate to Release 3.25.0 of the IPD-IMGT/HLA   \n",
-       "184                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        IPD-IMGT/HLA Release 3.25.0\\n\\nUpdate for IPD-IMGT/HLA Release 3.25.0   \n",
-       "185                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Merge pull request #65 from ANHIG/3250\\n\\n3250   \n",
-       "186                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Release 3.25.0 Update\\n\\nDPB2 sequences were omitted from the concatenated fasta libraries.   \n",
-       "187                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #66 from ANHIG/3250\\n\\nRelease 3.25.0 Update   \n",
-       "188                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Release 3.25.0 Update\\n\\nDPB2 sequences were omitted from the concatenated fasta libraries.   \n",
-       "189                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #67 from ANHIG/3250\\n\\nRelease 3.25.0 Update   \n",
-       "190                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Release 3.25.0 Update\\n\\nInclusion of DPB2 files into zipped archive   \n",
-       "191                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #68 from ANHIG/3250\\n\\nRelease 3.25.0 Update   \n",
-       "192                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              IPD-IMGT/HLA Release 3.25.0 Update\\n\\nUpdate to filenames and zipped alignments   \n",
-       "193                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Merge pull request #69 from ANHIG/3250\\n\\nIPD-IMGT/HLA Release 3.25.0 Update   \n",
-       "194                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Release 3.25.0 Update\\n\\nAddition of DRB1*04:94:02N to deleted alleles file   \n",
-       "195                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Release 3.25.0 Update\\n\\nAddition of missing asterisks to aligned sequences of two HLA-DQB1 and\\none HLA-C sequence.   \n",
-       "196                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Merge pull request #70 from ANHIG/3250\\n\\n3250   \n",
-       "197                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Deleted alleles update\\n\\nUpdate to description of DRB1*08:01:03 deletion   \n",
-       "198                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Merge pull request #71 from ANHIG/3250\\n\\nDeleted alleles update   \n",
-       "199                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         IPD-IMGT/HLA Release 3.26.0\\n\\nFiles for IPD-IMGT/HLA Release 3.26.0   \n",
-       "200                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Merge pull request #72 from ANHIG/3260\\n\\nIPD-IMGT/HLA Release 3.26.0   \n",
-       "201                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Delete .DS_Store   \n",
-       "202                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Delete README   \n",
-       "203                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         IPD-IMGT/HLA Release 3.26.0\\n\\nTSV to CSV formatting   \n",
-       "204                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     IPD-IMGT/HLA Release 3.26.0\\n\\nRemoval of .DS_Store file   \n",
-       "205                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Merge pull request #73 from ANHIG/3260\\n\\nIPD-IMGT/HLA Release 3.26.0   \n",
-       "206                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   IPD-IMGT/HLA Release 3.26.0\\n\\nUpdated md5 checksum values   \n",
-       "207                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Merge pull request #74 from ANHIG/3260\\n\\nIPD-IMGT/HLA Release 3.26.0   \n",
-       "208                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             IPD-IMGT/HLA Release 3.26.0\\n\\nAddition of DPB1 and DPB2 sequences to the fasta, pir and msf\\ndirectories. Removal of a ‘Vertical Tab’ character from the hla.xml\\nfile and removal of Icon and .DS_store files from directories   \n",
-       "209                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Merge pull request #77 from ANHIG/3260\\n\\nIPD-IMGT/HLA Release 3.26.0   \n",
-       "210                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         IPD-IMGT/HLA Release 3.26.0\\n\\nUpdated MD5 checksums   \n",
-       "211                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Merge pull request #78 from ANHIG/3260\\n\\nIPD-IMGT/HLA Release 3.26.0   \n",
-       "212                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               IPD-IMGT/HLA Release 3.26.0\\n\\nUpdate to allele name on line 3016 of A_gen.txt   \n",
-       "213                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Merge pull request #79 from ANHIG/3260\\n\\nIPD-IMGT/HLA Release 3.26.0   \n",
-       "214                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    IPD-IMGT/HLA Release 3.26.0 Update\\n\\nInclusion of gene number in file names  of some class II files for\\nconsistency i.e. DPA1 and not DPA.\\n\\nThree allele entries were missing from the A_gen.txt file but present\\nin other genomic file formats; A*31:01:24, A*32:01:24, A*68:01:24.   \n",
-       "215                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Merge pull request #82 from ANHIG/3260\\n\\nIPD-IMGT/HLA Release 3.26.0 Update   \n",
-       "216                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         IPD-IMGT/HLA Release 3.2.0 XML Update\\n\\nThe accession number of the HLA-DQA1 reference allele was omitted from\\na number of entries   \n",
-       "217                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #83 from ANHIG/3260\\n\\nIPD-IMGT/HLA Release 3.2.0 XML Update   \n",
-       "218                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      IPD-IMGT/HLA Release 3.2.0 XML Update\\n\\nRemoval of non-ascii character   \n",
-       "219                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #84 from ANHIG/3260\\n\\nIPD-IMGT/HLA Release 3.2.0 XML Update   \n",
-       "220                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Release IPD-IMGT/HLA 3.26.0.0.1\\n\\nThe sequence of the B*35:40N was updated to remove an ’N’ in the intron\\n5 sequence, and replace this with a ‘C’   \n",
-       "221                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Merge pull request #85 from ANHIG/3260\\n\\nRelease IPD-IMGT/HLA 3.26.0.1   \n",
-       "222                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             IPD-IMGT/HLA Release 3.26.0.1\\n\\nReinstatement of DPB1 and DPB2 genomic sequences to the hla_gen.fasta\\nfiles, which hold all genomic sequences.   \n",
-       "223                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             IPD-IMGT/HLA Release 3.26.0.1\\n\\nReinstatement of DPB1 and DPB2 genomic sequences to the hla_gen.fasta\\nfiles, which hold all genomic sequences.   \n",
-       "224                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Merge pull request #86 from ANHIG/3260\\n\\nIPD-IMGT/HLA Release 3.26.0.1   \n",
-       "225                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     IPD-IMGT/HLA Release 3.26.0.1\\n\\nE*01:01:01:06 and E*01:01:01:07 correctly added to E*01:01:01G in\\nhla_nomg_g.txt file.   \n",
-       "226                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Release IPD-IMGT/HLA 3.26.0.0.1\\n\\nAddition of A*03:02:12 to Deleted Alleles list.   \n",
-       "227                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Merge pull request #87 from ANHIG/3260\\n\\n3260   \n",
-       "228                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         IPD-IMGT/HLA Release 3.27.0\\n\\nFiles for IPD-IMGT/HLA Release 3.27.0   \n",
-       "229                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Merge pull request #90 from ANHIG/3270\\n\\nIPD-IMGT/HLA Release 3.27.0   \n",
-       "230                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         IPD-IMGT/HLA Release 3.27.0\\n\\nFiles for IPD-IMGT/HLA Release 3.27.0   \n",
-       "231                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Merge pull request #91 from ANHIG/3270\\n\\nIPD-IMGT/HLA Release 3.27.0   \n",
-       "232                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            IPD-IMGT/HLA Release 3.27.0\\n\\nFiles for IPD-IMGT/HLA Release 3.27.0, includes amending lowercase ‘g’\\nt ‘G’ at start of B*15:11:01 gDNA sequence   \n",
-       "233                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Merge pull request #92 from ANHIG/3270\\n\\nIPD-IMGT/HLA Release 3.27.0   \n",
-       "234                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Delete errant Icon file   \n",
-       "235                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Delete Icon   \n",
-       "236                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             IPD-IMGT/HLA Release 3.27.0\\n\\nClass I alignment corrected for HLA-B and HLA-C, which had an extra\\ninsertion compared to HLA-A.   \n",
-       "237                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Merge pull request #97 from ANHIG/3270\\n\\n3270   \n",
-       "238                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           IPD-IMGT/HLA Release 3.27.0\\n\\nCorrection of spelling in README.md   \n",
-       "239                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.27.0\\n\\nUpdates to the HLA-B and HLA-C genomic sequences due to the omission of\\nB*42:02:01:01 and C*12:02:01:01 and truncation of B*39:01:01:03 and\\nB*58:01:01:01.   \n",
-       "240                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       IPD-IMGT/HLA Release 3.27.0\\n\\nAddition of README.md to WMDA directory   \n",
-       "241                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       IPD-IMGT/HLA Release 3.27.0\\n\\nAddition of README.md to WMDA directory   \n",
-       "242                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      IPD-IMGT/HLA Release 3.27.0\\n\\nUpdates to the HLA-B genomic sequences due to the omission of\\nB*35:40N.   \n",
-       "243                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Merge pull request #99 from ANHIG/3270\\n\\n3270   \n",
-       "244                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   IPD-IMGT/HLA Release 3.27.0\\n\\nUpdates to the HLA-C and HLA-DQB1 genomic sequences to address issues\\nwith C*12:02:02 and DQB1*04:02:01:01   \n",
-       "245                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #100 from ANHIG/3270\\n\\nIPD-IMGT/HLA Release 3.27.0   \n",
-       "246                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
-       "247                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Merge pull request #101 from ANHIG/3270\\n\\nUpdate README.md   \n",
-       "248                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.26.0 - XML Patch\\n\\nAdded release number and date to headers of file   \n",
-       "249                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         IPD-IMGT/HLA Release 3.28.0\\n\\nFiles for IPD-IMGT/HLA Release 3.28.0   \n",
-       "250                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #102 from ANHIG/3280\\n\\nIPD-IMGT/HLA Release 3.28.0   \n",
-       "251                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           IPD-IMGT/HLA Release 3.28.0\\n\\nRemoval of DPA1*02:02:01 from DPA1*02:02P group following deletion of DPA1*02:02:01   \n",
-       "252                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #103 from ANHIG/3280\\n\\nIPD-IMGT/HLA Release 3.28.0   \n",
-       "253                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    IPD-IMGT/HLA Release 3.28.0\\n\\nRemoval of A*03:279N from hla_nom_g.txt file, and update of md5\\nchecksums   \n",
-       "254                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #104 from ANHIG/3280\\n\\nIPD-IMGT/HLA Release 3.28.0   \n",
-       "255                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       IPD-IMGT/HLA Release 3.28.0\\n\\nUpdate to the exon coordinates listed in the hla.dat files for\\nB*15:149N and B*15:246N   \n",
-       "256                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #105 from ANHIG/3280\\n\\nIPD-IMGT/HLA Release 3.28.0   \n",
-       "257                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Addition of historical WMDA files\\n\\nAddition of historical WMDA files   \n",
-       "258                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Addition of historical WMDA files\\n\\nAddition of historical WMDA files   \n",
-       "259                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Addition of historical WMDA files\\n\\nAddition of historical WMDA files   \n",
-       "260                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Addition of WMDA files\\n\\nAddition of WMDA files   \n",
-       "261                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Addition of WMDA files\\n\\nAddition of WMDA files   \n",
-       "262                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Addition of historical WMDA files\\n\\nAddition of historical WMDA files   \n",
-       "263                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Addition of WMDA Files\\n\\nAddition of WMDA Files   \n",
-       "264                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Addition of WMDA Files\\n\\nAddition of WMDA Files   \n",
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-       "266                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Addition of WMDA Files\\n\\nAddition of WMDA Files   \n",
-       "267                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Addition of WMDA Files\\n\\nAddition of WMDA Files   \n",
-       "268                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Addition of WMDA Files\\n\\nAddition of WMDA Files   \n",
-       "269                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Addition of WMDA Files\\n\\nAddition of WMDA Files   \n",
-       "270                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Update of WMDA Files\\n\\nUpdate of WMDA Files   \n",
-       "271                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Addition of WMDA Files\\n\\nAddition of WMDA Files   \n",
-       "272                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Addition of WMDA Files\\n\\nAddition of WMDA Files   \n",
-       "273                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Addition of WMDA Files\\n\\nAddition of WMDA Files   \n",
-       "274                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Addition of WMDA Files\\n\\nAddition of WMDA Files   \n",
-       "275                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Update of WMDA Files\\n\\nUpdate of WMDA Files   \n",
-       "276                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Addition of WMDA Files and removal of files from Release 3.25.0\\n\\nThe directory was missing some data from Release 3.2.0 and contained\\nadditional data from Release 3.25.0. The additional files have been\\nremoved.   \n",
-       "277                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Addition of WMDA files\\n\\nAddition of WMDA files   \n",
-       "278                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Addition of WMDA files\\n\\nAddition of WMDA files   \n",
-       "279                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Addition of WMDA files\\n\\nAddition of WMDA files   \n",
-       "280                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Addition of WMDA files\\n\\nAddition of WMDA files   \n",
-       "281                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Addition of WMDA checksum file\\n\\nAddition of WMDA checksum file   \n",
-       "282                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Addition of WMDA checksum file\\n\\nAddition of WMDA checksum file   \n",
-       "283                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Addition of WMDA checksum file and removal of zipped archives\\n\\nAddition of WMDA checksum file and removal of zipped archives   \n",
-       "284                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Addition of WMDA checksum file and removal of zipped archives\\n\\nAddition of WMDA checksum file and removal of zipped archives   \n",
-       "285                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Addition of WMDA checksum file\\n\\nAddition of WMDA checksum file   \n",
-       "286                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         IPD-IMGT/HLA Release 3.29.0\\n\\nFiles for IPD-IMGT/HLA Release 3.29.0   \n",
-       "287                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      IPD-IMGT/HLA Release 3.28.0\\n\\nUpdate to README regarding gen.txt files   \n",
-       "288                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      IPD-IMGT/HLA Release 3.29.0\\n\\nUpdate to README regarding gen.txt files   \n",
-       "289                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #107 from ANHIG/3290\\n\\n3290   \n",
-       "290                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       IPD-IMGT/HLA Release 3.29.0\\n\\nUpdate to hla_nom.txt, hla_nom_g.txt and hola_nom_p.txt   \n",
-       "291                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #108 from ANHIG/3290\\n\\nIPD-IMGT/HLA Release 3.29.0   \n",
-       "292                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         IPD-IMGT/HLA Release 3.29.0\\n\\nDQA1*05:05:01:03 contained commas (,) instead of periods (.) to\\nrepresent indels in the 3’ UTR in the DQA1_gen.txt and hla.dat files   \n",
-       "293                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #109 from ANHIG/3290\\n\\nIPD-IMGT/HLA Release 3.29.0   \n",
-       "294                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         IPD-IMGT/HLA Release 3.29.0\\n\\nUpdate to fix listed sequence length of DQA1*05:05:01:03 in hla.dat and\\nhla.xml and addition of B*40:155:01G to hla_ambigs.xml file.   \n",
-       "295                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #110 from ANHIG/3290\\n\\nIPD-IMGT/HLA Release 3.29.0   \n",
-       "296                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   IPD-IMGT/HLA Release 3.29.0.1\\n\\nThe following changes have been made to the IPD-IMGT/HLA Database since\\nthe release of 3.29.0. There have been no changes to the CDS sequences,\\nwhich would result in allele name changes.\\n\\nThe following sequences: HLA-A*66:28N, HLA-B*59:10N, MICA*015,\\nMICA*017, MICA*068, MICA*083, MICA*084 have had sequence feature\\ncoordinates corrected in the XML and hla.dat files, these changes do\\nnot impact on the sequence, only the markup used in certain files.\\n\\nThe numbering of the genomic alignments of HLA-DQA1 was incorrect and\\nhas been updated in the text and online alignments.\\n\\nThe following changes have been made to the genomic sequences of a\\nnumber of Class II alleles.\\n\\nCommas in the genomic alignment for HLA-DQA1*05:05:01:03 have been\\ncorrected to full stops.\\n\\nThe following HLA-DQB1 and HLA-DRB1 sequences contained a number of\\nerrors in the 3.29.0 release, these sequences have been restored to the\\ncorrect sequence as published in release 3.28.0;\\n\\nDQB1*06:03:21, DQB1*06:03:23, DQB1*06:03:24, DQB1*06:03:25,\\nDQB1*06:03:26, DQB1*06:04:01, DQB1*06:09:01:01, DQB1*06:09:01:02,\\nDQB1*06:111, DQB1*06:117, DQB1*06:125, DRB1*03:01:01:01,\\nDQB1*06:228, DRB1*01:03:01, DRB1*04:01:01:01, DRB1*04:01:01:02,\\nDRB1*07:01:01:03 DRB1*10:01:01:02, DRB1*11:01:01:02, DRB1*11:02:01,\\nDRB1*11:03:01, DRB1*12:01:01:02, DRB1*12:01:01:03, DRB1*13:01:01:02,\\nDRB1*14:02:01, DRB1*15:02:01:02, DRB1*15:03:01:02 DRB1*16:01:01,\\nDRB1*16:02:01:02   \n",
-       "297                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   IPD-IMGT/HLA Release 3.29.0.1\\n\\nThe following changes have been made to the IPD-IMGT/HLA Database since\\nthe release of 3.29.0. There have been no changes to the CDS sequences,\\nwhich would result in allele name changes.\\n\\nThe following sequences: HLA-A*66:28N, HLA-B*59:10N, MICA*015,\\nMICA*017, MICA*068, MICA*083, MICA*084 have had sequence feature\\ncoordinates corrected in the XML and hla.dat files, these changes do\\nnot impact on the sequence, only the markup used in certain files.\\n\\nThe numbering of the genomic alignments of HLA-DQA1 was incorrect and\\nhas been updated in the text and online alignments.\\n\\nThe following changes have been made to the genomic sequences of a\\nnumber of Class II alleles.\\n\\nCommas in the genomic alignment for HLA-DQA1*05:05:01:03 have been\\ncorrected to full stops.\\n\\nThe following HLA-DQB1 and HLA-DRB1 sequences contained a number of\\nerrors in the 3.29.0 release, these sequences have been restored to the\\ncorrect sequence as published in release 3.28.0;\\n\\nDQB1*06:03:21, DQB1*06:03:23, DQB1*06:03:24, DQB1*06:03:25,\\nDQB1*06:03:26, DQB1*06:04:01, DQB1*06:09:01:01, DQB1*06:09:01:02,\\nDQB1*06:111, DQB1*06:117, DQB1*06:125, DRB1*03:01:01:01,\\nDQB1*06:228, DRB1*01:03:01, DRB1*04:01:01:01, DRB1*04:01:01:02,\\nDRB1*07:01:01:03 DRB1*10:01:01:02, DRB1*11:01:01:02, DRB1*11:02:01,\\nDRB1*11:03:01, DRB1*12:01:01:02, DRB1*12:01:01:03, DRB1*13:01:01:02,\\nDRB1*14:02:01, DRB1*15:02:01:02, DRB1*15:03:01:02 DRB1*16:01:01,\\nDRB1*16:02:01:02   \n",
-       "298                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #111 from ANHIG/3290\\n\\n3290   \n",
-       "299                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 IPD-IMGT/HLA Release 3.29.0.1\\n\\nIPD-IMGT/HLA Release 3.29.0.1\\nThe following changes have been made to the IPD-IMGT/HLA Database since\\nthe release of 3.29.0. There have been no changes to the CDS sequences,\\nwhich would result in allele name changes.\\n\\nThe following sequences: HLA-A*66:28N, HLA-B*59:10N, MICA*015,\\nMICA*017, MICA*068, MICA*083, MICA*084 have had sequence feature\\ncoordinates corrected in the XML and hla.dat files, these changes do\\nnot impact on the sequence, only the markup used in certain files.\\n\\nThe numbering of the genomic alignments of HLA-DQA1 was incorrect and\\nhas been updated in the text and online alignments.\\n\\nThe following changes have been made to the genomic sequences of a\\nnumber of Class II alleles.\\n\\nCommas in the genomic alignment for HLA-DQA1*05:05:01:03 have been\\ncorrected to full stops.\\n\\nThe following HLA-DQB1 and HLA-DRB1 sequences contained a number of\\nerrors in the 3.29.0 release, these sequences have been restored to the\\ncorrect sequence as published in release 3.28.0;\\n\\nDQB1*06:03:21, DQB1*06:03:23, DQB1*06:03:24, DQB1*06:03:25,\\nDQB1*06:03:26, DQB1*06:04:01, DQB1*06:09:01:01, DQB1*06:09:01:02,\\nDQB1*06:111, DQB1*06:117, DQB1*06:125, DRB1*03:01:01:01,\\nDRB1*03:01:01:02, DQB1*06:228, DRB1*01:03:01, DRB1*04:01:01:01,\\nDRB1*04:01:01:02,\\nDRB1*07:01:01:03 DRB1*10:01:01:02, DRB1*11:01:01:02, DRB1*11:02:01,\\nDRB1*11:03:01, DRB1*12:01:01:02, DRB1*12:01:01:03, DRB1*13:01:01:02,\\nDRB1*14:02:01, DRB1*15:02:01:02, DRB1*15:03:01:02 DRB1*16:01:01,\\nDRB1*16:02:01:02   \n",
-       "300                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Merge pull request #112 from ANHIG/3290\\n\\nIPD-IMGT/HLA Release 3.29.0.1   \n",
-       "301                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         IPD-IMGT/HLA Release 3.30.0\\n\\nFiles for IPD-IMGT/HLA Release 3.30.0   \n",
-       "302                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #115 from ANHIG/3300\\n\\nIPD-IMGT/HLA Release 3.30.0   \n",
-       "303                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               IPD-IMGT/HLA Release 3.30.0.\\n\\nThe CDS line of the hla.dat file has been updated, in response to\\nreported parser errors. The ‘<‘ has been removed from all entries and\\nthe join condition is only used when at least two blocks of coordinates\\nare listed.   \n",
-       "304                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Merge pull request #119 from ANHIG/3300\\n\\nIPD-IMGT/HLA Release 3.30.0.   \n",
-       "305                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Update to hla.dat\\n\\nAdditional sequence features for HLA-DRB1*14:13 removed.   \n",
-       "306                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              IPD-IMGT/HLA Release 3.30.0\\n\\nRemoval of erroneous pseudo tag on a number of exon 5 sequences.   \n",
-       "307                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge branch 'Latest' into 3300   \n",
-       "308                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
-       "309                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Merge pull request #121 from ANHIG/3300\\n\\nUpdate to README.md   \n",
-       "310                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               HLA.dat Manual\\n\\nA copy of the hla.dat manual   \n",
-       "311                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
-       "312                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
-       "313                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
-       "314                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
-       "315                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
-       "316                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
-       "317                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Merge pull request #122 from ANHIG/3300\\n\\nAddition of Manual.MD to Latest   \n",
-       "318                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               IPD-IMGT/HLA Release 3.30.0\\n\\nUpdates to Allele_status.txt as recently released alleles were not\\nincluded. Addition of manual for hla.dat file and md5checksum.txt\\nupdated.   \n",
-       "319                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #123 from ANHIG/3300\\n\\nIPD-IMGT/HLA Release 3.30.0   \n",
-       "320                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            IPD-IMGT/HLA Release 3.30.0\\n\\nUpdate to Manual.md file details SV entry in ID line, and SV line.   \n",
-       "321                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            IPD-IMGT/HLA Release 3.30.0\\n\\nUpdate to Manual.md file details SV entry in ID line, and SV line.   \n",
-       "322                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          IPD-IMGT/HLA Release 3.30.0 Update\\n\\nUpdates to manual, and date and release number added to hla_ambigs.xml\\nfile.   \n",
-       "323                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #124 from ANHIG/3300\\n\\nIPD-IMGT/HLA Release 3.30.0   \n",
-       "324                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              IPD-IMGT/HLA Release 3.30.0\\n\\nUpdate to Manual.md file details about DT lines.   \n",
-       "325                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #128 from ANHIG/3300\\n\\nIPD-IMGT/HLA Release 3.30.0   \n",
-       "326                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   IPD-IMGT/HLA Release 3.31.0\\n\\nRelease 3.31.0 of the IPD-IMGT/HLA Database   \n",
-       "327                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #129 from ANHIG/3310\\n\\nIPD-IMGT/HLA Release 3.31.0   \n",
-       "328                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   IPD-IMGT/HLA Release 3.31.0\\n\\nRelease 3.31.0 of the IPD-IMGT/HLA Database   \n",
-       "329                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #130 from ANHIG/3310\\n\\nIPD-IMGT/HLA Release 3.31.0   \n",
-       "330                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             IPD-IMGT/HLA Release 3.31.0\\n\\nInclusion of updated hla.dat file   \n",
-       "331                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #131 from ANHIG/3310\\n\\nIPD-IMGT/HLA Release 3.31.0   \n",
-       "332                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      IPD-IMGT/HLA Release 3.31.0\\n\\nUpdate to ClassI_nuc.txt file and assosciated zip archive and checksums.   \n",
-       "333                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #132 from ANHIG/3310\\n\\nIPD-IMGT/HLA Release 3.31.0   \n",
-       "334                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                IPD-IMGT/HLA Release 3.31.0\\n\\nRemoval or erroneous 'pseudo' tag on a number of exon entries.   \n",
-       "335                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      IPD-IMGT/HLA Release 3.31.0  James Robinson committed\\n\\nRemoval or erroneous 'pseudo' tag on a number of exon entries.   \n",
-       "336                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #134 from ANHIG/3310\\n\\n3310   \n",
-       "337                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   IPD-IMGT/HLA Release 3.32.0\\n\\nRelease 3.32.0 of the IPD-IMGT/HLA Database   \n",
-       "338                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #138 from ANHIG/3320\\n\\nIPD-IMGT/HLA Release 3.32.0   \n",
-       "339                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Delete T_prot.fasta\\n\\nRemoved as HLA-T is a pseudogene   \n",
-       "340                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Delete W_prot.fasta\\n\\nRemoved as HLA-W is a pseudogene   \n",
-       "341                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Delete W_prot.pir\\n\\nRemoved as it is a pseudogene   \n",
-       "342                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Delete T_prot.pir\\n\\nRemoved as it is a pseudogene   \n",
-       "343                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Delete W_prot.msf\\n\\nRemoved as it is a pseudogene   \n",
-       "344                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Delete T_prot.msf\\n\\nRemoved as it is a pseudogene   \n",
-       "345                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge branch 'Latest' into 3320   \n",
-       "346                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               IPD-IMGT/HLA Release 3.32.0\\n\\nUpdates to 3.32.0 to remove pseudogene protein files and duplicate\\nentries for TAP1 and TAP2 in the fasta, pir and msf files. Update of\\nDPB1*697:01Q entry in rel_dna_ser.txt   \n",
-       "347                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #139 from ANHIG/3320\\n\\n3320   \n",
-       "348                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 IPD-IMGT/HLA Release 3.32.0\\n\\nC*02:10:01G was listed as C*02:10:01GG in the hla.xml file, addition of\\nHLA-Y to fasta, pir and msf directories, and hla_nuc.fasta and\\nhla_gen.fasta files.   \n",
-       "349                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge branch 'Latest' into 3320   \n",
-       "350                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 IPD-IMGT/HLA Release 3.32.0\\n\\nC*02:10:01G was listed as C*02:10:01GG in the hla.xml file, addition of\\nHLA-Y to fasta, pir and msf directories, and hla_nuc.fasta and\\nhla_gen.fasta files.   \n",
-       "351                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #141 from ANHIG/3320\\n\\n3320   \n",
-       "352                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Update to Release 3.20.0\\n\\nRemoval of single feature join from DRB5 CDS entries in hla.dat   \n",
-       "353                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Update to hla.dat\\n\\nUpdates to hla.dat to remove single feature joins for DRB5 and special\\ncharacters from author names   \n",
-       "354                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Update to hla.dat\\n\\nCorrection of special characters in author names   \n",
-       "355                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Update to hla.dat\\n\\nRemoval of special characters from author names   \n",
-       "356                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Update to hla.dat\\n\\nRemoval of special characters from author names   \n",
-       "357                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Updates to formatting\\n\\nAll historical Allelelist.XXX.txt files have been updated to csv\\nformat, and include the standardised headers   \n",
-       "358                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Updates to formatting\\n\\nAll historical Allelelist.XXX.txt files have been updated to csv\\nformat, and include the standardised headers, and READ.me updated   \n",
-       "359                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Update to IPD-IMGT/HLA Release 3.32.0\\n\\nUpdated prot.msf files to ensure all sequences are the same length with\\nthe MSF file. Updated sequence coordinates for C*07:02:01:17N to\\nreflect splice variant.   \n",
-       "360                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Update to IPD-IMGT/HLA Release 3.32.0\\n\\nUpdates to the C*07:02:01:17N exon coordinates   \n",
-       "361                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #142 from ANHIG/3320\\n\\n3320   \n",
-       "362                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Update to IPD-IMGT/HLA Release 3.32.0\\n\\nAllele IDs added to alignmentreference element attributes for DPB1 and DRB3-5 genes   \n",
-       "363                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Merge pull request #144 from ANHIG/3320\\n\\nUpdate to IPD-IMGT/HLA Release 3.32.0   \n",
-       "364                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Update to IPD-IMGT/HLA Release 3.32.0\\n\\nB_prot.msf was zero bytes in length, and the start of the gDNA was incorrectly labelled Y_gen.txt   \n",
-       "365                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Merge pull request #145 from ANHIG/3320\\n\\nUpdate to IPD-IMGT/HLA Release 3.32.0   \n",
-       "366                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update to IPD-IMGT/HLA Release 3.32.0  James Robinson committed\\n\\nUdpated compressed alignments folder and updated md5 checksum   \n",
-       "367                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Merge pull request #146 from ANHIG/3320\\n\\nUpdate to IPD-IMGT/HLA Release 3.32.0  James Robinson committed   \n",
-       "368                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   IPD-IMGT/HLA Release 3.33.0\\n\\nRelease 3.33.0 of the IPD-IMGT/HLA Database   \n",
-       "369                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   IPD-IMGT/HLA Release 3.33.0\\n\\nRelease 3.33.0 of the IPD-IMGT/HLA Database   \n",
-       "370                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Update change_log.txt   \n",
-       "371                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #148 from ANHIG/3330\\n\\nIPD-IMGT/HLA Release 3.33.0   \n",
-       "372                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Update hla_nom_g.txt   \n",
-       "373                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Update hla_nom_g.txt   \n",
-       "374                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Updated md5 checksum file   \n",
-       "375                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #149 from ANHIG/3330\\n\\n3330   \n",
-       "376                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Update to hla.dat and Class I Text Alignment.   \n",
-       "377                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Merge pull request #152 from ANHIG/3330\\n\\nUpdate to hla.dat and Class I Text Alignment.   \n",
-       "378                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Corrections to hla.xml   \n",
-       "379                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge pull request #157 from ANHIG/3330\\n\\nCorrections to hla.xml   \n",
-       "380                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Blank files replaced\\n\\nA number of MSF files where showing as zero length, these have been updated   \n",
-       "381                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Update Deleted_alleles.txt\\n\\nErroneous comma removed   \n",
-       "382                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              IPD-IMGT/HLA Release 3.34.0\\n\\nRelease of files for IPD-IMGT/HLA Release 3.34.0   \n",
-       "383                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #162 from ANHIG/3340\\n\\nIPD-IMGT/HLA Release 3.34.0   \n",
-       "384                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
-       "385                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Update to DQB1*05:02:01:04 in DQB1_prot.txt   \n",
-       "386                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #164 from ANHIG/3340\\n\\nUpdate to DQB1*05:02:01:04 in DQB1_prot.txt   \n",
-       "387                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Update xml/hla.xml.zip\\n\\nCorrrected sequence status for C*04:180:01, C*15:08   \n",
-       "388                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Updates to protein number for B*13:123Q   \n",
-       "389                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Update md5checksum.txt   \n",
-       "390                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #165 from ANHIG/3340\\n\\n3340   \n",
-       "391                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.35.0   \n",
-       "392                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.35.0   \n",
-       "393                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Delete Alignments_Rel_3340.zip   \n",
-       "394                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
-       "395                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
-       "396                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #167 from ANHIG/3350\\n\\n3350   \n",
-       "397                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
-       "398                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
-       "399                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
-       "400                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Create temp   \n",
-       "401                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Delete temp   \n",
-       "402                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.35.0   \n",
-       "403                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge branch '3350' of https://github.com/ANHIG/IMGTHLA into 3350   \n",
-       "404                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #168 from ANHIG/3350\\n\\n3350   \n",
-       "405                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Correction of C*03:99:02 name change to C*01:15   \n",
-       "406                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Correction to hla_nom.txt   \n",
-       "407                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Delete hla_nom.txt   \n",
-       "408                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge branch '3350' into Latest   \n",
-       "409                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.36.0   \n",
-       "410                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
-       "411                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.36.0   \n",
-       "412                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.36.0   \n",
-       "413                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.36.0   \n",
-       "414                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.36.0   \n",
-       "415                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.36.0   \n",
-       "416                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Delete .gitattributes   \n",
-       "417                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #174 from ANHIG/3360\\n\\n3360   \n",
-       "418                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.36.0   \n",
-       "419                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Delete .gitattributes   \n",
-       "420                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #175 from ANHIG/3360\\n\\n3360   \n",
-       "421                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.36.0   \n",
-       "422                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #176 from ANHIG/3360\\n\\nIPD-IMGT/HLA Release 3.36.0   \n",
-       "423                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Updated protein alignment for MICA*029:02   \n",
-       "424                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Merge pull request #177 from ANHIG/3360\\n\\nUpdated protein alignment for MICA*029:02   \n",
-       "425                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Update to C Genomic alignments   \n",
-       "426                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Merge pull request #178 from ANHIG/3360\\n\\nUpdate to C Genomic alignments   \n",
-       "427                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Updates to hla.xml and hla_nom.txt   \n",
-       "428                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Merge pull request #180 from ANHIG/3360\\n\\nUpdates to hla.xml and hla_nom.txt   \n",
-       "429                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Addition of DRB1*01:02:01:02 to alignments/DRB1_gen.txt   \n",
-       "430                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Merge pull request #181 from ANHIG/3360\\n\\nAddition of DRB1*01:02:01:02 to alignments/DRB1_gen.txt   \n",
-       "431                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.37.0   \n",
-       "432                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Delete Alignments_Rel_3360.zip   \n",
-       "433                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #182 from ANHIG/3370\\n\\n3370   \n",
-       "434                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Upload of hla.dat file for 3.37.0 which did not upload correctly   \n",
-       "435                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Merge pull request #184 from ANHIG/3370\\n\\nUpload of hla.dat file for 3.37.0 which did not upload correctly   \n",
-       "436                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Update to C*07:726:01G Designation\\n\\nUpdate to C*07:726:01G Designation in hla.xml.zip file   \n",
-       "437                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Merge pull request #188 from ANHIG/3370\\n\\nUpdate to C*07:726:01G Designation   \n",
-       "438                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Updates to msf/C_prot.msf   \n",
-       "439                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Revert \"Updates to msf/C_prot.msf\"\\n\\nThis reverts commit 1e5b0f481bd71308be89983e031377b3e7492a0d.   \n",
-       "440                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Revert \"Revert \"Updates to msf/C_prot.msf\"\"\\n\\nThis reverts commit 0d608e028ae5842d2450ab8e977a9cf64b8e7854.   \n",
-       "441                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Updates to msf/C_prot.msf   \n",
-       "442                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Removal of erronenous 0 and pipe in alignment file   \n",
-       "443                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Removal of erroneous 0 and pipe from TAP protein numbering and rezipping archive   \n",
-       "444                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Merge branch '3370' of github.com:ANHIG/IMGTHLA into 3370   \n",
-       "445                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Correcting KW and gene feature lines to remove allele designation from some HLA-DPB1 gene names   \n",
-       "446                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Correcting KW and gene feature lines to remove allele designation from some HLA-DPB1 gene names   \n",
-       "447                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Updating checksums   \n",
-       "448                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Merge pull request #193 from ANHIG/3370\\n\\nCorrection of TAP protein text alignment numbering and HLA-DPB1 KW and gene labels in hla.dat   \n",
-       "449                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.38.0   \n",
-       "450                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #195 from ANHIG/3380\\n\\nIPD-IMGT/HLA Release 3.38.0   \n",
-       "451                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.38.0   \n",
-       "452                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #196 from ANHIG/3380\\n\\nIPD-IMGT/HLA Release 3.38.0   \n",
-       "453                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Update of 3.37.0 ClassI_nuc.txt   \n",
-       "454                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.38.0   \n",
-       "455                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #197 from ANHIG/3380\\n\\nIPD-IMGT/HLA Release 3.38.0   \n",
-       "456                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Removal of tab character from first line of hla.xml and conversion of tabs to spaces in hla_ambigs.xml   \n",
-       "457                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge pull request #199 from ANHIG/3380\\n\\nRemoval of tab character from first line of hla.xml and conversion of…   \n",
-       "458                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Removal of N from G group name for C*07:726:01G   \n",
-       "459                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge pull request #203 from ANHIG/3380\\n\\nRemoval of N from G group name for C*07:726:01G in xml   \n",
-       "460                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Correction of length of C*05:206 and C*05:208N in C_gen.msf file   \n",
-       "461                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Lower case base 't' in gen files for B*07:14 corrected to 'T'   \n",
-       "462                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Lower case base 't' in gen files for B*07:14 corrected to 'T'   \n",
-       "463                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Merge pull request #204 from ANHIG/3380\\n\\nLower case base 't' in gen files for B*07:14 corrected to 'T'   \n",
-       "464                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.39.0   \n",
-       "465                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #207 from ANHIG/3390\\n\\nIPD-IMGT/HLA Release 3.39.0   \n",
-       "466                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Updated alignment for MICA*012:03 to include spacing present in other MICA*012 alleles   \n",
-       "467                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge pull request #208 from ANHIG/3390\\n\\nUpdated alignment for MICA*012:03 to include spacing present in other MICA*012 alleles   \n",
-       "468                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Update to C*12:139Q moving defined serology from \"Unambiguous Serological Antigen associated with allele\" to \"Assumed Serological Antigen associated with allele\"   \n",
-       "469                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #209 from ANHIG/3390\\n\\nUpdate to C*12:139Q moving defined serology   \n",
-       "470                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Update README.md\\n\\nCorrected formatting of lists of fields.   \n",
-       "471                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
-       "472                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
-       "473                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Update to mark up of indels only for B*13:123Q and C*04:09N, nucleotide sequences have not changed   \n",
-       "474                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Merge branch '3390' of github.com:ANHIG/IMGTHLA into 3390   \n",
-       "475                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #210 from ANHIG/3390\\n\\n3390   \n",
-       "476                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Updated Alignments_Rel_3390.zip and md5 checksums following previous commits   \n",
-       "477                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Correction to DQA1*01:07P group name in hla.xml   \n",
-       "478                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #212 from ANHIG/3390\\n\\n3390   \n",
-       "479                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Removal of HLA- prefix for MICA/MICB alleles in hla.xml   \n",
-       "480                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Merge pull request #213 from ANHIG/3390\\n\\nRemoval of HLA- prefix for MICA/MICB alleles in hla.xml   \n",
-       "481                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Removal of invalid character for DPB1*1087:01 entry in rel_dna_ser.txt   \n",
-       "482                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Removal of invalid character for DPB1*1087:01 entry in rel_dna_ser.txt   \n",
-       "483                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #214 from ANHIG/3390\\n\\n3390   \n",
-       "484                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Updated C*07:226 enry in deleted alleles list   \n",
-       "485                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          IPD-IMGT/HLA Release 3.40.0\\n\\nFiles for Release 3.40.0 of the IPD-IMGT/HLA Databae   \n",
-       "486                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          IPD-IMGT/HLA Release 3.40.0\\n\\nFiles for Release 3.40.0 of the IPD-IMGT/HLA Databae   \n",
-       "487                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.40.0   \n",
-       "488                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.40.0   \n",
-       "489                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.40.0   \n",
-       "490                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.40.0   \n",
-       "491                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #216 from ANHIG/3400\\n\\n3400   \n",
-       "492                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.40.0   \n",
-       "493                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.40.0   \n",
-       "494                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #217 from ANHIG/3400\\n\\n3400   \n",
-       "495                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Removal of invalid expression characters from G and P groups   \n",
-       "496                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Merge pull request #219 from ANHIG/3400\\n\\nRemoval of invalid expression characters from G and P groups   \n",
-       "497                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Restored missing xsd file\\n\\nRestored missing xsd file   \n",
-       "498                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Merge pull request #221 from ANHIG/3400\\n\\nRestored missing xsd file   \n",
-       "499                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.41.0   \n",
-       "500                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #222 from ANHIG/3410\\n\\nIPD-IMGT/HLA Release 3.41.0   \n",
-       "501                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Corrected header for dpb_tce.csv file   \n",
-       "502                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Merge pull request #224 from ANHIG/3410\\n\\nCorrected header for dpb_tce.csv file   \n",
-       "503                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Removal of invalid characters from hla.xml   \n",
-       "504                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Merge pull request #226 from ANHIG/3410\\n\\nRemoval of invalid characters from hla.xml   \n",
-       "505                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Correction of C*01:02:04 in fasta/hla_nuc.fasta   \n",
-       "506                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Merge pull request #227 from ANHIG/3410\\n\\nCorrection of C*01:02:04 in fasta/hla_nuc.fasta   \n",
-       "507                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Corrected serology for E*01:114 and E*01:115   \n",
-       "508                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Merge pull request #228 from ANHIG/3410\\n\\nCorrected serology for E*01:114 and E*01:115   \n",
-       "509                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Merge pull request #230 from ANHIG/Latest\\n\\nLatest to 3410   \n",
-       "510                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Merge pull request #231 from ANHIG/3410\\n\\nMerge pull request #230 from ANHIG/Latest   \n",
-       "511                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Changes for missing MICA genomic sequences   \n",
-       "512                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Merge pull request #232 from ANHIG/3410\\n\\nChanges for missing MICA genomic sequences   \n",
-       "513                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Update to dpb-tce-header   \n",
-       "514                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Updates to DPB-TCE   \n",
-       "515                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Updates to DPB-TCE   \n",
-       "516                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #233 from ANHIG/3410\\n\\n3410   \n",
-       "517                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Corrections to feature coordinates of DRB pseudogenes in hla.dat file   \n",
-       "518                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Corrections to feature coordinates of DRB pseudogenes in hla.dat file   \n",
-       "519                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Corrections to feature coordinates of DRB pseudogenes in hla.dat and MICA genomic sequences   \n",
-       "520                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge pull request #234 from ANHIG/3410\\n\\nCorrections to feature coordinates of DRB pseudogenes in hla.dat and …   \n",
-       "521                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.42.0   \n",
-       "522                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #236 from ANHIG/3420\\n\\nIPD-IMGT/HLA Release 3.42.0   \n",
-       "523                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Corrections to hla_nom.txt and rel_dna_ser.txt   \n",
-       "524                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Merge pull request #237 from ANHIG/3420\\n\\nCorrections to hla_nom.txt and rel_dna_ser.txt   \n",
-       "525                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Removal of duplicate DRB1*01:01:01:01 entries from hla.xml   \n",
-       "526                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Merge pull request #239 from ANHIG/3420\\n\\nRemoval of duplicate DRB1*01:01:01:01 entries from hla.xml   \n",
-       "527                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Removal of expression characters from G and P groups in hla.xml   \n",
-       "528                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Merge pull request #241 from ANHIG/3420\\n\\nRemoval of expression characters from G and P groups in hla.xml   \n",
-       "529                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Update to release_verison.txt and md5checksums   \n",
-       "530                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Merge pull request #242 from ANHIG/3420\\n\\nUpdate to release_verison.txt and md5checksums   \n",
-       "531                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Correction of final character for alleles in alignments/E_nuc.txt   \n",
-       "532                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Correction of final character for alleles in msf/E_nuc.msf   \n",
-       "533                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Update dpb_tce.csv\\n\\nAdditional TCE assignments included   \n",
-       "534                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Merge pull request #244 from ANHIG/3420\\n\\nUpdate dpb_tce.csv   \n",
-       "535                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Upload of hla.xsd and hla_ambigs.xsd   \n",
-       "536                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #247 from ANHIG/3420\\n\\nUpload of hla.xsd and hla_ambigs.xsd   \n",
-       "537                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               hla.xml updated and mssing xsd restored.\\n\\nHLA-MIC designation corrected to just MICA or MICB and missing xsd files restored.   \n",
-       "538                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             hla.xml updated and xsd files restored\\n\\nRemoval of HLA- from MIC gene designations. Missing xsd files restored   \n",
-       "539                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update hla.xml.zip\\n\\nRemoval of HLA- from MIC gene designations   \n",
-       "540                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Merge pull request #248 from ANHIG/3420\\n\\nUpdate hla.xml.zip   \n",
-       "541                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.43.0   \n",
-       "542                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
-       "543                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.43.0   \n",
-       "544                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #250 from ANHIG/3430\\n\\n3430   \n",
-       "545                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.43.0   \n",
-       "546                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #251 from ANHIG/3430\\n\\nIPD-IMGT/HLA Release 3.43.0   \n",
-       "547                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Correct to P group allocation for B*51:329Q   \n",
-       "548                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #252 from ANHIG/3430\\n\\nCorrect to P group allocation for B*51:329Q   \n",
-       "549                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Misc fixes\\n\\nCorrection to G group names which contaion expression characters, removal of erroneous lines from rel_dna_ser.txt file and restoration of DRB1*01:02:01:03 genomic sequence to genomic text alignment.   \n",
-       "550                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Misc fixes\\n\\nCorrection to G group names which contaion expression characters, removal of erroneous lines from rel_dna_ser.txt file and restoration of DRB1*01:02:01:03 genomic sequence to genomic text alignment, md5 checksums also regenerated.   \n",
-       "551                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Merge pull request #254 from ANHIG/3430\\n\\nP, G group name patch and other fixes   \n",
-       "552                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Update hla.xml.zip\\n\\nCorrection of DQA1*01:07:01 G-group tag   \n",
-       "553                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Merge pull request #256 from ANHIG/3430\\n\\nUpdate hla.xml.zip   \n",
-       "554                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Addition of IHIW HML References\\n\\nAddition of files for IHIW HML References   \n",
-       "555                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Addition of IHIW HML References   \n",
-       "556                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Addition of IHIW HML References   \n",
-       "557                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Addition of IHIW HML References   \n",
-       "558                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Correction of release version in hla.xml and hla_ciwd.xml and addition of MICA and MICB   \n",
-       "559                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge pull request #258 from ANHIG/3430\\n\\nCorrection of release version in hla.xml and hla_ciwd.xml and additio…   \n",
-       "560                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
-       "561                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
-       "562                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
-       "563                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
-       "564                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Addition of IHIW HML References\\n\\nAddition of files for IHIW HML References   \n",
-       "565                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References   \n",
-       "566                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References   \n",
-       "567                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References   \n",
-       "568                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References   \n",
-       "569                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References   \n",
-       "570                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References   \n",
-       "571                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References   \n",
-       "572                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References   \n",
-       "573                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References   \n",
-       "574                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References   \n",
-       "575                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References   \n",
-       "576                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References   \n",
-       "577                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References   \n",
-       "578                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Addition of files for IHIW HML References\\n\\nAddition of files for IHIW HML References   \n",
-       "579                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Moving to hml subdir in ihiw   \n",
-       "580                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Moving to hml subdir in ihiw   \n",
-       "581                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Moving to hml subdir in ihiw   \n",
-       "582                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Moving to hml subdir in ihiw   \n",
-       "583                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Moving to hml subdir in ihiw   \n",
-       "584                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Moving to hml subdir in ihiw   \n",
-       "585                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Moving to hml subdir in ihiw   \n",
-       "586                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Moving to hml subdir in ihiw   \n",
-       "587                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Moving to hml subdir in ihiw   \n",
-       "588                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Moving to hml subdir in ihiw   \n",
-       "589                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Moving to hml subdir in ihiw   \n",
-       "590                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Moving to hml subdir in ihiw   \n",
-       "591                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Moving to hml subdir in ihiw   \n",
-       "592                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Moving to hml subdir in ihiw   \n",
-       "593                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Merge pull request #260 from ANHIG/3430\\n\\nAddition of files for IHIW HML References   \n",
-       "594                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Correction of DQB1 pseudo-exon mark up   \n",
-       "595                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge pull request #262 from ANHIG/3430\\n\\nCorrection of DQB1 pseudo-exon mark up   \n",
-       "596                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.44.0   \n",
-       "597                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge branch 'Latest' into 3440   \n",
-       "598                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #263 from ANHIG/3440\\n\\nIPD-IMGT/HLA Release 3.44.0   \n",
-       "599                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        clean   \n",
-       "600                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Removal of duplicate DRB1 entries from hla.xml   \n",
-       "601                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Merge pull request #266 from ANHIG/3440\\n\\nRemoval of duplicate DRB1 entries from hla.xml   \n",
-       "602                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Correction of DQB1*02:53Q prot indel placement   \n",
-       "603                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Correction of DQB1*02:53Q prot indel placement   \n",
-       "604                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Correction of DQB1*02:53Q prot indel placement   \n",
-       "605                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Correction of DQB1*02:53Q prot indel placement   \n",
-       "606                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Correction of DQB1*02:53Q prot indel placement   \n",
-       "607                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Correction to indel for DQB1*02:53Q   \n",
-       "608                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Correction of indel placement in DQB1*02:53Q   \n",
-       "609                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Correction of indel placement for DQB1*02:53Q   \n",
-       "610                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Inclusion of genomic sequence for B*44:495, DQB1*03:442 and DQB1*03:445 previously omitted from this release   \n",
-       "611                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge branch 'Latest' into 3440   \n",
-       "612                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge pull request #267 from ANHIG/3440\\n\\nInclusion of genomic sequence for B*44:495, DQB1*03:442 and DQB1*03:4…   \n",
-       "613                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Updated DQB1 version number in gen txt file   \n",
-       "614                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #268 from ANHIG/3440\\n\\nUpdated DQB1 version number in gen txt file   \n",
-       "615                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.45.0   \n",
-       "616                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.45.0   \n",
-       "617                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.45.0   \n",
-       "618                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.45.0   \n",
-       "619                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.45.0   \n",
-       "620                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.45.0   \n",
-       "621                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #271 from ANHIG/3450\\n\\n3450   \n",
-       "622                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Re-upload of hla.xml.zip and hla_ambigs.xml.zip for release 3.45.0   \n",
-       "623                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Merge pull request #273 from ANHIG/3450\\n\\nRe-upload of hla.xml.zip and hla_ambigs.xml.zip for release 3.45.0   \n",
-       "624                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Update hla_prot/nuc/gen.fasta in main directory with latest version   \n",
-       "625                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Merge pull request #274 from ANHIG/3450\\n\\nUpdate hla_prot/nuc/gen.fasta in main directory with latest version   \n",
-       "626                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Removal of invalid control characters from hla.xml and hla.dat files   \n",
-       "627                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #276 from ANHIG/3450\\n\\nRemoval of invalid control characters from hla.xml and hla.dat files   \n",
-       "628                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    IPD-IMGT/HLA Patch 3.45.1   \n",
-       "629                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Merge pull request #279 from ANHIG/3450\\n\\nIPD-IMGT/HLA Patch 3.45.1   \n",
-       "630                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Added hla_gen.fasta missing from original release   \n",
-       "631                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Update of release_version.txt to 3.45.1   \n",
-       "632                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Merge pull request #281 from ANHIG/3450\\n\\nUpdate of release_version.txt to 3.45.1   \n",
-       "633                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 IPD-IMGT/HLA Release 3.46.0 Build\\n\\nInitial Build of 3.46.0   \n",
-       "634                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              IPD-IMGT/HLA Release 3.46.0\\n\\nUpdating READMEs   \n",
-       "635                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       IPD-IMGT/HLA Release 3.46.0\\n\\nNon-ascii chars removed   \n",
-       "636                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Merge pull request #282 from ANHIG/3460\\n\\nRelease 3.46.0   \n",
-       "637                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Adding updated alignment zip   \n",
-       "638                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #283 from ANHIG/3460\\n\\nIPD-IMGT/HLA Release 3.46.0   \n",
-       "639                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Changes to descriptors for two deleted alleles   \n",
-       "640                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Merge pull request #286 from ANHIG/3460\\n\\nChanges to descriptors for two deleted alleles   \n",
-       "641                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Updated reason for deletion for alleles B*07:02:06, B*44:525, DQB1*02:01:10 & MICA*007:02 in Deleted_alleles.txt   \n",
-       "642                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge pull request #289 from ANHIG/3460\\n\\nUpdated reason for deletion for alleles B*07:02:06, B*44:525, DQB1*02…   \n",
-       "643                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
-       "644                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update README.md   \n",
-       "645                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.47.0   \n",
-       "646                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.47.0   \n",
-       "647                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #291 from ANHIG/3470\\n\\n3470   \n",
-       "648                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Update README.md\\n\\nUpdate sponsorship contact and malformed section header   \n",
-       "649                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.47.0   \n",
-       "650                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Merge branch '3470' of github.com:ANHIG/IMGTHLA into 3470   \n",
-       "651                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #292 from ANHIG/3470\\n\\n3470   \n",
-       "652                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Correct version_report.txt on 3460 branch to include the release information for 3.46.0   \n",
-       "653                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Corrected markup of CDS sequence in nuc.txt files for genes with alternative splice sites or delayed stop codons   \n",
-       "654                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Correction of HLA P Groups in hla.xml   \n",
-       "655                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Merge pull request #296 from ANHIG/3470\\n\\nCorrection of HLA P Groups in hla.xml   \n",
-       "656                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Update to xml/hla.xml.zip correcting meta data   \n",
-       "657                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Merge pull request #299 from ANHIG/3470\\n\\nUpdate to xml/hla.xml.zip correcting meta data   \n",
-       "658                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.48.0   \n",
-       "659                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Updated md5checksums   \n",
-       "660                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge branch '3480' into Latest   \n",
-       "661                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Upload of Allelelist_history.txt for IPD-IMGT/HLA Release 3.48.0   \n",
-       "662                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Merge pull request #305 from ANHIG/3480\\n\\nUpload of Allelelist_history.txt for IPD-IMGT/HLA Release 3.48.0   \n",
-       "663                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.49.0   \n",
-       "664                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.49.0   \n",
-       "665                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.49.0   \n",
-       "666                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.49.0   \n",
-       "667                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge branch 'Latest' into 3490   \n",
-       "668                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #308 from ANHIG/3490\\n\\n3490   \n",
-       "669                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Added additional space in DRB_prot.txt, DRB_nuc.txt and DRB1_gen.txt due to DRB1*15:200:01:01N and DRB1*15:200:01:02N   \n",
-       "670                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge pull request #310 from ANHIG/3490\\n\\nAdded additional space in DRB_prot.txt, DRB_nuc.txt and DRB1_gen.txt …   \n",
-       "671                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Removed invalid lines from hla.dat   \n",
-       "672                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Corrected DRA*01:01:01:01 P group (DRA*01:01P)   \n",
-       "673                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Merge pull request #314 from ANHIG/3490\\n\\nCorrected DRA*01:01:01:01 P group (DRA*01:01P)   \n",
-       "674                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Removal of duplicate \"KW   Human MHC;\" in hla.dat; Removal of empty 3'UTR in DQB1*03:480Q   \n",
-       "675                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge pull request #315 from ANHIG/3490\\n\\nRemoval of duplicate \"KW   Human MHC;\" in hla.dat; Removal of empty 3…   \n",
-       "676                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Removal of duplicate \"Human MHC\" in KW line of hla.dat   \n",
-       "677                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.50.0   \n",
-       "678                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #317 from ANHIG/3500\\n\\nIPD-IMGT/HLA Release 3.50.0   \n",
-       "679                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 hla.dat file for IPD-IMGT/HLA Release 3.50.0   \n",
-       "680                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Merge pull request #318 from ANHIG/3500\\n\\nhla.dat file for IPD-IMGT/HLA Release 3.50.0   \n",
-       "681                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Update sample flatfile to display ID line   \n",
-       "682                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Update sample flatfile to display ID line   \n",
-       "683                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
-       "684                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
-       "685                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
-       "686                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
-       "687                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
-       "688                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
-       "689                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
-       "690                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
-       "691                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
-       "692                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
-       "693                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
-       "694                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
-       "695                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
-       "696                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
-       "697                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
-       "698                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
-       "699                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
-       "700                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Update Manual.md   \n",
-       "701                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Correction of md5checksum.txt with latest 3.49.0 commit.   \n",
-       "702                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Corrected missing date and version field in Allelelist_history.txt   \n",
-       "703                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Merge pull request #323 from ANHIG/3500\\n\\nCorrected missing date and version field in Allelelist_history.txt   \n",
-       "704                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            IPD-IMGT/HLA Release 3.51.0\\n\\nUpdates for 3.51.0   \n",
-       "705                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   IPD-IMGT/HLA Database Release 3.51.0\\n\\nUpdated the ihiw folder for 3.51.0   \n",
-       "706                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #325 from ANHIG/3510\\n\\n3510   \n",
-       "707                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.52.0   \n",
-       "708                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Merge pull request #334 from ANHIG/3520\\n\\nIPD-IMGT/HLA Release 3.52.0   \n",
-       "709                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Corrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt   \n",
-       "710                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Corrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt   \n",
-       "711                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Corrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt   \n",
-       "712                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Update Deleted_alleles.txt   \n",
-       "713                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Corrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt   \n",
-       "714                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Corrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt   \n",
-       "715                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Corrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt   \n",
-       "716                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Corrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt   \n",
-       "717                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge pull request #337 from ANHIG/3520\\n\\nCorrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in De…   \n",
-       "718                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.53.0   \n",
-       "719                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Merge pull request #339 from ANHIG/3.53.0\\n\\nIPD-IMGT/HLA Release 3.53.0   \n",
-       "720                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Documented changes to the hla.xml releasestatus and release comments attributes.   \n",
-       "721                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge pull request #341 from ANHIG/3530\\n\\nDocumented changes to the hla.xml releasestatus and release comments …   \n",
-       "722                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Updated database citation in README.md   \n",
-       "723                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge pull request #342 from ANHIG/3530\\n\\nUpdated database citation in README.md   \n",
-       "724                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Update to dpb_tce.csv file containing corrections to DPB TCE version 2 assignment   \n",
-       "725                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge pull request #345 from ANHIG/3530\\n\\nUpdate to dpb_tce.csv file containing corrections to DPB TCE version …   \n",
-       "726                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             IMGT/HLA Database Release 3.54.0   \n",
-       "727                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Merge pull request #348 from ANHIG/3540\\n\\nIMGT/HLA Database Release 3.54.0   \n",
-       "728                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Corrected format of hla.xml to be consitent with current production version   \n",
-       "729                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Merge pull request #350 from ANHIG/3540\\n\\nCorrected format of hla.xml to be consitent with current production v…   \n",
-       "730                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Upload of hla_prot, nuc and gen.fasta to root directory   \n",
-       "731                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Merge pull request #352 from ANHIG/3540\\n\\nUpload of hla_prot, nuc and gen.fasta to root directory   \n",
-       "732                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Release of new hla.xml format as hla_new.xml and hla_new.xsd for 3.54.0   \n",
-       "733                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Merge pull request #355 from ANHIG/3540\\n\\nRelease of new hla.xml format as hla_new.xml and hla_new.xsd for 3.54.0   \n",
-       "734                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.55.0   \n",
-       "735                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IPD-IMGT/HLA Release 3.55.0   \n",
-       "736                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Merge pull request #357 from ANHIG/3550\\n\\n3550   \n",
-       "737                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Removal of empty sequence block in A_prot.txt and MICA_prot.txt   \n",
-       "738                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Merge pull request #359 from ANHIG/3550\\n\\nRemoval of empty sequence block in A_prot.txt and MICA_prot.txt   \n",
-       "\n",
-       "                              commit.tree.sha  \\\n",
-       "0    954fe154eccfcb5dff9a5c2368336851ad3e695f   \n",
-       "1    6effc6b250803775feb79454cd9451ed014949ce   \n",
-       "2    2da947b5c470830df9584083726c1bf00a483e9d   \n",
-       "3    9a6f0b53be0fc00c8220ddc89b25cbc1cf4b5655   \n",
-       "4    a9ed9a65ab7b5d5421aeb9c936a783ff55283165   \n",
-       "5    e49067173b75b41e7d9f703cfe1b0aa89e314ebe   \n",
-       "6    1f226f2fcf5017507d6f587c9b91d446a808ccc5   \n",
-       "7    1f226f2fcf5017507d6f587c9b91d446a808ccc5   \n",
-       "8    308a89586eff3472acfc279ca5f102de272fe09a   \n",
-       "9    308a89586eff3472acfc279ca5f102de272fe09a   \n",
-       "10   308a89586eff3472acfc279ca5f102de272fe09a   \n",
-       "11   308a89586eff3472acfc279ca5f102de272fe09a   \n",
-       "12   07d95df30a8989ec01fd14b8ece907c31d5178ba   \n",
-       "13   07d95df30a8989ec01fd14b8ece907c31d5178ba   \n",
-       "14   8ca145ba8007c6692095018f5aec4c136526e04f   \n",
-       "15   0e9edee4c41fc90412e925d4ca95a2b1074cb4a7   \n",
-       "16   0e9edee4c41fc90412e925d4ca95a2b1074cb4a7   \n",
-       "17   3504772233dc01a817fce71cea7fadb5f3643e7c   \n",
-       "18   2731245ed5e70c880096e407e0b24dc9d9d4b199   \n",
-       "19   2731245ed5e70c880096e407e0b24dc9d9d4b199   \n",
-       "20   e9f2accc1f5087678ead29ca3a83b8573bb6cb51   \n",
-       "21   d88781eadaf9341b324f15e64ee2635a7449f440   \n",
-       "22   b149ed0e594eca40d261cf7c420407321134d17d   \n",
-       "23   002904b2d9294736df8274f0502b62d54f91518e   \n",
-       "24   d35d7fdd90026a9dd3d08317ca4a789f96c94051   \n",
-       "25   6b20ba2b076221318acefbb209469b13fdcccb5a   \n",
-       "26   2dd93e44074d2e2f29ca95facbfb061173a9451b   \n",
-       "27   1f5963bf9dc5af66f1b8782491f65f134ce941fc   \n",
-       "28   dcbbfb79f479ccff31ca4c019eb1e0feb5b4945d   \n",
-       "29   920bb5e5c661ae74fcc5d29829b9ba81e007f0e8   \n",
-       "30   749fc24e3aa36f0cbb0cdd10e7841251a1b3cef0   \n",
-       "31   363ce6e2fa7642ec67afe6ebced9fe079f0b754e   \n",
-       "32   b4e163bb68072ab076c371732d7e885b6179c763   \n",
-       "33   f078e0c351c7c9074126005ff8c0f65774c287a9   \n",
-       "34   471e8636f0570b883d9ab44ec120d177aaed7f22   \n",
-       "35   b2c2a252eecd0837e71cd4703caf700f46b58e0b   \n",
-       "36   3d4c00a589d55f384af7f6bd22834d8376b0a797   \n",
-       "37   f3a6243276fcc9acfbbd919c4c6a34ed53b18f89   \n",
-       "38   4e143d8bb7cbd86f3ff848ba459758c8f61a24f3   \n",
-       "39   d909b6b8740fc5ed1f87df7e4b3bbfbd4c24c5ad   \n",
-       "40   77cd2ec4f10e765795f0f973b9ec797c8dc7794d   \n",
-       "41   3573353b6e749a61958416a4193e84cdacf649d1   \n",
-       "42   b92e996f096497864182acb54f150483b22b6ad2   \n",
-       "43   016db43b75c33740824cbd336c614b4548a1c6c1   \n",
-       "44   6e550af15b619362c7bafd51d59e2576313f7e69   \n",
-       "45   cf0b33374d7764e1c76dbc872e86b706c910e66f   \n",
-       "46   cf0b33374d7764e1c76dbc872e86b706c910e66f   \n",
-       "47   7ae4da723c778ecfa3b36f9ecd18b8dd7881537e   \n",
-       "48   7ae4da723c778ecfa3b36f9ecd18b8dd7881537e   \n",
-       "49   8460689215732c8c268acc60dfdd6f4e76997bde   \n",
-       "50   8460689215732c8c268acc60dfdd6f4e76997bde   \n",
-       "51   7eeb1b7a80023e55246cedc91300648ffbd16d8f   \n",
-       "52   7eeb1b7a80023e55246cedc91300648ffbd16d8f   \n",
-       "53   7ae8b6cc7dbe9dbfd6f85cec0ea573b244569847   \n",
-       "54   7ae8b6cc7dbe9dbfd6f85cec0ea573b244569847   \n",
-       "55   a5e56b675c5532706bb1ac61465f1c97852cb0e4   \n",
-       "56   a5e56b675c5532706bb1ac61465f1c97852cb0e4   \n",
-       "57   709f29b1a018b11e7e99548aef67fe734ee35a67   \n",
-       "58   709f29b1a018b11e7e99548aef67fe734ee35a67   \n",
-       "59   7802093bfd41adb1fc57b2209725903d805646ca   \n",
-       "60   7802093bfd41adb1fc57b2209725903d805646ca   \n",
-       "61   6181a160faf9f95f77c16e59534cc2e4f03927ac   \n",
-       "62   6181a160faf9f95f77c16e59534cc2e4f03927ac   \n",
-       "63   26f105dcc9975955796a34e1de4be83d97cbe752   \n",
-       "64   26f105dcc9975955796a34e1de4be83d97cbe752   \n",
-       "65   e6aa58d1c5cfb3cb2759ff191da1c76c656708a6   \n",
-       "66   e6aa58d1c5cfb3cb2759ff191da1c76c656708a6   \n",
-       "67   1435359ccbed2b34f625ea29d76f3f095eaf92b5   \n",
-       "68   1435359ccbed2b34f625ea29d76f3f095eaf92b5   \n",
-       "69   98f091d988c419d6a17b793032043ff9e9c94610   \n",
-       "70   98f091d988c419d6a17b793032043ff9e9c94610   \n",
-       "71   5ce67ed8dff360ed548786d5d05c9b39bd96282f   \n",
-       "72   5ce67ed8dff360ed548786d5d05c9b39bd96282f   \n",
-       "73   dcacd4892d228510c168b4fa888a91d6a986b67c   \n",
-       "74   dcacd4892d228510c168b4fa888a91d6a986b67c   \n",
-       "75   d1d0cbd209899025fa35623d718a9d0867f4f76b   \n",
-       "76   d1d0cbd209899025fa35623d718a9d0867f4f76b   \n",
-       "77   74417ea51780b7367dff7297ffd1e97d765a30b9   \n",
-       "78   99512f4763bdfa0b525761826e137aeb45859956   \n",
-       "79   f9963b6cfd57f82c5068295ca54f6e04f4bb0b22   \n",
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-       "327                     0                          True   \n",
-       "328                     0                         False   \n",
-       "329                     0                          True   \n",
-       "330                     0                         False   \n",
-       "331                     0                          True   \n",
-       "332                     0                         False   \n",
-       "333                     0                          True   \n",
-       "334                     0                         False   \n",
-       "335                     0                         False   \n",
-       "336                     0                          True   \n",
-       "337                     0                         False   \n",
-       "338                     0                          True   \n",
-       "339                     0                          True   \n",
-       "340                     0                          True   \n",
-       "341                     0                          True   \n",
-       "342                     0                          True   \n",
-       "343                     0                          True   \n",
-       "344                     0                          True   \n",
-       "345                     0                         False   \n",
-       "346                     0                         False   \n",
-       "347                     0                          True   \n",
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-       "349                     0                         False   \n",
-       "350                     0                         False   \n",
-       "351                     0                          True   \n",
-       "352                     0                         False   \n",
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-       "354                     0                         False   \n",
-       "355                     0                         False   \n",
-       "356                     0                         False   \n",
-       "357                     0                         False   \n",
-       "358                     0                         False   \n",
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-       "360                     0                         False   \n",
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-       "365                     0                          True   \n",
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-       "367                     0                          True   \n",
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-       "370                     0                          True   \n",
-       "371                     0                          True   \n",
-       "372                     0                          True   \n",
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-       "393                     0                          True   \n",
-       "394                     0                          True   \n",
-       "395                     0                          True   \n",
-       "396                     0                          True   \n",
-       "397                     0                          True   \n",
-       "398                     0                          True   \n",
-       "399                     0                          True   \n",
-       "400                     0                          True   \n",
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-       "404                     0                          True   \n",
-       "405                     0                          True   \n",
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-       "410                     0                          True   \n",
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-       "416                     0                          True   \n",
-       "417                     0                          True   \n",
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-       "419                     0                          True   \n",
-       "420                     0                          True   \n",
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-       "422                     0                          True   \n",
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-       "424                     0                          True   \n",
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-       "426                     0                          True   \n",
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-       "428                     0                          True   \n",
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-       "430                     0                          True   \n",
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-       "432                     0                          True   \n",
-       "433                     0                          True   \n",
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-       "435                     0                          True   \n",
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-       "437                     0                          True   \n",
-       "438                     0                         False   \n",
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-       "440                     0                         False   \n",
-       "441                     0                         False   \n",
-       "442                     0                         False   \n",
-       "443                     0                         False   \n",
-       "444                     0                         False   \n",
-       "445                     0                         False   \n",
-       "446                     0                         False   \n",
-       "447                     0                         False   \n",
-       "448                     0                          True   \n",
-       "449                     0                         False   \n",
-       "450                     0                          True   \n",
-       "451                     0                         False   \n",
-       "452                     0                          True   \n",
-       "453                     0                         False   \n",
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-       "455                     0                          True   \n",
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-       "457                     0                          True   \n",
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-       "459                     0                          True   \n",
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-       "463                     0                          True   \n",
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-       "465                     0                          True   \n",
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-       "467                     0                          True   \n",
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-       "469                     0                          True   \n",
-       "470                     0                          True   \n",
-       "471                     0                          True   \n",
-       "472                     0                          True   \n",
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-       "475                     0                          True   \n",
-       "476                     0                         False   \n",
-       "477                     0                         False   \n",
-       "478                     0                          True   \n",
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-       "480                     0                          True   \n",
-       "481                     0                         False   \n",
-       "482                     0                         False   \n",
-       "483                     0                          True   \n",
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-       "491                     0                          True   \n",
-       "492                     0                         False   \n",
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-       "494                     0                          True   \n",
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-       "496                     0                          True   \n",
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-       "498                     0                          True   \n",
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-       "500                     0                          True   \n",
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-       "502                     0                          True   \n",
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-       "504                     0                          True   \n",
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-       "506                     0                          True   \n",
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-       "508                     0                          True   \n",
-       "509                     0                          True   \n",
-       "510                     0                          True   \n",
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-       "512                     0                          True   \n",
-       "513                     0                         False   \n",
-       "514                     0                         False   \n",
-       "515                     0                         False   \n",
-       "516                     0                          True   \n",
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-       "520                     0                          True   \n",
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-       "522                     0                          True   \n",
-       "523                     0                         False   \n",
-       "524                     0                          True   \n",
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-       "526                     0                          True   \n",
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-       "528                     0                          True   \n",
-       "529                     0                         False   \n",
-       "530                     0                          True   \n",
-       "531                     0                         False   \n",
-       "532                     0                         False   \n",
-       "533                     0                         False   \n",
-       "534                     0                          True   \n",
-       "535                     0                         False   \n",
-       "536                     0                          True   \n",
-       "537                     0                         False   \n",
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-       "539                     0                         False   \n",
-       "540                     0                          True   \n",
-       "541                     0                         False   \n",
-       "542                     0                          True   \n",
-       "543                     0                         False   \n",
-       "544                     0                          True   \n",
-       "545                     0                         False   \n",
-       "546                     0                          True   \n",
-       "547                     0                         False   \n",
-       "548                     0                          True   \n",
-       "549                     0                         False   \n",
-       "550                     0                         False   \n",
-       "551                     0                          True   \n",
-       "552                     0                         False   \n",
-       "553                     0                          True   \n",
-       "554                     0                         False   \n",
-       "555                     0                         False   \n",
-       "556                     0                         False   \n",
-       "557                     0                         False   \n",
-       "558                     0                         False   \n",
-       "559                     0                          True   \n",
-       "560                     0                         False   \n",
-       "561                     0                         False   \n",
-       "562                     0                         False   \n",
-       "563                     0                         False   \n",
-       "564                     0                         False   \n",
-       "565                     0                         False   \n",
-       "566                     0                         False   \n",
-       "567                     0                         False   \n",
-       "568                     0                         False   \n",
-       "569                     0                         False   \n",
-       "570                     0                         False   \n",
-       "571                     0                         False   \n",
-       "572                     0                         False   \n",
-       "573                     0                         False   \n",
-       "574                     0                         False   \n",
-       "575                     0                         False   \n",
-       "576                     0                         False   \n",
-       "577                     0                         False   \n",
-       "578                     0                         False   \n",
-       "579                     0                         False   \n",
-       "580                     0                         False   \n",
-       "581                     0                         False   \n",
-       "582                     0                         False   \n",
-       "583                     0                         False   \n",
-       "584                     0                         False   \n",
-       "585                     0                         False   \n",
-       "586                     0                         False   \n",
-       "587                     0                         False   \n",
-       "588                     0                         False   \n",
-       "589                     0                         False   \n",
-       "590                     0                         False   \n",
-       "591                     0                         False   \n",
-       "592                     0                         False   \n",
-       "593                     0                          True   \n",
-       "594                     0                         False   \n",
-       "595                     0                          True   \n",
-       "596                     0                         False   \n",
-       "597                     0                          True   \n",
-       "598                     0                          True   \n",
-       "599                     0                         False   \n",
-       "600                     0                         False   \n",
-       "601                     0                          True   \n",
-       "602                     0                         False   \n",
-       "603                     0                         False   \n",
-       "604                     0                         False   \n",
-       "605                     0                         False   \n",
-       "606                     0                         False   \n",
-       "607                     0                         False   \n",
-       "608                     0                         False   \n",
-       "609                     0                         False   \n",
-       "610                     0                         False   \n",
-       "611                     0                          True   \n",
-       "612                     0                          True   \n",
-       "613                     0                         False   \n",
-       "614                     0                          True   \n",
-       "615                     0                         False   \n",
-       "616                     0                         False   \n",
-       "617                     0                         False   \n",
-       "618                     0                         False   \n",
-       "619                     0                         False   \n",
-       "620                     0                         False   \n",
-       "621                     0                          True   \n",
-       "622                     0                         False   \n",
-       "623                     0                          True   \n",
-       "624                     0                         False   \n",
-       "625                     0                          True   \n",
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-       "627                     0                          True   \n",
-       "628                     0                         False   \n",
-       "629                     0                          True   \n",
-       "630                     0                         False   \n",
-       "631                     0                         False   \n",
-       "632                     0                          True   \n",
-       "633                     0                         False   \n",
-       "634                     0                         False   \n",
-       "635                     0                         False   \n",
-       "636                     0                          True   \n",
-       "637                     0                         False   \n",
-       "638                     0                          True   \n",
-       "639                     0                         False   \n",
-       "640                     0                          True   \n",
-       "641                     0                         False   \n",
-       "642                     0                          True   \n",
-       "643                     0                          True   \n",
-       "644                     0                          True   \n",
-       "645                     0                         False   \n",
-       "646                     0                         False   \n",
-       "647                     0                          True   \n",
-       "648                     0                          True   \n",
-       "649                     0                         False   \n",
-       "650                     0                         False   \n",
-       "651                     0                          True   \n",
-       "652                     0                         False   \n",
-       "653                     0                         False   \n",
-       "654                     0                         False   \n",
-       "655                     0                          True   \n",
-       "656                     0                         False   \n",
-       "657                     0                          True   \n",
-       "658                     0                         False   \n",
-       "659                     0                         False   \n",
-       "660                     0                         False   \n",
-       "661                     0                         False   \n",
-       "662                     0                          True   \n",
-       "663                     0                         False   \n",
-       "664                     0                         False   \n",
-       "665                     0                         False   \n",
-       "666                     0                         False   \n",
-       "667                     0                         False   \n",
-       "668                     0                          True   \n",
-       "669                     0                         False   \n",
-       "670                     0                          True   \n",
-       "671                     0                         False   \n",
-       "672                     0                         False   \n",
-       "673                     0                          True   \n",
-       "674                     0                         False   \n",
-       "675                     0                          True   \n",
-       "676                     0                         False   \n",
-       "677                     0                         False   \n",
-       "678                     0                          True   \n",
-       "679                     0                         False   \n",
-       "680                     0                          True   \n",
-       "681                     0                          True   \n",
-       "682                     0                          True   \n",
-       "683                     0                          True   \n",
-       "684                     0                          True   \n",
-       "685                     0                          True   \n",
-       "686                     0                          True   \n",
-       "687                     0                          True   \n",
-       "688                     0                          True   \n",
-       "689                     0                          True   \n",
-       "690                     0                          True   \n",
-       "691                     0                          True   \n",
-       "692                     0                          True   \n",
-       "693                     0                          True   \n",
-       "694                     0                          True   \n",
-       "695                     0                          True   \n",
-       "696                     0                          True   \n",
-       "697                     0                          True   \n",
-       "698                     0                          True   \n",
-       "699                     0                          True   \n",
-       "700                     0                          True   \n",
-       "701                     0                         False   \n",
-       "702                     0                         False   \n",
-       "703                     0                          True   \n",
-       "704                     0                         False   \n",
-       "705                     0                         False   \n",
-       "706                     0                          True   \n",
-       "707                     0                         False   \n",
-       "708                     0                          True   \n",
-       "709                     0                          True   \n",
-       "710                     0                          True   \n",
-       "711                     0                          True   \n",
-       "712                     1                          True   \n",
-       "713                     0                          True   \n",
-       "714                     0                          True   \n",
-       "715                     0                          True   \n",
-       "716                     0                          True   \n",
-       "717                     0                          True   \n",
-       "718                     0                         False   \n",
-       "719                     0                          True   \n",
-       "720                     0                          True   \n",
-       "721                     0                          True   \n",
-       "722                     0                         False   \n",
-       "723                     0                          True   \n",
-       "724                     1                         False   \n",
-       "725                     0                          True   \n",
-       "726                     0                         False   \n",
-       "727                     0                          True   \n",
-       "728                     0                         False   \n",
-       "729                     0                          True   \n",
-       "730                     0                         False   \n",
-       "731                     0                          True   \n",
-       "732                     0                         False   \n",
-       "733                     0                          True   \n",
-       "734                     0                         False   \n",
-       "735                     0                         False   \n",
-       "736                     0                          True   \n",
-       "737                     0                         False   \n",
-       "738                     0                          True   \n",
-       "\n",
-       "    commit.verification.reason  \\\n",
-       "0                     unsigned   \n",
-       "1                     unsigned   \n",
-       "2                     unsigned   \n",
-       "3                     unsigned   \n",
-       "4                     unsigned   \n",
-       "5                     unsigned   \n",
-       "6                     unsigned   \n",
-       "7                     unsigned   \n",
-       "8                     unsigned   \n",
-       "9                     unsigned   \n",
-       "10                    unsigned   \n",
-       "11                    unsigned   \n",
-       "12                    unsigned   \n",
-       "13                    unsigned   \n",
-       "14                    unsigned   \n",
-       "15                    unsigned   \n",
-       "16                    unsigned   \n",
-       "17                    unsigned   \n",
-       "18                    unsigned   \n",
-       "19                    unsigned   \n",
-       "20                    unsigned   \n",
-       "21                    unsigned   \n",
-       "22                    unsigned   \n",
-       "23                    unsigned   \n",
-       "24                    unsigned   \n",
-       "25                    unsigned   \n",
-       "26                    unsigned   \n",
-       "27                    unsigned   \n",
-       "28                    unsigned   \n",
-       "29                    unsigned   \n",
-       "30                    unsigned   \n",
-       "31                    unsigned   \n",
-       "32                    unsigned   \n",
-       "33                    unsigned   \n",
-       "34                    unsigned   \n",
-       "35                    unsigned   \n",
-       "36                    unsigned   \n",
-       "37                    unsigned   \n",
-       "38                    unsigned   \n",
-       "39                    unsigned   \n",
-       "40                    unsigned   \n",
-       "41                    unsigned   \n",
-       "42                    unsigned   \n",
-       "43                    unsigned   \n",
-       "44                    unsigned   \n",
-       "45                    unsigned   \n",
-       "46                    unsigned   \n",
-       "47                    unsigned   \n",
-       "48                    unsigned   \n",
-       "49                    unsigned   \n",
-       "50                    unsigned   \n",
-       "51                    unsigned   \n",
-       "52                    unsigned   \n",
-       "53                    unsigned   \n",
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-       "55                    unsigned   \n",
-       "56                    unsigned   \n",
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-       "70                    unsigned   \n",
-       "71                    unsigned   \n",
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-       "90                    unsigned   \n",
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-       "95                    unsigned   \n",
-       "96                    unsigned   \n",
-       "97                    unsigned   \n",
-       "98                    unsigned   \n",
-       "99                    unsigned   \n",
-       "100                   unsigned   \n",
-       "101                   unsigned   \n",
-       "102                   unsigned   \n",
-       "103                   unsigned   \n",
-       "104                   unsigned   \n",
-       "105                   unsigned   \n",
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-       "109                   unsigned   \n",
-       "110                   unsigned   \n",
-       "111                   unsigned   \n",
-       "112                   unsigned   \n",
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-       "114                   unsigned   \n",
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-       "145                   unsigned   \n",
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-       "178                   unsigned   \n",
-       "179                   unsigned   \n",
-       "180                   unsigned   \n",
-       "181                   unsigned   \n",
-       "182                   unsigned   \n",
-       "183                   unsigned   \n",
-       "184                   unsigned   \n",
-       "185                   unsigned   \n",
-       "186                   unsigned   \n",
-       "187                   unsigned   \n",
-       "188                   unsigned   \n",
-       "189                   unsigned   \n",
-       "190                   unsigned   \n",
-       "191                   unsigned   \n",
-       "192                   unsigned   \n",
-       "193                   unsigned   \n",
-       "194                   unsigned   \n",
-       "195                   unsigned   \n",
-       "196                   unsigned   \n",
-       "197                   unsigned   \n",
-       "198                   unsigned   \n",
-       "199                   unsigned   \n",
-       "200                   unsigned   \n",
-       "201                   unsigned   \n",
-       "202                   unsigned   \n",
-       "203                   unsigned   \n",
-       "204                   unsigned   \n",
-       "205                   unsigned   \n",
-       "206                   unsigned   \n",
-       "207                   unsigned   \n",
-       "208                   unsigned   \n",
-       "209                   unsigned   \n",
-       "210                   unsigned   \n",
-       "211                   unsigned   \n",
-       "212                   unsigned   \n",
-       "213                   unsigned   \n",
-       "214                   unsigned   \n",
-       "215                   unsigned   \n",
-       "216                   unsigned   \n",
-       "217                   unsigned   \n",
-       "218                   unsigned   \n",
-       "219                   unsigned   \n",
-       "220                   unsigned   \n",
-       "221                   unsigned   \n",
-       "222                   unsigned   \n",
-       "223                   unsigned   \n",
-       "224                   unsigned   \n",
-       "225                   unsigned   \n",
-       "226                   unsigned   \n",
-       "227                   unsigned   \n",
-       "228                   unsigned   \n",
-       "229                   unsigned   \n",
-       "230                   unsigned   \n",
-       "231                   unsigned   \n",
-       "232                   unsigned   \n",
-       "233                   unsigned   \n",
-       "234                   unsigned   \n",
-       "235                   unsigned   \n",
-       "236                   unsigned   \n",
-       "237                   unsigned   \n",
-       "238                   unsigned   \n",
-       "239                   unsigned   \n",
-       "240                   unsigned   \n",
-       "241                   unsigned   \n",
-       "242                   unsigned   \n",
-       "243                   unsigned   \n",
-       "244                   unsigned   \n",
-       "245                   unsigned   \n",
-       "246                   unsigned   \n",
-       "247                   unsigned   \n",
-       "248                   unsigned   \n",
-       "249                   unsigned   \n",
-       "250                   unsigned   \n",
-       "251                   unsigned   \n",
-       "252                   unsigned   \n",
-       "253                   unsigned   \n",
-       "254                   unsigned   \n",
-       "255                   unsigned   \n",
-       "256                   unsigned   \n",
-       "257                   unsigned   \n",
-       "258                   unsigned   \n",
-       "259                   unsigned   \n",
-       "260                   unsigned   \n",
-       "261                   unsigned   \n",
-       "262                   unsigned   \n",
-       "263                   unsigned   \n",
-       "264                   unsigned   \n",
-       "265                   unsigned   \n",
-       "266                   unsigned   \n",
-       "267                   unsigned   \n",
-       "268                   unsigned   \n",
-       "269                   unsigned   \n",
-       "270                   unsigned   \n",
-       "271                   unsigned   \n",
-       "272                   unsigned   \n",
-       "273                   unsigned   \n",
-       "274                   unsigned   \n",
-       "275                   unsigned   \n",
-       "276                   unsigned   \n",
-       "277                   unsigned   \n",
-       "278                   unsigned   \n",
-       "279                   unsigned   \n",
-       "280                   unsigned   \n",
-       "281                   unsigned   \n",
-       "282                   unsigned   \n",
-       "283                   unsigned   \n",
-       "284                   unsigned   \n",
-       "285                   unsigned   \n",
-       "286                   unsigned   \n",
-       "287                   unsigned   \n",
-       "288                   unsigned   \n",
-       "289                   unsigned   \n",
-       "290                   unsigned   \n",
-       "291                   unsigned   \n",
-       "292                   unsigned   \n",
-       "293                   unsigned   \n",
-       "294                   unsigned   \n",
-       "295                   unsigned   \n",
-       "296                   unsigned   \n",
-       "297                   unsigned   \n",
-       "298                   unsigned   \n",
-       "299                   unsigned   \n",
-       "300                   unsigned   \n",
-       "301                   unsigned   \n",
-       "302                   unsigned   \n",
-       "303                   unsigned   \n",
-       "304                      valid   \n",
-       "305                   unsigned   \n",
-       "306                   unsigned   \n",
-       "307                   unsigned   \n",
-       "308                      valid   \n",
-       "309                      valid   \n",
-       "310                      valid   \n",
-       "311                      valid   \n",
-       "312                      valid   \n",
-       "313                      valid   \n",
-       "314                      valid   \n",
-       "315                      valid   \n",
-       "316                      valid   \n",
-       "317                      valid   \n",
-       "318                   unsigned   \n",
-       "319                      valid   \n",
-       "320                   unsigned   \n",
-       "321                   unsigned   \n",
-       "322                   unsigned   \n",
-       "323                      valid   \n",
-       "324                   unsigned   \n",
-       "325                      valid   \n",
-       "326                   unsigned   \n",
-       "327                      valid   \n",
-       "328                   unsigned   \n",
-       "329                      valid   \n",
-       "330                   unsigned   \n",
-       "331                      valid   \n",
-       "332                   unsigned   \n",
-       "333                      valid   \n",
-       "334                   unsigned   \n",
-       "335                   unsigned   \n",
-       "336                      valid   \n",
-       "337                   unsigned   \n",
-       "338                      valid   \n",
-       "339                      valid   \n",
-       "340                      valid   \n",
-       "341                      valid   \n",
-       "342                      valid   \n",
-       "343                      valid   \n",
-       "344                      valid   \n",
-       "345                   unsigned   \n",
-       "346                   unsigned   \n",
-       "347                      valid   \n",
-       "348                   unsigned   \n",
-       "349                   unsigned   \n",
-       "350                   unsigned   \n",
-       "351                      valid   \n",
-       "352                   unsigned   \n",
-       "353                   unsigned   \n",
-       "354                   unsigned   \n",
-       "355                   unsigned   \n",
-       "356                   unsigned   \n",
-       "357                   unsigned   \n",
-       "358                   unsigned   \n",
-       "359                   unsigned   \n",
-       "360                   unsigned   \n",
-       "361                      valid   \n",
-       "362                   unsigned   \n",
-       "363                      valid   \n",
-       "364                   unsigned   \n",
-       "365                      valid   \n",
-       "366                   unsigned   \n",
-       "367                      valid   \n",
-       "368                   unsigned   \n",
-       "369                   unsigned   \n",
-       "370                      valid   \n",
-       "371                      valid   \n",
-       "372                      valid   \n",
-       "373                      valid   \n",
-       "374                   unsigned   \n",
-       "375                      valid   \n",
-       "376                   unsigned   \n",
-       "377                      valid   \n",
-       "378                   unsigned   \n",
-       "379                      valid   \n",
-       "380                   unsigned   \n",
-       "381                      valid   \n",
-       "382                   unsigned   \n",
-       "383                      valid   \n",
-       "384                      valid   \n",
-       "385                   unsigned   \n",
-       "386                      valid   \n",
-       "387                   unsigned   \n",
-       "388                   unsigned   \n",
-       "389                   unsigned   \n",
-       "390                      valid   \n",
-       "391                   unsigned   \n",
-       "392                   unsigned   \n",
-       "393                      valid   \n",
-       "394                      valid   \n",
-       "395                      valid   \n",
-       "396                      valid   \n",
-       "397                      valid   \n",
-       "398                      valid   \n",
-       "399                      valid   \n",
-       "400                      valid   \n",
-       "401                      valid   \n",
-       "402                   unsigned   \n",
-       "403                   unsigned   \n",
-       "404                      valid   \n",
-       "405                      valid   \n",
-       "406                   unsigned   \n",
-       "407                      valid   \n",
-       "408                   unsigned   \n",
-       "409                   unsigned   \n",
-       "410                      valid   \n",
-       "411                   unsigned   \n",
-       "412                   unsigned   \n",
-       "413                   unsigned   \n",
-       "414                   unsigned   \n",
-       "415                   unsigned   \n",
-       "416                      valid   \n",
-       "417                      valid   \n",
-       "418                   unsigned   \n",
-       "419                      valid   \n",
-       "420                      valid   \n",
-       "421                   unsigned   \n",
-       "422                      valid   \n",
-       "423                   unsigned   \n",
-       "424                      valid   \n",
-       "425                   unsigned   \n",
-       "426                      valid   \n",
-       "427                   unsigned   \n",
-       "428                      valid   \n",
-       "429                   unsigned   \n",
-       "430                      valid   \n",
-       "431                   unsigned   \n",
-       "432                      valid   \n",
-       "433                      valid   \n",
-       "434                   unsigned   \n",
-       "435                      valid   \n",
-       "436                   unsigned   \n",
-       "437                      valid   \n",
-       "438                   unsigned   \n",
-       "439                   unsigned   \n",
-       "440                   unsigned   \n",
-       "441                   unsigned   \n",
-       "442                   unsigned   \n",
-       "443                   unsigned   \n",
-       "444                   unsigned   \n",
-       "445                   unsigned   \n",
-       "446                   unsigned   \n",
-       "447                   unsigned   \n",
-       "448                      valid   \n",
-       "449                   unsigned   \n",
-       "450                      valid   \n",
-       "451                   unsigned   \n",
-       "452                      valid   \n",
-       "453                   unsigned   \n",
-       "454                   unsigned   \n",
-       "455                      valid   \n",
-       "456                   unsigned   \n",
-       "457                      valid   \n",
-       "458                   unsigned   \n",
-       "459                      valid   \n",
-       "460                   unsigned   \n",
-       "461                   unsigned   \n",
-       "462                   unsigned   \n",
-       "463                      valid   \n",
-       "464                   unsigned   \n",
-       "465                      valid   \n",
-       "466                   unsigned   \n",
-       "467                      valid   \n",
-       "468                   unsigned   \n",
-       "469                      valid   \n",
-       "470                      valid   \n",
-       "471                      valid   \n",
-       "472                      valid   \n",
-       "473                   unsigned   \n",
-       "474                   unsigned   \n",
-       "475                      valid   \n",
-       "476                   unsigned   \n",
-       "477                   unsigned   \n",
-       "478                      valid   \n",
-       "479                   unsigned   \n",
-       "480                      valid   \n",
-       "481                   unsigned   \n",
-       "482                   unsigned   \n",
-       "483                      valid   \n",
-       "484                   unsigned   \n",
-       "485                   unsigned   \n",
-       "486                   unsigned   \n",
-       "487                   unsigned   \n",
-       "488                   unsigned   \n",
-       "489                   unsigned   \n",
-       "490                   unsigned   \n",
-       "491                      valid   \n",
-       "492                   unsigned   \n",
-       "493                   unsigned   \n",
-       "494                      valid   \n",
-       "495                   unsigned   \n",
-       "496                      valid   \n",
-       "497                   unsigned   \n",
-       "498                      valid   \n",
-       "499                   unsigned   \n",
-       "500                      valid   \n",
-       "501                   unsigned   \n",
-       "502                      valid   \n",
-       "503                   unsigned   \n",
-       "504                      valid   \n",
-       "505                   unsigned   \n",
-       "506                      valid   \n",
-       "507                   unsigned   \n",
-       "508                      valid   \n",
-       "509                      valid   \n",
-       "510                      valid   \n",
-       "511                   unsigned   \n",
-       "512                      valid   \n",
-       "513                   unsigned   \n",
-       "514                   unsigned   \n",
-       "515                   unsigned   \n",
-       "516                      valid   \n",
-       "517                   unsigned   \n",
-       "518                   unsigned   \n",
-       "519                   unsigned   \n",
-       "520                      valid   \n",
-       "521                   unsigned   \n",
-       "522                      valid   \n",
-       "523                   unsigned   \n",
-       "524                      valid   \n",
-       "525                   unsigned   \n",
-       "526                      valid   \n",
-       "527                   unsigned   \n",
-       "528                      valid   \n",
-       "529                   unsigned   \n",
-       "530                      valid   \n",
-       "531                   unsigned   \n",
-       "532                   unsigned   \n",
-       "533                   unsigned   \n",
-       "534                      valid   \n",
-       "535                   unsigned   \n",
-       "536                      valid   \n",
-       "537                   unsigned   \n",
-       "538                   unsigned   \n",
-       "539                   unsigned   \n",
-       "540                      valid   \n",
-       "541                   unsigned   \n",
-       "542                      valid   \n",
-       "543                   unsigned   \n",
-       "544                      valid   \n",
-       "545                   unsigned   \n",
-       "546                      valid   \n",
-       "547                   unsigned   \n",
-       "548                      valid   \n",
-       "549                   unsigned   \n",
-       "550                   unsigned   \n",
-       "551                      valid   \n",
-       "552                   unsigned   \n",
-       "553                      valid   \n",
-       "554                   unsigned   \n",
-       "555                   unsigned   \n",
-       "556                   unsigned   \n",
-       "557                   unsigned   \n",
-       "558                   unsigned   \n",
-       "559                      valid   \n",
-       "560                   unsigned   \n",
-       "561                   unsigned   \n",
-       "562                   unsigned   \n",
-       "563                   unsigned   \n",
-       "564                   unsigned   \n",
-       "565                   unsigned   \n",
-       "566                   unsigned   \n",
-       "567                   unsigned   \n",
-       "568                   unsigned   \n",
-       "569                   unsigned   \n",
-       "570                   unsigned   \n",
-       "571                   unsigned   \n",
-       "572                   unsigned   \n",
-       "573                   unsigned   \n",
-       "574                   unsigned   \n",
-       "575                   unsigned   \n",
-       "576                   unsigned   \n",
-       "577                   unsigned   \n",
-       "578                   unsigned   \n",
-       "579                   unsigned   \n",
-       "580                   unsigned   \n",
-       "581                   unsigned   \n",
-       "582                   unsigned   \n",
-       "583                   unsigned   \n",
-       "584                   unsigned   \n",
-       "585                   unsigned   \n",
-       "586                   unsigned   \n",
-       "587                   unsigned   \n",
-       "588                   unsigned   \n",
-       "589                   unsigned   \n",
-       "590                   unsigned   \n",
-       "591                   unsigned   \n",
-       "592                   unsigned   \n",
-       "593                      valid   \n",
-       "594                   unsigned   \n",
-       "595                      valid   \n",
-       "596                   unsigned   \n",
-       "597                      valid   \n",
-       "598                      valid   \n",
-       "599                   unsigned   \n",
-       "600                   unsigned   \n",
-       "601                      valid   \n",
-       "602                   unsigned   \n",
-       "603                   unsigned   \n",
-       "604                   unsigned   \n",
-       "605                   unsigned   \n",
-       "606                   unsigned   \n",
-       "607                   unsigned   \n",
-       "608                   unsigned   \n",
-       "609                   unsigned   \n",
-       "610                   unsigned   \n",
-       "611                      valid   \n",
-       "612                      valid   \n",
-       "613                   unsigned   \n",
-       "614                      valid   \n",
-       "615                   unsigned   \n",
-       "616                   unsigned   \n",
-       "617                   unsigned   \n",
-       "618                   unsigned   \n",
-       "619                   unsigned   \n",
-       "620                   unsigned   \n",
-       "621                      valid   \n",
-       "622                   unsigned   \n",
-       "623                      valid   \n",
-       "624                   unsigned   \n",
-       "625                      valid   \n",
-       "626                   unsigned   \n",
-       "627                      valid   \n",
-       "628                   unsigned   \n",
-       "629                      valid   \n",
-       "630                   unsigned   \n",
-       "631                   unsigned   \n",
-       "632                      valid   \n",
-       "633                   unsigned   \n",
-       "634                   unsigned   \n",
-       "635                   unsigned   \n",
-       "636                      valid   \n",
-       "637                   unsigned   \n",
-       "638                      valid   \n",
-       "639                   unsigned   \n",
-       "640                      valid   \n",
-       "641                   unsigned   \n",
-       "642                      valid   \n",
-       "643                      valid   \n",
-       "644                      valid   \n",
-       "645                   unsigned   \n",
-       "646                   unsigned   \n",
-       "647                      valid   \n",
-       "648                      valid   \n",
-       "649                   unsigned   \n",
-       "650                   unsigned   \n",
-       "651                      valid   \n",
-       "652                   unsigned   \n",
-       "653                   unsigned   \n",
-       "654                   unsigned   \n",
-       "655                      valid   \n",
-       "656                   unsigned   \n",
-       "657                      valid   \n",
-       "658                   unsigned   \n",
-       "659                   unsigned   \n",
-       "660                   unsigned   \n",
-       "661                   unsigned   \n",
-       "662                      valid   \n",
-       "663                   unsigned   \n",
-       "664                   unsigned   \n",
-       "665                   unsigned   \n",
-       "666                   unsigned   \n",
-       "667                   unsigned   \n",
-       "668                      valid   \n",
-       "669                   unsigned   \n",
-       "670                      valid   \n",
-       "671                   unsigned   \n",
-       "672                   unsigned   \n",
-       "673                      valid   \n",
-       "674                   unsigned   \n",
-       "675                      valid   \n",
-       "676                   unsigned   \n",
-       "677                   unsigned   \n",
-       "678                      valid   \n",
-       "679                   unsigned   \n",
-       "680                      valid   \n",
-       "681                      valid   \n",
-       "682                      valid   \n",
-       "683                      valid   \n",
-       "684                      valid   \n",
-       "685                      valid   \n",
-       "686                      valid   \n",
-       "687                      valid   \n",
-       "688                      valid   \n",
-       "689                      valid   \n",
-       "690                      valid   \n",
-       "691                      valid   \n",
-       "692                      valid   \n",
-       "693                      valid   \n",
-       "694                      valid   \n",
-       "695                      valid   \n",
-       "696                      valid   \n",
-       "697                      valid   \n",
-       "698                      valid   \n",
-       "699                      valid   \n",
-       "700                      valid   \n",
-       "701                   unsigned   \n",
-       "702                   unsigned   \n",
-       "703                      valid   \n",
-       "704                   unsigned   \n",
-       "705                   unsigned   \n",
-       "706                      valid   \n",
-       "707                   unsigned   \n",
-       "708                      valid   \n",
-       "709                      valid   \n",
-       "710                      valid   \n",
-       "711                      valid   \n",
-       "712                      valid   \n",
-       "713                      valid   \n",
-       "714                      valid   \n",
-       "715                      valid   \n",
-       "716                      valid   \n",
-       "717                      valid   \n",
-       "718                   unsigned   \n",
-       "719                      valid   \n",
-       "720                      valid   \n",
-       "721                      valid   \n",
-       "722                   unsigned   \n",
-       "723                      valid   \n",
-       "724                   unsigned   \n",
-       "725                      valid   \n",
-       "726                   unsigned   \n",
-       "727                      valid   \n",
-       "728                   unsigned   \n",
-       "729                      valid   \n",
-       "730                   unsigned   \n",
-       "731                      valid   \n",
-       "732                   unsigned   \n",
-       "733                      valid   \n",
-       "734                   unsigned   \n",
-       "735                   unsigned   \n",
-       "736                      valid   \n",
-       "737                   unsigned   \n",
-       "738                      valid   \n",
-       "\n",
-       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         commit.verification.signature  \\\n",
-       "0                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 None   \n",
-       "1                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 None   \n",
-       "2                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 None   \n",
-       "3                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 None   \n",
-       "4                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 None   \n",
-       "5                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 None   \n",
-       "6                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 None   \n",
-       "7                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 None   \n",
-       "8                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 None   \n",
-       "9                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 None   \n",
-       "10                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
-       "11                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
-       "12                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
-       "13                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
-       "14                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
-       "15                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
-       "16                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
-       "17                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
-       "18                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
-       "19                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
-       "20                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
-       "21                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
-       "22                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
-       "23                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
-       "24                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
-       "25                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
-       "26                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
-       "27                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                None   \n",
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-       "304                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaBXyuCRBK7hj4Ov3rIwAAdHIIAHSzIUXFBqqziBkxZnXVjo7t\\n7Qp5FkryT3mnPD2GY2NyxhhHAhO8xBGVJqjioCbcSqKUskfeNmvDLIhQhbe53xwl\\nINCOlEySEH6RBr5w/NSEKJ8xas09TcC5B3W1N8qa3ELS/zLWaTFuyttwtI6CdDdE\\n+OlIeRgEdxUk7bJcGu4sMRNuOgd9U7x7kn19CRkG3T8ay5vaHjrUdjC6/zQNcIPW\\nQKA+WY2ig2cvZGO5kyx0PVPvvuhzPcooNC8FnJY1K8wMB0t/UP7BAYW4j8ERZpJq\\nDkF/agiZCouEWVB8Tq2vsyq/R4urENBPfIWr/wdLtQ7ymZFLe7f8MSpI0zFGN7k=\\n=6nd4\\n-----END PGP SIGNATURE-----\\n   \n",
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-       "307                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "308                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaHG2DCRBK7hj4Ov3rIwAAdHIIAKqL9Fhas2xguqHJBwaHJSYJ\\nLNeBIlf241E1oI6K80Pw0RTbk7VtPwndA7eafb52FB3es7aWaEEDOCRS1b385a9r\\n4m1Bvh0j73d008SQAnBVlH75Hfkm5r7XmDjnnU7BhP7bmyCSzH8ZEaDobjXsC7ra\\ngb/5PtwX2i8w01zHQEt/7EmuntmsyJbdy7ySlwSF9Pl28EI2jPgYm3KfCN2T/exk\\njnASnwIZmBmYRxM8t0S/foq6Qzq93sRKXeoBpi+GP0t5otGxOpq7OA4e5+Ywchdm\\n6/60zkiprn6i+0GhNVYeZU5ac6bFNjOxK9pF0bOFlBxfvALYAKX3yPRiC9Sc0e0=\\n=Krss\\n-----END PGP SIGNATURE-----\\n   \n",
-       "309                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaHG3ZCRBK7hj4Ov3rIwAAdHIIAAZduKimykHEu82uGtzb21wE\\ngQC+89Jzy+7fEFbuKsSu9O9AMn7DmVHilSlwR/ZI+kwNUSkPnPbihOqS3iRCkMa5\\neQlab7u9e/eESZ6Nh7WKQWP0axRirjGu3XtpDcv+Uw9Iak+2WL7T6TTWx8+6UEiU\\nq4ZW2MuNEP2aUOjE7WlXMwMwh5103erB/DWHxXYSSaYpTDCVFwWdMSc4xaOHVhBW\\nwEXC97grfLytv16h9Q+pUjfU4prRX6oP23FEDApLRHzhb/7GAAD28DprM1aMuo4R\\nfN9MHBvmnr3eZ65JdiWiFODqrJl2AOSccceS/WAsknoPyekJE/oS6Lwc+udZf7M=\\n=Wsxl\\n-----END PGP SIGNATURE-----\\n   \n",
-       "310                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaHpzlCRBK7hj4Ov3rIwAAdHIIAA0QQcHJsy5UWWpZdL2juJat\\nqwv3uDJOGYapIGrcTRnKhm9cEgIm7QNBhBslQQ4S4YWAi/zmiTixRInee85FtAvm\\nUv1ZV5WH4xH+6hH07asVQoEA48ewfdKlTfAZ+fJpUG616GcyMYp+KJERqvOKpDba\\n1UL4v2I5UC3K5CyOULjr2Kntw0y42pOcRJXsaDzeKoUG3CWZob/6xLWKOouhNTrH\\nAIBu1aH5TIMpWQzktVm7Dl+AoZmOr5CPYJfrmhnSxgiaQEKHuyY4otNf0ygnAq8x\\ns8trwvXb1wb+YxdgukD8uRLpgMwsLA7Y6lfqsxfHGn2ylmyLuso5Q6BzwUSX9GQ=\\n=6c7n\\n-----END PGP SIGNATURE-----\\n   \n",
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-       "315                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaHp7rCRBK7hj4Ov3rIwAAdHIIAG0xTQONDKlOfWvXixyoRy3f\\nuR0rMGxonYgVWwLkSdDSbLptQq2R7PGJoOvTk0YRRzQI0jOk0u8D2h/af0kgV9G/\\n5uGvHawOT9P/EBdnWHVsvjYVNw7UWabLzB7xyB9Vqlr+vvVrCacFjVRl0PbmtsHj\\nt+P78jNzQp+QwdeohUMcI98M/hvUXijUPmsJpzfaw8hKlyNv2c9A3S7WsIF87XdD\\nkxeu5eh09IkrcmyKKfb/KskXGZmdBxVHvXBYIUDGAZGvzVnNxFrrN2Vis7gJlMwB\\nFFoAlkypFIo3fuM0vVUml78HPdvoA1a2IRzCInJczqyeE7jtchYOrYhI5KRPJms=\\n=ljsF\\n-----END PGP SIGNATURE-----\\n   \n",
-       "316                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaHp9bCRBK7hj4Ov3rIwAAdHIIALHbvfM4vs0e7fw7xLZQ7AEH\\nLthlCLY8lD8rs6BvJmCw2XfJ1oOljZBR4AfIbrC2mCFS0fnG/oJOoqMWa4uoXQ11\\n4gEAaKnW00jRMtb2WHz6NqG+YD8TuUHHGIQcJL59hGLg/Zcl5/NuyHqXQgb2wU3n\\nJHBqi/ujtlZn3W8pZxUaDPZHWvufw4cZ9KFBKh0JWA2ctIJj2EZSQ5TfGmDQR+In\\n/V15orZ2dpsZzm83ygQ+7axo57p8289hzQrbaypdGIIQGtaTJH+ftNGHcZHNTW0t\\njKqkZYRad69LuqjVd8TMFytOlayaSgyf8cQLAQ2EezEnvAQIklZrWJ1H6ZfpwHA=\\n=rwv4\\n-----END PGP SIGNATURE-----\\n   \n",
-       "317                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaHp+UCRBK7hj4Ov3rIwAAdHIIAK7CSBh1QlsK2BPYMjd4eRm3\\nSCA2Ts2kEKG5rliUVNHtxeylY6buEy1j6nysZLFqP2rwxySiwm1X6Xk8bk/t1OUL\\n61keimq7Ds7WwI5VAnRsZvBwUkQKNVUb9PuHgmgn1rrTDai1scnOQhyNTwdWBxIe\\nrm2u1wHaoO+dH5d7c/f7xWwUUqBgY8q5pssG2297fuWVQqGQXnHZH19RdNmAwdsE\\nFTZUQ7BjVTlX/eWMQMW1OMxp3sOp1TwBlAFOKcRFrmn7fSEZTt+hmxQpiy/NFPhI\\nB4KBXkJxH/P20nWONBik+PpJIaGtV/bk1xacYKMNtskNlWn3ApCYscKDqD2AFRM=\\n=ILSI\\n-----END PGP SIGNATURE-----\\n   \n",
-       "318                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "319                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaH9eiCRBK7hj4Ov3rIwAAdHIIAFReUQ2NLBSD3EiPCSwfAPx0\\nkVxDOSYibtPY/UT1kIkxPP9v9qwl/fnqfmDNWlurII16zUZ7j4duqRIHjeg0YDvu\\n+WAJLdJuAtaLlVXuWxDRCI+g/7Kr6CGEED+QcucdKvdITcfPY/XzNCiBOFKTt6Kz\\nPG+jiGwMb0uNqNM/AohE+RAyx9TdARgNdLKNPQMHrMOrLmv+Cr7eBaD6g7HLNgwp\\nnvc0Y/UPIU/JwW3o+FMEnUvo1bbAmLgnYPgdrm6VuzhZ2lxKUbh2JSakN8K4rWwe\\neW7XxWK5WB0jZi0cJJ6w3EBwuVlDuktNRCZaJhXidPqAvdp1Iph9huiqwA/EHFo=\\n=fVg8\\n-----END PGP SIGNATURE-----\\n   \n",
-       "320                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "321                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "322                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "323                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaTMAoCRBK7hj4Ov3rIwAAdHIIAGzZq4hb81Tw83QRrgLMtXU0\\nQxybPt6qCVKvggUqvu2qeoUs5Ty4QDi6gubNa/jTHD91p3DI2XnM68QjSVPmKNmm\\nUkIJV//ADBQYdBMT3Swf8d4/ZHY4qnm9KyHaVKYjvFB9vLmM3D7ABbZhISvDAYg+\\nYEVQ7LqYkcSIC2L0LBN5XUFqzYV41L+rtXd0tiHIDJ2QwPBsLCz9GjBM9Dki0RuN\\nk7jghutG8PgLambuQYYASfkMp0Qvd0+sTOfT5fn9Irn8yro2ozLlheGBc9Tgsq0d\\nL6s9q7Zq4Nk7ZLHfCNzLzl6rldnnTc2/laeXRDmgB9MhlqwY+QhDJLS/8cYwLIk=\\n=sAs8\\n-----END PGP SIGNATURE-----\\n   \n",
-       "324                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "325                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaVeqLCRBK7hj4Ov3rIwAAdHIIABb6EAMNublJ0WZf6xSMl1Fq\\ndx1Y1lmtxtqWxHC9/oiOrbZ3usm5k/sz+mPFyEQvFpzpy+iOmUsYHgpknrh/2+Ip\\nTRFGhSKNysw3RkFGmPe9xyzlICcV1vtp2/HgVGZoJavwVUiqY33xAXzIgZ8mf406\\nWMpvhMfK14UVVpDpQc6L6IYwT90CaRBsgrV1e4Ar3UTF/fSJS/pC47Q8kIkJv5J/\\n64VolJpYNz4bNsicpzcsi4SV9LebG8ipWJp+mkO86jpOjR87rO14IOQth9qnaVPj\\nlVnQkglz/eHQvjxFJ9IGokvTR/nIBg76Gk6Bbld9BAxvs7Miwj/WFcrb4/MP4tE=\\n=OjFc\\n-----END PGP SIGNATURE-----\\n   \n",
-       "326                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "327                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaYdWVCRBK7hj4Ov3rIwAAdHIIAAxh+0bYvvvFnIPNP7yqEK34\\npzhcV06jlGUrXnOt7nl99HOKXPL3tm+x2h+9LnOg2RItfovzVtHapqtnoLFr1e7+\\nf7C/dofLT2b8k35AeXgPVCRL+WfK30cbj/Uf7ARkBu/K42v5Pg3/fYxqWkvlGPcs\\nOdo2NDgIJWq44JxN6C97X8zhxXglWvvmvcSVGWIKq+u1JhaN2jkTw5HqU4qWowek\\nPb+KLQYZwCzne7UJttNSZLxMeLBW0QjDrRVu3OrZQ2/Tw0HE95LcQwixmrQ1YJ2b\\n/k8sH89k1ak4bwqDqj+7P2TfYo3h//aAuI6k7AtJ2fRipNOLjEPndnMEWncqAl0=\\n=CXpF\\n-----END PGP SIGNATURE-----\\n   \n",
-       "328                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "329                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaYdmjCRBK7hj4Ov3rIwAAdHIIAHMcioe4liKGUchMg+cJ3CIf\\nT4TgBuBHxr3Jt5Wqpy9SNn9tepupr1C/iO8mHY+S0bWPrRQF5lF7V8dK53n/IL8z\\nfYtNaWusYzSyiRIn5XaljC2jcE/oBlPOjD9zK4avNvsSBjAN72OHde3n/+kk3DGL\\nZbT6WsZtBSQ4tHJGWyjsRLQ+OsgFTxVH/8vslv42IX+0kkntVmCjEssaefZpZ2kF\\nHYYI+fnFF5QXIf2/ziw/QvEEAjOzMyUZHxOPB/Og9Z46WNe9V/Ecu7i1gX7aNpiu\\njc9o0nPgTRg6XQd0YpAjwpHs7Y7AFkMcly0mSO4SUoTGH+pmmk7zQC8njw7Yclw=\\n=V3NE\\n-----END PGP SIGNATURE-----\\n   \n",
-       "330                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "331                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaYg6bCRBK7hj4Ov3rIwAAdHIIAD6ZSn1p8n+WTa/qRPkYQ+o0\\nkwDjkLBnS8aBjE0PO0rXngNB7KTJF0Qa29TfUS8S8L8xBFaGC25II1Np5+8Fz6uD\\nGwq4/mT/DljmMyg82Nm0eJApTZU1ejMqGVUy2LaHYT4WYSiZDuLPhonwZ4IQkxpK\\npoakkSMQ8fkWtR941blYyhRobQR1GQ2odTEI/QLiXsi8510RnZ9g9pL8X7T8NTBO\\nqdRg20tcxaMBqlrFZPlkgUmqc+TM+1iPNGHCifg3qlOpwm6WkbmkHHSXxHzZ7WDY\\nK7bUuPaVcLQNY1fZfbkKiK5CBJrcO3bLpQIS0zKwlkih0q6klkKFe0kKviQT90I=\\n=LjAM\\n-----END PGP SIGNATURE-----\\n   \n",
-       "332                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "333                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJaZbo9CRBK7hj4Ov3rIwAAdHIIABIdv1ykGq/iNQnIWECErsRh\\nirT+iUIwOwy8zV+/fJi23UUTQCk/HKwQMElP38Td5DLfF151nXcTj6stU5YbzPll\\n49k4APLM3amsQvOO8woMFldrgF+tIWIWswNb1rnPbLj+iwveAPduJND1fI0yiWpS\\nKF7rI/LuuPhGm+TE4OBqYrxT1iTJDP5mvc4Ff5gqBcsyrjnZGr3MUipiBLa/N1Cq\\nqxkAen0CqwToyRMBvDzjq4D12G89dJRBGHo+rV+43gCvOUak3Ui1Nf7wzsaQxkwb\\nPr7K5XzTZqXKHrMrl+AZRJFIyZopVyZO5tFJvboMfjtsLsol9iiV1luVXqQcMnk=\\n=WYrt\\n-----END PGP SIGNATURE-----\\n   \n",
-       "334                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "335                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "336                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJagsLaCRBK7hj4Ov3rIwAAdHIIAD2EcEyginDQROjXg710HhYv\\n7bxBVoXHLE9A1ZO6hXlbQxv1e/BZYz7iAKHdy761F0reTfjbx8QZ31/BvZnSVoH1\\nloUbz8wtvAQPAK9OSCgB1JR8MGRSHV5TvRfNzgoAFY65GitrswBWDUrOEIHb48bW\\nJ6yGdlv3kw5Li+uEcj1caVwWIYizNJKUbjmCF9FXjUqsuDS9XxMjXMXpjWCI9wP7\\n/AYZ89gYPbcT49BEOEgUG6tRflE6xUsu6xw+CzffAGA9bu3WguNIREbP3ZtvWg3F\\nOfIe5H7FUe7e0HLHmPskaVfr3JhjphZEFYl9LHUMeuPFISyfYkd+8sCDThPQFGM=\\n=NvIw\\n-----END PGP SIGNATURE-----\\n   \n",
-       "337                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "338                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJa1hTwCRBK7hj4Ov3rIwAAdHIIACdmdje+l4lrmK3tjt2psWuD\\nKlI0mw46Ust/AQ/15m6jZvBIl1mat5Rvddm6npOh9XHtaaghRCDePxpSPqG7RMBm\\nUtaIPsWIeqX7e4EIM8jWrgM3aReTSTUDhnIpNM7fMv9xpKiQLt9Y1d0cnMU8jwtw\\ne0avByC/bE0QOgWQRodzIVgDlnG+5gHBgipGjn3HRHlaGLEsh7EJRmAkzCV8hQG3\\nW1C6vJ7upWMdylQcEfdRjBJ6V/hoOZm9KRrTZLZOdcpg1F/LIf+avm/I4OxyujXS\\nPvGy8MiKykWABhbDYOuuWV0v0PsN9Q+moLgkxvu72rqFyMZ8Qu9nrIZz7TyIoGs=\\n=sXsC\\n-----END PGP SIGNATURE-----\\n   \n",
-       "339                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJa1ha2CRBK7hj4Ov3rIwAAdHIIAKeH/w5cdUaTGAVP66qPVnde\\n76+7ZQ5DFEWuLXFjRLbgoStpycjX/fXMiI25qOd7wKGQqbXTa/jdROqMZznUEvJ/\\ngYHsEP7ttlIKAw4APyjkbVDkLpA1LT+OSxIaxpoF9/U5kkfF/gdQOMRFj7rO02d0\\nr0M7hBog949F0gMZFlvF1YvzphmukleqmhVaLAgcPZHiUAmdJ1Ud80gkEtRtL6dN\\n5uWTlNImi0tEpmEpcWeRcFx594IKHzuh/EJc9qgpeS7xwfMTOy647/I7uxCkYc24\\nD3rtwe66HQRIoZ3XqVBhjpDylsngNB7/GcTA9oNmFjQTU8UDjJ2H6D8BXe+v6tw=\\n=dtxx\\n-----END PGP SIGNATURE-----\\n   \n",
-       "340                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJa1ha+CRBK7hj4Ov3rIwAAdHIIAKch1TUcDPi+KxnkJCfLQFGg\\nQJ7wgDUJ4j8EbF95thd7YFdVI0wvR3eRZEh40FfpgJ0ww8UludG3l0eJ4tI89pFw\\n/2YA1nCZQv1ThsZhGGukwlp+ulQg1SiwAfr3RMsFXX5Q2Tv631UDz23SHbZD1I8u\\nJ0/8eSITh7iPsCO17zih63gsfkg8ifcwyLEXGalkeh6IdJSffQCHCu2gFU3q87LB\\ns5x3DprImPyQP1R+aUfT3AP2unpPQKD0n1bCp5F9n6vg3v1dm2CxdZSIW6DyaYFr\\nTfA5x3TcwS6cfPOIiVR+JlYuzHpcJxXoojNygq/5Y1uy13yUjv2TdAqalh3dWdE=\\n=izbZ\\n-----END PGP SIGNATURE-----\\n   \n",
-       "341                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJa1hb1CRBK7hj4Ov3rIwAAdHIIAKiy7sX8XD57ody/srfe25/6\\nyOZcDVnWIH0LqEe5a0VEiMh82QJwPWx1nkxeBJReJKsL2CoWnUjQdZcTg8r1GSrO\\nSbdJaz3r97aiGhH4xuYRC93tEgNYMEC6Ugh2oDhGSh4N8vZGbuwNwUYp7M7XBTP4\\nNRO2ncXUJWyB3L+uDMjwMMgv/d3S9379Sk6TB7vM/28OOkYRbXfnZSJSqkQV0ghI\\ntcXXsss+ljoJqCkMWK1O5M0FfyLPfKhh9qb9Mg6VCHWBv+AgvCzDLx20UvhShMUr\\nZDsC2YBtv91BAP1yNYe4NUIHQCjdBWyTJ3g1oumnt292b6VD3a1YxCVdVVCUrlM=\\n=b14x\\n-----END PGP SIGNATURE-----\\n   \n",
-       "342                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJa1hb8CRBK7hj4Ov3rIwAAdHIIAAEFgABiEx2i9tFHGSztm+HA\\nDcN88KsAqU/HfHIocLGwgQuDb6K7NOSXI/CJeTzO7baRxGPegoD/D+suTr455NnC\\nIO3QfnmwDo+iu7X43tFV8dGHhhzhtBzeFesgjK4J42td8s9xSCfeZZJWWWEwOf6E\\nm5NPKV9iN8vT4nm7WpfO0y4ZKqxGolQL0eXuSq+3HxlWhkPtGBTPhVDlvbGA+vyZ\\n3+F0/5bR70g+Pjhn1iTrmGQioGEO51Xm+YgHPrjNbtRHHcyeKsyfsfPtjzZjgxpC\\nkN7pkb/i6E++naSkOwuBEVWAz+nzJJVVyP3yIR5IAHKAMkZdTVnjjrzMOkLA5Oo=\\n=GRgJ\\n-----END PGP SIGNATURE-----\\n   \n",
-       "343                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJa1hcICRBK7hj4Ov3rIwAAdHIIADzkxtGE+4T5rHJL99NtL6xO\\nRWQG3ti3tCu8qxQEImcM406Q5DSpgBwBa0SMf+C6szXKv5JpDlIY24O/HrYbmeCi\\nNdyXxyyvt36kffIS96CIqxMUXSIKkILtF60BP5C0TtFXyHc9iCzDNWhjDE2keguJ\\nr23WzYZGTxKvL3ZCI0CSB6LZsGhvIDNp+L8gLjcf0HDi2c52LDaegefNhJsjgy1a\\nNVwuvHqzSZCvOOyMhuO/FgkcD9pJo3jCYhjDdIgXNVaXl7pDpUsTh2jwpNEolz1k\\ncd/ZzEr67KIRH3U/cRNkWp07TDTMAAKdvBfTTe+xBCxFfT1nObQqCHiIrZeQIYA=\\n=iw7o\\n-----END PGP SIGNATURE-----\\n   \n",
-       "344                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJa1hcTCRBK7hj4Ov3rIwAAdHIIAHj+2VKgsXdtx6hOOQb7/CHy\\n9KNZNH4LWnuMhlib9+c1ONcsk9aKNZkPD2EGE4ek61pdylrPy95fxllbir4GWDz7\\nVeLsuJcXL/rhdYWtxXF0DKmtJhU+ZukDBVTH5/L1EAEksp3MG5ISRQT3euz3+bGL\\nBX1cbRcm7/EFcB14KGjAiPvqwRqR2k7NLb33GecJp5kJge+6Sr5afQjqlp64lVyV\\nRKAMkQVkIwqlWKGRI+kVx5P7ZBcfrFbdXi8XE3liAHyV2v4aid62XWBK3vmyzCMP\\nDp7ZSthcI3ft5Phb1AvvNBNpBQgBwmCcLEwThg7gOSWGw6rm5qg0JP0amrSBcvA=\\n=xhFm\\n-----END PGP SIGNATURE-----\\n   \n",
-       "345                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "346                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "347                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJa11pBCRBK7hj4Ov3rIwAAdHIIABwhTDfVJKbrvlmQymS4sM2F\\nAI3UePG6ggvC8hfBH8ANu8WZZ9BEY+F7fcQCwtsooYT4o2rE4lCAf82vWBykWNYW\\nT4xdhsPXF7ipoPAbr1UptppfSfEZZ16Ke03fO+nSzfsq5plFrYI2ZXrRjKdDGiCu\\ntgFXX/O/8Ah4OKAJFjHHW736+4GPoq8lODK/X48pNOr30gKHMqjeWfyO/DHb+vq/\\nKx31CpI2JhzN+clUyy8DGcnyWUeO9akr7MjkZK/R7HOXrx/6/lKKArzIvAAwW7hr\\nhJt7Hx9HlR/cDhDm46pqqZiDYeS7NRF7jvlVWe+LBciA9aNXfPqgrc+M9/Z8lwk=\\n=psmd\\n-----END PGP SIGNATURE-----\\n   \n",
-       "348                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "349                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "350                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "351                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJa2flSCRBK7hj4Ov3rIwAAdHIIAGIDJDb/U6UEYuhg/kq+i0M2\\nzxZWlEzkhHo6C2cKlbecDv9zHVS63eHeoTvZ4RU8rexVRV9805mEnLWQ0dd0g8EP\\nzqlNZOUiRbknNx0CtPUiuDMc/Q/jdvtiVdnI2EM8ldImA5/PJ+fB0VyoAt/gFSzS\\nv/WCxGxHFkraEympoDlu1nu3KLE0TLVJcXlHN5ENT2+n5LJgn9xmCpGXr+TSpo/w\\nOcznhwlpFVpLmlH1lkTnuW8+rQFfFAxOQnr+U8ycXjTrZbNiXsBl7hB/tEdv3bBV\\nGpzE2eyMdxpfJC22xM8C6yxrsSPXd2oxRBXYt67HVJxH3Rqi2wniBcISs0g4LOg=\\n=qZUr\\n-----END PGP SIGNATURE-----\\n   \n",
-       "352                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "353                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "354                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "355                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "356                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "357                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "358                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "359                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "360                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "361                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJa4xPKCRBK7hj4Ov3rIwAAdHIIAK+NybKudA+DInLexGKVE7a4\\nVon3ifClelFYeyeiAuORaysT8rEGmiOrMBJdde+i4IHhCmu7dzTaMervPq2+qlA+\\nB3qp5Pii5FbpO85HXy90c5e0t78LS3zfMYqhIjNmG6w4uMs1TSHTp80d/N3/GdV8\\nHLLYjRzb/tZ9r7BgeS2xpBEOysrlS2eS/cL/AwZDXEWT2wMnQf+GAJrRXgpD935O\\nL/iaZfPzZ38aLJQ1kUh44GHaEnjFKfFujtPvA59KDYPL6pfzuQ/Mr70Dxx+pfQgb\\n7svq+nHTW8TruydoPtCSnvXGZfQC78zy31Kcnxrjs75IrBGk1On849wDDBLKMPY=\\n=0A5l\\n-----END PGP SIGNATURE-----\\n   \n",
-       "362                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "363                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJa7DcPCRBK7hj4Ov3rIwAAdHIIAHf3cCfS331L7hDGmQT0g+/Z\\nquurxO81SZTVzW/5Zocz3ghMsP/bJAAZgG9UYZ0TxdKI0phoTgFKnR7u6u82FzOj\\nxHuq1OAb/ViYWVkOlNL6jVFU9g589QTSxcEqyrebPsS15LAJ54BFVv+00cMYkXNw\\n1FjRuep9kxhFKgPvaqjrClbHlJb+uX+gWSdhNzREi5Pfr4jGr5G5dsusoDp2NRbE\\nRwx7/XBhni2/4yCdXCzCiDDdMeRmlLzSeb6G3nI8gJ5UETX3Ms+ulPGtbMuIBF94\\nM5/AdMECDIDsNGHVnwQ8eQBJnlqtRaVXrejG3ItFy2bMUxdCWaisyxv7nZb2k+k=\\n=R61z\\n-----END PGP SIGNATURE-----\\n   \n",
-       "364                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "365                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJa/vMECRBK7hj4Ov3rIwAAdHIIAAQrvsw9/g17Dv0oV30dUtP+\\npWdiT9pyOEowSlUAwo/vA/o1SbVmDThwRhHUUDeCZwIz8mJvt664VYT1ZXFe9SEJ\\nGNYi/NO/8b1TLqdefyaxnp3PZ9ogKugW6jx/SvOWdXVwjuM0NxVnjz5G7NQqcKx9\\nEjAayHCmFX91qN/xgC2y/sDlZqcRb8pGPqLJIb/VN9g4gLHxM/uadK9b6zFsTXN3\\nXJLXcJ0skRwxUnRrGfE1i0ka5pGHWHYU1XqYJPvK1+jtgMX1+kw8FSXQf8A9/SDp\\n0JlBvJSaT5SsOZQ4z8TFzmw44/ZAjgxRiJ/sCO2EIwcdLLOFCZCKtvWcw3uF0IA=\\n=EAVI\\n-----END PGP SIGNATURE-----\\n   \n",
-       "366                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "367                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJbBCCaCRBK7hj4Ov3rIwAAdHIIAJe1IC1F6eacMWoqqlfuon3+\\nnu4kydBjlgE3DVqBsFnqzkR5jwvvPZhJI+QaOBMH6Sm8cnz1MfEO1YYuJfpGBY8a\\nVSp3U1qL4xCpwH8AnGE3dcZ8FGbGl5V6ROdrp3MuQipZ0sPZAnsoSMWG5S6MZZPk\\nonRG2yGOM7x+a4IQ4m1ijk3PCFOqxTzfAOmsHN/ZS7mlyM/OdWQ7mZ6YoKtp2Jcb\\nEKVOR7l/w1/UzaHnp51if6EyN4HSMwpfVQ8tD8n0sJ1WNu8iRCCFLBJJ0ow5+eEm\\n3I16rItJCtI4qA9R2uhwexySOJTAys+FvAruPILKC2MUJ2QLe/kBXoVrD3po3P0=\\n=Zmk6\\n-----END PGP SIGNATURE-----\\n   \n",
-       "368                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "369                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "370                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJbRevRCRBK7hj4Ov3rIwAAdHIIAIBNPzBAhg38zxCC98mwGtD/\\nS9i8pQ0E3o02NGBvNLSMmjz+Wap7p2e5TTq249Ge47bHj25Xs8IbDeii08WV4a4B\\nwwOmdfuCuuWKWJUAJutRLs/fdOySgVhTpUZZwahdM1RDH+Nr+7/wI8bJ+jV45RJY\\nTvB/uU+sp7LKY6JfVxwMD0M5V90irsBQ6klgE7vlLcS3YRRfh9mTsGEKrsZXmTOG\\nkFksGQJs5uV5EIg034lFqaomnOPJtQLVYC0GI44QORa4+L+MxaLONXKs14q42lAK\\nQ3sWQgZWo8ObaFKs6Ogqr2NT40Wa9KHN1h6OKW4eBbvRAYoTnNSBzBCedC6eR4A=\\n=WHLN\\n-----END PGP SIGNATURE-----\\n   \n",
-       "371                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJbRewICRBK7hj4Ov3rIwAAdHIIAHVfK7lEcBA8xEXUvD5eGEnf\\ndADtfL++ASy/oZj4UuoxsAHIso4BgpvrX9fAcbDnRo4viTHYXh4LN460dx7j2kJI\\nHoF4h0dA97mstJodEJYnJch0YyyOZm1XEE/vlYtOpXBw7as0WrI5/cRTODGvR8HL\\nKS3DfAq4R9XXLFTGxUv2T18TqOjewn74yfrB2PhF36sQzbE6VHgI9lMXgebpSy/w\\nGZaXBpn1M4hYVFmM0P9wSbFc9YFXEZA/2bN37FMeGhKRY3EVjafSyhjmx/sUw5H7\\nXQqmChEApBO00vNTyTbIyK510dhMaJEGEaoHcWDNbTOKWtbZdeR7uOKp6lWFzxg=\\n=6gma\\n-----END PGP SIGNATURE-----\\n   \n",
-       "372                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJbRj6iCRBK7hj4Ov3rIwAAdHIIAC6PyFJp/T4PT19MPmBYfB+P\\nF/Uv6OeMcFiLQP2a4FEoItb8S3KacXmgf//4iKZ/ngWdbW1newWRVqtalBowXOhW\\noONF9gMF2lXCGcCZwC/gl+qOe98V19bU2YTsxy0hwJ7nbSxdhINQItvdaZp/Z41h\\nxA7UT2gUmPHfBs4dps2b0/wUW68lEy3VAXVZhhmqwmmcYlcQBt2O3ekF2rWn/b14\\npO6W/KJiddFLDM69EH3I9ZcW2+57aoYY/tpEB16S9V+86olVhD0FMYAAqsZRpb0Y\\nE0pDFZbU/2dcnkjTjNBuAgeUkfozI0+QTo7gUSHnfJYFs3ggcyl+iZkuG2TT94s=\\n=Vhdm\\n-----END PGP SIGNATURE-----\\n   \n",
-       "373                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJbRj7NCRBK7hj4Ov3rIwAAdHIIAAMi35bpg6GDXlDzrOP3rD4o\\nEG2jI7I94/Z8o4YrA34erigU/LpUEblx5cxTKAHXIKq6dKL8RPqbKsDrlVNjZd/B\\nEtz5kJBSy5LYET2FFVHKFncmVtKWEaoyzBgTDpv8Es1XDdBd/ToTgMmwo6gTVAq3\\nC7Qg1/nUxrJ8ceuElzhOEZwLWiwf4FoJAVVy83uc9SX+rdqMFa48frS/P5Zm7u5u\\nldsMofK7vMe3FdNZSF0YIbKoax2AiXplus6sD3pd9RRWCIM16+0uu4jjJfAWyfe1\\nXR1VAP+XtABvk+C8SbUghNna8XKgyDXSihJI0iFv2ztd/RYOOpaabi7boI+CyZQ=\\n=VPjx\\n-----END PGP SIGNATURE-----\\n   \n",
-       "374                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "375                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJbRyRzCRBK7hj4Ov3rIwAAdHIIABq8ETUH34S1gSC9q9seEtoY\\nHd4eKb/3kr5pR3Vx+OlWPvqo8vyDPjvzU6lhgPenHtK6dg4lC1baS5RNCrjeutoG\\nLTjdzVcnKJxkK7GBx3N1fsFVEtgXr2WFWBNs6SOdLPL/OqKwCX5EX3dZc3uVbOpS\\nEzgkN4UbECvpri+pvEqYYPTCb9qilQCLj1O/RqZtfB9CsBJIFKQ21OdvPGkW76dF\\nPnuZitiE8dtLhB86nie68nsgZzHgmTZQT44+uhNrzuM3xSUnCOdvs7RaPXUdjyvo\\nUTl4ZvW9AG0MNyAfuZzT2Y9uDVfh5S+kq49wPpIvIg3iQA15BHzzv4sbPg7v6AM=\\n=Oe19\\n-----END PGP SIGNATURE-----\\n   \n",
-       "376                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "377                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJbTJrfCRBK7hj4Ov3rIwAAdHIIADOGGHhu9dopWsU8BZ9JN8Kq\\nMs+GzYiLyOY8TUDyBpU00ZMiLA99q2DMrq63R9pPTNKpeBZYRJ96eC1uHk7iNdeT\\n5LjDyBrUhwq8LY+OwTTAltuhPaDGSiv81wWhA4QOtv05Wyq0/DZoxrAi9+P6JiSu\\nwVQFzqjO8Y27QTG68F0XoHYJFRW2GayHJB9pMY7/whRlRCwNXXvGJNpwWw00g5lR\\n41LyPO3/qvHk6umCOHi77jrQP6lPPNoKX84eJ3v8FHDybc2eV7adh5NiQ0IoBeqx\\nnrZ/qoy3lOhoEc6JKKQzei1dqAZtI3S1UWwo9WRiKAt/zyUhwL8bKqfGTLVtZvU=\\n=S6kP\\n-----END PGP SIGNATURE-----\\n   \n",
-       "378                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "379                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJbYDL9CRBK7hj4Ov3rIwAAdHIIAJ092/PxKEtB2CqxYWDY8xD2\\nTjGeAr3QA2omjFcZGGbrb4O2+28lyTOuK9vI8NUENS/EyXC3BUQNcHnwFnjEe22R\\nZgN9+YBNqwzVBFJTukkvREgBF6SvB0mzbyGZifllG+TtMMZn5o0BKJCq286AQqhk\\nFU0RE5ZIPKOX2W/nsR190Rkoh4UJxU7hXl2Uo4QTDlChl2QmZYYe3N6GK0WBAo79\\nojpiseA5C4vFx/D5bU79a8AtwnG3DBxz6oerl3RV15fyu4VGn+IQFWzKq1j0bLqV\\ncsviUzSEAI7JmGc1uEDN/ADWsw14TGPR7lXNkmdQ98awbKV9LdAuWYtMt7Avh2M=\\n=QZaB\\n-----END PGP SIGNATURE-----\\n   \n",
-       "380                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "381                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJbkQnWCRBK7hj4Ov3rIwAAdHIIAFZmEaaaznd7sleLbeilQcM1\\ntNFRO8OCwMhqZO5zyB267fKkrgQ7xRdDiuXmVZkldlwIFPzsNgv5bRTyhRtMTU1s\\nmszBedMTCuyhhqAkRaviVDFuUFeHNcC6OHsWh0zN7pVP0n8V0x6kOyk3OxLprLCR\\nEdFJ2KUS82NqXVD7NkcGL1getBripm0ckIL4Lo5IHZ+FG+1sODHUPRs6+pcFKgvp\\nWgUrwCgv+0pVHx1BvHzkTRbssdPaCdIBuZZPcHaxuv+9dxv49GU692hz8LsNoQs3\\nLs0xc+kbd4Hz27hyzFvHPNJPwMWuqmAzsVJLn7OlXukb5BZgPZ8KEYmRR2W+iCI=\\n=pLFI\\n-----END PGP SIGNATURE-----\\n   \n",
-       "382                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "383                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJbxv3ECRBK7hj4Ov3rIwAAdHIIAI5uY80KtYev1uzBugN0C9sI\\naFBa87ftDtXwznkX87aMRWwxQI66ye2n7UlFwQAMu8B3p5OBv4xN5Sd/Qnfacy3o\\ncd5VJvOEFX7nyu16rOiYZvV+JAlQtsJTaMViFF37lkQsxM2DOq3yxnswD/k/iQ1n\\nKNyeZ7IPgvAVWEOsdqaWpBnPHPTf+ES04I1QcxRA5Sraz0v58E4yytwD1FFzWwjx\\nKmrNAy6bOW+l7GQ7MiD3WAQ8G50u60tWDmIuqeEradv+61wiSiYqdx2rLNfemju8\\nBGcfkXFrg9zmRMbJgjpimwl4SJ+J/MFJbX2WfvjTDTVIyhMhPeIM5Je8B9RUkVo=\\n=kbt+\\n-----END PGP SIGNATURE-----\\n   \n",
-       "384                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJbxv4yCRBK7hj4Ov3rIwAAdHIIAJzIAQzmWnm5g+4o1v72ZlLx\\nQGCHoicJfj+Hsc6G1cuzeRxD4wtrX34wh32tXAYB2WrRyEzD5gMdTjSpoeoi2d+E\\nVW89Cemj5H0EC465QwFoeBsf1ixY9xsHHlIvAy/eocJqsdZjAT/T7Xsv+jYIgi8P\\nbr9XnRoP4bmpiF3nhnSzJsu7yD9d2ms4AS6mob8dkrWaD0X+4boNLsXvZx6f2c2+\\npNNYQUAS5nOjdqFiOxtzg6YOpmMJkTtPQ5l9WI15vfuc4Po/X28KMBEFcBuOYBuo\\nmXW/2ueMXiGgkDtXB8CcbZgk/N/O80yhDqeMXVqzWQFMqrxUbsQnmhtr2tksHP4=\\n=Yn7F\\n-----END PGP SIGNATURE-----\\n   \n",
-       "385                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "386                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJbyKJqCRBK7hj4Ov3rIwAAdHIIALHTO0SgzevZnDmoc5pNFUi8\\nYeZC0eI54BgU5jMk9ZULZ4BM4PEymQ2j8Vyj7aeNxtUfjWt3iMHHkiuUy5nSwh4d\\n1Stfeg2XytzvWxXcBTkOI9nY/fjCKqUiwboOkWmRkstsKwqJ5YEJGcou8WETtRlg\\nHSVqLLFu6N0nayev+hd1dw+WNCEecEGp8emo/wPyqMYhY9dT3O4tVenJP9Nz8kKm\\n78vMX029jC9bwzCI0+n2k6/M0BNVk7DpUe8zjI07jLRsBDcl+rfqTB1Hs5AHbGce\\nACzMD6bG6UCcYf4pXu1ALF2Yw84v95jNX8m55MI+T/cVS9zK7GOTglRH9vSJpg0=\\n=qJo+\\n-----END PGP SIGNATURE-----\\n   \n",
-       "387                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "388                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "389                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "390                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJb4XtWCRBK7hj4Ov3rIwAAdHIIAIAtGAcuec1vCDdevOMNDt6s\\nXzPba2+U+FDjYsZUsYKg6aBjOPt2AjCJKkJ3DWtGEjXk+au1nXiq82Q10DP6umQc\\n8jMWTOAMZkn0/RURSH3IWKw6BqYJYSFK0lSBEIymBiQqwG0qSDgi8vvcDF39Doak\\nE3PmrWFxOMIksbTZGEeswQuEFkYH/7K+wXD/eXMUbaHQi/+TPNytkboECU4zcUSB\\nYD4Kz55nrwdIQmPVf1//b/bs9q2doR3w4XsfHVjjo9UEfcAL96bVvlHkB0rhufni\\nWIQK2JdecA7Gk4f2Wt7R0T12PqYEKSDE2rtRihuQ0VUYlmRl83luceWldSyV11o=\\n=Nlwp\\n-----END PGP SIGNATURE-----\\n   \n",
-       "391                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "392                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "393                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcSFz8CRBK7hj4Ov3rIwAAdHIIAEfDChDTrA6LKpL3st39nyfh\\n5eRowJyRU8hVo/har8KmuCseInzog7xo5G3qOqPkc3L7fb5WNRKhtjaWfY7uKvB1\\n1BFutDSaP+cfEfEVHO1k16KUO4cmLVkvxL04awRuZ3++F1EUWrkBXJVDMKKpjfD1\\n6AuyCpCDQD9tVPMGBlKbSZ9e3Yu+nCsMQcTUdA34bKJioHYEeGetdzV8ZTa5nuF6\\nPzforNolj5RAO6ZOtEhtsPf4DMtF3CxtCB6oFAIStQJXNOcYuy93KXYHTI5uD2rI\\nxpzsRuNu1GyomMFPHKXISpn3BiZzGsSCKF6YCrM+dt8+ZoaMuIcYaGYiE2hnI4U=\\n=ZVBL\\n-----END PGP SIGNATURE-----\\n   \n",
-       "394                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcSF7eCRBK7hj4Ov3rIwAAdHIIAA1Hr3VaWhcRRBiLv0PGGUGc\\nWbuuWNj+j4XkGeY3adxVmGTVQK9FNGdmlBUEmsbJCGNjH5OLug7K+48QpUr/Zri7\\nA2EZF7sTmQvbkXQQjtJwq7ta+SHoYeluGrwPtaUs6A14e/z5Z042oG24P/6326sI\\nyJQAPZvWNstJC2DuRgkAk7/Bw32DCBLj5nFbTdr5aemHVtv983JzylKKmRm0qlEe\\nKsEuBK/Ny9PadvDFHjpx6nrDSNuZHWTNyy0vi8fDwuXEk7hogY4pNGg90qzDpIo0\\nkbfc4uNw1KAnLlQvNZi2UekUz5cI3FtPvLk+BFFQRSjL7cPLlfiCRde5OhyyHgQ=\\n=fzVD\\n-----END PGP SIGNATURE-----\\n   \n",
-       "395                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcSF8wCRBK7hj4Ov3rIwAAdHIIACUWWKfPJQVWnS3bQ9ROSkAo\\nwgkmWT6C2FORmnAEqtbxvSX4Wpu2uMQNyb7HujijoUT083oYbegsR/NHbGeBxqdP\\ndbKqbgox09qSe6A+WWml18IWxJCJhjqpPTl/WrjJYi1g/Q39TxPJdvFOTbfSIW3V\\nV0bxA6ZAEzGbNmEe1IcPmg9BmlQ53+n926V/KlTZbmfXCGYhEdhQYrxBtrc7F5OO\\n7dV0Mj6+EGQRah9Lrv0lr3J+2FXWCaMJY/1PEk9IYvvOZ2kc4DdvZys2ULJkRiac\\n9aasq0Pz63i1Z4bA0UtEUSUXj7m+byceTlVm64ijh9gX8un2XGnmS66rkRHv8i8=\\n=LwYh\\n-----END PGP SIGNATURE-----\\n   \n",
-       "396                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcSF+ECRBK7hj4Ov3rIwAAdHIIAAgkEGt672Ui0xACNY8dMF39\\nNuinUWqwp3xkMXNuaQqKobGKSucrDog/L7EJCrOwzYKdksSwAOonhJGmITbh2313\\n1pI0eEajq88XLpVNFBrrGWBPkDGU6lh37Uqv65JzTo7ZS1eKPaZ26dr9/ztdo8ps\\nvOu7EFZaFZMLI0iUhzXXRU4nA7P00hJ3cEopYs2Z5IUC5Lv3e2PTC8urUFzoF5ce\\n/eqp8VuskTnIUyJ4wHEOGyFvQcy47ooTWdLREnAVQMvltlgShfqmdukjhbyFGhF2\\nqmwjCG0rSWVirs1tQFalmLhfik3AjDsraJ540TFzhaD8c4pkZT9zg0AhS1MAESg=\\n=6GS7\\n-----END PGP SIGNATURE-----\\n   \n",
-       "397                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcSJmdCRBK7hj4Ov3rIwAAdHIIADxu0hBiNAxD27/1kzMRmJ6j\\nuxC7CkfLUFaEpbDE4PG7xw0jz6jYiGYolbH1WiXzDoop+1PJeqnRI9GSVF6uR2AO\\nKrVQsSy+rAc4mwaTG1X0QoH2fOH4tnSliZRPxWmjVWiKg6TiwiuOzqA8vez0zCjP\\ngtwjQgPKgfVRmRFIsu9HR6vq5pJTDmxNwP1dWvtRllXyXBtAFp9oOoZpbTf6e1XY\\nUQ3y/2+LPl7mi+jbeOdCkwdfWYDqcfkHGeGFPka43UvQ+P9aV48nw0AsXe0eQpxA\\nGXwdAtTCCyjRk7sxB00IdQOZ6NqTGwrSB3wUNuw4YWxHANqvVY+/MBCc1eQ46iI=\\n=1Fwz\\n-----END PGP SIGNATURE-----\\n   \n",
-       "398                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcSY+wCRBK7hj4Ov3rIwAAdHIIAET6Rj1P872YhDWZuR40rDau\\n3TPVKdlmh2vT33SXo/4LoEUyW/ScEyJ3nOcyzscB6bdgiQaB35dFgL9mMUbpBLY1\\nN71rpkroWVbwY6TnO3BroPQMFVt9sSi8BDsRoHNp806irsCn0qbc20Hcd4YZUJVr\\nxE9ZZwhWMVVCbFllXA8WZqWmPhAgZ9T+S0003XisTxQjUAsv2C66taSUNMbzNwfM\\nlPLG+qteVvAHTmRlRtNLFHS5ldDVwY01G562Yql1torKPYRZmDEzHfOFgUZbSyvV\\noo3p9X+0Q+revRu0h3ljN0Bd3/Yvii+msNqRO6C6dEQdgyXuUq6UPJx7J6SPMgw=\\n=rSPA\\n-----END PGP SIGNATURE-----\\n   \n",
-       "399                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcSY/BCRBK7hj4Ov3rIwAAdHIIAEp91W8xsed1QCZAUVtAQjrQ\\nbrDyo06lhQDan9HIKp1wudHZ32lGNzpHDjJ8/Cd5nx1Mh7Qhx68HDJeCRZ3OE4/J\\nrs+b2e4jUjn9WNr9SdMR09md1VJw+jOAZN0Lmd7lXCnqxUha/BCDkY3AckmmPLUD\\nqLxXBpufWW58k7hD5c5VXAtEGFmOY2DzbVQR/J/G/KldgBPPisXbuaV99BvMcgzU\\n5sb2HBNQIvCZZC9IAeF4aG3BI6GaQK/rTJStnW3yIAmZmMk0woPbKdjgGYJtTpRN\\nRp/xOmcpkgw8hRLKhCQHdtqv91TekFBlyuUNUryPhLmyhsEd27u4vlRihTVLcDE=\\n=zZ1J\\n-----END PGP SIGNATURE-----\\n   \n",
-       "400                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcSZ2ECRBK7hj4Ov3rIwAAdHIIAAr2On5PPUEoZUv6pyPobBvs\\nOx83Jyv+2MVzovilOvCPngOsemscg+hE18zV7sdR/JSXDWSgtFmgEzhMMZakwEjY\\nenXjOJXSwCrInyTZHuLdT8tR11N/5bMw4+YlUOPWOJ7pSwpb1QcRbYb6lGOycfNA\\nVrJvtM+2N/ErrChRTHNC4TVP06Ss9n1mw7HTLF7Z1RzjQ6f3f6lzLHGp1pESBwQo\\nFfOaLTkRetVLmLsKU+J9s+Uca+7wUMMFHv3t4A7p7bn8QkBKQ+ynFKfa49Kb46/a\\n4pw7MmOhSwAYgPx05p/ADnfX8RIXsv0VnV+lITHUvl1LvLcSMmz49zamDEqxJc0=\\n=DkyR\\n-----END PGP SIGNATURE-----\\n   \n",
-       "401                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcSZ27CRBK7hj4Ov3rIwAAdHIIAFpzfmLgU3Wjwxso06uFg1HV\\n46sCVc6vOksUqBTodVESF8uqbjEYthY04m2L2DN55YRiG1AEPVqAHa9GEXs0/ukS\\n9CbmRF/o0EEj7S3JZgnnvW2aM/5nVB6IIL2Z9n7rjXmNMMvLcz3IEbcnVLgdWBp4\\nhw1T0oeYoyxN58QDc6/7/qAwp+6pouEjSVphgoD6/0WWj7umMGh2FaIT65nK1Gbk\\nup8tw9AeWTu9jBfO5+pt1/8U6EdLOz0lTK8fVkeFzA7kt7nsu8Ap6bV9mpkJO7Ta\\n/03BLICdSQZassWkUxQyNnmkIqa8kSUeyNb6Q2mzPbj0RD3U5/GTb+JpyP9qKWo=\\n=o8k6\\n-----END PGP SIGNATURE-----\\n   \n",
-       "402                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "403                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "404                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcSa8+CRBK7hj4Ov3rIwAAdHIIAK8EQHMHF5+o1Fcq0oYjyvVI\\nq0pPKzj9BWZPeFvO4Z6bHMzHmGbEN3mQbhGFtbGma2Ddthc08YN32KGbvJGQztDw\\npAEESbWFh0/37wxvZ34tdzt/JOJOtU3cnAxvnq6kEkuFa2Xpcg12HSotOVuP/OsI\\nAJAj5jPxu5MJawjHNHhtCnP1ZayzeN0lMrlqZmtSLTnwsD4cCl19IBgO1NqBvFW0\\npPCntL1CVjA6L8XB4yIcQ/qiiAnVv2yNOdgdPMONIDM8bKIm0FkpnDrXnj4JYf1I\\nQ6RRAdmQENUN1L3sW/i657wcMWQ+CVrt0ZZ8toysayOdtx4Lxc+T9+pLl6Cu1M0=\\n=5vOe\\n-----END PGP SIGNATURE-----\\n   \n",
-       "405                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcTtFWCRBK7hj4Ov3rIwAAdHIIADZQ36fY8PnzSk9oNy6QhQ+S\\nMiJglA7I7PjIlEPUcUlwsk8SbFKNq/qfz7nuTqoqYtCvLIPJevlietRZW0zmUgHC\\nWGF2Gw/uOHJfiPXrMnr5QgmP4873jN8EwzKlkINS0vatZ0nbWi/3qUml8tg+vjxS\\nupZMm7JuAOMpmmf6YZXTF+URu7MZc9t3DS3kRkZ9QWR5XoxYi567gA6LD2fTP1w0\\nGq33VmPjW+dikXDg7hrdd5eKfBi3fDA+nambq8fIfe26Hbeb4Es7iU/a1/Q89gD9\\nxbt7ICjEDUGMk4xX9HPaDD/WLDdJGa10hJP88m4USqVcuEvQ2IZEkwvk7R4WlrI=\\n=IO1t\\n-----END PGP SIGNATURE-----\\n   \n",
-       "406                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "407                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcUIt7CRBK7hj4Ov3rIwAAdHIIAHV0K3Y5UaEKNFZzv47j5gTx\\nDXlfZxNE7IjpnL+qXXPwMKNOFR6aMWTZkih6N86D9B6L0aBynaJR9+D8BEIdUJDm\\nzzl446mUYDo2+10mfi0M3cDaKZvsF86XpvDVDJL+U2zChYxhu79YZXcgCJzTyG3H\\nn3bwx1ln0s8ILHcVPmSq7u1iCit4zfNqYRD4T6om69epxGIzJbvoZUw5rWkoLcP7\\nwPNq9vdmvhTyrevEQATzMqpQfQ1WT5bWOCQJB+5LrLazqAkzU+gGPm8VSDbzWPHn\\nesCAV34gGTe3n6Q+ibsheDPGibbbq1u4X1YIyJyu6WjKR7Z3AP25FcgkB3eaFs8=\\n=XBcM\\n-----END PGP SIGNATURE-----\\n   \n",
-       "408                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "409                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "410                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJctusfCRBK7hj4Ov3rIwAAdHIIAA8QbmdxF9ewH/ZYTpaw33jb\\nPAlbOWq2eGV0rr/JzM6tNK1dNT1Rhr8snLr5LTqd3OZQHL3b6CX7auTFdvlZWkch\\nWLpdEIwkshdru6pkFnKABYFb1h2pR/HKdSg4Z4h6+6uutbq3C4Bqh63frgXx0tTV\\n3wwBzPIWRDixvI4KQO3YN1VlgowJiUmd9tQawKOy5wsSECckiX11CluAuyX1zyeb\\nDSmX1e8Bnh1bCrFkq7BZE/jemgTOC9PYeaCC+0rH34MIOBh+A/5c9p5fd176GIU8\\nIDoBNau5fqOjzkrjvwUEurLTt9GaJcNs+k6YOWekCRokoxR8G3NNs1sHinMqVjw=\\n=C9qa\\n-----END PGP SIGNATURE-----\\n   \n",
-       "411                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "412                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "413                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "414                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "415                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "416                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJctu1GCRBK7hj4Ov3rIwAAdHIIAGYBNWQhSCE3ZtYD7cZ2ve+L\\nQFunnqQ2MTEvN8apmcEjCHiWR6kdJDi+WPHzmvp6ekIb8P7+r3FJfTpLNmwdjNCu\\nPio82hpJKQbkVPX+lkf9ziGFYArqSFsH9E4B3OSoZwrz9G5qI79WLrXPzRYLE+fD\\n6Td0hmuiFGEvozuDuxhyOZ7q6OCGauxe6wyFWWp6PxQJ+21bDLAu3Njur2e4rRYQ\\n+K4WL4KA8C9pCpEpgLSra79tvdBDr6/3wrUjqM4owadPwhaI7RcfIo4Qy4kWYx6T\\nRveNaG6WkEX5pXS8/nkkAaoLmJEiQzRkTvEOmMiJT2EqPIQ6G71BQlyxP4Mgztc=\\n=y6HX\\n-----END PGP SIGNATURE-----\\n   \n",
-       "417                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJctu2hCRBK7hj4Ov3rIwAAdHIIAILQljZebIO0GVwJ0B1cDqoi\\n3Q8SzPkX1TlRofY0pJ9aZG0SMYBzDb6f0RJZf7c7gaFUA32aiLZ4fjEH+jo5RGZS\\npmUuRFzN7xxCE6unP120OHWGquh9JOzqJgLDhWkVwvLBYndqOBZQ14SVZGAee/h9\\nOQJ+MdO472PzW6dM7CyEJlQ9+xBs6Vf4a/Y+iErJ0VJr4jGbyUfzhRnIypjpM1Sa\\nVmpE7wz200DKA0jQIj1YZPli0oEaOxFB6/7uzybkwQuG/1XSTx67OzLJM7Ej+iwV\\nncCeaRKdhAI3Txh5Ps59alUzj2vXFbIi4MVtKUG+iFICwqZI3mXy0+Q7K8i3q/A=\\n=LcOt\\n-----END PGP SIGNATURE-----\\n   \n",
-       "418                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "419                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJctvCeCRBK7hj4Ov3rIwAAdHIIALMjHlIy0BRqiPFvLN1BKmsg\\nBo9SeyQJlLXAjov+4L2AkL+lgSpA0yD+c88swyA4vZY7A/erfr44Mvqkr3e3XyD0\\n7rtiuXzhKBnsrXcxMLWTJPjJJ+4qqdaOmOvn1I9fpRPHMZghRE+MoEQXXn4e69EO\\n7QQlwdIf95PoGRzPJvaJj+YVuhM8Ggb7g8oy+ntR3sbCjc8R42P56O9IicI4lsFP\\nUvYWOArhR3l0BUfG41SJkaycHRn1M0bCRQwFQDlSujiejIHjFedcRSadudyyjpGV\\nl/stHRSkgKrpFsZeTSnEF47jUveSOVqIb3iIhGGiWT/xIIc7NL+qGLiylfVgrfY=\\n=3WRt\\n-----END PGP SIGNATURE-----\\n   \n",
-       "420                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJctvEFCRBK7hj4Ov3rIwAAdHIIAJKRvKzbJ6JjetVzTOp6TQ1K\\nsqVs615HJQChbepgGMIb/jLX11TJf3q/smqmmhSzBgaI+RDtN/dGGEQNi7OCP5+I\\nnvxCRtFJVXfBKF/5WCv7/p28CZa1lXDF61K3BgUEEERYCwVefYLH7ewwgFoUzT6r\\nOX6e7fw0YaJdyysRq8uTJ7tpSGi8PhajuzShG+lUeRfpwNOlhz6g2gNFbHO0er0f\\n/qpGoB05BoQlkohK0rzXPf66eLEnXCzNzlxLRR3wrGeQr+Hd+9wg3p+g7uQ7XB+R\\nGpuAgcduxtrUaIXh35DIwSw1MBVxo6xFPoYXThmvP7QWYpyNZfrVrJo2z5i3hOM=\\n=I0Ux\\n-----END PGP SIGNATURE-----\\n   \n",
-       "421                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "422                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcuDY9CRBK7hj4Ov3rIwAAdHIIABuI7hkaDDskDD69z6BeJiOv\\nOtSEb/kcZlmxu1RPjVHZ+pFgWivEJ8XpWOCPjcWM83t2F1cWm0lvJLt0KtSilYsY\\ncIR+dlFNZo4wBvKKSg6KN0lSWmQnuqyX18FQPzk/+WDqXjeJ0tXw8zRQhFOQ/d1i\\nOFlDJ1NafSMEI9ZXAGiitwWVOkkltE9M5BG6lO3yjSbiB+kRmcL28HmFLbrfbvda\\nzLvomI7mKUO+p0c2UrjYjiUDLZxWw8ch2XjsdjAxjW1qE9T0F2GNpSjeRaG3yvwX\\n4LYQJ29pCsqbvavEZOPGdl2Q1iv+fiwWV08W9Mg/KbN7M2Db0TBPNPMsOo6kFWg=\\n=FsUY\\n-----END PGP SIGNATURE-----\\n   \n",
-       "423                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "424                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcuD/bCRBK7hj4Ov3rIwAAdHIIAJQz1nnAtcF9Snsb2rjlG0tL\\njrcPqVDBlvfCVhHaZ4yaoSAX4qrObqRVavHmXbJTsmRGT6TKRQFCxw4Jq1sBHGBN\\nBeFi/nTNmQkCWMKrWCJxaWP3gzNfPv3oIhh7diOP5iRzB1BU55qzBp6+5sR6+JrH\\nMdtY2zYBeYoQuCfN1Q0dldC8omN9Zsa4CFBpGKDoMIG2yVz5v5gEXbSdfzi2DV/w\\nwioUYRbxSWVBP26iAjINQcVW8J9v7O72Arpp6lV7Od6cSLK5mi39l2NRZP8wslPh\\nE3QZvMzBOWFZBe5pglj6DKculWrkZmLxZcos5lQBSDxrVjCJCVHoS3qaxtPI/6I=\\n=SXzZ\\n-----END PGP SIGNATURE-----\\n   \n",
-       "425                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "426                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJcvtviCRBK7hj4Ov3rIwAAdHIIAGZJ6KxojXdSLZ2rvPGcV+Pj\\nujUFSkYg1H5Q9yV6MaSJiet+2Dd/1OT+QRaLvmHSUaWQ8Ft8kUl1OizfweUL5By+\\nxnq9VaZbaGAwzspbA5OWqi8zlFD2nkAM8wCj9A3OUSbEypglmkpPEOMe5d82oLAa\\nLR8s6fZlTTYdH4GXIRod7U03GM/nizgT2kl/WB6kmM5d2L1EMJFYYpJBTC0iqa5e\\n9RucVv1RmmKPMK3+kkvFPCelcXN9L5HonQ6yFVY2gDxjWz8EqpQXnlK7nc7jlIfd\\ni6xDp4cwRcbY6TquI4e9wJyErz+dvIrdTgJa7WeXbBLxmuYTFhpmTFTGU0CDwHM=\\n=LGMa\\n-----END PGP SIGNATURE-----\\n   \n",
-       "427                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "428                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJc2WibCRBK7hj4Ov3rIwAAdHIIAGuq9OaM0Qt9IflIYnVufeES\\nh1Rty6GeSqaPWMctZUVDVBB5qDGa5sl7ZXN7h5hERfBi5UcRLL387hgdcv++FBu0\\nhsZuv0BuH+vtluV4+zmK7GS5DVW41scCtpPuMdeVidU6i08x+OGtoDtG33v5I+ET\\nca5QAIVjX0+TPOKDIJgNlUKTk/t9m6ZN4FO3aO7IdZRJmJerTRC7dTRVCy11OxqJ\\nKjOhVuMPDOfhiwU6Wt32HmRIr22ttAxJSQmPPCbmoNXmtVMM0nmbLS403/XWrDD7\\nqV1+1+vpEWzCzXdRgwisH+QsJAlOCkIKREW+kiSF+vSWvds5iBK4kVp6X6pgCcs=\\n=0mO1\\n-----END PGP SIGNATURE-----\\n   \n",
-       "429                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "430                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJc+S35CRBK7hj4Ov3rIwAAdHIIAHjy0vMwnydtEpmhFor7JJIS\\nKVDhRS/5GBHG8TE55LJ2lE7zxDvzrPjILWUq+y/ZpS9yK2VYHqxR5768RGu6LxSx\\nuzIV9fb6hU6Rn9pmACaMNkVIzVaRcM1u12Whk497M1PoppIE44TlsO9XzmTwKVDs\\nySzEKOoMzl2Be/mLJtmV1qBDlxt5+0CeT452A6G+Hxi4LnvkBaFZShSAwLBisJGQ\\nf/8pT26xFhY1m1oGs8eCIyC9/KHIA65QYkvhAXe5v/mopZdUCQxlH8Y6BipUWUZU\\n9n8eL9+PWMgD2va7tq4vfGo6I2EIgSZ8+5yMpuFdSYGa8Pun1QvxWDOgCOmeey4=\\n=Vsds\\n-----END PGP SIGNATURE-----\\n   \n",
-       "431                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "432                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJdHfvtCRBK7hj4Ov3rIwAAdHIIAHdFf/CH4rLFXq92/Pt2KE7m\\nALz6KGp+xOECJ5MptYXzb3N/7NnEMujeVqzun1/ZOp8P3lpbZ0gc/1mWjNecILBj\\nIfj9Kq66SkGfEaE9dgETOlsRpnEbbhlrFpghrO3iucocMBcvcp4+BP9IB44TI7mS\\nv8ehI2CasVcKW60iH39AWfPpmaQcUNk9HsoXLaiZvVVnyBmBmWTmrxAZDZfcxXAJ\\nQIfXb4IIDEJ+PLpyI01+fzm1EqGjSi8N9t5i/ntCMIUYnb30gMuq28D0vMN5y2m2\\nM/sIdU2s+KsffIgLpk1Yb0LZ1GHPGACiJKTHCypy741BfHhYgR1A9rTZazwC4Xo=\\n=N4y5\\n-----END PGP SIGNATURE-----\\n   \n",
-       "433                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJdHfwQCRBK7hj4Ov3rIwAAdHIIAISOZaaPuTqL7E09a02Ktlny\\nq3jtv8OKYNTbTYYTjM3uLxegF4/0Wq3bmmCD3E7K/q63Q4yHSUIEGVuuxQwLJa/o\\nFIHTHFXdy3kF5W3upHy2wkURAa6At2kgqzm7D6zoKVXJGAvSAZ+vYDRLT3oefS/L\\nDGsWMlsOPQ5tgcNAL0AVBERlkl3aBkx5d8ekMI87q8nyKFsZuxBpQBvxrSLXcl7C\\n+I6ouLhh8lFVkZbihUZYMl7qVCK7+DNYPFhfHxPPRTCEMaZzx13GXAnkgA+kFeRP\\nnLf5gF7VtS/hIeqeKjG9OXZ50ZmLalzrU68QgR7TZ83nlwvmA+qaU/JGjzLUi+A=\\n=g+xt\\n-----END PGP SIGNATURE-----\\n   \n",
-       "434                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "435                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJdIwkmCRBK7hj4Ov3rIwAAdHIIACWGi0n8o43NihelmM05+T2t\\ndB0lIBdDQbHc33+bXhlEzy00QI1T16MKIePb+FfNvkT3LtFzM5L4vC5YqfU/OMzv\\nUO4AqHwXU73D7Qa0Y626q9AEWvJwWZQ68YWz4efWw0f3LgbGO+IG66K1L3eSMhdY\\n94TQowCmDUXh4TKFbOl1tinoE18+r91fT89kthsoLhYu1Q+obn8j11hgMj/RHOE3\\nb2OpVycCAMyCBb0LGMz4WGW/ijDEdMX67enuVVmyPeLsrZabI/mupEWkh1QoCHxS\\ntaDBpH9S0NY20FuvQy6uxX4KZzOFMYzgtsyf/HUNLWmxQqEg4ZGH3O6QC67S1rA=\\n=1gVB\\n-----END PGP SIGNATURE-----\\n   \n",
-       "436                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "437                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJdNc5QCRBK7hj4Ov3rIwAAdHIIAC/ynGVGjwIB8JJkUxItbKyW\\nDE+dW6a/eM8CtQ4l6wiFgxwWqWuxWrdnwY3Jb6al9h0mUtkshmUqGivNRRibEH9B\\nTuG3PP/4uYSGoAdMJJoOxe72MjQCwyp4WFXlYGBIlU5INoyLDC13WfpFFzbVuR1t\\n1hbhlapjnW+gDadze/DTR2qYti/aq64+/QCM7EF8bpDgJqmh+khu8zORwF9doIiO\\nN/BkUfb7wVom9vYw8/LmNFcYu/KEaytRKKRulJR+jIsLER287A1yyERinYrH/Bna\\n/uVD4OXGPz4tLeikipTAy6ndB8tEH5wtvzifTS8qBWQhwbN2glVvJ3idzVxyFWw=\\n=GsHC\\n-----END PGP SIGNATURE-----\\n   \n",
-       "438                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "439                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "440                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "441                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "442                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "443                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "444                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "445                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "446                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "447                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "448                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJdl1egCRBK7hj4Ov3rIwAAdHIIAHM/EBXG0gNhqbBlD6OkzsL2\\nd6SgREcITNFuTVTEDX4e+v5HFyP5zWaY4kQqU7+EfSfJgHEKc8xdcCA7eiHVIfp+\\nrPdb0+dAmGMDipPiVdg8xbDFxXNM/jEzg709ZHTRvZelC1+vgwBJDTarvmHfCxre\\njq+Clwy/uLf7E2gvNoZu69WTuX73eXMysph6bKOv7AfvojU3I2rATG3e+bp40Px2\\nwUn8c5mrLKHl5zhcc0XBrnU1SFMIM7IfKoeUjC+Nur0yvB+opfC5fkftfbGfsEyb\\nJoyFPDgrco1I9l/PLojHyYl+WrH13Vj1JYV7Fg9YxwE78E3BhIYipUVTwiUnb2E=\\n=GLFo\\n-----END PGP SIGNATURE-----\\n   \n",
-       "449                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "450                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJdqEbaCRBK7hj4Ov3rIwAAdHIIABWYLXv7j2rSh0qzuLrvThIZ\\ne0kI6EWucaf4mBeeKGKmW0K+ui8Dk9QB8w0cwnE6BJjBdJXlTzZlHT96NM9o0t0E\\n0glkQSin3RxH/UByksLSZdSdCmgqyXMCuTwC+kOV4Ro6/z1pAAp0X0rNcpj176Uf\\n48oI2sQeb7rho0Td1Ypb5HCE8hLiqtGu/P0Mhi0J6JWH7qdmj0ST/cF7xzlwHZP8\\nv+Olk9CnYnwt/aUibjERF5oGLPK/cguaGCfHAU/ZU2Tf/CjrjEY0mgv9n4eQbzZD\\nPgvVjPEPT0mwXK8Wi+1a+T9feeHaIl3iBQfeXouOr3ueArM+rJh6LBaluj058oc=\\n=mBsb\\n-----END PGP SIGNATURE-----\\n   \n",
-       "451                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "452                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJdqIVFCRBK7hj4Ov3rIwAAdHIIABaguyvi/oR9a+y1UvrwNt09\\nuiiQfrpr3YMqISB82MhmUpmHV2nOSBbcdq4/2qudlE/Wg6Lxk4eYQcwLnw6WQAKv\\nUty5fYHBZ+e86kkG/h5FwreKB1zUewxUuiLeyoGBTl0Z7bquINWAvdmM06uDvyjL\\nYViNZQ78FzpicEWapqlE+NDF6vQHn55gCrYAnR5Pl0tdXO9TqEIwXLPCfx4Eu/tz\\neQuqYn1eKwygiU8ycTw5AyNMZgiWPum3gaAzd6oRXT3r+hKOWmGuVTamE4ldaHX3\\nrDQ9+MhU3qL7aEBdRDSJtg5QWE1gNJgLNIWzauG3OU3Hix7vekc2DM9qdl95oug=\\n=xxdT\\n-----END PGP SIGNATURE-----\\n   \n",
-       "453                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "454                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "455                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJdqZJCCRBK7hj4Ov3rIwAAdHIIAHinW0FjGKLkM8RE3NyJVnZH\\npXpjly1u4A0uA/J5rVKl8t/RSn14irnt7Z4JVnuSX6wXIDRiQTadiXc0v1fLYkfQ\\nbbDOFU8DYfAeXcVbZOyV4Z2q++kFa+Rj8k1qOcMjNJm45I1WvIpcPERsz2PKV5LV\\nL0B8qgOJwahlgtbulH1TGyG+rS7Z+Aw/+cVj4lAukUt/jslOH2feHxK3FJWH8nWr\\nsB+4/X6jqcwEWw6jCj2cKCIwWyItLjLod91dt+AEagg1fFN8oZfznq2JWJ47i7CK\\ni91UC7FL6cpyGiZDBzjSqQjoOnM/oAUht5QzFNBy4EVIZp70fA5nBjv1d2QCBeI=\\n=2f7v\\n-----END PGP SIGNATURE-----\\n   \n",
-       "456                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "457                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJduC+ZCRBK7hj4Ov3rIwAAdHIIAFLWbwPV4nBtMUECsPM7vblL\\nUNxNRX6glKyS4JlmZc6JBSh4EAkhuuE/iG0mNkmo7y74gCDJls+RCqf9j4m8F8fU\\nEffVip2tTk5aMVqjSN/oLo9QhNqY/lZNkF6xJa7xLxJ6io5SEq9xNz88P+U8W+ZN\\nTxi8flQQq3AFeEt58Lrhm+q9XzWB5jLPUq3V4xz0wUQqjc4Yp/b3zuGHmH7Isll3\\njkFP2gtG7i05r/bcIvvE+WvSaFiQCIFHia0D37FMYIMZC7d4zMC+8uvBn4Xi6dNR\\nfNSAaKazwvaiIQ43NIPau04JyY3tPX8MYdSNqLwDxh/7M6Leyr8vQSR6coJQ0t0=\\n=30p1\\n-----END PGP SIGNATURE-----\\n   \n",
-       "458                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "459                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJdwYhECRBK7hj4Ov3rIwAAdHIIAGm8GEf4SmegY7jco9gZEGf+\\nFN7HNndE6PVjKlby9KIXVsGKLmqCFVHtcuko2io2Mh7VKv3fF2GINsYGbhqHNQBR\\nAalFbT4khN1zhZKYodouapYwxDJYWfnxmNmMjsqWpgLXFtvdG9kWPQNvSjml9k57\\n/X35X0OZSd4TpiCmzxnnHu7oEHVK+XEdtaTk5SHteOJ63c761jEKt+lutuDHsUZQ\\nmAEVhiibo+ABvZ3X+7O/t1CFiEeu/UKF03xmy6uQWs8sDg9xJWzaMLVQvbt/XrUM\\nTF7+qy4T6CTd9Yz22uaSL008HwR3mkKdlxlHgCP3qh785VrYpnZgST2gRi1BHuk=\\n=+GSf\\n-----END PGP SIGNATURE-----\\n   \n",
-       "460                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "461                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "462                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "463                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJd0nfiCRBK7hj4Ov3rIwAAdHIIAD3G0DVgL6S7wNO3kIMBeCPr\\nR3kGy74f4aEDbBXv/usAI4pDg75bWImkDBIfQ9svqRsziZw80DAIPIxBPOXggMdw\\nexIdl92ZKmOBAK8eXn5bdjuLSHy28qQa5Gg0IRr5dkH6iQeqmJ5vDxhHYp20ZQi2\\nVaXsyQvan2uelVSqmK+yDrBDm90sxROwP8s9eABHDZribUHnFdZeDCXI9/nzdKGq\\n0KvREUKr7Cx1KiXFyD3bkvkHA2wfSn4puIpM6xMKj/zgN7fwB6/BnWwlCRKikiHm\\n3LUc1r+1m/r0hEHFfbdYLC7yRsJG/Xwpti6Pt6gQC2e7Au0BLVpB86JpH2egEH8=\\n=4qvW\\n-----END PGP SIGNATURE-----\\n   \n",
-       "464                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "465                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJeJbSmCRBK7hj4Ov3rIwAAdHIIAFnk4odaXB9nNthUr+FKxaKq\\n9jLZ7JIrzbX/qemRvpe+bWxYF8b+VJcZG7q6eCLYKV0QblWVurCJzspAljFeF8c6\\n4vMvVLkrwvp2JfhlKtToS8ikc+WHTEciT9oi4j89uPWSgkjyzKGu5u2sHtv5lPRa\\nI+sYHKvEtaA9HKvzBItlcfdMB+GclLvywQy1HRmXdqqtc9cD+3byUDWqOApp/PJ6\\nhMst3mLp21cjGxK1E/vv4XAxp3OsXhfm+X01vWdHY/hyaP8GkBEts43e6xo57gaQ\\nOD8KLws1uIlFw5cOwkH9/lv6KaA/HwhgGIAGfz0Rjs88y6ZYTcvu5JLiL43gYus=\\n=R1l0\\n-----END PGP SIGNATURE-----\\n   \n",
-       "466                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "467                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJeKCbKCRBK7hj4Ov3rIwAAdHIIAJp8XW5c3zazv0UkNDOlDDr/\\nskclXKLLe0nOGkT8SptDbh9bEq62A+JaxkswCgxlAEs/aqMGdZV6X/XIxKtCtCPR\\nPX8qvo7OPtvXv9Y9W47tlERd0d9wpX+4APIiCU4QScz39BJPuBJTCNIWSIRrGdkQ\\nkgoMl/xMVE9TgP7njsEGIh05TS6wgXhLEt4uoZ7DLnQHWSoBNrurlSdkrkF5dAc7\\nzywKxyP7D8DYKkfcbsIq2YYHZ/Ec1o1yJp3r/2v/x2zxt8QdVYlxxlowVZhiBXOz\\n/wXVEL+vgJyEFmFVIyknm/tO04rhegNVhqpPgkMz7MAoIu1km205IVhrrgQI+VQ=\\n=KMXC\\n-----END PGP SIGNATURE-----\\n   \n",
-       "468                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "469                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJeKCgLCRBK7hj4Ov3rIwAAdHIIAKe9Ak8vEPR+B681TBqzf1Pu\\nlwq/0qmarnbnqWs1xZKFuJtaAfzoBMAY8cnb2yqvNyIpqhfq3kHmqCxEQcXkHUl2\\nhrh732nnoxUow1ijgW/0LYD54dqasV+VFIC0oKEqWCVtTSZkW+Tg0QibkcbuHy7q\\nr4ti9uBubu0LeRkXmYXCpaOryUUWBWXEsKD+90i8UP/Vyn1YicEhQw42gTAF91VW\\nppmTJLPciNBwSC2C7oSir2vXMH3bXJhLCCW+bzC4KbZfMrbtXfRg9t629tPEbhTA\\neM+bqxzWu1LJT79eQWWoaxe0CFcuS2GS0fzkGPEITiqeLM4Pe73ozFa2e37SIMM=\\n=I2D+\\n-----END PGP SIGNATURE-----\\n   \n",
-       "470                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJeKClrCRBK7hj4Ov3rIwAAdHIIAFwyUD6b63JTWQ6arSrrXGxh\\nxXDYfZ5P/isILiYGAPfXZBeercBQOI8iln1N9v7wz7IF4PI50YQ1Fhbrq+WILfhh\\n9EfN56VkHjLMaT6buNHf/15fmq/yk0Cy0GHz6jIKpRS7vMZUZh2QfelP0YfWYg+2\\nlvTitdke3NlCyiJv+Xx68AufLn0NpBNj3+7qpOSTSUSo1c9wjsWbN+jRkENRTX6P\\nA0Qe2hgEPr23an5VtPSeeEGf+6At0b7IhSnhLrIYkxSyI+lxTvAM1HDPkzCg0UVo\\nyINAnu5/MZYupqagR2dwgNps2L8s/YZhjI9ToQtXNbweGJan9ohbLh8E0TWISzQ=\\n=cJvE\\n-----END PGP SIGNATURE-----\\n   \n",
-       "471                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJeKCnOCRBK7hj4Ov3rIwAAdHIIAByzPGiK515TuoOPHRl1o9NV\\nZYNBj/yMJfi5zEZ5Cm59q08QRqBjNlOm8e3s2HjaIH/yDWvkt01l65rpP5TlAdR+\\nPdJYgRrmZ4CX89C2IATbP0/t0YuaxL6VJYQVBfs87CkNYdxv6yl3JtcgEovX34tO\\n5NEYVaqXuhb8PmmAs9V30xbPQlvRzjO9IQ8zhuSBAx6bfLWpwDi7CP6a7J0L7Rez\\ndj2czr9cHbD8A+eBu5D6YBhFew3qfw+Let0XQ0ZxCBqSw/ZkupdPHOEf4lIVUx1r\\nBRFN7SNvG65J8ymnZyOlB4rXofCTbrE7szktZwIKmQ//mUTJMYT95mYvITaaCyU=\\n=2MRj\\n-----END PGP SIGNATURE-----\\n   \n",
-       "472                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJeKCvLCRBK7hj4Ov3rIwAAdHIIAFtqMCZca4MOCxtw5xOItx6E\\nv8eyMEhxST7aix6RtmUiMByiuxODFo16ZKCnEdccxzkhCOStRgIwN64f2In6mE5x\\ng2HEyut+OG9CYYeTr5lsxp5sYGZCRJP2aCvw4eqfWVimTJ8CgQX7OBfoJry12M4S\\nndtmr8saaZ4JOpJggufO+5cI2BFlkLo/LRPTW+uFZcdu9FUg7sdzKuRMZ0heA7mb\\ncrPRiQxtpZ6UQdxm3D5NpfHWCvfgF1jKQgalHTKATOxYiBleiz5CTEsSpWZhOJX4\\nzJIAbos03bgFVoR10fdYHBlphIqsNgzeANjl35dikK8pWJoYB9OSNYHp0IhUfhg=\\n=5R8T\\n-----END PGP SIGNATURE-----\\n   \n",
-       "473                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "474                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "475                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJeKDLRCRBK7hj4Ov3rIwAAdHIIAJpuX9+uaE69g2Sr68eyVGG+\\nYHhgsidpLAQLGN7fsB2J5Kw4kza4oS1zefRAUjWNbkDJWGfUaZ6lcSrAkv1EoBYH\\nYmlh0pmBkneTn5p7fWDFRSVaVb2yMrOjgGPejxIWzdxYiY/JAdJ6INegyojIoKTO\\nVAbuEkMOqGL5q25FYGDM1VROqHB22SLCeQQWyAIsQrqVPC87oWHTOaX+GcIoP/oL\\nqQL9I8Jh02fB+dyGLqRWC6sB40aZCoRi2QnFQBw+nbuLi1eBRGgldFghGeJoEBXt\\nuKWiinICubddIGRnC/gmgZwmEyTl2NoThDsiLVdgTiqFZOuze1DNWW54DjsrC3k=\\n=Guld\\n-----END PGP SIGNATURE-----\\n   \n",
-       "476                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "477                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "478                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJeKW+kCRBK7hj4Ov3rIwAAdHIIAGRAtweh15iZaVL519x3PvJv\\nFtiJNxuz/NOwHWFzycD5MdZyON9hBC7w0j0VsPgbDUpFWHmYhTvkDDrSYw29ngwX\\nJUl8nCvlBnXH+uNVGpZNho3tt0DnheBRl2HkHW54XYeGpHsdirMQVEE8ZUV04YCH\\nH1FpAtnQkVJiI1kEEaC4oHc/3IeK0Ai9HO82WNPAR+SKCqW28eye7bfvBDegoVE7\\nZEBmDY3d21/X8zUT2tdTqA3WvSOmGuSEx8fzmPCaqzZCfan5V+I05Rdv+Lsqtgo7\\nmQcDh5YzVdlL22TcenrN6SpSWTXc/yUUwaHQGcGFzt9S3bVpu9MBbj6SZQD2Jkk=\\n=kPaQ\\n-----END PGP SIGNATURE-----\\n   \n",
-       "479                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "480                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJeKXMeCRBK7hj4Ov3rIwAAdHIIAC2QBSHGGVrqd2mDsvi1YAQE\\nJXxJUdmDGsyM/xQoDVArGhAwV+3iKkQ9g8AetclVTx8P3sFjzVM96WbGeyA0tL3Y\\nBG5pjxM7AEEnjUHQ8dyO9Ti5+/b6fxbuTJNKuUshSqKsbf7GA5+tZE4XBb6EZLZs\\nC5+7gNSMrCU2SaXP6NoRUlnimXyCONVQ589kh8T1iik8p0MyuPYmUv/Rd7OgrMc4\\nO0oWi6SMtWsJZdBxbCZKUp2rhGksJbb1y3fYdUpYMa+TeAhEIOpJaFcCqiDmG5li\\nLettID8a5UxOO/WnO7lio++4S5GlRvDhG1nAPZOCy54/8kKkiPzBADqkZ8iOH9M=\\n=Ag9l\\n-----END PGP SIGNATURE-----\\n   \n",
-       "481                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "482                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "483                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJeN/v1CRBK7hj4Ov3rIwAAdHIIAG7XLXok9/NzSAc9NszjlOnv\\n/ZyUTBX7qdxy6kISBpRx7Jcm9zqMDcZuEPwi6T356R/V1qXp1/lJAe/HG7JH00a9\\nPfJ1X+wvX1ROi+6rUoowlwN3mIExcY4J63FkooMGuViDGGeYvXQYyPOyf1/xfmp1\\nXYzo26CFLyOILmumDTimJSq+Cenr5Z6aGirdENVVcafgTtPfkYm7hARcdtuH3ak4\\nZhvhv6oGX6g+XJz6WkUOXU5+Oy4bqrTG4xVR6OsI6VAnXwelWac6AyescXNvWlMV\\nUMcPCNDpAbu7knko9c/WXYz/ehnF1uAw42zSDwPnmoxS5htaXsiqogZEHUnerKo=\\n=/9Af\\n-----END PGP SIGNATURE-----\\n   \n",
-       "484                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "485                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "486                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "487                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "488                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "489                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "490                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "491                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJeoBcmCRBK7hj4Ov3rIwAAdHIIAD8pdCYAHPGF297/2fZ6Pt53\\nWVFhxZi6bC2Pwn4ZMFDTpxhALKNW7TbXoUPhMyqH6zD5awCYnYZl5p7zb+H6X9PV\\nFy4VvIlq8IJ138KY++fKNmzdzUEjI/zBsStPxwTdS7uWiyRsIamdQXAwCfC/Wqol\\nHjRCqQenaR7SBrdd2TxbGx7IR7XMUxpQ7ruZ5tt/GkV78vPDwKgetKtIubSZcIzD\\n0xVXzVxSaOkU8iH+cxiOMqPsqsTVS0rR9sRErJ5JWoOFfnk/SyXzO5pS5lX7ba2t\\nxi8OXaFzjCeKWCtGBUVvVPMw1J65+agmS867nnaMuPTlyAIOjrRUs+YIn8l4RS4=\\n=nHk3\\n-----END PGP SIGNATURE-----\\n   \n",
-       "492                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "493                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "494                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJeoCxvCRBK7hj4Ov3rIwAAdHIIADkVxag0J/Na/MbQPyZNCAXg\\nEGGARuVwbXLkrmAu+Bcb6XHBMM8uB7BKjUM5ptNvRgna2HDBtT+EcGppbhnfa+fW\\nTrWjtVCxaewjRyAIlCrh/5iX/lgMwTqlxGNmfdwekhncVobRda1CuZZJROwRC6j8\\nkq2qhrlJgk9LnrAsJcA9guEAhE8AF3d05L+YHtEUsdA4+Co7G3wAU+5e0Kpwsl9+\\nzhvMpU/xhq5j+7EgG/89BGegtF2uNRNJINm/1PMaalq3wxkmj/+Sg53W9n3s2lXW\\n/5N7iW93VgECw5vLgs+W1/IbYLXXsorj7pvPqnETLtsmiAWTWB/sgz7HiWdi4Zw=\\n=lBBQ\\n-----END PGP SIGNATURE-----\\n   \n",
-       "495                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "496                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJeqsJRCRBK7hj4Ov3rIwAAdHIIAAW+xHr95FEW2dr3GwfZXeoD\\n8I8O/D14odUi3FnaRZwxl+/D6L7Lc/v4VN2OXIyazzKJ8dLy15EpF4LgWJqchYtc\\nlBvsVXlo+VDkJ3yZ0AMhovptTNWsza1X0a72bWzNlzGjxkm85ZjdD2TlXO4RO3V/\\nF8tImFS5hCe4MerrofUCoa0Ddyr92NYJ74OjY1hqHhVRVbYYNzn79FLb481mJEY4\\nG4MuZclifPrrhVJsRApsqCPGfhw3zg14lvex/phO14FR+CECcDXXPLdJgbYC/DPT\\nngRl2eMWMZp2LKc6rex3Y9ugya272XzKNePab4+hCMKGKPlvyhAECGKQ4wcUjfo=\\n=EpNL\\n-----END PGP SIGNATURE-----\\n   \n",
-       "497                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "498                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJe1NZFCRBK7hj4Ov3rIwAAdHIIAIcqSn+8zG1ueS4FOabuVrma\\nuKApIsU0Z9lD9zD4JGpNjfg5QRedOflkhx93v3VUSigxcBs0/Y47310a5469jNLA\\nH/TsF7/qXIxuNHFLedxcx9SspS6Tr5k3GVUBl0ANLLUfH/0bGTi52bPT6NY4O8Rq\\n8kiVwzbe5zLpYXm/235AlG27i04DVF/7s/kwekZ3ZET1fu1bAY1KGOqQ8XLW7aYL\\nSW9pPym3h2/5ilM+PASgpNtzRV4SIPqS+6YNob2B8bHr0cnAZnpPKv7x/jOGo1TN\\nLomQZ1TMvH2BRcHrxYKNMRuCc7c+dRBd7l+KmxQEyyKJc2a59O9sWi8ql4P8ZZc=\\n=2SQ2\\n-----END PGP SIGNATURE-----\\n   \n",
-       "499                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "500                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJfDHT6CRBK7hj4Ov3rIwAAdHIIAEkT8FMjwuYQR3JpCoAOYFGP\\nVHCcUP4ZmGa1ce5vi9wzzlPwFnRc2e1OnIbZ9f4aN2z1QUfG/nKEGhml+U0diLQZ\\nNfx+Y7n+VWoNC3Mg+a1F2F2rRZf5dthFqZDt4o8F18uR5Jnn6g7VI7SeLxLh+LU5\\nyp7gjCa8F99kThtcuZVXbAgaxVwjKXwciUfMiAWC6XJJGKN2AyoaxNUJjC+oWNHe\\nGykxmgMZZCOQr2cLC18WyRcdwzSpNvzf6oZyHpndnve9y4P5gG0RlawhstwPkVNn\\n6eVs1GZhjclce/km2wZ6Jm2kmUmLPgh4QhaW2oMbRPIVjs71rCcQNsNb80I9f8M=\\n=hT4t\\n-----END PGP SIGNATURE-----\\n   \n",
-       "501                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "502                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJfDa0TCRBK7hj4Ov3rIwAAdHIIAGMwFsBVl7tzxj79uLqxLnz/\\n7Oyd1kJTXYn8saS+Or9k6Kqad9n3aT1lQm0NfyR79EKS6ro3wuZnHNwBYYsdjiXo\\nlcV5QQc3rB023xpllScfLNTUya13JN3ZJlEeaGSibxOfxlAISB2bFSSySj1JXFDa\\nLqgOuyxjNNbGk+Cgw+YlUGoMPFUfNB5KC0wmifEL2Oet8mmsx7nY51WqJgamwctO\\nIfCvnGosPyOsLDNfjqWZ0Bs2D6ybf9DnEsxGDyTdaGmkQ4psrOb8Bl4BQchhkP5M\\nlGTioXaV2Fe9WKY+jb/FDsxde6vOtCNa9wuzxDcVh4gMtt4nWbdZ4hcCe6RweII=\\n=6MEl\\n-----END PGP SIGNATURE-----\\n   \n",
-       "503                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "504                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJfDcxrCRBK7hj4Ov3rIwAAdHIIAEl/94jW8yb+af15maiKmlnb\\nARAD929OUoAW04rUhoY2aNU/Gh3omZ8JMK04LGJSVi5StEDeyWmhIEHNscbUgo1g\\nuFH8ssWQLqrH1wUljgklqt28Ne2g8xc7heCDHLAaUmYeDM5cPcoMcbKyGwcHvWoa\\nD3wv7PGjJSWJqdEIk5OdOQM+jjSP1GSME26tNkjR73Tux1zRz9/9iQGpxOP6RlPz\\nM/eN8VyanYsbN4VM25TFLaipx3cbY9Hp3c/aa4dz710/cIqigGPQfEqCW2KBWMxB\\nurpSmGTeGPf+Wudw/LAHUXCU5WrG16WqLMDOqR0E688iEC1+Sbf63DZl7TydZLQ=\\n=nCUj\\n-----END PGP SIGNATURE-----\\n   \n",
-       "505                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "506                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJfEWjPCRBK7hj4Ov3rIwAAdHIIABc5v/3W2/M8kt5uIJ/yi3jh\\nVikL/Q2U1HjxFN750iY33dmhOT9QJj01I50LcaoxzZeWYpHQHEpUIHJzk4CfHvmM\\n1EmnGuJEMkiJBQt12ceIqnll8Idp77BNjmuNIhrd7nPnINucLDiMEwpbrxN/ASjz\\nwFz/hPmHfAuF44mTXkKPa3FwEnQFFw9GDLsOVsLkkuC2+WgD0NW1Fj9NvTCf/n+i\\nJRp0yA6VB8k9ITx2Tuvl7h8bZgYEO+9ZhBWMKf1uHGxKod+5sHC1VDvLCwFwIHXm\\nfkjNtGoFqGklYKEuN2Y1TBC+qB1DhQKIYHxCpz+5Iqo+z+tNEO+5wzmXM59xxrY=\\n=i8eg\\n-----END PGP SIGNATURE-----\\n   \n",
-       "507                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "508                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJfIpPgCRBK7hj4Ov3rIwAAdHIIAF0zPxvQwVroOKtc9B0bpnNp\\nxv0OISaNs/tx5DiY8M+LhM4l9ht0uKL47gOXbNhQWDju9B3VKqirZ1UQ1/8VTCE/\\n7t1uQBtadtqm51b86a5HoUQFLX9DLsLmCwKGkmglwtx3teXP2GSn51MulezR3gFM\\nLLpd303TxppVKePxIZvZjIAiPcA51XMQvzX5CAHX0U0H82KitKJXAqnxtSLmtK+a\\nEZtXoiJuibWpB2axHkqDrhbtwcpT0wR7HJPMGDzNGPZGbaPjhZls5O6G3agO8g1q\\nCLuK0LziYPL1zm9hYBbQqvg9EFmk6g+fAAoK+HnoiPZuv56METMmJjth/gELFy8=\\n=vh8q\\n-----END PGP SIGNATURE-----\\n   \n",
-       "509                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJfVhoSCRBK7hj4Ov3rIwAAdHIIAAaYAnQzoTpk00CT9O3jAX7o\\n7SH3ZYmO1EmAP7AEdjuazCBtohe/BwegQiwdCoHR663xLAL3kBWq0n3lfaRD9Z/A\\nZHXwi3ZjbgMR3Y9wInVEG5/zdbSJLT4qmzqa90cGsXUMFuiIm6PrQGF+w1xEX0Dk\\nGtgZwjjYFLdrdQNdLSt1Nkyt9o6au9Hex7FtGx17zqGLKqVh+6dWoF8CL1Ne9Qyr\\nN49vESr+DvawF6JWQvQCIV3edTDRp4JMQOrpOg6rDNz2tBNKA8JViet9EkjkajjR\\nmb181vlLFV4cngYO7LXhcs42ntSJifpwPclseWnAX5cb0EMD+mtwarZxePtkCiA=\\n=1AUw\\n-----END PGP SIGNATURE-----\\n   \n",
-       "510                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJfVhrJCRBK7hj4Ov3rIwAAdHIIAGFuH5fh+HM2BPcTJ0YAboUR\\nZOTkRnscaeGNZvwDmYE6lIDUMCvBWe82j3fvg8OHfdtAODsoOuaB2JK5Tv5kNWxD\\nRjsyoKITmRItXIyl+f2Tmk3Cn8RP8x0c+coTQylyUew2YXPDXWNxQdW1enH6zoTG\\nKHKzg23Huyvc/t9+E527ENSKjl/Gy3OUsp7YmXWwSvRYM+l21tY099/dUnGrn6D6\\nLDPdkYFb6vW28qskNUBzjWeFSf89P7LnR2x+0Fag5VPWva/K9sSaV+EmteDm/OW4\\nKZxnfnUOdDPvY85D8T/+/SoDSP/06Z2XdwZvmA2JC8jTaNv10ETi9L9JbV3p0tg=\\n=egry\\n-----END PGP SIGNATURE-----\\n   \n",
-       "511                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "512                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJfVjPzCRBK7hj4Ov3rIwAAdHIIAGX/s4fj+s6LY9IZSiJgcHau\\nyiR40hM6YG85mnQTeHJ0hxfXoSnxK9wCSXjlypH+C9tsyhdp8a932xazgbmGNPpt\\njlGfrBjtE8MdEBhCA9FPc/xiVWnpYtC4CWAPaxASBKdyw4lnXdAacyHFmsgoMVSP\\nY6hYzGVclmghdBs/Xmx/Bhv2cPBDEjD7tuwM60YLc9tRcB/z2cXTNNa1eVtHEiKG\\ndT+3q+lSrc+Fz8fDGWn7pntG3BQro5dOewXNxdYAdGjyjYe+ijaVFl+SMiLXRljM\\nVbl2mSGaFGqLhaEqpBJweGyvJUsjHbK55Upb+06SaCgqBc54tqT0DOjTlrZu2Oo=\\n=tkOk\\n-----END PGP SIGNATURE-----\\n   \n",
-       "513                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "514                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "515                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "516                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJfVjg4CRBK7hj4Ov3rIwAAdHIIAF4JEUkwZ5teE8UEQK+zw3Nl\\njlNOF4k5WkBKWdL2FoDaiH3z1kgke2/rYTNY2BksBImCTwzE/0MNE3FXp8oz1Vt7\\nsizW6mYVRWWw76O7CTYJdafIVF8o4RaAtVL+Qhr3Tb0JmAiCXssUcgpWflZUuVJU\\n22HbciJsKYIpFzFt8MSntI2JJ5ZRgYLqLs7NDKZNXtwaNZo4rvlEzQ8gU2avCDvb\\nGdxXqE86EQaU1DGgrQ/973ofJp5jVz7QR4EQrKuwdL0gM0qnfy+MQrzkTloGHvny\\n+/waXm0nRb9r6JZ63B3u/dGCT0H4we/LJzLQtyeFSwurLjHpOrfQZMngl+MeN2M=\\n=ZS3L\\n-----END PGP SIGNATURE-----\\n   \n",
-       "517                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "518                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "519                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "520                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJfW4pkCRBK7hj4Ov3rIwAAdHIIAEI5ODnt9MJOHCICgY/09J0C\\nHli2TYAo3Lgp/hi3RhJ466PmW7UMAXzk8gQVsSeX1WIIdK24M6l9L10Uu5ChA9FE\\nt/NXL23F/tEPdvk33qM8OmalFOTCxi/cD9pI2CH1lYqaBYZN7bqsn7oEL38mtQBi\\nZ1TAuQC2wzmmv5J80qHUfCDq+GG0w07mrlj+mdhKo/Tr13hEmzazCEslmwW2GgDC\\nXODFynU8peoDvBGHE0uCPk0Sx0UhxAd7ydl2btOgm9wZT+lSWW/ViZ6Tba4GRp7A\\nE4Wo4xp+CIvULoA6YiWuwxZf6chK4KkCms04mItGNWUvcz+k6ijOPbvSnW0OvqY=\\n=oyl3\\n-----END PGP SIGNATURE-----\\n   \n",
-       "521                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "522                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJfiGApCRBK7hj4Ov3rIwAAdHIIABXB91z6dT46MfDyo2vme6iJ\\ng0xb2TvzYViqK6TY9Uod2zjzwCp5NSPVRucS0a9NQutYtjRNy2t1Ff33tMMck7UI\\nvIs3Na0pTnTtc4dFgavMZ2wayd5pzbc3NUjHgDoz5ODXWIRu+fQjGdTduEb3UQLo\\njJR6fcaYw7i8ovpVBvd1BGpy2NqngV/9k0a+6Jol+QhM90Z1nF1fInJ7e5dXO/lY\\nPPfKbrcTJ+BHsQ8uLahA8ET3E8mfQsDs73N066oVazr17GzDkNBirfoh77ayKbMk\\neGt8/ODR5maMGhLo/X98JKFOf3PnbsLaZxSjJ5dzFd7GyEwEnrTRbL0DbqZ+Vf0=\\n=t2eM\\n-----END PGP SIGNATURE-----\\n   \n",
-       "523                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "524                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJfiTwSCRBK7hj4Ov3rIwAAdHIIAJV+17eAxvT4WcinrWeYPyWe\\nffQGD14twm8N0ZH6rosY9drMw12Evt8Vjp6nOqQGBIKxCzp7ZOxtfElurxXN6irr\\n48/RbmF1TLRVRPDRrNau4zwABNpf122ye4M8Hs24jY2dOPUiVdoBCi61nnChYB1O\\nMn8eFHPMWToNuoXnFfv6iATQMJqVuGFDDzRlNwdEPQ5ZOIp4m0OXANF5G+kAEvV6\\nn3p12ByU2nCo6biOgWj7pMF//GOu/orwmedfhAvY3UxNT4X65hbHPLcksnhTSn6f\\nRzxo/P/MCXRVOuWnQawTQ4JJIuD1MUFMIQSK1SUtU4rluN+DrK/ZSZ3ec9VnyM0=\\n=AWpy\\n-----END PGP SIGNATURE-----\\n   \n",
-       "525                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "526                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJfkvJ7CRBK7hj4Ov3rIwAAdHIIAHnfFriXEnAkHhGztEmG1vGl\\njLY2H6EaygBa3p6HqFdouyKiu6q7Y2lCx0LP826UpsYJ562gwi4BnjWzSxPpT+oM\\ntiGyZLJySKnr/+hojvWWkQ4BNEU/XWfedAUAV1N+HDzEqkDXVKfFKi8xY+COp78m\\n5xgY/Ct9nHQFEewQJHrGDyNMBSnjxNQ1P+xdsf3ZJ14TeEmTF6LrfGydrmzYynkn\\ndt0AMa6PQ2/Y1U3XFT/g+JVrvQgr1QUjIqfwpCADNBeHANEUGjU5bGGBqop9oYNk\\n+sty/5fStcLxrA3Vp+mzUYk0uBqEeHpXluA3dmEELKkUsmwBkI4aNkWLdK1PWXI=\\n=M4JD\\n-----END PGP SIGNATURE-----\\n   \n",
-       "527                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "528                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJfqWKSCRBK7hj4Ov3rIwAAdHIIAGGq3N1YxOA11iTSewEr/iEa\\nrm4tPi9SLpRVW+RVncPPAZcZgeguVyhhYN2rm8gROo+RIC/IoWhxiz2lArUnDQEL\\na1tWRNnqxUkm8T4oBA1XnTmmzzJ/QJuxCDn+S4u0S2xS0Z2NKHTYzdc97iVHjqhV\\nbvpOKNlZ1jIdrV8g2x0zBzR5y9FSHeWF38+nVimX/a5lTonT04aIkbznSMvFjvIV\\nE+JpC9GiELH1cjG4oYGTKrSf59d+tAM9T8q6piPh2EGK7W3MIIQwWL48lQPNS7j1\\nTjGxumIS4imnZ06mfQK0VbgqFZDSwmifOkmYowAOf479cKSpv+/PpT4zNNrG6rQ=\\n=zJhr\\n-----END PGP SIGNATURE-----\\n   \n",
-       "529                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "530                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJfqWPxCRBK7hj4Ov3rIwAAdHIIAGvxKt3uU+2ff9MyNlPglZ5j\\ndciN0MoxMNNvXBJzoulvnaWb0p9JU2ZvZcckalWnXTwQfNFlchZhGYAcnITV0ci3\\n+3DXYpJnntMo1OUxwUoBCMGxlP7mdTcwv4Gbox1jeGRJiTqwYNCHaLRGxyLnSMC2\\npKXOgwIOBDSQ+RqGoUAkS1U71qfc/M1jxwyEg26LKH9eal6S9htYW30OGf2f9siu\\nCXzpoVLm5KdNlEkf28AKTfpMElLXAr7RbnzXlgTdMgehMjnSEx4yleF5oXnc8SHL\\ntl2n8tTYaDqP0s+YUvaERxRZpjxJWZkyYE7Me8MlbNU/9qmJpHPBCf60Yj5nQNE=\\n=ZpA/\\n-----END PGP SIGNATURE-----\\n   \n",
-       "531                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "532                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "533                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "534                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJf0K4TCRBK7hj4Ov3rIwAAdHIIADA8xwPTFIT5RJOg1uY/HWQT\\n7R3bPGwTC+iaAFN8InyKfmX9egZldhQ7w0bkfDTWV1FgMicSLvSrpHiHK2wvHc01\\nxVGgRe9xA3Qa3A+ASsODq8OYYFgkjOubJtENyhcqTQMeMrcA9RDAYzaCod/Hp/hW\\nc2btzBVK/4g6c4X56gal51eizB2eo3q6laHhDiJariPSvwMkpUv/XnB0IWUyfYwI\\nWAhIkhKjgKd+cCheZtLnTnW7rxfWHR2Y4snr7Van32t5irm6L12MsYHlnsWWA9Tx\\nJa69xezLf8VfTyZR0m7Y5VTjLxERgbZ5DOGigVvhdN2xIRMiwcmhRd3vI7H+MgE=\\n=zWBy\\n-----END PGP SIGNATURE-----\\n   \n",
-       "535                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "536                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJf2eyKCRBK7hj4Ov3rIwAAdHIIABjNVJBDsZDxVVRuTZHoCK12\\nDrswGMvDswiqI4/BTXH3m0S+RNuIniJxbAS59j0M3hN1qJuy7rY2WP4FBGAkJwUZ\\nFykN0PXKYvD9a3J4woZQMd1RQR8aQDAXgdZCDIVtddyB15yCxx/plxFKAOZLNCD1\\n7iJqcuyWDzLSa30yTZ/5xNxvJEZcP7McvLwOSsYA5yODj+B34QT/ETjO/p/VX0SG\\nH6t6o9LOJgYvRzrI0Y4ERZotyok3YzgTp1I9tzWMV+hWbRAZduSCA9Nzy8GWAO1i\\npXkcsE6jpViLHpxh1yRbaBFvOr/MKMdoX2/1B03kJQ8BOMBbLIz3egTF1lJDFDU=\\n=gzVA\\n-----END PGP SIGNATURE-----\\n   \n",
-       "537                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "538                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "539                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "540                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJf2fICCRBK7hj4Ov3rIwAAdHIIAEkNm8Ec4fZPGkVdyuKcHVpV\\nPoiLt/EedHsDUYUKqReSmgYeQ4wwSkErG1Tld22R88JONN6an0WxW61qMKRj4hOh\\nYm5vPxFT0nyW4I1urTltKcto6rngmfckU7pYJ0ZpJm+wR7Rvr99jKZgN+GpicSeK\\nA/F3ZedOjxNoqRbT0vxnk8pXzAvP3IqL0EltX9vkg74sOjRvswy6iaNzFdB3QVSX\\n4peA8u50LqWxAurrHGe8ibyM3SRwqtjzIWSihK2PilpFIown9V0mOJybxl4DDgdr\\njDApOv2c8ykpgFS61oRELmUTdSHvhg+13WGPBKPtJKtn8zwy5RDoLgxsM7GVqTo=\\n=Nh4F\\n-----END PGP SIGNATURE-----\\n   \n",
-       "541                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "542                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJgBaMBCRBK7hj4Ov3rIwAAdHIIAKIiAf7XvwQU18ZBn1LJpEjw\\nxECFd0XmaIbpi3uTj5lCNTe9f8lcgBr13YzoFgpeRevmkyGqEOZZHo3qEgp/oxmr\\ntX9NFgr7VNhKpBcnZ1DopxjsCkMlEk+B/chL51VjfyWUSd9BXEf4UhcVcix+e2BD\\niGEEsM3krzE/3zy3toZ4j3dnr9v/Tk04cZicnMj1TLNJ09ZbZIbvmqbgf22FVyha\\n3YLyFiXpi7SR4QQXBS7l8f5OneQxNpOb5vlhL+M7694K26770H2WrZQ7F/khyQu4\\nZ1bRRIPAaaQfJEm0ofeW3JGuhDA704KmGhA6fp0gGpgkOA2ZTpx8h1/xwFFwItY=\\n=VJ2R\\n-----END PGP SIGNATURE-----\\n   \n",
-       "543                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "544                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJgBbfcCRBK7hj4Ov3rIwAAdHIIAIzYXfpuxkl18y1u8EpOMGL2\\n90Fh77Si6PTKZUMfivtmU0+ekCq3EABgzVeOqkyHgd9M0Fb5f3G4RQEUNueG58Lj\\nmfUDCA8N4qhxL0/pBZkrgNZ7vzEEKDzQKw4xzE71Gw658HyxLPaB0TyYQOde/tWE\\nzYK+uKeXCRg5x8AukSmqUdmWYYaOlItxaJ+FrL54/bN6kAC6kzYy3uZG7SAV1OOJ\\nu6pu/xa3lpBnSXF3QKqhN0yBtfodl4wcwlOzfDl2QsgT59NH6tS55x8FBjiMuYcu\\nSna4XLeDL/VJ5+VuvcekuArhi0wnjGN21ijXAfJykdutT7cayuMbq4owxNYBI2Q=\\n=s7R7\\n-----END PGP SIGNATURE-----\\n   \n",
-       "545                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "546                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJgBsjiCRBK7hj4Ov3rIwAAdHIIAA6In5EeAoytTlqGGOy2zyad\\n85wpRBFOWfhGRTC1cLtTOhenAYbYHKhFUB8lk1zCpua5/IxnrFCdmD/SN8JN/6jJ\\n4TwR0Ee/6cSZMqlWCtUSnR+2JKz5WH3TwtGDKW8b8ISiWcG2g8O4R+IHCgp702Af\\njYe5Bgo4uPQG1+3UrQxP8kC6rYZRAgkcFc7TFH6F8A9JjYz67NSeTT7aOuP9MffZ\\nY414868NZYeaH81RECcl68NNMN+ZquIr3x2oyYSyRfraLan45zX+iWLSlJUVgrUq\\nQ8Tus1sZKpOM5TtFNTgeeyEti7EA0whKLxvd7Q26+8cPrRskYgii1hCgBOGyyaE=\\n=1PXb\\n-----END PGP SIGNATURE-----\\n   \n",
-       "547                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "548                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJgBw+VCRBK7hj4Ov3rIwAAdHIIAFsJuIyXxXiuGJO8M5sb2oRu\\n8ssaGAB1a6/7sVF3n5DPQAtuie3hfr5XZGzoIdKHUHaL2+LTmKxlxxTNwtB96Iw3\\n82re93oIr+PpDF9mwMmK0b+xVV6KxWR0QhmSHbmesiD5tJTxwV1Bj9POwyU6Mp70\\nWtVZ1YDhdDitgB5JBqskdQuaFTzUiHVZJ7IfTzwYngV7wY6DlAUyMIC1ahqH1vLJ\\nJrVMbrdh0OZVoG/yujDZtjG9aDuwZbD+1n7oxrD+TIdEXmj2NckF/6UiW+RKpnD2\\n11PezQdDFQvEaP5jR9h4qpLh+DEQFQkG80sW92lxKGpiym9Iaa137UIE9jMF/TM=\\n=Hb6l\\n-----END PGP SIGNATURE-----\\n   \n",
-       "549                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "550                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "551                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJgGtGKCRBK7hj4Ov3rIwAAdHIIAAxrFBGKAdQhyHMEqO5eU8SD\\nZqI7Kd5TFbWrqmE1IrlQ1VpE7bwZKZGV+au7g+3SB9koVl2diR0kRCyADO7GqOIu\\nQKH34GvdVeMzO5lrXtBZiYNpW1eCe43AMEny7akiETGZkSoUSbd8XvjNsMgCPw6C\\nwAHLVL65Wj5uE5pD6FxAVqovRBB/mZSWFWjcKFoHP1VZ+2bx99B+5QG028T6NF9f\\nbzxHCpJ6RTTPqnLvYar4HJtAfnomOsV3tDtqX9B9f44cNYbmLOf+ZwuBivnmDmvj\\nNIaZi0kaefutmv+TpyjCZJZTtUyW6995cH80MdIoOwY7nDOn60LVQg0Ktig2014=\\n=Ev6Z\\n-----END PGP SIGNATURE-----\\n   \n",
-       "552                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "553                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJgG/EOCRBK7hj4Ov3rIwAAdHIIAJ2HZ+HsabaT1leyMgXdPbRU\\nE4OEo6R1Epf/Bg/LenmGpz3JOXQpxlqt/VO3G4o83ZZGpfaCEtkFlVcHj/qa46YH\\nT/nj9oiwQkjMd38kp8hKDtwmu4Ca1F8yrONIt6uXTnCTurh6YFLUMZ4tTY5plHV9\\nxob2RrQq4rcgdnhU/sVaJHFTXRc+Aw74NdBHQQOaB/4h0dD5UTpNMObzD99/xkRy\\nx1TY9KZCzUObe9iUMsT5NnHOWwl3QENh281LrEN6ZHz57VhdigLkFyvL56RcwETX\\ngS2yKwM71tqwMuJ6cYodD4exnkUuQxWQrfNE+AOgoQZ67Q2/ZAHfB8IHp0h5Tb4=\\n=xpa2\\n-----END PGP SIGNATURE-----\\n   \n",
-       "554                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "555                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "556                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "557                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "558                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "559                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJgLTQkCRBK7hj4Ov3rIwAAdHIIAEX++3mHb3iyu39dY2/RFLRE\\ncsHYVi9m/EJRDcPU87q3nbKMwHuaGSkEgl0QnoiUQnbnx5xysJOatw2tU4UYTgu5\\nbIoMuuSoipK5/IO7zlqYx4968hCAFSAU1IYo96dRnnUsioAnmtVqNzFY/7vRHikS\\nA8I8TuJu6AoONg996IGmyz2XLayzfEppM43LYOfWwZD0KhaOK6Qxu6k2cMZY1h3I\\nj3rn2vusOfNjmrEtkbu0VvT6HGjDm66B4ytpi+kl/fsWhoLkc5Kpb3Bj08P397Cn\\nJ9UxNHLS9ouPd5PGyTj/H9PGC+4wdWVfs57rxjCD9G3cgMEQb+iRI+PP+iS4gqI=\\n=BkOS\\n-----END PGP SIGNATURE-----\\n   \n",
-       "560                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "561                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "562                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "563                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "564                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "565                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "566                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "567                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "568                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "569                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "570                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "571                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "572                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "573                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "574                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "575                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "576                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "577                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "578                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "579                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "580                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "581                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "582                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "583                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "584                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "585                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "586                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "587                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "588                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "589                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "590                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "591                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "592                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "593                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJgP06SCRBK7hj4Ov3rIwAAdHIIAFga2SdsiZrkDjjbfAmB6MQQ\\nf1hxqalAJWjZXI5O344pwKwGjo9jV94wgaHzJPflAAMrsPa+KqGYDFx/wMXNKwqE\\nXMVY77YWmFjri73WlwCUWiIh0rJvsBAAgqBjvnJGNHIdhMLlGRgfwICA9oHw91rg\\n0pm/iA0KbFCKlQYcfD8hL7jO7IVxqvdIK1qoB5O5lcf/yhIPjmTdIqZXa+mvdUEa\\nv9zOgV8MU3XVHGnep+GhDSxQ6Vl0nWLDoqe+oDUkeJBykNbRYNxvEo+TxcP9e3q/\\n47iccuf0IfogveM1HCmt8vzLLEDrCsVlt28XtJXdedlHjSyp+YxQ0O5UgNPv51g=\\n=d97M\\n-----END PGP SIGNATURE-----\\n   \n",
-       "594                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "595                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJgdGSYCRBK7hj4Ov3rIwAAdHIIABsmZW5bDHaLPuHtQWS7gGTq\\nBegzE08qUx1kJBHRsLAaeQAZowDycVW0ApHQpO75IwxEbt263g4n4j0/uA2yge59\\nAuQbnWwgXj4iG0Vxgq3HHEsC8C4Jqq39QXppwrEXCjlfb4Gor1IjkAnfX2R5uzBh\\nOlgY/1W4N5FB30ygit/F4RYStvVD/IBgJNAbl5Z8eM8ur6MeaxFUSsXrPcPqBbQx\\nVUdEwzKLqzaEMK8RhNTihKNIVRD1GwsdQG5AOF4erQdBhfncX4rJv4Qm3QfjkfKC\\nykmcPlRioQkXMHWZor+citOQLjNPt2GkoFFB8GyfJriG4i+N5vn6K6e1ZfvN2Tk=\\n=awoY\\n-----END PGP SIGNATURE-----\\n   \n",
-       "596                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "597                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJggAmhCRBK7hj4Ov3rIwAA0U4IAGjoMYbk8qszcF87z/G/1nQh\\nu7C0Fs0uNYGq5Vl1LbaigBzON02DNbrUr0tJKnbgenkuKXeZ1oDqYQveontTzXxf\\nXdEn1ppBSp9bvvkWbBXR1A8vgrPXC+lI4/LbMZEPZyqpcyoCGxl64Z5JETrUzdVV\\nUEGVEf+ubA6JlapY9t9pzSbos7XYrzx7J8u4scWhD0zl68XCgHlWvyvrffZUdpbd\\nzX2X4kVp6UOYwS89Ul0edsvSmn5BTXp3HWEDmfwaCymVLWd9bLQg5gPtluDV7Z3P\\nK9v24H6NGyKGRPFfwv4gKW71bsY/OQtYZ8UI0/hUKllMYQwfizn9SwyEahs4N+Y=\\n=HxEB\\n-----END PGP SIGNATURE-----\\n   \n",
-       "598                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJggAmsCRBK7hj4Ov3rIwAANhAIACs4T6nKKKx7Xw3DydIm2BzC\\nhBVqzE/TXQc4UIQGToFSC1zXEnPqEdJbRYy8emb8T44tsyvISaH9x+Gh2Cx3HRzW\\nINZXVqUvaBUYJbOpSlYk4MccITY9vMJSxZVsV2ijcDAIJU4PgRfWJXVtk9Bn93ML\\n6YJaNW96/PYWJjy0PyUeBmeHK+fjt7ekQgso9eU/pfRM3BkX9IqhgA72+3bPhUaT\\nf2kezIFQgODV6PiNA/7NLHJ0q62/t7zFY2UrFmhFU/CCx1oTieJ3o2iuXxi/X2j4\\nnZpfBYDpuBvxVsEBH5Xg1Z9vWxc2O2beURG7qOlJVkQH4EUUGel2UiCZ1KzV2kM=\\n=KIdZ\\n-----END PGP SIGNATURE-----\\n   \n",
-       "599                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "600                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "601                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJgm6+jCRBK7hj4Ov3rIwAABYgIACiOCI7NHMR8WSE4nykELF9k\\nDyzwoMQdjaFI1EzMRopI/itTnQJxTVEMUSTPD+Pf9lcmx/r+J831C3Aj2ie+j61N\\nC3FonTjgnD7crAMyKlyqj7k/F7M5jW3+kZ2Gptr0vYnSUh0Qz2OOzVVXQHmRhJ4f\\nHC9DRtxNgMrLNtkaXo6DnGJPfzVjFK6PPirl4EyokGWo/4IdDNA9po2f3Mj+7hj5\\n5dXBhPNou407l2m1x2Og3wK0JQFKW2doaQONI3AaiaXhVTe/I58kYBzUMUZIHagJ\\n/xbzpMhweQiiqHkENbgfhkiJmyrs3fr2rsmzyjPCmuIN5qeymPkLaVcLUDAz0lo=\\n=YQHB\\n-----END PGP SIGNATURE-----\\n   \n",
-       "602                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "603                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "604                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "605                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "606                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "607                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "608                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "609                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "610                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "611                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJgw1JeCRBK7hj4Ov3rIwAAw/QIAHxcmtS+BvBG+7zBuczFpdE7\\neGDowaC2hdO8jBKr7lWGd3cSrdxxHCE/9wtgCMhi8wPKKfGq+b7WxWtj1VFlxnCB\\ngZFWEqWBspeyLVm1Gk1PisPoCkep8YvQCEpUQyMQghUo0rOcQy1xTeJR6ZcX9REt\\n1SZGZEAnwn5KP+ECJZhJ1pmS+JAC1+632EczYIDvw5SrpRrxbZv5OoDkvDCywa83\\nxjc4qK+ZmEnmfrpRbbkDnI5u600HoA7wly6MN+50KbsmoolLl/7pjNksCbaHMgJ4\\n9AGYAntiDzL3MQhntNQHT4hBaqUxDBRQTfqRIts8Mp6WO2v/RuXJDEYlVaUOBCQ=\\n=D9DX\\n-----END PGP SIGNATURE-----\\n   \n",
-       "612                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJgw1JlCRBK7hj4Ov3rIwAAFyAIACr/G1LI+Yzm0EeEyIKfgXhw\\nmuLv+QYkOFx+d9YJOL1AUFBpf1DBcR2XdKJ96SBCbb609rJwwAWYDDXljYAYbInP\\nYsaFcotoymElafXtMcECWpg07XeiIr95nasi5gdJtLFZ0puDtClL4QVN5iSqcOlN\\nnGZmiHQynyQbnFEt75OMiKkq3a0cElf6jXG2yVA6D7yFbfusBFhLzg8jH8yPQ7iU\\nvkKj+0ynlr94O+wKvo0MukmVF91c2KejLh27qQFy+SBleH6vXLdFEi+XsUKL6SN9\\n1LL9cj1mRt5N5XhenbGy8mx6YJod0pyY7044gJpjZA4w6twZ5VX3TKIHRVci4Jk=\\n=DZpy\\n-----END PGP SIGNATURE-----\\n   \n",
-       "613                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "614                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJgyIGZCRBK7hj4Ov3rIwAAOY4IAALwnWorUjdHr2rZU82cE4da\\n1Cgv+r8YwurnrB9Qm+NLJ8o/s6Al2It7SVlvx9G0MExiXE1ZHMhWcNPGNy6VP2vf\\nx5i3GjExt0f88u33UVItjwUtvzMTzJvxgSIaz+gvRIPolVgHBkd1rsmUHKBKW8YB\\nit//XuL/yzuxFOzY7CE/ndlcp5353wFV6LHwvGIs7CTupHDe0yj23LdtBVSInFt9\\nxwRMpFRNYrfn2QedeWwbWq4v7KYM6GDk/DL2LLEve37Ct7ug/38blgDNkAfi4Dum\\nnO5l+X2nbTDKRnJcbzgg1g1dDLTNeSMxk+HP4IzhMZWE980IurrGlh6teXaAWEg=\\n=tskX\\n-----END PGP SIGNATURE-----\\n   \n",
-       "615                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "616                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "617                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "618                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "619                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "620                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "621                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJg7oHXCRBK7hj4Ov3rIwAAy/8IAF565BMsMNWOjibKQsEEgYyj\\nycaPMFlDeI4NUFzIGTH7Hpvm3Lhw/y2pSq0y8jzzOduxXvSKAn53SeqZVuyvq2bK\\nuluj9KKsJWgU6Cm220f74HeVa6MoW9TpzpPjYzbVNagP3oFahi2iEXcX0GKq9XIm\\n4AjmwrPC7vswKCVBJMG3wd6R5X9JOO/4IrOcc99qFuPNsB5CB9n+Nf3P1ple0x2E\\n966roJQOF3pUKAoPPyvXlUdmx67oKIxjUQ/5R9hDS1X7PMquI11GaeNHwgJDeWmZ\\nAxiAUnaUu9RPeN7ZqeAQQL10eVpZsw8aWj1tARY7zGPZJqEOSgkGr4A6/UmArCc=\\n=cNT0\\n-----END PGP SIGNATURE-----\\n   \n",
-       "622                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "623                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJg7+y6CRBK7hj4Ov3rIwAAoE4IAHfbgfTqu4qhf/XXbrk7v50L\\n2mke0hqaNL9QL9W/cnqyp5tkXrzdxi2mEaiegq/8lHESCbGr0zjggDW+CK4HQsL2\\nDtUIhZsvX6ADIHhqsh1Nbxs2XTJgFm/ZMqmvon0cC5c1kpvZr5bAIdaq+LE87xFE\\nZPBboEApY+EnxV8pdxsiEzAoZGKU/tCtaSLgDq6ODdqCOEW3jhMfT+kUff2OTJw8\\nuLCvWT5pYyn5vBjQLNiaxk0K/AwEOrg8ARh9BG9sDHmjtrAfLPNm30LIbppR6MCD\\nr52HMTEwoGaiDL5uwj8QxJ7eiN6vyJEm4KXPCiuuiJdGuVUWUklfr5L/gTPvdWE=\\n=huEF\\n-----END PGP SIGNATURE-----\\n   \n",
-       "624                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "625                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJg9WGpCRBK7hj4Ov3rIwAAPSwIAKhRHUyXH39+8iFpz280jJyl\\n3dRXbwG4pw5RVz/x8UzTfplC6RJCmwomzsH4meR7B6sKlRseMBszjTa7UFTP4sTb\\nVDYBhrR/eYKk5UYmg9U88omJi2pNJxYcs8ezEyqFAQpE7yYXmfBZkaH3vuSDMsJC\\nhd+296DuU1xERPIYRcl41vYI6cC15MH7Q0foHLw8XS2Ny4RaRJGfm7eSsmwUbAt8\\nLlbTi3E222gkjRQGo48Fq0ORWndCgmrwMOxUloYoepaQxrKe9n4dQ71R+pJmuhxs\\nM7fKxqjIyJ16I1gjTYz8ezxiWAHGceqN6Ndr8d2hAi9DOIU0r33tLA6BUr9fMRQ=\\n=pEJ2\\n-----END PGP SIGNATURE-----\\n   \n",
-       "626                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "627                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJg9q/VCRBK7hj4Ov3rIwAAXzYIAIkDCJo4T0PI30AkUEfu015F\\ngFzi72LSoziIE603GbFMokrLsE4TY6yDc/UBdwP2ETUhSIR1aN51caX4o5lt0Rpv\\nzV2ZWeQiTk2FXcaSbf5eiMXWn5vVKZj63MWS96Uu2+fnor4PIbXVKgSqq3+OCHmL\\nkP5FO1q/yh0lwoawQEzO1hoPRCPrYmYveCpsuApw2lbsFY/w63MGZ8kYjrK8ItZN\\nI158ZAM1YLpiqulOdQjEz/mC0rgABPbuJyw60N7dX0lTusGb5lVvdLLOB7w/GIEG\\niP0r5HcmNFcVPcAuxBwkmmul511x0B0Z1WTjMps11ZxT2/z/Y/C7TQfw766Fafc=\\n=2k7O\\n-----END PGP SIGNATURE-----\\n   \n",
-       "628                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "629                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJhH8lpCRBK7hj4Ov3rIwAAdxUIAGUryQOA5ebCnLnsWoeRWHE2\\nb/gbJaFHoLSiqzaidtL53xD5w8wmxcFP1Fm3KIAAvTJ9iv2N2Tpvb84ArRSJZfJP\\nrucquBw77rBcYTnG2tXRcThJiD51jL4bmvhRkpefRytZHlURElALTPGv6AO5waGp\\nmPB2Dm9CYNSk9xbbdH+ZpkW+s3XbczkbIOZwCL1zk98UGHK7QqafsrKsK+10SIoh\\nr1HZf/tK/V5r18lIjyagR8zZHxkuW3eFQkXyiZjQUfUEaszi6fgmbtXKPWWoM2jw\\nmUF5s3gw3svoZOp7DYrPx+LQysi+gHSHKel6sZrBgg2Mif40D8AZHl0eVUXljvM=\\n=w1w2\\n-----END PGP SIGNATURE-----\\n   \n",
-       "630                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "631                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "632                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJhRLkkCRBK7hj4Ov3rIwAAI/wIAK5HzVSWkDR2bYOJ75UEUyBN\\nIEemfB+WWLwSpKejIL7fwOmNVcMCKPb0B89ijCBqKoLJXJ3/vTKwHPpyognfA4dY\\n1Ci5DVm6kN8ZHxPUnI3rwXeEhUs2vXHQA48cgTLPBTKV9IsKL6H5Kem0f+BZmSra\\nfkNbsVpaLXBYiwEz1LGuJ+Q3tXxG3FksJG8ZVdmEc+YuYg4m5P8lxA4pH+eS1piy\\n6adtU0SgEltRyadwk12eMvO+K0fw2+LmA+WvyhGgcICaAnUoeuW6bUi8dja49JGM\\nP4qb345z2LFaPWEwH3IiPu6TuU7w6PhA3TObAaTkOJz7TBWJHlNicH7XHA5RNBY=\\n=RRKq\\n-----END PGP SIGNATURE-----\\n   \n",
-       "633                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "634                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "635                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "636                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJhZFS1CRBK7hj4Ov3rIwAAbpwIAFoU+ioqCE3AneKwzxhwdNYt\\n8eeqCsj0vw7KvQz6I1MBtzqnOJOCou2Myc82dOMYZdbjxWyHs2iB9NJvXPxkO/QM\\nnpCwewXYUB6fwVydGW40bum5lpeF+2NHy7FmP5V3Ie6PxOyBwaDVFzMWSOZQudhh\\nyC9mbM8Ru8ztXYUZ3u+l6Q8O80/Sf7Gf7ityZuA+lCDHFdxPY6dIQwtH+1EWPC5B\\naei/+KGxlABkTX9qkuY2H+72vdwZUS8XVQb8adjBLq0fhVbtyRpqrSfkZREG4SOr\\n70sUNhj/JT54HwmZEL/sEXd9Ez5iNeiSmzpBVvI5jxHRy5cKoMAwR9/3XC+TnQI=\\n=3S9V\\n-----END PGP SIGNATURE-----\\n   \n",
-       "637                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "638                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJhZFlaCRBK7hj4Ov3rIwAAT8EIAJfPfTQKFP/7AojE1qbWXv6O\\n3udMVR5SkCi0odIz43GIHvwitsbwzNsYmZ/n5cxOsxOzU/OsBbruboFWfl8nJxNP\\nLjCoceviUMRVrfDyqiQy3Q/omRgDi6P6I3B+FF3/DdpUKk0el+DAeAySPbnaNSQW\\nqAwxANbWfvOQxFiUIWAsoXl74mMJ8ovyFV55/zTPoLGMAZJROHRM0iEHZePs51zO\\nXwNaB/aph6g4uWn7F7LC/8LCtwrq19FCtDulo0QxBKQZ75/6Vc17Eahrg7rNva+R\\nbUg6whgAgcmGpmfbJ0npwW36iFYe+vPXQue/qEbl6qm4zV/YzMt6TrTXPd/inW0=\\n=xXLN\\n-----END PGP SIGNATURE-----\\n   \n",
-       "639                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "640                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJhd+dOCRBK7hj4Ov3rIwAAG74IAJ8B9RQEhrr/0W85V0dFNFXd\\nqdO2Na5BT7xffxMDUHDfd+zpNyliFD0NIocJp4ZJUFxB/jLorPNfMBodT4XPjpSe\\nr3pemu9M7Di0pHYEKbVAM9sa05UXnf63vqHudOgh1ctGINqABont/7RsPIMQYC/2\\n52KYaUNz0jkgQI+urgb8yDwJ5EsjVAAhQLyKWF5PjhjNMz+SsQ0MOVx5CrNZEinM\\nob+ZYu5ZTfxlT1H3Hx6Vuwd0/Tu9UcOJyOYRjav8U10Q0EOCG56QYGCB+xaDfD+L\\nzJihFIt+wUEMiC5/UVtqlHa70eXlS5FiN8M5CFyiu33wid/IHBXi20n9DltmdDY=\\n=rz1f\\n-----END PGP SIGNATURE-----\\n   \n",
-       "641                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "642                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJhjQNGCRBK7hj4Ov3rIwAA+ikIAK1c7gjtL8+Xv/wS1jB5rTmu\\nmeATONz18nGaL0xhQ8MYhFjmeDLgsSpApISCJrY6Kg+2Qrgz/w0x0232umIO1qAn\\nmNQqv+zkzxpvhbVCDeqif0XhLA9oKKNh2gH3DTxK71jRNjvYHlgJPjl4FkZHaPtx\\nxPTUKDxB5yHF/fv4SUSmXz296j9rSV9alN2iSA6xrmbzoXu2/XuOh1ApFDMIP6mm\\nA/lEW6OHEPt2q3BE44DYxGlM6KEhRcy+QxrViU1nH9DRr3PXZzX75dgzNHxjOKp6\\n+ce+ih8ydeMTxBTOu65IC3YJsxVLijmmURBbmgx/VN8jwM8Tml/qZzjtFYWtdCU=\\n=h0oM\\n-----END PGP SIGNATURE-----\\n   \n",
-       "643                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJh1BDpCRBK7hj4Ov3rIwAAXGsIABUlbk0jdrSFtqxSOF53PaNI\\nKui16mzvMZeGq9hO+sXvm/gaQELu1V6dohqOtx/md78t2R0wSMGN8IsvPP4ncYPR\\n+giZ3TqY3EjSZP/+4PuqMmn0prkd1b7Avucfxn6OLaAi82lYuWzpwNjxAVa6Jy1o\\nAabpCuLg89+F7kxwor4LvWQd+lPnnhnMEPCHGWIJXy+qAWYO9H1iXvQfpN3+1T4B\\n4TbCJ5Cbm2eqw06lX/iN4i/LDxfJwlpSdA/rVVV6asP0Szvj6by9qZP+pO7jota1\\n7sSucdwFvMCpqZDgW4ms2oO6LCSVA8IY5lmf65eKlzBAHoaHkLBlmJy5srlk2LU=\\n=cnoR\\n-----END PGP SIGNATURE-----\\n   \n",
-       "644                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJh1BEGCRBK7hj4Ov3rIwAA9EIIALAAjRQGNu84S4etqC28p+Ol\\nqfywLU+QRlnBIYyPRTAPA3DtHhojHSRz79thDUputsbfJMPAiDShNS2eRNqzbaeV\\nq6c+T2TX5RnjWDvT35ZpYJlM7FKb9+mIe5O4xMVhYHVon7wL9wfLxwC48HQ8qPco\\nLW2jm3isQavvzdHWXFgN07hOeaXa6mAcwBBqjf1Nk5+/xyFs0BGq6rx+4QshGobq\\nMUObvTeLr5szUbKUK4+ob2qFWTZYfPa+fVNfe68R0wNAMrugJf8PeuVJ3qBmpezb\\n45SnMy7ZS3fYTpxa1Vt88neUltdvCLyOWx9tJIXZnRibVwabtiizWOpVj+lxsqo=\\n=81ZS\\n-----END PGP SIGNATURE-----\\n   \n",
-       "645                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "646                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "647                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJh4IyiCRBK7hj4Ov3rIwAA4igIAHKA6Ej92JDVDKkogmP+qJVU\\na2e3xSjJ5PiJ5H/uzRhTS+WUNzgS5lKN6Dg1PhJMkh7XdhMXD5GgDCB3OVDAZyEz\\n4VspyDG6K2qRcS0PgzzRGIPyYaMLubP4M1bid2BKi9iqQd2SQz8o4U6aE/yyZF2Y\\nq9EzszGVApFWQQz9IupfjRvjUt/yg/ZNCwpbd2JOMjdTRAJWyIMESqHNyKUXG4LS\\nOI63MlmGVqm4pvDXlxJ8gQqIKHMIVhSXJVbujdvm0zGMPXuXkC1LNSD7iiiFEoZK\\nAu23jj3W8QcoanmOYhkUzaoa1MPGDJGcv+e9b63iCzH7J2Q7LXz/GPv7RkNYUfE=\\n=ppII\\n-----END PGP SIGNATURE-----\\n   \n",
-       "648                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJh4S7mCRBK7hj4Ov3rIwAACHcIAJEpUXXP4SDULSW7HNySEzBX\\nHnOLZKbzdAeiCQWLMQe6z5wSjWAcJROA55mAdFJ1Eho6/PvyKw8paxsAv/kBFccF\\nPGdYgHg5qDXm+vyZfgnykjAZ5SfYm/T1qIgK/mLwEhzRkysj++pk6ql0qtbYfj6L\\nTDAnvoidaq3sDHQ4CfF/FSjWWx0Ga5vWaoAH9YsqizZq5et2tSSL+4AzSdfwZNIm\\nvoI006M0GPs00w8T6lZaymvnD15my6GrPJtoNfrYK240iiPoJRyISRkw01TxDXiE\\nZhWnPebRBgjxEFGazclI/0yAfaxDVhPQbQGA1vHUHkMWtqbbp2jwO0rh13Gsj6g=\\n=pVSF\\n-----END PGP SIGNATURE-----\\n   \n",
-       "649                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "650                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "651                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJh4ZXjCRBK7hj4Ov3rIwAAgrEIAA1W14LBwDfcwRnZlEWNb10v\\nVfUBnqLxv1LeB8aq2uCbbm6qv/sLivHYqPKF0xFmH22tCIylcpRKscUUDY30l7is\\nV8vyA8UPaz5JJcqgqGENFBqyIZX2LOSK0oBnyAN6uXfTwF5kysnoWbVX3ksIVGqJ\\nnEpghKSFLBAQrwsB9glv8n3Xj/3FocHKG3XnsMaP/kJ1j5ME1u4lUimoPdCOLWEw\\nUQTwWNzLwzW1jAqxR4WTVB82F991O9Vu+z7kYrJRtlXU8hD9iMZUP9fGF4rae/6u\\nrPgp2yucxNrycC0eGTMDSp1coRmasI+9xS+5xm+DwoAFyZM26TvdzZj9mIE3Hp4=\\n=7wp1\\n-----END PGP SIGNATURE-----\\n   \n",
-       "652                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "653                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "654                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "655                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJiBTEbCRBK7hj4Ov3rIwAAnlEIAAItwmCS266Ql989U4lV/G1K\\np04SeZdHuNP2peovnmBUppKuOEbau+J0f7zfb42DzvlOJ65o9ERAq9WURyslXq6j\\nfzvPEBV8utq0cATlZCIXDrDLK/d8WiASQ8Qj5nj5DovFmJBO247g64T9bO6ValxB\\n7wfmpyd7jV+qXqD3+Mj/VwvT4FY1unFkTp2Wd5y3FYv5ACU9KoGRa2TbYtzGmrQO\\n9wk2zgyoIexpiUKLQQsFNInX0f9EMzLThOViCvwA4vMyWQgi8JpOdV3sYSeJY6c+\\n76Xc53eGw2qXRdmLKGu3JzqATqOeqtzVpPhCfuazRfg3d0PFGnQpSzTQqjv19TU=\\n=nYEP\\n-----END PGP SIGNATURE-----\\n   \n",
-       "656                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "657                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJiMKJvCRBK7hj4Ov3rIwAAytYIAA5pmBDHorJISHRGvgJggICm\\n5alxNwkZGn4nOlnfjRUJ29wG/yqcvcEBP+X0YIS8PoOj+7dUQ97QC9xfSAaKJpQP\\nWKMo2P2H7ZlRSe7XfpAXChutrivF7NIBaL6UH+mI1Arw8AZOTKvE7kfwWng72udJ\\nJCTR8EnPjSemJMLhrAIK9NQ6wqX0lvreTZy8hP1ajsLDxaZyYLMjcLb53LAYrZHA\\nfp0cwp0Km5jgA0vWr4SGnwJFvefJBSbXSdJol8WinCU6lxCR7KEf1csNFmi29PkP\\nogNWeYDnKerfsaxIRtZZ+p9ZMVMUKLijIyAkWv4y3rT2fW7Bl7ATB5kjMbOf7bE=\\n=igYr\\n-----END PGP SIGNATURE-----\\n   \n",
-       "658                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "659                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "660                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "661                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "662                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJiX8akCRBK7hj4Ov3rIwAA5KsIAHz6L62EbncXDOyhHs/L+ohk\\nIje7unbBrFFBxwD2rsnVA56ARR5pLQPCDO94pQnzIK6D4rR/JNKn+So6e1O+Zi4+\\nhDG9VkcSbYwRJ5EMZaGyflaM2ukVgq3f9Jr0e9/1hx/ihvrCMzcc4gPyg5mTeoqV\\nPYKlTlPUC6kkKZmS9+jayquzYU2p2Zqb8X5aDksGG6XkEx7hjiQFGM58boZkgdjt\\n8GrBWcZ70kIthYa/ggYbqxsyqbntBZp8JO8t511zNFd9moi82gSHxmm2YSydCMhE\\ng3YMOy3Sc3GEAp4o9H+THUSKNsevUXsef31h5dXwvWs+GFCqOTiUqdfhpBvT5fk=\\n=QawI\\n-----END PGP SIGNATURE-----\\n   \n",
-       "663                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "664                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "665                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "666                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "667                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "668                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJi0SOLCRBK7hj4Ov3rIwAACKEIAJ8U191DFlo2BPDPhAXbjrWW\\n3WWzfV6yfNVIYIfCdkPD0LgYfDa6YuBcU4SKaSPW6rQBl7akyXsfEhl2igSl/bUu\\nrguNvT3/sxHqteuXhhTpe2MRon56k7bm9oWo+gxZbkFT7juj/6Nys38JYu8cGZuV\\nOzKYuszFWQg0BI/GoUObqjILfu95PqwMcf2/GnM2Vtu2YWkR+asZhxSF+godbVYb\\nsu7rGcq54pFfNaDGAsq8v2Lmd13leJku+fYh5Js/htqs+ojBHdLTnNGhnIc0pVms\\nVa6fQ9Osq4Q6zznuLK91qkk1RCpPD+zkWhZncDHaZ/a/uRYLjdZ5zRxz7AgLS30=\\n=b3hs\\n-----END PGP SIGNATURE-----\\n   \n",
-       "669                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "670                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJi2+94CRBK7hj4Ov3rIwAAudMIACaSuMnztsRDxKiRjefcYtVD\\n5K92H/O6nup6maiZt6mwWXV/W+rRkS9B/qsrvFeG0mfIcwlIdhIAv7q/PVLZRwNl\\nf80JXOPmkCtceXI6EkiVn5sA+4w0eOv26aars7SO6FFY52Wk/gaXUif3sWlAWsmu\\nolQcaSEp9+xh3MZZi3KVPe62su5hIfaomIIPdtfLriwisa++bX/H339L9D133apn\\nuqP+iXbE4ZxLMO4K7Iv014inw1g0fgJ6U3AyEPbyKQJftrfoJZQOeFuWypFi+iVC\\nKO/Iwp9U6TUfldSsvsWDg0A6bWzD9vM+IARqFd/x7DKPnWV1Q2BBotP24EjgBT0=\\n=ckvJ\\n-----END PGP SIGNATURE-----\\n   \n",
-       "671                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "672                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "673                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjAftpCRBK7hj4Ov3rIwAAEI4IAIn9fvcyyZ7ib7upvFr6aADM\\ngNuh7QZGW8utonDig8WBf2v5EqUflJf2Ada1DAdMlRpQWVoDq33CPWv/LrZInt4h\\nQvoCJ0/9ANu9V9XKhY7fpeeIUvDXUA9AFCxZ+dIkULpAGZyLYYE74cJQQNhiIGLA\\ndaBldn/SZake4ZbVyVcEDqeM2w+BO4ScygG8PO58YEX0SJvKck97vPgM0vhkO6X1\\n1QXd3+E+8Tguct7qqslZdyCAK8wHFrYWYBIiU+X2leheyJmJm+/kFQGQR08Z1pEh\\nN86wO3JhEDCmIot9iiHBmW+1YMWah8si10r9lyFMymoR+YXPe/jE3lHoRMXS5zI=\\n=eGlu\\n-----END PGP SIGNATURE-----\\n   \n",
-       "674                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "675                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjB5jHCRBK7hj4Ov3rIwAA8pwIAI2AKE+zA0OeRlMFj6+qy/Li\\nxLj7QsTVgC0897EXBVfaCtUQ6WxaK1b9BsF2BiDZfQQEiqrPd1rrFz63BIzUFP13\\nlFYsiV7YWhp2F3AGRDgZlPsq7ktjSfpzefrHfAYD7TC5eFOnYTyzNZFNiyq9H1Fk\\neMPckbJuYzZ5tM+PloIxDYNy0CyaHnBkZTMpRqo9ADLLtSX/KEoMKbZxGKIScU4n\\ngRMChXTOFHZLeXBi3DF3jAupaiufPWRnxVKBDYCML+HEZ7++53VeHOThOXZkQ+sP\\nilYziXj7fR0Pjm0WIvOUufWw5PaMKpPQ8pInwJGhKTVlVO7yGYolFcraGCImW/4=\\n=eO+D\\n-----END PGP SIGNATURE-----\\n   \n",
-       "676                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "677                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "678                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjSA1ECRBK7hj4Ov3rIwAAfZ8IAD4P5tCQAPkDw8/xMra0u4n+\\nTHwH9KWSp7rZ/EVMWYnxfp5FH+PsvgLZ1e4qiTkaS6C2OUpR2uqO42S22F0CADXa\\nAjup7cOnO4YfIWQxFfEPdyXR+S/ahjK3pLY/v0JdZV2mbghWzTX+WfzBqHBA0Hgq\\nOKgCcHkjdlq6z9VXGa+RMjmaPpGj9FoeYtpHDw9QZBXtNpq9ETCXMoPanWiGdp6t\\nX9/JdBkqcmU3pPOI78XMwJwVJGtIeTrMeOHPOFogM3ZbPAZnmdxr7qw69JZmzbYt\\nhdm7gOAyYWSuiMrfE6LNBlC3yNF91f/gFZtNrGkS5eWHz4LoI8t5cxhS7K0W12I=\\n=671L\\n-----END PGP SIGNATURE-----\\n   \n",
-       "679                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "680                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjSSIpCRBK7hj4Ov3rIwAArLkIAHFP+cU6C1MKzXZFVZxek55I\\nuxncBavWzA+OmyWsdtXaaKymtbMYpEp2lmrJWp6BHdMMcR+hbV8SF8EldHeGpYoU\\njhF1dnkDe89gexlYt6dJe7lfU8eXn2qrZWor3izSXkYd1ZayFONH2x20S1MyoAeE\\n07TGt8D/9974B9/9WNZyR03Tv2Y/znkXhduntSbgI0lslTu2o2glMBxXMTLSweZg\\nN3uQIg5eNCqdwyj4rfL7TvnR04FaL2A5EuMBAP/NZdBWIoy2OIVaPKOsLdB/3K09\\nazC8QcBgenRN1EWX0qrU1VeFl5hB98QuOXIopxe67eEWnjJioiPCz7ZC4STH0jc=\\n=j8OR\\n-----END PGP SIGNATURE-----\\n   \n",
-       "681                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjUW1iCRBK7hj4Ov3rIwAA4ScIADZFETi/bOEYw/LbdIafxq1l\\nlZuRbI1rnaAgyPyYFBJ3ozzjfEl+jeuKaT0WS9QquXX7X/0Q9RClL0hNQiKNNTqL\\nu2EuG8VcvLHpK+TpFuqbUgRic5C+43FTqWxwdy8IyhNoH9Jj/mV/TBw1vrHIVECV\\nQ1Ez0W246BfMVgfJfNmdzkemOKXeQ2+ZrWABcnz2KfOiZ9k1C2DDvOzjow+ehvp6\\n6aFosJeX3uuNxQSQ6VzL16A8t4KewUhv/DFy2nXzcJC+B0O9EdPJ/Qjx9TFtblfp\\ndaCfjdq+A0IkevtM6NHlt5kp9Sxjmfk+JDUzXsGRZaHxdpLo/i8r6rcqmHYzZ80=\\n=Qfs6\\n-----END PGP SIGNATURE-----\\n   \n",
-       "682                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjUW15CRBK7hj4Ov3rIwAASpUIAGKjNWKQsbJgdAEbkGRAw+gT\\nr6bOzqWJFumtQnJLY31781s4wnfeHuaEUT4sZzOAwunvjdMvXp+5PhzSScaU1YAc\\n8s05TVRC9eibA1auadqwRYUgLMbUFlICHdg+ssFekM6/QGkJL8EiFzrHMDAGtG04\\nLqhdI4uyWyzz038lton1rSEITKHCi4uQBD+ns5z9MCC4cmFx/WBE7nuOi0MU0Ah/\\nd9M5Yz4CzGSY3jeUWopX/1jRv6Zu4yKTyaLh2U1Jg+kfw+ijUAHMIuPgnaVHpjyM\\nLRHM0WPzsWFVq4ICMLmo9gTZpnCAJu2UgQP8714kk+DaDnm46B0GE02c3xGIcmA=\\n=1eH2\\n-----END PGP SIGNATURE-----\\n   \n",
-       "683                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjUlpNCRBK7hj4Ov3rIwAAJzoIAIYV5KLPXg4vXHKt0Nze+h8M\\nzZhg2D5+xwpgfvVLcpPCWtj0564lDXoKzMcfoEo1fhvZtI4hCX5yl7wSXdwTh2JR\\n9ZL9EwLWkuDUrNcDp16Ao2XLGTyVULn/RVQ8cID+hM7oGpt61YRLKr24fZbWTKl6\\nibbH1OFxl19ySxXUUvFpUHkgmghwVFK1sW+uXI770DOffTWvutHPi7aSsf/t3cIK\\n43yVlvFrGB2PBYO8NEDslBs4NnT1qQJug+k9nDh/9hbnpQRhLGSMTCY5S93TO6Xa\\n4HaWx2o6IJnAb7V6gXveDKfvD9dB0Gi/qQxNtuw99AMfIyePrdAvbCmQERyP/zU=\\n=GfUf\\n-----END PGP SIGNATURE-----\\n   \n",
-       "684                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjUlpmCRBK7hj4Ov3rIwAAhwIIAAoc2KRbLgbd1CG/odRT5SpS\\n/n7JmkPgUSJ96qo/hVbfss5h7jpVl9BB6vMjhKFpV59E68nk1xYuWtAYQ2+egqw8\\nXA94+N3olUO7U9JYk67RNymBYwfaf5AYpk2snKt/KjcYtlTQBfvexp4KgmHhHcuD\\nfuLR1yNiZdaxwFuLkd4+gpOGiUyvRcJzPfgmFZYghN6y6Jng+lWPr7zaNoAIkYwX\\niwHTPnW7fFck3//i/sIBaZhvrnAzJrEU1Lqa2vZ6qTL9UaC7dOZZcG5Oaj5lBO8G\\nm5NXTl0+qDAhJmF1iJjRzOGx9fcZuLmQz+Y8DM6HJcq0UtmHjIVckR8wOLfXkBg=\\n=PT2J\\n-----END PGP SIGNATURE-----\\n   \n",
-       "685                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjUlp5CRBK7hj4Ov3rIwAA98oIADbsW29JMy6GpdYpTg3wbFKY\\nO/g2iWojT07RAj3d32R+6kAw8ARcydwoCM/An6jspeDQUBweI/tzhO/g+r0FiC+e\\nCMJ7WbT8usjBLoxAYs5dg2RFKR4Bi64LkM3cz4dyhvGLk/70nPZj3v7xGQ/AsAqg\\nN2ofSX+5JTPC0OkfvTcweg8k1i4VZipcX22DBG062rTF0pvMDdy5Z9vU0TVv005m\\nKCu3mwvdD5bpwR+ZzewN7ZwESPX7xg2fMD9NCXTmsybWTOeYnHaksVH08K+Qn8UQ\\nMBuSUxhrS8ubR5cIn+PMeaHIOkxv1Na1w/78eu+Gi3zGGPxV6c6fe3/J4hSHsNw=\\n=8zP5\\n-----END PGP SIGNATURE-----\\n   \n",
-       "686                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjUlqICRBK7hj4Ov3rIwAAQA8IAEg+fRgLhiC4rrqztJ5rPO74\\nuK8k+CubKt1+mxIXA6aKwzJ/r/WHS/Mmu2ta0klwrRRA4Jo6ByMKAVq2qE7vpUiu\\nKJ+6m6EvDJBUZj8mOXW3nW1y1u1HKHebzy+aTsd/+TpJsbj1iWdeb39LxnohCvg+\\n9PFlPUL9aO0NZAnho1N5K5z+L4dIWUmOUUyfeqicVH2PwIM4yvfTI3tPAT+T5kGV\\n0vNGKBkF7Vd3Tz76PCSQjLB9FH/EvWCZuY21c1ajjqJqmWAVB4cKuIeZ6wcMYGts\\nBWbiX07maLSOJwJGRkXUMxPgrDqM7YUfoO/hFZNMVtbzjvskboAEJ/074myze9g=\\n=HMJJ\\n-----END PGP SIGNATURE-----\\n   \n",
-       "687                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjUlqaCRBK7hj4Ov3rIwAArYAIABJOrJMXcLWIlXA6J+fWTjz+\\nIV/UqXpTSZkRZcObxl+f/LjS5+Fi9e3dAqnNNlN+GWemPc9vrYbQp2ccrB+Zcaov\\ntmBEJsY+e7qpco8AxcSOtvIk5hULd4uyHPkjxhndU5VKFINWXCCVV9KQC4Sm436+\\nm9kbbLe+zDuGJZZvsAs/b8T9cl1kbhWUpseN1tnERreNsjt2xPrmcVQG2epBYfzG\\n7goDvAz+g5w0kB4G6NyVfArG27K78ieXJKWaCww1INx9Pumu1np9QnHEYukH6OJj\\nXUKZh0fRRDaOEu/B4NK2eebNT1uOuGAW601yImgJSFHn/Hh6yHwZE0Xp9tFBcKY=\\n=Udhx\\n-----END PGP SIGNATURE-----\\n   \n",
-       "688                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjUlqqCRBK7hj4Ov3rIwAA3fkIABfAQHtBwZay7Cu+ZTFJTxHq\\nkHE86DfdQZ0wsIra33RAv9heaokcCy5Dka0jU66q2lRty6DNJ0SdNJd1cm+gzsXG\\nxU2nZEETlCu9vK0LY7OA9CYMA4Fkypgab0g97t8HDVcKMUgu7axkDKQ08YDgMi9U\\nx5jEptFDLas1ZOe5Pc8Csr3Fo5L6nULfkiXtJXXEWWlMcrv1bSCR7+L/c6H8NNtu\\n6zFhrqUoMipcJLXVCpAmCK8HwHKSrocTZOMpptJNRaOVuy915g1BU5bk9uZQHkCW\\nbogF0mYHeO2zjBrXL+kMwMhJkRDBGoKn1il64phD3ObTQsc/SIzncSNGjcbkDUs=\\n=3LX6\\n-----END PGP SIGNATURE-----\\n   \n",
-       "689                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjUlstCRBK7hj4Ov3rIwAAd6UIAD+CE//SDt4kGak4bNXoQ5lK\\npn9YqkmuQLQ6CKQOE1o0qaBCV+vNCn746Gu7uxdU3x0CfawPYRml3Y5HlSXBb4kX\\n25+nETjfbb5uO7mJ+G39bD+oUHQZG1Q1ZFYS7Iv28lxozLEsNtVbqQa//B9VMRW6\\nHS2P7MGQDdrt7AvmHWvvzAHwweSKohzA7FAy5vyVBFHpdoVHfriq984J3z8dKrE2\\ngJ/X0HSiBVfaF1joKbraWxkiHZq92ryc1DvFOecK8Jp64/WdkFVTDFCspWZhd5sV\\nhq6nrYQuNnd2VEtqmpkCejYn6DjfF0A5V6gfEQa6nP1HPgKtWLAsP31y3M493Mc=\\n=TeAn\\n-----END PGP SIGNATURE-----\\n   \n",
-       "690                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjUltACRBK7hj4Ov3rIwAATUkIAJB03iVW2VW/gXJcCoDUtY+4\\nbogwDeIZz4AKQ+bwC3MW9hPJUCEosmhnSE3rrVK0c7LQ3pHLY/niqd1Fmo4f48m8\\n/uLNXc6Mev+WJcQ5YEuqq3g85vCuQ1FJQJRx/YuzOxbXY9OnyZzYeyM0XKZGio5K\\npmi29hPg/dItFi78oyRFPCRTlDuFNg7RIaMXpzkO+WfwCJQFRbrm/nMFCSxFirzV\\nDlViiz9hQV2lL718mJcTZLHY3pyS2qzG1zRwvds4l5jPB1wSt+XWva1py3rO5EtS\\n7qQhA5sGEEAWonMGWaza13QIIla0xs6Vb2BPhe6u+K128LqWcjFn90Kjp/HGPKQ=\\n=Ggw8\\n-----END PGP SIGNATURE-----\\n   \n",
-       "691                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjUltRCRBK7hj4Ov3rIwAAzhoIAE/MgVz2IfCsmz2HW/ysfsBl\\n2ZC+lMaak1b2Bs3xsugNk0bx5p0bXn6QKxMXhkmso3MnZeKwN9vBEQ5vrN/Ndk8S\\nwODnLLcIfguE5ZXI/L3mLoScEWn9FmEQCeCHal5BU35aGtOZuPjkl0tcXg3uEJp/\\nlehRisra5zQkeEN8zTSuyuc0RrOKyxk0PJ1hhCggfsd5DhYioUJs7r4QNDwI32Z8\\n7AOz8JfNw3Y+bx2mgQ1gB2ihcYlBuP9qz96KIT5zjS1wik5JzjTtQo0jeF5bPKoK\\ns/cL1AMvhVpJblYRByPTWWOgWAknKeuXm/+Xdj7Tymiqzy2MhS53ETS+cGBdknM=\\n=resM\\n-----END PGP SIGNATURE-----\\n   \n",
-       "692                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjUltgCRBK7hj4Ov3rIwAALZcIAGvEXNb+UBpBNbII1xBjIehh\\nrbIF1DAys5KvVWfAfQDzR7+ipJqN2YBO3g6KgZqDeNL4A3eScm1G3jpV4YJKckfP\\nGu0c3B8bpCI68bgO4Skfl/ifdkM5rnfy/Xe/afQoc7xOi6X8pU04rOk0zv6C7RJG\\n8emYNeUlFyx5AzPTyxpra6SLpn1WYmdnAb2wEfgWF72FtFOM/mVbjqU6O1uH0FtJ\\nvsddPM8Mw3Yc471HrpgU2wLZ6GLzBpFJlkeYRLqmWt7Dgm5h+y3YIvTEgoDXaSnk\\nYkzT3FW0ACUc1zQqQqU/aLG0W9EW0xCembqkYWr/SEwhTE6D5MhjVcsBVbeIITw=\\n=5hT9\\n-----END PGP SIGNATURE-----\\n   \n",
-       "693                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjUlt5CRBK7hj4Ov3rIwAAcoYIAH6pVbqyx6pkzRtKj4e/QZnV\\nGUH3n12YpdSw2rNNt7u/2EAhOwpQ+R9K6569S0N/GRpewk2I03/gGcF7bG02IIBB\\nkwn8By0BnPhx9ydulSBWmfD9dvE32HYi5a/TN3im2yuX+tSzvtmNOYNsLCwzCRie\\nqAH3p26XmbpHLM6J0LtJngqvALB8k0DptHDQ3C62X/spSiqjocDB+xDkdIASYJAP\\nrT6sipWArgqspzpXgDm+cHsLzE5Oy5wcMJ5eK7zzLTIrWdInzyLk1i7sNim7xw41\\npiuaiVEN8SkizLK3fktJbm2ORJKasWl59+G1GAcRlHL76DMN59DuMFy+Nu/m6N4=\\n=8W2a\\n-----END PGP SIGNATURE-----\\n   \n",
-       "694                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjUluJCRBK7hj4Ov3rIwAAdpMIAIijLnTCXEbyB07ViHBAS1WG\\nzxQfPIGn9nT/7YyRIWdL+dZIGGj/CejzCefcR0I2ybtC1+SBGc2UIsNgRG7GBIVz\\nUInuXpJJIIAkAPRIAN51Vjz+yZSUlNpmUlIF9gSSnRqHMmxtw6YEEeltGgG9dOlB\\nB/jbqNemCQfYcVlcy+whWgO4wTiSOm6PsWZDs0jtKfcB/2AiIEs4mYcAtYvnTxUa\\nOhN72wa2O34jcJWZ/EhEiSQcB+xD/aEnMRkTI3sYB4jdn7+YPD/Y13d8nanWQYl4\\nSu/fbsFEpI4uUVCTXvzBrXEUVU5elhpHHRZViLIjK9/cP4StqcSF0XsdhRTz2Eg=\\n=o/mS\\n-----END PGP SIGNATURE-----\\n   \n",
-       "695                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjUluWCRBK7hj4Ov3rIwAAuvcIAJKDmlkTw1ocz3Is6iolDzAt\\nTyllXMmoR/dabNZjFwPJbfF2ddyy11QwWg8LgYjXQQLEawZfLh+zkC9oNmIFRGky\\nfJzk7L7T3bYemGyinp0rYp3r6cQZBGdgfR9KQsfz42gX5abMPlwMv3dM9buiNx7Y\\n2GKTDS9sTYvxT5Sb/DGZjWETMwxTfc+7Hth6dDjTac/Vwh8qAvxP4oTznYnu++1p\\nG/+HZ3rRRdcqm8gPau4DzVL6ifpkWluH0a67ImStDGhwlY2zHA4kGJkcP5VVTl8/\\nIEHzbsfZIiuynwzU0IPsjSl7hDIh1YS4AFOnOd7HnP1nxfZwiMfeR6vrpjbBlXw=\\n=jvJ1\\n-----END PGP SIGNATURE-----\\n   \n",
-       "696                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjUlvPCRBK7hj4Ov3rIwAA6VEIAF2r6uYftnrQDAOFBq04t0U2\\ndA75idTmHvHCweAbnO3U+y6+sWnAVw5woepI52zaCAaflJjJv5eEOdJz41wKFA9U\\nZ3Ry2aB2qP/C6p//ZGMlhXQ0Fj+BJfav69tjhZJWuBbjpKU3fWmUiymkRjZ6PeDN\\nKk+GJKhpOllEqytvuuQBgi9hlOxj2g+zxi05UlrWiVv8XQ9Dk3cAbvUnULwiQKPW\\nooTCp8g8EDehZGqHICbc/00CqEgId4QvxP++c46f5PwQh9EFwYCe1nVS7X6Xbkn8\\n2eNP+5cy6eesF+Xx6NlRA38vdJYBEXpzS8NCfk7DisWYi0CH5gB+Oul6Or3Ft8Y=\\n=rO3k\\n-----END PGP SIGNATURE-----\\n   \n",
-       "697                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjUlviCRBK7hj4Ov3rIwAAbKoIAD8jkcUJyclYrvgT7SuXysEk\\nkOrT+9lMifjFhoOV/vIAt1esKOoieytbIZv6T3Lu86AjGR/U4jd5Coy/e9DC4c0F\\nokEO5jk2SGAOmdSfCJxZimBUBCIiSttMKrlxckNobkeDfCn3NUn1iYrXgER9e/ZZ\\n9ofsAF60quRAK7LiyjB9Oy0H0cHtZJaQQiNTkQ3PadBD1pzv3RrwhA5tETYz/G9O\\neHmtT+2mYB2Ejr25BJxoD1gIbB2XF5AgSrcq6N/Dhkh77s0OA/sXf0/a+RAPTT/9\\nIfTgKqA+s/ILPTUKW7P1wrBxf/oZYDr/JcfjpfUTe8hNTFwXxlwnz9gTgm2JrPU=\\n=2X3o\\n-----END PGP SIGNATURE-----\\n   \n",
-       "698                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjUlvwCRBK7hj4Ov3rIwAABkIIAKaXeWjY8ehCQVg8c/89FNro\\n0SNLOZkRRXtcbg4elmEpS2yhEJ7liulo9/fh4g2Iud99YfCgM29KVToZNntSqskp\\ncdauOLLJe9LZBoSjSpY6VN5j8/ixMpty+lagr6G1VQooIucVb9y8AN2C/+rhppOP\\nGzmHmqywfCnT9Wm/zs2Fa8+xw0fVv+s4OifPiUaeXtHBFqudHbWiFBsYllcFpZhK\\neJMBdTBn1ZGx36DFokCEqRbCBwBChu3zJc9THjZ9tOzQQvdwKqcuGDDytI6NMan9\\n1ps4d35VMep82IsopE/Jsdv7pgcBo+KezKLWs+caXqQn6KDcR2XqvW7hzb+fPro=\\n=nRT8\\n-----END PGP SIGNATURE-----\\n   \n",
-       "699                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjUlwoCRBK7hj4Ov3rIwAAmroIAFmelrjR/4s58JJtzD4+SItx\\nuZ4AJTP6mRn0V8bS8qsCARMOlvB329LVZXU5NatFHwoZY2jKU01TYD0rsZ7OovV2\\nrXftdQrYZsDiFCdMqsLJMTijnCrjNg0mwXNEC7yxxU8hKf8etRXg4iZl6WtlwcHL\\nt2yAFim6bDJDkl+LO4+iF7MOQRizF7nGKxCegT5e+5a/FYY8LPTgvRbmaPVnj6po\\nqEGWzxG9B4fB9iQy0BbR8d92ndGoMoUaYn6WTJ+0coyWsIPY1ULMaUQt9BdRloje\\nvT67XEt6LBbznosJx7DnN3sag9Z66fHaWUjkeMur+VeQa3qJIxez5jEcmwBGTMs=\\n=qNCd\\n-----END PGP SIGNATURE-----\\n   \n",
-       "700                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjUlxGCRBK7hj4Ov3rIwAAYIwIALB6gEngpTzWucGIuwPrlYVT\\n9a7JH5EOU8bpeordGW8j0gnXGj4foQCRfUVP5WRslSyCZWZkpMvU3O279Ri5dlgP\\nCDXy+ibkTFBBiLJY/pHtmOTm0GjbCRAI6eoMncnAlDykYZ44gsh2w7ebazK2XDZ5\\nJYv/Uv1PWpX7Qgj4B/1RTCpJsBUR8Rkczs/qkIRFtGd+CD5xJPtNU2qhwbHWvIj7\\nXaGIhfZnQtswuZuMyC8MFwju18KzXfcayQwDtcOeRVni9zXNX4hgsrJo3K+xAPd+\\nmrsr2CHNLnNTh9fUMrmyAxQhDPHkPwu5AmjOG+Qhzul9VIITNVJ7VsHEb/WAVMA=\\n=c8ab\\n-----END PGP SIGNATURE-----\\n   \n",
-       "701                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "702                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "703                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjmZ9OCRBK7hj4Ov3rIwAAbcQIAG6/bLu07G4/vMrixatBI6bI\\nzKSf4SEtbp879KOWtH3HhXjvEwVaW0mFlHxzyNbLNOlQh2yGnvQ/HzsN/aulROYO\\nrinFppVEMb0cyMpFnesFnPx72gbtciSn9/tSlB8ghbpD4zGsWqo9WJxhgfkZoCRZ\\n9B5Vy0goFIIzhXxEl2ro4K0qy9cr4z/Gpx+oYYSitR+xnb3OyHK2AoA6DWLyZq7/\\njyhGRrc2sZXZIch/iFyDHDxECfe1CHNPzZokyYDAJ4N2Ve5I/v0U0m5s8RoLzcW8\\nnb2S3VWMAOmFCj16xawZd9rIihSefARu4zrRSeNnnl1MlOkcf7llsLj2AUAr5S4=\\n=Unh5\\n-----END PGP SIGNATURE-----\\n   \n",
-       "704                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "705                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "706                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJjwSzACRBK7hj4Ov3rIwAA2KAIADUUNoBpUNQrtSq6qebR+HeU\\n1ohqzmPvJR6Hu6GWlgmsuU8cUtfUw1hCQx7l4pmM1J3zrJuPJBTLS9KEOwmN7i1d\\nc5sEWBWS12pNwE71lrw1cmNkSXJVEBV9TauUSGk7yvZhjvko7ONHPYLsk6vUwUHP\\n6ExGqkjMa8TJaHFtrrI7LNdX3+B5IrFc5A1UYhcARjiowP1/6DnyOw5Iq89kYHtd\\nTdMdRS9ri1EgtC9XZXpz7dWM9AAa01BKxVM6K79m51OzzurKjeTys+4TtuqcoIjX\\nS66x6W71fRx5cjZ6nfYWfrYUGJwqCcmC9OLMjTymHaeLwFEnKTpiHlemyUi7mSs=\\n=h2jw\\n-----END PGP SIGNATURE-----\\n   \n",
-       "707                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "708                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJkPW3oCRBK7hj4Ov3rIwAAkxkIAI1/KmiZW1yRfwe8e++ROHQo\\ncPbR+1PipOfVXcgaJVyK5vfiR1d+1DsLph0k+VurKcVIn5As5Pc+XSi7ImeeNFzV\\nrk51rZXuSwzznIuuRptXJsnhcrfnsg61FII47Qqhh2YcMkFFg7TMDlRZca0qWCJB\\nHZ2+MbVkXZjJf1ZmBTq6z/gHVRcApwfGlD6JVwNkppGC0EgXAJm+5/qguB7CNGgZ\\nDXK1PLm9p5qhiC2zdg+ploGe53NKYEFgib1N3qhOc7hAi6p60bWoFw2gdFzMjmSu\\nqdtdSdIvbm0aobJDjiabTHLq85ojQ40RiPR4WBc65BXhXsmYSsTwnQvgdiDkXKY=\\n=ajY2\\n-----END PGP SIGNATURE-----\\n   \n",
-       "709                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJkb0SUCRBK7hj4Ov3rIwAATFsIAEbRtadyt5VMMmWIdBTTW41k\\nHx1bUNHNX4yUaT54oKCwFR3hAyufTXEarxs3vZd1Fw1zJO18HDp0YoYmvUIeNkrv\\nWof0wK8/fGHQMzeb7HnBLkqDKfJLQwrTdqYjGaq5iw07clBcRimtJZ+t5EZfET1k\\nJPnokF8g8vJ1XhzYexyeTPydrTh9SxkcTg9K7SqMVFzxSOYqRnYQj6GGxhdwA/rc\\nK1mSpkErC0ZjQUqLh/q4NULIEHpiBjJoFWSjZ6qvG82MRUJWv/GvZ+2XlIVweVYi\\naMniPKu9LL/aKD3WBS/6WIoi5x15hsJfxM1Hu8Vu/RAwdSakrOBHplIGvzL5e4I=\\n=U2K8\\n-----END PGP SIGNATURE-----\\n   \n",
-       "710                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJkb0UJCRBK7hj4Ov3rIwAAzCIIALBuM/3RcP+MI3ofBXRTcnCl\\nRX0PXtg2Jjlg9oe6WkUWnjBmWQ1cNQRKsg4UEqXEl8RfQl+42fCbwlhVag3tw9pK\\nVaA6EZesDwsGHWm+b9J8/kJSQU2HXGJNtqReyDbh/eIzVv76HY/FCNDYnsblXkNm\\nrqYQwOARB1Bs7JLDKoUlWFWLBNd+Y6wlncT/O1JqiqQn4sQLhbDxgSg2hYhd6+KU\\n8kKZPDjfdLKvFyHJU8uQqVIBsGoRezHvRk1bLVnfW2M2FkBUoBuYZ4ZUdvayepRV\\nhUroXMfwidtzF1owAgh6WFIVcMhcek5QVUWNz3mosvcYuugj+FbEnLdEcbxum54=\\n=9Uj2\\n-----END PGP SIGNATURE-----\\n   \n",
-       "711                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJkb0UjCRBK7hj4Ov3rIwAAbf0IAG9X/OjF74fodKI8HExjaP3R\\nxPANmycBmA02tbCxtC7YSqcTUsDMvwrL5k2H8pSmSPwzbHmTnCzbrYQ08W7qERQv\\np2oz6n2UTRDYNOe1cH1r+206xietkRrwcbWSDIYTyoi0ngvEtKjz1zs6UDTiMbpa\\nqeZCEY/53iIkj603QI+jqqAv+e33tPq7yO/VnngSZnePoG8PiFq9ymoB55EqSmNB\\ns28U22iQ8shr6Ur1DBpO5blJajdAoe2frcDPK5aM7RDW1A1vwYto5wt/XWzNgalY\\nWwJDhZIX5uKtw983fGGgW+O5VwasBwwXuUieG9FlX7YrhXSYyZREbTLdk/V/8Cc=\\n=VP4f\\n-----END PGP SIGNATURE-----\\n   \n",
-       "712                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJkb0UwCRBK7hj4Ov3rIwAABrQIAKi0Xw7Facw+K/f3+6s9WVYY\\nRzSW+TOZPLEM2UE4upIWxu2QlU9gGCMcrl/aK9FeElQdLSAD605cT1otfTUir/+B\\nhDXGr+mpSaIfawcwrxBeXxNUKojVbAEeCOvzTJBmEuphi3nGfFXGYsW0EZGG376y\\nVTdBkFaNfbvwjUORaNjfjZ1e9/PwMIKvgc7BqwG8guYrpe1CgpbUujAjPCMtArDV\\nc9t8BfURwBSrT8ljSy4BDUi8QfIl9/qs1xiCXyt2xHeff28+FD4U9Be9x2lbOIkD\\nIBRrR4IpEFeCaZOnIDZYrQ7xn5nkb2jCW3XVk1ozQzP2Pki+3ZNV9FY4KW73DwI=\\n=lB7L\\n-----END PGP SIGNATURE-----\\n   \n",
-       "713                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJkb0WBCRBK7hj4Ov3rIwAAMLgIAE1K+DCzWtjguYPD1Qz5QGp4\\njfBJgAAYf0F4Xij/i7vGH3FqAQapZpTdOCGsDN0Y+QqdcBrrJ9DFIxp5iOuJVFUG\\nH71Hd3C/xPJKmyIQ9GNwcurRfNSrP5MHkStHgC0jRmxuKsgu3yvgbaUZbb8aHeiW\\nbQanwcm65lEk4YXWlbd2k1mZ6KP+0GT9uu5ZJKW6z6zPyB9yXBrR/EbsPWokzLr8\\npRAVii/G5U7GsUShAArBRhpp8Ig9eAgn0Rr97aOrEUc6nURGx7iaRFtJEEF+Enh5\\ne74EWzbd2IeyxweC2BnDEKCs2X/YNIOHzay1nP0l6OMxHUHMWqKm84+MTee8pcU=\\n=kawp\\n-----END PGP SIGNATURE-----\\n   \n",
-       "714                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJkb0WTCRBK7hj4Ov3rIwAArPYIAJ4fRf1Fudo692thSRlnBp7e\\nZjsps+cfZ619I1WMFWCsL4Rp65ZdG/QQ42Orwgr+I9I5/tSMEi+1Heujhax5eWtV\\n1q3NqGJPt3fBD9FHAinlX8bvH7WG3+n48b05l7ix16NH+Sv8C1pVM4LKq3yI5J+J\\n5kh8YheYkp25FfOdL3AfBRjppIvxb+QfGWXB4vxYhFM92ej0YMLCh/sXoPiNww6K\\neByrXL8YAFeEq3Jq5ANYcv/FORXip858bOUqkmcxkUlsLZN3kNbIDimR6sR+T0Vq\\npndaCHEwOV3ptaoyNta89TSckREeu2ZwqwRGG7euj9PS0odayuGuCY2mJfdra6U=\\n=qnAI\\n-----END PGP SIGNATURE-----\\n   \n",
-       "715                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJkb0WoCRBK7hj4Ov3rIwAAXwYIAF//TCyXiM/fvOoAbTKgLlSF\\nfq3arzKYezGssq0MREWM8sYRy76iU5e2wR+jHi4o+9BA9jGJR0R87ph07SOqT1lL\\njJBJEqg1hUNC41eh5gqMNwWjBJxEax5ZW9zg6iFxKuhDx5tQ4wt6n/GLm6sWq7dc\\nLu+OxIfKEaALBVp0GjX3Mbb1uaTHAVha7SW5xToQqXQkV42ue7e0CwkWIgF55Jlu\\nMvffY9SIGHasHrZtTiCkmyMDdkWR6Sss59uvQusj59x9Cfc44WaUayAlgn6NQ6f9\\nv3qG4vQxUnRC8jc+FuaVKx35hIHizwW7tSxPyPcD1s71VbbFhWaRIB7hfS+2bnQ=\\n=CmTY\\n-----END PGP SIGNATURE-----\\n   \n",
-       "716                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJkb0W6CRBK7hj4Ov3rIwAA4RYIAIpP685VCzAlnZK4wgBc1VSh\\nkjhHlZXzu5QIHEGEoQ7E40RJuE8u3lpMNEdONMA1byNSNkwa0LzpZrY/01XDd/vQ\\nw34mtlRBaOEVlNhteaPfCCPUhrJJprJZOj7fzXyUCluEYvzzH6xJdgKOOZDrb2xg\\nDe0Ao6VpzdCWF7WqidKqbyD5bMZAuNlH4b2SDkAU4tIQfO9/71rsJxTlF/jU1F5J\\ne9yxEwIhR2nj35oE2bDxo2R/RHplBArPKGxDq0h9eooW0l9VgJYLuGGcffCj2vpH\\ndWgFllFI9qGn6VozGdoXgUxzgL/Ji2dsetOBDqgSiLhFxG37a2vSJYqLVkUpgqM=\\n=j1rm\\n-----END PGP SIGNATURE-----\\n   \n",
-       "717                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJkb0YtCRBK7hj4Ov3rIwAAJDIIAEzFfhOw99Nh6EAEPXYrLuXw\\nWinVIdCkkdFQWWmnPg12RpbpWR1JirOCcE60FXA4vEmvu6dJkpaHzInCJj3WVc72\\npEGONoYrYRmVpF1Lr0XcTRAV7I4bZDFcw13NN18wBdjw3DU8+GSxIXlLoWztahS8\\nCYC1ktbexiv/oA8D/YO0tS0RoT/4JbbcMifGWcx5It6uYJUNpLs5bv4sFw6LiuWo\\n0oiIergb1idzam/S/I0pvX2XfH9HRZLlSe5IIMw521fnNfofCKDS+UiXY7J+cWOp\\nuGzlVBQbS9tlGDxm3Szqm7cMsJ2IiiJQUYK9nDHnQFDlM7EArGW0eaZ8LUoDtdI=\\n=Okwd\\n-----END PGP SIGNATURE-----\\n   \n",
-       "718                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "719                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJkrsHCCRBK7hj4Ov3rIwAAieYIABZIwAXN3XXVyfR8D5uNl6Cs\\nXo2teKD2lgdXMIl+Vxre6CWvCvrOT1/Mb1zOz0cXXKdSTPV0McR5rwCmny1wK+81\\nM/dnnFo1H0J1eibyiGzIl9e3xMxK08KftM6dojMePt5BcdZwAQZQ0SFvchx000DX\\nebgo0V72r+U7gHQtNvDlw7TsZTVvO6sv9VZbU9La5P/AS9XBZcWWp8Jj/LkOShRu\\nCINwpl9MBMV9TZ3v8K03lWqDmGZXlQV5eJT+o+pr3jeWSsG93bAOnaAbTz0xxCrr\\nid1jv1bZBi6knwQ7lO59zAT4WQEHX1+Ynbn1ahttOO1LgqbFplpNM6edhWF8+zQ=\\n=52Rp\\n-----END PGP SIGNATURE-----\\n   \n",
-       "720                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJkwUcKCRBK7hj4Ov3rIwAAODAIAJ4UYEgDEBJYpe/r+3OfLQNw\\nMeikhsAke4P6rwdSmPAeyeqymrLkVgGwc24y6XPa1vEbwu+wGsM0h/6Y0AtM4XND\\nINJAkYkRX7r3rqhNzXK4Fu+AKtbFZyThJ3spxplGCVgMDijcBgx0mfVNMiENmpYE\\ntme6orQUvklI2VjG0Wh0N0NvzAsXJF6Jb0psha/uLlt9AgRz4GOXygEecNaBlBc3\\n//HtqGI6+AlQ9mM0AhsgNXRxeNhYuudPbKMC5TX9rNqIerxV4IZHeUhtPvqyK+qP\\nSV9JmOf+qTtgbBT4t0xzG7p9IPbRDsi71sp7bqXbWDGkIOXI9Zt1DaKLowWCe/g=\\n=R73f\\n-----END PGP SIGNATURE-----\\n   \n",
-       "721                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJkwUcdCRBK7hj4Ov3rIwAAVGAIAFQNiq/DzPNghrFeyqENPLaO\\nJbnIP4e6h0MphRHUh0fwIpsf64VIfpqlshw/JH41cQIH+7XXj7evBG3fmd7imUAy\\nYvryukRHymTTT6DPWYd0w/qC3rGUpeBQsCgWl/6Vypvyp+m3XhsDa1E6N6EH15xf\\nCSw25tJLm1jmVllUjYDsL999tzJAG7mtosW7Egp463lV8MUrEpv9B7qMLU13o38R\\nbLx5a8A3SikekDVQUavs2W0ZfEtG/bJ1JW1sHRxAWQDlzEIk0/9wZNPbdVFgnds7\\nebuaiqSCZvmwhuF6lUw2egRmTGnGWu3ERDdUDLLdsAfBoEwZUdOVVtP/Izqbo0g=\\n=GJIZ\\n-----END PGP SIGNATURE-----\\n   \n",
-       "722                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "723                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJk1fGGCRBK7hj4Ov3rIwAAdHwIAH+TvMWH+pc7hsIT9EZl6ET3\\nNleXLfzvBAnAjyWQYBiwMwiOSVaumSiAfFxP+8iNc2hHD7EHML2HSyNEGBAVmn/G\\nlzQKqj2i8F5eFNNaI67/EkQ2jEawp5W7fNEMzc+LQwBD9xh/td/XaNg3vzr4BzeX\\nJz6B9XUii8WDvcTBdpnoFqERytmMcjTgjey3avQbBVzzP2AqoK99NqVMQNeCsXzT\\nc6Tia05/W187P+vyhdoBt4UvRJ3TcvT6B2OxSfj6GjerAkZVMi3aMDqfgaVr0IC2\\nRLXfRDOIRSpcQcHxc8ZLsDcXGc+UtG2R+s8ksAAYTZafT+EfHSG9mH3TzHI99I4=\\n=Jhqo\\n-----END PGP SIGNATURE-----\\n   \n",
-       "724                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "725                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJk6KJbCRBK7hj4Ov3rIwAASj0IAJzpUHnFx2BqjRL2FOJYvv4s\\nBYGBh/bWb1VOnJ8q1ShC+r2BoPj9i5OeaTEilmRCHiuCgVGSrxcW1wP8rRIf8nk2\\npgMd/ELqBUbnbpmn5bLzY6oNVl5WR1Fsn6ISH/mabKhppOsw5VmDoC99o5/cYyGv\\nqL+R1aUhwDZ9mQbC3HS+wXcRBxxCt7U8M+IUS2TsRX9Xczpz+YcXqj9DLVlGVNbc\\nHTDGl8LmNkhUsg3DSreo6iweJ4+9hUKp+NAScuDgjUzu6n3Gtpaaf9d0CjaYFr/r\\nCZuZDikwreo7R/+T7f69mZiRwChNGKnMWNUaykKowjBudYKA8GmZy/lav2afrOs=\\n=M7HE\\n-----END PGP SIGNATURE-----\\n   \n",
-       "726                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "727                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJlJ/nDCRBK7hj4Ov3rIwAAQYMIAGDTV7d4SRXCbI/ypsN4sKuh\\ndhbVfKWr4iC6WGJ32gUL22mDyrv/FzeNIqtTOxDf6iENXj1jzuLjy/rZDNT56W24\\nT2+tnTeDEOOsLf8rLBlH41FkjvNt/V9i+WwsdKmlCnlWb2n58Jb52I9gyvHs3DpR\\nmFDdF1X6vWNQZ92JGWNDMhC3YazvDhYb+Rjd1xGu2pVDgCRbIOI9FXDNARjrx3Ps\\nBwpt4Df0AKGWxtyk+mjDYjE0igVoiOwhycWRvk9nrX4+dD93+TVyw5HGZe865+2K\\nvTmMdwz3/UL+QEn4XQiV41hDeiLuIxVdoLcNQezhTTY6LWYYqDHH3NpA7rNDsmk=\\n=NxlH\\n-----END PGP SIGNATURE-----\\n   \n",
-       "728                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "729                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJlMkK/CRBK7hj4Ov3rIwAANGkIAErxKM7BsQSrFtxKqB5Ye7UJ\\nickTAO71WZCW1Pr2zus5iUk3YTvW5BxF5ogdXIe6b4J4w2hGKDmdU8SpT9yYK6qD\\nUPc25xevh4UZzQ37FlP8PWmViU1mj0fWdbudRUdLQHS5AxOKuSFJq7ZY7LQ2LBm/\\nuq0X8XemaRJnIjLkFwEcvgVOGivGvvarKUbaPzCRPdvdDK3+R/yQCU9nTL13Iu3a\\nXlZo4R5cBFoIPYBfCpyQ/h1foa7OW45+KynYpLHwpXWUs0vuzhnMOozD/Pm3dPd3\\n0A0XimHJVZKCVbto51vcXBXWMY9VOFksxBbBOD0XP1Y7B7TwrcetT9lAORQ1qco=\\n=lu78\\n-----END PGP SIGNATURE-----\\n   \n",
-       "730                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "731                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJlTOWMCRBK7hj4Ov3rIwAACWIIAF4ibuiw7YeRj1Ri6nwit4Mv\\ndSWqoxWjxWipqHcHbS5SP8CmR/hhetLw7Yb8RViwDHt5hvb+Nlmj+Gt+D20l0uzd\\nSCrxTeBxly8dKglq4C8IHiLbn+rPP4Vk2M5SHKR20lv6Tc60bgW+wjVawXdt8mQZ\\nrYUG6jCOEMnk9Mz4KhQEEls9Pw2avmVQ/4w2iG+eorhDM0/AO3iFgq2/cQcTPTCQ\\npmiN9YOx/w0JZqRYgGey6UQQZ1m2xjalpwl9Rwb1VGUz3AjcOqrlFQiRGLIwsmCl\\nZ9/T3GVLDmn1m86xEe0p2XCSZ11XI5QcChfjFWCgKDL2fnbIsr6XtphcYSV2ld8=\\n=d2A8\\n-----END PGP SIGNATURE-----\\n   \n",
-       "732                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "733                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJloAEVCRBK7hj4Ov3rIwAA0/kIAD/WZhpeyO1qV7o6EQSNIR2M\\nGsL+BNmHGDh/BbPpePTGQaKvtjqPgLQr8NNIJRsvu+D9aDraznZa9vjdRJ/bIGWP\\npqmUjvr0w+PByrgSC5SVN2TTrtS8XnI35UR4Naas5T9KGCZnO1Lv1Pyx1YQW7Bv1\\nz2StFih4kqpkUO5QIR6ZnvqdnDJbtwmLF6+IWHxuAbc6AI9fBSCjF9LECUNpgxND\\nNyLm18kzyHhx5hlyuw40kPO+EU0WsQqsAv3Qj9f5EYfoHdfE9oAOalyaGx06S4Bj\\n4U1oT20rdWs/y1jtbx41IcnRwlXD2cwsrxjZpltoczPTtBHe2yNA81XdwYh4x40=\\n=yJjr\\n-----END PGP SIGNATURE-----\\n   \n",
-       "734                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "735                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "736                                                                                                                                                                                                                                                                                                                                                                  -----BEGIN PGP SIGNATURE-----\\n\\nwsBcBAABCAAQBQJlpqOaCRBK7hj4Ov3rIwAA7nwIACmckhOI/OdZfAyN52NMYI+D\\nzcAqiWfX3BGllnNWLL7vA7HnIwCB20msbLZtyVJEUm6jun3idedPr0J6H0m2BGwE\\nzsA8wISph1m32whBWMw/fUYe6TubZg1zmss+XMKaYDKldJ31zj7ChL4ZCcoQA1xi\\n/gW00PUT1qU3BcV8NPG6iFaF5RpYj5ceM4+YIjw9n2fAVqDqwZxFvMwm88rgqsOz\\nGaCNPlGJCDHypJCPwJyRGHoVGO43aPom413ucSbJ3tDxOTcTe3l8wlVoPYmoZ6pb\\nDTxqx2rv93lFH1ZzWCxI/uN2bmQ6f/G1s8FIL6EvqKB1hE3BY7PLanB525qiWXQ=\\n=zJ+E\\n-----END PGP SIGNATURE-----\\n   \n",
-       "737                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               None   \n",
-       "738  -----BEGIN PGP SIGNATURE-----\\n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\\n7qOPQ6GW3BKXTipL4obO\\n=K+XP\\n-----END PGP SIGNATURE-----\\n   \n",
-       "\n",
-       "                                                                                                                                                                                                                                                                                                                                                                                                                   commit.verification.payload  \\\n",
-       "0                                                                                                                                                                                                                                                                                                                                                                                                                                         None   \n",
-       "1                                                                                                                                                                                                                                                                                                                                                                                                                                         None   \n",
-       "2                                                                                                                                                                                                                                                                                                                                                                                                                                         None   \n",
-       "3                                                                                                                                                                                                                                                                                                                                                                                                                                         None   \n",
-       "4                                                                                                                                                                                                                                                                                                                                                                                                                                         None   \n",
-       "5                                                                                                                                                                                                                                                                                                                                                                                                                                         None   \n",
-       "6                                                                                                                                                                                                                                                                                                                                                                                                                                         None   \n",
-       "7                                                                                                                                                                                                                                                                                                                                                                                                                                         None   \n",
-       "8                                                                                                                                                                                                                                                                                                                                                                                                                                         None   \n",
-       "9                                                                                                                                                                                                                                                                                                                                                                                                                                         None   \n",
-       "10                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
-       "11                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
-       "12                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
-       "13                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
-       "14                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
-       "15                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
-       "16                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
-       "17                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
-       "18                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
-       "19                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
-       "20                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
-       "21                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
-       "22                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
-       "23                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
-       "24                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
-       "25                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
-       "26                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
-       "27                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
-       "28                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
-       "29                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
-       "30                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
-       "31                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
-       "32                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
-       "33                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
-       "34                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
-       "35                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
-       "36                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
-       "37                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
-       "38                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
-       "39                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
-       "40                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
-       "41                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
-       "42                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
-       "43                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
-       "44                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
-       "45                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
-       "46                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
-       "47                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
-       "48                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
-       "49                                                                                                                                                                                                                                                                                                                                                                                                                                        None   \n",
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-       "301                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
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-       "303                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "304                                                          tree 526bd300cecdce6c39108fffd105e96a7086a342\\nparent 22d72b81647a52536359e041b14a962e177e3e09\\nparent 08554f8595c64127fc5d7cd316e046b7f0909cb2\\nauthor Anthony Nolan HLA Informatics Group <james.robinson@anthonynolan.org> 1510309038 +0000\\ncommitter GitHub <noreply@github.com> 1510309038 +0000\\n\\nMerge pull request #119 from ANHIG/3300\\n\\nIPD-IMGT/HLA Release 3.30.0.   \n",
-       "305                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "306                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "307                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "308                                                                                                                                                                  tree b2d69f8dc5bb67b3fd79b168116d5cd535a81f29\\nparent 58c11d41888968d3d740007beb3106f869163a3a\\nauthor Anthony Nolan HLA Informatics Group <james.robinson@anthonynolan.org> 1511812483 +0000\\ncommitter GitHub <noreply@github.com> 1511812483 +0000\\n\\nUpdate README.md   \n",
-       "309                                                                   tree b2d69f8dc5bb67b3fd79b168116d5cd535a81f29\\nparent 1c2e1db1481078fd1fcb254e9b6077b7a0176fe9\\nparent 3ec3328f771ccd276d42093b08b40110c22cf8bd\\nauthor Anthony Nolan HLA Informatics Group <james.robinson@anthonynolan.org> 1511812569 +0000\\ncommitter GitHub <noreply@github.com> 1511812569 +0000\\n\\nMerge pull request #121 from ANHIG/3300\\n\\nUpdate to README.md   \n",
-       "310                                                                                                                                    tree d07395aaf55cad639377cee73fd2ce89e288552f\\nparent 3ec3328f771ccd276d42093b08b40110c22cf8bd\\nauthor Anthony Nolan HLA Informatics Group <james.robinson@anthonynolan.org> 1511955685 +0000\\ncommitter GitHub <noreply@github.com> 1511955685 +0000\\n\\nHLA.dat Manual\\n\\nA copy of the hla.dat manual   \n",
-       "311                                                                                                                                                                  tree cc40c5eac565c2208b0a26b5c37194657ff21b84\\nparent 56c76906d05437800ab90b4124f2f508ef2ad046\\nauthor Anthony Nolan HLA Informatics Group <james.robinson@anthonynolan.org> 1511955778 +0000\\ncommitter GitHub <noreply@github.com> 1511955778 +0000\\n\\nUpdate Manual.md   \n",
-       "312                                                                                                                                                                  tree 676959c28da35aa5a34fc9207269b674e4304c90\\nparent 2bd125a7b3a4bc66c17557dce66458b460e44f13\\nauthor Anthony Nolan HLA Informatics Group <james.robinson@anthonynolan.org> 1511955891 +0000\\ncommitter GitHub <noreply@github.com> 1511955891 +0000\\n\\nUpdate Manual.md   \n",
-       "313                                                                                                                                                                  tree b840491d885e7fea466c2303ac9e76a49330c80f\\nparent 833f4eb56bf4eaa7e466680e7590ed7f993a6b18\\nauthor Anthony Nolan HLA Informatics Group <james.robinson@anthonynolan.org> 1511956084 +0000\\ncommitter GitHub <noreply@github.com> 1511956084 +0000\\n\\nUpdate Manual.md   \n",
-       "314                                                                                                                                                                  tree c9390f6013c34f4cfec9f853969e4dc478896eb5\\nparent 4438901e7a482548ab48cc25886281d438a1b2a5\\nauthor Anthony Nolan HLA Informatics Group <james.robinson@anthonynolan.org> 1511956139 +0000\\ncommitter GitHub <noreply@github.com> 1511956139 +0000\\n\\nUpdate Manual.md   \n",
-       "315                                                                                                                                                                  tree 8cb68ff70994b741b78e72a14aac480ffd6e614c\\nparent a5dfe9973ad3f2e018d8786d1a325df0142138be\\nauthor Anthony Nolan HLA Informatics Group <james.robinson@anthonynolan.org> 1511956203 +0000\\ncommitter GitHub <noreply@github.com> 1511956203 +0000\\n\\nUpdate Manual.md   \n",
-       "316                                                                                                                                                                  tree c958eb6884fcaccc68ba42d8a1d016ca79012614\\nparent ba956c36c7f462445047c9e3ff186c7bc14c3108\\nauthor Anthony Nolan HLA Informatics Group <james.robinson@anthonynolan.org> 1511956315 +0000\\ncommitter GitHub <noreply@github.com> 1511956315 +0000\\n\\nUpdate Manual.md   \n",
-       "317                                                       tree c958eb6884fcaccc68ba42d8a1d016ca79012614\\nparent 7e7f5b2d0b7ea8241b8d5f06657477781c4415a2\\nparent eb55f49c6095fba21b84e56b15e35a3b4d1677ef\\nauthor Anthony Nolan HLA Informatics Group <james.robinson@anthonynolan.org> 1511956372 +0000\\ncommitter GitHub <noreply@github.com> 1511956372 +0000\\n\\nMerge pull request #122 from ANHIG/3300\\n\\nAddition of Manual.MD to Latest   \n",
-       "318                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "319                                                           tree bb7dbad0a4952439e96286f46d0304fbd46ea0c9\\nparent 6551121884cd844b90a95d4a9ca8715326570628\\nparent c23a7bc6bba0269ee6e01572b06ea6483da2813b\\nauthor Anthony Nolan HLA Informatics Group <james.robinson@anthonynolan.org> 1512036258 +0000\\ncommitter GitHub <noreply@github.com> 1512036258 +0000\\n\\nMerge pull request #123 from ANHIG/3300\\n\\nIPD-IMGT/HLA Release 3.30.0   \n",
-       "320                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "321                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "322                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "323                                                           tree 64990e259b1ec9b1bb9aa62ca4b1b41d876d832c\\nparent 687aad1961604b6d46d42c09870d7565c4a6e956\\nparent 8753c19af7238360702ecbd5ac41c415d2721189\\nauthor Anthony Nolan HLA Informatics Group <james.robinson@anthonynolan.org> 1514979368 +0000\\ncommitter GitHub <noreply@github.com> 1514979368 +0000\\n\\nMerge pull request #124 from ANHIG/3300\\n\\nIPD-IMGT/HLA Release 3.30.0   \n",
-       "324                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "325                                                                               tree 643289569ff63977196ebb69592645219aa1b172\\nparent a7e4b0a53425162108bcebbf876b60151b575eee\\nparent f0d17a6dfbdbbb3d65562d674386340b1ae778f9\\nauthor James Robinson <jrob119@users.noreply.github.com> 1515580043 +0000\\ncommitter GitHub <noreply@github.com> 1515580043 +0000\\n\\nMerge pull request #128 from ANHIG/3300\\n\\nIPD-IMGT/HLA Release 3.30.0   \n",
-       "326                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "327                                                                               tree 15fa0f9faa8c2e3c1ed8c256cb10a3dbb0d946d0\\nparent b74bae18f48c092943fbfdc4f959aec1960301dc\\nparent 0434e7ca92456678ce303e0c94af4e36266f1fbd\\nauthor James Robinson <jrob119@users.noreply.github.com> 1516361109 +0000\\ncommitter GitHub <noreply@github.com> 1516361109 +0000\\n\\nMerge pull request #129 from ANHIG/3310\\n\\nIPD-IMGT/HLA Release 3.31.0   \n",
-       "328                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "329                                                                               tree 94da8ced34e6e9630bd67df32f411c2683152e8d\\nparent bad10b1f56257845787573dffd8906545887b9db\\nparent 95387f55b0ffc7a0a858a1bbf162a159a3fb12c6\\nauthor James Robinson <jrob119@users.noreply.github.com> 1516362147 +0000\\ncommitter GitHub <noreply@github.com> 1516362147 +0000\\n\\nMerge pull request #130 from ANHIG/3310\\n\\nIPD-IMGT/HLA Release 3.31.0   \n",
-       "330                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "331                                                                               tree 357fc314b10ac6b9bffc008c814b131d634fe4c7\\nparent a0723d561f4158d10be9f6b11d376122bb657a15\\nparent 4282c60ae637ad863b5ae99ef32393590dd1ef1f\\nauthor James Robinson <jrob119@users.noreply.github.com> 1516375707 +0000\\ncommitter GitHub <noreply@github.com> 1516375707 +0000\\n\\nMerge pull request #131 from ANHIG/3310\\n\\nIPD-IMGT/HLA Release 3.31.0   \n",
-       "332                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "333                                                                               tree 4f5314542aad0ee68b358886e2031a59c46a08db\\nparent 5c40960a1fa5b158ba8c7927e6dbce72d712fd7a\\nparent d2cf3ddfe6861b12eb46e763b5426657ec08fb5e\\nauthor James Robinson <jrob119@users.noreply.github.com> 1516616253 +0000\\ncommitter GitHub <noreply@github.com> 1516616253 +0000\\n\\nMerge pull request #132 from ANHIG/3310\\n\\nIPD-IMGT/HLA Release 3.31.0   \n",
-       "334                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "335                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "336                                                                                                      tree ebcbec4c6ef661001a7106fdc129f6cd488b32b2\\nparent aa861b930fe68121b94cd06c07d3055ce90f4258\\nparent 8d0a251d1fd75d178eac597094d0508f8e1024b9\\nauthor James Robinson <jrob119@users.noreply.github.com> 1518519002 +0000\\ncommitter GitHub <noreply@github.com> 1518519002 +0000\\n\\nMerge pull request #134 from ANHIG/3310\\n\\n3310   \n",
-       "337                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "338                                                                               tree b5db942db4e392f29fcca9c49864a9852919dcfa\\nparent 8d5661e174009c682a8d378c87596a1489925275\\nparent 5fd5136e8c6efd0f35352a138d3bf2b31481266a\\nauthor James Robinson <jrob119@users.noreply.github.com> 1523979504 +0100\\ncommitter GitHub <noreply@github.com> 1523979504 +0100\\n\\nMerge pull request #138 from ANHIG/3320\\n\\nIPD-IMGT/HLA Release 3.32.0   \n",
-       "339                                                                                                                                               tree 0f22b7b5f9a0d59cf1e54caf1e83fc6429be50d5\\nparent 36baa58fcd0fad90852b6e6ae690784eb4cb4b7a\\nauthor James Robinson <jrob119@users.noreply.github.com> 1523979958 +0100\\ncommitter GitHub <noreply@github.com> 1523979958 +0100\\n\\nDelete T_prot.fasta\\n\\nRemoved as HLA-T is a pseudogene   \n",
-       "340                                                                                                                                               tree ea85a98be5fcf67962f9148b40814ef5435288c9\\nparent bcd392034d1a991d3fb179e86f5865c30d41f961\\nauthor James Robinson <jrob119@users.noreply.github.com> 1523979966 +0100\\ncommitter GitHub <noreply@github.com> 1523979966 +0100\\n\\nDelete W_prot.fasta\\n\\nRemoved as HLA-W is a pseudogene   \n",
-       "341                                                                                                                                                    tree 4f4ca0eadf29ca72043c1c237ea10aa3129bbdae\\nparent 88f692665895f67f6da8346afa5d7d8d70833177\\nauthor James Robinson <jrob119@users.noreply.github.com> 1523980020 +0100\\ncommitter GitHub <noreply@github.com> 1523980020 +0100\\n\\nDelete W_prot.pir\\n\\nRemoved as it is a pseudogene   \n",
-       "342                                                                                                                                                    tree e1f3cdee9e11aab075a277212d7578bf0c75babf\\nparent 2dccbfbedf40084f3bb99aa233032c3a5d1bce20\\nauthor James Robinson <jrob119@users.noreply.github.com> 1523980028 +0100\\ncommitter GitHub <noreply@github.com> 1523980028 +0100\\n\\nDelete T_prot.pir\\n\\nRemoved as it is a pseudogene   \n",
-       "343                                                                                                                                                    tree 8ee34ef7dd52e6361a744311ba47b66f3df6cbcb\\nparent eaf4db3e00fcf151ec86c05dc05d13b904359a3c\\nauthor James Robinson <jrob119@users.noreply.github.com> 1523980040 +0100\\ncommitter GitHub <noreply@github.com> 1523980040 +0100\\n\\nDelete W_prot.msf\\n\\nRemoved as it is a pseudogene   \n",
-       "344                                                                                                                                                    tree 06d95c4a6b4a73c53503bac22313de9cf5d96f4e\\nparent 4a2271d6c125d43c72498bac2dc1a73a3a320fcd\\nauthor James Robinson <jrob119@users.noreply.github.com> 1523980050 +0100\\ncommitter GitHub <noreply@github.com> 1523980050 +0100\\n\\nDelete T_prot.msf\\n\\nRemoved as it is a pseudogene   \n",
-       "345                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "346                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "347                                                                                                      tree 61f6d956059636a1f04327988872b8bbbac12d64\\nparent fb3d245c5c449ce3b69990934a404c1ece84901f\\nparent ae24ec929b79de60a9c0da3d2bc78a13b9b0da88\\nauthor James Robinson <jrob119@users.noreply.github.com> 1524062785 +0100\\ncommitter GitHub <noreply@github.com> 1524062785 +0100\\n\\nMerge pull request #139 from ANHIG/3320\\n\\n3320   \n",
-       "348                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "349                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "350                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "351                                                                                                      tree 840f00af732470a7435f965bbf881b557a7e9a4b\\nparent ceec6c83623fc48e31c306c88089891fb89575b0\\nparent b9055382e8c2c30fff6d9de6a0be0265b5abc55f\\nauthor James Robinson <jrob119@users.noreply.github.com> 1524234578 +0100\\ncommitter GitHub <noreply@github.com> 1524234578 +0100\\n\\nMerge pull request #141 from ANHIG/3320\\n\\n3320   \n",
-       "352                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "353                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "354                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "355                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "356                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "357                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "358                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "359                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "360                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "361                                                                                                      tree 9b3efa64f243e958ac0dddff3eea26a1e5096a73\\nparent cf54775bef36c0df39e66317fe86b806d74811a3\\nparent 027c139d2dda9e7bbf29d61af35f513c06a812a6\\nauthor James Robinson <jrob119@users.noreply.github.com> 1524831178 +0100\\ncommitter GitHub <noreply@github.com> 1524831178 +0100\\n\\nMerge pull request #142 from ANHIG/3320\\n\\n3320   \n",
-       "362                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "363                                                                     tree 07bcfef1480c9b0dc09d7ff23a44e8872513aa6d\\nparent 6942db8a0c2abbeb23fdb488721bbb41014923a4\\nparent 58b9841003e927db3fdb503055a22f57cb56a57c\\nauthor James Robinson <jrob119@users.noreply.github.com> 1525430031 +0100\\ncommitter GitHub <noreply@github.com> 1525430031 +0100\\n\\nMerge pull request #144 from ANHIG/3320\\n\\nUpdate to IPD-IMGT/HLA Release 3.32.0   \n",
-       "364                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "365                                                                     tree d84299286555d1be458860820c8b6d0e6ac2369c\\nparent 1e7d4759ce1a7bfb42ddd782272b7fe926c3d04f\\nparent f46dca0809b813e38214d96860da7ea83614e54c\\nauthor James Robinson <jrob119@users.noreply.github.com> 1526657796 +0100\\ncommitter GitHub <noreply@github.com> 1526657796 +0100\\n\\nMerge pull request #145 from ANHIG/3320\\n\\nUpdate to IPD-IMGT/HLA Release 3.32.0   \n",
-       "366                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "367                                           tree 663f953728288e1efc50a81ea54a4f4fcdea7d5e\\nparent ebf0441ac18df985ffda33d62f0f75f78e06d223\\nparent 39309155109aabc9f65ebe96cf6dca3e103b9e10\\nauthor James Robinson <jrob119@users.noreply.github.com> 1526997146 +0100\\ncommitter GitHub <noreply@github.com> 1526997146 +0100\\n\\nMerge pull request #146 from ANHIG/3320\\n\\nUpdate to IPD-IMGT/HLA Release 3.32.0  James Robinson committed   \n",
-       "368                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "369                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "370                                                                                                                                                                                 tree 30c715d5115e55f48a4549da23bfeda974d066e8\\nparent bb2498ccdb4396ed602db544a725793ea0d75d2a\\nauthor James Robinson <jrob119@users.noreply.github.com> 1531309009 +0100\\ncommitter GitHub <noreply@github.com> 1531309009 +0100\\n\\nUpdate change_log.txt   \n",
-       "371                                                                               tree 30c715d5115e55f48a4549da23bfeda974d066e8\\nparent c87a3f615f2cbff3426bfbcd46aa92ea2351f05e\\nparent e923f79e2aaacacdb52de9b149c4a4946163b742\\nauthor James Robinson <jrob119@users.noreply.github.com> 1531309064 +0100\\ncommitter GitHub <noreply@github.com> 1531309064 +0100\\n\\nMerge pull request #148 from ANHIG/3330\\n\\nIPD-IMGT/HLA Release 3.33.0   \n",
-       "372                                                                                                                                                                                  tree 39f7cea8fe6a25f969ddb6a449a07e652d77bd38\\nparent 256afa4865645e3bafc2372cfbd9780e653f535c\\nauthor James Robinson <jrob119@users.noreply.github.com> 1531330210 +0100\\ncommitter GitHub <noreply@github.com> 1531330210 +0100\\n\\nUpdate hla_nom_g.txt   \n",
-       "373                                                                                                                                                                                  tree 39f7cea8fe6a25f969ddb6a449a07e652d77bd38\\nparent e923f79e2aaacacdb52de9b149c4a4946163b742\\nauthor James Robinson <jrob119@users.noreply.github.com> 1531330253 +0100\\ncommitter GitHub <noreply@github.com> 1531330253 +0100\\n\\nUpdate hla_nom_g.txt   \n",
-       "374                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "375                                                                                                      tree 331eeb0ced31a6cc4984ff43662c9d456f22f1b1\\nparent 3e41645a33c1badb690ea9325732398b15bdd305\\nparent fdb4666aac16126e3d851db8343e2d8c573131df\\nauthor James Robinson <jrob119@users.noreply.github.com> 1531389043 +0100\\ncommitter GitHub <noreply@github.com> 1531389043 +0100\\n\\nMerge pull request #149 from ANHIG/3330\\n\\n3330   \n",
-       "376                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "377                                                             tree 4f3fac82bad61561833e469b8be7accc7aaf74ac\\nparent 0c15e44d2c6efbf105d89282cef5ad171db4c131\\nparent 8b002924f8c095ab39fec054b1886adca6452d31\\nauthor James Robinson <jrob119@users.noreply.github.com> 1531747039 +0100\\ncommitter GitHub <noreply@github.com> 1531747039 +0100\\n\\nMerge pull request #152 from ANHIG/3330\\n\\nUpdate to hla.dat and Class I Text Alignment.   \n",
-       "378                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "379                                                                                    tree 11224c69febf5a614671f590ef020ab812bf282c\\nparent c2f4740643ccf3c23b3be1145a1665944fcffbc6\\nparent 3b1848614de19ad87a66436350f5a3161ee61188\\nauthor James Robinson <jrob119@users.noreply.github.com> 1533031165 -0500\\ncommitter GitHub <noreply@github.com> 1533031165 -0500\\n\\nMerge pull request #157 from ANHIG/3330\\n\\nCorrections to hla.xml   \n",
-       "380                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "381                                                                                                                                                 tree 488260063bfe02807faa610cb49a94f55c288b45\\nparent f2b32a8dbc4d3cbc22e899619e3e88e24ec4541e\\nauthor James Robinson <jrob119@users.noreply.github.com> 1536231894 +0100\\ncommitter GitHub <noreply@github.com> 1536231894 +0100\\n\\nUpdate Deleted_alleles.txt\\n\\nErroneous comma removed   \n",
-       "382                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "383                                                                               tree dd07d1c55be033a24645d2da927a9cfb3abf2f37\\nparent 0fb005a2a7da21b0a44670969e57b2cef883fea2\\nparent 589fec138a6544295f0b146d0da8c24735910bfb\\nauthor James Robinson <jrob119@users.noreply.github.com> 1539767748 +0100\\ncommitter GitHub <noreply@github.com> 1539767748 +0100\\n\\nMerge pull request #162 from ANHIG/3340\\n\\nIPD-IMGT/HLA Release 3.34.0   \n",
-       "384                                                                                                                                                                                      tree c948e2d6d19019fc97204be20612b0878cdd0161\\nparent 2a0214a4cf92aa2b145b3b6a29fe234ea5649c27\\nauthor James Robinson <jrob119@users.noreply.github.com> 1539767858 +0100\\ncommitter GitHub <noreply@github.com> 1539767858 +0100\\n\\nUpdate README.md   \n",
-       "385                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "386                                                               tree 0f9576aa4adb537d44adbf3609305706b2ae8f30\\nparent 5edcf73549d1f462932c4fbb9416e911665bca15\\nparent 2d282c36c2005a11e9d3151daaaaf7e4ca5acfb9\\nauthor James Robinson <jrob119@users.noreply.github.com> 1539875434 +0100\\ncommitter GitHub <noreply@github.com> 1539875434 +0100\\n\\nMerge pull request #164 from ANHIG/3340\\n\\nUpdate to DQB1*05:02:01:04 in DQB1_prot.txt   \n",
-       "387                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "388                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "389                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "390                                                                                                      tree 05fb3c207f4bf377955c3c2e24c80619e10fb2cd\\nparent 7b429b8c8ce7347ec86cb01b0dfc2f553ebe8f48\\nparent f2472aaf572658757a7fc2b0132fcc85fbfe02c1\\nauthor James Robinson <jrob119@users.noreply.github.com> 1541503830 +0000\\ncommitter GitHub <noreply@github.com> 1541503830 +0000\\n\\nMerge pull request #165 from ANHIG/3340\\n\\n3340   \n",
-       "391                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "392                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "393                                                                                                                                                                        tree b0a5e25c1afedf0e85b0d8ca5309cb9198f0b5e7\\nparent 80b19dd75cfc5144df45b7ed9b69ae237895b3ee\\nauthor James Robinson <jrob119@users.noreply.github.com> 1548246268 +0000\\ncommitter GitHub <noreply@github.com> 1548246268 +0000\\n\\nDelete Alignments_Rel_3340.zip   \n",
-       "394                                                                                                                                                                                      tree 7a04111a4d6f1fd2b78eaacdbf0a4e17ad7af29c\\nparent 58d5dbb01d59bb01bf52a54ee916de0502e3795e\\nauthor James Robinson <jrob119@users.noreply.github.com> 1548246749 +0000\\ncommitter GitHub <noreply@github.com> 1548246749 +0000\\n\\nUpdate README.md   \n",
-       "395                                                                                                                                                                                      tree c866b1ade1df61f15c70cc2f1d715e67a107062b\\nparent bc5afbccfcab83e753302e06c9f4c9c232992646\\nauthor James Robinson <jrob119@users.noreply.github.com> 1548246832 +0000\\ncommitter GitHub <noreply@github.com> 1548246832 +0000\\n\\nUpdate README.md   \n",
-       "396                                                                                                      tree c866b1ade1df61f15c70cc2f1d715e67a107062b\\nparent 440678154494d8efd6d3fc4fe1c225b8fab3b25b\\nparent 2841da4de8bad88fdcff4f711d188eca731320e4\\nauthor James Robinson <jrob119@users.noreply.github.com> 1548246916 +0000\\ncommitter GitHub <noreply@github.com> 1548246916 +0000\\n\\nMerge pull request #167 from ANHIG/3350\\n\\n3350   \n",
-       "397                                                                                                                                                                                      tree db982c3210a8b9dc2d31a5bccfdd2d7aced5f686\\nparent 99547568f22e486a758db0df41c27bd7a0a4abe0\\nauthor James Robinson <jrob119@users.noreply.github.com> 1548261789 +0000\\ncommitter GitHub <noreply@github.com> 1548261789 +0000\\n\\nUpdate README.md   \n",
-       "398                                                                                                                                                                                      tree 75b1a782874208273856adff1f782d13d4acef8c\\nparent cd579d7ed59cc01e5b1d5230543b552e1afe55ce\\nauthor James Robinson <jrob119@users.noreply.github.com> 1548324784 +0000\\ncommitter GitHub <noreply@github.com> 1548324784 +0000\\n\\nUpdate README.md   \n",
-       "399                                                                                                                                                                                      tree 54e46cb91a8843722fd011c1a389b76fab41894d\\nparent 472b541958e2f8755dd72bf8601404c3fb035115\\nauthor James Robinson <jrob119@users.noreply.github.com> 1548324801 +0000\\ncommitter GitHub <noreply@github.com> 1548324801 +0000\\n\\nUpdate README.md   \n",
-       "400                                                                                                                                                                                           tree 94b0f747fe17635551fc419947b2ada0dacec9e9\\nparent b242db2010c8b5ed5f22ba89c3132da225fc5fa2\\nauthor James Robinson <jrob119@users.noreply.github.com> 1548328324 +0000\\ncommitter GitHub <noreply@github.com> 1548328324 +0000\\n\\nCreate temp   \n",
-       "401                                                                                                                                                                                           tree 54e46cb91a8843722fd011c1a389b76fab41894d\\nparent 25e45be1413ac507192852914d3aeb808834c08d\\nauthor James Robinson <jrob119@users.noreply.github.com> 1548328379 +0000\\ncommitter GitHub <noreply@github.com> 1548328379 +0000\\n\\nDelete temp   \n",
-       "402                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "403                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "404                                                                                                      tree 3b2f589d480765e4ec373adc7a04720336084c62\\nparent f4cee99def7786ecdc76093de36441a22e1d2744\\nparent 1647233ff5acfd74579e079bcc0bd33aa67d0344\\nauthor James Robinson <jrob119@users.noreply.github.com> 1548332862 +0000\\ncommitter GitHub <noreply@github.com> 1548332862 +0000\\n\\nMerge pull request #168 from ANHIG/3350\\n\\n3350   \n",
-       "405                                                                                                                                     tree 5c53f566af1f04d633119f18f6d9255e7f1567a5\\nparent 283c47387dbc9ef10de816a5a7069edc194ec215\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1548669270 +0000\\ncommitter GitHub <noreply@github.com> 1548669270 +0000\\n\\nCorrection of C*03:99:02 name change to C*01:15   \n",
-       "406                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "407                                                                                                                                                                                    tree d9a21bf4be7494cb9fe2463f5c6a07231857ee74\\nparent 86598fb3a4a8f0e99dcacadd9dab1ef25fec23ba\\nauthor James Robinson <jrob119@users.noreply.github.com> 1548782459 -0800\\ncommitter GitHub <noreply@github.com> 1548782459 -0800\\n\\nDelete hla_nom.txt   \n",
-       "408                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "409                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "410                                                                                                                                                                                      tree 4bb0336ea0cb03bd6de0e4361027daddcfbc4068\\nparent 154bc94f928f5e4c20ddb9dff112de36b4f2086a\\nauthor James Robinson <jrob119@users.noreply.github.com> 1555491615 +0100\\ncommitter GitHub <noreply@github.com> 1555491615 +0100\\n\\nUpdate README.md   \n",
-       "411                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "412                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "413                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "414                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "415                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "416                                                                                                                                                                                 tree dbe8b20b4a3439c7a60dd446d212d892b1e82823\\nparent 1b9b17a14e9c070b64b9d55b288b68745fa3a49c\\nauthor James Robinson <jrob119@users.noreply.github.com> 1555492166 +0100\\ncommitter GitHub <noreply@github.com> 1555492166 +0100\\n\\nDelete .gitattributes   \n",
-       "417                                                                                                      tree dbe8b20b4a3439c7a60dd446d212d892b1e82823\\nparent 252d7c5dc9d2f7671447fd11fe6bb004c438f34b\\nparent bf673b4a4f42415317b116ef71552a75d15974c7\\nauthor James Robinson <jrob119@users.noreply.github.com> 1555492257 +0100\\ncommitter GitHub <noreply@github.com> 1555492257 +0100\\n\\nMerge pull request #174 from ANHIG/3360\\n\\n3360   \n",
-       "418                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "419                                                                                                                                                                                 tree 82554eb5c6daa1270a2741ca9a652f8fdac3740d\\nparent af8f6da4c921a2a5d5d392f550edba5003bcd65a\\nauthor James Robinson <jrob119@users.noreply.github.com> 1555493022 +0100\\ncommitter GitHub <noreply@github.com> 1555493022 +0100\\n\\nDelete .gitattributes   \n",
-       "420                                                                                                      tree 82554eb5c6daa1270a2741ca9a652f8fdac3740d\\nparent 4052371f8d68dc662d8c5b07377d9aebcfccc0b9\\nparent ffddb088051b8b0b0de0e9956613e31f88b2fe64\\nauthor James Robinson <jrob119@users.noreply.github.com> 1555493125 +0100\\ncommitter GitHub <noreply@github.com> 1555493125 +0100\\n\\nMerge pull request #175 from ANHIG/3360\\n\\n3360   \n",
-       "421                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "422                                                             tree db74e17c38212ed4c756c2907397e2e9be4bd203\\nparent 59c7309f45fd1973beba192c429073b8469b5766\\nparent 61daadbf669adf36fe353b4d6487acae57268715\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1555576381 +0100\\ncommitter GitHub <noreply@github.com> 1555576381 +0100\\n\\nMerge pull request #176 from ANHIG/3360\\n\\nIPD-IMGT/HLA Release 3.36.0   \n",
-       "423                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "424                                               tree 9ddd5541827e0ba201af8e3d222ec8dc4001ec38\\nparent 0f20a34eb36af52fd2e5877f0d532a2d7196f3f6\\nparent 67ad77c3759b8ce339c7f72e45dc69e112346530\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1555578843 +0100\\ncommitter GitHub <noreply@github.com> 1555578843 +0100\\n\\nMerge pull request #177 from ANHIG/3360\\n\\nUpdated protein alignment for MICA*029:02   \n",
-       "425                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "426                                                          tree 7d9a09fce42bd40cee6569fceb7aed79451bd8cf\\nparent 730872d14dae5650a1cf69e9110d00af523235f4\\nparent 6c01806964b5fd841d9e76290bb2b67a9a2014fc\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1556012002 +0100\\ncommitter GitHub <noreply@github.com> 1556012002 +0100\\n\\nMerge pull request #178 from ANHIG/3360\\n\\nUpdate to C Genomic alignments   \n",
-       "427                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "428                                                      tree 5ab36c323399e2d4708bdfb6bd34a11017ff9b4d\\nparent 58d50a620c610b4c4bc224dbcd30fbcb6d0eed3f\\nparent 1bc1e29a8e819a698b1b88f443d908f834bb82b7\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1557751963 +0100\\ncommitter GitHub <noreply@github.com> 1557751963 +0100\\n\\nMerge pull request #180 from ANHIG/3360\\n\\nUpdates to hla.xml and hla_nom.txt   \n",
-       "429                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "430                                 tree 8d50d813264371a9f946d97c6ed449a5c0da4ea7\\nparent 293b0e1f740595ef2ae765e0f70c64a92c53e054\\nparent e463a9f13ff8ab78c4df42c6af9fdc77e84ef8eb\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1559834105 +0100\\ncommitter GitHub <noreply@github.com> 1559834105 +0100\\n\\nMerge pull request #181 from ANHIG/3360\\n\\nAddition of DRB1*01:02:01:02 to alignments/DRB1_gen.txt   \n",
-       "431                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "432                                                                                                                                                      tree 63021d7639200d379202a85ae6bb864da321deac\\nparent 9656fba11d0cb9a3dcf28eb8615337f85b5f65c1\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1562246125 +0100\\ncommitter GitHub <noreply@github.com> 1562246125 +0100\\n\\nDelete Alignments_Rel_3360.zip   \n",
-       "433                                                                                    tree 63021d7639200d379202a85ae6bb864da321deac\\nparent d557b80c2db149dc50e2163abe30635c32faa971\\nparent 431b4b6434f318354426ee02a49616b998e8cc68\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1562246160 +0100\\ncommitter GitHub <noreply@github.com> 1562246160 +0100\\n\\nMerge pull request #182 from ANHIG/3370\\n\\n3370   \n",
-       "434                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "435                        tree ac67d51a238334a112fa7c3ad492ded8bda80594\\nparent 887434edaeec2f4161fdc1642dab4d07e55f23c8\\nparent 0d3a6c5423405678431f647444cbefb72626210b\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1562577190 +0100\\ncommitter GitHub <noreply@github.com> 1562577190 +0100\\n\\nMerge pull request #184 from ANHIG/3370\\n\\nUpload of hla.dat file for 3.37.0 which did not upload correctly   \n",
-       "436                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "437                                                                        tree e59d6073d90f72f9175ba56bd4d8bce54ac6a8b5\\nparent fef5db5ec9c98b47c487f92b714ffbe05abc03cf\\nparent ba884d04072b9b74763294c05fecffe465056590\\nauthor James Robinson <jrob119@users.noreply.github.com> 1563807312 -0400\\ncommitter GitHub <noreply@github.com> 1563807312 -0400\\n\\nMerge pull request #188 from ANHIG/3370\\n\\nUpdate to C*07:726:01G Designation   \n",
-       "438                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "439                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "440                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "441                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "442                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "443                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "444                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "445                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "446                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "447                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "448             tree d0191614ee279cb393550c5dd16a0cab46d723c8\\nparent 40cf2ffd9d1eebaea3a23fd69a0c9ddee2b26168\\nparent 96e477a681d939a64af04440ee682a2d0f6be365\\nauthor James Robinson <jrob119@users.noreply.github.com> 1570199456 +0100\\ncommitter GitHub <noreply@github.com> 1570199456 +0100\\n\\nMerge pull request #193 from ANHIG/3370\\n\\nCorrection of TAP protein text alignment numbering and HLA-DPB1 KW and gene labels in hla.dat   \n",
-       "449                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "450                                                             tree b3506f1397f949860a0b76aa0e41155c343e0129\\nparent 0d06063abf79210210b95887714630740210e26a\\nparent 01588fbf4c5636142fe8d33980a3edab2b023e9d\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1571309274 +0100\\ncommitter GitHub <noreply@github.com> 1571309274 +0100\\n\\nMerge pull request #195 from ANHIG/3380\\n\\nIPD-IMGT/HLA Release 3.38.0   \n",
-       "451                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "452                                                             tree 07c88eec6885139ad3492d661c562aa99624fad7\\nparent 475cfe27e43194a6d38915e4110dfc5be1b12935\\nparent fb025d76e2509be704b4b738e4ac5f83e511aea3\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1571325253 +0100\\ncommitter GitHub <noreply@github.com> 1571325253 +0100\\n\\nMerge pull request #196 from ANHIG/3380\\n\\nIPD-IMGT/HLA Release 3.38.0   \n",
-       "453                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "454                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "455                                                             tree 2012a32d239bc8cb4389fd21971b42598dd09ad8\\nparent 2a61062a54d8491751fc7d8eaed23e8bbf4e3830\\nparent 788e9d8a3e8db9606824d2d52646bd91902f03a9\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1571394114 +0100\\ncommitter GitHub <noreply@github.com> 1571394114 +0100\\n\\nMerge pull request #197 from ANHIG/3380\\n\\nIPD-IMGT/HLA Release 3.38.0   \n",
-       "456                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "457                  tree d3c927eb8a4a574e3f55fdb1e1672992ce93fcad\\nparent c259def486334fc9f7610d6ecb1d22c7fd92507d\\nparent b46aec85945ed773eff0445db3b0940f4469d028\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1572351897 +0000\\ncommitter GitHub <noreply@github.com> 1572351897 +0000\\n\\nMerge pull request #199 from ANHIG/3380\\n\\nRemoval of tab character from first line of hla.xml and conversion of…   \n",
-       "458                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "459                                                    tree bfa06800e79c90548a1570c6dbd720ee675d4c59\\nparent d5e7b34526886c7f5a3291b132b3c80ce55640cb\\nparent 9ab5d76764617e43c840fbe187b7c3173682d94c\\nauthor James Robinson <jrob119@users.noreply.github.com> 1572964420 +0000\\ncommitter GitHub <noreply@github.com> 1572964420 +0000\\n\\nMerge pull request #203 from ANHIG/3380\\n\\nRemoval of N from G group name for C*07:726:01G in xml   \n",
-       "460                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "461                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "462                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "463                           tree 572a3581db57ddc8f48c0f6f36a18db33b72ba68\\nparent 3e8bb627774ad62a765fb7826bef8b8d3efc82b8\\nparent 054dac767e3513fed7ced0639fc67dd371b4bd28\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1574074338 +0000\\ncommitter GitHub <noreply@github.com> 1574074338 +0000\\n\\nMerge pull request #204 from ANHIG/3380\\n\\nLower case base 't' in gen files for B*07:14 corrected to 'T'   \n",
-       "464                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "465                                                             tree a3d5029fd9a9569fbc58f59d19c355ddd74de93f\\nparent b67c8cee9f317b9aab7ca3a9478813183c77e16f\\nparent 48caa202c941b79a1868311cd2bc2dbf45889aea\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1579529382 +0000\\ncommitter GitHub <noreply@github.com> 1579529382 +0000\\n\\nMerge pull request #207 from ANHIG/3390\\n\\nIPD-IMGT/HLA Release 3.39.0   \n",
-       "466                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "467  tree ae6b4286aecfb2fe61978464aa4f7cd556c57101\\nparent d89e87e2eb0296a353cd880d47773307d949ad02\\nparent bd4562b0edc5b02a22b8a588568e04f0362d8220\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1579689673 +0000\\ncommitter GitHub <noreply@github.com> 1579689673 +0000\\n\\nMerge pull request #208 from ANHIG/3390\\n\\nUpdated alignment for MICA*012:03 to include spacing present in other MICA*012 alleles   \n",
-       "468                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "469                                            tree 6128a9e53c986b6efbbc23631c222296e743bc19\\nparent a19f887adf8ddf4c61c1af803d46bbd35643516a\\nparent e05a5c42d89815626d4a272d3283e2bd86f5fc66\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1579689995 +0000\\ncommitter GitHub <noreply@github.com> 1579689995 +0000\\n\\nMerge pull request #209 from ANHIG/3390\\n\\nUpdate to C*12:139Q moving defined serology    \n",
-       "470                                                                                                                                          tree a61d33a9b07d1d94b9ca03419ccb227f99edd222\\nparent e7537add911efbf8890b126d3639c0560fe03827\\nauthor James Robinson <jrob119@users.noreply.github.com> 1579690347 +0000\\ncommitter GitHub <noreply@github.com> 1579690347 +0000\\n\\nUpdate README.md\\n\\nCorrected formatting of lists of fields.   \n",
-       "471                                                                                                                                                                                      tree f21f46c1f1a0cc886d33cd46afcb8fb299a552b1\\nparent 0bfff70fe8ca504abaf8637ccd4ecc752e9717e9\\nauthor James Robinson <jrob119@users.noreply.github.com> 1579690446 +0000\\ncommitter GitHub <noreply@github.com> 1579690446 +0000\\n\\nUpdate README.md   \n",
-       "472                                                                                                                                                                                      tree f21f46c1f1a0cc886d33cd46afcb8fb299a552b1\\nparent e05a5c42d89815626d4a272d3283e2bd86f5fc66\\nauthor James Robinson <jrob119@users.noreply.github.com> 1579690955 +0000\\ncommitter GitHub <noreply@github.com> 1579690955 +0000\\n\\nUpdate README.md   \n",
-       "473                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "474                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "475                                                                                    tree e7a31e33069c63582f072c4748298830fdd6bcd5\\nparent a9f619032ea68c561e39a9ea3fe4358543356a92\\nparent b25532e27dabf40752a2687c6b14c7e521addf4d\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1579692753 +0000\\ncommitter GitHub <noreply@github.com> 1579692753 +0000\\n\\nMerge pull request #210 from ANHIG/3390\\n\\n3390   \n",
-       "476                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "477                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "478                                                                                    tree c77e55c01bf520f10a55bc8b10ca613660078418\\nparent 72911607eb497585b8e56d906d0794c99f888e7c\\nparent b23d7db0eebbf52d510780cefb6e09f83de70581\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1579773860 +0000\\ncommitter GitHub <noreply@github.com> 1579773860 +0000\\n\\nMerge pull request #212 from ANHIG/3390\\n\\n3390   \n",
-       "479                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "480                                 tree 1fc91e54a136014db8274ad0b74d0a641e048113\\nparent e5e80a1f24de819be3be7d0b2661b6eb5f0917ab\\nparent 0d5afcde672cf0472d5f02f4705dd8d31c32eb01\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1579774750 +0000\\ncommitter GitHub <noreply@github.com> 1579774750 +0000\\n\\nMerge pull request #213 from ANHIG/3390\\n\\nRemoval of HLA- prefix for MICA/MICB alleles in hla.xml   \n",
-       "481                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "482                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "483                                                                                    tree 62c1ac817034984f4334fa14e6694c7a4c51cc87\\nparent 933b99c3cbf59d96086e272189e9f885684c3a3c\\nparent e5af6aaf8ce3d052cab09bcda8f45c8efafeaeb4\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1580727285 +0000\\ncommitter GitHub <noreply@github.com> 1580727285 +0000\\n\\nMerge pull request #214 from ANHIG/3390\\n\\n3390   \n",
-       "484                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "485                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "486                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "487                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "488                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "489                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "490                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "491                                                                                                      tree 9f20ea61cdd4e576ffcd87ed44ec4592829d1d6f\\nparent 3bef58fa463f149dba9bbe39ce5998dc309775b1\\nparent aa665c92a1e8a83795a769b2df05ea523230a6ea\\nauthor James Robinson <jrob119@users.noreply.github.com> 1587549990 +0100\\ncommitter GitHub <noreply@github.com> 1587549990 +0100\\n\\nMerge pull request #216 from ANHIG/3400\\n\\n3400   \n",
-       "492                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "493                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "494                                                                                    tree ec625bca664566b3a650c7a92c052f6cefd200ef\\nparent 33114538c5c04a541b79c07b9eab13e7f4688776\\nparent 04b174de7519eba544de546c8da83605b2d67695\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1587555439 +0100\\ncommitter GitHub <noreply@github.com> 1587555439 +0100\\n\\nMerge pull request #217 from ANHIG/3400\\n\\n3400   \n",
-       "495                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "496                            tree 833ed0e95fe16e7dbd9aee10e67f2327715d6623\\nparent 313fa941c27dc80c8be643e559a57fa9a61b5c81\\nparent 776bfa37573cd955f2a65b153c2a4a9da135ccf3\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1588249169 +0100\\ncommitter GitHub <noreply@github.com> 1588249169 +0100\\n\\nMerge pull request #219 from ANHIG/3400\\n\\nRemoval of invalid expression characters from G and P groups   \n",
-       "497                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "498                                                                                 tree 477b1f2a6a2d6d0da3c053803a3b115ac88e6143\\nparent 7fc318a21ee5e61b20b67713da83f53f170fa8c9\\nparent 84b22ea27bf990f8863509d5a808f221d211fbbd\\nauthor James Robinson <jrob119@users.noreply.github.com> 1591006789 +0100\\ncommitter GitHub <noreply@github.com> 1591006789 +0100\\n\\nMerge pull request #221 from ANHIG/3400\\n\\nRestored missing xsd file   \n",
-       "499                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "500                                                             tree 5f05c318fcda4b01b7212902e2f8c29cfde8497c\\nparent 28392d448b1ed1b928e0e47c79655dd8ab451a87\\nparent a3b490b6e73aaf6cf8f936f8ef77180bae8fa0e7\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1594651898 +0100\\ncommitter GitHub <noreply@github.com> 1594651898 +0100\\n\\nMerge pull request #222 from ANHIG/3410\\n\\nIPD-IMGT/HLA Release 3.41.0   \n",
-       "501                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "502                                                   tree e7c7b0ef8fcfc88c205c2fe76ee390060ea69ab0\\nparent 0c88bb6bd32c7d2bdf91d28a2df092f20a7ac34a\\nparent 19d69647f9abfa71c99eb9db5c38006af993864e\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1594731795 +0100\\ncommitter GitHub <noreply@github.com> 1594731795 +0100\\n\\nMerge pull request #224 from ANHIG/3410\\n\\nCorrected header for dpb_tce.csv file   \n",
-       "503                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "504                                              tree 27824699e7ccee6180b4d21ca9c152315648ec5a\\nparent 408f46b67f28e31941e8b5f0fc30fcf6c3453936\\nparent 17fd07eda35d5224aa199c8b75a187676e59f4f8\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1594739819 +0100\\ncommitter GitHub <noreply@github.com> 1594739819 +0100\\n\\nMerge pull request #226 from ANHIG/3410\\n\\nRemoval of invalid characters from hla.xml   \n",
-       "505                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "506                                         tree edbdad3d30b41391b3514cdc4a22055242efba09\\nparent 8a1c83d5eaaa9128aac546659d0cc97602bb7a10\\nparent a48af996cb97f811d37735f251903ece2b08cbfc\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1594976463 +0100\\ncommitter GitHub <noreply@github.com> 1594976463 +0100\\n\\nMerge pull request #227 from ANHIG/3410\\n\\nCorrection of C*01:02:04 in fasta/hla_nuc.fasta   \n",
-       "507                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "508                                            tree fcb040059ff102db277ab13e0d43788434de87e8\\nparent 318d9bf94836219690597e8f3f88d6e544008903\\nparent 09f5ae780a2907e61ad8d04555cb4a07c45ba2d7\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1596101600 +0100\\ncommitter GitHub <noreply@github.com> 1596101600 +0100\\n\\nMerge pull request #228 from ANHIG/3410\\n\\nCorrected serology for E*01:114 and E*01:115   \n",
-       "509                                                                        tree fcb040059ff102db277ab13e0d43788434de87e8\\nparent 09f5ae780a2907e61ad8d04555cb4a07c45ba2d7\\nparent 7ca733b18edab1fc837a34e3764b7d55e8dc93b0\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1599478290 +0100\\ncommitter GitHub <noreply@github.com> 1599478290 +0100\\n\\nMerge pull request #230 from ANHIG/Latest\\n\\nLatest to 3410   \n",
-       "510                                               tree fcb040059ff102db277ab13e0d43788434de87e8\\nparent 7ca733b18edab1fc837a34e3764b7d55e8dc93b0\\nparent 145561f6c5c7a3e6a4a07366457eb3a1edcf2200\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1599478473 +0100\\ncommitter GitHub <noreply@github.com> 1599478473 +0100\\n\\nMerge pull request #231 from ANHIG/3410\\n\\nMerge pull request #230 from ANHIG/Latest   \n",
-       "511                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "512                                                                tree ee869878737f1d205c3052842d3586a768c39b45\\nparent 60c4ea7496d1133d7f3e146aea13f48c42c50f34\\nparent 48e676dd09433ba9181d31db3c938b68cbc2c194\\nauthor James Robinson <jrob119@users.noreply.github.com> 1599484915 +0100\\ncommitter GitHub <noreply@github.com> 1599484915 +0100\\n\\nMerge pull request #232 from ANHIG/3410\\n\\nChanges for missing MICA genomic sequences   \n",
-       "513                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "514                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "515                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "516                                                                                    tree 81d714a27ee6e5b9d8d31b2fe8bd05202ee8030f\\nparent ea1a723bdac5652aa6407361fd05e814f3a51401\\nparent a192c306215ff6657c46c06ac3d8e44fa8b0c237\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1599486008 +0100\\ncommitter GitHub <noreply@github.com> 1599486008 +0100\\n\\nMerge pull request #233 from ANHIG/3410\\n\\n3410   \n",
-       "517                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "518                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "519                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "520                                    tree 709fd87a711d526ffa77049d96d88bac05c774fa\\nparent 92f2221eac44170043965bf8c2f9abfbe8a3d6fe\\nparent 432ebf6dddf39319f93a984938d160f5fdd86b02\\nauthor James Robinson <jrob119@users.noreply.github.com> 1599834724 +0100\\ncommitter GitHub <noreply@github.com> 1599834724 +0100\\n\\nMerge pull request #234 from ANHIG/3410\\n\\nCorrections to feature coordinates of DRB pseudogenes in hla.dat and …   \n",
-       "521                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "522                                                             tree bad765a6de468421b3eb60fa0b2c3ef138ffa316\\nparent c40a48a903d50116e537c135e6f852900341dbf8\\nparent 59ed1d6dffcc2787bf974f4ea69092a9072cc184\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1602773033 +0100\\ncommitter GitHub <noreply@github.com> 1602773033 +0100\\n\\nMerge pull request #236 from ANHIG/3420\\n\\nIPD-IMGT/HLA Release 3.42.0   \n",
-       "523                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "524                                          tree c639bb7d852762d0329a9ff5eb2932ff1a8ee404\\nparent 596a5e28098a9b937e947cba3dbf2a4ea866a886\\nparent 46a38e4abbd2392c57350f023b5c855070e44cf7\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1602829330 +0100\\ncommitter GitHub <noreply@github.com> 1602829330 +0100\\n\\nMerge pull request #237 from ANHIG/3420\\n\\nCorrections to hla_nom.txt and rel_dna_ser.txt   \n",
-       "525                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "526                              tree d90b0e5ad9bd236290ad53d14012d47bdb3eb198\\nparent dc54b50015fcfbb49528748520e0d7f2b2ff2e08\\nparent 9ad7336fb1b7b6307310efb0308f6f7362133e8c\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1603465851 +0100\\ncommitter GitHub <noreply@github.com> 1603465851 +0100\\n\\nMerge pull request #239 from ANHIG/3420\\n\\nRemoval of duplicate DRB1*01:01:01:01 entries from hla.xml   \n",
-       "527                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "528                         tree 2bc63de53394800052a040a4c791223486881ec2\\nparent ee5934b4ff020fe21cf59e51ae78f623fed259c0\\nparent c436780fea7228df63f493451531be6fd448854e\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1604936338 +0000\\ncommitter GitHub <noreply@github.com> 1604936338 +0000\\n\\nMerge pull request #241 from ANHIG/3420\\n\\nRemoval of expression characters from G and P groups in hla.xml   \n",
-       "529                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "530                                          tree 4d3db4e3ca478ec58f68e29f4c2550debd5b287d\\nparent 98d47fb0511e0b19b087c29a8464e773106334a8\\nparent d6c74bdb8f18dc13086d95ff3072af1422b61889\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1604936689 +0000\\ncommitter GitHub <noreply@github.com> 1604936689 +0000\\n\\nMerge pull request #242 from ANHIG/3420\\n\\nUpdate to release_verison.txt and md5checksums   \n",
-       "531                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "532                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "533                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "534                                                                                        tree 418496a0c6136a95543c9cd34fd96e6ba182d574\\nparent e435af939c4a776f9cb9309e761a46cbd0043b61\\nparent 41b3364db96b56b6dd596d776385657e9f2d96a2\\nauthor James Robinson <jrob119@users.noreply.github.com> 1607511571 +0000\\ncommitter GitHub <noreply@github.com> 1607511571 +0000\\n\\nMerge pull request #244 from ANHIG/3420\\n\\nUpdate dpb_tce.csv   \n",
-       "535                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "536                                                    tree e23a616abe415801d3d74851f746b4782a6322a1\\nparent 7486e3f8276e3a8495d2b154495d7a8fa30e57c0\\nparent 5ef0d330953fba1889653b120bdf50d22cc571a7\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1608117386 +0000\\ncommitter GitHub <noreply@github.com> 1608117386 +0000\\n\\nMerge pull request #247 from ANHIG/3420\\n\\nUpload of hla.xsd and hla_ambigs.xsd   \n",
-       "537                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "538                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "539                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "540                                                                                        tree e84c4b41ca146f946001687b463bfe0af1776267\\nparent c5468c985964935bd9600f8e20380e31be449e2b\\nparent e9eb52c8016d15233e9c70537d830181bc28fec5\\nauthor James Robinson <jrob119@users.noreply.github.com> 1608118786 +0000\\ncommitter GitHub <noreply@github.com> 1608118786 +0000\\n\\nMerge pull request #248 from ANHIG/3420\\n\\nUpdate hla.xml.zip   \n",
-       "541                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "542                                                                                                                                                                                      tree 8327a0e16ac34139239dde70f5ee53d6cbcdc222\\nparent 441eeff3a9fca4934fc9cf54e2e4a914bb43ef10\\nauthor James Robinson <jrob119@users.noreply.github.com> 1610982145 +0000\\ncommitter GitHub <noreply@github.com> 1610982145 +0000\\n\\nUpdate README.md   \n",
-       "543                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "544                                                                                    tree 0af0372f917fb1a207d5e335f57bcfbd4765e34f\\nparent a02389393dbd06e2e936d7d2438ef7e48fb969d9\\nparent 7a7d58ec828e8295dd4011f4f460f961a2b4428a\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1610987484 +0000\\ncommitter GitHub <noreply@github.com> 1610987484 +0000\\n\\nMerge pull request #250 from ANHIG/3430\\n\\n3430   \n",
-       "545                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "546                                                             tree 268cb3b7c0c569a22d0576ae3258ce1fcf83e8f8\\nparent 4ec1022d2645f3c2e5018971473710d568078eae\\nparent 03ded64be9b290287ab0101891ca6f338861c2fe\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1611057378 +0000\\ncommitter GitHub <noreply@github.com> 1611057378 +0000\\n\\nMerge pull request #251 from ANHIG/3430\\n\\nIPD-IMGT/HLA Release 3.43.0   \n",
-       "547                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "548                                             tree ff02ff518cac66aae7b5a2a11c47a1faa71b0b4c\\nparent cee977d8d1ca2d1f03f384e53227d56e5143b6fb\\nparent 25c04ea1f8bc4a9915417998310a563bdbb48115\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1611075477 +0000\\ncommitter GitHub <noreply@github.com> 1611075477 +0000\\n\\nMerge pull request #252 from ANHIG/3430\\n\\nCorrect to P group allocation for B*51:329Q   \n",
-       "549                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "550                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "551                                                                     tree 3d16225d6ee0c564ff5ad163feebd053f910b44b\\nparent 6305b6c83d61553d3606905f7b41a0cb99f92f0d\\nparent 2fdc68adf24ec02e28fba5657c7f31c1373491d2\\nauthor James Robinson <jrob119@users.noreply.github.com> 1612370314 +0000\\ncommitter GitHub <noreply@github.com> 1612370314 +0000\\n\\nMerge pull request #254 from ANHIG/3430\\n\\nP, G group name patch and other fixes   \n",
-       "552                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "553                                                                                        tree e4abe7afa968cef486eea66649f7de2cd122dd70\\nparent 0fe7efb1a6217accb8d53cbb17a633f406459fbb\\nparent 5df8b7ecec0e249df5485dd622efed8b35758540\\nauthor James Robinson <jrob119@users.noreply.github.com> 1612443918 +0000\\ncommitter GitHub <noreply@github.com> 1612443918 +0000\\n\\nMerge pull request #256 from ANHIG/3430\\n\\nUpdate hla.xml.zip   \n",
-       "554                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
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-       "559                  tree e9d53f77bc50482a40e2aaf00aa3e7d9f0ac670e\\nparent 3182e0793150de4ffb34da2774991cb24e49a191\\nparent a65fcca04e51ba8a9d48d2ee676be1de7ff01746\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1613575204 +0000\\ncommitter GitHub <noreply@github.com> 1613575204 +0000\\n\\nMerge pull request #258 from ANHIG/3430\\n\\nCorrection of release version in hla.xml and hla_ciwd.xml and additio…   \n",
-       "560                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
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-       "592                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "593                                                                 tree 486270e19b03dd6741f2345504c6dd8aabf3ec80\\nparent 0fa36435691cac5651bee2ffe511f73ccd98c367\\nparent c37267e1ee355c619a3058da5a7135e19e6522de\\nauthor James Robinson <jrob119@users.noreply.github.com> 1614761618 +0000\\ncommitter GitHub <noreply@github.com> 1614761618 +0000\\n\\nMerge pull request #260 from ANHIG/3430\\n\\nAddition of files for IHIW HML References   \n",
-       "594                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "595                                                  tree 838d1f52f5159e036291e68d93b4e1ed7ee7742c\\nparent 94cfe2ac15af0171f1397984ca0d1968a6931eb3\\nparent 7b746d5303493fb53214ceffbd9b365c8ef4a126\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1618240664 +0100\\ncommitter GitHub <noreply@github.com> 1618240664 +0100\\n\\nMerge pull request #262 from ANHIG/3430\\n\\nCorrection of DQB1 pseudo-exon mark up   \n",
-       "596                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "597                                                                                                    tree 2fd0910671771b719cc3fd60df9ace06bad5454a\\nparent 410e5b8bd76c20bcde2cd0e92c78713e00160c28\\nparent 4240ef4cf17e503c44b177ff0f7b740258ac2e70\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1619003809 +0100\\ncommitter GitHub <noreply@github.com> 1619003809 +0100\\n\\nMerge branch 'Latest' into 3440   \n",
-       "598                                                             tree 2fd0910671771b719cc3fd60df9ace06bad5454a\\nparent 4240ef4cf17e503c44b177ff0f7b740258ac2e70\\nparent a2726dfb0cde8a5d567ce9a115d4f254f2af3851\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1619003820 +0100\\ncommitter GitHub <noreply@github.com> 1619003820 +0100\\n\\nMerge pull request #263 from ANHIG/3440\\n\\nIPD-IMGT/HLA Release 3.44.0   \n",
-       "599                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "600                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "601                                          tree 6051a84888dcc089da909236838bd2f745c2fe81\\nparent b9d97ef45c56394528534bd1a2ec7d2d78523354\\nparent cf8ed2bb499fae21b7ed1544177ef3589a8246b1\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1620815779 +0100\\ncommitter GitHub <noreply@github.com> 1620815779 +0100\\n\\nMerge pull request #266 from ANHIG/3440\\n\\nRemoval of duplicate DRB1 entries from hla.xml   \n",
-       "602                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
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-       "607                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "608                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "609                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "610                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "611                                                                                                    tree 9c05fea3fa44a36a22e23ad60617f00819a0e951\\nparent c0510fbaa138ba0029d8aa2949c282fb2dfbf926\\nparent 4871325c65b16d5fc1a0fb406ebf539c3cbcf054\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1623413342 +0100\\ncommitter GitHub <noreply@github.com> 1623413342 +0100\\n\\nMerge branch 'Latest' into 3440   \n",
-       "612                  tree 9c05fea3fa44a36a22e23ad60617f00819a0e951\\nparent 4871325c65b16d5fc1a0fb406ebf539c3cbcf054\\nparent 2f6878301950dfea48a8147a6d8bd012be564063\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1623413349 +0100\\ncommitter GitHub <noreply@github.com> 1623413349 +0100\\n\\nMerge pull request #267 from ANHIG/3440\\n\\nInclusion of genomic sequence for B*44:495, DQB1*03:442 and DQB1*03:4…   \n",
-       "613                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "614                                                               tree a016fa2dcc42b1d2904bbad92c65522d64bb7636\\nparent a736a7ce4d98a0fefa3f4c01ab6da4641de74254\\nparent ee9eefb21f878da18c72bdc04b31d6ec5d8ade06\\nauthor James Robinson <jrob119@users.noreply.github.com> 1623753113 +0100\\ncommitter GitHub <noreply@github.com> 1623753113 +0100\\n\\nMerge pull request #268 from ANHIG/3440\\n\\nUpdated DQB1 version number in gen txt file   \n",
-       "615                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "616                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "617                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "618                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "619                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "620                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "621                                                                                    tree 6424cf47380a105370690c8ddbf86212eb5ba49d\\nparent af805f6d40beef639fac7bd1c5f7789893c2f662\\nparent b57de92d58da2bf787e5af34ab09e0e8ee6cea6c\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1626243543 +0100\\ncommitter GitHub <noreply@github.com> 1626243543 +0100\\n\\nMerge pull request #271 from ANHIG/3450\\n\\n3450   \n",
-       "622                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "623                      tree 581a1278deba65a0a9ac9fbcdc173744e51bc4cc\\nparent 6fdf7add8bb4f416bd8660e6b826d80e8759dfe1\\nparent 89b57278869c7b46fbbaf94825ed336328f3567a\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1626336442 +0100\\ncommitter GitHub <noreply@github.com> 1626336442 +0100\\n\\nMerge pull request #273 from ANHIG/3450\\n\\nRe-upload of hla.xml.zip and hla_ambigs.xml.zip for release 3.45.0   \n",
-       "624                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "625                     tree 57980302ea7464bbf80923f7cdb503c6fc50df80\\nparent fd63f824a11eead1f7fb39457251c7ac27ad1f93\\nparent d3fd19b04d4256600e8c90a27a2b317d61514c86\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1626694057 +0100\\ncommitter GitHub <noreply@github.com> 1626694057 +0100\\n\\nMerge pull request #274 from ANHIG/3450\\n\\nUpdate hla_prot/nuc/gen.fasta in main directory with latest version   \n",
-       "626                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "627                    tree 2a59a672021b2f43961276bfc873b518f367d845\\nparent 4a8d93e8607e2413edee71da68cade6e11249fea\\nparent 1a3007e433ed7ccffc4a2c7c36ed8013d6105d4d\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1626779605 +0100\\ncommitter GitHub <noreply@github.com> 1626779605 +0100\\n\\nMerge pull request #276 from ANHIG/3450\\n\\nRemoval of invalid control characters from hla.xml and hla.dat files   \n",
-       "628                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "629                                                               tree 78ea0888b047c3305649e0c730a7adc43462950d\\nparent a231c3b065a7b9c86c92915f3b4bcf012ec36175\\nparent 8f892b2675dd6464f526d32f1ad1d3fd62fa3b03\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1629473129 +0100\\ncommitter GitHub <noreply@github.com> 1629473129 +0100\\n\\nMerge pull request #279 from ANHIG/3450\\n\\nIPD-IMGT/HLA Patch 3.45.1   \n",
-       "630                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "631                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "632                                                 tree 767c2a360947e6ea3f39804f06458e7206f5cec1\\nparent 6c613ce701353f42b6c911801f0aeb78413fac9d\\nparent 352813601073bcdc3d5eb08d1be07be904276a9a\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1631893796 +0100\\ncommitter GitHub <noreply@github.com> 1631893796 +0100\\n\\nMerge pull request #281 from ANHIG/3450\\n\\nUpdate of release_version.txt to 3.45.1   \n",
-       "633                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "634                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "635                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "636                                                                                            tree 610e054687c53bcebf7ff18f5869eb37922a47fe\\nparent 7dc4672795eaea35bd8c7e1fa2ec40cf948fc2fd\\nparent d53cfe39089bd2ce40cf0fa06167d0ae38e3e4ea\\nauthor James Robinson <jrob119@users.noreply.github.com> 1633965237 +0100\\ncommitter GitHub <noreply@github.com> 1633965237 +0100\\n\\nMerge pull request #282 from ANHIG/3460\\n\\nRelease 3.46.0   \n",
-       "637                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "638                                                                               tree 826beb70dab6efe7253a866981e50cd84b26e73f\\nparent 8d77b3dd93959663d58ae5b626289d0746edd0e7\\nparent ddda708da9f2f41ae7e7d122973c2eddb141d949\\nauthor James Robinson <jrob119@users.noreply.github.com> 1633966426 +0100\\ncommitter GitHub <noreply@github.com> 1633966426 +0100\\n\\nMerge pull request #283 from ANHIG/3460\\n\\nIPD-IMGT/HLA Release 3.46.0   \n",
-       "639                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "640                                                            tree 739503884c4439a043a8bcf2249c0c59512befca\\nparent 8dd2a04b1d7e559f5124d012f0a729d0180216d2\\nparent 3f46491c0fe377fd922412c93137efb6a4879b05\\nauthor James Robinson <jrob119@users.noreply.github.com> 1635247950 +0100\\ncommitter GitHub <noreply@github.com> 1635247950 +0100\\n\\nMerge pull request #286 from ANHIG/3460\\n\\nChanges to descriptors for two deleted alleles   \n",
-       "641                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "642                  tree 53443064a41f075cf6336f5c513d9212a62b2168\\nparent 2d19daf42ff47c2f2c4e7970dd77ed32768eb38f\\nparent 178c68cca2044cbd5032cbff23e4c06b738aed2a\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1636631366 +0000\\ncommitter GitHub <noreply@github.com> 1636631366 +0000\\n\\nMerge pull request #289 from ANHIG/3460\\n\\nUpdated reason for deletion for alleles B*07:02:06, B*44:525, DQB1*02…   \n",
-       "643                                                                                                                                                                                      tree 9cd8f053ab1857b8156bdb9fe015cb54d44f6e50\\nparent d76ca7d75891aac95205b2cc11510ce8ef41a65a\\nauthor James Robinson <jrob119@users.noreply.github.com> 1641287913 +0000\\ncommitter GitHub <noreply@github.com> 1641287913 +0000\\n\\nUpdate README.md   \n",
-       "644                                                                                                                                                                                      tree b2dfe7a38a1d029e61713429dd6761217c91f00b\\nparent 0a051a92e0baab68b4c77ad13b8cb4e7eaa2f810\\nauthor James Robinson <jrob119@users.noreply.github.com> 1641287942 +0000\\ncommitter GitHub <noreply@github.com> 1641287942 +0000\\n\\nUpdate README.md   \n",
-       "645                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "646                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "647                                                                                    tree 4945eb443eef38bc0974907f20e9083d0537d276\\nparent 3fb27698fe4ebbd5ec4a0e565d97a53fe48c7cdd\\nparent d86bdd9983424c792691269fa10e6f022ccf2191\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1642106018 +0000\\ncommitter GitHub <noreply@github.com> 1642106018 +0000\\n\\nMerge pull request #291 from ANHIG/3470\\n\\n3470   \n",
-       "648                                                                                                                           tree 7f53074f59c6c734be7ae5dafb105f0f8532c1af\\nparent d86bdd9983424c792691269fa10e6f022ccf2191\\nauthor James Robinson <jrob119@users.noreply.github.com> 1642147558 +0000\\ncommitter GitHub <noreply@github.com> 1642147558 +0000\\n\\nUpdate README.md\\n\\nUpdate sponsorship contact and malformed section header   \n",
-       "649                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "650                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "651                                                                                    tree f97a3f30616b37a0af1125a18836898e31b6e106\\nparent 239bf68f403bbdbabb43fa0277040f4dda2b2aff\\nparent db46d2a0209720c5fa0ab8b03403f7009f69d2d6\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1642173923 +0000\\ncommitter GitHub <noreply@github.com> 1642173923 +0000\\n\\nMerge pull request #292 from ANHIG/3470\\n\\n3470   \n",
-       "652                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "653                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "654                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "655                                                   tree 24a24723ebcb1a4941b46364932c07e35ae15df6\\nparent d4c410cd91618a8a74a7763598e499f6a8aa168b\\nparent 8ab272288e81fa9a49fd4765579b066c2c03cc10\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1644507419 +0000\\ncommitter GitHub <noreply@github.com> 1644507419 +0000\\n\\nMerge pull request #296 from ANHIG/3470\\n\\nCorrection of HLA P Groups in hla.xml   \n",
-       "656                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "657                                          tree b28e791a20f7aa5920dd2b74fc7be98c783339db\\nparent 207cdce7fef5dae54fdad4cc4f933ebd1ab13c5e\\nparent db33aee5dc0b44251b64ff4c2e2f05d59e4e3a2d\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1647354479 +0000\\ncommitter GitHub <noreply@github.com> 1647354479 +0000\\n\\nMerge pull request #299 from ANHIG/3470\\n\\nUpdate to xml/hla.xml.zip correcting meta data   \n",
-       "658                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "659                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "660                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
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-       "662                        tree 3b5d2493c93ac51afea3e135dddb461fd1293447\\nparent 4a13df461c42f970a099de77377f309995e7995c\\nparent 4d33035dd296826bbde200e17e5281910ac8be13\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1650443940 +0100\\ncommitter GitHub <noreply@github.com> 1650443940 +0100\\n\\nMerge pull request #305 from ANHIG/3480\\n\\nUpload of Allelelist_history.txt for IPD-IMGT/HLA Release 3.48.0   \n",
-       "663                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "664                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
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-       "668                                                                                    tree 1ae5aa712676f2aee764e87c7ed7d1c154af2a50\\nparent d1dd2ac5e2b6a8abef9e33ed397807ece52a22fe\\nparent c90cc62006b35061c8db4b6f8da1b86de7650b23\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1657873291 +0100\\ncommitter GitHub <noreply@github.com> 1657873291 +0100\\n\\nMerge pull request #308 from ANHIG/3490\\n\\n3490   \n",
-       "669                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "670                  tree 14c50978848d44c6b646380f461430c6afa3a07b\\nparent 536e8833f3be4bbcffbfba43cd0b3043c5bf4068\\nparent 8732e7d4739a911e01f69d2c5bda82ca15ca68a9\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1658580856 +0100\\ncommitter GitHub <noreply@github.com> 1658580856 +0100\\n\\nMerge pull request #310 from ANHIG/3490\\n\\nAdded additional space in DRB_prot.txt, DRB_nuc.txt and DRB1_gen.txt …   \n",
-       "671                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "672                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "673                                          tree 687b3064964c00ca72360ffd0d4d5a05f1b1d47c\\nparent 50e92c677f4cd547c32bb9305269a762a9595074\\nparent 1fd937e6c0ff8452f64152aec9632f0586f981d1\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1661074281 +0100\\ncommitter GitHub <noreply@github.com> 1661074281 +0100\\n\\nMerge pull request #314 from ANHIG/3490\\n\\nCorrected DRA*01:01:01:01 P group (DRA*01:01P)   \n",
-       "674                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "675                  tree 9435adb2a0625e47102ba86f264c775bfe6456fc\\nparent a9680a9e80e2c119d4aa41f90e5f40cef6e7df02\\nparent 8f80f24d49797595d8a18b8d4d1f59846fbf3fe1\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1661442247 +0100\\ncommitter GitHub <noreply@github.com> 1661442247 +0100\\n\\nMerge pull request #315 from ANHIG/3490\\n\\nRemoval of duplicate \"KW   Human MHC;\" in hla.dat; Removal of empty 3…   \n",
-       "676                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "677                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "678                                                                               tree f5fa7e25c2fdb24f2e842951338b6e6bd618a237\\nparent 12b4b94bb49b4640fa48a1182cc9b1e1fbf7e816\\nparent 2c631a4b61d529ff1c0635750888f6f6d79c2703\\nauthor xeniageorgiouAN <xenia.georgiou@anthonynolan.org> 1665666372 +0100\\ncommitter GitHub <noreply@github.com> 1665666372 +0100\\n\\nMerge pull request #317 from ANHIG/3500\\n\\nIPD-IMGT/HLA Release 3.50.0   \n",
-       "679                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "680                                            tree f4dfbde08baca4399784af7359b7fdc9acc97c1f\\nparent 1ce31fc9e2805034578eff60a269c02176f03252\\nparent 2d38d3313229fdc5f8aa00052a2db21b35be3d2d\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1665737257 +0100\\ncommitter GitHub <noreply@github.com> 1665737257 +0100\\n\\nMerge pull request #318 from ANHIG/3500\\n\\nhla.dat file for IPD-IMGT/HLA Release 3.50.0   \n",
-       "681                                                                                                                                           tree ec5e05405db4963ee9b10c857e38ec3f44d18764\\nparent 1d50edc746506c55aa9f5dc2fff61a2e4bb25a0e\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1666280802 +0100\\ncommitter GitHub <noreply@github.com> 1666280802 +0100\\n\\nUpdate sample flatfile to display ID line   \n",
-       "682                                                                                                                                           tree f451b99c69b28981884130084bfeb9e872b4e9a1\\nparent 25ca5b9aeaad82db223c11bc058ba2b66ca996bb\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1666280825 +0100\\ncommitter GitHub <noreply@github.com> 1666280825 +0100\\n\\nUpdate sample flatfile to display ID line   \n",
-       "683                                                                                                                                                                    tree 7e408b93f161a56eabed6413339eea7e464f29ea\\nparent 63bd2a16920933caed1bcc2489913ad1a52d9c55\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1666341453 +0100\\ncommitter GitHub <noreply@github.com> 1666341453 +0100\\n\\nUpdate Manual.md   \n",
-       "684                                                                                                                                                                    tree f658c328f504b22fe5c410d8097eab7f464ff8cc\\nparent e5198e0f0cb97456678856a60a13e87581e39966\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1666341478 +0100\\ncommitter GitHub <noreply@github.com> 1666341478 +0100\\n\\nUpdate Manual.md   \n",
-       "685                                                                                                                                                                    tree c7dce1291c8da0efd4ed6336c4051cd89b21762f\\nparent ce483229eac6fd693d73cd96c0c14a898b0ee257\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1666341497 +0100\\ncommitter GitHub <noreply@github.com> 1666341497 +0100\\n\\nUpdate Manual.md   \n",
-       "686                                                                                                                                                                    tree be6945f2546f30cca345ec49ea064a3bb1eaca89\\nparent 870e39341592de0113c530f471098490a246ac24\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1666341512 +0100\\ncommitter GitHub <noreply@github.com> 1666341512 +0100\\n\\nUpdate Manual.md   \n",
-       "687                                                                                                                                                                    tree e90e4d54ac971a4226f1957bf1a568582a36aef5\\nparent 58e40f66297b220958bcf09c6f92009ba6422e3a\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1666341530 +0100\\ncommitter GitHub <noreply@github.com> 1666341530 +0100\\n\\nUpdate Manual.md   \n",
-       "688                                                                                                                                                                    tree 63b8c4c64dbd1e955a5886e04291ac7f20510148\\nparent 6105b0721add250edc33e25f4c09b3fcf2a9c896\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1666341545 +0100\\ncommitter GitHub <noreply@github.com> 1666341545 +0100\\n\\nUpdate Manual.md   \n",
-       "689                                                                                                                                                                    tree 73fe4a867bcd73c032784568be46888b3d05d147\\nparent 81bceb5eee4289c9fcefad90f821f5269849df37\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1666341676 +0100\\ncommitter GitHub <noreply@github.com> 1666341676 +0100\\n\\nUpdate Manual.md   \n",
-       "690                                                                                                                                                                    tree 0a6c649ca4a11daf1fb7df8e26cb3fc12ab4d76c\\nparent 77f7c148e7de394021ca84a012427a8a0974eb5f\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1666341696 +0100\\ncommitter GitHub <noreply@github.com> 1666341696 +0100\\n\\nUpdate Manual.md   \n",
-       "691                                                                                                                                                                    tree 58442f7386dd2f5b5a208ebedae21fc632b567bf\\nparent 19fd85f5aceb424c866a2c939caea18a4383a136\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1666341713 +0100\\ncommitter GitHub <noreply@github.com> 1666341713 +0100\\n\\nUpdate Manual.md   \n",
-       "692                                                                                                                                                                    tree 5bf0803ef9a96a382ec24e1f2f1733b675092821\\nparent 7cf5f88bd3698ebb5170c34b2f155883a0a82e7e\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1666341728 +0100\\ncommitter GitHub <noreply@github.com> 1666341728 +0100\\n\\nUpdate Manual.md   \n",
-       "693                                                                                                                                                                    tree 738d4f217a4d5c33fa3cfd75e12400e36ce620c1\\nparent a22f909ec97f3e2b5bdaf764fc46606c1d2718a2\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1666341753 +0100\\ncommitter GitHub <noreply@github.com> 1666341753 +0100\\n\\nUpdate Manual.md   \n",
-       "694                                                                                                                                                                    tree abac042b3178de959d62365d011bae556149aa16\\nparent 71626fbc1ecab1867deda1c9739557a345c443c3\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1666341769 +0100\\ncommitter GitHub <noreply@github.com> 1666341769 +0100\\n\\nUpdate Manual.md   \n",
-       "695                                                                                                                                                                    tree e25b42fdccdb8d999f8168c72f656f85b8d4ebaa\\nparent ee9eefb21f878da18c72bdc04b31d6ec5d8ade06\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1666341782 +0100\\ncommitter GitHub <noreply@github.com> 1666341782 +0100\\n\\nUpdate Manual.md   \n",
-       "696                                                                                                                                                                    tree b58dd7dd6de8fc952130d0e4ad0d59042b76db97\\nparent 352813601073bcdc3d5eb08d1be07be904276a9a\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1666341839 +0100\\ncommitter GitHub <noreply@github.com> 1666341839 +0100\\n\\nUpdate Manual.md   \n",
-       "697                                                                                                                                                                    tree 42e2ecf14b94827129e447c4fd83c35ca6253549\\nparent 48d6ec6a0fb4cbb8bc4231f10509fe5ec4e8e2c2\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1666341858 +0100\\ncommitter GitHub <noreply@github.com> 1666341858 +0100\\n\\nUpdate Manual.md   \n",
-       "698                                                                                                                                                                    tree fd8d1e21f44ecb6c1ed23734906cf84bad4d7328\\nparent db33aee5dc0b44251b64ff4c2e2f05d59e4e3a2d\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1666341872 +0100\\ncommitter GitHub <noreply@github.com> 1666341872 +0100\\n\\nUpdate Manual.md   \n",
-       "699                                                                                                                                                                    tree a596567941d14c46746cb09d504016c39f1e4963\\nparent 51015f8712a57688e520961c4ccf7e259bf56995\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1666341928 +0100\\ncommitter GitHub <noreply@github.com> 1666341928 +0100\\n\\nUpdate Manual.md   \n",
-       "700                                                                                                                                                                    tree 7c582c2669e168f3921c60740dc882b8447edfa3\\nparent 8f80f24d49797595d8a18b8d4d1f59846fbf3fe1\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1666341958 +0100\\ncommitter GitHub <noreply@github.com> 1666341958 +0100\\n\\nUpdate Manual.md   \n",
-       "701                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "702                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "703                      tree 79545a4b3e76dc1654e4806b9c61028037edd65a\\nparent e941759874365cb152a3562c22d10847d10db326\\nparent 36220a1c5c2d6954f4873a552544cc0e55b61d0a\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1671012174 +0000\\ncommitter GitHub <noreply@github.com> 1671012174 +0000\\n\\nMerge pull request #323 from ANHIG/3500\\n\\nCorrected missing date and version field in Allelelist_history.txt   \n",
-       "704                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "705                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "706                                                                                    tree 0324b28ec83620104d62eff785beb9557dbad4bd\\nparent 50b790037030d958b662085c3f4cf34ba72a32ec\\nparent 4b8432c7d56121c84d6ef1d75a1c7185c628c13d\\nauthor michaelcooperAN <55495425+michaelcooperAN@users.noreply.github.com> 1673604288 +0000\\ncommitter GitHub <noreply@github.com> 1673604288 +0000\\n\\nMerge pull request #325 from ANHIG/3510\\n\\n3510   \n",
-       "707                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "708                                                                               tree e9ffca9666e355b1285a0c6a42951f6a28ea7f90\\nparent 5f2c562056f8ffa89aeea0631f2a52300ee0de17\\nparent def376dc6955b339b17f0a4b840e80eb6b9c744b\\nauthor xeniageorgiouAN <xenia.georgiou@anthonynolan.org> 1681747432 +0100\\ncommitter GitHub <noreply@github.com> 1681747432 +0100\\n\\nMerge pull request #334 from ANHIG/3520\\n\\nIPD-IMGT/HLA Release 3.52.0   \n",
-       "709                                                                                              tree c28397936e9a8e37c3907ecb4d9dc27aab805b90\\nparent def376dc6955b339b17f0a4b840e80eb6b9c744b\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1685013651 +0100\\ncommitter GitHub <noreply@github.com> 1685013651 +0100\\n\\nCorrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt   \n",
-       "710                                                                                              tree 782c7515b6eb73a17f9af9447ee60d361535f332\\nparent 4b8432c7d56121c84d6ef1d75a1c7185c628c13d\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1685013769 +0100\\ncommitter GitHub <noreply@github.com> 1685013769 +0100\\n\\nCorrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt   \n",
-       "711                                                                                              tree a7abb2bd63deff6c3e3afd67febc6426cd9f1919\\nparent 36220a1c5c2d6954f4873a552544cc0e55b61d0a\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1685013795 +0100\\ncommitter GitHub <noreply@github.com> 1685013795 +0100\\n\\nCorrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt   \n",
-       "712                                                                                                                                                          tree 89e103ad5f61abf9b46726d1b3b98022372fb8ca\\nparent 6ce2d4bdbdf1228bb8a9783b941637d7a1c0ac78\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1685013808 +0100\\ncommitter GitHub <noreply@github.com> 1685013808 +0100\\n\\nUpdate Deleted_alleles.txt   \n",
-       "713                                                                                              tree 5c5450ad6e75945f8b040038e316d6d54b9e0f66\\nparent 1d084a344c39ea1ec5fdf66575d6cc85fde30d66\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1685013889 +0100\\ncommitter GitHub <noreply@github.com> 1685013889 +0100\\n\\nCorrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt   \n",
-       "714                                                                                              tree 68130bd7950bfeaa2d63e6f59f922471dd6c85e1\\nparent cac526afe42a99640d287b18521d4f597f758cc7\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1685013907 +0100\\ncommitter GitHub <noreply@github.com> 1685013907 +0100\\n\\nCorrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt   \n",
-       "715                                                                                              tree f57d9fcef84cb699d67cf9cc2d075f82bc81da85\\nparent 3a36f8cd57c7f0a7ba5f319dec03e82f42195e3d\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1685013928 +0100\\ncommitter GitHub <noreply@github.com> 1685013928 +0100\\n\\nCorrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt   \n",
-       "716                                                                                              tree 7f09573aee3f202a1424fb8004cd4b446658e774\\nparent ca9422949acac3495dc385af56e9778a720578fa\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1685013946 +0100\\ncommitter GitHub <noreply@github.com> 1685013946 +0100\\n\\nCorrected suffix change of C*03:03:01:50 renamed C*03:03:01:50N in Deleted_alleles.txt   \n",
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-       "718                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "719                                                                             tree e469a87af741eea72f030c97d1166f3ae74a95f8\\nparent 70b3c643390b8a1e394b5d9cc9ee1f2c6eb1baca\\nparent 9283ea834c9036298d0ffeec455cb00e80998157\\nauthor xeniageorgiouAN <xenia.georgiou@anthonynolan.org> 1689174466 +0100\\ncommitter GitHub <noreply@github.com> 1689174466 +0100\\n\\nMerge pull request #339 from ANHIG/3.53.0\\n\\nIPD-IMGT/HLA Release 3.53.0   \n",
-       "720                                                                                                    tree 3b372acf955777c904ae16d79d63f13d99298acb\\nparent 9283ea834c9036298d0ffeec455cb00e80998157\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1690388234 +0100\\ncommitter GitHub <noreply@github.com> 1690388234 +0100\\n\\nDocumented changes to the hla.xml releasestatus and release comments attributes.   \n",
-       "721                  tree 3b372acf955777c904ae16d79d63f13d99298acb\\nparent 257023f6884c7be64f80212d5b7e5b5090074675\\nparent 8bbbfb664b7d9787893860b9b199118363f0d29f\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1690388253 +0100\\ncommitter GitHub <noreply@github.com> 1690388253 +0100\\n\\nMerge pull request #341 from ANHIG/3530\\n\\nDocumented changes to the hla.xml releasestatus and release comments …   \n",
-       "722                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "723                                                  tree 96e236e820933d2858e8023d8500d3c26a146aab\\nparent 359b8c8634db73b939496c53643cc0fae7f22a58\\nparent dd94105b16d0b851349385f7a6366ea63a7ab41f\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1691742598 +0100\\ncommitter GitHub <noreply@github.com> 1691742598 +0100\\n\\nMerge pull request #342 from ANHIG/3530\\n\\nUpdated database citation in README.md   \n",
-       "724                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "725                  tree dda4efc59c2d030e9a42d84936a1a5f24e8f256a\\nparent 63dd028fca845a55a065ac75aea5f9079cce065e\\nparent 83aa94b540407ccdfcb452c77439b86c543f849d\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1692967515 +0100\\ncommitter GitHub <noreply@github.com> 1692967515 +0100\\n\\nMerge pull request #345 from ANHIG/3530\\n\\nUpdate to dpb_tce.csv file containing corrections to DPB TCE version …   \n",
-       "726                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "727                                                        tree 3a16178c0514ad71913a582bfdd88556652f93e3\\nparent a549c5b255da7d988a70cf7f7a2bdb5b1ae5b00a\\nparent f71eae6423f6fc21208543a100271fb1f3594ca0\\nauthor michaelcooperAN <55495425+michaelcooperAN@users.noreply.github.com> 1697118658 +0100\\ncommitter GitHub <noreply@github.com> 1697118658 +0100\\n\\nMerge pull request #348 from ANHIG/3540\\n\\nIMGT/HLA Database Release 3.54.0   \n",
-       "728                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "729                  tree df912ca977f637e2f6a906eff36aff3b66f13588\\nparent 82b2645b5cfda1bcfdaab58e28b1424200ba7feb\\nparent 860f0e2963f4e17a3a4ee6631b00f85831414b7c\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1697792703 +0100\\ncommitter GitHub <noreply@github.com> 1697792703 +0100\\n\\nMerge pull request #350 from ANHIG/3540\\n\\nCorrected format of hla.xml to be consitent with current production v…   \n",
-       "730                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "731                                 tree 08b9f06003dd9f711b27683ad1e1af77be35e1b0\\nparent 5734aa71940623de415012e724571e8dc83c7ec4\\nparent 37db1de2825438e8850de308d43a162a6d5c0ebd\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1699538316 +0000\\ncommitter GitHub <noreply@github.com> 1699538316 +0000\\n\\nMerge pull request #352 from ANHIG/3540\\n\\nUpload of hla_prot, nuc and gen.fasta to root directory   \n",
-       "732                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "733                 tree 1cc4bbf6c5c57a14ab4eba08994009f98108d0bb\\nparent 901b1b788a2ec2b4722c9672910ad880b29b368b\\nparent 7d00d7b49cbcc987e07752845bd8b14986316ab4\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1704984853 +0000\\ncommitter GitHub <noreply@github.com> 1704984853 +0000\\n\\nMerge pull request #355 from ANHIG/3540\\n\\nRelease of new hla.xml format as hla_new.xml and hla_new.xsd for 3.54.0   \n",
-       "734                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "735                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "736                                                                                    tree f33d0256071f32b24e10958c13e406d2cfd0278c\\nparent 522c1fdd2b79fa7caa628ec48f6654342cb77045\\nparent 9269ebc7d683892d200250d1cb9b50e65775adf1\\nauthor michaelcooperAN <55495425+michaelcooperAN@users.noreply.github.com> 1705419674 +0000\\ncommitter GitHub <noreply@github.com> 1705419674 +0000\\n\\nMerge pull request #357 from ANHIG/3550\\n\\n3550   \n",
-       "737                                                                                                                                                                                                                                                                                                                                                                                                                                       None   \n",
-       "738                         tree 7494ab73a2e3d1c11734e72acc83573cb8feb161\\nparent 976810404a63f0f005190d8183450534f4c631df\\nparent e4fd1e39a4d9f1da8e7efe4a7f699320e287dcdb\\nauthor dominicbarkerAN <37367778+dominicbarkerAN@users.noreply.github.com> 1705575965 +0000\\ncommitter GitHub <noreply@github.com> 1705575965 +0000\\n\\nMerge pull request #359 from ANHIG/3550\\n\\nRemoval of empty sequence block in A_prot.txt and MICA_prot.txt   \n",
-       "\n",
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-       "253          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "254          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "255          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "256          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "257          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "258          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "259          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "260          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "261          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "262          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "263          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "264          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "265          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "266          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "267          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "268          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "269          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "270          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "271          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "272          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "273          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "274          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "275          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "276          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "277          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "278          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "279          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "280          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "281          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "282          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "283          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "284          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "285          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "286          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "287          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "288          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "289          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "290          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "291          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "292          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "293          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "294          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "295          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "296          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "297          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "298          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "299          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "300          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "301          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "302          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "303          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "304          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "305          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "306          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "307          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "308          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "309          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "310          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "311          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "312          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "313          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "314          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "315          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "316          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "317          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "318          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "319          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "320          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "321          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "322          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "323          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "324          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "325          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "326          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "327          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "328          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "329          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "330          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "331          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "332          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "333          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "334          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "335          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "336          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "337          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "338          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "339          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "340          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "341          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "342          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "343          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "344          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "345          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "346          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "347          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "348          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "349          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "350          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "351          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "352          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "353          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "354          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "355          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "356          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "357          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "358          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "359          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "360          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "361          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "362          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "363          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "364          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "365          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "366          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "367          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "368          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "369          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "370          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "371          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "372          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "373          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "374          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "375          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "376          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "377          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "378          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "379          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "380          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "381          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "382          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "383          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "384          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "385              NaN         NaN                   NaN   \n",
-       "386          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "387          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "388              NaN         NaN                   NaN   \n",
-       "389          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "390          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "391          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "392          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "393          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "394          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "395          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "396          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "397          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "398          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "399          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "400          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "401          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "402          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "403          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "404          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "405  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "406          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "407          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "408          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "409          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "410          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "411          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "412          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "413          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "414          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "415          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "416          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "417          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "418          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "419          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "420          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "421  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "422  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "423  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "424  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "425  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "426  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "427  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "428  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "429  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "430  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "431  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "432  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "433  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "434  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "435  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "436          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "437          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "438  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "439  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "440  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "441  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "442          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "443          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "444          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "445          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "446          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "447          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "448          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "449  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "450  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "451  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "452  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "453  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "454  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "455  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "456  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "457  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "458          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "459          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "460          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "461  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "462  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "463  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "464  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "465  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "466  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "467  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "468  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "469  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "470          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "471          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "472          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "473  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "474  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "475  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "476  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "477  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "478  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "479  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "480  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "481  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "482  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "483  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "484          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "485          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "486          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "487              NaN         NaN                   NaN   \n",
-       "488              NaN         NaN                   NaN   \n",
-       "489              NaN         NaN                   NaN   \n",
-       "490              NaN         NaN                   NaN   \n",
-       "491          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "492              NaN         NaN                   NaN   \n",
-       "493              NaN         NaN                   NaN   \n",
-       "494  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "495              NaN         NaN                   NaN   \n",
-       "496  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "497          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "498          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "499              NaN         NaN                   NaN   \n",
-       "500  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "501              NaN         NaN                   NaN   \n",
-       "502  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "503              NaN         NaN                   NaN   \n",
-       "504  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "505              NaN         NaN                   NaN   \n",
-       "506  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "507              NaN         NaN                   NaN   \n",
-       "508  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "509  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "510  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "511          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "512          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "513              NaN         NaN                   NaN   \n",
-       "514              NaN         NaN                   NaN   \n",
-       "515              NaN         NaN                   NaN   \n",
-       "516  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "517          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "518          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "519          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "520          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "521              NaN         NaN                   NaN   \n",
-       "522  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "523              NaN         NaN                   NaN   \n",
-       "524  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "525              NaN         NaN                   NaN   \n",
-       "526  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "527              NaN         NaN                   NaN   \n",
-       "528  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "529              NaN         NaN                   NaN   \n",
-       "530  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "531              NaN         NaN                   NaN   \n",
-       "532              NaN         NaN                   NaN   \n",
-       "533          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "534          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "535              NaN         NaN                   NaN   \n",
-       "536  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "537          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "538          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "539          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "540          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "541              NaN         NaN                   NaN   \n",
-       "542          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "543              NaN         NaN                   NaN   \n",
-       "544  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "545              NaN         NaN                   NaN   \n",
-       "546  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "547              NaN         NaN                   NaN   \n",
-       "548  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "549          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "550          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "551          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "552          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "553          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "554          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "555          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "556          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "557          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "558              NaN         NaN                   NaN   \n",
-       "559  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "560          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "561          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "562          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "563          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "564          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "565          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "566          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "567          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "568          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "569          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "570          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "571          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "572          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "573          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "574          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "575          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "576          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "577          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "578          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "579          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "580          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "581          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "582          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "583          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "584          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "585          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "586          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "587          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "588          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "589          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "590          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "591          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "592          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "593          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "594              NaN         NaN                   NaN   \n",
-       "595  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "596              NaN         NaN                   NaN   \n",
-       "597  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "598  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "599              NaN         NaN                   NaN   \n",
-       "600              NaN         NaN                   NaN   \n",
-       "601  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "602              NaN         NaN                   NaN   \n",
-       "603              NaN         NaN                   NaN   \n",
-       "604              NaN         NaN                   NaN   \n",
-       "605              NaN         NaN                   NaN   \n",
-       "606              NaN         NaN                   NaN   \n",
-       "607              NaN         NaN                   NaN   \n",
-       "608              NaN         NaN                   NaN   \n",
-       "609              NaN         NaN                   NaN   \n",
-       "610              NaN         NaN                   NaN   \n",
-       "611  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "612  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "613          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "614          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "615       ipd-deploy  78602048.0  MDQ6VXNlcjc4NjAyMDQ4   \n",
-       "616       ipd-deploy  78602048.0  MDQ6VXNlcjc4NjAyMDQ4   \n",
-       "617       ipd-deploy  78602048.0  MDQ6VXNlcjc4NjAyMDQ4   \n",
-       "618       ipd-deploy  78602048.0  MDQ6VXNlcjc4NjAyMDQ4   \n",
-       "619       ipd-deploy  78602048.0  MDQ6VXNlcjc4NjAyMDQ4   \n",
-       "620       ipd-deploy  78602048.0  MDQ6VXNlcjc4NjAyMDQ4   \n",
-       "621  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "622              NaN         NaN                   NaN   \n",
-       "623  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "624       ipd-deploy  78602048.0  MDQ6VXNlcjc4NjAyMDQ4   \n",
-       "625  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "626              NaN         NaN                   NaN   \n",
-       "627  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "628              NaN         NaN                   NaN   \n",
-       "629  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "630  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "631  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "632  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "633          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "634          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "635          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "636          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "637          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "638          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "639          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "640          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "641              NaN         NaN                   NaN   \n",
-       "642  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "643          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "644          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "645              NaN         NaN                   NaN   \n",
-       "646              NaN         NaN                   NaN   \n",
-       "647  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "648          jrob119  19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "649              NaN         NaN                   NaN   \n",
-       "650              NaN         NaN                   NaN   \n",
-       "651  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "652              NaN         NaN                   NaN   \n",
-       "653              NaN         NaN                   NaN   \n",
-       "654              NaN         NaN                   NaN   \n",
-       "655  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "656  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "657  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "658  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "659  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "660  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "661              NaN         NaN                   NaN   \n",
-       "662  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "663              NaN         NaN                   NaN   \n",
-       "664              NaN         NaN                   NaN   \n",
-       "665              NaN         NaN                   NaN   \n",
-       "666              NaN         NaN                   NaN   \n",
-       "667  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "668  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "669              NaN         NaN                   NaN   \n",
-       "670  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "671              NaN         NaN                   NaN   \n",
-       "672              NaN         NaN                   NaN   \n",
-       "673  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "674  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "675  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "676  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "677  xeniageorgiouAN  55495460.0  MDQ6VXNlcjU1NDk1NDYw   \n",
-       "678  xeniageorgiouAN  55495460.0  MDQ6VXNlcjU1NDk1NDYw   \n",
-       "679  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "680  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "681  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "682  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "683  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "684  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "685  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "686  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "687  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "688  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "689  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "690  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "691  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "692  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "693  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "694  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "695  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "696  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "697  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "698  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "699  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "700  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "701  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "702  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "703  dominicbarkerAN  37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
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-       "383          https://api.github.com/users/jrob119   \n",
-       "384          https://api.github.com/users/jrob119   \n",
-       "385                                           NaN   \n",
-       "386          https://api.github.com/users/jrob119   \n",
-       "387          https://api.github.com/users/jrob119   \n",
-       "388                                           NaN   \n",
-       "389          https://api.github.com/users/jrob119   \n",
-       "390          https://api.github.com/users/jrob119   \n",
-       "391          https://api.github.com/users/jrob119   \n",
-       "392          https://api.github.com/users/jrob119   \n",
-       "393          https://api.github.com/users/jrob119   \n",
-       "394          https://api.github.com/users/jrob119   \n",
-       "395          https://api.github.com/users/jrob119   \n",
-       "396          https://api.github.com/users/jrob119   \n",
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-       "398          https://api.github.com/users/jrob119   \n",
-       "399          https://api.github.com/users/jrob119   \n",
-       "400          https://api.github.com/users/jrob119   \n",
-       "401          https://api.github.com/users/jrob119   \n",
-       "402          https://api.github.com/users/jrob119   \n",
-       "403          https://api.github.com/users/jrob119   \n",
-       "404          https://api.github.com/users/jrob119   \n",
-       "405  https://api.github.com/users/dominicbarkerAN   \n",
-       "406          https://api.github.com/users/jrob119   \n",
-       "407          https://api.github.com/users/jrob119   \n",
-       "408          https://api.github.com/users/jrob119   \n",
-       "409          https://api.github.com/users/jrob119   \n",
-       "410          https://api.github.com/users/jrob119   \n",
-       "411          https://api.github.com/users/jrob119   \n",
-       "412          https://api.github.com/users/jrob119   \n",
-       "413          https://api.github.com/users/jrob119   \n",
-       "414          https://api.github.com/users/jrob119   \n",
-       "415          https://api.github.com/users/jrob119   \n",
-       "416          https://api.github.com/users/jrob119   \n",
-       "417          https://api.github.com/users/jrob119   \n",
-       "418          https://api.github.com/users/jrob119   \n",
-       "419          https://api.github.com/users/jrob119   \n",
-       "420          https://api.github.com/users/jrob119   \n",
-       "421  https://api.github.com/users/dominicbarkerAN   \n",
-       "422  https://api.github.com/users/dominicbarkerAN   \n",
-       "423  https://api.github.com/users/dominicbarkerAN   \n",
-       "424  https://api.github.com/users/dominicbarkerAN   \n",
-       "425  https://api.github.com/users/dominicbarkerAN   \n",
-       "426  https://api.github.com/users/dominicbarkerAN   \n",
-       "427  https://api.github.com/users/dominicbarkerAN   \n",
-       "428  https://api.github.com/users/dominicbarkerAN   \n",
-       "429  https://api.github.com/users/dominicbarkerAN   \n",
-       "430  https://api.github.com/users/dominicbarkerAN   \n",
-       "431  https://api.github.com/users/dominicbarkerAN   \n",
-       "432  https://api.github.com/users/dominicbarkerAN   \n",
-       "433  https://api.github.com/users/dominicbarkerAN   \n",
-       "434  https://api.github.com/users/dominicbarkerAN   \n",
-       "435  https://api.github.com/users/dominicbarkerAN   \n",
-       "436          https://api.github.com/users/jrob119   \n",
-       "437          https://api.github.com/users/jrob119   \n",
-       "438  https://api.github.com/users/dominicbarkerAN   \n",
-       "439  https://api.github.com/users/dominicbarkerAN   \n",
-       "440  https://api.github.com/users/dominicbarkerAN   \n",
-       "441  https://api.github.com/users/dominicbarkerAN   \n",
-       "442          https://api.github.com/users/jrob119   \n",
-       "443          https://api.github.com/users/jrob119   \n",
-       "444          https://api.github.com/users/jrob119   \n",
-       "445          https://api.github.com/users/jrob119   \n",
-       "446          https://api.github.com/users/jrob119   \n",
-       "447          https://api.github.com/users/jrob119   \n",
-       "448          https://api.github.com/users/jrob119   \n",
-       "449  https://api.github.com/users/dominicbarkerAN   \n",
-       "450  https://api.github.com/users/dominicbarkerAN   \n",
-       "451  https://api.github.com/users/dominicbarkerAN   \n",
-       "452  https://api.github.com/users/dominicbarkerAN   \n",
-       "453  https://api.github.com/users/dominicbarkerAN   \n",
-       "454  https://api.github.com/users/dominicbarkerAN   \n",
-       "455  https://api.github.com/users/dominicbarkerAN   \n",
-       "456  https://api.github.com/users/dominicbarkerAN   \n",
-       "457  https://api.github.com/users/dominicbarkerAN   \n",
-       "458          https://api.github.com/users/jrob119   \n",
-       "459          https://api.github.com/users/jrob119   \n",
-       "460          https://api.github.com/users/jrob119   \n",
-       "461  https://api.github.com/users/dominicbarkerAN   \n",
-       "462  https://api.github.com/users/dominicbarkerAN   \n",
-       "463  https://api.github.com/users/dominicbarkerAN   \n",
-       "464  https://api.github.com/users/dominicbarkerAN   \n",
-       "465  https://api.github.com/users/dominicbarkerAN   \n",
-       "466  https://api.github.com/users/dominicbarkerAN   \n",
-       "467  https://api.github.com/users/dominicbarkerAN   \n",
-       "468  https://api.github.com/users/dominicbarkerAN   \n",
-       "469  https://api.github.com/users/dominicbarkerAN   \n",
-       "470          https://api.github.com/users/jrob119   \n",
-       "471          https://api.github.com/users/jrob119   \n",
-       "472          https://api.github.com/users/jrob119   \n",
-       "473  https://api.github.com/users/dominicbarkerAN   \n",
-       "474  https://api.github.com/users/dominicbarkerAN   \n",
-       "475  https://api.github.com/users/dominicbarkerAN   \n",
-       "476  https://api.github.com/users/dominicbarkerAN   \n",
-       "477  https://api.github.com/users/dominicbarkerAN   \n",
-       "478  https://api.github.com/users/dominicbarkerAN   \n",
-       "479  https://api.github.com/users/dominicbarkerAN   \n",
-       "480  https://api.github.com/users/dominicbarkerAN   \n",
-       "481  https://api.github.com/users/dominicbarkerAN   \n",
-       "482  https://api.github.com/users/dominicbarkerAN   \n",
-       "483  https://api.github.com/users/dominicbarkerAN   \n",
-       "484          https://api.github.com/users/jrob119   \n",
-       "485          https://api.github.com/users/jrob119   \n",
-       "486          https://api.github.com/users/jrob119   \n",
-       "487                                           NaN   \n",
-       "488                                           NaN   \n",
-       "489                                           NaN   \n",
-       "490                                           NaN   \n",
-       "491          https://api.github.com/users/jrob119   \n",
-       "492                                           NaN   \n",
-       "493                                           NaN   \n",
-       "494  https://api.github.com/users/dominicbarkerAN   \n",
-       "495                                           NaN   \n",
-       "496  https://api.github.com/users/dominicbarkerAN   \n",
-       "497          https://api.github.com/users/jrob119   \n",
-       "498          https://api.github.com/users/jrob119   \n",
-       "499                                           NaN   \n",
-       "500  https://api.github.com/users/dominicbarkerAN   \n",
-       "501                                           NaN   \n",
-       "502  https://api.github.com/users/dominicbarkerAN   \n",
-       "503                                           NaN   \n",
-       "504  https://api.github.com/users/dominicbarkerAN   \n",
-       "505                                           NaN   \n",
-       "506  https://api.github.com/users/dominicbarkerAN   \n",
-       "507                                           NaN   \n",
-       "508  https://api.github.com/users/dominicbarkerAN   \n",
-       "509  https://api.github.com/users/dominicbarkerAN   \n",
-       "510  https://api.github.com/users/dominicbarkerAN   \n",
-       "511          https://api.github.com/users/jrob119   \n",
-       "512          https://api.github.com/users/jrob119   \n",
-       "513                                           NaN   \n",
-       "514                                           NaN   \n",
-       "515                                           NaN   \n",
-       "516  https://api.github.com/users/dominicbarkerAN   \n",
-       "517          https://api.github.com/users/jrob119   \n",
-       "518          https://api.github.com/users/jrob119   \n",
-       "519          https://api.github.com/users/jrob119   \n",
-       "520          https://api.github.com/users/jrob119   \n",
-       "521                                           NaN   \n",
-       "522  https://api.github.com/users/dominicbarkerAN   \n",
-       "523                                           NaN   \n",
-       "524  https://api.github.com/users/dominicbarkerAN   \n",
-       "525                                           NaN   \n",
-       "526  https://api.github.com/users/dominicbarkerAN   \n",
-       "527                                           NaN   \n",
-       "528  https://api.github.com/users/dominicbarkerAN   \n",
-       "529                                           NaN   \n",
-       "530  https://api.github.com/users/dominicbarkerAN   \n",
-       "531                                           NaN   \n",
-       "532                                           NaN   \n",
-       "533          https://api.github.com/users/jrob119   \n",
-       "534          https://api.github.com/users/jrob119   \n",
-       "535                                           NaN   \n",
-       "536  https://api.github.com/users/dominicbarkerAN   \n",
-       "537          https://api.github.com/users/jrob119   \n",
-       "538          https://api.github.com/users/jrob119   \n",
-       "539          https://api.github.com/users/jrob119   \n",
-       "540          https://api.github.com/users/jrob119   \n",
-       "541                                           NaN   \n",
-       "542          https://api.github.com/users/jrob119   \n",
-       "543                                           NaN   \n",
-       "544  https://api.github.com/users/dominicbarkerAN   \n",
-       "545                                           NaN   \n",
-       "546  https://api.github.com/users/dominicbarkerAN   \n",
-       "547                                           NaN   \n",
-       "548  https://api.github.com/users/dominicbarkerAN   \n",
-       "549          https://api.github.com/users/jrob119   \n",
-       "550          https://api.github.com/users/jrob119   \n",
-       "551          https://api.github.com/users/jrob119   \n",
-       "552          https://api.github.com/users/jrob119   \n",
-       "553          https://api.github.com/users/jrob119   \n",
-       "554          https://api.github.com/users/jrob119   \n",
-       "555          https://api.github.com/users/jrob119   \n",
-       "556          https://api.github.com/users/jrob119   \n",
-       "557          https://api.github.com/users/jrob119   \n",
-       "558                                           NaN   \n",
-       "559  https://api.github.com/users/dominicbarkerAN   \n",
-       "560          https://api.github.com/users/jrob119   \n",
-       "561          https://api.github.com/users/jrob119   \n",
-       "562          https://api.github.com/users/jrob119   \n",
-       "563          https://api.github.com/users/jrob119   \n",
-       "564          https://api.github.com/users/jrob119   \n",
-       "565          https://api.github.com/users/jrob119   \n",
-       "566          https://api.github.com/users/jrob119   \n",
-       "567          https://api.github.com/users/jrob119   \n",
-       "568          https://api.github.com/users/jrob119   \n",
-       "569          https://api.github.com/users/jrob119   \n",
-       "570          https://api.github.com/users/jrob119   \n",
-       "571          https://api.github.com/users/jrob119   \n",
-       "572          https://api.github.com/users/jrob119   \n",
-       "573          https://api.github.com/users/jrob119   \n",
-       "574          https://api.github.com/users/jrob119   \n",
-       "575          https://api.github.com/users/jrob119   \n",
-       "576          https://api.github.com/users/jrob119   \n",
-       "577          https://api.github.com/users/jrob119   \n",
-       "578          https://api.github.com/users/jrob119   \n",
-       "579          https://api.github.com/users/jrob119   \n",
-       "580          https://api.github.com/users/jrob119   \n",
-       "581          https://api.github.com/users/jrob119   \n",
-       "582          https://api.github.com/users/jrob119   \n",
-       "583          https://api.github.com/users/jrob119   \n",
-       "584          https://api.github.com/users/jrob119   \n",
-       "585          https://api.github.com/users/jrob119   \n",
-       "586          https://api.github.com/users/jrob119   \n",
-       "587          https://api.github.com/users/jrob119   \n",
-       "588          https://api.github.com/users/jrob119   \n",
-       "589          https://api.github.com/users/jrob119   \n",
-       "590          https://api.github.com/users/jrob119   \n",
-       "591          https://api.github.com/users/jrob119   \n",
-       "592          https://api.github.com/users/jrob119   \n",
-       "593          https://api.github.com/users/jrob119   \n",
-       "594                                           NaN   \n",
-       "595  https://api.github.com/users/dominicbarkerAN   \n",
-       "596                                           NaN   \n",
-       "597  https://api.github.com/users/dominicbarkerAN   \n",
-       "598  https://api.github.com/users/dominicbarkerAN   \n",
-       "599                                           NaN   \n",
-       "600                                           NaN   \n",
-       "601  https://api.github.com/users/dominicbarkerAN   \n",
-       "602                                           NaN   \n",
-       "603                                           NaN   \n",
-       "604                                           NaN   \n",
-       "605                                           NaN   \n",
-       "606                                           NaN   \n",
-       "607                                           NaN   \n",
-       "608                                           NaN   \n",
-       "609                                           NaN   \n",
-       "610                                           NaN   \n",
-       "611  https://api.github.com/users/dominicbarkerAN   \n",
-       "612  https://api.github.com/users/dominicbarkerAN   \n",
-       "613          https://api.github.com/users/jrob119   \n",
-       "614          https://api.github.com/users/jrob119   \n",
-       "615       https://api.github.com/users/ipd-deploy   \n",
-       "616       https://api.github.com/users/ipd-deploy   \n",
-       "617       https://api.github.com/users/ipd-deploy   \n",
-       "618       https://api.github.com/users/ipd-deploy   \n",
-       "619       https://api.github.com/users/ipd-deploy   \n",
-       "620       https://api.github.com/users/ipd-deploy   \n",
-       "621  https://api.github.com/users/dominicbarkerAN   \n",
-       "622                                           NaN   \n",
-       "623  https://api.github.com/users/dominicbarkerAN   \n",
-       "624       https://api.github.com/users/ipd-deploy   \n",
-       "625  https://api.github.com/users/dominicbarkerAN   \n",
-       "626                                           NaN   \n",
-       "627  https://api.github.com/users/dominicbarkerAN   \n",
-       "628                                           NaN   \n",
-       "629  https://api.github.com/users/dominicbarkerAN   \n",
-       "630  https://api.github.com/users/dominicbarkerAN   \n",
-       "631  https://api.github.com/users/dominicbarkerAN   \n",
-       "632  https://api.github.com/users/dominicbarkerAN   \n",
-       "633          https://api.github.com/users/jrob119   \n",
-       "634          https://api.github.com/users/jrob119   \n",
-       "635          https://api.github.com/users/jrob119   \n",
-       "636          https://api.github.com/users/jrob119   \n",
-       "637          https://api.github.com/users/jrob119   \n",
-       "638          https://api.github.com/users/jrob119   \n",
-       "639          https://api.github.com/users/jrob119   \n",
-       "640          https://api.github.com/users/jrob119   \n",
-       "641                                           NaN   \n",
-       "642  https://api.github.com/users/dominicbarkerAN   \n",
-       "643          https://api.github.com/users/jrob119   \n",
-       "644          https://api.github.com/users/jrob119   \n",
-       "645                                           NaN   \n",
-       "646                                           NaN   \n",
-       "647  https://api.github.com/users/dominicbarkerAN   \n",
-       "648          https://api.github.com/users/jrob119   \n",
-       "649                                           NaN   \n",
-       "650                                           NaN   \n",
-       "651  https://api.github.com/users/dominicbarkerAN   \n",
-       "652                                           NaN   \n",
-       "653                                           NaN   \n",
-       "654                                           NaN   \n",
-       "655  https://api.github.com/users/dominicbarkerAN   \n",
-       "656  https://api.github.com/users/dominicbarkerAN   \n",
-       "657  https://api.github.com/users/dominicbarkerAN   \n",
-       "658  https://api.github.com/users/dominicbarkerAN   \n",
-       "659  https://api.github.com/users/dominicbarkerAN   \n",
-       "660  https://api.github.com/users/dominicbarkerAN   \n",
-       "661                                           NaN   \n",
-       "662  https://api.github.com/users/dominicbarkerAN   \n",
-       "663                                           NaN   \n",
-       "664                                           NaN   \n",
-       "665                                           NaN   \n",
-       "666                                           NaN   \n",
-       "667  https://api.github.com/users/dominicbarkerAN   \n",
-       "668  https://api.github.com/users/dominicbarkerAN   \n",
-       "669                                           NaN   \n",
-       "670  https://api.github.com/users/dominicbarkerAN   \n",
-       "671                                           NaN   \n",
-       "672                                           NaN   \n",
-       "673  https://api.github.com/users/dominicbarkerAN   \n",
-       "674  https://api.github.com/users/dominicbarkerAN   \n",
-       "675  https://api.github.com/users/dominicbarkerAN   \n",
-       "676  https://api.github.com/users/dominicbarkerAN   \n",
-       "677  https://api.github.com/users/xeniageorgiouAN   \n",
-       "678  https://api.github.com/users/xeniageorgiouAN   \n",
-       "679  https://api.github.com/users/dominicbarkerAN   \n",
-       "680  https://api.github.com/users/dominicbarkerAN   \n",
-       "681  https://api.github.com/users/dominicbarkerAN   \n",
-       "682  https://api.github.com/users/dominicbarkerAN   \n",
-       "683  https://api.github.com/users/dominicbarkerAN   \n",
-       "684  https://api.github.com/users/dominicbarkerAN   \n",
-       "685  https://api.github.com/users/dominicbarkerAN   \n",
-       "686  https://api.github.com/users/dominicbarkerAN   \n",
-       "687  https://api.github.com/users/dominicbarkerAN   \n",
-       "688  https://api.github.com/users/dominicbarkerAN   \n",
-       "689  https://api.github.com/users/dominicbarkerAN   \n",
-       "690  https://api.github.com/users/dominicbarkerAN   \n",
-       "691  https://api.github.com/users/dominicbarkerAN   \n",
-       "692  https://api.github.com/users/dominicbarkerAN   \n",
-       "693  https://api.github.com/users/dominicbarkerAN   \n",
-       "694  https://api.github.com/users/dominicbarkerAN   \n",
-       "695  https://api.github.com/users/dominicbarkerAN   \n",
-       "696  https://api.github.com/users/dominicbarkerAN   \n",
-       "697  https://api.github.com/users/dominicbarkerAN   \n",
-       "698  https://api.github.com/users/dominicbarkerAN   \n",
-       "699  https://api.github.com/users/dominicbarkerAN   \n",
-       "700  https://api.github.com/users/dominicbarkerAN   \n",
-       "701  https://api.github.com/users/dominicbarkerAN   \n",
-       "702  https://api.github.com/users/dominicbarkerAN   \n",
-       "703  https://api.github.com/users/dominicbarkerAN   \n",
-       "704  https://api.github.com/users/michaelcooperAN   \n",
-       "705  https://api.github.com/users/michaelcooperAN   \n",
-       "706  https://api.github.com/users/michaelcooperAN   \n",
-       "707  https://api.github.com/users/xeniageorgiouAN   \n",
-       "708  https://api.github.com/users/xeniageorgiouAN   \n",
-       "709  https://api.github.com/users/dominicbarkerAN   \n",
-       "710  https://api.github.com/users/dominicbarkerAN   \n",
-       "711  https://api.github.com/users/dominicbarkerAN   \n",
-       "712  https://api.github.com/users/dominicbarkerAN   \n",
-       "713  https://api.github.com/users/dominicbarkerAN   \n",
-       "714  https://api.github.com/users/dominicbarkerAN   \n",
-       "715  https://api.github.com/users/dominicbarkerAN   \n",
-       "716  https://api.github.com/users/dominicbarkerAN   \n",
-       "717  https://api.github.com/users/dominicbarkerAN   \n",
-       "718  https://api.github.com/users/xeniageorgiouAN   \n",
-       "719  https://api.github.com/users/xeniageorgiouAN   \n",
-       "720  https://api.github.com/users/dominicbarkerAN   \n",
-       "721  https://api.github.com/users/dominicbarkerAN   \n",
-       "722                                           NaN   \n",
-       "723  https://api.github.com/users/dominicbarkerAN   \n",
-       "724                                           NaN   \n",
-       "725  https://api.github.com/users/dominicbarkerAN   \n",
-       "726  https://api.github.com/users/michaelcooperAN   \n",
-       "727  https://api.github.com/users/michaelcooperAN   \n",
-       "728                                           NaN   \n",
-       "729  https://api.github.com/users/dominicbarkerAN   \n",
-       "730                                           NaN   \n",
-       "731  https://api.github.com/users/dominicbarkerAN   \n",
-       "732                                           NaN   \n",
-       "733  https://api.github.com/users/dominicbarkerAN   \n",
-       "734  https://api.github.com/users/michaelcooperAN   \n",
-       "735  https://api.github.com/users/michaelcooperAN   \n",
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-       "402          https://github.com/jrob119   \n",
-       "403          https://github.com/jrob119   \n",
-       "404          https://github.com/jrob119   \n",
-       "405  https://github.com/dominicbarkerAN   \n",
-       "406          https://github.com/jrob119   \n",
-       "407          https://github.com/jrob119   \n",
-       "408          https://github.com/jrob119   \n",
-       "409          https://github.com/jrob119   \n",
-       "410          https://github.com/jrob119   \n",
-       "411          https://github.com/jrob119   \n",
-       "412          https://github.com/jrob119   \n",
-       "413          https://github.com/jrob119   \n",
-       "414          https://github.com/jrob119   \n",
-       "415          https://github.com/jrob119   \n",
-       "416          https://github.com/jrob119   \n",
-       "417          https://github.com/jrob119   \n",
-       "418          https://github.com/jrob119   \n",
-       "419          https://github.com/jrob119   \n",
-       "420          https://github.com/jrob119   \n",
-       "421  https://github.com/dominicbarkerAN   \n",
-       "422  https://github.com/dominicbarkerAN   \n",
-       "423  https://github.com/dominicbarkerAN   \n",
-       "424  https://github.com/dominicbarkerAN   \n",
-       "425  https://github.com/dominicbarkerAN   \n",
-       "426  https://github.com/dominicbarkerAN   \n",
-       "427  https://github.com/dominicbarkerAN   \n",
-       "428  https://github.com/dominicbarkerAN   \n",
-       "429  https://github.com/dominicbarkerAN   \n",
-       "430  https://github.com/dominicbarkerAN   \n",
-       "431  https://github.com/dominicbarkerAN   \n",
-       "432  https://github.com/dominicbarkerAN   \n",
-       "433  https://github.com/dominicbarkerAN   \n",
-       "434  https://github.com/dominicbarkerAN   \n",
-       "435  https://github.com/dominicbarkerAN   \n",
-       "436          https://github.com/jrob119   \n",
-       "437          https://github.com/jrob119   \n",
-       "438  https://github.com/dominicbarkerAN   \n",
-       "439  https://github.com/dominicbarkerAN   \n",
-       "440  https://github.com/dominicbarkerAN   \n",
-       "441  https://github.com/dominicbarkerAN   \n",
-       "442          https://github.com/jrob119   \n",
-       "443          https://github.com/jrob119   \n",
-       "444          https://github.com/jrob119   \n",
-       "445          https://github.com/jrob119   \n",
-       "446          https://github.com/jrob119   \n",
-       "447          https://github.com/jrob119   \n",
-       "448          https://github.com/jrob119   \n",
-       "449  https://github.com/dominicbarkerAN   \n",
-       "450  https://github.com/dominicbarkerAN   \n",
-       "451  https://github.com/dominicbarkerAN   \n",
-       "452  https://github.com/dominicbarkerAN   \n",
-       "453  https://github.com/dominicbarkerAN   \n",
-       "454  https://github.com/dominicbarkerAN   \n",
-       "455  https://github.com/dominicbarkerAN   \n",
-       "456  https://github.com/dominicbarkerAN   \n",
-       "457  https://github.com/dominicbarkerAN   \n",
-       "458          https://github.com/jrob119   \n",
-       "459          https://github.com/jrob119   \n",
-       "460          https://github.com/jrob119   \n",
-       "461  https://github.com/dominicbarkerAN   \n",
-       "462  https://github.com/dominicbarkerAN   \n",
-       "463  https://github.com/dominicbarkerAN   \n",
-       "464  https://github.com/dominicbarkerAN   \n",
-       "465  https://github.com/dominicbarkerAN   \n",
-       "466  https://github.com/dominicbarkerAN   \n",
-       "467  https://github.com/dominicbarkerAN   \n",
-       "468  https://github.com/dominicbarkerAN   \n",
-       "469  https://github.com/dominicbarkerAN   \n",
-       "470          https://github.com/jrob119   \n",
-       "471          https://github.com/jrob119   \n",
-       "472          https://github.com/jrob119   \n",
-       "473  https://github.com/dominicbarkerAN   \n",
-       "474  https://github.com/dominicbarkerAN   \n",
-       "475  https://github.com/dominicbarkerAN   \n",
-       "476  https://github.com/dominicbarkerAN   \n",
-       "477  https://github.com/dominicbarkerAN   \n",
-       "478  https://github.com/dominicbarkerAN   \n",
-       "479  https://github.com/dominicbarkerAN   \n",
-       "480  https://github.com/dominicbarkerAN   \n",
-       "481  https://github.com/dominicbarkerAN   \n",
-       "482  https://github.com/dominicbarkerAN   \n",
-       "483  https://github.com/dominicbarkerAN   \n",
-       "484          https://github.com/jrob119   \n",
-       "485          https://github.com/jrob119   \n",
-       "486          https://github.com/jrob119   \n",
-       "487                                 NaN   \n",
-       "488                                 NaN   \n",
-       "489                                 NaN   \n",
-       "490                                 NaN   \n",
-       "491          https://github.com/jrob119   \n",
-       "492                                 NaN   \n",
-       "493                                 NaN   \n",
-       "494  https://github.com/dominicbarkerAN   \n",
-       "495                                 NaN   \n",
-       "496  https://github.com/dominicbarkerAN   \n",
-       "497          https://github.com/jrob119   \n",
-       "498          https://github.com/jrob119   \n",
-       "499                                 NaN   \n",
-       "500  https://github.com/dominicbarkerAN   \n",
-       "501                                 NaN   \n",
-       "502  https://github.com/dominicbarkerAN   \n",
-       "503                                 NaN   \n",
-       "504  https://github.com/dominicbarkerAN   \n",
-       "505                                 NaN   \n",
-       "506  https://github.com/dominicbarkerAN   \n",
-       "507                                 NaN   \n",
-       "508  https://github.com/dominicbarkerAN   \n",
-       "509  https://github.com/dominicbarkerAN   \n",
-       "510  https://github.com/dominicbarkerAN   \n",
-       "511          https://github.com/jrob119   \n",
-       "512          https://github.com/jrob119   \n",
-       "513                                 NaN   \n",
-       "514                                 NaN   \n",
-       "515                                 NaN   \n",
-       "516  https://github.com/dominicbarkerAN   \n",
-       "517          https://github.com/jrob119   \n",
-       "518          https://github.com/jrob119   \n",
-       "519          https://github.com/jrob119   \n",
-       "520          https://github.com/jrob119   \n",
-       "521                                 NaN   \n",
-       "522  https://github.com/dominicbarkerAN   \n",
-       "523                                 NaN   \n",
-       "524  https://github.com/dominicbarkerAN   \n",
-       "525                                 NaN   \n",
-       "526  https://github.com/dominicbarkerAN   \n",
-       "527                                 NaN   \n",
-       "528  https://github.com/dominicbarkerAN   \n",
-       "529                                 NaN   \n",
-       "530  https://github.com/dominicbarkerAN   \n",
-       "531                                 NaN   \n",
-       "532                                 NaN   \n",
-       "533          https://github.com/jrob119   \n",
-       "534          https://github.com/jrob119   \n",
-       "535                                 NaN   \n",
-       "536  https://github.com/dominicbarkerAN   \n",
-       "537          https://github.com/jrob119   \n",
-       "538          https://github.com/jrob119   \n",
-       "539          https://github.com/jrob119   \n",
-       "540          https://github.com/jrob119   \n",
-       "541                                 NaN   \n",
-       "542          https://github.com/jrob119   \n",
-       "543                                 NaN   \n",
-       "544  https://github.com/dominicbarkerAN   \n",
-       "545                                 NaN   \n",
-       "546  https://github.com/dominicbarkerAN   \n",
-       "547                                 NaN   \n",
-       "548  https://github.com/dominicbarkerAN   \n",
-       "549          https://github.com/jrob119   \n",
-       "550          https://github.com/jrob119   \n",
-       "551          https://github.com/jrob119   \n",
-       "552          https://github.com/jrob119   \n",
-       "553          https://github.com/jrob119   \n",
-       "554          https://github.com/jrob119   \n",
-       "555          https://github.com/jrob119   \n",
-       "556          https://github.com/jrob119   \n",
-       "557          https://github.com/jrob119   \n",
-       "558                                 NaN   \n",
-       "559  https://github.com/dominicbarkerAN   \n",
-       "560          https://github.com/jrob119   \n",
-       "561          https://github.com/jrob119   \n",
-       "562          https://github.com/jrob119   \n",
-       "563          https://github.com/jrob119   \n",
-       "564          https://github.com/jrob119   \n",
-       "565          https://github.com/jrob119   \n",
-       "566          https://github.com/jrob119   \n",
-       "567          https://github.com/jrob119   \n",
-       "568          https://github.com/jrob119   \n",
-       "569          https://github.com/jrob119   \n",
-       "570          https://github.com/jrob119   \n",
-       "571          https://github.com/jrob119   \n",
-       "572          https://github.com/jrob119   \n",
-       "573          https://github.com/jrob119   \n",
-       "574          https://github.com/jrob119   \n",
-       "575          https://github.com/jrob119   \n",
-       "576          https://github.com/jrob119   \n",
-       "577          https://github.com/jrob119   \n",
-       "578          https://github.com/jrob119   \n",
-       "579          https://github.com/jrob119   \n",
-       "580          https://github.com/jrob119   \n",
-       "581          https://github.com/jrob119   \n",
-       "582          https://github.com/jrob119   \n",
-       "583          https://github.com/jrob119   \n",
-       "584          https://github.com/jrob119   \n",
-       "585          https://github.com/jrob119   \n",
-       "586          https://github.com/jrob119   \n",
-       "587          https://github.com/jrob119   \n",
-       "588          https://github.com/jrob119   \n",
-       "589          https://github.com/jrob119   \n",
-       "590          https://github.com/jrob119   \n",
-       "591          https://github.com/jrob119   \n",
-       "592          https://github.com/jrob119   \n",
-       "593          https://github.com/jrob119   \n",
-       "594                                 NaN   \n",
-       "595  https://github.com/dominicbarkerAN   \n",
-       "596                                 NaN   \n",
-       "597  https://github.com/dominicbarkerAN   \n",
-       "598  https://github.com/dominicbarkerAN   \n",
-       "599                                 NaN   \n",
-       "600                                 NaN   \n",
-       "601  https://github.com/dominicbarkerAN   \n",
-       "602                                 NaN   \n",
-       "603                                 NaN   \n",
-       "604                                 NaN   \n",
-       "605                                 NaN   \n",
-       "606                                 NaN   \n",
-       "607                                 NaN   \n",
-       "608                                 NaN   \n",
-       "609                                 NaN   \n",
-       "610                                 NaN   \n",
-       "611  https://github.com/dominicbarkerAN   \n",
-       "612  https://github.com/dominicbarkerAN   \n",
-       "613          https://github.com/jrob119   \n",
-       "614          https://github.com/jrob119   \n",
-       "615       https://github.com/ipd-deploy   \n",
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-       "618       https://github.com/ipd-deploy   \n",
-       "619       https://github.com/ipd-deploy   \n",
-       "620       https://github.com/ipd-deploy   \n",
-       "621  https://github.com/dominicbarkerAN   \n",
-       "622                                 NaN   \n",
-       "623  https://github.com/dominicbarkerAN   \n",
-       "624       https://github.com/ipd-deploy   \n",
-       "625  https://github.com/dominicbarkerAN   \n",
-       "626                                 NaN   \n",
-       "627  https://github.com/dominicbarkerAN   \n",
-       "628                                 NaN   \n",
-       "629  https://github.com/dominicbarkerAN   \n",
-       "630  https://github.com/dominicbarkerAN   \n",
-       "631  https://github.com/dominicbarkerAN   \n",
-       "632  https://github.com/dominicbarkerAN   \n",
-       "633          https://github.com/jrob119   \n",
-       "634          https://github.com/jrob119   \n",
-       "635          https://github.com/jrob119   \n",
-       "636          https://github.com/jrob119   \n",
-       "637          https://github.com/jrob119   \n",
-       "638          https://github.com/jrob119   \n",
-       "639          https://github.com/jrob119   \n",
-       "640          https://github.com/jrob119   \n",
-       "641                                 NaN   \n",
-       "642  https://github.com/dominicbarkerAN   \n",
-       "643          https://github.com/jrob119   \n",
-       "644          https://github.com/jrob119   \n",
-       "645                                 NaN   \n",
-       "646                                 NaN   \n",
-       "647  https://github.com/dominicbarkerAN   \n",
-       "648          https://github.com/jrob119   \n",
-       "649                                 NaN   \n",
-       "650                                 NaN   \n",
-       "651  https://github.com/dominicbarkerAN   \n",
-       "652                                 NaN   \n",
-       "653                                 NaN   \n",
-       "654                                 NaN   \n",
-       "655  https://github.com/dominicbarkerAN   \n",
-       "656  https://github.com/dominicbarkerAN   \n",
-       "657  https://github.com/dominicbarkerAN   \n",
-       "658  https://github.com/dominicbarkerAN   \n",
-       "659  https://github.com/dominicbarkerAN   \n",
-       "660  https://github.com/dominicbarkerAN   \n",
-       "661                                 NaN   \n",
-       "662  https://github.com/dominicbarkerAN   \n",
-       "663                                 NaN   \n",
-       "664                                 NaN   \n",
-       "665                                 NaN   \n",
-       "666                                 NaN   \n",
-       "667  https://github.com/dominicbarkerAN   \n",
-       "668  https://github.com/dominicbarkerAN   \n",
-       "669                                 NaN   \n",
-       "670  https://github.com/dominicbarkerAN   \n",
-       "671                                 NaN   \n",
-       "672                                 NaN   \n",
-       "673  https://github.com/dominicbarkerAN   \n",
-       "674  https://github.com/dominicbarkerAN   \n",
-       "675  https://github.com/dominicbarkerAN   \n",
-       "676  https://github.com/dominicbarkerAN   \n",
-       "677  https://github.com/xeniageorgiouAN   \n",
-       "678  https://github.com/xeniageorgiouAN   \n",
-       "679  https://github.com/dominicbarkerAN   \n",
-       "680  https://github.com/dominicbarkerAN   \n",
-       "681  https://github.com/dominicbarkerAN   \n",
-       "682  https://github.com/dominicbarkerAN   \n",
-       "683  https://github.com/dominicbarkerAN   \n",
-       "684  https://github.com/dominicbarkerAN   \n",
-       "685  https://github.com/dominicbarkerAN   \n",
-       "686  https://github.com/dominicbarkerAN   \n",
-       "687  https://github.com/dominicbarkerAN   \n",
-       "688  https://github.com/dominicbarkerAN   \n",
-       "689  https://github.com/dominicbarkerAN   \n",
-       "690  https://github.com/dominicbarkerAN   \n",
-       "691  https://github.com/dominicbarkerAN   \n",
-       "692  https://github.com/dominicbarkerAN   \n",
-       "693  https://github.com/dominicbarkerAN   \n",
-       "694  https://github.com/dominicbarkerAN   \n",
-       "695  https://github.com/dominicbarkerAN   \n",
-       "696  https://github.com/dominicbarkerAN   \n",
-       "697  https://github.com/dominicbarkerAN   \n",
-       "698  https://github.com/dominicbarkerAN   \n",
-       "699  https://github.com/dominicbarkerAN   \n",
-       "700  https://github.com/dominicbarkerAN   \n",
-       "701  https://github.com/dominicbarkerAN   \n",
-       "702  https://github.com/dominicbarkerAN   \n",
-       "703  https://github.com/dominicbarkerAN   \n",
-       "704  https://github.com/michaelcooperAN   \n",
-       "705  https://github.com/michaelcooperAN   \n",
-       "706  https://github.com/michaelcooperAN   \n",
-       "707  https://github.com/xeniageorgiouAN   \n",
-       "708  https://github.com/xeniageorgiouAN   \n",
-       "709  https://github.com/dominicbarkerAN   \n",
-       "710  https://github.com/dominicbarkerAN   \n",
-       "711  https://github.com/dominicbarkerAN   \n",
-       "712  https://github.com/dominicbarkerAN   \n",
-       "713  https://github.com/dominicbarkerAN   \n",
-       "714  https://github.com/dominicbarkerAN   \n",
-       "715  https://github.com/dominicbarkerAN   \n",
-       "716  https://github.com/dominicbarkerAN   \n",
-       "717  https://github.com/dominicbarkerAN   \n",
-       "718  https://github.com/xeniageorgiouAN   \n",
-       "719  https://github.com/xeniageorgiouAN   \n",
-       "720  https://github.com/dominicbarkerAN   \n",
-       "721  https://github.com/dominicbarkerAN   \n",
-       "722                                 NaN   \n",
-       "723  https://github.com/dominicbarkerAN   \n",
-       "724                                 NaN   \n",
-       "725  https://github.com/dominicbarkerAN   \n",
-       "726  https://github.com/michaelcooperAN   \n",
-       "727  https://github.com/michaelcooperAN   \n",
-       "728                                 NaN   \n",
-       "729  https://github.com/dominicbarkerAN   \n",
-       "730                                 NaN   \n",
-       "731  https://github.com/dominicbarkerAN   \n",
-       "732                                 NaN   \n",
-       "733  https://github.com/dominicbarkerAN   \n",
-       "734  https://github.com/michaelcooperAN   \n",
-       "735  https://github.com/michaelcooperAN   \n",
-       "736  https://github.com/michaelcooperAN   \n",
-       "737                                 NaN   \n",
-       "738  https://github.com/dominicbarkerAN   \n",
-       "\n",
-       "                                       author.followers_url  \\\n",
-       "0            https://api.github.com/users/jrob119/followers   \n",
-       "1            https://api.github.com/users/jrob119/followers   \n",
-       "2            https://api.github.com/users/jrob119/followers   \n",
-       "3            https://api.github.com/users/jrob119/followers   \n",
-       "4            https://api.github.com/users/jrob119/followers   \n",
-       "5            https://api.github.com/users/jrob119/followers   \n",
-       "6            https://api.github.com/users/jrob119/followers   \n",
-       "7            https://api.github.com/users/jrob119/followers   \n",
-       "8            https://api.github.com/users/jrob119/followers   \n",
-       "9            https://api.github.com/users/jrob119/followers   \n",
-       "10           https://api.github.com/users/jrob119/followers   \n",
-       "11           https://api.github.com/users/jrob119/followers   \n",
-       "12           https://api.github.com/users/jrob119/followers   \n",
-       "13           https://api.github.com/users/jrob119/followers   \n",
-       "14           https://api.github.com/users/jrob119/followers   \n",
-       "15           https://api.github.com/users/jrob119/followers   \n",
-       "16           https://api.github.com/users/jrob119/followers   \n",
-       "17           https://api.github.com/users/jrob119/followers   \n",
-       "18           https://api.github.com/users/jrob119/followers   \n",
-       "19           https://api.github.com/users/jrob119/followers   \n",
-       "20           https://api.github.com/users/jrob119/followers   \n",
-       "21           https://api.github.com/users/jrob119/followers   \n",
-       "22           https://api.github.com/users/jrob119/followers   \n",
-       "23           https://api.github.com/users/jrob119/followers   \n",
-       "24           https://api.github.com/users/jrob119/followers   \n",
-       "25           https://api.github.com/users/jrob119/followers   \n",
-       "26           https://api.github.com/users/jrob119/followers   \n",
-       "27           https://api.github.com/users/jrob119/followers   \n",
-       "28           https://api.github.com/users/jrob119/followers   \n",
-       "29           https://api.github.com/users/jrob119/followers   \n",
-       "30           https://api.github.com/users/jrob119/followers   \n",
-       "31           https://api.github.com/users/jrob119/followers   \n",
-       "32           https://api.github.com/users/jrob119/followers   \n",
-       "33           https://api.github.com/users/jrob119/followers   \n",
-       "34           https://api.github.com/users/jrob119/followers   \n",
-       "35           https://api.github.com/users/jrob119/followers   \n",
-       "36           https://api.github.com/users/jrob119/followers   \n",
-       "37           https://api.github.com/users/jrob119/followers   \n",
-       "38           https://api.github.com/users/jrob119/followers   \n",
-       "39           https://api.github.com/users/jrob119/followers   \n",
-       "40           https://api.github.com/users/jrob119/followers   \n",
-       "41           https://api.github.com/users/jrob119/followers   \n",
-       "42           https://api.github.com/users/jrob119/followers   \n",
-       "43           https://api.github.com/users/jrob119/followers   \n",
-       "44           https://api.github.com/users/jrob119/followers   \n",
-       "45           https://api.github.com/users/jrob119/followers   \n",
-       "46           https://api.github.com/users/jrob119/followers   \n",
-       "47           https://api.github.com/users/jrob119/followers   \n",
-       "48           https://api.github.com/users/jrob119/followers   \n",
-       "49           https://api.github.com/users/jrob119/followers   \n",
-       "50           https://api.github.com/users/jrob119/followers   \n",
-       "51           https://api.github.com/users/jrob119/followers   \n",
-       "52           https://api.github.com/users/jrob119/followers   \n",
-       "53           https://api.github.com/users/jrob119/followers   \n",
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-       "369          https://api.github.com/users/jrob119/followers   \n",
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-       "374          https://api.github.com/users/jrob119/followers   \n",
-       "375          https://api.github.com/users/jrob119/followers   \n",
-       "376          https://api.github.com/users/jrob119/followers   \n",
-       "377          https://api.github.com/users/jrob119/followers   \n",
-       "378          https://api.github.com/users/jrob119/followers   \n",
-       "379          https://api.github.com/users/jrob119/followers   \n",
-       "380          https://api.github.com/users/jrob119/followers   \n",
-       "381          https://api.github.com/users/jrob119/followers   \n",
-       "382          https://api.github.com/users/jrob119/followers   \n",
-       "383          https://api.github.com/users/jrob119/followers   \n",
-       "384          https://api.github.com/users/jrob119/followers   \n",
-       "385                                                     NaN   \n",
-       "386          https://api.github.com/users/jrob119/followers   \n",
-       "387          https://api.github.com/users/jrob119/followers   \n",
-       "388                                                     NaN   \n",
-       "389          https://api.github.com/users/jrob119/followers   \n",
-       "390          https://api.github.com/users/jrob119/followers   \n",
-       "391          https://api.github.com/users/jrob119/followers   \n",
-       "392          https://api.github.com/users/jrob119/followers   \n",
-       "393          https://api.github.com/users/jrob119/followers   \n",
-       "394          https://api.github.com/users/jrob119/followers   \n",
-       "395          https://api.github.com/users/jrob119/followers   \n",
-       "396          https://api.github.com/users/jrob119/followers   \n",
-       "397          https://api.github.com/users/jrob119/followers   \n",
-       "398          https://api.github.com/users/jrob119/followers   \n",
-       "399          https://api.github.com/users/jrob119/followers   \n",
-       "400          https://api.github.com/users/jrob119/followers   \n",
-       "401          https://api.github.com/users/jrob119/followers   \n",
-       "402          https://api.github.com/users/jrob119/followers   \n",
-       "403          https://api.github.com/users/jrob119/followers   \n",
-       "404          https://api.github.com/users/jrob119/followers   \n",
-       "405  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "406          https://api.github.com/users/jrob119/followers   \n",
-       "407          https://api.github.com/users/jrob119/followers   \n",
-       "408          https://api.github.com/users/jrob119/followers   \n",
-       "409          https://api.github.com/users/jrob119/followers   \n",
-       "410          https://api.github.com/users/jrob119/followers   \n",
-       "411          https://api.github.com/users/jrob119/followers   \n",
-       "412          https://api.github.com/users/jrob119/followers   \n",
-       "413          https://api.github.com/users/jrob119/followers   \n",
-       "414          https://api.github.com/users/jrob119/followers   \n",
-       "415          https://api.github.com/users/jrob119/followers   \n",
-       "416          https://api.github.com/users/jrob119/followers   \n",
-       "417          https://api.github.com/users/jrob119/followers   \n",
-       "418          https://api.github.com/users/jrob119/followers   \n",
-       "419          https://api.github.com/users/jrob119/followers   \n",
-       "420          https://api.github.com/users/jrob119/followers   \n",
-       "421  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "422  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "423  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "424  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "425  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "426  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "427  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "428  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "429  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "430  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "431  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "432  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "433  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "434  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "435  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "436          https://api.github.com/users/jrob119/followers   \n",
-       "437          https://api.github.com/users/jrob119/followers   \n",
-       "438  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "439  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "440  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "441  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "442          https://api.github.com/users/jrob119/followers   \n",
-       "443          https://api.github.com/users/jrob119/followers   \n",
-       "444          https://api.github.com/users/jrob119/followers   \n",
-       "445          https://api.github.com/users/jrob119/followers   \n",
-       "446          https://api.github.com/users/jrob119/followers   \n",
-       "447          https://api.github.com/users/jrob119/followers   \n",
-       "448          https://api.github.com/users/jrob119/followers   \n",
-       "449  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "450  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "451  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "452  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "453  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "454  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "455  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "456  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "457  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "458          https://api.github.com/users/jrob119/followers   \n",
-       "459          https://api.github.com/users/jrob119/followers   \n",
-       "460          https://api.github.com/users/jrob119/followers   \n",
-       "461  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "462  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "463  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "464  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "465  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "466  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "467  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "468  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "469  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "470          https://api.github.com/users/jrob119/followers   \n",
-       "471          https://api.github.com/users/jrob119/followers   \n",
-       "472          https://api.github.com/users/jrob119/followers   \n",
-       "473  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "474  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "475  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "476  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "477  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "478  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "479  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "480  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "481  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "482  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "483  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "484          https://api.github.com/users/jrob119/followers   \n",
-       "485          https://api.github.com/users/jrob119/followers   \n",
-       "486          https://api.github.com/users/jrob119/followers   \n",
-       "487                                                     NaN   \n",
-       "488                                                     NaN   \n",
-       "489                                                     NaN   \n",
-       "490                                                     NaN   \n",
-       "491          https://api.github.com/users/jrob119/followers   \n",
-       "492                                                     NaN   \n",
-       "493                                                     NaN   \n",
-       "494  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "495                                                     NaN   \n",
-       "496  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "497          https://api.github.com/users/jrob119/followers   \n",
-       "498          https://api.github.com/users/jrob119/followers   \n",
-       "499                                                     NaN   \n",
-       "500  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "501                                                     NaN   \n",
-       "502  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "503                                                     NaN   \n",
-       "504  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "505                                                     NaN   \n",
-       "506  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "507                                                     NaN   \n",
-       "508  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "509  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "510  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "511          https://api.github.com/users/jrob119/followers   \n",
-       "512          https://api.github.com/users/jrob119/followers   \n",
-       "513                                                     NaN   \n",
-       "514                                                     NaN   \n",
-       "515                                                     NaN   \n",
-       "516  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "517          https://api.github.com/users/jrob119/followers   \n",
-       "518          https://api.github.com/users/jrob119/followers   \n",
-       "519          https://api.github.com/users/jrob119/followers   \n",
-       "520          https://api.github.com/users/jrob119/followers   \n",
-       "521                                                     NaN   \n",
-       "522  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "523                                                     NaN   \n",
-       "524  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "525                                                     NaN   \n",
-       "526  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "527                                                     NaN   \n",
-       "528  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "529                                                     NaN   \n",
-       "530  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "531                                                     NaN   \n",
-       "532                                                     NaN   \n",
-       "533          https://api.github.com/users/jrob119/followers   \n",
-       "534          https://api.github.com/users/jrob119/followers   \n",
-       "535                                                     NaN   \n",
-       "536  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "537          https://api.github.com/users/jrob119/followers   \n",
-       "538          https://api.github.com/users/jrob119/followers   \n",
-       "539          https://api.github.com/users/jrob119/followers   \n",
-       "540          https://api.github.com/users/jrob119/followers   \n",
-       "541                                                     NaN   \n",
-       "542          https://api.github.com/users/jrob119/followers   \n",
-       "543                                                     NaN   \n",
-       "544  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "545                                                     NaN   \n",
-       "546  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "547                                                     NaN   \n",
-       "548  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "549          https://api.github.com/users/jrob119/followers   \n",
-       "550          https://api.github.com/users/jrob119/followers   \n",
-       "551          https://api.github.com/users/jrob119/followers   \n",
-       "552          https://api.github.com/users/jrob119/followers   \n",
-       "553          https://api.github.com/users/jrob119/followers   \n",
-       "554          https://api.github.com/users/jrob119/followers   \n",
-       "555          https://api.github.com/users/jrob119/followers   \n",
-       "556          https://api.github.com/users/jrob119/followers   \n",
-       "557          https://api.github.com/users/jrob119/followers   \n",
-       "558                                                     NaN   \n",
-       "559  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "560          https://api.github.com/users/jrob119/followers   \n",
-       "561          https://api.github.com/users/jrob119/followers   \n",
-       "562          https://api.github.com/users/jrob119/followers   \n",
-       "563          https://api.github.com/users/jrob119/followers   \n",
-       "564          https://api.github.com/users/jrob119/followers   \n",
-       "565          https://api.github.com/users/jrob119/followers   \n",
-       "566          https://api.github.com/users/jrob119/followers   \n",
-       "567          https://api.github.com/users/jrob119/followers   \n",
-       "568          https://api.github.com/users/jrob119/followers   \n",
-       "569          https://api.github.com/users/jrob119/followers   \n",
-       "570          https://api.github.com/users/jrob119/followers   \n",
-       "571          https://api.github.com/users/jrob119/followers   \n",
-       "572          https://api.github.com/users/jrob119/followers   \n",
-       "573          https://api.github.com/users/jrob119/followers   \n",
-       "574          https://api.github.com/users/jrob119/followers   \n",
-       "575          https://api.github.com/users/jrob119/followers   \n",
-       "576          https://api.github.com/users/jrob119/followers   \n",
-       "577          https://api.github.com/users/jrob119/followers   \n",
-       "578          https://api.github.com/users/jrob119/followers   \n",
-       "579          https://api.github.com/users/jrob119/followers   \n",
-       "580          https://api.github.com/users/jrob119/followers   \n",
-       "581          https://api.github.com/users/jrob119/followers   \n",
-       "582          https://api.github.com/users/jrob119/followers   \n",
-       "583          https://api.github.com/users/jrob119/followers   \n",
-       "584          https://api.github.com/users/jrob119/followers   \n",
-       "585          https://api.github.com/users/jrob119/followers   \n",
-       "586          https://api.github.com/users/jrob119/followers   \n",
-       "587          https://api.github.com/users/jrob119/followers   \n",
-       "588          https://api.github.com/users/jrob119/followers   \n",
-       "589          https://api.github.com/users/jrob119/followers   \n",
-       "590          https://api.github.com/users/jrob119/followers   \n",
-       "591          https://api.github.com/users/jrob119/followers   \n",
-       "592          https://api.github.com/users/jrob119/followers   \n",
-       "593          https://api.github.com/users/jrob119/followers   \n",
-       "594                                                     NaN   \n",
-       "595  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "596                                                     NaN   \n",
-       "597  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "598  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "599                                                     NaN   \n",
-       "600                                                     NaN   \n",
-       "601  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "602                                                     NaN   \n",
-       "603                                                     NaN   \n",
-       "604                                                     NaN   \n",
-       "605                                                     NaN   \n",
-       "606                                                     NaN   \n",
-       "607                                                     NaN   \n",
-       "608                                                     NaN   \n",
-       "609                                                     NaN   \n",
-       "610                                                     NaN   \n",
-       "611  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "612  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "613          https://api.github.com/users/jrob119/followers   \n",
-       "614          https://api.github.com/users/jrob119/followers   \n",
-       "615       https://api.github.com/users/ipd-deploy/followers   \n",
-       "616       https://api.github.com/users/ipd-deploy/followers   \n",
-       "617       https://api.github.com/users/ipd-deploy/followers   \n",
-       "618       https://api.github.com/users/ipd-deploy/followers   \n",
-       "619       https://api.github.com/users/ipd-deploy/followers   \n",
-       "620       https://api.github.com/users/ipd-deploy/followers   \n",
-       "621  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "622                                                     NaN   \n",
-       "623  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "624       https://api.github.com/users/ipd-deploy/followers   \n",
-       "625  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "626                                                     NaN   \n",
-       "627  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "628                                                     NaN   \n",
-       "629  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "630  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "631  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "632  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "633          https://api.github.com/users/jrob119/followers   \n",
-       "634          https://api.github.com/users/jrob119/followers   \n",
-       "635          https://api.github.com/users/jrob119/followers   \n",
-       "636          https://api.github.com/users/jrob119/followers   \n",
-       "637          https://api.github.com/users/jrob119/followers   \n",
-       "638          https://api.github.com/users/jrob119/followers   \n",
-       "639          https://api.github.com/users/jrob119/followers   \n",
-       "640          https://api.github.com/users/jrob119/followers   \n",
-       "641                                                     NaN   \n",
-       "642  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "643          https://api.github.com/users/jrob119/followers   \n",
-       "644          https://api.github.com/users/jrob119/followers   \n",
-       "645                                                     NaN   \n",
-       "646                                                     NaN   \n",
-       "647  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "648          https://api.github.com/users/jrob119/followers   \n",
-       "649                                                     NaN   \n",
-       "650                                                     NaN   \n",
-       "651  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "652                                                     NaN   \n",
-       "653                                                     NaN   \n",
-       "654                                                     NaN   \n",
-       "655  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "656  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "657  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "658  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "659  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "660  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "661                                                     NaN   \n",
-       "662  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "663                                                     NaN   \n",
-       "664                                                     NaN   \n",
-       "665                                                     NaN   \n",
-       "666                                                     NaN   \n",
-       "667  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "668  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "669                                                     NaN   \n",
-       "670  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "671                                                     NaN   \n",
-       "672                                                     NaN   \n",
-       "673  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "674  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "675  https://api.github.com/users/dominicbarkerAN/followers   \n",
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-       "724                                                     NaN   \n",
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-       "730                                                     NaN   \n",
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-       "734  https://api.github.com/users/michaelcooperAN/followers   \n",
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-       "467  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "468  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
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-       "486          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "487                                                                  NaN   \n",
-       "488                                                                  NaN   \n",
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-       "490                                                                  NaN   \n",
-       "491          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "492                                                                  NaN   \n",
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-       "495                                                                  NaN   \n",
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-       "497          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "498          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "499                                                                  NaN   \n",
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-       "501                                                                  NaN   \n",
-       "502  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "503                                                                  NaN   \n",
-       "504  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "505                                                                  NaN   \n",
-       "506  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "507                                                                  NaN   \n",
-       "508  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "509  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
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-       "512          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "513                                                                  NaN   \n",
-       "514                                                                  NaN   \n",
-       "515                                                                  NaN   \n",
-       "516  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "517          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "518          https://api.github.com/users/jrob119/following{/other_user}   \n",
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-       "520          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "521                                                                  NaN   \n",
-       "522  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "523                                                                  NaN   \n",
-       "524  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "525                                                                  NaN   \n",
-       "526  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "527                                                                  NaN   \n",
-       "528  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "529                                                                  NaN   \n",
-       "530  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "531                                                                  NaN   \n",
-       "532                                                                  NaN   \n",
-       "533          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "534          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "535                                                                  NaN   \n",
-       "536  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "537          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "538          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "539          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "540          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "541                                                                  NaN   \n",
-       "542          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "543                                                                  NaN   \n",
-       "544  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "545                                                                  NaN   \n",
-       "546  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "547                                                                  NaN   \n",
-       "548  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "549          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "550          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "551          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "552          https://api.github.com/users/jrob119/following{/other_user}   \n",
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-       "554          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "555          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "556          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "557          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "558                                                                  NaN   \n",
-       "559  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "560          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "561          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "562          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "563          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "564          https://api.github.com/users/jrob119/following{/other_user}   \n",
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-       "567          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "568          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "569          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "570          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "571          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "572          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "573          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "574          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "575          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "576          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "577          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "578          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "579          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "580          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "581          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "582          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "583          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "584          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "585          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "586          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "587          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "588          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "589          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "590          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "591          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "592          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "593          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "594                                                                  NaN   \n",
-       "595  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "596                                                                  NaN   \n",
-       "597  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "598  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "599                                                                  NaN   \n",
-       "600                                                                  NaN   \n",
-       "601  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "602                                                                  NaN   \n",
-       "603                                                                  NaN   \n",
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-       "605                                                                  NaN   \n",
-       "606                                                                  NaN   \n",
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-       "608                                                                  NaN   \n",
-       "609                                                                  NaN   \n",
-       "610                                                                  NaN   \n",
-       "611  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
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-       "621  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "622                                                                  NaN   \n",
-       "623  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "624       https://api.github.com/users/ipd-deploy/following{/other_user}   \n",
-       "625  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "626                                                                  NaN   \n",
-       "627  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "628                                                                  NaN   \n",
-       "629  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "630  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
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-       "640          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "641                                                                  NaN   \n",
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-       "643          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "644          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "645                                                                  NaN   \n",
-       "646                                                                  NaN   \n",
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-       "648          https://api.github.com/users/jrob119/following{/other_user}   \n",
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-       "652                                                                  NaN   \n",
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-       "656  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
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-       "660  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "661                                                                  NaN   \n",
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-       "663                                                                  NaN   \n",
-       "664                                                                  NaN   \n",
-       "665                                                                  NaN   \n",
-       "666                                                                  NaN   \n",
-       "667  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "668  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "669                                                                  NaN   \n",
-       "670  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "671                                                                  NaN   \n",
-       "672                                                                  NaN   \n",
-       "673  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "674  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
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-       "683  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "684  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "685  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "686  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
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-       "694  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "695  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
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-       "697  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
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-       "699  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
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-       "702  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "703  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "704  https://api.github.com/users/michaelcooperAN/following{/other_user}   \n",
-       "705  https://api.github.com/users/michaelcooperAN/following{/other_user}   \n",
-       "706  https://api.github.com/users/michaelcooperAN/following{/other_user}   \n",
-       "707  https://api.github.com/users/xeniageorgiouAN/following{/other_user}   \n",
-       "708  https://api.github.com/users/xeniageorgiouAN/following{/other_user}   \n",
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-       "722                                                                  NaN   \n",
-       "723  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "724                                                                  NaN   \n",
-       "725  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "726  https://api.github.com/users/michaelcooperAN/following{/other_user}   \n",
-       "727  https://api.github.com/users/michaelcooperAN/following{/other_user}   \n",
-       "728                                                                  NaN   \n",
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-       "730                                                                  NaN   \n",
-       "731  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "732                                                                  NaN   \n",
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-       "736  https://api.github.com/users/michaelcooperAN/following{/other_user}   \n",
-       "737                                                                  NaN   \n",
-       "738  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "\n",
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-       "471          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "472          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "473  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "474  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "475  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "476  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "477  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "478  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "479  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "480  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "481  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
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-       "483  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "484          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "485          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "486          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "487                                                           NaN   \n",
-       "488                                                           NaN   \n",
-       "489                                                           NaN   \n",
-       "490                                                           NaN   \n",
-       "491          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "492                                                           NaN   \n",
-       "493                                                           NaN   \n",
-       "494  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "495                                                           NaN   \n",
-       "496  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "497          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "498          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "499                                                           NaN   \n",
-       "500  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "501                                                           NaN   \n",
-       "502  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "503                                                           NaN   \n",
-       "504  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "505                                                           NaN   \n",
-       "506  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "507                                                           NaN   \n",
-       "508  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "509  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "510  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "511          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "512          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "513                                                           NaN   \n",
-       "514                                                           NaN   \n",
-       "515                                                           NaN   \n",
-       "516  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "517          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "518          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "519          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "520          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "521                                                           NaN   \n",
-       "522  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "523                                                           NaN   \n",
-       "524  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "525                                                           NaN   \n",
-       "526  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "527                                                           NaN   \n",
-       "528  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "529                                                           NaN   \n",
-       "530  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "531                                                           NaN   \n",
-       "532                                                           NaN   \n",
-       "533          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "534          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "535                                                           NaN   \n",
-       "536  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "537          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "538          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "539          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "540          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "541                                                           NaN   \n",
-       "542          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "543                                                           NaN   \n",
-       "544  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "545                                                           NaN   \n",
-       "546  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "547                                                           NaN   \n",
-       "548  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "549          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "550          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "551          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "552          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "553          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "554          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "555          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "556          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "557          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "558                                                           NaN   \n",
-       "559  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "560          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "561          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "562          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "563          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "564          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "565          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "566          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "567          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "568          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "569          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "570          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "571          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "572          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "573          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "574          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "575          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "576          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "577          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "578          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "579          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "580          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "581          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "582          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "583          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "584          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "585          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "586          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "587          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "588          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "589          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "590          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "591          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "592          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "593          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "594                                                           NaN   \n",
-       "595  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "596                                                           NaN   \n",
-       "597  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "598  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "599                                                           NaN   \n",
-       "600                                                           NaN   \n",
-       "601  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "602                                                           NaN   \n",
-       "603                                                           NaN   \n",
-       "604                                                           NaN   \n",
-       "605                                                           NaN   \n",
-       "606                                                           NaN   \n",
-       "607                                                           NaN   \n",
-       "608                                                           NaN   \n",
-       "609                                                           NaN   \n",
-       "610                                                           NaN   \n",
-       "611  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "612  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "613          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "614          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "615       https://api.github.com/users/ipd-deploy/gists{/gist_id}   \n",
-       "616       https://api.github.com/users/ipd-deploy/gists{/gist_id}   \n",
-       "617       https://api.github.com/users/ipd-deploy/gists{/gist_id}   \n",
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-       "619       https://api.github.com/users/ipd-deploy/gists{/gist_id}   \n",
-       "620       https://api.github.com/users/ipd-deploy/gists{/gist_id}   \n",
-       "621  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "622                                                           NaN   \n",
-       "623  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "624       https://api.github.com/users/ipd-deploy/gists{/gist_id}   \n",
-       "625  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "626                                                           NaN   \n",
-       "627  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "628                                                           NaN   \n",
-       "629  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "630  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "631  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "632  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "633          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "634          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "635          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "636          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "637          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "638          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "639          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "640          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "641                                                           NaN   \n",
-       "642  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "643          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "644          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "645                                                           NaN   \n",
-       "646                                                           NaN   \n",
-       "647  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "648          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "649                                                           NaN   \n",
-       "650                                                           NaN   \n",
-       "651  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "652                                                           NaN   \n",
-       "653                                                           NaN   \n",
-       "654                                                           NaN   \n",
-       "655  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "656  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
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-       "660  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "661                                                           NaN   \n",
-       "662  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "663                                                           NaN   \n",
-       "664                                                           NaN   \n",
-       "665                                                           NaN   \n",
-       "666                                                           NaN   \n",
-       "667  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "668  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "669                                                           NaN   \n",
-       "670  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "671                                                           NaN   \n",
-       "672                                                           NaN   \n",
-       "673  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "674  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "675  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "676  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "677  https://api.github.com/users/xeniageorgiouAN/gists{/gist_id}   \n",
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-       "681  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "682  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "683  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "684  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "685  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "686  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "687  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "688  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
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-       "692  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
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-       "694  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "695  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "696  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "697  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "698  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "699  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
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-       "701  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "702  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "703  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "704  https://api.github.com/users/michaelcooperAN/gists{/gist_id}   \n",
-       "705  https://api.github.com/users/michaelcooperAN/gists{/gist_id}   \n",
-       "706  https://api.github.com/users/michaelcooperAN/gists{/gist_id}   \n",
-       "707  https://api.github.com/users/xeniageorgiouAN/gists{/gist_id}   \n",
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-       "713  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
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-       "717  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
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-       "721  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "722                                                           NaN   \n",
-       "723  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "724                                                           NaN   \n",
-       "725  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "726  https://api.github.com/users/michaelcooperAN/gists{/gist_id}   \n",
-       "727  https://api.github.com/users/michaelcooperAN/gists{/gist_id}   \n",
-       "728                                                           NaN   \n",
-       "729  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "730                                                           NaN   \n",
-       "731  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "732                                                           NaN   \n",
-       "733  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "734  https://api.github.com/users/michaelcooperAN/gists{/gist_id}   \n",
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-       "736  https://api.github.com/users/michaelcooperAN/gists{/gist_id}   \n",
-       "737                                                           NaN   \n",
-       "738  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
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-       "487                                                                  NaN   \n",
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-       "490                                                                  NaN   \n",
-       "491          https://api.github.com/users/jrob119/starred{/owner}{/repo}   \n",
-       "492                                                                  NaN   \n",
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-       "495                                                                  NaN   \n",
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-       "499                                                                  NaN   \n",
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-       "501                                                                  NaN   \n",
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-       "503                                                                  NaN   \n",
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-       "505                                                                  NaN   \n",
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-       "507                                                                  NaN   \n",
-       "508  https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}   \n",
-       "509  https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}   \n",
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-       "512          https://api.github.com/users/jrob119/starred{/owner}{/repo}   \n",
-       "513                                                                  NaN   \n",
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-       "515                                                                  NaN   \n",
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-       "517          https://api.github.com/users/jrob119/starred{/owner}{/repo}   \n",
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-       "521                                                                  NaN   \n",
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-       "523                                                                  NaN   \n",
-       "524  https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}   \n",
-       "525                                                                  NaN   \n",
-       "526  https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}   \n",
-       "527                                                                  NaN   \n",
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-       "529                                                                  NaN   \n",
-       "530  https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}   \n",
-       "531                                                                  NaN   \n",
-       "532                                                                  NaN   \n",
-       "533          https://api.github.com/users/jrob119/starred{/owner}{/repo}   \n",
-       "534          https://api.github.com/users/jrob119/starred{/owner}{/repo}   \n",
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-       "537          https://api.github.com/users/jrob119/starred{/owner}{/repo}   \n",
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-       "539          https://api.github.com/users/jrob119/starred{/owner}{/repo}   \n",
-       "540          https://api.github.com/users/jrob119/starred{/owner}{/repo}   \n",
-       "541                                                                  NaN   \n",
-       "542          https://api.github.com/users/jrob119/starred{/owner}{/repo}   \n",
-       "543                                                                  NaN   \n",
-       "544  https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}   \n",
-       "545                                                                  NaN   \n",
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-       "549          https://api.github.com/users/jrob119/starred{/owner}{/repo}   \n",
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-       "557          https://api.github.com/users/jrob119/starred{/owner}{/repo}   \n",
-       "558                                                                  NaN   \n",
-       "559  https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}   \n",
-       "560          https://api.github.com/users/jrob119/starred{/owner}{/repo}   \n",
-       "561          https://api.github.com/users/jrob119/starred{/owner}{/repo}   \n",
-       "562          https://api.github.com/users/jrob119/starred{/owner}{/repo}   \n",
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-       "568          https://api.github.com/users/jrob119/starred{/owner}{/repo}   \n",
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-       "570          https://api.github.com/users/jrob119/starred{/owner}{/repo}   \n",
-       "571          https://api.github.com/users/jrob119/starred{/owner}{/repo}   \n",
-       "572          https://api.github.com/users/jrob119/starred{/owner}{/repo}   \n",
-       "573          https://api.github.com/users/jrob119/starred{/owner}{/repo}   \n",
-       "574          https://api.github.com/users/jrob119/starred{/owner}{/repo}   \n",
-       "575          https://api.github.com/users/jrob119/starred{/owner}{/repo}   \n",
-       "576          https://api.github.com/users/jrob119/starred{/owner}{/repo}   \n",
-       "577          https://api.github.com/users/jrob119/starred{/owner}{/repo}   \n",
-       "578          https://api.github.com/users/jrob119/starred{/owner}{/repo}   \n",
-       "579          https://api.github.com/users/jrob119/starred{/owner}{/repo}   \n",
-       "580          https://api.github.com/users/jrob119/starred{/owner}{/repo}   \n",
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-       "585          https://api.github.com/users/jrob119/starred{/owner}{/repo}   \n",
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-       "599                                                                  NaN   \n",
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-       "601  https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}   \n",
-       "602                                                                  NaN   \n",
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-       "605                                                                  NaN   \n",
-       "606                                                                  NaN   \n",
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-       "628                                                                  NaN   \n",
-       "629  https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}   \n",
-       "630  https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}   \n",
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-       "641                                                                  NaN   \n",
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-       "648          https://api.github.com/users/jrob119/starred{/owner}{/repo}   \n",
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-       "667  https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}   \n",
-       "668  https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}   \n",
-       "669                                                                  NaN   \n",
-       "670  https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}   \n",
-       "671                                                                  NaN   \n",
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-       "673  https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}   \n",
-       "674  https://api.github.com/users/dominicbarkerAN/starred{/owner}{/repo}   \n",
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-       "309          https://api.github.com/users/jrob119/subscriptions   \n",
-       "310          https://api.github.com/users/jrob119/subscriptions   \n",
-       "311          https://api.github.com/users/jrob119/subscriptions   \n",
-       "312          https://api.github.com/users/jrob119/subscriptions   \n",
-       "313          https://api.github.com/users/jrob119/subscriptions   \n",
-       "314          https://api.github.com/users/jrob119/subscriptions   \n",
-       "315          https://api.github.com/users/jrob119/subscriptions   \n",
-       "316          https://api.github.com/users/jrob119/subscriptions   \n",
-       "317          https://api.github.com/users/jrob119/subscriptions   \n",
-       "318          https://api.github.com/users/jrob119/subscriptions   \n",
-       "319          https://api.github.com/users/jrob119/subscriptions   \n",
-       "320          https://api.github.com/users/jrob119/subscriptions   \n",
-       "321          https://api.github.com/users/jrob119/subscriptions   \n",
-       "322          https://api.github.com/users/jrob119/subscriptions   \n",
-       "323          https://api.github.com/users/jrob119/subscriptions   \n",
-       "324          https://api.github.com/users/jrob119/subscriptions   \n",
-       "325          https://api.github.com/users/jrob119/subscriptions   \n",
-       "326          https://api.github.com/users/jrob119/subscriptions   \n",
-       "327          https://api.github.com/users/jrob119/subscriptions   \n",
-       "328          https://api.github.com/users/jrob119/subscriptions   \n",
-       "329          https://api.github.com/users/jrob119/subscriptions   \n",
-       "330          https://api.github.com/users/jrob119/subscriptions   \n",
-       "331          https://api.github.com/users/jrob119/subscriptions   \n",
-       "332          https://api.github.com/users/jrob119/subscriptions   \n",
-       "333          https://api.github.com/users/jrob119/subscriptions   \n",
-       "334          https://api.github.com/users/jrob119/subscriptions   \n",
-       "335          https://api.github.com/users/jrob119/subscriptions   \n",
-       "336          https://api.github.com/users/jrob119/subscriptions   \n",
-       "337          https://api.github.com/users/jrob119/subscriptions   \n",
-       "338          https://api.github.com/users/jrob119/subscriptions   \n",
-       "339          https://api.github.com/users/jrob119/subscriptions   \n",
-       "340          https://api.github.com/users/jrob119/subscriptions   \n",
-       "341          https://api.github.com/users/jrob119/subscriptions   \n",
-       "342          https://api.github.com/users/jrob119/subscriptions   \n",
-       "343          https://api.github.com/users/jrob119/subscriptions   \n",
-       "344          https://api.github.com/users/jrob119/subscriptions   \n",
-       "345          https://api.github.com/users/jrob119/subscriptions   \n",
-       "346          https://api.github.com/users/jrob119/subscriptions   \n",
-       "347          https://api.github.com/users/jrob119/subscriptions   \n",
-       "348          https://api.github.com/users/jrob119/subscriptions   \n",
-       "349          https://api.github.com/users/jrob119/subscriptions   \n",
-       "350          https://api.github.com/users/jrob119/subscriptions   \n",
-       "351          https://api.github.com/users/jrob119/subscriptions   \n",
-       "352          https://api.github.com/users/jrob119/subscriptions   \n",
-       "353          https://api.github.com/users/jrob119/subscriptions   \n",
-       "354          https://api.github.com/users/jrob119/subscriptions   \n",
-       "355          https://api.github.com/users/jrob119/subscriptions   \n",
-       "356          https://api.github.com/users/jrob119/subscriptions   \n",
-       "357          https://api.github.com/users/jrob119/subscriptions   \n",
-       "358          https://api.github.com/users/jrob119/subscriptions   \n",
-       "359          https://api.github.com/users/jrob119/subscriptions   \n",
-       "360          https://api.github.com/users/jrob119/subscriptions   \n",
-       "361          https://api.github.com/users/jrob119/subscriptions   \n",
-       "362          https://api.github.com/users/jrob119/subscriptions   \n",
-       "363          https://api.github.com/users/jrob119/subscriptions   \n",
-       "364          https://api.github.com/users/jrob119/subscriptions   \n",
-       "365          https://api.github.com/users/jrob119/subscriptions   \n",
-       "366          https://api.github.com/users/jrob119/subscriptions   \n",
-       "367          https://api.github.com/users/jrob119/subscriptions   \n",
-       "368          https://api.github.com/users/jrob119/subscriptions   \n",
-       "369          https://api.github.com/users/jrob119/subscriptions   \n",
-       "370          https://api.github.com/users/jrob119/subscriptions   \n",
-       "371          https://api.github.com/users/jrob119/subscriptions   \n",
-       "372          https://api.github.com/users/jrob119/subscriptions   \n",
-       "373          https://api.github.com/users/jrob119/subscriptions   \n",
-       "374          https://api.github.com/users/jrob119/subscriptions   \n",
-       "375          https://api.github.com/users/jrob119/subscriptions   \n",
-       "376          https://api.github.com/users/jrob119/subscriptions   \n",
-       "377          https://api.github.com/users/jrob119/subscriptions   \n",
-       "378          https://api.github.com/users/jrob119/subscriptions   \n",
-       "379          https://api.github.com/users/jrob119/subscriptions   \n",
-       "380          https://api.github.com/users/jrob119/subscriptions   \n",
-       "381          https://api.github.com/users/jrob119/subscriptions   \n",
-       "382          https://api.github.com/users/jrob119/subscriptions   \n",
-       "383          https://api.github.com/users/jrob119/subscriptions   \n",
-       "384          https://api.github.com/users/jrob119/subscriptions   \n",
-       "385                                                         NaN   \n",
-       "386          https://api.github.com/users/jrob119/subscriptions   \n",
-       "387          https://api.github.com/users/jrob119/subscriptions   \n",
-       "388                                                         NaN   \n",
-       "389          https://api.github.com/users/jrob119/subscriptions   \n",
-       "390          https://api.github.com/users/jrob119/subscriptions   \n",
-       "391          https://api.github.com/users/jrob119/subscriptions   \n",
-       "392          https://api.github.com/users/jrob119/subscriptions   \n",
-       "393          https://api.github.com/users/jrob119/subscriptions   \n",
-       "394          https://api.github.com/users/jrob119/subscriptions   \n",
-       "395          https://api.github.com/users/jrob119/subscriptions   \n",
-       "396          https://api.github.com/users/jrob119/subscriptions   \n",
-       "397          https://api.github.com/users/jrob119/subscriptions   \n",
-       "398          https://api.github.com/users/jrob119/subscriptions   \n",
-       "399          https://api.github.com/users/jrob119/subscriptions   \n",
-       "400          https://api.github.com/users/jrob119/subscriptions   \n",
-       "401          https://api.github.com/users/jrob119/subscriptions   \n",
-       "402          https://api.github.com/users/jrob119/subscriptions   \n",
-       "403          https://api.github.com/users/jrob119/subscriptions   \n",
-       "404          https://api.github.com/users/jrob119/subscriptions   \n",
-       "405  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "406          https://api.github.com/users/jrob119/subscriptions   \n",
-       "407          https://api.github.com/users/jrob119/subscriptions   \n",
-       "408          https://api.github.com/users/jrob119/subscriptions   \n",
-       "409          https://api.github.com/users/jrob119/subscriptions   \n",
-       "410          https://api.github.com/users/jrob119/subscriptions   \n",
-       "411          https://api.github.com/users/jrob119/subscriptions   \n",
-       "412          https://api.github.com/users/jrob119/subscriptions   \n",
-       "413          https://api.github.com/users/jrob119/subscriptions   \n",
-       "414          https://api.github.com/users/jrob119/subscriptions   \n",
-       "415          https://api.github.com/users/jrob119/subscriptions   \n",
-       "416          https://api.github.com/users/jrob119/subscriptions   \n",
-       "417          https://api.github.com/users/jrob119/subscriptions   \n",
-       "418          https://api.github.com/users/jrob119/subscriptions   \n",
-       "419          https://api.github.com/users/jrob119/subscriptions   \n",
-       "420          https://api.github.com/users/jrob119/subscriptions   \n",
-       "421  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "422  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "423  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "424  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "425  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "426  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "427  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "428  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "429  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "430  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "431  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "432  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "433  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "434  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "435  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "436          https://api.github.com/users/jrob119/subscriptions   \n",
-       "437          https://api.github.com/users/jrob119/subscriptions   \n",
-       "438  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "439  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "440  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "441  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "442          https://api.github.com/users/jrob119/subscriptions   \n",
-       "443          https://api.github.com/users/jrob119/subscriptions   \n",
-       "444          https://api.github.com/users/jrob119/subscriptions   \n",
-       "445          https://api.github.com/users/jrob119/subscriptions   \n",
-       "446          https://api.github.com/users/jrob119/subscriptions   \n",
-       "447          https://api.github.com/users/jrob119/subscriptions   \n",
-       "448          https://api.github.com/users/jrob119/subscriptions   \n",
-       "449  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "450  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "451  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "452  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "453  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "454  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "455  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "456  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "457  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "458          https://api.github.com/users/jrob119/subscriptions   \n",
-       "459          https://api.github.com/users/jrob119/subscriptions   \n",
-       "460          https://api.github.com/users/jrob119/subscriptions   \n",
-       "461  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "462  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "463  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "464  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "465  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "466  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "467  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "468  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "469  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "470          https://api.github.com/users/jrob119/subscriptions   \n",
-       "471          https://api.github.com/users/jrob119/subscriptions   \n",
-       "472          https://api.github.com/users/jrob119/subscriptions   \n",
-       "473  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "474  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "475  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "476  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "477  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "478  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "479  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "480  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "481  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "482  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "483  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "484          https://api.github.com/users/jrob119/subscriptions   \n",
-       "485          https://api.github.com/users/jrob119/subscriptions   \n",
-       "486          https://api.github.com/users/jrob119/subscriptions   \n",
-       "487                                                         NaN   \n",
-       "488                                                         NaN   \n",
-       "489                                                         NaN   \n",
-       "490                                                         NaN   \n",
-       "491          https://api.github.com/users/jrob119/subscriptions   \n",
-       "492                                                         NaN   \n",
-       "493                                                         NaN   \n",
-       "494  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "495                                                         NaN   \n",
-       "496  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "497          https://api.github.com/users/jrob119/subscriptions   \n",
-       "498          https://api.github.com/users/jrob119/subscriptions   \n",
-       "499                                                         NaN   \n",
-       "500  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "501                                                         NaN   \n",
-       "502  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "503                                                         NaN   \n",
-       "504  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "505                                                         NaN   \n",
-       "506  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "507                                                         NaN   \n",
-       "508  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "509  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "510  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "511          https://api.github.com/users/jrob119/subscriptions   \n",
-       "512          https://api.github.com/users/jrob119/subscriptions   \n",
-       "513                                                         NaN   \n",
-       "514                                                         NaN   \n",
-       "515                                                         NaN   \n",
-       "516  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "517          https://api.github.com/users/jrob119/subscriptions   \n",
-       "518          https://api.github.com/users/jrob119/subscriptions   \n",
-       "519          https://api.github.com/users/jrob119/subscriptions   \n",
-       "520          https://api.github.com/users/jrob119/subscriptions   \n",
-       "521                                                         NaN   \n",
-       "522  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "523                                                         NaN   \n",
-       "524  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "525                                                         NaN   \n",
-       "526  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "527                                                         NaN   \n",
-       "528  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "529                                                         NaN   \n",
-       "530  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "531                                                         NaN   \n",
-       "532                                                         NaN   \n",
-       "533          https://api.github.com/users/jrob119/subscriptions   \n",
-       "534          https://api.github.com/users/jrob119/subscriptions   \n",
-       "535                                                         NaN   \n",
-       "536  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "537          https://api.github.com/users/jrob119/subscriptions   \n",
-       "538          https://api.github.com/users/jrob119/subscriptions   \n",
-       "539          https://api.github.com/users/jrob119/subscriptions   \n",
-       "540          https://api.github.com/users/jrob119/subscriptions   \n",
-       "541                                                         NaN   \n",
-       "542          https://api.github.com/users/jrob119/subscriptions   \n",
-       "543                                                         NaN   \n",
-       "544  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "545                                                         NaN   \n",
-       "546  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "547                                                         NaN   \n",
-       "548  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "549          https://api.github.com/users/jrob119/subscriptions   \n",
-       "550          https://api.github.com/users/jrob119/subscriptions   \n",
-       "551          https://api.github.com/users/jrob119/subscriptions   \n",
-       "552          https://api.github.com/users/jrob119/subscriptions   \n",
-       "553          https://api.github.com/users/jrob119/subscriptions   \n",
-       "554          https://api.github.com/users/jrob119/subscriptions   \n",
-       "555          https://api.github.com/users/jrob119/subscriptions   \n",
-       "556          https://api.github.com/users/jrob119/subscriptions   \n",
-       "557          https://api.github.com/users/jrob119/subscriptions   \n",
-       "558                                                         NaN   \n",
-       "559  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "560          https://api.github.com/users/jrob119/subscriptions   \n",
-       "561          https://api.github.com/users/jrob119/subscriptions   \n",
-       "562          https://api.github.com/users/jrob119/subscriptions   \n",
-       "563          https://api.github.com/users/jrob119/subscriptions   \n",
-       "564          https://api.github.com/users/jrob119/subscriptions   \n",
-       "565          https://api.github.com/users/jrob119/subscriptions   \n",
-       "566          https://api.github.com/users/jrob119/subscriptions   \n",
-       "567          https://api.github.com/users/jrob119/subscriptions   \n",
-       "568          https://api.github.com/users/jrob119/subscriptions   \n",
-       "569          https://api.github.com/users/jrob119/subscriptions   \n",
-       "570          https://api.github.com/users/jrob119/subscriptions   \n",
-       "571          https://api.github.com/users/jrob119/subscriptions   \n",
-       "572          https://api.github.com/users/jrob119/subscriptions   \n",
-       "573          https://api.github.com/users/jrob119/subscriptions   \n",
-       "574          https://api.github.com/users/jrob119/subscriptions   \n",
-       "575          https://api.github.com/users/jrob119/subscriptions   \n",
-       "576          https://api.github.com/users/jrob119/subscriptions   \n",
-       "577          https://api.github.com/users/jrob119/subscriptions   \n",
-       "578          https://api.github.com/users/jrob119/subscriptions   \n",
-       "579          https://api.github.com/users/jrob119/subscriptions   \n",
-       "580          https://api.github.com/users/jrob119/subscriptions   \n",
-       "581          https://api.github.com/users/jrob119/subscriptions   \n",
-       "582          https://api.github.com/users/jrob119/subscriptions   \n",
-       "583          https://api.github.com/users/jrob119/subscriptions   \n",
-       "584          https://api.github.com/users/jrob119/subscriptions   \n",
-       "585          https://api.github.com/users/jrob119/subscriptions   \n",
-       "586          https://api.github.com/users/jrob119/subscriptions   \n",
-       "587          https://api.github.com/users/jrob119/subscriptions   \n",
-       "588          https://api.github.com/users/jrob119/subscriptions   \n",
-       "589          https://api.github.com/users/jrob119/subscriptions   \n",
-       "590          https://api.github.com/users/jrob119/subscriptions   \n",
-       "591          https://api.github.com/users/jrob119/subscriptions   \n",
-       "592          https://api.github.com/users/jrob119/subscriptions   \n",
-       "593          https://api.github.com/users/jrob119/subscriptions   \n",
-       "594                                                         NaN   \n",
-       "595  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "596                                                         NaN   \n",
-       "597  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "598  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "599                                                         NaN   \n",
-       "600                                                         NaN   \n",
-       "601  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "602                                                         NaN   \n",
-       "603                                                         NaN   \n",
-       "604                                                         NaN   \n",
-       "605                                                         NaN   \n",
-       "606                                                         NaN   \n",
-       "607                                                         NaN   \n",
-       "608                                                         NaN   \n",
-       "609                                                         NaN   \n",
-       "610                                                         NaN   \n",
-       "611  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "612  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "613          https://api.github.com/users/jrob119/subscriptions   \n",
-       "614          https://api.github.com/users/jrob119/subscriptions   \n",
-       "615       https://api.github.com/users/ipd-deploy/subscriptions   \n",
-       "616       https://api.github.com/users/ipd-deploy/subscriptions   \n",
-       "617       https://api.github.com/users/ipd-deploy/subscriptions   \n",
-       "618       https://api.github.com/users/ipd-deploy/subscriptions   \n",
-       "619       https://api.github.com/users/ipd-deploy/subscriptions   \n",
-       "620       https://api.github.com/users/ipd-deploy/subscriptions   \n",
-       "621  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "622                                                         NaN   \n",
-       "623  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "624       https://api.github.com/users/ipd-deploy/subscriptions   \n",
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-       "627  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "628                                                         NaN   \n",
-       "629  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "630  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
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-       "641                                                         NaN   \n",
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-       "643          https://api.github.com/users/jrob119/subscriptions   \n",
-       "644          https://api.github.com/users/jrob119/subscriptions   \n",
-       "645                                                         NaN   \n",
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-       "647  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "648          https://api.github.com/users/jrob119/subscriptions   \n",
-       "649                                                         NaN   \n",
-       "650                                                         NaN   \n",
-       "651  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "652                                                         NaN   \n",
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-       "667  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "668  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
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-       "671                                                         NaN   \n",
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-       "674  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "675  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
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-       "702  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "703  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "704  https://api.github.com/users/michaelcooperAN/subscriptions   \n",
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-       "707  https://api.github.com/users/xeniageorgiouAN/subscriptions   \n",
-       "708  https://api.github.com/users/xeniageorgiouAN/subscriptions   \n",
-       "709  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
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-       "721  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "722                                                         NaN   \n",
-       "723  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "724                                                         NaN   \n",
-       "725  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "726  https://api.github.com/users/michaelcooperAN/subscriptions   \n",
-       "727  https://api.github.com/users/michaelcooperAN/subscriptions   \n",
-       "728                                                         NaN   \n",
-       "729  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "730                                                         NaN   \n",
-       "731  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "732                                                         NaN   \n",
-       "733  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "734  https://api.github.com/users/michaelcooperAN/subscriptions   \n",
-       "735  https://api.github.com/users/michaelcooperAN/subscriptions   \n",
-       "736  https://api.github.com/users/michaelcooperAN/subscriptions   \n",
-       "737                                                         NaN   \n",
-       "738  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "\n",
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-       "10           https://api.github.com/users/jrob119/orgs   \n",
-       "11           https://api.github.com/users/jrob119/orgs   \n",
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-       "28           https://api.github.com/users/jrob119/orgs   \n",
-       "29           https://api.github.com/users/jrob119/orgs   \n",
-       "30           https://api.github.com/users/jrob119/orgs   \n",
-       "31           https://api.github.com/users/jrob119/orgs   \n",
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-       "38           https://api.github.com/users/jrob119/orgs   \n",
-       "39           https://api.github.com/users/jrob119/orgs   \n",
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-       "42           https://api.github.com/users/jrob119/orgs   \n",
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-       "486          https://api.github.com/users/jrob119/orgs   \n",
-       "487                                                NaN   \n",
-       "488                                                NaN   \n",
-       "489                                                NaN   \n",
-       "490                                                NaN   \n",
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-       "497          https://api.github.com/users/jrob119/orgs   \n",
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-       "501                                                NaN   \n",
-       "502  https://api.github.com/users/dominicbarkerAN/orgs   \n",
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-       "505                                                NaN   \n",
-       "506  https://api.github.com/users/dominicbarkerAN/orgs   \n",
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-       "508  https://api.github.com/users/dominicbarkerAN/orgs   \n",
-       "509  https://api.github.com/users/dominicbarkerAN/orgs   \n",
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-       "511          https://api.github.com/users/jrob119/orgs   \n",
-       "512          https://api.github.com/users/jrob119/orgs   \n",
-       "513                                                NaN   \n",
-       "514                                                NaN   \n",
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-       "517          https://api.github.com/users/jrob119/orgs   \n",
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-       "519          https://api.github.com/users/jrob119/orgs   \n",
-       "520          https://api.github.com/users/jrob119/orgs   \n",
-       "521                                                NaN   \n",
-       "522  https://api.github.com/users/dominicbarkerAN/orgs   \n",
-       "523                                                NaN   \n",
-       "524  https://api.github.com/users/dominicbarkerAN/orgs   \n",
-       "525                                                NaN   \n",
-       "526  https://api.github.com/users/dominicbarkerAN/orgs   \n",
-       "527                                                NaN   \n",
-       "528  https://api.github.com/users/dominicbarkerAN/orgs   \n",
-       "529                                                NaN   \n",
-       "530  https://api.github.com/users/dominicbarkerAN/orgs   \n",
-       "531                                                NaN   \n",
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-       "533          https://api.github.com/users/jrob119/orgs   \n",
-       "534          https://api.github.com/users/jrob119/orgs   \n",
-       "535                                                NaN   \n",
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-       "537          https://api.github.com/users/jrob119/orgs   \n",
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-       "539          https://api.github.com/users/jrob119/orgs   \n",
-       "540          https://api.github.com/users/jrob119/orgs   \n",
-       "541                                                NaN   \n",
-       "542          https://api.github.com/users/jrob119/orgs   \n",
-       "543                                                NaN   \n",
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-       "550          https://api.github.com/users/jrob119/orgs   \n",
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-       "556          https://api.github.com/users/jrob119/orgs   \n",
-       "557          https://api.github.com/users/jrob119/orgs   \n",
-       "558                                                NaN   \n",
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-       "560          https://api.github.com/users/jrob119/orgs   \n",
-       "561          https://api.github.com/users/jrob119/orgs   \n",
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-       "592          https://api.github.com/users/jrob119/orgs   \n",
-       "593          https://api.github.com/users/jrob119/orgs   \n",
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-       "599                                                NaN   \n",
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-       "624       https://api.github.com/users/ipd-deploy/orgs   \n",
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-       "626                                                NaN   \n",
-       "627  https://api.github.com/users/dominicbarkerAN/orgs   \n",
-       "628                                                NaN   \n",
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-       "643          https://api.github.com/users/jrob119/orgs   \n",
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-       "645                                                NaN   \n",
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-       "647  https://api.github.com/users/dominicbarkerAN/orgs   \n",
-       "648          https://api.github.com/users/jrob119/orgs   \n",
-       "649                                                NaN   \n",
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-       "652                                                NaN   \n",
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-       "663                                                NaN   \n",
-       "664                                                NaN   \n",
-       "665                                                NaN   \n",
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-       "667  https://api.github.com/users/dominicbarkerAN/orgs   \n",
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-       "669                                                NaN   \n",
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-       "730                                                NaN   \n",
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-       "733  https://api.github.com/users/dominicbarkerAN/orgs   \n",
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-       "\n",
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-       "384          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "385                                                            NaN   \n",
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-       "387          https://api.github.com/users/jrob119/events{/privacy}   \n",
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-       "390          https://api.github.com/users/jrob119/events{/privacy}   \n",
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-       "486          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "487                                                            NaN   \n",
-       "488                                                            NaN   \n",
-       "489                                                            NaN   \n",
-       "490                                                            NaN   \n",
-       "491          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "492                                                            NaN   \n",
-       "493                                                            NaN   \n",
-       "494  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "495                                                            NaN   \n",
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-       "497          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "498          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "499                                                            NaN   \n",
-       "500  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "501                                                            NaN   \n",
-       "502  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "503                                                            NaN   \n",
-       "504  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "505                                                            NaN   \n",
-       "506  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "507                                                            NaN   \n",
-       "508  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "509  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
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-       "512          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "513                                                            NaN   \n",
-       "514                                                            NaN   \n",
-       "515                                                            NaN   \n",
-       "516  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "517          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "518          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "519          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "520          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "521                                                            NaN   \n",
-       "522  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "523                                                            NaN   \n",
-       "524  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "525                                                            NaN   \n",
-       "526  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "527                                                            NaN   \n",
-       "528  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "529                                                            NaN   \n",
-       "530  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "531                                                            NaN   \n",
-       "532                                                            NaN   \n",
-       "533          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "534          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "535                                                            NaN   \n",
-       "536  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "537          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "538          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "539          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "540          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "541                                                            NaN   \n",
-       "542          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "543                                                            NaN   \n",
-       "544  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "545                                                            NaN   \n",
-       "546  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "547                                                            NaN   \n",
-       "548  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "549          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "550          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "551          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "552          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "553          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "554          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "555          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "556          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "557          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "558                                                            NaN   \n",
-       "559  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "560          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "561          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "562          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "563          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "564          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "565          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "566          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "567          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "568          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "569          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "570          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "571          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "572          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "573          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "574          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "575          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "576          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "577          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "578          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "579          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "580          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "581          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "582          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "583          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "584          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "585          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "586          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "587          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "588          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "589          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "590          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "591          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "592          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "593          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "594                                                            NaN   \n",
-       "595  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "596                                                            NaN   \n",
-       "597  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "598  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "599                                                            NaN   \n",
-       "600                                                            NaN   \n",
-       "601  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "602                                                            NaN   \n",
-       "603                                                            NaN   \n",
-       "604                                                            NaN   \n",
-       "605                                                            NaN   \n",
-       "606                                                            NaN   \n",
-       "607                                                            NaN   \n",
-       "608                                                            NaN   \n",
-       "609                                                            NaN   \n",
-       "610                                                            NaN   \n",
-       "611  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "612  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "613          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "614          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "615       https://api.github.com/users/ipd-deploy/events{/privacy}   \n",
-       "616       https://api.github.com/users/ipd-deploy/events{/privacy}   \n",
-       "617       https://api.github.com/users/ipd-deploy/events{/privacy}   \n",
-       "618       https://api.github.com/users/ipd-deploy/events{/privacy}   \n",
-       "619       https://api.github.com/users/ipd-deploy/events{/privacy}   \n",
-       "620       https://api.github.com/users/ipd-deploy/events{/privacy}   \n",
-       "621  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "622                                                            NaN   \n",
-       "623  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "624       https://api.github.com/users/ipd-deploy/events{/privacy}   \n",
-       "625  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "626                                                            NaN   \n",
-       "627  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "628                                                            NaN   \n",
-       "629  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "630  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "631  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "632  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "633          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "634          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "635          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "636          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "637          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "638          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "639          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "640          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "641                                                            NaN   \n",
-       "642  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "643          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "644          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "645                                                            NaN   \n",
-       "646                                                            NaN   \n",
-       "647  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "648          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "649                                                            NaN   \n",
-       "650                                                            NaN   \n",
-       "651  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "652                                                            NaN   \n",
-       "653                                                            NaN   \n",
-       "654                                                            NaN   \n",
-       "655  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "656  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "657  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "658  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "659  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "660  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "661                                                            NaN   \n",
-       "662  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "663                                                            NaN   \n",
-       "664                                                            NaN   \n",
-       "665                                                            NaN   \n",
-       "666                                                            NaN   \n",
-       "667  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "668  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "669                                                            NaN   \n",
-       "670  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "671                                                            NaN   \n",
-       "672                                                            NaN   \n",
-       "673  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "674  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "675  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "676  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "677  https://api.github.com/users/xeniageorgiouAN/events{/privacy}   \n",
-       "678  https://api.github.com/users/xeniageorgiouAN/events{/privacy}   \n",
-       "679  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "680  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "681  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "682  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "683  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "684  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "685  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "686  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "687  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "688  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "689  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "690  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "691  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "692  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "693  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "694  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "695  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "696  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "697  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "698  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "699  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "700  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "701  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "702  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "703  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "704  https://api.github.com/users/michaelcooperAN/events{/privacy}   \n",
-       "705  https://api.github.com/users/michaelcooperAN/events{/privacy}   \n",
-       "706  https://api.github.com/users/michaelcooperAN/events{/privacy}   \n",
-       "707  https://api.github.com/users/xeniageorgiouAN/events{/privacy}   \n",
-       "708  https://api.github.com/users/xeniageorgiouAN/events{/privacy}   \n",
-       "709  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "710  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "711  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "712  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "713  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "714  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "715  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "716  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "717  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
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-       "719  https://api.github.com/users/xeniageorgiouAN/events{/privacy}   \n",
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-       "721  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "722                                                            NaN   \n",
-       "723  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "724                                                            NaN   \n",
-       "725  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "726  https://api.github.com/users/michaelcooperAN/events{/privacy}   \n",
-       "727  https://api.github.com/users/michaelcooperAN/events{/privacy}   \n",
-       "728                                                            NaN   \n",
-       "729  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "730                                                            NaN   \n",
-       "731  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "732                                                            NaN   \n",
-       "733  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "734  https://api.github.com/users/michaelcooperAN/events{/privacy}   \n",
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-       "736  https://api.github.com/users/michaelcooperAN/events{/privacy}   \n",
-       "737                                                            NaN   \n",
-       "738  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "\n",
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-       "55           https://api.github.com/users/jrob119/received_events        User   \n",
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-       "58           https://api.github.com/users/jrob119/received_events        User   \n",
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-       "490                                                           NaN         NaN   \n",
-       "491          https://api.github.com/users/jrob119/received_events        User   \n",
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-       "493                                                           NaN         NaN   \n",
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-       "497          https://api.github.com/users/jrob119/received_events        User   \n",
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-       "501                                                           NaN         NaN   \n",
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-       "503                                                           NaN         NaN   \n",
-       "504  https://api.github.com/users/dominicbarkerAN/received_events        User   \n",
-       "505                                                           NaN         NaN   \n",
-       "506  https://api.github.com/users/dominicbarkerAN/received_events        User   \n",
-       "507                                                           NaN         NaN   \n",
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-       "513                                                           NaN         NaN   \n",
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-       "517          https://api.github.com/users/jrob119/received_events        User   \n",
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-       "521                                                           NaN         NaN   \n",
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-       "523                                                           NaN         NaN   \n",
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-       "525                                                           NaN         NaN   \n",
-       "526  https://api.github.com/users/dominicbarkerAN/received_events        User   \n",
-       "527                                                           NaN         NaN   \n",
-       "528  https://api.github.com/users/dominicbarkerAN/received_events        User   \n",
-       "529                                                           NaN         NaN   \n",
-       "530  https://api.github.com/users/dominicbarkerAN/received_events        User   \n",
-       "531                                                           NaN         NaN   \n",
-       "532                                                           NaN         NaN   \n",
-       "533          https://api.github.com/users/jrob119/received_events        User   \n",
-       "534          https://api.github.com/users/jrob119/received_events        User   \n",
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-       "537          https://api.github.com/users/jrob119/received_events        User   \n",
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-       "541                                                           NaN         NaN   \n",
-       "542          https://api.github.com/users/jrob119/received_events        User   \n",
-       "543                                                           NaN         NaN   \n",
-       "544  https://api.github.com/users/dominicbarkerAN/received_events        User   \n",
-       "545                                                           NaN         NaN   \n",
-       "546  https://api.github.com/users/dominicbarkerAN/received_events        User   \n",
-       "547                                                           NaN         NaN   \n",
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-       "549          https://api.github.com/users/jrob119/received_events        User   \n",
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-       "557          https://api.github.com/users/jrob119/received_events        User   \n",
-       "558                                                           NaN         NaN   \n",
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-       "560          https://api.github.com/users/jrob119/received_events        User   \n",
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-       "594                                                           NaN         NaN   \n",
-       "595  https://api.github.com/users/dominicbarkerAN/received_events        User   \n",
-       "596                                                           NaN         NaN   \n",
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-       "598  https://api.github.com/users/dominicbarkerAN/received_events        User   \n",
-       "599                                                           NaN         NaN   \n",
-       "600                                                           NaN         NaN   \n",
-       "601  https://api.github.com/users/dominicbarkerAN/received_events        User   \n",
-       "602                                                           NaN         NaN   \n",
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-       "606                                                           NaN         NaN   \n",
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-       "609                                                           NaN         NaN   \n",
-       "610                                                           NaN         NaN   \n",
-       "611  https://api.github.com/users/dominicbarkerAN/received_events        User   \n",
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-       "624       https://api.github.com/users/ipd-deploy/received_events        User   \n",
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-       "722                                                           NaN         NaN   \n",
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-       "\n",
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-       "100             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "101             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
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-       "112             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "113             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "114             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "115             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "116             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "117             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "118             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "119             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "120             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "121             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "122             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "123             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "124             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "125             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "126             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "127             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "128             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "129             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "130             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "131             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "132             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "133             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "134             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "135             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "136             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "137             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "138             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "139             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "140             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "141             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "142             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "143             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "144             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "145             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "146             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "147             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "148             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "149             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "150             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "151             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "152             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "153             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "154             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "155             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "156             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "157             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "158             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "159             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "160             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "161             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "162             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "163             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "164             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "165             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "166             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "167             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "168             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "169             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "170             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "171             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "172             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "173             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "174             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "175             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "176             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "177             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "178             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "179             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "180             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "181             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "182             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "183             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "184             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "185             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "186             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "187             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "188             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "189             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "190             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "191             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "192             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "193             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "194             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "195             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "196             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "197             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "198             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "199             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "200             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "201             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "202             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "203             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "204             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "205             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "206             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "207             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "208             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "209             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "210             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "211             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "212             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "213             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "214             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "215             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "216             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "217             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "218             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "219             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "220             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "221             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "222             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "223             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "224             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "225             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "226             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "227             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "228             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "229             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "230             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "231             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "232             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "233             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "234             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "235             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "236             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "237             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "238             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "239             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "240             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "241             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "242             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "243             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "244             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "245             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "246             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "247             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "248             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "249             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "250             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "251             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "252             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "253             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "254             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "255             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "256             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "257             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "258             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "259             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "260             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "261             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "262             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "263             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "264             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "265             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "266             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "267             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "268             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "269             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "270             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "271             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "272             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "273             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "274             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "275             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "276             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "277             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "278             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "279             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "280             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "281             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "282             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "283             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "284             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "285             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "286             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "287             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "288             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "289             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "290             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "291             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "292             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "293             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "294             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "295             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "296             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "297             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "298             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "299             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "300             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "301             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "302             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "303             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "304             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "305             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "306             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "307             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "308             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "309             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "310             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "311             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "312             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "313             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "314             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "315             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "316             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "317             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "318             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "319             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "320             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "321             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "322             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "323             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "324             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "325             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "326             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "327             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "328             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "329             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "330             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "331             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "332             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "333             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "334             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "335             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "336             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "337             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "338             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "339             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "340             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "341             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "342             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "343             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "344             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "345             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "346             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "347             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "348             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "349             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "350             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "351             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "352             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "353             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "354             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "355             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "356             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "357             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "358             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "359             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "360             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "361             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "362             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "363             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "364             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "365             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "366             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "367             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "368             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "369             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "370             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "371             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "372             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "373             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "374             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "375             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "376             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "377             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "378             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "379             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "380             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "381             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "382             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "383             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "384             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "385               NaN              NaN           NaN                   NaN   \n",
-       "386             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "387             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "388               NaN              NaN           NaN                   NaN   \n",
-       "389             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "390             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "391             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "392             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "393             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "394             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "395             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "396             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "397             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "398             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "399             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "400             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "401             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "402             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "403             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "404             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "405             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "406             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "407             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "408             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "409             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "410             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "411             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "412             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "413             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "414             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "415             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "416             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "417             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "418             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "419             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "420             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "421             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "422             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "423             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "424             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "425             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "426             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "427             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "428             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "429             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "430             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "431             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "432             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "433             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "434             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "435             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "436             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "437             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "438             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "439             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "440             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "441             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "442             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "443             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "444             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "445             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "446             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "447             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "448             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "449             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "450             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "451             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "452             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "453             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "454             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "455             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "456             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "457             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "458             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "459             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "460             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "461             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "462             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "463             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "464             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "465             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "466             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "467             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "468             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "469             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "470             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "471             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "472             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "473             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "474             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "475             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "476             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "477             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "478             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "479             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "480             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "481             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "482             False  dominicbarkerAN    37367778.0  MDQ6VXNlcjM3MzY3Nzc4   \n",
-       "483             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "484             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "485             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "486             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "487               NaN              NaN           NaN                   NaN   \n",
-       "488               NaN              NaN           NaN                   NaN   \n",
-       "489               NaN              NaN           NaN                   NaN   \n",
-       "490               NaN              NaN           NaN                   NaN   \n",
-       "491             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "492               NaN              NaN           NaN                   NaN   \n",
-       "493               NaN              NaN           NaN                   NaN   \n",
-       "494             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "495               NaN              NaN           NaN                   NaN   \n",
-       "496             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "497             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "498             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "499               NaN              NaN           NaN                   NaN   \n",
-       "500             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "501               NaN              NaN           NaN                   NaN   \n",
-       "502             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "503               NaN              NaN           NaN                   NaN   \n",
-       "504             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "505               NaN              NaN           NaN                   NaN   \n",
-       "506             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "507               NaN              NaN           NaN                   NaN   \n",
-       "508             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "509             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "510             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "511             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "512             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "513               NaN              NaN           NaN                   NaN   \n",
-       "514               NaN              NaN           NaN                   NaN   \n",
-       "515               NaN              NaN           NaN                   NaN   \n",
-       "516             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "517             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "518             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "519             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "520             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "521               NaN              NaN           NaN                   NaN   \n",
-       "522             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "523               NaN              NaN           NaN                   NaN   \n",
-       "524             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "525               NaN              NaN           NaN                   NaN   \n",
-       "526             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "527               NaN              NaN           NaN                   NaN   \n",
-       "528             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "529               NaN              NaN           NaN                   NaN   \n",
-       "530             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "531               NaN              NaN           NaN                   NaN   \n",
-       "532               NaN              NaN           NaN                   NaN   \n",
-       "533             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
-       "534             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "535               NaN              NaN           NaN                   NaN   \n",
-       "536             False         web-flow    19864447.0  MDQ6VXNlcjE5ODY0NDQ3   \n",
-       "537             False          jrob119    19726400.0  MDQ6VXNlcjE5NzI2NDAw   \n",
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-       "94           https://github.com/jrob119   \n",
-       "95           https://github.com/jrob119   \n",
-       "96           https://github.com/jrob119   \n",
-       "97           https://github.com/jrob119   \n",
-       "98           https://github.com/jrob119   \n",
-       "99           https://github.com/jrob119   \n",
-       "100          https://github.com/jrob119   \n",
-       "101          https://github.com/jrob119   \n",
-       "102          https://github.com/jrob119   \n",
-       "103          https://github.com/jrob119   \n",
-       "104          https://github.com/jrob119   \n",
-       "105          https://github.com/jrob119   \n",
-       "106          https://github.com/jrob119   \n",
-       "107          https://github.com/jrob119   \n",
-       "108          https://github.com/jrob119   \n",
-       "109          https://github.com/jrob119   \n",
-       "110          https://github.com/jrob119   \n",
-       "111          https://github.com/jrob119   \n",
-       "112          https://github.com/jrob119   \n",
-       "113          https://github.com/jrob119   \n",
-       "114          https://github.com/jrob119   \n",
-       "115          https://github.com/jrob119   \n",
-       "116          https://github.com/jrob119   \n",
-       "117          https://github.com/jrob119   \n",
-       "118          https://github.com/jrob119   \n",
-       "119          https://github.com/jrob119   \n",
-       "120          https://github.com/jrob119   \n",
-       "121          https://github.com/jrob119   \n",
-       "122          https://github.com/jrob119   \n",
-       "123          https://github.com/jrob119   \n",
-       "124          https://github.com/jrob119   \n",
-       "125          https://github.com/jrob119   \n",
-       "126          https://github.com/jrob119   \n",
-       "127          https://github.com/jrob119   \n",
-       "128          https://github.com/jrob119   \n",
-       "129          https://github.com/jrob119   \n",
-       "130          https://github.com/jrob119   \n",
-       "131          https://github.com/jrob119   \n",
-       "132          https://github.com/jrob119   \n",
-       "133          https://github.com/jrob119   \n",
-       "134          https://github.com/jrob119   \n",
-       "135          https://github.com/jrob119   \n",
-       "136          https://github.com/jrob119   \n",
-       "137          https://github.com/jrob119   \n",
-       "138          https://github.com/jrob119   \n",
-       "139          https://github.com/jrob119   \n",
-       "140          https://github.com/jrob119   \n",
-       "141          https://github.com/jrob119   \n",
-       "142          https://github.com/jrob119   \n",
-       "143          https://github.com/jrob119   \n",
-       "144          https://github.com/jrob119   \n",
-       "145          https://github.com/jrob119   \n",
-       "146          https://github.com/jrob119   \n",
-       "147          https://github.com/jrob119   \n",
-       "148          https://github.com/jrob119   \n",
-       "149          https://github.com/jrob119   \n",
-       "150          https://github.com/jrob119   \n",
-       "151          https://github.com/jrob119   \n",
-       "152          https://github.com/jrob119   \n",
-       "153          https://github.com/jrob119   \n",
-       "154          https://github.com/jrob119   \n",
-       "155          https://github.com/jrob119   \n",
-       "156          https://github.com/jrob119   \n",
-       "157          https://github.com/jrob119   \n",
-       "158          https://github.com/jrob119   \n",
-       "159          https://github.com/jrob119   \n",
-       "160          https://github.com/jrob119   \n",
-       "161          https://github.com/jrob119   \n",
-       "162          https://github.com/jrob119   \n",
-       "163          https://github.com/jrob119   \n",
-       "164          https://github.com/jrob119   \n",
-       "165          https://github.com/jrob119   \n",
-       "166          https://github.com/jrob119   \n",
-       "167          https://github.com/jrob119   \n",
-       "168          https://github.com/jrob119   \n",
-       "169          https://github.com/jrob119   \n",
-       "170          https://github.com/jrob119   \n",
-       "171          https://github.com/jrob119   \n",
-       "172          https://github.com/jrob119   \n",
-       "173          https://github.com/jrob119   \n",
-       "174          https://github.com/jrob119   \n",
-       "175          https://github.com/jrob119   \n",
-       "176          https://github.com/jrob119   \n",
-       "177          https://github.com/jrob119   \n",
-       "178          https://github.com/jrob119   \n",
-       "179          https://github.com/jrob119   \n",
-       "180          https://github.com/jrob119   \n",
-       "181          https://github.com/jrob119   \n",
-       "182          https://github.com/jrob119   \n",
-       "183          https://github.com/jrob119   \n",
-       "184          https://github.com/jrob119   \n",
-       "185         https://github.com/web-flow   \n",
-       "186          https://github.com/jrob119   \n",
-       "187         https://github.com/web-flow   \n",
-       "188          https://github.com/jrob119   \n",
-       "189         https://github.com/web-flow   \n",
-       "190          https://github.com/jrob119   \n",
-       "191         https://github.com/web-flow   \n",
-       "192          https://github.com/jrob119   \n",
-       "193         https://github.com/web-flow   \n",
-       "194          https://github.com/jrob119   \n",
-       "195          https://github.com/jrob119   \n",
-       "196         https://github.com/web-flow   \n",
-       "197          https://github.com/jrob119   \n",
-       "198         https://github.com/web-flow   \n",
-       "199          https://github.com/jrob119   \n",
-       "200         https://github.com/web-flow   \n",
-       "201         https://github.com/web-flow   \n",
-       "202         https://github.com/web-flow   \n",
-       "203          https://github.com/jrob119   \n",
-       "204          https://github.com/jrob119   \n",
-       "205         https://github.com/web-flow   \n",
-       "206          https://github.com/jrob119   \n",
-       "207         https://github.com/web-flow   \n",
-       "208          https://github.com/jrob119   \n",
-       "209         https://github.com/web-flow   \n",
-       "210          https://github.com/jrob119   \n",
-       "211         https://github.com/web-flow   \n",
-       "212          https://github.com/jrob119   \n",
-       "213         https://github.com/web-flow   \n",
-       "214          https://github.com/jrob119   \n",
-       "215         https://github.com/web-flow   \n",
-       "216          https://github.com/jrob119   \n",
-       "217         https://github.com/web-flow   \n",
-       "218          https://github.com/jrob119   \n",
-       "219         https://github.com/web-flow   \n",
-       "220          https://github.com/jrob119   \n",
-       "221         https://github.com/web-flow   \n",
-       "222          https://github.com/jrob119   \n",
-       "223          https://github.com/jrob119   \n",
-       "224         https://github.com/web-flow   \n",
-       "225          https://github.com/jrob119   \n",
-       "226          https://github.com/jrob119   \n",
-       "227         https://github.com/web-flow   \n",
-       "228          https://github.com/jrob119   \n",
-       "229         https://github.com/web-flow   \n",
-       "230          https://github.com/jrob119   \n",
-       "231         https://github.com/web-flow   \n",
-       "232          https://github.com/jrob119   \n",
-       "233         https://github.com/web-flow   \n",
-       "234         https://github.com/web-flow   \n",
-       "235         https://github.com/web-flow   \n",
-       "236          https://github.com/jrob119   \n",
-       "237         https://github.com/web-flow   \n",
-       "238          https://github.com/jrob119   \n",
-       "239          https://github.com/jrob119   \n",
-       "240          https://github.com/jrob119   \n",
-       "241          https://github.com/jrob119   \n",
-       "242          https://github.com/jrob119   \n",
-       "243         https://github.com/web-flow   \n",
-       "244          https://github.com/jrob119   \n",
-       "245         https://github.com/web-flow   \n",
-       "246         https://github.com/web-flow   \n",
-       "247         https://github.com/web-flow   \n",
-       "248         https://github.com/web-flow   \n",
-       "249          https://github.com/jrob119   \n",
-       "250         https://github.com/web-flow   \n",
-       "251         https://github.com/web-flow   \n",
-       "252         https://github.com/web-flow   \n",
-       "253          https://github.com/jrob119   \n",
-       "254         https://github.com/web-flow   \n",
-       "255          https://github.com/jrob119   \n",
-       "256         https://github.com/web-flow   \n",
-       "257          https://github.com/jrob119   \n",
-       "258          https://github.com/jrob119   \n",
-       "259          https://github.com/jrob119   \n",
-       "260          https://github.com/jrob119   \n",
-       "261          https://github.com/jrob119   \n",
-       "262          https://github.com/jrob119   \n",
-       "263          https://github.com/jrob119   \n",
-       "264          https://github.com/jrob119   \n",
-       "265          https://github.com/jrob119   \n",
-       "266          https://github.com/jrob119   \n",
-       "267          https://github.com/jrob119   \n",
-       "268          https://github.com/jrob119   \n",
-       "269          https://github.com/jrob119   \n",
-       "270          https://github.com/jrob119   \n",
-       "271          https://github.com/jrob119   \n",
-       "272          https://github.com/jrob119   \n",
-       "273          https://github.com/jrob119   \n",
-       "274          https://github.com/jrob119   \n",
-       "275          https://github.com/jrob119   \n",
-       "276          https://github.com/jrob119   \n",
-       "277          https://github.com/jrob119   \n",
-       "278          https://github.com/jrob119   \n",
-       "279          https://github.com/jrob119   \n",
-       "280          https://github.com/jrob119   \n",
-       "281          https://github.com/jrob119   \n",
-       "282          https://github.com/jrob119   \n",
-       "283          https://github.com/jrob119   \n",
-       "284          https://github.com/jrob119   \n",
-       "285          https://github.com/jrob119   \n",
-       "286          https://github.com/jrob119   \n",
-       "287          https://github.com/jrob119   \n",
-       "288          https://github.com/jrob119   \n",
-       "289         https://github.com/web-flow   \n",
-       "290          https://github.com/jrob119   \n",
-       "291         https://github.com/web-flow   \n",
-       "292          https://github.com/jrob119   \n",
-       "293         https://github.com/web-flow   \n",
-       "294          https://github.com/jrob119   \n",
-       "295         https://github.com/web-flow   \n",
-       "296          https://github.com/jrob119   \n",
-       "297          https://github.com/jrob119   \n",
-       "298         https://github.com/web-flow   \n",
-       "299          https://github.com/jrob119   \n",
-       "300         https://github.com/web-flow   \n",
-       "301          https://github.com/jrob119   \n",
-       "302         https://github.com/web-flow   \n",
-       "303          https://github.com/jrob119   \n",
-       "304         https://github.com/web-flow   \n",
-       "305          https://github.com/jrob119   \n",
-       "306          https://github.com/jrob119   \n",
-       "307          https://github.com/jrob119   \n",
-       "308         https://github.com/web-flow   \n",
-       "309         https://github.com/web-flow   \n",
-       "310         https://github.com/web-flow   \n",
-       "311         https://github.com/web-flow   \n",
-       "312         https://github.com/web-flow   \n",
-       "313         https://github.com/web-flow   \n",
-       "314         https://github.com/web-flow   \n",
-       "315         https://github.com/web-flow   \n",
-       "316         https://github.com/web-flow   \n",
-       "317         https://github.com/web-flow   \n",
-       "318          https://github.com/jrob119   \n",
-       "319         https://github.com/web-flow   \n",
-       "320          https://github.com/jrob119   \n",
-       "321          https://github.com/jrob119   \n",
-       "322          https://github.com/jrob119   \n",
-       "323         https://github.com/web-flow   \n",
-       "324          https://github.com/jrob119   \n",
-       "325         https://github.com/web-flow   \n",
-       "326          https://github.com/jrob119   \n",
-       "327         https://github.com/web-flow   \n",
-       "328          https://github.com/jrob119   \n",
-       "329         https://github.com/web-flow   \n",
-       "330          https://github.com/jrob119   \n",
-       "331         https://github.com/web-flow   \n",
-       "332          https://github.com/jrob119   \n",
-       "333         https://github.com/web-flow   \n",
-       "334          https://github.com/jrob119   \n",
-       "335          https://github.com/jrob119   \n",
-       "336         https://github.com/web-flow   \n",
-       "337          https://github.com/jrob119   \n",
-       "338         https://github.com/web-flow   \n",
-       "339         https://github.com/web-flow   \n",
-       "340         https://github.com/web-flow   \n",
-       "341         https://github.com/web-flow   \n",
-       "342         https://github.com/web-flow   \n",
-       "343         https://github.com/web-flow   \n",
-       "344         https://github.com/web-flow   \n",
-       "345          https://github.com/jrob119   \n",
-       "346          https://github.com/jrob119   \n",
-       "347         https://github.com/web-flow   \n",
-       "348          https://github.com/jrob119   \n",
-       "349          https://github.com/jrob119   \n",
-       "350          https://github.com/jrob119   \n",
-       "351         https://github.com/web-flow   \n",
-       "352          https://github.com/jrob119   \n",
-       "353          https://github.com/jrob119   \n",
-       "354          https://github.com/jrob119   \n",
-       "355          https://github.com/jrob119   \n",
-       "356          https://github.com/jrob119   \n",
-       "357          https://github.com/jrob119   \n",
-       "358          https://github.com/jrob119   \n",
-       "359          https://github.com/jrob119   \n",
-       "360          https://github.com/jrob119   \n",
-       "361         https://github.com/web-flow   \n",
-       "362          https://github.com/jrob119   \n",
-       "363         https://github.com/web-flow   \n",
-       "364          https://github.com/jrob119   \n",
-       "365         https://github.com/web-flow   \n",
-       "366          https://github.com/jrob119   \n",
-       "367         https://github.com/web-flow   \n",
-       "368          https://github.com/jrob119   \n",
-       "369          https://github.com/jrob119   \n",
-       "370         https://github.com/web-flow   \n",
-       "371         https://github.com/web-flow   \n",
-       "372         https://github.com/web-flow   \n",
-       "373         https://github.com/web-flow   \n",
-       "374          https://github.com/jrob119   \n",
-       "375         https://github.com/web-flow   \n",
-       "376          https://github.com/jrob119   \n",
-       "377         https://github.com/web-flow   \n",
-       "378          https://github.com/jrob119   \n",
-       "379         https://github.com/web-flow   \n",
-       "380          https://github.com/jrob119   \n",
-       "381         https://github.com/web-flow   \n",
-       "382          https://github.com/jrob119   \n",
-       "383         https://github.com/web-flow   \n",
-       "384         https://github.com/web-flow   \n",
-       "385                                 NaN   \n",
-       "386         https://github.com/web-flow   \n",
-       "387          https://github.com/jrob119   \n",
-       "388                                 NaN   \n",
-       "389          https://github.com/jrob119   \n",
-       "390         https://github.com/web-flow   \n",
-       "391          https://github.com/jrob119   \n",
-       "392          https://github.com/jrob119   \n",
-       "393         https://github.com/web-flow   \n",
-       "394         https://github.com/web-flow   \n",
-       "395         https://github.com/web-flow   \n",
-       "396         https://github.com/web-flow   \n",
-       "397         https://github.com/web-flow   \n",
-       "398         https://github.com/web-flow   \n",
-       "399         https://github.com/web-flow   \n",
-       "400         https://github.com/web-flow   \n",
-       "401         https://github.com/web-flow   \n",
-       "402          https://github.com/jrob119   \n",
-       "403          https://github.com/jrob119   \n",
-       "404         https://github.com/web-flow   \n",
-       "405         https://github.com/web-flow   \n",
-       "406          https://github.com/jrob119   \n",
-       "407         https://github.com/web-flow   \n",
-       "408          https://github.com/jrob119   \n",
-       "409          https://github.com/jrob119   \n",
-       "410         https://github.com/web-flow   \n",
-       "411          https://github.com/jrob119   \n",
-       "412          https://github.com/jrob119   \n",
-       "413          https://github.com/jrob119   \n",
-       "414          https://github.com/jrob119   \n",
-       "415          https://github.com/jrob119   \n",
-       "416         https://github.com/web-flow   \n",
-       "417         https://github.com/web-flow   \n",
-       "418          https://github.com/jrob119   \n",
-       "419         https://github.com/web-flow   \n",
-       "420         https://github.com/web-flow   \n",
-       "421  https://github.com/dominicbarkerAN   \n",
-       "422         https://github.com/web-flow   \n",
-       "423  https://github.com/dominicbarkerAN   \n",
-       "424         https://github.com/web-flow   \n",
-       "425  https://github.com/dominicbarkerAN   \n",
-       "426         https://github.com/web-flow   \n",
-       "427  https://github.com/dominicbarkerAN   \n",
-       "428         https://github.com/web-flow   \n",
-       "429  https://github.com/dominicbarkerAN   \n",
-       "430         https://github.com/web-flow   \n",
-       "431  https://github.com/dominicbarkerAN   \n",
-       "432         https://github.com/web-flow   \n",
-       "433         https://github.com/web-flow   \n",
-       "434  https://github.com/dominicbarkerAN   \n",
-       "435         https://github.com/web-flow   \n",
-       "436          https://github.com/jrob119   \n",
-       "437         https://github.com/web-flow   \n",
-       "438  https://github.com/dominicbarkerAN   \n",
-       "439  https://github.com/dominicbarkerAN   \n",
-       "440  https://github.com/dominicbarkerAN   \n",
-       "441  https://github.com/dominicbarkerAN   \n",
-       "442          https://github.com/jrob119   \n",
-       "443          https://github.com/jrob119   \n",
-       "444          https://github.com/jrob119   \n",
-       "445          https://github.com/jrob119   \n",
-       "446          https://github.com/jrob119   \n",
-       "447          https://github.com/jrob119   \n",
-       "448         https://github.com/web-flow   \n",
-       "449  https://github.com/dominicbarkerAN   \n",
-       "450         https://github.com/web-flow   \n",
-       "451  https://github.com/dominicbarkerAN   \n",
-       "452         https://github.com/web-flow   \n",
-       "453  https://github.com/dominicbarkerAN   \n",
-       "454  https://github.com/dominicbarkerAN   \n",
-       "455         https://github.com/web-flow   \n",
-       "456  https://github.com/dominicbarkerAN   \n",
-       "457         https://github.com/web-flow   \n",
-       "458          https://github.com/jrob119   \n",
-       "459         https://github.com/web-flow   \n",
-       "460          https://github.com/jrob119   \n",
-       "461  https://github.com/dominicbarkerAN   \n",
-       "462  https://github.com/dominicbarkerAN   \n",
-       "463         https://github.com/web-flow   \n",
-       "464  https://github.com/dominicbarkerAN   \n",
-       "465         https://github.com/web-flow   \n",
-       "466  https://github.com/dominicbarkerAN   \n",
-       "467         https://github.com/web-flow   \n",
-       "468  https://github.com/dominicbarkerAN   \n",
-       "469         https://github.com/web-flow   \n",
-       "470         https://github.com/web-flow   \n",
-       "471         https://github.com/web-flow   \n",
-       "472         https://github.com/web-flow   \n",
-       "473  https://github.com/dominicbarkerAN   \n",
-       "474  https://github.com/dominicbarkerAN   \n",
-       "475         https://github.com/web-flow   \n",
-       "476  https://github.com/dominicbarkerAN   \n",
-       "477  https://github.com/dominicbarkerAN   \n",
-       "478         https://github.com/web-flow   \n",
-       "479  https://github.com/dominicbarkerAN   \n",
-       "480         https://github.com/web-flow   \n",
-       "481  https://github.com/dominicbarkerAN   \n",
-       "482  https://github.com/dominicbarkerAN   \n",
-       "483         https://github.com/web-flow   \n",
-       "484          https://github.com/jrob119   \n",
-       "485          https://github.com/jrob119   \n",
-       "486          https://github.com/jrob119   \n",
-       "487                                 NaN   \n",
-       "488                                 NaN   \n",
-       "489                                 NaN   \n",
-       "490                                 NaN   \n",
-       "491         https://github.com/web-flow   \n",
-       "492                                 NaN   \n",
-       "493                                 NaN   \n",
-       "494         https://github.com/web-flow   \n",
-       "495                                 NaN   \n",
-       "496         https://github.com/web-flow   \n",
-       "497          https://github.com/jrob119   \n",
-       "498         https://github.com/web-flow   \n",
-       "499                                 NaN   \n",
-       "500         https://github.com/web-flow   \n",
-       "501                                 NaN   \n",
-       "502         https://github.com/web-flow   \n",
-       "503                                 NaN   \n",
-       "504         https://github.com/web-flow   \n",
-       "505                                 NaN   \n",
-       "506         https://github.com/web-flow   \n",
-       "507                                 NaN   \n",
-       "508         https://github.com/web-flow   \n",
-       "509         https://github.com/web-flow   \n",
-       "510         https://github.com/web-flow   \n",
-       "511          https://github.com/jrob119   \n",
-       "512         https://github.com/web-flow   \n",
-       "513                                 NaN   \n",
-       "514                                 NaN   \n",
-       "515                                 NaN   \n",
-       "516         https://github.com/web-flow   \n",
-       "517          https://github.com/jrob119   \n",
-       "518          https://github.com/jrob119   \n",
-       "519          https://github.com/jrob119   \n",
-       "520         https://github.com/web-flow   \n",
-       "521                                 NaN   \n",
-       "522         https://github.com/web-flow   \n",
-       "523                                 NaN   \n",
-       "524         https://github.com/web-flow   \n",
-       "525                                 NaN   \n",
-       "526         https://github.com/web-flow   \n",
-       "527                                 NaN   \n",
-       "528         https://github.com/web-flow   \n",
-       "529                                 NaN   \n",
-       "530         https://github.com/web-flow   \n",
-       "531                                 NaN   \n",
-       "532                                 NaN   \n",
-       "533          https://github.com/jrob119   \n",
-       "534         https://github.com/web-flow   \n",
-       "535                                 NaN   \n",
-       "536         https://github.com/web-flow   \n",
-       "537          https://github.com/jrob119   \n",
-       "538          https://github.com/jrob119   \n",
-       "539          https://github.com/jrob119   \n",
-       "540         https://github.com/web-flow   \n",
-       "541                                 NaN   \n",
-       "542         https://github.com/web-flow   \n",
-       "543                                 NaN   \n",
-       "544         https://github.com/web-flow   \n",
-       "545                                 NaN   \n",
-       "546         https://github.com/web-flow   \n",
-       "547                                 NaN   \n",
-       "548         https://github.com/web-flow   \n",
-       "549          https://github.com/jrob119   \n",
-       "550          https://github.com/jrob119   \n",
-       "551         https://github.com/web-flow   \n",
-       "552          https://github.com/jrob119   \n",
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-       "554          https://github.com/jrob119   \n",
-       "555          https://github.com/jrob119   \n",
-       "556          https://github.com/jrob119   \n",
-       "557          https://github.com/jrob119   \n",
-       "558                                 NaN   \n",
-       "559         https://github.com/web-flow   \n",
-       "560          https://github.com/jrob119   \n",
-       "561          https://github.com/jrob119   \n",
-       "562          https://github.com/jrob119   \n",
-       "563          https://github.com/jrob119   \n",
-       "564          https://github.com/jrob119   \n",
-       "565          https://github.com/jrob119   \n",
-       "566          https://github.com/jrob119   \n",
-       "567          https://github.com/jrob119   \n",
-       "568          https://github.com/jrob119   \n",
-       "569          https://github.com/jrob119   \n",
-       "570          https://github.com/jrob119   \n",
-       "571          https://github.com/jrob119   \n",
-       "572          https://github.com/jrob119   \n",
-       "573          https://github.com/jrob119   \n",
-       "574          https://github.com/jrob119   \n",
-       "575          https://github.com/jrob119   \n",
-       "576          https://github.com/jrob119   \n",
-       "577          https://github.com/jrob119   \n",
-       "578          https://github.com/jrob119   \n",
-       "579          https://github.com/jrob119   \n",
-       "580          https://github.com/jrob119   \n",
-       "581          https://github.com/jrob119   \n",
-       "582          https://github.com/jrob119   \n",
-       "583          https://github.com/jrob119   \n",
-       "584          https://github.com/jrob119   \n",
-       "585          https://github.com/jrob119   \n",
-       "586          https://github.com/jrob119   \n",
-       "587          https://github.com/jrob119   \n",
-       "588          https://github.com/jrob119   \n",
-       "589          https://github.com/jrob119   \n",
-       "590          https://github.com/jrob119   \n",
-       "591          https://github.com/jrob119   \n",
-       "592          https://github.com/jrob119   \n",
-       "593         https://github.com/web-flow   \n",
-       "594                                 NaN   \n",
-       "595         https://github.com/web-flow   \n",
-       "596                                 NaN   \n",
-       "597         https://github.com/web-flow   \n",
-       "598         https://github.com/web-flow   \n",
-       "599                                 NaN   \n",
-       "600                                 NaN   \n",
-       "601         https://github.com/web-flow   \n",
-       "602                                 NaN   \n",
-       "603                                 NaN   \n",
-       "604                                 NaN   \n",
-       "605                                 NaN   \n",
-       "606                                 NaN   \n",
-       "607                                 NaN   \n",
-       "608                                 NaN   \n",
-       "609                                 NaN   \n",
-       "610                                 NaN   \n",
-       "611         https://github.com/web-flow   \n",
-       "612         https://github.com/web-flow   \n",
-       "613          https://github.com/jrob119   \n",
-       "614         https://github.com/web-flow   \n",
-       "615       https://github.com/ipd-deploy   \n",
-       "616       https://github.com/ipd-deploy   \n",
-       "617       https://github.com/ipd-deploy   \n",
-       "618       https://github.com/ipd-deploy   \n",
-       "619       https://github.com/ipd-deploy   \n",
-       "620       https://github.com/ipd-deploy   \n",
-       "621         https://github.com/web-flow   \n",
-       "622                                 NaN   \n",
-       "623         https://github.com/web-flow   \n",
-       "624       https://github.com/ipd-deploy   \n",
-       "625         https://github.com/web-flow   \n",
-       "626                                 NaN   \n",
-       "627         https://github.com/web-flow   \n",
-       "628                                 NaN   \n",
-       "629         https://github.com/web-flow   \n",
-       "630  https://github.com/dominicbarkerAN   \n",
-       "631  https://github.com/dominicbarkerAN   \n",
-       "632         https://github.com/web-flow   \n",
-       "633          https://github.com/jrob119   \n",
-       "634          https://github.com/jrob119   \n",
-       "635          https://github.com/jrob119   \n",
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-       "637          https://github.com/jrob119   \n",
-       "638         https://github.com/web-flow   \n",
-       "639          https://github.com/jrob119   \n",
-       "640         https://github.com/web-flow   \n",
-       "641                                 NaN   \n",
-       "642         https://github.com/web-flow   \n",
-       "643         https://github.com/web-flow   \n",
-       "644         https://github.com/web-flow   \n",
-       "645                                 NaN   \n",
-       "646                                 NaN   \n",
-       "647         https://github.com/web-flow   \n",
-       "648         https://github.com/web-flow   \n",
-       "649                                 NaN   \n",
-       "650                                 NaN   \n",
-       "651         https://github.com/web-flow   \n",
-       "652                                 NaN   \n",
-       "653                                 NaN   \n",
-       "654                                 NaN   \n",
-       "655         https://github.com/web-flow   \n",
-       "656  https://github.com/dominicbarkerAN   \n",
-       "657         https://github.com/web-flow   \n",
-       "658  https://github.com/dominicbarkerAN   \n",
-       "659  https://github.com/dominicbarkerAN   \n",
-       "660  https://github.com/dominicbarkerAN   \n",
-       "661                                 NaN   \n",
-       "662         https://github.com/web-flow   \n",
-       "663                                 NaN   \n",
-       "664                                 NaN   \n",
-       "665                                 NaN   \n",
-       "666                                 NaN   \n",
-       "667  https://github.com/dominicbarkerAN   \n",
-       "668         https://github.com/web-flow   \n",
-       "669                                 NaN   \n",
-       "670         https://github.com/web-flow   \n",
-       "671                                 NaN   \n",
-       "672                                 NaN   \n",
-       "673         https://github.com/web-flow   \n",
-       "674  https://github.com/dominicbarkerAN   \n",
-       "675         https://github.com/web-flow   \n",
-       "676  https://github.com/dominicbarkerAN   \n",
-       "677  https://github.com/xeniageorgiouAN   \n",
-       "678         https://github.com/web-flow   \n",
-       "679  https://github.com/dominicbarkerAN   \n",
-       "680         https://github.com/web-flow   \n",
-       "681         https://github.com/web-flow   \n",
-       "682         https://github.com/web-flow   \n",
-       "683         https://github.com/web-flow   \n",
-       "684         https://github.com/web-flow   \n",
-       "685         https://github.com/web-flow   \n",
-       "686         https://github.com/web-flow   \n",
-       "687         https://github.com/web-flow   \n",
-       "688         https://github.com/web-flow   \n",
-       "689         https://github.com/web-flow   \n",
-       "690         https://github.com/web-flow   \n",
-       "691         https://github.com/web-flow   \n",
-       "692         https://github.com/web-flow   \n",
-       "693         https://github.com/web-flow   \n",
-       "694         https://github.com/web-flow   \n",
-       "695         https://github.com/web-flow   \n",
-       "696         https://github.com/web-flow   \n",
-       "697         https://github.com/web-flow   \n",
-       "698         https://github.com/web-flow   \n",
-       "699         https://github.com/web-flow   \n",
-       "700         https://github.com/web-flow   \n",
-       "701  https://github.com/dominicbarkerAN   \n",
-       "702  https://github.com/dominicbarkerAN   \n",
-       "703         https://github.com/web-flow   \n",
-       "704  https://github.com/michaelcooperAN   \n",
-       "705  https://github.com/michaelcooperAN   \n",
-       "706         https://github.com/web-flow   \n",
-       "707  https://github.com/xeniageorgiouAN   \n",
-       "708         https://github.com/web-flow   \n",
-       "709         https://github.com/web-flow   \n",
-       "710         https://github.com/web-flow   \n",
-       "711         https://github.com/web-flow   \n",
-       "712         https://github.com/web-flow   \n",
-       "713         https://github.com/web-flow   \n",
-       "714         https://github.com/web-flow   \n",
-       "715         https://github.com/web-flow   \n",
-       "716         https://github.com/web-flow   \n",
-       "717         https://github.com/web-flow   \n",
-       "718  https://github.com/xeniageorgiouAN   \n",
-       "719         https://github.com/web-flow   \n",
-       "720         https://github.com/web-flow   \n",
-       "721         https://github.com/web-flow   \n",
-       "722                                 NaN   \n",
-       "723         https://github.com/web-flow   \n",
-       "724                                 NaN   \n",
-       "725         https://github.com/web-flow   \n",
-       "726  https://github.com/michaelcooperAN   \n",
-       "727         https://github.com/web-flow   \n",
-       "728                                 NaN   \n",
-       "729         https://github.com/web-flow   \n",
-       "730                                 NaN   \n",
-       "731         https://github.com/web-flow   \n",
-       "732                                 NaN   \n",
-       "733         https://github.com/web-flow   \n",
-       "734  https://github.com/michaelcooperAN   \n",
-       "735  https://github.com/michaelcooperAN   \n",
-       "736         https://github.com/web-flow   \n",
-       "737                                 NaN   \n",
-       "738         https://github.com/web-flow   \n",
-       "\n",
-       "                                    committer.followers_url  \\\n",
-       "0            https://api.github.com/users/jrob119/followers   \n",
-       "1            https://api.github.com/users/jrob119/followers   \n",
-       "2            https://api.github.com/users/jrob119/followers   \n",
-       "3            https://api.github.com/users/jrob119/followers   \n",
-       "4            https://api.github.com/users/jrob119/followers   \n",
-       "5            https://api.github.com/users/jrob119/followers   \n",
-       "6            https://api.github.com/users/jrob119/followers   \n",
-       "7            https://api.github.com/users/jrob119/followers   \n",
-       "8            https://api.github.com/users/jrob119/followers   \n",
-       "9            https://api.github.com/users/jrob119/followers   \n",
-       "10           https://api.github.com/users/jrob119/followers   \n",
-       "11           https://api.github.com/users/jrob119/followers   \n",
-       "12           https://api.github.com/users/jrob119/followers   \n",
-       "13           https://api.github.com/users/jrob119/followers   \n",
-       "14           https://api.github.com/users/jrob119/followers   \n",
-       "15           https://api.github.com/users/jrob119/followers   \n",
-       "16           https://api.github.com/users/jrob119/followers   \n",
-       "17           https://api.github.com/users/jrob119/followers   \n",
-       "18           https://api.github.com/users/jrob119/followers   \n",
-       "19           https://api.github.com/users/jrob119/followers   \n",
-       "20           https://api.github.com/users/jrob119/followers   \n",
-       "21           https://api.github.com/users/jrob119/followers   \n",
-       "22           https://api.github.com/users/jrob119/followers   \n",
-       "23           https://api.github.com/users/jrob119/followers   \n",
-       "24           https://api.github.com/users/jrob119/followers   \n",
-       "25           https://api.github.com/users/jrob119/followers   \n",
-       "26           https://api.github.com/users/jrob119/followers   \n",
-       "27           https://api.github.com/users/jrob119/followers   \n",
-       "28           https://api.github.com/users/jrob119/followers   \n",
-       "29           https://api.github.com/users/jrob119/followers   \n",
-       "30           https://api.github.com/users/jrob119/followers   \n",
-       "31           https://api.github.com/users/jrob119/followers   \n",
-       "32           https://api.github.com/users/jrob119/followers   \n",
-       "33           https://api.github.com/users/jrob119/followers   \n",
-       "34           https://api.github.com/users/jrob119/followers   \n",
-       "35           https://api.github.com/users/jrob119/followers   \n",
-       "36           https://api.github.com/users/jrob119/followers   \n",
-       "37           https://api.github.com/users/jrob119/followers   \n",
-       "38           https://api.github.com/users/jrob119/followers   \n",
-       "39           https://api.github.com/users/jrob119/followers   \n",
-       "40           https://api.github.com/users/jrob119/followers   \n",
-       "41           https://api.github.com/users/jrob119/followers   \n",
-       "42           https://api.github.com/users/jrob119/followers   \n",
-       "43           https://api.github.com/users/jrob119/followers   \n",
-       "44           https://api.github.com/users/jrob119/followers   \n",
-       "45           https://api.github.com/users/jrob119/followers   \n",
-       "46           https://api.github.com/users/jrob119/followers   \n",
-       "47           https://api.github.com/users/jrob119/followers   \n",
-       "48           https://api.github.com/users/jrob119/followers   \n",
-       "49           https://api.github.com/users/jrob119/followers   \n",
-       "50           https://api.github.com/users/jrob119/followers   \n",
-       "51           https://api.github.com/users/jrob119/followers   \n",
-       "52           https://api.github.com/users/jrob119/followers   \n",
-       "53           https://api.github.com/users/jrob119/followers   \n",
-       "54           https://api.github.com/users/jrob119/followers   \n",
-       "55           https://api.github.com/users/jrob119/followers   \n",
-       "56           https://api.github.com/users/jrob119/followers   \n",
-       "57           https://api.github.com/users/jrob119/followers   \n",
-       "58           https://api.github.com/users/jrob119/followers   \n",
-       "59           https://api.github.com/users/jrob119/followers   \n",
-       "60           https://api.github.com/users/jrob119/followers   \n",
-       "61           https://api.github.com/users/jrob119/followers   \n",
-       "62           https://api.github.com/users/jrob119/followers   \n",
-       "63           https://api.github.com/users/jrob119/followers   \n",
-       "64           https://api.github.com/users/jrob119/followers   \n",
-       "65           https://api.github.com/users/jrob119/followers   \n",
-       "66           https://api.github.com/users/jrob119/followers   \n",
-       "67           https://api.github.com/users/jrob119/followers   \n",
-       "68           https://api.github.com/users/jrob119/followers   \n",
-       "69           https://api.github.com/users/jrob119/followers   \n",
-       "70           https://api.github.com/users/jrob119/followers   \n",
-       "71           https://api.github.com/users/jrob119/followers   \n",
-       "72           https://api.github.com/users/jrob119/followers   \n",
-       "73           https://api.github.com/users/jrob119/followers   \n",
-       "74           https://api.github.com/users/jrob119/followers   \n",
-       "75           https://api.github.com/users/jrob119/followers   \n",
-       "76           https://api.github.com/users/jrob119/followers   \n",
-       "77           https://api.github.com/users/jrob119/followers   \n",
-       "78           https://api.github.com/users/jrob119/followers   \n",
-       "79           https://api.github.com/users/jrob119/followers   \n",
-       "80           https://api.github.com/users/jrob119/followers   \n",
-       "81           https://api.github.com/users/jrob119/followers   \n",
-       "82           https://api.github.com/users/jrob119/followers   \n",
-       "83           https://api.github.com/users/jrob119/followers   \n",
-       "84           https://api.github.com/users/jrob119/followers   \n",
-       "85           https://api.github.com/users/jrob119/followers   \n",
-       "86           https://api.github.com/users/jrob119/followers   \n",
-       "87           https://api.github.com/users/jrob119/followers   \n",
-       "88           https://api.github.com/users/jrob119/followers   \n",
-       "89           https://api.github.com/users/jrob119/followers   \n",
-       "90           https://api.github.com/users/jrob119/followers   \n",
-       "91           https://api.github.com/users/jrob119/followers   \n",
-       "92           https://api.github.com/users/jrob119/followers   \n",
-       "93           https://api.github.com/users/jrob119/followers   \n",
-       "94           https://api.github.com/users/jrob119/followers   \n",
-       "95           https://api.github.com/users/jrob119/followers   \n",
-       "96           https://api.github.com/users/jrob119/followers   \n",
-       "97           https://api.github.com/users/jrob119/followers   \n",
-       "98           https://api.github.com/users/jrob119/followers   \n",
-       "99           https://api.github.com/users/jrob119/followers   \n",
-       "100          https://api.github.com/users/jrob119/followers   \n",
-       "101          https://api.github.com/users/jrob119/followers   \n",
-       "102          https://api.github.com/users/jrob119/followers   \n",
-       "103          https://api.github.com/users/jrob119/followers   \n",
-       "104          https://api.github.com/users/jrob119/followers   \n",
-       "105          https://api.github.com/users/jrob119/followers   \n",
-       "106          https://api.github.com/users/jrob119/followers   \n",
-       "107          https://api.github.com/users/jrob119/followers   \n",
-       "108          https://api.github.com/users/jrob119/followers   \n",
-       "109          https://api.github.com/users/jrob119/followers   \n",
-       "110          https://api.github.com/users/jrob119/followers   \n",
-       "111          https://api.github.com/users/jrob119/followers   \n",
-       "112          https://api.github.com/users/jrob119/followers   \n",
-       "113          https://api.github.com/users/jrob119/followers   \n",
-       "114          https://api.github.com/users/jrob119/followers   \n",
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-       "120          https://api.github.com/users/jrob119/followers   \n",
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-       "123          https://api.github.com/users/jrob119/followers   \n",
-       "124          https://api.github.com/users/jrob119/followers   \n",
-       "125          https://api.github.com/users/jrob119/followers   \n",
-       "126          https://api.github.com/users/jrob119/followers   \n",
-       "127          https://api.github.com/users/jrob119/followers   \n",
-       "128          https://api.github.com/users/jrob119/followers   \n",
-       "129          https://api.github.com/users/jrob119/followers   \n",
-       "130          https://api.github.com/users/jrob119/followers   \n",
-       "131          https://api.github.com/users/jrob119/followers   \n",
-       "132          https://api.github.com/users/jrob119/followers   \n",
-       "133          https://api.github.com/users/jrob119/followers   \n",
-       "134          https://api.github.com/users/jrob119/followers   \n",
-       "135          https://api.github.com/users/jrob119/followers   \n",
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-       "440  https://api.github.com/users/dominicbarkerAN/followers   \n",
-       "441  https://api.github.com/users/dominicbarkerAN/followers   \n",
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-       "452         https://api.github.com/users/web-flow/followers   \n",
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-       "454  https://api.github.com/users/dominicbarkerAN/followers   \n",
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-       "475         https://api.github.com/users/web-flow/followers   \n",
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-       "477  https://api.github.com/users/dominicbarkerAN/followers   \n",
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-       "485          https://api.github.com/users/jrob119/followers   \n",
-       "486          https://api.github.com/users/jrob119/followers   \n",
-       "487                                                     NaN   \n",
-       "488                                                     NaN   \n",
-       "489                                                     NaN   \n",
-       "490                                                     NaN   \n",
-       "491         https://api.github.com/users/web-flow/followers   \n",
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-       "494         https://api.github.com/users/web-flow/followers   \n",
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-       "496         https://api.github.com/users/web-flow/followers   \n",
-       "497          https://api.github.com/users/jrob119/followers   \n",
-       "498         https://api.github.com/users/web-flow/followers   \n",
-       "499                                                     NaN   \n",
-       "500         https://api.github.com/users/web-flow/followers   \n",
-       "501                                                     NaN   \n",
-       "502         https://api.github.com/users/web-flow/followers   \n",
-       "503                                                     NaN   \n",
-       "504         https://api.github.com/users/web-flow/followers   \n",
-       "505                                                     NaN   \n",
-       "506         https://api.github.com/users/web-flow/followers   \n",
-       "507                                                     NaN   \n",
-       "508         https://api.github.com/users/web-flow/followers   \n",
-       "509         https://api.github.com/users/web-flow/followers   \n",
-       "510         https://api.github.com/users/web-flow/followers   \n",
-       "511          https://api.github.com/users/jrob119/followers   \n",
-       "512         https://api.github.com/users/web-flow/followers   \n",
-       "513                                                     NaN   \n",
-       "514                                                     NaN   \n",
-       "515                                                     NaN   \n",
-       "516         https://api.github.com/users/web-flow/followers   \n",
-       "517          https://api.github.com/users/jrob119/followers   \n",
-       "518          https://api.github.com/users/jrob119/followers   \n",
-       "519          https://api.github.com/users/jrob119/followers   \n",
-       "520         https://api.github.com/users/web-flow/followers   \n",
-       "521                                                     NaN   \n",
-       "522         https://api.github.com/users/web-flow/followers   \n",
-       "523                                                     NaN   \n",
-       "524         https://api.github.com/users/web-flow/followers   \n",
-       "525                                                     NaN   \n",
-       "526         https://api.github.com/users/web-flow/followers   \n",
-       "527                                                     NaN   \n",
-       "528         https://api.github.com/users/web-flow/followers   \n",
-       "529                                                     NaN   \n",
-       "530         https://api.github.com/users/web-flow/followers   \n",
-       "531                                                     NaN   \n",
-       "532                                                     NaN   \n",
-       "533          https://api.github.com/users/jrob119/followers   \n",
-       "534         https://api.github.com/users/web-flow/followers   \n",
-       "535                                                     NaN   \n",
-       "536         https://api.github.com/users/web-flow/followers   \n",
-       "537          https://api.github.com/users/jrob119/followers   \n",
-       "538          https://api.github.com/users/jrob119/followers   \n",
-       "539          https://api.github.com/users/jrob119/followers   \n",
-       "540         https://api.github.com/users/web-flow/followers   \n",
-       "541                                                     NaN   \n",
-       "542         https://api.github.com/users/web-flow/followers   \n",
-       "543                                                     NaN   \n",
-       "544         https://api.github.com/users/web-flow/followers   \n",
-       "545                                                     NaN   \n",
-       "546         https://api.github.com/users/web-flow/followers   \n",
-       "547                                                     NaN   \n",
-       "548         https://api.github.com/users/web-flow/followers   \n",
-       "549          https://api.github.com/users/jrob119/followers   \n",
-       "550          https://api.github.com/users/jrob119/followers   \n",
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-       "556          https://api.github.com/users/jrob119/followers   \n",
-       "557          https://api.github.com/users/jrob119/followers   \n",
-       "558                                                     NaN   \n",
-       "559         https://api.github.com/users/web-flow/followers   \n",
-       "560          https://api.github.com/users/jrob119/followers   \n",
-       "561          https://api.github.com/users/jrob119/followers   \n",
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-       "592          https://api.github.com/users/jrob119/followers   \n",
-       "593         https://api.github.com/users/web-flow/followers   \n",
-       "594                                                     NaN   \n",
-       "595         https://api.github.com/users/web-flow/followers   \n",
-       "596                                                     NaN   \n",
-       "597         https://api.github.com/users/web-flow/followers   \n",
-       "598         https://api.github.com/users/web-flow/followers   \n",
-       "599                                                     NaN   \n",
-       "600                                                     NaN   \n",
-       "601         https://api.github.com/users/web-flow/followers   \n",
-       "602                                                     NaN   \n",
-       "603                                                     NaN   \n",
-       "604                                                     NaN   \n",
-       "605                                                     NaN   \n",
-       "606                                                     NaN   \n",
-       "607                                                     NaN   \n",
-       "608                                                     NaN   \n",
-       "609                                                     NaN   \n",
-       "610                                                     NaN   \n",
-       "611         https://api.github.com/users/web-flow/followers   \n",
-       "612         https://api.github.com/users/web-flow/followers   \n",
-       "613          https://api.github.com/users/jrob119/followers   \n",
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-       "620       https://api.github.com/users/ipd-deploy/followers   \n",
-       "621         https://api.github.com/users/web-flow/followers   \n",
-       "622                                                     NaN   \n",
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-       "624       https://api.github.com/users/ipd-deploy/followers   \n",
-       "625         https://api.github.com/users/web-flow/followers   \n",
-       "626                                                     NaN   \n",
-       "627         https://api.github.com/users/web-flow/followers   \n",
-       "628                                                     NaN   \n",
-       "629         https://api.github.com/users/web-flow/followers   \n",
-       "630  https://api.github.com/users/dominicbarkerAN/followers   \n",
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-       "643         https://api.github.com/users/web-flow/followers   \n",
-       "644         https://api.github.com/users/web-flow/followers   \n",
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-       "647         https://api.github.com/users/web-flow/followers   \n",
-       "648         https://api.github.com/users/web-flow/followers   \n",
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-       "662         https://api.github.com/users/web-flow/followers   \n",
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-       "664                                                     NaN   \n",
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-       "668         https://api.github.com/users/web-flow/followers   \n",
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-       "674  https://api.github.com/users/dominicbarkerAN/followers   \n",
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-       "720         https://api.github.com/users/web-flow/followers   \n",
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-       "722                                                     NaN   \n",
-       "723         https://api.github.com/users/web-flow/followers   \n",
-       "724                                                     NaN   \n",
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-       "726  https://api.github.com/users/michaelcooperAN/followers   \n",
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-       "734  https://api.github.com/users/michaelcooperAN/followers   \n",
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-       "738         https://api.github.com/users/web-flow/followers   \n",
-       "\n",
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-       "286          https://api.github.com/users/jrob119/following{/other_user}   \n",
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-       "291         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "292          https://api.github.com/users/jrob119/following{/other_user}   \n",
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-       "296          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "297          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "298         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "299          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "300         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "301          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "302         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "303          https://api.github.com/users/jrob119/following{/other_user}   \n",
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-       "305          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "306          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "307          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "308         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "309         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "310         https://api.github.com/users/web-flow/following{/other_user}   \n",
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-       "318          https://api.github.com/users/jrob119/following{/other_user}   \n",
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-       "321          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "322          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "323         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "324          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "325         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "326          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "327         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "328          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "329         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "330          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "331         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "332          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "333         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "334          https://api.github.com/users/jrob119/following{/other_user}   \n",
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-       "337          https://api.github.com/users/jrob119/following{/other_user}   \n",
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-       "340         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "341         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "342         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "343         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "344         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "345          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "346          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "347         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "348          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "349          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "350          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "351         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "352          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "353          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "354          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "355          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "356          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "357          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "358          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "359          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "360          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "361         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "362          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "363         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "364          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "365         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "366          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "367         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "368          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "369          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "370         https://api.github.com/users/web-flow/following{/other_user}   \n",
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-       "372         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "373         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "374          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "375         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "376          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "377         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "378          https://api.github.com/users/jrob119/following{/other_user}   \n",
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-       "380          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "381         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "382          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "383         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "384         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "385                                                                  NaN   \n",
-       "386         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "387          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "388                                                                  NaN   \n",
-       "389          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "390         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "391          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "392          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "393         https://api.github.com/users/web-flow/following{/other_user}   \n",
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-       "400         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "401         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "402          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "403          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "404         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "405         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "406          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "407         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "408          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "409          https://api.github.com/users/jrob119/following{/other_user}   \n",
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-       "411          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "412          https://api.github.com/users/jrob119/following{/other_user}   \n",
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-       "414          https://api.github.com/users/jrob119/following{/other_user}   \n",
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-       "416         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "417         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "418          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "419         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "420         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "421  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "422         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "423  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "424         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "425  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "426         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "427  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "428         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "429  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "430         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "431  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "432         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "433         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "434  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "435         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "436          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "437         https://api.github.com/users/web-flow/following{/other_user}   \n",
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-       "439  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
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-       "442          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "443          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "444          https://api.github.com/users/jrob119/following{/other_user}   \n",
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-       "446          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "447          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "448         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "449  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "450         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "451  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "452         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "453  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "454  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "455         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "456  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "457         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "458          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "459         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "460          https://api.github.com/users/jrob119/following{/other_user}   \n",
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-       "462  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "463         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "464  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "465         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "466  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "467         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "468  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "469         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "470         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "471         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "472         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "473  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "474  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "475         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "476  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "477  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "478         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "479  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "480         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "481  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "482  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "483         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "484          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "485          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "486          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "487                                                                  NaN   \n",
-       "488                                                                  NaN   \n",
-       "489                                                                  NaN   \n",
-       "490                                                                  NaN   \n",
-       "491         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "492                                                                  NaN   \n",
-       "493                                                                  NaN   \n",
-       "494         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "495                                                                  NaN   \n",
-       "496         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "497          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "498         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "499                                                                  NaN   \n",
-       "500         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "501                                                                  NaN   \n",
-       "502         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "503                                                                  NaN   \n",
-       "504         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "505                                                                  NaN   \n",
-       "506         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "507                                                                  NaN   \n",
-       "508         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "509         https://api.github.com/users/web-flow/following{/other_user}   \n",
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-       "511          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "512         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "513                                                                  NaN   \n",
-       "514                                                                  NaN   \n",
-       "515                                                                  NaN   \n",
-       "516         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "517          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "518          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "519          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "520         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "521                                                                  NaN   \n",
-       "522         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "523                                                                  NaN   \n",
-       "524         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "525                                                                  NaN   \n",
-       "526         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "527                                                                  NaN   \n",
-       "528         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "529                                                                  NaN   \n",
-       "530         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "531                                                                  NaN   \n",
-       "532                                                                  NaN   \n",
-       "533          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "534         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "535                                                                  NaN   \n",
-       "536         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "537          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "538          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "539          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "540         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "541                                                                  NaN   \n",
-       "542         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "543                                                                  NaN   \n",
-       "544         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "545                                                                  NaN   \n",
-       "546         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "547                                                                  NaN   \n",
-       "548         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "549          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "550          https://api.github.com/users/jrob119/following{/other_user}   \n",
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-       "552          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "553         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "554          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "555          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "556          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "557          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "558                                                                  NaN   \n",
-       "559         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "560          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "561          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "562          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "563          https://api.github.com/users/jrob119/following{/other_user}   \n",
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-       "570          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "571          https://api.github.com/users/jrob119/following{/other_user}   \n",
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-       "573          https://api.github.com/users/jrob119/following{/other_user}   \n",
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-       "592          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "593         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "594                                                                  NaN   \n",
-       "595         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "596                                                                  NaN   \n",
-       "597         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "598         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "599                                                                  NaN   \n",
-       "600                                                                  NaN   \n",
-       "601         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "602                                                                  NaN   \n",
-       "603                                                                  NaN   \n",
-       "604                                                                  NaN   \n",
-       "605                                                                  NaN   \n",
-       "606                                                                  NaN   \n",
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-       "608                                                                  NaN   \n",
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-       "616       https://api.github.com/users/ipd-deploy/following{/other_user}   \n",
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-       "619       https://api.github.com/users/ipd-deploy/following{/other_user}   \n",
-       "620       https://api.github.com/users/ipd-deploy/following{/other_user}   \n",
-       "621         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "622                                                                  NaN   \n",
-       "623         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "624       https://api.github.com/users/ipd-deploy/following{/other_user}   \n",
-       "625         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "626                                                                  NaN   \n",
-       "627         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "628                                                                  NaN   \n",
-       "629         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "630  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "631  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "632         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "633          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "634          https://api.github.com/users/jrob119/following{/other_user}   \n",
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-       "639          https://api.github.com/users/jrob119/following{/other_user}   \n",
-       "640         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "641                                                                  NaN   \n",
-       "642         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "643         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "644         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "645                                                                  NaN   \n",
-       "646                                                                  NaN   \n",
-       "647         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "648         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "649                                                                  NaN   \n",
-       "650                                                                  NaN   \n",
-       "651         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "652                                                                  NaN   \n",
-       "653                                                                  NaN   \n",
-       "654                                                                  NaN   \n",
-       "655         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "656  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
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-       "660  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "661                                                                  NaN   \n",
-       "662         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "663                                                                  NaN   \n",
-       "664                                                                  NaN   \n",
-       "665                                                                  NaN   \n",
-       "666                                                                  NaN   \n",
-       "667  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "668         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "669                                                                  NaN   \n",
-       "670         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "671                                                                  NaN   \n",
-       "672                                                                  NaN   \n",
-       "673         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "674  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
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-       "677  https://api.github.com/users/xeniageorgiouAN/following{/other_user}   \n",
-       "678         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "679  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "680         https://api.github.com/users/web-flow/following{/other_user}   \n",
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-       "693         https://api.github.com/users/web-flow/following{/other_user}   \n",
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-       "695         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "696         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "697         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "698         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "699         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "700         https://api.github.com/users/web-flow/following{/other_user}   \n",
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-       "702  https://api.github.com/users/dominicbarkerAN/following{/other_user}   \n",
-       "703         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "704  https://api.github.com/users/michaelcooperAN/following{/other_user}   \n",
-       "705  https://api.github.com/users/michaelcooperAN/following{/other_user}   \n",
-       "706         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "707  https://api.github.com/users/xeniageorgiouAN/following{/other_user}   \n",
-       "708         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "709         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "710         https://api.github.com/users/web-flow/following{/other_user}   \n",
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-       "721         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "722                                                                  NaN   \n",
-       "723         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "724                                                                  NaN   \n",
-       "725         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "726  https://api.github.com/users/michaelcooperAN/following{/other_user}   \n",
-       "727         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "728                                                                  NaN   \n",
-       "729         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "730                                                                  NaN   \n",
-       "731         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "732                                                                  NaN   \n",
-       "733         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "734  https://api.github.com/users/michaelcooperAN/following{/other_user}   \n",
-       "735  https://api.github.com/users/michaelcooperAN/following{/other_user}   \n",
-       "736         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "737                                                                  NaN   \n",
-       "738         https://api.github.com/users/web-flow/following{/other_user}   \n",
-       "\n",
-       "                                              committer.gists_url  \\\n",
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-       "52           https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "53           https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "54           https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "55           https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "56           https://api.github.com/users/jrob119/gists{/gist_id}   \n",
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-       "311         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "312         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "313         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "314         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "315         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "316         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "317         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "318          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "319         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "320          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "321          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "322          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "323         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "324          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "325         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "326          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "327         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "328          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "329         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "330          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "331         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "332          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "333         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "334          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "335          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "336         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "337          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "338         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "339         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "340         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "341         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "342         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "343         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "344         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "345          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "346          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "347         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "348          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "349          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "350          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "351         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "352          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "353          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "354          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "355          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "356          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "357          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "358          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "359          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "360          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "361         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "362          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "363         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "364          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "365         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "366          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "367         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "368          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "369          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "370         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "371         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "372         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "373         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "374          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "375         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "376          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "377         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "378          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "379         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "380          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "381         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "382          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "383         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "384         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "385                                                           NaN   \n",
-       "386         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "387          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "388                                                           NaN   \n",
-       "389          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "390         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "391          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "392          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "393         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "394         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "395         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "396         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "397         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "398         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "399         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "400         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "401         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "402          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "403          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "404         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "405         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "406          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "407         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "408          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "409          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "410         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "411          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "412          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "413          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "414          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "415          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "416         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "417         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "418          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "419         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "420         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "421  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "422         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "423  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "424         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "425  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "426         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "427  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "428         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "429  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "430         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "431  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "432         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "433         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "434  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "435         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "436          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "437         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "438  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "439  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "440  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "441  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "442          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "443          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "444          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "445          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "446          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "447          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "448         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "449  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "450         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "451  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "452         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "453  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "454  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "455         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "456  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "457         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "458          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "459         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "460          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "461  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "462  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "463         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "464  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "465         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "466  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "467         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "468  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "469         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "470         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "471         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "472         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "473  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "474  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "475         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "476  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "477  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "478         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "479  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
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-       "481  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
-       "482  https://api.github.com/users/dominicbarkerAN/gists{/gist_id}   \n",
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-       "485          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "486          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "487                                                           NaN   \n",
-       "488                                                           NaN   \n",
-       "489                                                           NaN   \n",
-       "490                                                           NaN   \n",
-       "491         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "492                                                           NaN   \n",
-       "493                                                           NaN   \n",
-       "494         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "495                                                           NaN   \n",
-       "496         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "497          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "498         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "499                                                           NaN   \n",
-       "500         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "501                                                           NaN   \n",
-       "502         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "503                                                           NaN   \n",
-       "504         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "505                                                           NaN   \n",
-       "506         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "507                                                           NaN   \n",
-       "508         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "509         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
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-       "511          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "512         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "513                                                           NaN   \n",
-       "514                                                           NaN   \n",
-       "515                                                           NaN   \n",
-       "516         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "517          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "518          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "519          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "520         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "521                                                           NaN   \n",
-       "522         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "523                                                           NaN   \n",
-       "524         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "525                                                           NaN   \n",
-       "526         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "527                                                           NaN   \n",
-       "528         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "529                                                           NaN   \n",
-       "530         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "531                                                           NaN   \n",
-       "532                                                           NaN   \n",
-       "533          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "534         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "535                                                           NaN   \n",
-       "536         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "537          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "538          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "539          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "540         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "541                                                           NaN   \n",
-       "542         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "543                                                           NaN   \n",
-       "544         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "545                                                           NaN   \n",
-       "546         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "547                                                           NaN   \n",
-       "548         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "549          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "550          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "551         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "552          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "553         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "554          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "555          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "556          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "557          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "558                                                           NaN   \n",
-       "559         https://api.github.com/users/web-flow/gists{/gist_id}   \n",
-       "560          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "561          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
-       "562          https://api.github.com/users/jrob119/gists{/gist_id}   \n",
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-       "387          https://api.github.com/users/jrob119/starred{/owner}{/repo}   \n",
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-       "390         https://api.github.com/users/web-flow/starred{/owner}{/repo}   \n",
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-       "487                                                                  NaN   \n",
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-       "523                                                                  NaN   \n",
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-       "531                                                                  NaN   \n",
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-       "420         https://api.github.com/users/web-flow/subscriptions   \n",
-       "421  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "422         https://api.github.com/users/web-flow/subscriptions   \n",
-       "423  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "424         https://api.github.com/users/web-flow/subscriptions   \n",
-       "425  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "426         https://api.github.com/users/web-flow/subscriptions   \n",
-       "427  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "428         https://api.github.com/users/web-flow/subscriptions   \n",
-       "429  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "430         https://api.github.com/users/web-flow/subscriptions   \n",
-       "431  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "432         https://api.github.com/users/web-flow/subscriptions   \n",
-       "433         https://api.github.com/users/web-flow/subscriptions   \n",
-       "434  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "435         https://api.github.com/users/web-flow/subscriptions   \n",
-       "436          https://api.github.com/users/jrob119/subscriptions   \n",
-       "437         https://api.github.com/users/web-flow/subscriptions   \n",
-       "438  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "439  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "440  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "441  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "442          https://api.github.com/users/jrob119/subscriptions   \n",
-       "443          https://api.github.com/users/jrob119/subscriptions   \n",
-       "444          https://api.github.com/users/jrob119/subscriptions   \n",
-       "445          https://api.github.com/users/jrob119/subscriptions   \n",
-       "446          https://api.github.com/users/jrob119/subscriptions   \n",
-       "447          https://api.github.com/users/jrob119/subscriptions   \n",
-       "448         https://api.github.com/users/web-flow/subscriptions   \n",
-       "449  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "450         https://api.github.com/users/web-flow/subscriptions   \n",
-       "451  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "452         https://api.github.com/users/web-flow/subscriptions   \n",
-       "453  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "454  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "455         https://api.github.com/users/web-flow/subscriptions   \n",
-       "456  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "457         https://api.github.com/users/web-flow/subscriptions   \n",
-       "458          https://api.github.com/users/jrob119/subscriptions   \n",
-       "459         https://api.github.com/users/web-flow/subscriptions   \n",
-       "460          https://api.github.com/users/jrob119/subscriptions   \n",
-       "461  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "462  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "463         https://api.github.com/users/web-flow/subscriptions   \n",
-       "464  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "465         https://api.github.com/users/web-flow/subscriptions   \n",
-       "466  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "467         https://api.github.com/users/web-flow/subscriptions   \n",
-       "468  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "469         https://api.github.com/users/web-flow/subscriptions   \n",
-       "470         https://api.github.com/users/web-flow/subscriptions   \n",
-       "471         https://api.github.com/users/web-flow/subscriptions   \n",
-       "472         https://api.github.com/users/web-flow/subscriptions   \n",
-       "473  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "474  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "475         https://api.github.com/users/web-flow/subscriptions   \n",
-       "476  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "477  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "478         https://api.github.com/users/web-flow/subscriptions   \n",
-       "479  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "480         https://api.github.com/users/web-flow/subscriptions   \n",
-       "481  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "482  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "483         https://api.github.com/users/web-flow/subscriptions   \n",
-       "484          https://api.github.com/users/jrob119/subscriptions   \n",
-       "485          https://api.github.com/users/jrob119/subscriptions   \n",
-       "486          https://api.github.com/users/jrob119/subscriptions   \n",
-       "487                                                         NaN   \n",
-       "488                                                         NaN   \n",
-       "489                                                         NaN   \n",
-       "490                                                         NaN   \n",
-       "491         https://api.github.com/users/web-flow/subscriptions   \n",
-       "492                                                         NaN   \n",
-       "493                                                         NaN   \n",
-       "494         https://api.github.com/users/web-flow/subscriptions   \n",
-       "495                                                         NaN   \n",
-       "496         https://api.github.com/users/web-flow/subscriptions   \n",
-       "497          https://api.github.com/users/jrob119/subscriptions   \n",
-       "498         https://api.github.com/users/web-flow/subscriptions   \n",
-       "499                                                         NaN   \n",
-       "500         https://api.github.com/users/web-flow/subscriptions   \n",
-       "501                                                         NaN   \n",
-       "502         https://api.github.com/users/web-flow/subscriptions   \n",
-       "503                                                         NaN   \n",
-       "504         https://api.github.com/users/web-flow/subscriptions   \n",
-       "505                                                         NaN   \n",
-       "506         https://api.github.com/users/web-flow/subscriptions   \n",
-       "507                                                         NaN   \n",
-       "508         https://api.github.com/users/web-flow/subscriptions   \n",
-       "509         https://api.github.com/users/web-flow/subscriptions   \n",
-       "510         https://api.github.com/users/web-flow/subscriptions   \n",
-       "511          https://api.github.com/users/jrob119/subscriptions   \n",
-       "512         https://api.github.com/users/web-flow/subscriptions   \n",
-       "513                                                         NaN   \n",
-       "514                                                         NaN   \n",
-       "515                                                         NaN   \n",
-       "516         https://api.github.com/users/web-flow/subscriptions   \n",
-       "517          https://api.github.com/users/jrob119/subscriptions   \n",
-       "518          https://api.github.com/users/jrob119/subscriptions   \n",
-       "519          https://api.github.com/users/jrob119/subscriptions   \n",
-       "520         https://api.github.com/users/web-flow/subscriptions   \n",
-       "521                                                         NaN   \n",
-       "522         https://api.github.com/users/web-flow/subscriptions   \n",
-       "523                                                         NaN   \n",
-       "524         https://api.github.com/users/web-flow/subscriptions   \n",
-       "525                                                         NaN   \n",
-       "526         https://api.github.com/users/web-flow/subscriptions   \n",
-       "527                                                         NaN   \n",
-       "528         https://api.github.com/users/web-flow/subscriptions   \n",
-       "529                                                         NaN   \n",
-       "530         https://api.github.com/users/web-flow/subscriptions   \n",
-       "531                                                         NaN   \n",
-       "532                                                         NaN   \n",
-       "533          https://api.github.com/users/jrob119/subscriptions   \n",
-       "534         https://api.github.com/users/web-flow/subscriptions   \n",
-       "535                                                         NaN   \n",
-       "536         https://api.github.com/users/web-flow/subscriptions   \n",
-       "537          https://api.github.com/users/jrob119/subscriptions   \n",
-       "538          https://api.github.com/users/jrob119/subscriptions   \n",
-       "539          https://api.github.com/users/jrob119/subscriptions   \n",
-       "540         https://api.github.com/users/web-flow/subscriptions   \n",
-       "541                                                         NaN   \n",
-       "542         https://api.github.com/users/web-flow/subscriptions   \n",
-       "543                                                         NaN   \n",
-       "544         https://api.github.com/users/web-flow/subscriptions   \n",
-       "545                                                         NaN   \n",
-       "546         https://api.github.com/users/web-flow/subscriptions   \n",
-       "547                                                         NaN   \n",
-       "548         https://api.github.com/users/web-flow/subscriptions   \n",
-       "549          https://api.github.com/users/jrob119/subscriptions   \n",
-       "550          https://api.github.com/users/jrob119/subscriptions   \n",
-       "551         https://api.github.com/users/web-flow/subscriptions   \n",
-       "552          https://api.github.com/users/jrob119/subscriptions   \n",
-       "553         https://api.github.com/users/web-flow/subscriptions   \n",
-       "554          https://api.github.com/users/jrob119/subscriptions   \n",
-       "555          https://api.github.com/users/jrob119/subscriptions   \n",
-       "556          https://api.github.com/users/jrob119/subscriptions   \n",
-       "557          https://api.github.com/users/jrob119/subscriptions   \n",
-       "558                                                         NaN   \n",
-       "559         https://api.github.com/users/web-flow/subscriptions   \n",
-       "560          https://api.github.com/users/jrob119/subscriptions   \n",
-       "561          https://api.github.com/users/jrob119/subscriptions   \n",
-       "562          https://api.github.com/users/jrob119/subscriptions   \n",
-       "563          https://api.github.com/users/jrob119/subscriptions   \n",
-       "564          https://api.github.com/users/jrob119/subscriptions   \n",
-       "565          https://api.github.com/users/jrob119/subscriptions   \n",
-       "566          https://api.github.com/users/jrob119/subscriptions   \n",
-       "567          https://api.github.com/users/jrob119/subscriptions   \n",
-       "568          https://api.github.com/users/jrob119/subscriptions   \n",
-       "569          https://api.github.com/users/jrob119/subscriptions   \n",
-       "570          https://api.github.com/users/jrob119/subscriptions   \n",
-       "571          https://api.github.com/users/jrob119/subscriptions   \n",
-       "572          https://api.github.com/users/jrob119/subscriptions   \n",
-       "573          https://api.github.com/users/jrob119/subscriptions   \n",
-       "574          https://api.github.com/users/jrob119/subscriptions   \n",
-       "575          https://api.github.com/users/jrob119/subscriptions   \n",
-       "576          https://api.github.com/users/jrob119/subscriptions   \n",
-       "577          https://api.github.com/users/jrob119/subscriptions   \n",
-       "578          https://api.github.com/users/jrob119/subscriptions   \n",
-       "579          https://api.github.com/users/jrob119/subscriptions   \n",
-       "580          https://api.github.com/users/jrob119/subscriptions   \n",
-       "581          https://api.github.com/users/jrob119/subscriptions   \n",
-       "582          https://api.github.com/users/jrob119/subscriptions   \n",
-       "583          https://api.github.com/users/jrob119/subscriptions   \n",
-       "584          https://api.github.com/users/jrob119/subscriptions   \n",
-       "585          https://api.github.com/users/jrob119/subscriptions   \n",
-       "586          https://api.github.com/users/jrob119/subscriptions   \n",
-       "587          https://api.github.com/users/jrob119/subscriptions   \n",
-       "588          https://api.github.com/users/jrob119/subscriptions   \n",
-       "589          https://api.github.com/users/jrob119/subscriptions   \n",
-       "590          https://api.github.com/users/jrob119/subscriptions   \n",
-       "591          https://api.github.com/users/jrob119/subscriptions   \n",
-       "592          https://api.github.com/users/jrob119/subscriptions   \n",
-       "593         https://api.github.com/users/web-flow/subscriptions   \n",
-       "594                                                         NaN   \n",
-       "595         https://api.github.com/users/web-flow/subscriptions   \n",
-       "596                                                         NaN   \n",
-       "597         https://api.github.com/users/web-flow/subscriptions   \n",
-       "598         https://api.github.com/users/web-flow/subscriptions   \n",
-       "599                                                         NaN   \n",
-       "600                                                         NaN   \n",
-       "601         https://api.github.com/users/web-flow/subscriptions   \n",
-       "602                                                         NaN   \n",
-       "603                                                         NaN   \n",
-       "604                                                         NaN   \n",
-       "605                                                         NaN   \n",
-       "606                                                         NaN   \n",
-       "607                                                         NaN   \n",
-       "608                                                         NaN   \n",
-       "609                                                         NaN   \n",
-       "610                                                         NaN   \n",
-       "611         https://api.github.com/users/web-flow/subscriptions   \n",
-       "612         https://api.github.com/users/web-flow/subscriptions   \n",
-       "613          https://api.github.com/users/jrob119/subscriptions   \n",
-       "614         https://api.github.com/users/web-flow/subscriptions   \n",
-       "615       https://api.github.com/users/ipd-deploy/subscriptions   \n",
-       "616       https://api.github.com/users/ipd-deploy/subscriptions   \n",
-       "617       https://api.github.com/users/ipd-deploy/subscriptions   \n",
-       "618       https://api.github.com/users/ipd-deploy/subscriptions   \n",
-       "619       https://api.github.com/users/ipd-deploy/subscriptions   \n",
-       "620       https://api.github.com/users/ipd-deploy/subscriptions   \n",
-       "621         https://api.github.com/users/web-flow/subscriptions   \n",
-       "622                                                         NaN   \n",
-       "623         https://api.github.com/users/web-flow/subscriptions   \n",
-       "624       https://api.github.com/users/ipd-deploy/subscriptions   \n",
-       "625         https://api.github.com/users/web-flow/subscriptions   \n",
-       "626                                                         NaN   \n",
-       "627         https://api.github.com/users/web-flow/subscriptions   \n",
-       "628                                                         NaN   \n",
-       "629         https://api.github.com/users/web-flow/subscriptions   \n",
-       "630  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "631  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "632         https://api.github.com/users/web-flow/subscriptions   \n",
-       "633          https://api.github.com/users/jrob119/subscriptions   \n",
-       "634          https://api.github.com/users/jrob119/subscriptions   \n",
-       "635          https://api.github.com/users/jrob119/subscriptions   \n",
-       "636         https://api.github.com/users/web-flow/subscriptions   \n",
-       "637          https://api.github.com/users/jrob119/subscriptions   \n",
-       "638         https://api.github.com/users/web-flow/subscriptions   \n",
-       "639          https://api.github.com/users/jrob119/subscriptions   \n",
-       "640         https://api.github.com/users/web-flow/subscriptions   \n",
-       "641                                                         NaN   \n",
-       "642         https://api.github.com/users/web-flow/subscriptions   \n",
-       "643         https://api.github.com/users/web-flow/subscriptions   \n",
-       "644         https://api.github.com/users/web-flow/subscriptions   \n",
-       "645                                                         NaN   \n",
-       "646                                                         NaN   \n",
-       "647         https://api.github.com/users/web-flow/subscriptions   \n",
-       "648         https://api.github.com/users/web-flow/subscriptions   \n",
-       "649                                                         NaN   \n",
-       "650                                                         NaN   \n",
-       "651         https://api.github.com/users/web-flow/subscriptions   \n",
-       "652                                                         NaN   \n",
-       "653                                                         NaN   \n",
-       "654                                                         NaN   \n",
-       "655         https://api.github.com/users/web-flow/subscriptions   \n",
-       "656  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "657         https://api.github.com/users/web-flow/subscriptions   \n",
-       "658  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "659  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "660  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "661                                                         NaN   \n",
-       "662         https://api.github.com/users/web-flow/subscriptions   \n",
-       "663                                                         NaN   \n",
-       "664                                                         NaN   \n",
-       "665                                                         NaN   \n",
-       "666                                                         NaN   \n",
-       "667  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "668         https://api.github.com/users/web-flow/subscriptions   \n",
-       "669                                                         NaN   \n",
-       "670         https://api.github.com/users/web-flow/subscriptions   \n",
-       "671                                                         NaN   \n",
-       "672                                                         NaN   \n",
-       "673         https://api.github.com/users/web-flow/subscriptions   \n",
-       "674  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "675         https://api.github.com/users/web-flow/subscriptions   \n",
-       "676  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "677  https://api.github.com/users/xeniageorgiouAN/subscriptions   \n",
-       "678         https://api.github.com/users/web-flow/subscriptions   \n",
-       "679  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "680         https://api.github.com/users/web-flow/subscriptions   \n",
-       "681         https://api.github.com/users/web-flow/subscriptions   \n",
-       "682         https://api.github.com/users/web-flow/subscriptions   \n",
-       "683         https://api.github.com/users/web-flow/subscriptions   \n",
-       "684         https://api.github.com/users/web-flow/subscriptions   \n",
-       "685         https://api.github.com/users/web-flow/subscriptions   \n",
-       "686         https://api.github.com/users/web-flow/subscriptions   \n",
-       "687         https://api.github.com/users/web-flow/subscriptions   \n",
-       "688         https://api.github.com/users/web-flow/subscriptions   \n",
-       "689         https://api.github.com/users/web-flow/subscriptions   \n",
-       "690         https://api.github.com/users/web-flow/subscriptions   \n",
-       "691         https://api.github.com/users/web-flow/subscriptions   \n",
-       "692         https://api.github.com/users/web-flow/subscriptions   \n",
-       "693         https://api.github.com/users/web-flow/subscriptions   \n",
-       "694         https://api.github.com/users/web-flow/subscriptions   \n",
-       "695         https://api.github.com/users/web-flow/subscriptions   \n",
-       "696         https://api.github.com/users/web-flow/subscriptions   \n",
-       "697         https://api.github.com/users/web-flow/subscriptions   \n",
-       "698         https://api.github.com/users/web-flow/subscriptions   \n",
-       "699         https://api.github.com/users/web-flow/subscriptions   \n",
-       "700         https://api.github.com/users/web-flow/subscriptions   \n",
-       "701  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "702  https://api.github.com/users/dominicbarkerAN/subscriptions   \n",
-       "703         https://api.github.com/users/web-flow/subscriptions   \n",
-       "704  https://api.github.com/users/michaelcooperAN/subscriptions   \n",
-       "705  https://api.github.com/users/michaelcooperAN/subscriptions   \n",
-       "706         https://api.github.com/users/web-flow/subscriptions   \n",
-       "707  https://api.github.com/users/xeniageorgiouAN/subscriptions   \n",
-       "708         https://api.github.com/users/web-flow/subscriptions   \n",
-       "709         https://api.github.com/users/web-flow/subscriptions   \n",
-       "710         https://api.github.com/users/web-flow/subscriptions   \n",
-       "711         https://api.github.com/users/web-flow/subscriptions   \n",
-       "712         https://api.github.com/users/web-flow/subscriptions   \n",
-       "713         https://api.github.com/users/web-flow/subscriptions   \n",
-       "714         https://api.github.com/users/web-flow/subscriptions   \n",
-       "715         https://api.github.com/users/web-flow/subscriptions   \n",
-       "716         https://api.github.com/users/web-flow/subscriptions   \n",
-       "717         https://api.github.com/users/web-flow/subscriptions   \n",
-       "718  https://api.github.com/users/xeniageorgiouAN/subscriptions   \n",
-       "719         https://api.github.com/users/web-flow/subscriptions   \n",
-       "720         https://api.github.com/users/web-flow/subscriptions   \n",
-       "721         https://api.github.com/users/web-flow/subscriptions   \n",
-       "722                                                         NaN   \n",
-       "723         https://api.github.com/users/web-flow/subscriptions   \n",
-       "724                                                         NaN   \n",
-       "725         https://api.github.com/users/web-flow/subscriptions   \n",
-       "726  https://api.github.com/users/michaelcooperAN/subscriptions   \n",
-       "727         https://api.github.com/users/web-flow/subscriptions   \n",
-       "728                                                         NaN   \n",
-       "729         https://api.github.com/users/web-flow/subscriptions   \n",
-       "730                                                         NaN   \n",
-       "731         https://api.github.com/users/web-flow/subscriptions   \n",
-       "732                                                         NaN   \n",
-       "733         https://api.github.com/users/web-flow/subscriptions   \n",
-       "734  https://api.github.com/users/michaelcooperAN/subscriptions   \n",
-       "735  https://api.github.com/users/michaelcooperAN/subscriptions   \n",
-       "736         https://api.github.com/users/web-flow/subscriptions   \n",
-       "737                                                         NaN   \n",
-       "738         https://api.github.com/users/web-flow/subscriptions   \n",
-       "\n",
-       "                           committer.organizations_url  \\\n",
-       "0            https://api.github.com/users/jrob119/orgs   \n",
-       "1            https://api.github.com/users/jrob119/orgs   \n",
-       "2            https://api.github.com/users/jrob119/orgs   \n",
-       "3            https://api.github.com/users/jrob119/orgs   \n",
-       "4            https://api.github.com/users/jrob119/orgs   \n",
-       "5            https://api.github.com/users/jrob119/orgs   \n",
-       "6            https://api.github.com/users/jrob119/orgs   \n",
-       "7            https://api.github.com/users/jrob119/orgs   \n",
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-       "311         https://api.github.com/users/web-flow/orgs   \n",
-       "312         https://api.github.com/users/web-flow/orgs   \n",
-       "313         https://api.github.com/users/web-flow/orgs   \n",
-       "314         https://api.github.com/users/web-flow/orgs   \n",
-       "315         https://api.github.com/users/web-flow/orgs   \n",
-       "316         https://api.github.com/users/web-flow/orgs   \n",
-       "317         https://api.github.com/users/web-flow/orgs   \n",
-       "318          https://api.github.com/users/jrob119/orgs   \n",
-       "319         https://api.github.com/users/web-flow/orgs   \n",
-       "320          https://api.github.com/users/jrob119/orgs   \n",
-       "321          https://api.github.com/users/jrob119/orgs   \n",
-       "322          https://api.github.com/users/jrob119/orgs   \n",
-       "323         https://api.github.com/users/web-flow/orgs   \n",
-       "324          https://api.github.com/users/jrob119/orgs   \n",
-       "325         https://api.github.com/users/web-flow/orgs   \n",
-       "326          https://api.github.com/users/jrob119/orgs   \n",
-       "327         https://api.github.com/users/web-flow/orgs   \n",
-       "328          https://api.github.com/users/jrob119/orgs   \n",
-       "329         https://api.github.com/users/web-flow/orgs   \n",
-       "330          https://api.github.com/users/jrob119/orgs   \n",
-       "331         https://api.github.com/users/web-flow/orgs   \n",
-       "332          https://api.github.com/users/jrob119/orgs   \n",
-       "333         https://api.github.com/users/web-flow/orgs   \n",
-       "334          https://api.github.com/users/jrob119/orgs   \n",
-       "335          https://api.github.com/users/jrob119/orgs   \n",
-       "336         https://api.github.com/users/web-flow/orgs   \n",
-       "337          https://api.github.com/users/jrob119/orgs   \n",
-       "338         https://api.github.com/users/web-flow/orgs   \n",
-       "339         https://api.github.com/users/web-flow/orgs   \n",
-       "340         https://api.github.com/users/web-flow/orgs   \n",
-       "341         https://api.github.com/users/web-flow/orgs   \n",
-       "342         https://api.github.com/users/web-flow/orgs   \n",
-       "343         https://api.github.com/users/web-flow/orgs   \n",
-       "344         https://api.github.com/users/web-flow/orgs   \n",
-       "345          https://api.github.com/users/jrob119/orgs   \n",
-       "346          https://api.github.com/users/jrob119/orgs   \n",
-       "347         https://api.github.com/users/web-flow/orgs   \n",
-       "348          https://api.github.com/users/jrob119/orgs   \n",
-       "349          https://api.github.com/users/jrob119/orgs   \n",
-       "350          https://api.github.com/users/jrob119/orgs   \n",
-       "351         https://api.github.com/users/web-flow/orgs   \n",
-       "352          https://api.github.com/users/jrob119/orgs   \n",
-       "353          https://api.github.com/users/jrob119/orgs   \n",
-       "354          https://api.github.com/users/jrob119/orgs   \n",
-       "355          https://api.github.com/users/jrob119/orgs   \n",
-       "356          https://api.github.com/users/jrob119/orgs   \n",
-       "357          https://api.github.com/users/jrob119/orgs   \n",
-       "358          https://api.github.com/users/jrob119/orgs   \n",
-       "359          https://api.github.com/users/jrob119/orgs   \n",
-       "360          https://api.github.com/users/jrob119/orgs   \n",
-       "361         https://api.github.com/users/web-flow/orgs   \n",
-       "362          https://api.github.com/users/jrob119/orgs   \n",
-       "363         https://api.github.com/users/web-flow/orgs   \n",
-       "364          https://api.github.com/users/jrob119/orgs   \n",
-       "365         https://api.github.com/users/web-flow/orgs   \n",
-       "366          https://api.github.com/users/jrob119/orgs   \n",
-       "367         https://api.github.com/users/web-flow/orgs   \n",
-       "368          https://api.github.com/users/jrob119/orgs   \n",
-       "369          https://api.github.com/users/jrob119/orgs   \n",
-       "370         https://api.github.com/users/web-flow/orgs   \n",
-       "371         https://api.github.com/users/web-flow/orgs   \n",
-       "372         https://api.github.com/users/web-flow/orgs   \n",
-       "373         https://api.github.com/users/web-flow/orgs   \n",
-       "374          https://api.github.com/users/jrob119/orgs   \n",
-       "375         https://api.github.com/users/web-flow/orgs   \n",
-       "376          https://api.github.com/users/jrob119/orgs   \n",
-       "377         https://api.github.com/users/web-flow/orgs   \n",
-       "378          https://api.github.com/users/jrob119/orgs   \n",
-       "379         https://api.github.com/users/web-flow/orgs   \n",
-       "380          https://api.github.com/users/jrob119/orgs   \n",
-       "381         https://api.github.com/users/web-flow/orgs   \n",
-       "382          https://api.github.com/users/jrob119/orgs   \n",
-       "383         https://api.github.com/users/web-flow/orgs   \n",
-       "384         https://api.github.com/users/web-flow/orgs   \n",
-       "385                                                NaN   \n",
-       "386         https://api.github.com/users/web-flow/orgs   \n",
-       "387          https://api.github.com/users/jrob119/orgs   \n",
-       "388                                                NaN   \n",
-       "389          https://api.github.com/users/jrob119/orgs   \n",
-       "390         https://api.github.com/users/web-flow/orgs   \n",
-       "391          https://api.github.com/users/jrob119/orgs   \n",
-       "392          https://api.github.com/users/jrob119/orgs   \n",
-       "393         https://api.github.com/users/web-flow/orgs   \n",
-       "394         https://api.github.com/users/web-flow/orgs   \n",
-       "395         https://api.github.com/users/web-flow/orgs   \n",
-       "396         https://api.github.com/users/web-flow/orgs   \n",
-       "397         https://api.github.com/users/web-flow/orgs   \n",
-       "398         https://api.github.com/users/web-flow/orgs   \n",
-       "399         https://api.github.com/users/web-flow/orgs   \n",
-       "400         https://api.github.com/users/web-flow/orgs   \n",
-       "401         https://api.github.com/users/web-flow/orgs   \n",
-       "402          https://api.github.com/users/jrob119/orgs   \n",
-       "403          https://api.github.com/users/jrob119/orgs   \n",
-       "404         https://api.github.com/users/web-flow/orgs   \n",
-       "405         https://api.github.com/users/web-flow/orgs   \n",
-       "406          https://api.github.com/users/jrob119/orgs   \n",
-       "407         https://api.github.com/users/web-flow/orgs   \n",
-       "408          https://api.github.com/users/jrob119/orgs   \n",
-       "409          https://api.github.com/users/jrob119/orgs   \n",
-       "410         https://api.github.com/users/web-flow/orgs   \n",
-       "411          https://api.github.com/users/jrob119/orgs   \n",
-       "412          https://api.github.com/users/jrob119/orgs   \n",
-       "413          https://api.github.com/users/jrob119/orgs   \n",
-       "414          https://api.github.com/users/jrob119/orgs   \n",
-       "415          https://api.github.com/users/jrob119/orgs   \n",
-       "416         https://api.github.com/users/web-flow/orgs   \n",
-       "417         https://api.github.com/users/web-flow/orgs   \n",
-       "418          https://api.github.com/users/jrob119/orgs   \n",
-       "419         https://api.github.com/users/web-flow/orgs   \n",
-       "420         https://api.github.com/users/web-flow/orgs   \n",
-       "421  https://api.github.com/users/dominicbarkerAN/orgs   \n",
-       "422         https://api.github.com/users/web-flow/orgs   \n",
-       "423  https://api.github.com/users/dominicbarkerAN/orgs   \n",
-       "424         https://api.github.com/users/web-flow/orgs   \n",
-       "425  https://api.github.com/users/dominicbarkerAN/orgs   \n",
-       "426         https://api.github.com/users/web-flow/orgs   \n",
-       "427  https://api.github.com/users/dominicbarkerAN/orgs   \n",
-       "428         https://api.github.com/users/web-flow/orgs   \n",
-       "429  https://api.github.com/users/dominicbarkerAN/orgs   \n",
-       "430         https://api.github.com/users/web-flow/orgs   \n",
-       "431  https://api.github.com/users/dominicbarkerAN/orgs   \n",
-       "432         https://api.github.com/users/web-flow/orgs   \n",
-       "433         https://api.github.com/users/web-flow/orgs   \n",
-       "434  https://api.github.com/users/dominicbarkerAN/orgs   \n",
-       "435         https://api.github.com/users/web-flow/orgs   \n",
-       "436          https://api.github.com/users/jrob119/orgs   \n",
-       "437         https://api.github.com/users/web-flow/orgs   \n",
-       "438  https://api.github.com/users/dominicbarkerAN/orgs   \n",
-       "439  https://api.github.com/users/dominicbarkerAN/orgs   \n",
-       "440  https://api.github.com/users/dominicbarkerAN/orgs   \n",
-       "441  https://api.github.com/users/dominicbarkerAN/orgs   \n",
-       "442          https://api.github.com/users/jrob119/orgs   \n",
-       "443          https://api.github.com/users/jrob119/orgs   \n",
-       "444          https://api.github.com/users/jrob119/orgs   \n",
-       "445          https://api.github.com/users/jrob119/orgs   \n",
-       "446          https://api.github.com/users/jrob119/orgs   \n",
-       "447          https://api.github.com/users/jrob119/orgs   \n",
-       "448         https://api.github.com/users/web-flow/orgs   \n",
-       "449  https://api.github.com/users/dominicbarkerAN/orgs   \n",
-       "450         https://api.github.com/users/web-flow/orgs   \n",
-       "451  https://api.github.com/users/dominicbarkerAN/orgs   \n",
-       "452         https://api.github.com/users/web-flow/orgs   \n",
-       "453  https://api.github.com/users/dominicbarkerAN/orgs   \n",
-       "454  https://api.github.com/users/dominicbarkerAN/orgs   \n",
-       "455         https://api.github.com/users/web-flow/orgs   \n",
-       "456  https://api.github.com/users/dominicbarkerAN/orgs   \n",
-       "457         https://api.github.com/users/web-flow/orgs   \n",
-       "458          https://api.github.com/users/jrob119/orgs   \n",
-       "459         https://api.github.com/users/web-flow/orgs   \n",
-       "460          https://api.github.com/users/jrob119/orgs   \n",
-       "461  https://api.github.com/users/dominicbarkerAN/orgs   \n",
-       "462  https://api.github.com/users/dominicbarkerAN/orgs   \n",
-       "463         https://api.github.com/users/web-flow/orgs   \n",
-       "464  https://api.github.com/users/dominicbarkerAN/orgs   \n",
-       "465         https://api.github.com/users/web-flow/orgs   \n",
-       "466  https://api.github.com/users/dominicbarkerAN/orgs   \n",
-       "467         https://api.github.com/users/web-flow/orgs   \n",
-       "468  https://api.github.com/users/dominicbarkerAN/orgs   \n",
-       "469         https://api.github.com/users/web-flow/orgs   \n",
-       "470         https://api.github.com/users/web-flow/orgs   \n",
-       "471         https://api.github.com/users/web-flow/orgs   \n",
-       "472         https://api.github.com/users/web-flow/orgs   \n",
-       "473  https://api.github.com/users/dominicbarkerAN/orgs   \n",
-       "474  https://api.github.com/users/dominicbarkerAN/orgs   \n",
-       "475         https://api.github.com/users/web-flow/orgs   \n",
-       "476  https://api.github.com/users/dominicbarkerAN/orgs   \n",
-       "477  https://api.github.com/users/dominicbarkerAN/orgs   \n",
-       "478         https://api.github.com/users/web-flow/orgs   \n",
-       "479  https://api.github.com/users/dominicbarkerAN/orgs   \n",
-       "480         https://api.github.com/users/web-flow/orgs   \n",
-       "481  https://api.github.com/users/dominicbarkerAN/orgs   \n",
-       "482  https://api.github.com/users/dominicbarkerAN/orgs   \n",
-       "483         https://api.github.com/users/web-flow/orgs   \n",
-       "484          https://api.github.com/users/jrob119/orgs   \n",
-       "485          https://api.github.com/users/jrob119/orgs   \n",
-       "486          https://api.github.com/users/jrob119/orgs   \n",
-       "487                                                NaN   \n",
-       "488                                                NaN   \n",
-       "489                                                NaN   \n",
-       "490                                                NaN   \n",
-       "491         https://api.github.com/users/web-flow/orgs   \n",
-       "492                                                NaN   \n",
-       "493                                                NaN   \n",
-       "494         https://api.github.com/users/web-flow/orgs   \n",
-       "495                                                NaN   \n",
-       "496         https://api.github.com/users/web-flow/orgs   \n",
-       "497          https://api.github.com/users/jrob119/orgs   \n",
-       "498         https://api.github.com/users/web-flow/orgs   \n",
-       "499                                                NaN   \n",
-       "500         https://api.github.com/users/web-flow/orgs   \n",
-       "501                                                NaN   \n",
-       "502         https://api.github.com/users/web-flow/orgs   \n",
-       "503                                                NaN   \n",
-       "504         https://api.github.com/users/web-flow/orgs   \n",
-       "505                                                NaN   \n",
-       "506         https://api.github.com/users/web-flow/orgs   \n",
-       "507                                                NaN   \n",
-       "508         https://api.github.com/users/web-flow/orgs   \n",
-       "509         https://api.github.com/users/web-flow/orgs   \n",
-       "510         https://api.github.com/users/web-flow/orgs   \n",
-       "511          https://api.github.com/users/jrob119/orgs   \n",
-       "512         https://api.github.com/users/web-flow/orgs   \n",
-       "513                                                NaN   \n",
-       "514                                                NaN   \n",
-       "515                                                NaN   \n",
-       "516         https://api.github.com/users/web-flow/orgs   \n",
-       "517          https://api.github.com/users/jrob119/orgs   \n",
-       "518          https://api.github.com/users/jrob119/orgs   \n",
-       "519          https://api.github.com/users/jrob119/orgs   \n",
-       "520         https://api.github.com/users/web-flow/orgs   \n",
-       "521                                                NaN   \n",
-       "522         https://api.github.com/users/web-flow/orgs   \n",
-       "523                                                NaN   \n",
-       "524         https://api.github.com/users/web-flow/orgs   \n",
-       "525                                                NaN   \n",
-       "526         https://api.github.com/users/web-flow/orgs   \n",
-       "527                                                NaN   \n",
-       "528         https://api.github.com/users/web-flow/orgs   \n",
-       "529                                                NaN   \n",
-       "530         https://api.github.com/users/web-flow/orgs   \n",
-       "531                                                NaN   \n",
-       "532                                                NaN   \n",
-       "533          https://api.github.com/users/jrob119/orgs   \n",
-       "534         https://api.github.com/users/web-flow/orgs   \n",
-       "535                                                NaN   \n",
-       "536         https://api.github.com/users/web-flow/orgs   \n",
-       "537          https://api.github.com/users/jrob119/orgs   \n",
-       "538          https://api.github.com/users/jrob119/orgs   \n",
-       "539          https://api.github.com/users/jrob119/orgs   \n",
-       "540         https://api.github.com/users/web-flow/orgs   \n",
-       "541                                                NaN   \n",
-       "542         https://api.github.com/users/web-flow/orgs   \n",
-       "543                                                NaN   \n",
-       "544         https://api.github.com/users/web-flow/orgs   \n",
-       "545                                                NaN   \n",
-       "546         https://api.github.com/users/web-flow/orgs   \n",
-       "547                                                NaN   \n",
-       "548         https://api.github.com/users/web-flow/orgs   \n",
-       "549          https://api.github.com/users/jrob119/orgs   \n",
-       "550          https://api.github.com/users/jrob119/orgs   \n",
-       "551         https://api.github.com/users/web-flow/orgs   \n",
-       "552          https://api.github.com/users/jrob119/orgs   \n",
-       "553         https://api.github.com/users/web-flow/orgs   \n",
-       "554          https://api.github.com/users/jrob119/orgs   \n",
-       "555          https://api.github.com/users/jrob119/orgs   \n",
-       "556          https://api.github.com/users/jrob119/orgs   \n",
-       "557          https://api.github.com/users/jrob119/orgs   \n",
-       "558                                                NaN   \n",
-       "559         https://api.github.com/users/web-flow/orgs   \n",
-       "560          https://api.github.com/users/jrob119/orgs   \n",
-       "561          https://api.github.com/users/jrob119/orgs   \n",
-       "562          https://api.github.com/users/jrob119/orgs   \n",
-       "563          https://api.github.com/users/jrob119/orgs   \n",
-       "564          https://api.github.com/users/jrob119/orgs   \n",
-       "565          https://api.github.com/users/jrob119/orgs   \n",
-       "566          https://api.github.com/users/jrob119/orgs   \n",
-       "567          https://api.github.com/users/jrob119/orgs   \n",
-       "568          https://api.github.com/users/jrob119/orgs   \n",
-       "569          https://api.github.com/users/jrob119/orgs   \n",
-       "570          https://api.github.com/users/jrob119/orgs   \n",
-       "571          https://api.github.com/users/jrob119/orgs   \n",
-       "572          https://api.github.com/users/jrob119/orgs   \n",
-       "573          https://api.github.com/users/jrob119/orgs   \n",
-       "574          https://api.github.com/users/jrob119/orgs   \n",
-       "575          https://api.github.com/users/jrob119/orgs   \n",
-       "576          https://api.github.com/users/jrob119/orgs   \n",
-       "577          https://api.github.com/users/jrob119/orgs   \n",
-       "578          https://api.github.com/users/jrob119/orgs   \n",
-       "579          https://api.github.com/users/jrob119/orgs   \n",
-       "580          https://api.github.com/users/jrob119/orgs   \n",
-       "581          https://api.github.com/users/jrob119/orgs   \n",
-       "582          https://api.github.com/users/jrob119/orgs   \n",
-       "583          https://api.github.com/users/jrob119/orgs   \n",
-       "584          https://api.github.com/users/jrob119/orgs   \n",
-       "585          https://api.github.com/users/jrob119/orgs   \n",
-       "586          https://api.github.com/users/jrob119/orgs   \n",
-       "587          https://api.github.com/users/jrob119/orgs   \n",
-       "588          https://api.github.com/users/jrob119/orgs   \n",
-       "589          https://api.github.com/users/jrob119/orgs   \n",
-       "590          https://api.github.com/users/jrob119/orgs   \n",
-       "591          https://api.github.com/users/jrob119/orgs   \n",
-       "592          https://api.github.com/users/jrob119/orgs   \n",
-       "593         https://api.github.com/users/web-flow/orgs   \n",
-       "594                                                NaN   \n",
-       "595         https://api.github.com/users/web-flow/orgs   \n",
-       "596                                                NaN   \n",
-       "597         https://api.github.com/users/web-flow/orgs   \n",
-       "598         https://api.github.com/users/web-flow/orgs   \n",
-       "599                                                NaN   \n",
-       "600                                                NaN   \n",
-       "601         https://api.github.com/users/web-flow/orgs   \n",
-       "602                                                NaN   \n",
-       "603                                                NaN   \n",
-       "604                                                NaN   \n",
-       "605                                                NaN   \n",
-       "606                                                NaN   \n",
-       "607                                                NaN   \n",
-       "608                                                NaN   \n",
-       "609                                                NaN   \n",
-       "610                                                NaN   \n",
-       "611         https://api.github.com/users/web-flow/orgs   \n",
-       "612         https://api.github.com/users/web-flow/orgs   \n",
-       "613          https://api.github.com/users/jrob119/orgs   \n",
-       "614         https://api.github.com/users/web-flow/orgs   \n",
-       "615       https://api.github.com/users/ipd-deploy/orgs   \n",
-       "616       https://api.github.com/users/ipd-deploy/orgs   \n",
-       "617       https://api.github.com/users/ipd-deploy/orgs   \n",
-       "618       https://api.github.com/users/ipd-deploy/orgs   \n",
-       "619       https://api.github.com/users/ipd-deploy/orgs   \n",
-       "620       https://api.github.com/users/ipd-deploy/orgs   \n",
-       "621         https://api.github.com/users/web-flow/orgs   \n",
-       "622                                                NaN   \n",
-       "623         https://api.github.com/users/web-flow/orgs   \n",
-       "624       https://api.github.com/users/ipd-deploy/orgs   \n",
-       "625         https://api.github.com/users/web-flow/orgs   \n",
-       "626                                                NaN   \n",
-       "627         https://api.github.com/users/web-flow/orgs   \n",
-       "628                                                NaN   \n",
-       "629         https://api.github.com/users/web-flow/orgs   \n",
-       "630  https://api.github.com/users/dominicbarkerAN/orgs   \n",
-       "631  https://api.github.com/users/dominicbarkerAN/orgs   \n",
-       "632         https://api.github.com/users/web-flow/orgs   \n",
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-       "367         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "368          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "369          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "370         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "371         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "372         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "373         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "374          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "375         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "376          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "377         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "378          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "379         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "380          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "381         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "382          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "383         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "384         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "385                                                            NaN   \n",
-       "386         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "387          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "388                                                            NaN   \n",
-       "389          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "390         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "391          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "392          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "393         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "394         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "395         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "396         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "397         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "398         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "399         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "400         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "401         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "402          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "403          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "404         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "405         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "406          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "407         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "408          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "409          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "410         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "411          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "412          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "413          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "414          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "415          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "416         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "417         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "418          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "419         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "420         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "421  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "422         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "423  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "424         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "425  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "426         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "427  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "428         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "429  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "430         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "431  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "432         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "433         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "434  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "435         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "436          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "437         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "438  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "439  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "440  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "441  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "442          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "443          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "444          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "445          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "446          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "447          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "448         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "449  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "450         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "451  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "452         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "453  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "454  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "455         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "456  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "457         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "458          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "459         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "460          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "461  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "462  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "463         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "464  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "465         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "466  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "467         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "468  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "469         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "470         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "471         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "472         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "473  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "474  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "475         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "476  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "477  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "478         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "479  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "480         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "481  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "482  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "483         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "484          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "485          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "486          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "487                                                            NaN   \n",
-       "488                                                            NaN   \n",
-       "489                                                            NaN   \n",
-       "490                                                            NaN   \n",
-       "491         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "492                                                            NaN   \n",
-       "493                                                            NaN   \n",
-       "494         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "495                                                            NaN   \n",
-       "496         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "497          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "498         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "499                                                            NaN   \n",
-       "500         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "501                                                            NaN   \n",
-       "502         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "503                                                            NaN   \n",
-       "504         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "505                                                            NaN   \n",
-       "506         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "507                                                            NaN   \n",
-       "508         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "509         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "510         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "511          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "512         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "513                                                            NaN   \n",
-       "514                                                            NaN   \n",
-       "515                                                            NaN   \n",
-       "516         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "517          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "518          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "519          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "520         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "521                                                            NaN   \n",
-       "522         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "523                                                            NaN   \n",
-       "524         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "525                                                            NaN   \n",
-       "526         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "527                                                            NaN   \n",
-       "528         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "529                                                            NaN   \n",
-       "530         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "531                                                            NaN   \n",
-       "532                                                            NaN   \n",
-       "533          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "534         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "535                                                            NaN   \n",
-       "536         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "537          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "538          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "539          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "540         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "541                                                            NaN   \n",
-       "542         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "543                                                            NaN   \n",
-       "544         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "545                                                            NaN   \n",
-       "546         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "547                                                            NaN   \n",
-       "548         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "549          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "550          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "551         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "552          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "553         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "554          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "555          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "556          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "557          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "558                                                            NaN   \n",
-       "559         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "560          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "561          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "562          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "563          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "564          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "565          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "566          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "567          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "568          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "569          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "570          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "571          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "572          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "573          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "574          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "575          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "576          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "577          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "578          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "579          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "580          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "581          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "582          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "583          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "584          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "585          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "586          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "587          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "588          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "589          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "590          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "591          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "592          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "593         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "594                                                            NaN   \n",
-       "595         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "596                                                            NaN   \n",
-       "597         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "598         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "599                                                            NaN   \n",
-       "600                                                            NaN   \n",
-       "601         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "602                                                            NaN   \n",
-       "603                                                            NaN   \n",
-       "604                                                            NaN   \n",
-       "605                                                            NaN   \n",
-       "606                                                            NaN   \n",
-       "607                                                            NaN   \n",
-       "608                                                            NaN   \n",
-       "609                                                            NaN   \n",
-       "610                                                            NaN   \n",
-       "611         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "612         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "613          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "614         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "615       https://api.github.com/users/ipd-deploy/events{/privacy}   \n",
-       "616       https://api.github.com/users/ipd-deploy/events{/privacy}   \n",
-       "617       https://api.github.com/users/ipd-deploy/events{/privacy}   \n",
-       "618       https://api.github.com/users/ipd-deploy/events{/privacy}   \n",
-       "619       https://api.github.com/users/ipd-deploy/events{/privacy}   \n",
-       "620       https://api.github.com/users/ipd-deploy/events{/privacy}   \n",
-       "621         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "622                                                            NaN   \n",
-       "623         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "624       https://api.github.com/users/ipd-deploy/events{/privacy}   \n",
-       "625         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "626                                                            NaN   \n",
-       "627         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "628                                                            NaN   \n",
-       "629         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "630  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "631  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
-       "632         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "633          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "634          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "635          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "636         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "637          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "638         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "639          https://api.github.com/users/jrob119/events{/privacy}   \n",
-       "640         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "641                                                            NaN   \n",
-       "642         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "643         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "644         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "645                                                            NaN   \n",
-       "646                                                            NaN   \n",
-       "647         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "648         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "649                                                            NaN   \n",
-       "650                                                            NaN   \n",
-       "651         https://api.github.com/users/web-flow/events{/privacy}   \n",
-       "652                                                            NaN   \n",
-       "653                                                            NaN   \n",
-       "654                                                            NaN   \n",
-       "655         https://api.github.com/users/web-flow/events{/privacy}   \n",
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-       "668         https://api.github.com/users/web-flow/events{/privacy}   \n",
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-       "674  https://api.github.com/users/dominicbarkerAN/events{/privacy}   \n",
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-       "734  https://api.github.com/users/michaelcooperAN/events{/privacy}   \n",
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-       "736         https://api.github.com/users/web-flow/events{/privacy}   \n",
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-       "\n",
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-       "230          https://api.github.com/users/jrob119/received_events   \n",
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-       "232          https://api.github.com/users/jrob119/received_events   \n",
-       "233         https://api.github.com/users/web-flow/received_events   \n",
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-       "236          https://api.github.com/users/jrob119/received_events   \n",
-       "237         https://api.github.com/users/web-flow/received_events   \n",
-       "238          https://api.github.com/users/jrob119/received_events   \n",
-       "239          https://api.github.com/users/jrob119/received_events   \n",
-       "240          https://api.github.com/users/jrob119/received_events   \n",
-       "241          https://api.github.com/users/jrob119/received_events   \n",
-       "242          https://api.github.com/users/jrob119/received_events   \n",
-       "243         https://api.github.com/users/web-flow/received_events   \n",
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-       "249          https://api.github.com/users/jrob119/received_events   \n",
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-       "257          https://api.github.com/users/jrob119/received_events   \n",
-       "258          https://api.github.com/users/jrob119/received_events   \n",
-       "259          https://api.github.com/users/jrob119/received_events   \n",
-       "260          https://api.github.com/users/jrob119/received_events   \n",
-       "261          https://api.github.com/users/jrob119/received_events   \n",
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-       "265          https://api.github.com/users/jrob119/received_events   \n",
-       "266          https://api.github.com/users/jrob119/received_events   \n",
-       "267          https://api.github.com/users/jrob119/received_events   \n",
-       "268          https://api.github.com/users/jrob119/received_events   \n",
-       "269          https://api.github.com/users/jrob119/received_events   \n",
-       "270          https://api.github.com/users/jrob119/received_events   \n",
-       "271          https://api.github.com/users/jrob119/received_events   \n",
-       "272          https://api.github.com/users/jrob119/received_events   \n",
-       "273          https://api.github.com/users/jrob119/received_events   \n",
-       "274          https://api.github.com/users/jrob119/received_events   \n",
-       "275          https://api.github.com/users/jrob119/received_events   \n",
-       "276          https://api.github.com/users/jrob119/received_events   \n",
-       "277          https://api.github.com/users/jrob119/received_events   \n",
-       "278          https://api.github.com/users/jrob119/received_events   \n",
-       "279          https://api.github.com/users/jrob119/received_events   \n",
-       "280          https://api.github.com/users/jrob119/received_events   \n",
-       "281          https://api.github.com/users/jrob119/received_events   \n",
-       "282          https://api.github.com/users/jrob119/received_events   \n",
-       "283          https://api.github.com/users/jrob119/received_events   \n",
-       "284          https://api.github.com/users/jrob119/received_events   \n",
-       "285          https://api.github.com/users/jrob119/received_events   \n",
-       "286          https://api.github.com/users/jrob119/received_events   \n",
-       "287          https://api.github.com/users/jrob119/received_events   \n",
-       "288          https://api.github.com/users/jrob119/received_events   \n",
-       "289         https://api.github.com/users/web-flow/received_events   \n",
-       "290          https://api.github.com/users/jrob119/received_events   \n",
-       "291         https://api.github.com/users/web-flow/received_events   \n",
-       "292          https://api.github.com/users/jrob119/received_events   \n",
-       "293         https://api.github.com/users/web-flow/received_events   \n",
-       "294          https://api.github.com/users/jrob119/received_events   \n",
-       "295         https://api.github.com/users/web-flow/received_events   \n",
-       "296          https://api.github.com/users/jrob119/received_events   \n",
-       "297          https://api.github.com/users/jrob119/received_events   \n",
-       "298         https://api.github.com/users/web-flow/received_events   \n",
-       "299          https://api.github.com/users/jrob119/received_events   \n",
-       "300         https://api.github.com/users/web-flow/received_events   \n",
-       "301          https://api.github.com/users/jrob119/received_events   \n",
-       "302         https://api.github.com/users/web-flow/received_events   \n",
-       "303          https://api.github.com/users/jrob119/received_events   \n",
-       "304         https://api.github.com/users/web-flow/received_events   \n",
-       "305          https://api.github.com/users/jrob119/received_events   \n",
-       "306          https://api.github.com/users/jrob119/received_events   \n",
-       "307          https://api.github.com/users/jrob119/received_events   \n",
-       "308         https://api.github.com/users/web-flow/received_events   \n",
-       "309         https://api.github.com/users/web-flow/received_events   \n",
-       "310         https://api.github.com/users/web-flow/received_events   \n",
-       "311         https://api.github.com/users/web-flow/received_events   \n",
-       "312         https://api.github.com/users/web-flow/received_events   \n",
-       "313         https://api.github.com/users/web-flow/received_events   \n",
-       "314         https://api.github.com/users/web-flow/received_events   \n",
-       "315         https://api.github.com/users/web-flow/received_events   \n",
-       "316         https://api.github.com/users/web-flow/received_events   \n",
-       "317         https://api.github.com/users/web-flow/received_events   \n",
-       "318          https://api.github.com/users/jrob119/received_events   \n",
-       "319         https://api.github.com/users/web-flow/received_events   \n",
-       "320          https://api.github.com/users/jrob119/received_events   \n",
-       "321          https://api.github.com/users/jrob119/received_events   \n",
-       "322          https://api.github.com/users/jrob119/received_events   \n",
-       "323         https://api.github.com/users/web-flow/received_events   \n",
-       "324          https://api.github.com/users/jrob119/received_events   \n",
-       "325         https://api.github.com/users/web-flow/received_events   \n",
-       "326          https://api.github.com/users/jrob119/received_events   \n",
-       "327         https://api.github.com/users/web-flow/received_events   \n",
-       "328          https://api.github.com/users/jrob119/received_events   \n",
-       "329         https://api.github.com/users/web-flow/received_events   \n",
-       "330          https://api.github.com/users/jrob119/received_events   \n",
-       "331         https://api.github.com/users/web-flow/received_events   \n",
-       "332          https://api.github.com/users/jrob119/received_events   \n",
-       "333         https://api.github.com/users/web-flow/received_events   \n",
-       "334          https://api.github.com/users/jrob119/received_events   \n",
-       "335          https://api.github.com/users/jrob119/received_events   \n",
-       "336         https://api.github.com/users/web-flow/received_events   \n",
-       "337          https://api.github.com/users/jrob119/received_events   \n",
-       "338         https://api.github.com/users/web-flow/received_events   \n",
-       "339         https://api.github.com/users/web-flow/received_events   \n",
-       "340         https://api.github.com/users/web-flow/received_events   \n",
-       "341         https://api.github.com/users/web-flow/received_events   \n",
-       "342         https://api.github.com/users/web-flow/received_events   \n",
-       "343         https://api.github.com/users/web-flow/received_events   \n",
-       "344         https://api.github.com/users/web-flow/received_events   \n",
-       "345          https://api.github.com/users/jrob119/received_events   \n",
-       "346          https://api.github.com/users/jrob119/received_events   \n",
-       "347         https://api.github.com/users/web-flow/received_events   \n",
-       "348          https://api.github.com/users/jrob119/received_events   \n",
-       "349          https://api.github.com/users/jrob119/received_events   \n",
-       "350          https://api.github.com/users/jrob119/received_events   \n",
-       "351         https://api.github.com/users/web-flow/received_events   \n",
-       "352          https://api.github.com/users/jrob119/received_events   \n",
-       "353          https://api.github.com/users/jrob119/received_events   \n",
-       "354          https://api.github.com/users/jrob119/received_events   \n",
-       "355          https://api.github.com/users/jrob119/received_events   \n",
-       "356          https://api.github.com/users/jrob119/received_events   \n",
-       "357          https://api.github.com/users/jrob119/received_events   \n",
-       "358          https://api.github.com/users/jrob119/received_events   \n",
-       "359          https://api.github.com/users/jrob119/received_events   \n",
-       "360          https://api.github.com/users/jrob119/received_events   \n",
-       "361         https://api.github.com/users/web-flow/received_events   \n",
-       "362          https://api.github.com/users/jrob119/received_events   \n",
-       "363         https://api.github.com/users/web-flow/received_events   \n",
-       "364          https://api.github.com/users/jrob119/received_events   \n",
-       "365         https://api.github.com/users/web-flow/received_events   \n",
-       "366          https://api.github.com/users/jrob119/received_events   \n",
-       "367         https://api.github.com/users/web-flow/received_events   \n",
-       "368          https://api.github.com/users/jrob119/received_events   \n",
-       "369          https://api.github.com/users/jrob119/received_events   \n",
-       "370         https://api.github.com/users/web-flow/received_events   \n",
-       "371         https://api.github.com/users/web-flow/received_events   \n",
-       "372         https://api.github.com/users/web-flow/received_events   \n",
-       "373         https://api.github.com/users/web-flow/received_events   \n",
-       "374          https://api.github.com/users/jrob119/received_events   \n",
-       "375         https://api.github.com/users/web-flow/received_events   \n",
-       "376          https://api.github.com/users/jrob119/received_events   \n",
-       "377         https://api.github.com/users/web-flow/received_events   \n",
-       "378          https://api.github.com/users/jrob119/received_events   \n",
-       "379         https://api.github.com/users/web-flow/received_events   \n",
-       "380          https://api.github.com/users/jrob119/received_events   \n",
-       "381         https://api.github.com/users/web-flow/received_events   \n",
-       "382          https://api.github.com/users/jrob119/received_events   \n",
-       "383         https://api.github.com/users/web-flow/received_events   \n",
-       "384         https://api.github.com/users/web-flow/received_events   \n",
-       "385                                                           NaN   \n",
-       "386         https://api.github.com/users/web-flow/received_events   \n",
-       "387          https://api.github.com/users/jrob119/received_events   \n",
-       "388                                                           NaN   \n",
-       "389          https://api.github.com/users/jrob119/received_events   \n",
-       "390         https://api.github.com/users/web-flow/received_events   \n",
-       "391          https://api.github.com/users/jrob119/received_events   \n",
-       "392          https://api.github.com/users/jrob119/received_events   \n",
-       "393         https://api.github.com/users/web-flow/received_events   \n",
-       "394         https://api.github.com/users/web-flow/received_events   \n",
-       "395         https://api.github.com/users/web-flow/received_events   \n",
-       "396         https://api.github.com/users/web-flow/received_events   \n",
-       "397         https://api.github.com/users/web-flow/received_events   \n",
-       "398         https://api.github.com/users/web-flow/received_events   \n",
-       "399         https://api.github.com/users/web-flow/received_events   \n",
-       "400         https://api.github.com/users/web-flow/received_events   \n",
-       "401         https://api.github.com/users/web-flow/received_events   \n",
-       "402          https://api.github.com/users/jrob119/received_events   \n",
-       "403          https://api.github.com/users/jrob119/received_events   \n",
-       "404         https://api.github.com/users/web-flow/received_events   \n",
-       "405         https://api.github.com/users/web-flow/received_events   \n",
-       "406          https://api.github.com/users/jrob119/received_events   \n",
-       "407         https://api.github.com/users/web-flow/received_events   \n",
-       "408          https://api.github.com/users/jrob119/received_events   \n",
-       "409          https://api.github.com/users/jrob119/received_events   \n",
-       "410         https://api.github.com/users/web-flow/received_events   \n",
-       "411          https://api.github.com/users/jrob119/received_events   \n",
-       "412          https://api.github.com/users/jrob119/received_events   \n",
-       "413          https://api.github.com/users/jrob119/received_events   \n",
-       "414          https://api.github.com/users/jrob119/received_events   \n",
-       "415          https://api.github.com/users/jrob119/received_events   \n",
-       "416         https://api.github.com/users/web-flow/received_events   \n",
-       "417         https://api.github.com/users/web-flow/received_events   \n",
-       "418          https://api.github.com/users/jrob119/received_events   \n",
-       "419         https://api.github.com/users/web-flow/received_events   \n",
-       "420         https://api.github.com/users/web-flow/received_events   \n",
-       "421  https://api.github.com/users/dominicbarkerAN/received_events   \n",
-       "422         https://api.github.com/users/web-flow/received_events   \n",
-       "423  https://api.github.com/users/dominicbarkerAN/received_events   \n",
-       "424         https://api.github.com/users/web-flow/received_events   \n",
-       "425  https://api.github.com/users/dominicbarkerAN/received_events   \n",
-       "426         https://api.github.com/users/web-flow/received_events   \n",
-       "427  https://api.github.com/users/dominicbarkerAN/received_events   \n",
-       "428         https://api.github.com/users/web-flow/received_events   \n",
-       "429  https://api.github.com/users/dominicbarkerAN/received_events   \n",
-       "430         https://api.github.com/users/web-flow/received_events   \n",
-       "431  https://api.github.com/users/dominicbarkerAN/received_events   \n",
-       "432         https://api.github.com/users/web-flow/received_events   \n",
-       "433         https://api.github.com/users/web-flow/received_events   \n",
-       "434  https://api.github.com/users/dominicbarkerAN/received_events   \n",
-       "435         https://api.github.com/users/web-flow/received_events   \n",
-       "436          https://api.github.com/users/jrob119/received_events   \n",
-       "437         https://api.github.com/users/web-flow/received_events   \n",
-       "438  https://api.github.com/users/dominicbarkerAN/received_events   \n",
-       "439  https://api.github.com/users/dominicbarkerAN/received_events   \n",
-       "440  https://api.github.com/users/dominicbarkerAN/received_events   \n",
-       "441  https://api.github.com/users/dominicbarkerAN/received_events   \n",
-       "442          https://api.github.com/users/jrob119/received_events   \n",
-       "443          https://api.github.com/users/jrob119/received_events   \n",
-       "444          https://api.github.com/users/jrob119/received_events   \n",
-       "445          https://api.github.com/users/jrob119/received_events   \n",
-       "446          https://api.github.com/users/jrob119/received_events   \n",
-       "447          https://api.github.com/users/jrob119/received_events   \n",
-       "448         https://api.github.com/users/web-flow/received_events   \n",
-       "449  https://api.github.com/users/dominicbarkerAN/received_events   \n",
-       "450         https://api.github.com/users/web-flow/received_events   \n",
-       "451  https://api.github.com/users/dominicbarkerAN/received_events   \n",
-       "452         https://api.github.com/users/web-flow/received_events   \n",
-       "453  https://api.github.com/users/dominicbarkerAN/received_events   \n",
-       "454  https://api.github.com/users/dominicbarkerAN/received_events   \n",
-       "455         https://api.github.com/users/web-flow/received_events   \n",
-       "456  https://api.github.com/users/dominicbarkerAN/received_events   \n",
-       "457         https://api.github.com/users/web-flow/received_events   \n",
-       "458          https://api.github.com/users/jrob119/received_events   \n",
-       "459         https://api.github.com/users/web-flow/received_events   \n",
-       "460          https://api.github.com/users/jrob119/received_events   \n",
-       "461  https://api.github.com/users/dominicbarkerAN/received_events   \n",
-       "462  https://api.github.com/users/dominicbarkerAN/received_events   \n",
-       "463         https://api.github.com/users/web-flow/received_events   \n",
-       "464  https://api.github.com/users/dominicbarkerAN/received_events   \n",
-       "465         https://api.github.com/users/web-flow/received_events   \n",
-       "466  https://api.github.com/users/dominicbarkerAN/received_events   \n",
-       "467         https://api.github.com/users/web-flow/received_events   \n",
-       "468  https://api.github.com/users/dominicbarkerAN/received_events   \n",
-       "469         https://api.github.com/users/web-flow/received_events   \n",
-       "470         https://api.github.com/users/web-flow/received_events   \n",
-       "471         https://api.github.com/users/web-flow/received_events   \n",
-       "472         https://api.github.com/users/web-flow/received_events   \n",
-       "473  https://api.github.com/users/dominicbarkerAN/received_events   \n",
-       "474  https://api.github.com/users/dominicbarkerAN/received_events   \n",
-       "475         https://api.github.com/users/web-flow/received_events   \n",
-       "476  https://api.github.com/users/dominicbarkerAN/received_events   \n",
-       "477  https://api.github.com/users/dominicbarkerAN/received_events   \n",
-       "478         https://api.github.com/users/web-flow/received_events   \n",
-       "479  https://api.github.com/users/dominicbarkerAN/received_events   \n",
-       "480         https://api.github.com/users/web-flow/received_events   \n",
-       "481  https://api.github.com/users/dominicbarkerAN/received_events   \n",
-       "482  https://api.github.com/users/dominicbarkerAN/received_events   \n",
-       "483         https://api.github.com/users/web-flow/received_events   \n",
-       "484          https://api.github.com/users/jrob119/received_events   \n",
-       "485          https://api.github.com/users/jrob119/received_events   \n",
-       "486          https://api.github.com/users/jrob119/received_events   \n",
-       "487                                                           NaN   \n",
-       "488                                                           NaN   \n",
-       "489                                                           NaN   \n",
-       "490                                                           NaN   \n",
-       "491         https://api.github.com/users/web-flow/received_events   \n",
-       "492                                                           NaN   \n",
-       "493                                                           NaN   \n",
-       "494         https://api.github.com/users/web-flow/received_events   \n",
-       "495                                                           NaN   \n",
-       "496         https://api.github.com/users/web-flow/received_events   \n",
-       "497          https://api.github.com/users/jrob119/received_events   \n",
-       "498         https://api.github.com/users/web-flow/received_events   \n",
-       "499                                                           NaN   \n",
-       "500         https://api.github.com/users/web-flow/received_events   \n",
-       "501                                                           NaN   \n",
-       "502         https://api.github.com/users/web-flow/received_events   \n",
-       "503                                                           NaN   \n",
-       "504         https://api.github.com/users/web-flow/received_events   \n",
-       "505                                                           NaN   \n",
-       "506         https://api.github.com/users/web-flow/received_events   \n",
-       "507                                                           NaN   \n",
-       "508         https://api.github.com/users/web-flow/received_events   \n",
-       "509         https://api.github.com/users/web-flow/received_events   \n",
-       "510         https://api.github.com/users/web-flow/received_events   \n",
-       "511          https://api.github.com/users/jrob119/received_events   \n",
-       "512         https://api.github.com/users/web-flow/received_events   \n",
-       "513                                                           NaN   \n",
-       "514                                                           NaN   \n",
-       "515                                                           NaN   \n",
-       "516         https://api.github.com/users/web-flow/received_events   \n",
-       "517          https://api.github.com/users/jrob119/received_events   \n",
-       "518          https://api.github.com/users/jrob119/received_events   \n",
-       "519          https://api.github.com/users/jrob119/received_events   \n",
-       "520         https://api.github.com/users/web-flow/received_events   \n",
-       "521                                                           NaN   \n",
-       "522         https://api.github.com/users/web-flow/received_events   \n",
-       "523                                                           NaN   \n",
-       "524         https://api.github.com/users/web-flow/received_events   \n",
-       "525                                                           NaN   \n",
-       "526         https://api.github.com/users/web-flow/received_events   \n",
-       "527                                                           NaN   \n",
-       "528         https://api.github.com/users/web-flow/received_events   \n",
-       "529                                                           NaN   \n",
-       "530         https://api.github.com/users/web-flow/received_events   \n",
-       "531                                                           NaN   \n",
-       "532                                                           NaN   \n",
-       "533          https://api.github.com/users/jrob119/received_events   \n",
-       "534         https://api.github.com/users/web-flow/received_events   \n",
-       "535                                                           NaN   \n",
-       "536         https://api.github.com/users/web-flow/received_events   \n",
-       "537          https://api.github.com/users/jrob119/received_events   \n",
-       "538          https://api.github.com/users/jrob119/received_events   \n",
-       "539          https://api.github.com/users/jrob119/received_events   \n",
-       "540         https://api.github.com/users/web-flow/received_events   \n",
-       "541                                                           NaN   \n",
-       "542         https://api.github.com/users/web-flow/received_events   \n",
-       "543                                                           NaN   \n",
-       "544         https://api.github.com/users/web-flow/received_events   \n",
-       "545                                                           NaN   \n",
-       "546         https://api.github.com/users/web-flow/received_events   \n",
-       "547                                                           NaN   \n",
-       "548         https://api.github.com/users/web-flow/received_events   \n",
-       "549          https://api.github.com/users/jrob119/received_events   \n",
-       "550          https://api.github.com/users/jrob119/received_events   \n",
-       "551         https://api.github.com/users/web-flow/received_events   \n",
-       "552          https://api.github.com/users/jrob119/received_events   \n",
-       "553         https://api.github.com/users/web-flow/received_events   \n",
-       "554          https://api.github.com/users/jrob119/received_events   \n",
-       "555          https://api.github.com/users/jrob119/received_events   \n",
-       "556          https://api.github.com/users/jrob119/received_events   \n",
-       "557          https://api.github.com/users/jrob119/received_events   \n",
-       "558                                                           NaN   \n",
-       "559         https://api.github.com/users/web-flow/received_events   \n",
-       "560          https://api.github.com/users/jrob119/received_events   \n",
-       "561          https://api.github.com/users/jrob119/received_events   \n",
-       "562          https://api.github.com/users/jrob119/received_events   \n",
-       "563          https://api.github.com/users/jrob119/received_events   \n",
-       "564          https://api.github.com/users/jrob119/received_events   \n",
-       "565          https://api.github.com/users/jrob119/received_events   \n",
-       "566          https://api.github.com/users/jrob119/received_events   \n",
-       "567          https://api.github.com/users/jrob119/received_events   \n",
-       "568          https://api.github.com/users/jrob119/received_events   \n",
-       "569          https://api.github.com/users/jrob119/received_events   \n",
-       "570          https://api.github.com/users/jrob119/received_events   \n",
-       "571          https://api.github.com/users/jrob119/received_events   \n",
-       "572          https://api.github.com/users/jrob119/received_events   \n",
-       "573          https://api.github.com/users/jrob119/received_events   \n",
-       "574          https://api.github.com/users/jrob119/received_events   \n",
-       "575          https://api.github.com/users/jrob119/received_events   \n",
-       "576          https://api.github.com/users/jrob119/received_events   \n",
-       "577          https://api.github.com/users/jrob119/received_events   \n",
-       "578          https://api.github.com/users/jrob119/received_events   \n",
-       "579          https://api.github.com/users/jrob119/received_events   \n",
-       "580          https://api.github.com/users/jrob119/received_events   \n",
-       "581          https://api.github.com/users/jrob119/received_events   \n",
-       "582          https://api.github.com/users/jrob119/received_events   \n",
-       "583          https://api.github.com/users/jrob119/received_events   \n",
-       "584          https://api.github.com/users/jrob119/received_events   \n",
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-       "586          https://api.github.com/users/jrob119/received_events   \n",
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-       "588          https://api.github.com/users/jrob119/received_events   \n",
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-       "590          https://api.github.com/users/jrob119/received_events   \n",
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-       "592          https://api.github.com/users/jrob119/received_events   \n",
-       "593         https://api.github.com/users/web-flow/received_events   \n",
-       "594                                                           NaN   \n",
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-       "596                                                           NaN   \n",
-       "597         https://api.github.com/users/web-flow/received_events   \n",
-       "598         https://api.github.com/users/web-flow/received_events   \n",
-       "599                                                           NaN   \n",
-       "600                                                           NaN   \n",
-       "601         https://api.github.com/users/web-flow/received_events   \n",
-       "602                                                           NaN   \n",
-       "603                                                           NaN   \n",
-       "604                                                           NaN   \n",
-       "605                                                           NaN   \n",
-       "606                                                           NaN   \n",
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-       "608                                                           NaN   \n",
-       "609                                                           NaN   \n",
-       "610                                                           NaN   \n",
-       "611         https://api.github.com/users/web-flow/received_events   \n",
-       "612         https://api.github.com/users/web-flow/received_events   \n",
-       "613          https://api.github.com/users/jrob119/received_events   \n",
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-       "620       https://api.github.com/users/ipd-deploy/received_events   \n",
-       "621         https://api.github.com/users/web-flow/received_events   \n",
-       "622                                                           NaN   \n",
-       "623         https://api.github.com/users/web-flow/received_events   \n",
-       "624       https://api.github.com/users/ipd-deploy/received_events   \n",
-       "625         https://api.github.com/users/web-flow/received_events   \n",
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-       "627         https://api.github.com/users/web-flow/received_events   \n",
-       "628                                                           NaN   \n",
-       "629         https://api.github.com/users/web-flow/received_events   \n",
-       "630  https://api.github.com/users/dominicbarkerAN/received_events   \n",
-       "631  https://api.github.com/users/dominicbarkerAN/received_events   \n",
-       "632         https://api.github.com/users/web-flow/received_events   \n",
-       "633          https://api.github.com/users/jrob119/received_events   \n",
-       "634          https://api.github.com/users/jrob119/received_events   \n",
-       "635          https://api.github.com/users/jrob119/received_events   \n",
-       "636         https://api.github.com/users/web-flow/received_events   \n",
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-       "638         https://api.github.com/users/web-flow/received_events   \n",
-       "639          https://api.github.com/users/jrob119/received_events   \n",
-       "640         https://api.github.com/users/web-flow/received_events   \n",
-       "641                                                           NaN   \n",
-       "642         https://api.github.com/users/web-flow/received_events   \n",
-       "643         https://api.github.com/users/web-flow/received_events   \n",
-       "644         https://api.github.com/users/web-flow/received_events   \n",
-       "645                                                           NaN   \n",
-       "646                                                           NaN   \n",
-       "647         https://api.github.com/users/web-flow/received_events   \n",
-       "648         https://api.github.com/users/web-flow/received_events   \n",
-       "649                                                           NaN   \n",
-       "650                                                           NaN   \n",
-       "651         https://api.github.com/users/web-flow/received_events   \n",
-       "652                                                           NaN   \n",
-       "653                                                           NaN   \n",
-       "654                                                           NaN   \n",
-       "655         https://api.github.com/users/web-flow/received_events   \n",
-       "656  https://api.github.com/users/dominicbarkerAN/received_events   \n",
-       "657         https://api.github.com/users/web-flow/received_events   \n",
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-       "660  https://api.github.com/users/dominicbarkerAN/received_events   \n",
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-       "662         https://api.github.com/users/web-flow/received_events   \n",
-       "663                                                           NaN   \n",
-       "664                                                           NaN   \n",
-       "665                                                           NaN   \n",
-       "666                                                           NaN   \n",
-       "667  https://api.github.com/users/dominicbarkerAN/received_events   \n",
-       "668         https://api.github.com/users/web-flow/received_events   \n",
-       "669                                                           NaN   \n",
-       "670         https://api.github.com/users/web-flow/received_events   \n",
-       "671                                                           NaN   \n",
-       "672                                                           NaN   \n",
-       "673         https://api.github.com/users/web-flow/received_events   \n",
-       "674  https://api.github.com/users/dominicbarkerAN/received_events   \n",
-       "675         https://api.github.com/users/web-flow/received_events   \n",
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-       "721         https://api.github.com/users/web-flow/received_events   \n",
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-       "723         https://api.github.com/users/web-flow/received_events   \n",
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-       "727         https://api.github.com/users/web-flow/received_events   \n",
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-       "731         https://api.github.com/users/web-flow/received_events   \n",
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-       "733         https://api.github.com/users/web-flow/received_events   \n",
-       "734  https://api.github.com/users/michaelcooperAN/received_events   \n",
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-       "736         https://api.github.com/users/web-flow/received_events   \n",
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-       "\n",
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-       "\n",
-       "                                                                                   parents.1.url  \\\n",
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-       "7    https://api.github.com/repos/ANHIG/IMGTHLA/commits/af54d281b5f99a75ba06f1026bac7a4086d92f8a   \n",
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-       "45                                                                                           NaN   \n",
-       "46   https://api.github.com/repos/ANHIG/IMGTHLA/commits/a77291dc50f529de813a08cdefbbc0986e9af618   \n",
-       "47                                                                                           NaN   \n",
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-       "49                                                                                           NaN   \n",
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-       "51                                                                                           NaN   \n",
-       "52   https://api.github.com/repos/ANHIG/IMGTHLA/commits/0955750fc82de4cf23b6c1d4cef9030190335f39   \n",
-       "53                                                                                           NaN   \n",
-       "54   https://api.github.com/repos/ANHIG/IMGTHLA/commits/e5d86aedd655d9cc9e08b3c2fd408d57dccbde9c   \n",
-       "55                                                                                           NaN   \n",
-       "56   https://api.github.com/repos/ANHIG/IMGTHLA/commits/3a4e2d96d7e8fdb78d4174580420d58e31956406   \n",
-       "57                                                                                           NaN   \n",
-       "58   https://api.github.com/repos/ANHIG/IMGTHLA/commits/6fa96efcee41d829c147cef7dbe71ccbd3650f80   \n",
-       "59   https://api.github.com/repos/ANHIG/IMGTHLA/commits/0e0482b4cc5fd3f7757f479284c27a940ea1f3d7   \n",
-       "60                                                                                           NaN   \n",
-       "61                                                                                           NaN   \n",
-       "62   https://api.github.com/repos/ANHIG/IMGTHLA/commits/8ffb7a63b0f265452e5dc0237bfbe0ce3aed14c7   \n",
-       "63                                                                                           NaN   \n",
-       "64   https://api.github.com/repos/ANHIG/IMGTHLA/commits/a1e2cf2f22d2d4b1ee12358a06772756ceb535a6   \n",
-       "65                                                                                           NaN   \n",
-       "66   https://api.github.com/repos/ANHIG/IMGTHLA/commits/d2d5c25c6d50ad76246eaf38b5610b08a0b2e388   \n",
-       "67                                                                                           NaN   \n",
-       "68                                                                                           NaN   \n",
-       "69                                                                                           NaN   \n",
-       "70   https://api.github.com/repos/ANHIG/IMGTHLA/commits/2e48e6b4d03a527cc1d49ceee753a274618f95a5   \n",
-       "71                                                                                           NaN   \n",
-       "72   https://api.github.com/repos/ANHIG/IMGTHLA/commits/ee9ddf9a670467af09b17bd2ca0ef37e7b3cc0e4   \n",
-       "73                                                                                           NaN   \n",
-       "74   https://api.github.com/repos/ANHIG/IMGTHLA/commits/4e50cded5c4e45a577b1cb229eb3ed3461093839   \n",
-       "75                                                                                           NaN   \n",
-       "76   https://api.github.com/repos/ANHIG/IMGTHLA/commits/18fb9dc249237ad5cb0043fabc1519a11cd60604   \n",
-       "77                                                                                           NaN   \n",
-       "78                                                                                           NaN   \n",
-       "79                                                                                           NaN   \n",
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-       "90                                                                                           NaN   \n",
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-       "95                                                                                           NaN   \n",
-       "96                                                                                           NaN   \n",
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-       "105                                                                                          NaN   \n",
-       "106  https://api.github.com/repos/ANHIG/IMGTHLA/commits/03bec554dde5de988a9b8834b2255b5c1fda2da9   \n",
-       "107                                                                                          NaN   \n",
-       "108                                                                                          NaN   \n",
-       "109                                                                                          NaN   \n",
-       "110                                                                                          NaN   \n",
-       "111  https://api.github.com/repos/ANHIG/IMGTHLA/commits/ed8f3032452f07635808d7c426ac164a205c39ca   \n",
-       "112                                                                                          NaN   \n",
-       "113  https://api.github.com/repos/ANHIG/IMGTHLA/commits/02feff2f6c970ecb2e56f4d183a6914cc3671688   \n",
-       "114                                                                                          NaN   \n",
-       "115  https://api.github.com/repos/ANHIG/IMGTHLA/commits/a86ee12d28796d6f313c82c1e432d8d3c23642c3   \n",
-       "116                                                                                          NaN   \n",
-       "117  https://api.github.com/repos/ANHIG/IMGTHLA/commits/ff1912ff754078df3971b043fa1e75792eb5f574   \n",
-       "118                                                                                          NaN   \n",
-       "119  https://api.github.com/repos/ANHIG/IMGTHLA/commits/11bf2f4bfa5aacee1e93371db7031384464e0c00   \n",
-       "120                                                                                          NaN   \n",
-       "121  https://api.github.com/repos/ANHIG/IMGTHLA/commits/bb822ea4345bd2c8112c9a38b2ff52f740d66fe7   \n",
-       "122                                                                                          NaN   \n",
-       "123  https://api.github.com/repos/ANHIG/IMGTHLA/commits/82db091ca78ba3d56ec7e9ad8ec5b14a2c29e798   \n",
-       "124                                                                                          NaN   \n",
-       "125  https://api.github.com/repos/ANHIG/IMGTHLA/commits/1ef6c70cae0dd961affcbc3e12378efb28d09e82   \n",
-       "126                                                                                          NaN   \n",
-       "127  https://api.github.com/repos/ANHIG/IMGTHLA/commits/5518ee75e215a8a9881173733f9072b1765ac560   \n",
-       "128                                                                                          NaN   \n",
-       "129  https://api.github.com/repos/ANHIG/IMGTHLA/commits/c67fe7dfbd506bf0351f2e1a39dcba4011452f27   \n",
-       "130                                                                                          NaN   \n",
-       "131  https://api.github.com/repos/ANHIG/IMGTHLA/commits/975fe3fdb5f7a6a603407d8a402e972fd664ce77   \n",
-       "132                                                                                          NaN   \n",
-       "133                                                                                          NaN   \n",
-       "134  https://api.github.com/repos/ANHIG/IMGTHLA/commits/8406662a52d5c36e3be3d25382fffeca637692ce   \n",
-       "135                                                                                          NaN   \n",
-       "136  https://api.github.com/repos/ANHIG/IMGTHLA/commits/301f14b040fe71ddaf3b3c2d82a9f018acc3ac08   \n",
-       "137                                                                                          NaN   \n",
-       "138  https://api.github.com/repos/ANHIG/IMGTHLA/commits/d2fa905f97c12bdc052422c2bd0612e4febc7296   \n",
-       "139                                                                                          NaN   \n",
-       "140  https://api.github.com/repos/ANHIG/IMGTHLA/commits/956dca426d7762aec9b4b6b2c44aecc737497b90   \n",
-       "141                                                                                          NaN   \n",
-       "142  https://api.github.com/repos/ANHIG/IMGTHLA/commits/54260ae30292eab4c5b6cd04e9c9f40a5f733209   \n",
-       "143                                                                                          NaN   \n",
-       "144                                                                                          NaN   \n",
-       "145  https://api.github.com/repos/ANHIG/IMGTHLA/commits/89e34862a183428e57cfb2adfe34024e885f80c7   \n",
-       "146                                                                                          NaN   \n",
-       "147  https://api.github.com/repos/ANHIG/IMGTHLA/commits/5d18a91dcab45d288991ce287e10de01f9b86c8e   \n",
-       "148                                                                                          NaN   \n",
-       "149                                                                                          NaN   \n",
-       "150                                                                                          NaN   \n",
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-       "152                                                                                          NaN   \n",
-       "153  https://api.github.com/repos/ANHIG/IMGTHLA/commits/dc373c05432b0862847b64053524cad676a624c1   \n",
-       "154                                                                                          NaN   \n",
-       "155  https://api.github.com/repos/ANHIG/IMGTHLA/commits/930ed78dd5a00c7190d4f743bbda0ae389a95fae   \n",
-       "156                                                                                          NaN   \n",
-       "157  https://api.github.com/repos/ANHIG/IMGTHLA/commits/cdeaf405d3a1c1537e1b9cc0d7ab1dbffb0b653c   \n",
-       "158  https://api.github.com/repos/ANHIG/IMGTHLA/commits/2313e0f9e830e72fcba7d4444caabb512060fad1   \n",
-       "159                                                                                          NaN   \n",
-       "160  https://api.github.com/repos/ANHIG/IMGTHLA/commits/cfb6db3de7f3a7e76d88467271541ff0cc8fbca1   \n",
-       "161                                                                                          NaN   \n",
-       "162  https://api.github.com/repos/ANHIG/IMGTHLA/commits/059daf7439b541a96ee814460f9764df45a2393b   \n",
-       "163                                                                                          NaN   \n",
-       "164  https://api.github.com/repos/ANHIG/IMGTHLA/commits/d709ecc8960232754a592b2f442126f8a905e5c9   \n",
-       "165                                                                                          NaN   \n",
-       "166                                                                                          NaN   \n",
-       "167  https://api.github.com/repos/ANHIG/IMGTHLA/commits/ed7d5ca3c803c270c2f9bf2c203e91a440a28327   \n",
-       "168                                                                                          NaN   \n",
-       "169  https://api.github.com/repos/ANHIG/IMGTHLA/commits/ada3512714bf4053e2210e44b4368c1cabc14f5e   \n",
-       "170                                                                                          NaN   \n",
-       "171  https://api.github.com/repos/ANHIG/IMGTHLA/commits/99fff9d205cc7fb0cf0b02a408ce628989bad7f9   \n",
-       "172                                                                                          NaN   \n",
-       "173  https://api.github.com/repos/ANHIG/IMGTHLA/commits/36da94dd4846a89c2321178900a5eb082bc19eb4   \n",
-       "174                                                                                          NaN   \n",
-       "175  https://api.github.com/repos/ANHIG/IMGTHLA/commits/4a0401af6be02ca688adeef3f63f5e55288d14fe   \n",
-       "176                                                                                          NaN   \n",
-       "177                                                                                          NaN   \n",
-       "178  https://api.github.com/repos/ANHIG/IMGTHLA/commits/70055402cf42eef5e0d13a1d2ef3b93de0c020f9   \n",
-       "179                                                                                          NaN   \n",
-       "180  https://api.github.com/repos/ANHIG/IMGTHLA/commits/7d90e5cc213b23a0d743e9c53071ba84651bfe5a   \n",
-       "181                                                                                          NaN   \n",
-       "182                                                                                          NaN   \n",
-       "183                                                                                          NaN   \n",
-       "184                                                                                          NaN   \n",
-       "185  https://api.github.com/repos/ANHIG/IMGTHLA/commits/a4444d12054ea29fb23c2f1f495bd4ee5015f8ab   \n",
-       "186                                                                                          NaN   \n",
-       "187  https://api.github.com/repos/ANHIG/IMGTHLA/commits/5214e65c5af3d46ffe35e9e7d0e0ede0024ee4b2   \n",
-       "188                                                                                          NaN   \n",
-       "189  https://api.github.com/repos/ANHIG/IMGTHLA/commits/8b89f84af6dfc4f1ebc96355a73520138dc0da57   \n",
-       "190                                                                                          NaN   \n",
-       "191  https://api.github.com/repos/ANHIG/IMGTHLA/commits/580de96b0844723391a641604968711510d6442a   \n",
-       "192                                                                                          NaN   \n",
-       "193  https://api.github.com/repos/ANHIG/IMGTHLA/commits/25d5b34c0315027ace921911b3b970f6f061dc1a   \n",
-       "194                                                                                          NaN   \n",
-       "195                                                                                          NaN   \n",
-       "196  https://api.github.com/repos/ANHIG/IMGTHLA/commits/003ea5a0ad4901d5d23b74c950aabc25bb00dcd4   \n",
-       "197                                                                                          NaN   \n",
-       "198  https://api.github.com/repos/ANHIG/IMGTHLA/commits/7fdf01fe7d6d820e528facfd2667fadd97f72d36   \n",
-       "199                                                                                          NaN   \n",
-       "200  https://api.github.com/repos/ANHIG/IMGTHLA/commits/5c3deac6525c7c955a2cd0ce1bce6053325364d9   \n",
-       "201                                                                                          NaN   \n",
-       "202                                                                                          NaN   \n",
-       "203                                                                                          NaN   \n",
-       "204                                                                                          NaN   \n",
-       "205  https://api.github.com/repos/ANHIG/IMGTHLA/commits/294df7d8073810bbfcc0e576f9fa5573818a611a   \n",
-       "206                                                                                          NaN   \n",
-       "207  https://api.github.com/repos/ANHIG/IMGTHLA/commits/be4d5ed21800456d4bc0806f3c0ff691428e2672   \n",
-       "208                                                                                          NaN   \n",
-       "209  https://api.github.com/repos/ANHIG/IMGTHLA/commits/140ad289ff4d93d5ba5168b2c6ea6b03549fea49   \n",
-       "210                                                                                          NaN   \n",
-       "211  https://api.github.com/repos/ANHIG/IMGTHLA/commits/0759a159d55c8615b8202b917018c8ef07097aa1   \n",
-       "212                                                                                          NaN   \n",
-       "213  https://api.github.com/repos/ANHIG/IMGTHLA/commits/9cd9ad7659f05f0455488e4b6f099b0c1c8ec5bc   \n",
-       "214                                                                                          NaN   \n",
-       "215  https://api.github.com/repos/ANHIG/IMGTHLA/commits/9058bc22aeb92d1a949f5b4deb7a60a9397223af   \n",
-       "216                                                                                          NaN   \n",
-       "217  https://api.github.com/repos/ANHIG/IMGTHLA/commits/673c18ede6be55c414166826f9b9f293aac4d712   \n",
-       "218                                                                                          NaN   \n",
-       "219  https://api.github.com/repos/ANHIG/IMGTHLA/commits/997b91b4b9f7bce0b2864a53fea8c597ce856560   \n",
-       "220                                                                                          NaN   \n",
-       "221  https://api.github.com/repos/ANHIG/IMGTHLA/commits/cb93364422d93a620d10f3c0570236f924cb8535   \n",
-       "222                                                                                          NaN   \n",
-       "223                                                                                          NaN   \n",
-       "224  https://api.github.com/repos/ANHIG/IMGTHLA/commits/a31926c9f4ad39e4459965fee193c17d06afec9f   \n",
-       "225                                                                                          NaN   \n",
-       "226                                                                                          NaN   \n",
-       "227  https://api.github.com/repos/ANHIG/IMGTHLA/commits/dc30eaa5e37a87beb406cb7eded516d74ae32097   \n",
-       "228                                                                                          NaN   \n",
-       "229  https://api.github.com/repos/ANHIG/IMGTHLA/commits/16372613782964481372e0e17050caa66f325a55   \n",
-       "230                                                                                          NaN   \n",
-       "231  https://api.github.com/repos/ANHIG/IMGTHLA/commits/d67374ac2e2935ea39591034bb2013cb275706a9   \n",
-       "232                                                                                          NaN   \n",
-       "233  https://api.github.com/repos/ANHIG/IMGTHLA/commits/772825eca8db8262af6d7d274dec7f8c4d8c94f1   \n",
-       "234                                                                                          NaN   \n",
-       "235                                                                                          NaN   \n",
-       "236                                                                                          NaN   \n",
-       "237  https://api.github.com/repos/ANHIG/IMGTHLA/commits/38c516e7c81ec1e13f622748fc2d5290ca2aaf57   \n",
-       "238                                                                                          NaN   \n",
-       "239                                                                                          NaN   \n",
-       "240                                                                                          NaN   \n",
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-       "242                                                                                          NaN   \n",
-       "243  https://api.github.com/repos/ANHIG/IMGTHLA/commits/814e16d51b800a14a3ca90c394df84d90cc8c24d   \n",
-       "244                                                                                          NaN   \n",
-       "245  https://api.github.com/repos/ANHIG/IMGTHLA/commits/7c558d92c641955ce1f03be38e95057cc47ddeea   \n",
-       "246                                                                                          NaN   \n",
-       "247  https://api.github.com/repos/ANHIG/IMGTHLA/commits/fdfbacb192894a95177245e08264d591d3980725   \n",
-       "248                                                                                          NaN   \n",
-       "249                                                                                          NaN   \n",
-       "250  https://api.github.com/repos/ANHIG/IMGTHLA/commits/abccbbfe6192ad26e04d5392c112e39951eec1aa   \n",
-       "251                                                                                          NaN   \n",
-       "252  https://api.github.com/repos/ANHIG/IMGTHLA/commits/72dbd49747c0d01d22bb090d8b847738d4ecd70c   \n",
-       "253                                                                                          NaN   \n",
-       "254  https://api.github.com/repos/ANHIG/IMGTHLA/commits/b3f386ec2c2bc43a823ecd09dcc888a32bb8aae1   \n",
-       "255                                                                                          NaN   \n",
-       "256  https://api.github.com/repos/ANHIG/IMGTHLA/commits/4a543c59a2e838e82fb9e2388670552e96b565ac   \n",
-       "257                                                                                          NaN   \n",
-       "258                                                                                          NaN   \n",
-       "259                                                                                          NaN   \n",
-       "260                                                                                          NaN   \n",
-       "261                                                                                          NaN   \n",
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-       "263                                                                                          NaN   \n",
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-       "270                                                                                          NaN   \n",
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-       "286                                                                                          NaN   \n",
-       "287                                                                                          NaN   \n",
-       "288                                                                                          NaN   \n",
-       "289  https://api.github.com/repos/ANHIG/IMGTHLA/commits/de01b0573fd9108539ef10b4e44b12d334085871   \n",
-       "290                                                                                          NaN   \n",
-       "291  https://api.github.com/repos/ANHIG/IMGTHLA/commits/3524e254b9229f55204336ea48a08209ff4fcaf5   \n",
-       "292                                                                                          NaN   \n",
-       "293  https://api.github.com/repos/ANHIG/IMGTHLA/commits/ab4270d992aa01bdad00391cf9f75637ad639f4c   \n",
-       "294                                                                                          NaN   \n",
-       "295  https://api.github.com/repos/ANHIG/IMGTHLA/commits/47e2bd1bac36eaec7519074b32e7e51c91e2cbfb   \n",
-       "296                                                                                          NaN   \n",
-       "297                                                                                          NaN   \n",
-       "298  https://api.github.com/repos/ANHIG/IMGTHLA/commits/9bfeefc2260b746f6957c779cbf6b312d12a8315   \n",
-       "299                                                                                          NaN   \n",
-       "300  https://api.github.com/repos/ANHIG/IMGTHLA/commits/2d64b137a6c4f6a6f56b6bd78ef0dc7b1f859874   \n",
-       "301                                                                                          NaN   \n",
-       "302  https://api.github.com/repos/ANHIG/IMGTHLA/commits/d99d8aca3f01f7431741a998ea5cc2417d53ac9c   \n",
-       "303                                                                                          NaN   \n",
-       "304  https://api.github.com/repos/ANHIG/IMGTHLA/commits/08554f8595c64127fc5d7cd316e046b7f0909cb2   \n",
-       "305                                                                                          NaN   \n",
-       "306                                                                                          NaN   \n",
-       "307  https://api.github.com/repos/ANHIG/IMGTHLA/commits/1c2e1db1481078fd1fcb254e9b6077b7a0176fe9   \n",
-       "308                                                                                          NaN   \n",
-       "309  https://api.github.com/repos/ANHIG/IMGTHLA/commits/3ec3328f771ccd276d42093b08b40110c22cf8bd   \n",
-       "310                                                                                          NaN   \n",
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-       "317  https://api.github.com/repos/ANHIG/IMGTHLA/commits/eb55f49c6095fba21b84e56b15e35a3b4d1677ef   \n",
-       "318                                                                                          NaN   \n",
-       "319  https://api.github.com/repos/ANHIG/IMGTHLA/commits/c23a7bc6bba0269ee6e01572b06ea6483da2813b   \n",
-       "320                                                                                          NaN   \n",
-       "321                                                                                          NaN   \n",
-       "322                                                                                          NaN   \n",
-       "323  https://api.github.com/repos/ANHIG/IMGTHLA/commits/8753c19af7238360702ecbd5ac41c415d2721189   \n",
-       "324                                                                                          NaN   \n",
-       "325  https://api.github.com/repos/ANHIG/IMGTHLA/commits/f0d17a6dfbdbbb3d65562d674386340b1ae778f9   \n",
-       "326                                                                                          NaN   \n",
-       "327  https://api.github.com/repos/ANHIG/IMGTHLA/commits/0434e7ca92456678ce303e0c94af4e36266f1fbd   \n",
-       "328                                                                                          NaN   \n",
-       "329  https://api.github.com/repos/ANHIG/IMGTHLA/commits/95387f55b0ffc7a0a858a1bbf162a159a3fb12c6   \n",
-       "330                                                                                          NaN   \n",
-       "331  https://api.github.com/repos/ANHIG/IMGTHLA/commits/4282c60ae637ad863b5ae99ef32393590dd1ef1f   \n",
-       "332                                                                                          NaN   \n",
-       "333  https://api.github.com/repos/ANHIG/IMGTHLA/commits/d2cf3ddfe6861b12eb46e763b5426657ec08fb5e   \n",
-       "334                                                                                          NaN   \n",
-       "335                                                                                          NaN   \n",
-       "336  https://api.github.com/repos/ANHIG/IMGTHLA/commits/8d0a251d1fd75d178eac597094d0508f8e1024b9   \n",
-       "337                                                                                          NaN   \n",
-       "338  https://api.github.com/repos/ANHIG/IMGTHLA/commits/5fd5136e8c6efd0f35352a138d3bf2b31481266a   \n",
-       "339                                                                                          NaN   \n",
-       "340                                                                                          NaN   \n",
-       "341                                                                                          NaN   \n",
-       "342                                                                                          NaN   \n",
-       "343                                                                                          NaN   \n",
-       "344                                                                                          NaN   \n",
-       "345  https://api.github.com/repos/ANHIG/IMGTHLA/commits/fb3d245c5c449ce3b69990934a404c1ece84901f   \n",
-       "346                                                                                          NaN   \n",
-       "347  https://api.github.com/repos/ANHIG/IMGTHLA/commits/ae24ec929b79de60a9c0da3d2bc78a13b9b0da88   \n",
-       "348                                                                                          NaN   \n",
-       "349  https://api.github.com/repos/ANHIG/IMGTHLA/commits/ceec6c83623fc48e31c306c88089891fb89575b0   \n",
-       "350                                                                                          NaN   \n",
-       "351  https://api.github.com/repos/ANHIG/IMGTHLA/commits/b9055382e8c2c30fff6d9de6a0be0265b5abc55f   \n",
-       "352                                                                                          NaN   \n",
-       "353                                                                                          NaN   \n",
-       "354                                                                                          NaN   \n",
-       "355                                                                                          NaN   \n",
-       "356                                                                                          NaN   \n",
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-       "358                                                                                          NaN   \n",
-       "359                                                                                          NaN   \n",
-       "360                                                                                          NaN   \n",
-       "361  https://api.github.com/repos/ANHIG/IMGTHLA/commits/027c139d2dda9e7bbf29d61af35f513c06a812a6   \n",
-       "362                                                                                          NaN   \n",
-       "363  https://api.github.com/repos/ANHIG/IMGTHLA/commits/58b9841003e927db3fdb503055a22f57cb56a57c   \n",
-       "364                                                                                          NaN   \n",
-       "365  https://api.github.com/repos/ANHIG/IMGTHLA/commits/f46dca0809b813e38214d96860da7ea83614e54c   \n",
-       "366                                                                                          NaN   \n",
-       "367  https://api.github.com/repos/ANHIG/IMGTHLA/commits/39309155109aabc9f65ebe96cf6dca3e103b9e10   \n",
-       "368                                                                                          NaN   \n",
-       "369                                                                                          NaN   \n",
-       "370                                                                                          NaN   \n",
-       "371  https://api.github.com/repos/ANHIG/IMGTHLA/commits/e923f79e2aaacacdb52de9b149c4a4946163b742   \n",
-       "372                                                                                          NaN   \n",
-       "373                                                                                          NaN   \n",
-       "374                                                                                          NaN   \n",
-       "375  https://api.github.com/repos/ANHIG/IMGTHLA/commits/fdb4666aac16126e3d851db8343e2d8c573131df   \n",
-       "376                                                                                          NaN   \n",
-       "377  https://api.github.com/repos/ANHIG/IMGTHLA/commits/8b002924f8c095ab39fec054b1886adca6452d31   \n",
-       "378                                                                                          NaN   \n",
-       "379  https://api.github.com/repos/ANHIG/IMGTHLA/commits/3b1848614de19ad87a66436350f5a3161ee61188   \n",
-       "380                                                                                          NaN   \n",
-       "381                                                                                          NaN   \n",
-       "382                                                                                          NaN   \n",
-       "383  https://api.github.com/repos/ANHIG/IMGTHLA/commits/589fec138a6544295f0b146d0da8c24735910bfb   \n",
-       "384                                                                                          NaN   \n",
-       "385                                                                                          NaN   \n",
-       "386  https://api.github.com/repos/ANHIG/IMGTHLA/commits/2d282c36c2005a11e9d3151daaaaf7e4ca5acfb9   \n",
-       "387                                                                                          NaN   \n",
-       "388                                                                                          NaN   \n",
-       "389                                                                                          NaN   \n",
-       "390  https://api.github.com/repos/ANHIG/IMGTHLA/commits/f2472aaf572658757a7fc2b0132fcc85fbfe02c1   \n",
-       "391                                                                                          NaN   \n",
-       "392                                                                                          NaN   \n",
-       "393                                                                                          NaN   \n",
-       "394                                                                                          NaN   \n",
-       "395                                                                                          NaN   \n",
-       "396  https://api.github.com/repos/ANHIG/IMGTHLA/commits/2841da4de8bad88fdcff4f711d188eca731320e4   \n",
-       "397                                                                                          NaN   \n",
-       "398                                                                                          NaN   \n",
-       "399                                                                                          NaN   \n",
-       "400                                                                                          NaN   \n",
-       "401                                                                                          NaN   \n",
-       "402                                                                                          NaN   \n",
-       "403  https://api.github.com/repos/ANHIG/IMGTHLA/commits/2841da4de8bad88fdcff4f711d188eca731320e4   \n",
-       "404  https://api.github.com/repos/ANHIG/IMGTHLA/commits/1647233ff5acfd74579e079bcc0bd33aa67d0344   \n",
-       "405                                                                                          NaN   \n",
-       "406                                                                                          NaN   \n",
-       "407                                                                                          NaN   \n",
-       "408  https://api.github.com/repos/ANHIG/IMGTHLA/commits/62034dec31973902cdbad9dde49d215016520b5e   \n",
-       "409                                                                                          NaN   \n",
-       "410                                                                                          NaN   \n",
-       "411                                                                                          NaN   \n",
-       "412                                                                                          NaN   \n",
-       "413                                                                                          NaN   \n",
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-       "415                                                                                          NaN   \n",
-       "416                                                                                          NaN   \n",
-       "417  https://api.github.com/repos/ANHIG/IMGTHLA/commits/bf673b4a4f42415317b116ef71552a75d15974c7   \n",
-       "418                                                                                          NaN   \n",
-       "419                                                                                          NaN   \n",
-       "420  https://api.github.com/repos/ANHIG/IMGTHLA/commits/ffddb088051b8b0b0de0e9956613e31f88b2fe64   \n",
-       "421                                                                                          NaN   \n",
-       "422  https://api.github.com/repos/ANHIG/IMGTHLA/commits/61daadbf669adf36fe353b4d6487acae57268715   \n",
-       "423                                                                                          NaN   \n",
-       "424  https://api.github.com/repos/ANHIG/IMGTHLA/commits/67ad77c3759b8ce339c7f72e45dc69e112346530   \n",
-       "425                                                                                          NaN   \n",
-       "426  https://api.github.com/repos/ANHIG/IMGTHLA/commits/6c01806964b5fd841d9e76290bb2b67a9a2014fc   \n",
-       "427                                                                                          NaN   \n",
-       "428  https://api.github.com/repos/ANHIG/IMGTHLA/commits/1bc1e29a8e819a698b1b88f443d908f834bb82b7   \n",
-       "429                                                                                          NaN   \n",
-       "430  https://api.github.com/repos/ANHIG/IMGTHLA/commits/e463a9f13ff8ab78c4df42c6af9fdc77e84ef8eb   \n",
-       "431                                                                                          NaN   \n",
-       "432                                                                                          NaN   \n",
-       "433  https://api.github.com/repos/ANHIG/IMGTHLA/commits/431b4b6434f318354426ee02a49616b998e8cc68   \n",
-       "434                                                                                          NaN   \n",
-       "435  https://api.github.com/repos/ANHIG/IMGTHLA/commits/0d3a6c5423405678431f647444cbefb72626210b   \n",
-       "436                                                                                          NaN   \n",
-       "437  https://api.github.com/repos/ANHIG/IMGTHLA/commits/ba884d04072b9b74763294c05fecffe465056590   \n",
-       "438                                                                                          NaN   \n",
-       "439                                                                                          NaN   \n",
-       "440                                                                                          NaN   \n",
-       "441                                                                                          NaN   \n",
-       "442                                                                                          NaN   \n",
-       "443                                                                                          NaN   \n",
-       "444  https://api.github.com/repos/ANHIG/IMGTHLA/commits/ba5f58f4889e3ece2556662ee7dfa3d72ccb6be0   \n",
-       "445                                                                                          NaN   \n",
-       "446                                                                                          NaN   \n",
-       "447                                                                                          NaN   \n",
-       "448  https://api.github.com/repos/ANHIG/IMGTHLA/commits/96e477a681d939a64af04440ee682a2d0f6be365   \n",
-       "449                                                                                          NaN   \n",
-       "450  https://api.github.com/repos/ANHIG/IMGTHLA/commits/01588fbf4c5636142fe8d33980a3edab2b023e9d   \n",
-       "451                                                                                          NaN   \n",
-       "452  https://api.github.com/repos/ANHIG/IMGTHLA/commits/fb025d76e2509be704b4b738e4ac5f83e511aea3   \n",
-       "453                                                                                          NaN   \n",
-       "454                                                                                          NaN   \n",
-       "455  https://api.github.com/repos/ANHIG/IMGTHLA/commits/788e9d8a3e8db9606824d2d52646bd91902f03a9   \n",
-       "456                                                                                          NaN   \n",
-       "457  https://api.github.com/repos/ANHIG/IMGTHLA/commits/b46aec85945ed773eff0445db3b0940f4469d028   \n",
-       "458                                                                                          NaN   \n",
-       "459  https://api.github.com/repos/ANHIG/IMGTHLA/commits/9ab5d76764617e43c840fbe187b7c3173682d94c   \n",
-       "460                                                                                          NaN   \n",
-       "461                                                                                          NaN   \n",
-       "462                                                                                          NaN   \n",
-       "463  https://api.github.com/repos/ANHIG/IMGTHLA/commits/054dac767e3513fed7ced0639fc67dd371b4bd28   \n",
-       "464                                                                                          NaN   \n",
-       "465  https://api.github.com/repos/ANHIG/IMGTHLA/commits/48caa202c941b79a1868311cd2bc2dbf45889aea   \n",
-       "466                                                                                          NaN   \n",
-       "467  https://api.github.com/repos/ANHIG/IMGTHLA/commits/bd4562b0edc5b02a22b8a588568e04f0362d8220   \n",
-       "468                                                                                          NaN   \n",
-       "469  https://api.github.com/repos/ANHIG/IMGTHLA/commits/e05a5c42d89815626d4a272d3283e2bd86f5fc66   \n",
-       "470                                                                                          NaN   \n",
-       "471                                                                                          NaN   \n",
-       "472                                                                                          NaN   \n",
-       "473                                                                                          NaN   \n",
-       "474  https://api.github.com/repos/ANHIG/IMGTHLA/commits/30ca054efd7872597e8a3e14043627ae126a1ee9   \n",
-       "475  https://api.github.com/repos/ANHIG/IMGTHLA/commits/b25532e27dabf40752a2687c6b14c7e521addf4d   \n",
-       "476                                                                                          NaN   \n",
-       "477                                                                                          NaN   \n",
-       "478  https://api.github.com/repos/ANHIG/IMGTHLA/commits/b23d7db0eebbf52d510780cefb6e09f83de70581   \n",
-       "479                                                                                          NaN   \n",
-       "480  https://api.github.com/repos/ANHIG/IMGTHLA/commits/0d5afcde672cf0472d5f02f4705dd8d31c32eb01   \n",
-       "481                                                                                          NaN   \n",
-       "482                                                                                          NaN   \n",
-       "483  https://api.github.com/repos/ANHIG/IMGTHLA/commits/e5af6aaf8ce3d052cab09bcda8f45c8efafeaeb4   \n",
-       "484                                                                                          NaN   \n",
-       "485                                                                                          NaN   \n",
-       "486                                                                                          NaN   \n",
-       "487                                                                                          NaN   \n",
-       "488                                                                                          NaN   \n",
-       "489                                                                                          NaN   \n",
-       "490                                                                                          NaN   \n",
-       "491  https://api.github.com/repos/ANHIG/IMGTHLA/commits/aa665c92a1e8a83795a769b2df05ea523230a6ea   \n",
-       "492                                                                                          NaN   \n",
-       "493                                                                                          NaN   \n",
-       "494  https://api.github.com/repos/ANHIG/IMGTHLA/commits/04b174de7519eba544de546c8da83605b2d67695   \n",
-       "495                                                                                          NaN   \n",
-       "496  https://api.github.com/repos/ANHIG/IMGTHLA/commits/776bfa37573cd955f2a65b153c2a4a9da135ccf3   \n",
-       "497                                                                                          NaN   \n",
-       "498  https://api.github.com/repos/ANHIG/IMGTHLA/commits/84b22ea27bf990f8863509d5a808f221d211fbbd   \n",
-       "499                                                                                          NaN   \n",
-       "500  https://api.github.com/repos/ANHIG/IMGTHLA/commits/a3b490b6e73aaf6cf8f936f8ef77180bae8fa0e7   \n",
-       "501                                                                                          NaN   \n",
-       "502  https://api.github.com/repos/ANHIG/IMGTHLA/commits/19d69647f9abfa71c99eb9db5c38006af993864e   \n",
-       "503                                                                                          NaN   \n",
-       "504  https://api.github.com/repos/ANHIG/IMGTHLA/commits/17fd07eda35d5224aa199c8b75a187676e59f4f8   \n",
-       "505                                                                                          NaN   \n",
-       "506  https://api.github.com/repos/ANHIG/IMGTHLA/commits/a48af996cb97f811d37735f251903ece2b08cbfc   \n",
-       "507                                                                                          NaN   \n",
-       "508  https://api.github.com/repos/ANHIG/IMGTHLA/commits/09f5ae780a2907e61ad8d04555cb4a07c45ba2d7   \n",
-       "509  https://api.github.com/repos/ANHIG/IMGTHLA/commits/7ca733b18edab1fc837a34e3764b7d55e8dc93b0   \n",
-       "510  https://api.github.com/repos/ANHIG/IMGTHLA/commits/145561f6c5c7a3e6a4a07366457eb3a1edcf2200   \n",
-       "511                                                                                          NaN   \n",
-       "512  https://api.github.com/repos/ANHIG/IMGTHLA/commits/48e676dd09433ba9181d31db3c938b68cbc2c194   \n",
-       "513                                                                                          NaN   \n",
-       "514                                                                                          NaN   \n",
-       "515                                                                                          NaN   \n",
-       "516  https://api.github.com/repos/ANHIG/IMGTHLA/commits/a192c306215ff6657c46c06ac3d8e44fa8b0c237   \n",
-       "517                                                                                          NaN   \n",
-       "518                                                                                          NaN   \n",
-       "519                                                                                          NaN   \n",
-       "520  https://api.github.com/repos/ANHIG/IMGTHLA/commits/432ebf6dddf39319f93a984938d160f5fdd86b02   \n",
-       "521                                                                                          NaN   \n",
-       "522  https://api.github.com/repos/ANHIG/IMGTHLA/commits/59ed1d6dffcc2787bf974f4ea69092a9072cc184   \n",
-       "523                                                                                          NaN   \n",
-       "524  https://api.github.com/repos/ANHIG/IMGTHLA/commits/46a38e4abbd2392c57350f023b5c855070e44cf7   \n",
-       "525                                                                                          NaN   \n",
-       "526  https://api.github.com/repos/ANHIG/IMGTHLA/commits/9ad7336fb1b7b6307310efb0308f6f7362133e8c   \n",
-       "527                                                                                          NaN   \n",
-       "528  https://api.github.com/repos/ANHIG/IMGTHLA/commits/c436780fea7228df63f493451531be6fd448854e   \n",
-       "529                                                                                          NaN   \n",
-       "530  https://api.github.com/repos/ANHIG/IMGTHLA/commits/d6c74bdb8f18dc13086d95ff3072af1422b61889   \n",
-       "531                                                                                          NaN   \n",
-       "532                                                                                          NaN   \n",
-       "533                                                                                          NaN   \n",
-       "534  https://api.github.com/repos/ANHIG/IMGTHLA/commits/41b3364db96b56b6dd596d776385657e9f2d96a2   \n",
-       "535                                                                                          NaN   \n",
-       "536  https://api.github.com/repos/ANHIG/IMGTHLA/commits/5ef0d330953fba1889653b120bdf50d22cc571a7   \n",
-       "537                                                                                          NaN   \n",
-       "538                                                                                          NaN   \n",
-       "539                                                                                          NaN   \n",
-       "540  https://api.github.com/repos/ANHIG/IMGTHLA/commits/e9eb52c8016d15233e9c70537d830181bc28fec5   \n",
-       "541                                                                                          NaN   \n",
-       "542                                                                                          NaN   \n",
-       "543                                                                                          NaN   \n",
-       "544  https://api.github.com/repos/ANHIG/IMGTHLA/commits/7a7d58ec828e8295dd4011f4f460f961a2b4428a   \n",
-       "545                                                                                          NaN   \n",
-       "546  https://api.github.com/repos/ANHIG/IMGTHLA/commits/03ded64be9b290287ab0101891ca6f338861c2fe   \n",
-       "547                                                                                          NaN   \n",
-       "548  https://api.github.com/repos/ANHIG/IMGTHLA/commits/25c04ea1f8bc4a9915417998310a563bdbb48115   \n",
-       "549                                                                                          NaN   \n",
-       "550                                                                                          NaN   \n",
-       "551  https://api.github.com/repos/ANHIG/IMGTHLA/commits/2fdc68adf24ec02e28fba5657c7f31c1373491d2   \n",
-       "552                                                                                          NaN   \n",
-       "553  https://api.github.com/repos/ANHIG/IMGTHLA/commits/5df8b7ecec0e249df5485dd622efed8b35758540   \n",
-       "554                                                                                          NaN   \n",
-       "555                                                                                          NaN   \n",
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-       "557                                                                                          NaN   \n",
-       "558                                                                                          NaN   \n",
-       "559  https://api.github.com/repos/ANHIG/IMGTHLA/commits/a65fcca04e51ba8a9d48d2ee676be1de7ff01746   \n",
-       "560                                                                                          NaN   \n",
-       "561                                                                                          NaN   \n",
-       "562                                                                                          NaN   \n",
-       "563                                                                                          NaN   \n",
-       "564                                                                                          NaN   \n",
-       "565                                                                                          NaN   \n",
-       "566                                                                                          NaN   \n",
-       "567                                                                                          NaN   \n",
-       "568                                                                                          NaN   \n",
-       "569                                                                                          NaN   \n",
-       "570                                                                                          NaN   \n",
-       "571                                                                                          NaN   \n",
-       "572                                                                                          NaN   \n",
-       "573                                                                                          NaN   \n",
-       "574                                                                                          NaN   \n",
-       "575                                                                                          NaN   \n",
-       "576                                                                                          NaN   \n",
-       "577                                                                                          NaN   \n",
-       "578                                                                                          NaN   \n",
-       "579                                                                                          NaN   \n",
-       "580                                                                                          NaN   \n",
-       "581                                                                                          NaN   \n",
-       "582                                                                                          NaN   \n",
-       "583                                                                                          NaN   \n",
-       "584                                                                                          NaN   \n",
-       "585                                                                                          NaN   \n",
-       "586                                                                                          NaN   \n",
-       "587                                                                                          NaN   \n",
-       "588                                                                                          NaN   \n",
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-       "592                                                                                          NaN   \n",
-       "593  https://api.github.com/repos/ANHIG/IMGTHLA/commits/c37267e1ee355c619a3058da5a7135e19e6522de   \n",
-       "594                                                                                          NaN   \n",
-       "595  https://api.github.com/repos/ANHIG/IMGTHLA/commits/7b746d5303493fb53214ceffbd9b365c8ef4a126   \n",
-       "596                                                                                          NaN   \n",
-       "597  https://api.github.com/repos/ANHIG/IMGTHLA/commits/4240ef4cf17e503c44b177ff0f7b740258ac2e70   \n",
-       "598  https://api.github.com/repos/ANHIG/IMGTHLA/commits/a2726dfb0cde8a5d567ce9a115d4f254f2af3851   \n",
-       "599                                                                                          NaN   \n",
-       "600                                                                                          NaN   \n",
-       "601  https://api.github.com/repos/ANHIG/IMGTHLA/commits/cf8ed2bb499fae21b7ed1544177ef3589a8246b1   \n",
-       "602                                                                                          NaN   \n",
-       "603                                                                                          NaN   \n",
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-       "610                                                                                          NaN   \n",
-       "611  https://api.github.com/repos/ANHIG/IMGTHLA/commits/4871325c65b16d5fc1a0fb406ebf539c3cbcf054   \n",
-       "612  https://api.github.com/repos/ANHIG/IMGTHLA/commits/2f6878301950dfea48a8147a6d8bd012be564063   \n",
-       "613                                                                                          NaN   \n",
-       "614  https://api.github.com/repos/ANHIG/IMGTHLA/commits/ee9eefb21f878da18c72bdc04b31d6ec5d8ade06   \n",
-       "615                                                                                          NaN   \n",
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-       "617                                                                                          NaN   \n",
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-       "620                                                                                          NaN   \n",
-       "621  https://api.github.com/repos/ANHIG/IMGTHLA/commits/b57de92d58da2bf787e5af34ab09e0e8ee6cea6c   \n",
-       "622                                                                                          NaN   \n",
-       "623  https://api.github.com/repos/ANHIG/IMGTHLA/commits/89b57278869c7b46fbbaf94825ed336328f3567a   \n",
-       "624                                                                                          NaN   \n",
-       "625  https://api.github.com/repos/ANHIG/IMGTHLA/commits/d3fd19b04d4256600e8c90a27a2b317d61514c86   \n",
-       "626                                                                                          NaN   \n",
-       "627  https://api.github.com/repos/ANHIG/IMGTHLA/commits/1a3007e433ed7ccffc4a2c7c36ed8013d6105d4d   \n",
-       "628                                                                                          NaN   \n",
-       "629  https://api.github.com/repos/ANHIG/IMGTHLA/commits/8f892b2675dd6464f526d32f1ad1d3fd62fa3b03   \n",
-       "630                                                                                          NaN   \n",
-       "631                                                                                          NaN   \n",
-       "632  https://api.github.com/repos/ANHIG/IMGTHLA/commits/352813601073bcdc3d5eb08d1be07be904276a9a   \n",
-       "633                                                                                          NaN   \n",
-       "634                                                                                          NaN   \n",
-       "635                                                                                          NaN   \n",
-       "636  https://api.github.com/repos/ANHIG/IMGTHLA/commits/d53cfe39089bd2ce40cf0fa06167d0ae38e3e4ea   \n",
-       "637                                                                                          NaN   \n",
-       "638  https://api.github.com/repos/ANHIG/IMGTHLA/commits/ddda708da9f2f41ae7e7d122973c2eddb141d949   \n",
-       "639                                                                                          NaN   \n",
-       "640  https://api.github.com/repos/ANHIG/IMGTHLA/commits/3f46491c0fe377fd922412c93137efb6a4879b05   \n",
-       "641                                                                                          NaN   \n",
-       "642  https://api.github.com/repos/ANHIG/IMGTHLA/commits/178c68cca2044cbd5032cbff23e4c06b738aed2a   \n",
-       "643                                                                                          NaN   \n",
-       "644                                                                                          NaN   \n",
-       "645                                                                                          NaN   \n",
-       "646                                                                                          NaN   \n",
-       "647  https://api.github.com/repos/ANHIG/IMGTHLA/commits/d86bdd9983424c792691269fa10e6f022ccf2191   \n",
-       "648                                                                                          NaN   \n",
-       "649                                                                                          NaN   \n",
-       "650  https://api.github.com/repos/ANHIG/IMGTHLA/commits/fc712c5a4dd00f534e845982a29f46a14e22b292   \n",
-       "651  https://api.github.com/repos/ANHIG/IMGTHLA/commits/db46d2a0209720c5fa0ab8b03403f7009f69d2d6   \n",
-       "652                                                                                          NaN   \n",
-       "653                                                                                          NaN   \n",
-       "654                                                                                          NaN   \n",
-       "655  https://api.github.com/repos/ANHIG/IMGTHLA/commits/8ab272288e81fa9a49fd4765579b066c2c03cc10   \n",
-       "656                                                                                          NaN   \n",
-       "657  https://api.github.com/repos/ANHIG/IMGTHLA/commits/db33aee5dc0b44251b64ff4c2e2f05d59e4e3a2d   \n",
-       "658                                                                                          NaN   \n",
-       "659                                                                                          NaN   \n",
-       "660  https://api.github.com/repos/ANHIG/IMGTHLA/commits/5e1d9764c8e96749bc11d52807eea1f7cc38ce5c   \n",
-       "661                                                                                          NaN   \n",
-       "662  https://api.github.com/repos/ANHIG/IMGTHLA/commits/4d33035dd296826bbde200e17e5281910ac8be13   \n",
-       "663                                                                                          NaN   \n",
-       "664                                                                                          NaN   \n",
-       "665                                                                                          NaN   \n",
-       "666                                                                                          NaN   \n",
-       "667  https://api.github.com/repos/ANHIG/IMGTHLA/commits/d1dd2ac5e2b6a8abef9e33ed397807ece52a22fe   \n",
-       "668  https://api.github.com/repos/ANHIG/IMGTHLA/commits/c90cc62006b35061c8db4b6f8da1b86de7650b23   \n",
-       "669                                                                                          NaN   \n",
-       "670  https://api.github.com/repos/ANHIG/IMGTHLA/commits/8732e7d4739a911e01f69d2c5bda82ca15ca68a9   \n",
-       "671                                                                                          NaN   \n",
-       "672                                                                                          NaN   \n",
-       "673  https://api.github.com/repos/ANHIG/IMGTHLA/commits/1fd937e6c0ff8452f64152aec9632f0586f981d1   \n",
-       "674                                                                                          NaN   \n",
-       "675  https://api.github.com/repos/ANHIG/IMGTHLA/commits/8f80f24d49797595d8a18b8d4d1f59846fbf3fe1   \n",
-       "676                                                                                          NaN   \n",
-       "677                                                                                          NaN   \n",
-       "678  https://api.github.com/repos/ANHIG/IMGTHLA/commits/2c631a4b61d529ff1c0635750888f6f6d79c2703   \n",
-       "679                                                                                          NaN   \n",
-       "680  https://api.github.com/repos/ANHIG/IMGTHLA/commits/2d38d3313229fdc5f8aa00052a2db21b35be3d2d   \n",
-       "681                                                                                          NaN   \n",
-       "682                                                                                          NaN   \n",
-       "683                                                                                          NaN   \n",
-       "684                                                                                          NaN   \n",
-       "685                                                                                          NaN   \n",
-       "686                                                                                          NaN   \n",
-       "687                                                                                          NaN   \n",
-       "688                                                                                          NaN   \n",
-       "689                                                                                          NaN   \n",
-       "690                                                                                          NaN   \n",
-       "691                                                                                          NaN   \n",
-       "692                                                                                          NaN   \n",
-       "693                                                                                          NaN   \n",
-       "694                                                                                          NaN   \n",
-       "695                                                                                          NaN   \n",
-       "696                                                                                          NaN   \n",
-       "697                                                                                          NaN   \n",
-       "698                                                                                          NaN   \n",
-       "699                                                                                          NaN   \n",
-       "700                                                                                          NaN   \n",
-       "701                                                                                          NaN   \n",
-       "702                                                                                          NaN   \n",
-       "703  https://api.github.com/repos/ANHIG/IMGTHLA/commits/36220a1c5c2d6954f4873a552544cc0e55b61d0a   \n",
-       "704                                                                                          NaN   \n",
-       "705                                                                                          NaN   \n",
-       "706  https://api.github.com/repos/ANHIG/IMGTHLA/commits/4b8432c7d56121c84d6ef1d75a1c7185c628c13d   \n",
-       "707                                                                                          NaN   \n",
-       "708  https://api.github.com/repos/ANHIG/IMGTHLA/commits/def376dc6955b339b17f0a4b840e80eb6b9c744b   \n",
-       "709                                                                                          NaN   \n",
-       "710                                                                                          NaN   \n",
-       "711                                                                                          NaN   \n",
-       "712                                                                                          NaN   \n",
-       "713                                                                                          NaN   \n",
-       "714                                                                                          NaN   \n",
-       "715                                                                                          NaN   \n",
-       "716                                                                                          NaN   \n",
-       "717  https://api.github.com/repos/ANHIG/IMGTHLA/commits/62945381d236dcdb2770daf1fa861b216b99635c   \n",
-       "718                                                                                          NaN   \n",
-       "719  https://api.github.com/repos/ANHIG/IMGTHLA/commits/9283ea834c9036298d0ffeec455cb00e80998157   \n",
-       "720                                                                                          NaN   \n",
-       "721  https://api.github.com/repos/ANHIG/IMGTHLA/commits/8bbbfb664b7d9787893860b9b199118363f0d29f   \n",
-       "722                                                                                          NaN   \n",
-       "723  https://api.github.com/repos/ANHIG/IMGTHLA/commits/dd94105b16d0b851349385f7a6366ea63a7ab41f   \n",
-       "724                                                                                          NaN   \n",
-       "725  https://api.github.com/repos/ANHIG/IMGTHLA/commits/83aa94b540407ccdfcb452c77439b86c543f849d   \n",
-       "726                                                                                          NaN   \n",
-       "727  https://api.github.com/repos/ANHIG/IMGTHLA/commits/f71eae6423f6fc21208543a100271fb1f3594ca0   \n",
-       "728                                                                                          NaN   \n",
-       "729  https://api.github.com/repos/ANHIG/IMGTHLA/commits/860f0e2963f4e17a3a4ee6631b00f85831414b7c   \n",
-       "730                                                                                          NaN   \n",
-       "731  https://api.github.com/repos/ANHIG/IMGTHLA/commits/37db1de2825438e8850de308d43a162a6d5c0ebd   \n",
-       "732                                                                                          NaN   \n",
-       "733  https://api.github.com/repos/ANHIG/IMGTHLA/commits/7d00d7b49cbcc987e07752845bd8b14986316ab4   \n",
-       "734                                                                                          NaN   \n",
-       "735                                                                                          NaN   \n",
-       "736  https://api.github.com/repos/ANHIG/IMGTHLA/commits/9269ebc7d683892d200250d1cb9b50e65775adf1   \n",
-       "737                                                                                          NaN   \n",
-       "738  https://api.github.com/repos/ANHIG/IMGTHLA/commits/e4fd1e39a4d9f1da8e7efe4a7f699320e287dcdb   \n",
-       "\n",
-       "                                                                   parents.1.html_url  \\\n",
-       "0                                                                                 NaN   \n",
-       "1                                                                                 NaN   \n",
-       "2                                                                                 NaN   \n",
-       "3                                                                                 NaN   \n",
-       "4                                                                                 NaN   \n",
-       "5                                                                                 NaN   \n",
-       "6                                                                                 NaN   \n",
-       "7    https://github.com/ANHIG/IMGTHLA/commit/af54d281b5f99a75ba06f1026bac7a4086d92f8a   \n",
-       "8                                                                                 NaN   \n",
-       "9    https://github.com/ANHIG/IMGTHLA/commit/16da2f90240d536159a20697fb952b4d14846b13   \n",
-       "10   https://github.com/ANHIG/IMGTHLA/commit/d9944466594e328cb46f732e5670660fd672a141   \n",
-       "11   https://github.com/ANHIG/IMGTHLA/commit/0e31941b14171c16697123ff7b81becbeef1c089   \n",
-       "12                                                                                NaN   \n",
-       "13   https://github.com/ANHIG/IMGTHLA/commit/a07bcbd18f5f95606b16258241f9d18ba0e65390   \n",
-       "14                                                                                NaN   \n",
-       "15   https://github.com/ANHIG/IMGTHLA/commit/9d8f585502fcfe70c5f809ba44856a6f0cd986a2   \n",
-       "16   https://github.com/ANHIG/IMGTHLA/commit/340238f97d078fc6b8524deac6366c9ce261b049   \n",
-       "17                                                                                NaN   \n",
-       "18                                                                                NaN   \n",
-       "19   https://github.com/ANHIG/IMGTHLA/commit/4826201263c95aefc29beaeb323f883cf6b4edfb   \n",
-       "20                                                                                NaN   \n",
-       "21                                                                                NaN   \n",
-       "22                                                                                NaN   \n",
-       "23                                                                                NaN   \n",
-       "24                                                                                NaN   \n",
-       "25   https://github.com/ANHIG/IMGTHLA/commit/b2bc0b6582d3d681518ba61fda43f4412ed4ce3c   \n",
-       "26                                                                                NaN   \n",
-       "27                                                                                NaN   \n",
-       "28                                                                                NaN   \n",
-       "29                                                                                NaN   \n",
-       "30                                                                                NaN   \n",
-       "31                                                                                NaN   \n",
-       "32                                                                                NaN   \n",
-       "33                                                                                NaN   \n",
-       "34                                                                                NaN   \n",
-       "35                                                                                NaN   \n",
-       "36                                                                                NaN   \n",
-       "37                                                                                NaN   \n",
-       "38                                                                                NaN   \n",
-       "39                                                                                NaN   \n",
-       "40                                                                                NaN   \n",
-       "41                                                                                NaN   \n",
-       "42                                                                                NaN   \n",
-       "43                                                                                NaN   \n",
-       "44                                                                                NaN   \n",
-       "45                                                                                NaN   \n",
-       "46   https://github.com/ANHIG/IMGTHLA/commit/a77291dc50f529de813a08cdefbbc0986e9af618   \n",
-       "47                                                                                NaN   \n",
-       "48   https://github.com/ANHIG/IMGTHLA/commit/4567906453bee9982446cd027786eecf829ef2b7   \n",
-       "49                                                                                NaN   \n",
-       "50   https://github.com/ANHIG/IMGTHLA/commit/757c50c62877fd1dc6f9b3b8e5d147c38687be5e   \n",
-       "51                                                                                NaN   \n",
-       "52   https://github.com/ANHIG/IMGTHLA/commit/0955750fc82de4cf23b6c1d4cef9030190335f39   \n",
-       "53                                                                                NaN   \n",
-       "54   https://github.com/ANHIG/IMGTHLA/commit/e5d86aedd655d9cc9e08b3c2fd408d57dccbde9c   \n",
-       "55                                                                                NaN   \n",
-       "56   https://github.com/ANHIG/IMGTHLA/commit/3a4e2d96d7e8fdb78d4174580420d58e31956406   \n",
-       "57                                                                                NaN   \n",
-       "58   https://github.com/ANHIG/IMGTHLA/commit/6fa96efcee41d829c147cef7dbe71ccbd3650f80   \n",
-       "59   https://github.com/ANHIG/IMGTHLA/commit/0e0482b4cc5fd3f7757f479284c27a940ea1f3d7   \n",
-       "60                                                                                NaN   \n",
-       "61                                                                                NaN   \n",
-       "62   https://github.com/ANHIG/IMGTHLA/commit/8ffb7a63b0f265452e5dc0237bfbe0ce3aed14c7   \n",
-       "63                                                                                NaN   \n",
-       "64   https://github.com/ANHIG/IMGTHLA/commit/a1e2cf2f22d2d4b1ee12358a06772756ceb535a6   \n",
-       "65                                                                                NaN   \n",
-       "66   https://github.com/ANHIG/IMGTHLA/commit/d2d5c25c6d50ad76246eaf38b5610b08a0b2e388   \n",
-       "67                                                                                NaN   \n",
-       "68                                                                                NaN   \n",
-       "69                                                                                NaN   \n",
-       "70   https://github.com/ANHIG/IMGTHLA/commit/2e48e6b4d03a527cc1d49ceee753a274618f95a5   \n",
-       "71                                                                                NaN   \n",
-       "72   https://github.com/ANHIG/IMGTHLA/commit/ee9ddf9a670467af09b17bd2ca0ef37e7b3cc0e4   \n",
-       "73                                                                                NaN   \n",
-       "74   https://github.com/ANHIG/IMGTHLA/commit/4e50cded5c4e45a577b1cb229eb3ed3461093839   \n",
-       "75                                                                                NaN   \n",
-       "76   https://github.com/ANHIG/IMGTHLA/commit/18fb9dc249237ad5cb0043fabc1519a11cd60604   \n",
-       "77                                                                                NaN   \n",
-       "78                                                                                NaN   \n",
-       "79                                                                                NaN   \n",
-       "80                                                                                NaN   \n",
-       "81                                                                                NaN   \n",
-       "82                                                                                NaN   \n",
-       "83                                                                                NaN   \n",
-       "84                                                                                NaN   \n",
-       "85                                                                                NaN   \n",
-       "86                                                                                NaN   \n",
-       "87                                                                                NaN   \n",
-       "88                                                                                NaN   \n",
-       "89                                                                                NaN   \n",
-       "90                                                                                NaN   \n",
-       "91                                                                                NaN   \n",
-       "92                                                                                NaN   \n",
-       "93                                                                                NaN   \n",
-       "94                                                                                NaN   \n",
-       "95                                                                                NaN   \n",
-       "96                                                                                NaN   \n",
-       "97                                                                                NaN   \n",
-       "98                                                                                NaN   \n",
-       "99                                                                                NaN   \n",
-       "100                                                                               NaN   \n",
-       "101                                                                               NaN   \n",
-       "102                                                                               NaN   \n",
-       "103                                                                               NaN   \n",
-       "104                                                                               NaN   \n",
-       "105                                                                               NaN   \n",
-       "106  https://github.com/ANHIG/IMGTHLA/commit/03bec554dde5de988a9b8834b2255b5c1fda2da9   \n",
-       "107                                                                               NaN   \n",
-       "108                                                                               NaN   \n",
-       "109                                                                               NaN   \n",
-       "110                                                                               NaN   \n",
-       "111  https://github.com/ANHIG/IMGTHLA/commit/ed8f3032452f07635808d7c426ac164a205c39ca   \n",
-       "112                                                                               NaN   \n",
-       "113  https://github.com/ANHIG/IMGTHLA/commit/02feff2f6c970ecb2e56f4d183a6914cc3671688   \n",
-       "114                                                                               NaN   \n",
-       "115  https://github.com/ANHIG/IMGTHLA/commit/a86ee12d28796d6f313c82c1e432d8d3c23642c3   \n",
-       "116                                                                               NaN   \n",
-       "117  https://github.com/ANHIG/IMGTHLA/commit/ff1912ff754078df3971b043fa1e75792eb5f574   \n",
-       "118                                                                               NaN   \n",
-       "119  https://github.com/ANHIG/IMGTHLA/commit/11bf2f4bfa5aacee1e93371db7031384464e0c00   \n",
-       "120                                                                               NaN   \n",
-       "121  https://github.com/ANHIG/IMGTHLA/commit/bb822ea4345bd2c8112c9a38b2ff52f740d66fe7   \n",
-       "122                                                                               NaN   \n",
-       "123  https://github.com/ANHIG/IMGTHLA/commit/82db091ca78ba3d56ec7e9ad8ec5b14a2c29e798   \n",
-       "124                                                                               NaN   \n",
-       "125  https://github.com/ANHIG/IMGTHLA/commit/1ef6c70cae0dd961affcbc3e12378efb28d09e82   \n",
-       "126                                                                               NaN   \n",
-       "127  https://github.com/ANHIG/IMGTHLA/commit/5518ee75e215a8a9881173733f9072b1765ac560   \n",
-       "128                                                                               NaN   \n",
-       "129  https://github.com/ANHIG/IMGTHLA/commit/c67fe7dfbd506bf0351f2e1a39dcba4011452f27   \n",
-       "130                                                                               NaN   \n",
-       "131  https://github.com/ANHIG/IMGTHLA/commit/975fe3fdb5f7a6a603407d8a402e972fd664ce77   \n",
-       "132                                                                               NaN   \n",
-       "133                                                                               NaN   \n",
-       "134  https://github.com/ANHIG/IMGTHLA/commit/8406662a52d5c36e3be3d25382fffeca637692ce   \n",
-       "135                                                                               NaN   \n",
-       "136  https://github.com/ANHIG/IMGTHLA/commit/301f14b040fe71ddaf3b3c2d82a9f018acc3ac08   \n",
-       "137                                                                               NaN   \n",
-       "138  https://github.com/ANHIG/IMGTHLA/commit/d2fa905f97c12bdc052422c2bd0612e4febc7296   \n",
-       "139                                                                               NaN   \n",
-       "140  https://github.com/ANHIG/IMGTHLA/commit/956dca426d7762aec9b4b6b2c44aecc737497b90   \n",
-       "141                                                                               NaN   \n",
-       "142  https://github.com/ANHIG/IMGTHLA/commit/54260ae30292eab4c5b6cd04e9c9f40a5f733209   \n",
-       "143                                                                               NaN   \n",
-       "144                                                                               NaN   \n",
-       "145  https://github.com/ANHIG/IMGTHLA/commit/89e34862a183428e57cfb2adfe34024e885f80c7   \n",
-       "146                                                                               NaN   \n",
-       "147  https://github.com/ANHIG/IMGTHLA/commit/5d18a91dcab45d288991ce287e10de01f9b86c8e   \n",
-       "148                                                                               NaN   \n",
-       "149                                                                               NaN   \n",
-       "150                                                                               NaN   \n",
-       "151                                                                               NaN   \n",
-       "152                                                                               NaN   \n",
-       "153  https://github.com/ANHIG/IMGTHLA/commit/dc373c05432b0862847b64053524cad676a624c1   \n",
-       "154                                                                               NaN   \n",
-       "155  https://github.com/ANHIG/IMGTHLA/commit/930ed78dd5a00c7190d4f743bbda0ae389a95fae   \n",
-       "156                                                                               NaN   \n",
-       "157  https://github.com/ANHIG/IMGTHLA/commit/cdeaf405d3a1c1537e1b9cc0d7ab1dbffb0b653c   \n",
-       "158  https://github.com/ANHIG/IMGTHLA/commit/2313e0f9e830e72fcba7d4444caabb512060fad1   \n",
-       "159                                                                               NaN   \n",
-       "160  https://github.com/ANHIG/IMGTHLA/commit/cfb6db3de7f3a7e76d88467271541ff0cc8fbca1   \n",
-       "161                                                                               NaN   \n",
-       "162  https://github.com/ANHIG/IMGTHLA/commit/059daf7439b541a96ee814460f9764df45a2393b   \n",
-       "163                                                                               NaN   \n",
-       "164  https://github.com/ANHIG/IMGTHLA/commit/d709ecc8960232754a592b2f442126f8a905e5c9   \n",
-       "165                                                                               NaN   \n",
-       "166                                                                               NaN   \n",
-       "167  https://github.com/ANHIG/IMGTHLA/commit/ed7d5ca3c803c270c2f9bf2c203e91a440a28327   \n",
-       "168                                                                               NaN   \n",
-       "169  https://github.com/ANHIG/IMGTHLA/commit/ada3512714bf4053e2210e44b4368c1cabc14f5e   \n",
-       "170                                                                               NaN   \n",
-       "171  https://github.com/ANHIG/IMGTHLA/commit/99fff9d205cc7fb0cf0b02a408ce628989bad7f9   \n",
-       "172                                                                               NaN   \n",
-       "173  https://github.com/ANHIG/IMGTHLA/commit/36da94dd4846a89c2321178900a5eb082bc19eb4   \n",
-       "174                                                                               NaN   \n",
-       "175  https://github.com/ANHIG/IMGTHLA/commit/4a0401af6be02ca688adeef3f63f5e55288d14fe   \n",
-       "176                                                                               NaN   \n",
-       "177                                                                               NaN   \n",
-       "178  https://github.com/ANHIG/IMGTHLA/commit/70055402cf42eef5e0d13a1d2ef3b93de0c020f9   \n",
-       "179                                                                               NaN   \n",
-       "180  https://github.com/ANHIG/IMGTHLA/commit/7d90e5cc213b23a0d743e9c53071ba84651bfe5a   \n",
-       "181                                                                               NaN   \n",
-       "182                                                                               NaN   \n",
-       "183                                                                               NaN   \n",
-       "184                                                                               NaN   \n",
-       "185  https://github.com/ANHIG/IMGTHLA/commit/a4444d12054ea29fb23c2f1f495bd4ee5015f8ab   \n",
-       "186                                                                               NaN   \n",
-       "187  https://github.com/ANHIG/IMGTHLA/commit/5214e65c5af3d46ffe35e9e7d0e0ede0024ee4b2   \n",
-       "188                                                                               NaN   \n",
-       "189  https://github.com/ANHIG/IMGTHLA/commit/8b89f84af6dfc4f1ebc96355a73520138dc0da57   \n",
-       "190                                                                               NaN   \n",
-       "191  https://github.com/ANHIG/IMGTHLA/commit/580de96b0844723391a641604968711510d6442a   \n",
-       "192                                                                               NaN   \n",
-       "193  https://github.com/ANHIG/IMGTHLA/commit/25d5b34c0315027ace921911b3b970f6f061dc1a   \n",
-       "194                                                                               NaN   \n",
-       "195                                                                               NaN   \n",
-       "196  https://github.com/ANHIG/IMGTHLA/commit/003ea5a0ad4901d5d23b74c950aabc25bb00dcd4   \n",
-       "197                                                                               NaN   \n",
-       "198  https://github.com/ANHIG/IMGTHLA/commit/7fdf01fe7d6d820e528facfd2667fadd97f72d36   \n",
-       "199                                                                               NaN   \n",
-       "200  https://github.com/ANHIG/IMGTHLA/commit/5c3deac6525c7c955a2cd0ce1bce6053325364d9   \n",
-       "201                                                                               NaN   \n",
-       "202                                                                               NaN   \n",
-       "203                                                                               NaN   \n",
-       "204                                                                               NaN   \n",
-       "205  https://github.com/ANHIG/IMGTHLA/commit/294df7d8073810bbfcc0e576f9fa5573818a611a   \n",
-       "206                                                                               NaN   \n",
-       "207  https://github.com/ANHIG/IMGTHLA/commit/be4d5ed21800456d4bc0806f3c0ff691428e2672   \n",
-       "208                                                                               NaN   \n",
-       "209  https://github.com/ANHIG/IMGTHLA/commit/140ad289ff4d93d5ba5168b2c6ea6b03549fea49   \n",
-       "210                                                                               NaN   \n",
-       "211  https://github.com/ANHIG/IMGTHLA/commit/0759a159d55c8615b8202b917018c8ef07097aa1   \n",
-       "212                                                                               NaN   \n",
-       "213  https://github.com/ANHIG/IMGTHLA/commit/9cd9ad7659f05f0455488e4b6f099b0c1c8ec5bc   \n",
-       "214                                                                               NaN   \n",
-       "215  https://github.com/ANHIG/IMGTHLA/commit/9058bc22aeb92d1a949f5b4deb7a60a9397223af   \n",
-       "216                                                                               NaN   \n",
-       "217  https://github.com/ANHIG/IMGTHLA/commit/673c18ede6be55c414166826f9b9f293aac4d712   \n",
-       "218                                                                               NaN   \n",
-       "219  https://github.com/ANHIG/IMGTHLA/commit/997b91b4b9f7bce0b2864a53fea8c597ce856560   \n",
-       "220                                                                               NaN   \n",
-       "221  https://github.com/ANHIG/IMGTHLA/commit/cb93364422d93a620d10f3c0570236f924cb8535   \n",
-       "222                                                                               NaN   \n",
-       "223                                                                               NaN   \n",
-       "224  https://github.com/ANHIG/IMGTHLA/commit/a31926c9f4ad39e4459965fee193c17d06afec9f   \n",
-       "225                                                                               NaN   \n",
-       "226                                                                               NaN   \n",
-       "227  https://github.com/ANHIG/IMGTHLA/commit/dc30eaa5e37a87beb406cb7eded516d74ae32097   \n",
-       "228                                                                               NaN   \n",
-       "229  https://github.com/ANHIG/IMGTHLA/commit/16372613782964481372e0e17050caa66f325a55   \n",
-       "230                                                                               NaN   \n",
-       "231  https://github.com/ANHIG/IMGTHLA/commit/d67374ac2e2935ea39591034bb2013cb275706a9   \n",
-       "232                                                                               NaN   \n",
-       "233  https://github.com/ANHIG/IMGTHLA/commit/772825eca8db8262af6d7d274dec7f8c4d8c94f1   \n",
-       "234                                                                               NaN   \n",
-       "235                                                                               NaN   \n",
-       "236                                                                               NaN   \n",
-       "237  https://github.com/ANHIG/IMGTHLA/commit/38c516e7c81ec1e13f622748fc2d5290ca2aaf57   \n",
-       "238                                                                               NaN   \n",
-       "239                                                                               NaN   \n",
-       "240                                                                               NaN   \n",
-       "241                                                                               NaN   \n",
-       "242                                                                               NaN   \n",
-       "243  https://github.com/ANHIG/IMGTHLA/commit/814e16d51b800a14a3ca90c394df84d90cc8c24d   \n",
-       "244                                                                               NaN   \n",
-       "245  https://github.com/ANHIG/IMGTHLA/commit/7c558d92c641955ce1f03be38e95057cc47ddeea   \n",
-       "246                                                                               NaN   \n",
-       "247  https://github.com/ANHIG/IMGTHLA/commit/fdfbacb192894a95177245e08264d591d3980725   \n",
-       "248                                                                               NaN   \n",
-       "249                                                                               NaN   \n",
-       "250  https://github.com/ANHIG/IMGTHLA/commit/abccbbfe6192ad26e04d5392c112e39951eec1aa   \n",
-       "251                                                                               NaN   \n",
-       "252  https://github.com/ANHIG/IMGTHLA/commit/72dbd49747c0d01d22bb090d8b847738d4ecd70c   \n",
-       "253                                                                               NaN   \n",
-       "254  https://github.com/ANHIG/IMGTHLA/commit/b3f386ec2c2bc43a823ecd09dcc888a32bb8aae1   \n",
-       "255                                                                               NaN   \n",
-       "256  https://github.com/ANHIG/IMGTHLA/commit/4a543c59a2e838e82fb9e2388670552e96b565ac   \n",
-       "257                                                                               NaN   \n",
-       "258                                                                               NaN   \n",
-       "259                                                                               NaN   \n",
-       "260                                                                               NaN   \n",
-       "261                                                                               NaN   \n",
-       "262                                                                               NaN   \n",
-       "263                                                                               NaN   \n",
-       "264                                                                               NaN   \n",
-       "265                                                                               NaN   \n",
-       "266                                                                               NaN   \n",
-       "267                                                                               NaN   \n",
-       "268                                                                               NaN   \n",
-       "269                                                                               NaN   \n",
-       "270                                                                               NaN   \n",
-       "271                                                                               NaN   \n",
-       "272                                                                               NaN   \n",
-       "273                                                                               NaN   \n",
-       "274                                                                               NaN   \n",
-       "275                                                                               NaN   \n",
-       "276                                                                               NaN   \n",
-       "277                                                                               NaN   \n",
-       "278                                                                               NaN   \n",
-       "279                                                                               NaN   \n",
-       "280                                                                               NaN   \n",
-       "281                                                                               NaN   \n",
-       "282                                                                               NaN   \n",
-       "283                                                                               NaN   \n",
-       "284                                                                               NaN   \n",
-       "285                                                                               NaN   \n",
-       "286                                                                               NaN   \n",
-       "287                                                                               NaN   \n",
-       "288                                                                               NaN   \n",
-       "289  https://github.com/ANHIG/IMGTHLA/commit/de01b0573fd9108539ef10b4e44b12d334085871   \n",
-       "290                                                                               NaN   \n",
-       "291  https://github.com/ANHIG/IMGTHLA/commit/3524e254b9229f55204336ea48a08209ff4fcaf5   \n",
-       "292                                                                               NaN   \n",
-       "293  https://github.com/ANHIG/IMGTHLA/commit/ab4270d992aa01bdad00391cf9f75637ad639f4c   \n",
-       "294                                                                               NaN   \n",
-       "295  https://github.com/ANHIG/IMGTHLA/commit/47e2bd1bac36eaec7519074b32e7e51c91e2cbfb   \n",
-       "296                                                                               NaN   \n",
-       "297                                                                               NaN   \n",
-       "298  https://github.com/ANHIG/IMGTHLA/commit/9bfeefc2260b746f6957c779cbf6b312d12a8315   \n",
-       "299                                                                               NaN   \n",
-       "300  https://github.com/ANHIG/IMGTHLA/commit/2d64b137a6c4f6a6f56b6bd78ef0dc7b1f859874   \n",
-       "301                                                                               NaN   \n",
-       "302  https://github.com/ANHIG/IMGTHLA/commit/d99d8aca3f01f7431741a998ea5cc2417d53ac9c   \n",
-       "303                                                                               NaN   \n",
-       "304  https://github.com/ANHIG/IMGTHLA/commit/08554f8595c64127fc5d7cd316e046b7f0909cb2   \n",
-       "305                                                                               NaN   \n",
-       "306                                                                               NaN   \n",
-       "307  https://github.com/ANHIG/IMGTHLA/commit/1c2e1db1481078fd1fcb254e9b6077b7a0176fe9   \n",
-       "308                                                                               NaN   \n",
-       "309  https://github.com/ANHIG/IMGTHLA/commit/3ec3328f771ccd276d42093b08b40110c22cf8bd   \n",
-       "310                                                                               NaN   \n",
-       "311                                                                               NaN   \n",
-       "312                                                                               NaN   \n",
-       "313                                                                               NaN   \n",
-       "314                                                                               NaN   \n",
-       "315                                                                               NaN   \n",
-       "316                                                                               NaN   \n",
-       "317  https://github.com/ANHIG/IMGTHLA/commit/eb55f49c6095fba21b84e56b15e35a3b4d1677ef   \n",
-       "318                                                                               NaN   \n",
-       "319  https://github.com/ANHIG/IMGTHLA/commit/c23a7bc6bba0269ee6e01572b06ea6483da2813b   \n",
-       "320                                                                               NaN   \n",
-       "321                                                                               NaN   \n",
-       "322                                                                               NaN   \n",
-       "323  https://github.com/ANHIG/IMGTHLA/commit/8753c19af7238360702ecbd5ac41c415d2721189   \n",
-       "324                                                                               NaN   \n",
-       "325  https://github.com/ANHIG/IMGTHLA/commit/f0d17a6dfbdbbb3d65562d674386340b1ae778f9   \n",
-       "326                                                                               NaN   \n",
-       "327  https://github.com/ANHIG/IMGTHLA/commit/0434e7ca92456678ce303e0c94af4e36266f1fbd   \n",
-       "328                                                                               NaN   \n",
-       "329  https://github.com/ANHIG/IMGTHLA/commit/95387f55b0ffc7a0a858a1bbf162a159a3fb12c6   \n",
-       "330                                                                               NaN   \n",
-       "331  https://github.com/ANHIG/IMGTHLA/commit/4282c60ae637ad863b5ae99ef32393590dd1ef1f   \n",
-       "332                                                                               NaN   \n",
-       "333  https://github.com/ANHIG/IMGTHLA/commit/d2cf3ddfe6861b12eb46e763b5426657ec08fb5e   \n",
-       "334                                                                               NaN   \n",
-       "335                                                                               NaN   \n",
-       "336  https://github.com/ANHIG/IMGTHLA/commit/8d0a251d1fd75d178eac597094d0508f8e1024b9   \n",
-       "337                                                                               NaN   \n",
-       "338  https://github.com/ANHIG/IMGTHLA/commit/5fd5136e8c6efd0f35352a138d3bf2b31481266a   \n",
-       "339                                                                               NaN   \n",
-       "340                                                                               NaN   \n",
-       "341                                                                               NaN   \n",
-       "342                                                                               NaN   \n",
-       "343                                                                               NaN   \n",
-       "344                                                                               NaN   \n",
-       "345  https://github.com/ANHIG/IMGTHLA/commit/fb3d245c5c449ce3b69990934a404c1ece84901f   \n",
-       "346                                                                               NaN   \n",
-       "347  https://github.com/ANHIG/IMGTHLA/commit/ae24ec929b79de60a9c0da3d2bc78a13b9b0da88   \n",
-       "348                                                                               NaN   \n",
-       "349  https://github.com/ANHIG/IMGTHLA/commit/ceec6c83623fc48e31c306c88089891fb89575b0   \n",
-       "350                                                                               NaN   \n",
-       "351  https://github.com/ANHIG/IMGTHLA/commit/b9055382e8c2c30fff6d9de6a0be0265b5abc55f   \n",
-       "352                                                                               NaN   \n",
-       "353                                                                               NaN   \n",
-       "354                                                                               NaN   \n",
-       "355                                                                               NaN   \n",
-       "356                                                                               NaN   \n",
-       "357                                                                               NaN   \n",
-       "358                                                                               NaN   \n",
-       "359                                                                               NaN   \n",
-       "360                                                                               NaN   \n",
-       "361  https://github.com/ANHIG/IMGTHLA/commit/027c139d2dda9e7bbf29d61af35f513c06a812a6   \n",
-       "362                                                                               NaN   \n",
-       "363  https://github.com/ANHIG/IMGTHLA/commit/58b9841003e927db3fdb503055a22f57cb56a57c   \n",
-       "364                                                                               NaN   \n",
-       "365  https://github.com/ANHIG/IMGTHLA/commit/f46dca0809b813e38214d96860da7ea83614e54c   \n",
-       "366                                                                               NaN   \n",
-       "367  https://github.com/ANHIG/IMGTHLA/commit/39309155109aabc9f65ebe96cf6dca3e103b9e10   \n",
-       "368                                                                               NaN   \n",
-       "369                                                                               NaN   \n",
-       "370                                                                               NaN   \n",
-       "371  https://github.com/ANHIG/IMGTHLA/commit/e923f79e2aaacacdb52de9b149c4a4946163b742   \n",
-       "372                                                                               NaN   \n",
-       "373                                                                               NaN   \n",
-       "374                                                                               NaN   \n",
-       "375  https://github.com/ANHIG/IMGTHLA/commit/fdb4666aac16126e3d851db8343e2d8c573131df   \n",
-       "376                                                                               NaN   \n",
-       "377  https://github.com/ANHIG/IMGTHLA/commit/8b002924f8c095ab39fec054b1886adca6452d31   \n",
-       "378                                                                               NaN   \n",
-       "379  https://github.com/ANHIG/IMGTHLA/commit/3b1848614de19ad87a66436350f5a3161ee61188   \n",
-       "380                                                                               NaN   \n",
-       "381                                                                               NaN   \n",
-       "382                                                                               NaN   \n",
-       "383  https://github.com/ANHIG/IMGTHLA/commit/589fec138a6544295f0b146d0da8c24735910bfb   \n",
-       "384                                                                               NaN   \n",
-       "385                                                                               NaN   \n",
-       "386  https://github.com/ANHIG/IMGTHLA/commit/2d282c36c2005a11e9d3151daaaaf7e4ca5acfb9   \n",
-       "387                                                                               NaN   \n",
-       "388                                                                               NaN   \n",
-       "389                                                                               NaN   \n",
-       "390  https://github.com/ANHIG/IMGTHLA/commit/f2472aaf572658757a7fc2b0132fcc85fbfe02c1   \n",
-       "391                                                                               NaN   \n",
-       "392                                                                               NaN   \n",
-       "393                                                                               NaN   \n",
-       "394                                                                               NaN   \n",
-       "395                                                                               NaN   \n",
-       "396  https://github.com/ANHIG/IMGTHLA/commit/2841da4de8bad88fdcff4f711d188eca731320e4   \n",
-       "397                                                                               NaN   \n",
-       "398                                                                               NaN   \n",
-       "399                                                                               NaN   \n",
-       "400                                                                               NaN   \n",
-       "401                                                                               NaN   \n",
-       "402                                                                               NaN   \n",
-       "403  https://github.com/ANHIG/IMGTHLA/commit/2841da4de8bad88fdcff4f711d188eca731320e4   \n",
-       "404  https://github.com/ANHIG/IMGTHLA/commit/1647233ff5acfd74579e079bcc0bd33aa67d0344   \n",
-       "405                                                                               NaN   \n",
-       "406                                                                               NaN   \n",
-       "407                                                                               NaN   \n",
-       "408  https://github.com/ANHIG/IMGTHLA/commit/62034dec31973902cdbad9dde49d215016520b5e   \n",
-       "409                                                                               NaN   \n",
-       "410                                                                               NaN   \n",
-       "411                                                                               NaN   \n",
-       "412                                                                               NaN   \n",
-       "413                                                                               NaN   \n",
-       "414                                                                               NaN   \n",
-       "415                                                                               NaN   \n",
-       "416                                                                               NaN   \n",
-       "417  https://github.com/ANHIG/IMGTHLA/commit/bf673b4a4f42415317b116ef71552a75d15974c7   \n",
-       "418                                                                               NaN   \n",
-       "419                                                                               NaN   \n",
-       "420  https://github.com/ANHIG/IMGTHLA/commit/ffddb088051b8b0b0de0e9956613e31f88b2fe64   \n",
-       "421                                                                               NaN   \n",
-       "422  https://github.com/ANHIG/IMGTHLA/commit/61daadbf669adf36fe353b4d6487acae57268715   \n",
-       "423                                                                               NaN   \n",
-       "424  https://github.com/ANHIG/IMGTHLA/commit/67ad77c3759b8ce339c7f72e45dc69e112346530   \n",
-       "425                                                                               NaN   \n",
-       "426  https://github.com/ANHIG/IMGTHLA/commit/6c01806964b5fd841d9e76290bb2b67a9a2014fc   \n",
-       "427                                                                               NaN   \n",
-       "428  https://github.com/ANHIG/IMGTHLA/commit/1bc1e29a8e819a698b1b88f443d908f834bb82b7   \n",
-       "429                                                                               NaN   \n",
-       "430  https://github.com/ANHIG/IMGTHLA/commit/e463a9f13ff8ab78c4df42c6af9fdc77e84ef8eb   \n",
-       "431                                                                               NaN   \n",
-       "432                                                                               NaN   \n",
-       "433  https://github.com/ANHIG/IMGTHLA/commit/431b4b6434f318354426ee02a49616b998e8cc68   \n",
-       "434                                                                               NaN   \n",
-       "435  https://github.com/ANHIG/IMGTHLA/commit/0d3a6c5423405678431f647444cbefb72626210b   \n",
-       "436                                                                               NaN   \n",
-       "437  https://github.com/ANHIG/IMGTHLA/commit/ba884d04072b9b74763294c05fecffe465056590   \n",
-       "438                                                                               NaN   \n",
-       "439                                                                               NaN   \n",
-       "440                                                                               NaN   \n",
-       "441                                                                               NaN   \n",
-       "442                                                                               NaN   \n",
-       "443                                                                               NaN   \n",
-       "444  https://github.com/ANHIG/IMGTHLA/commit/ba5f58f4889e3ece2556662ee7dfa3d72ccb6be0   \n",
-       "445                                                                               NaN   \n",
-       "446                                                                               NaN   \n",
-       "447                                                                               NaN   \n",
-       "448  https://github.com/ANHIG/IMGTHLA/commit/96e477a681d939a64af04440ee682a2d0f6be365   \n",
-       "449                                                                               NaN   \n",
-       "450  https://github.com/ANHIG/IMGTHLA/commit/01588fbf4c5636142fe8d33980a3edab2b023e9d   \n",
-       "451                                                                               NaN   \n",
-       "452  https://github.com/ANHIG/IMGTHLA/commit/fb025d76e2509be704b4b738e4ac5f83e511aea3   \n",
-       "453                                                                               NaN   \n",
-       "454                                                                               NaN   \n",
-       "455  https://github.com/ANHIG/IMGTHLA/commit/788e9d8a3e8db9606824d2d52646bd91902f03a9   \n",
-       "456                                                                               NaN   \n",
-       "457  https://github.com/ANHIG/IMGTHLA/commit/b46aec85945ed773eff0445db3b0940f4469d028   \n",
-       "458                                                                               NaN   \n",
-       "459  https://github.com/ANHIG/IMGTHLA/commit/9ab5d76764617e43c840fbe187b7c3173682d94c   \n",
-       "460                                                                               NaN   \n",
-       "461                                                                               NaN   \n",
-       "462                                                                               NaN   \n",
-       "463  https://github.com/ANHIG/IMGTHLA/commit/054dac767e3513fed7ced0639fc67dd371b4bd28   \n",
-       "464                                                                               NaN   \n",
-       "465  https://github.com/ANHIG/IMGTHLA/commit/48caa202c941b79a1868311cd2bc2dbf45889aea   \n",
-       "466                                                                               NaN   \n",
-       "467  https://github.com/ANHIG/IMGTHLA/commit/bd4562b0edc5b02a22b8a588568e04f0362d8220   \n",
-       "468                                                                               NaN   \n",
-       "469  https://github.com/ANHIG/IMGTHLA/commit/e05a5c42d89815626d4a272d3283e2bd86f5fc66   \n",
-       "470                                                                               NaN   \n",
-       "471                                                                               NaN   \n",
-       "472                                                                               NaN   \n",
-       "473                                                                               NaN   \n",
-       "474  https://github.com/ANHIG/IMGTHLA/commit/30ca054efd7872597e8a3e14043627ae126a1ee9   \n",
-       "475  https://github.com/ANHIG/IMGTHLA/commit/b25532e27dabf40752a2687c6b14c7e521addf4d   \n",
-       "476                                                                               NaN   \n",
-       "477                                                                               NaN   \n",
-       "478  https://github.com/ANHIG/IMGTHLA/commit/b23d7db0eebbf52d510780cefb6e09f83de70581   \n",
-       "479                                                                               NaN   \n",
-       "480  https://github.com/ANHIG/IMGTHLA/commit/0d5afcde672cf0472d5f02f4705dd8d31c32eb01   \n",
-       "481                                                                               NaN   \n",
-       "482                                                                               NaN   \n",
-       "483  https://github.com/ANHIG/IMGTHLA/commit/e5af6aaf8ce3d052cab09bcda8f45c8efafeaeb4   \n",
-       "484                                                                               NaN   \n",
-       "485                                                                               NaN   \n",
-       "486                                                                               NaN   \n",
-       "487                                                                               NaN   \n",
-       "488                                                                               NaN   \n",
-       "489                                                                               NaN   \n",
-       "490                                                                               NaN   \n",
-       "491  https://github.com/ANHIG/IMGTHLA/commit/aa665c92a1e8a83795a769b2df05ea523230a6ea   \n",
-       "492                                                                               NaN   \n",
-       "493                                                                               NaN   \n",
-       "494  https://github.com/ANHIG/IMGTHLA/commit/04b174de7519eba544de546c8da83605b2d67695   \n",
-       "495                                                                               NaN   \n",
-       "496  https://github.com/ANHIG/IMGTHLA/commit/776bfa37573cd955f2a65b153c2a4a9da135ccf3   \n",
-       "497                                                                               NaN   \n",
-       "498  https://github.com/ANHIG/IMGTHLA/commit/84b22ea27bf990f8863509d5a808f221d211fbbd   \n",
-       "499                                                                               NaN   \n",
-       "500  https://github.com/ANHIG/IMGTHLA/commit/a3b490b6e73aaf6cf8f936f8ef77180bae8fa0e7   \n",
-       "501                                                                               NaN   \n",
-       "502  https://github.com/ANHIG/IMGTHLA/commit/19d69647f9abfa71c99eb9db5c38006af993864e   \n",
-       "503                                                                               NaN   \n",
-       "504  https://github.com/ANHIG/IMGTHLA/commit/17fd07eda35d5224aa199c8b75a187676e59f4f8   \n",
-       "505                                                                               NaN   \n",
-       "506  https://github.com/ANHIG/IMGTHLA/commit/a48af996cb97f811d37735f251903ece2b08cbfc   \n",
-       "507                                                                               NaN   \n",
-       "508  https://github.com/ANHIG/IMGTHLA/commit/09f5ae780a2907e61ad8d04555cb4a07c45ba2d7   \n",
-       "509  https://github.com/ANHIG/IMGTHLA/commit/7ca733b18edab1fc837a34e3764b7d55e8dc93b0   \n",
-       "510  https://github.com/ANHIG/IMGTHLA/commit/145561f6c5c7a3e6a4a07366457eb3a1edcf2200   \n",
-       "511                                                                               NaN   \n",
-       "512  https://github.com/ANHIG/IMGTHLA/commit/48e676dd09433ba9181d31db3c938b68cbc2c194   \n",
-       "513                                                                               NaN   \n",
-       "514                                                                               NaN   \n",
-       "515                                                                               NaN   \n",
-       "516  https://github.com/ANHIG/IMGTHLA/commit/a192c306215ff6657c46c06ac3d8e44fa8b0c237   \n",
-       "517                                                                               NaN   \n",
-       "518                                                                               NaN   \n",
-       "519                                                                               NaN   \n",
-       "520  https://github.com/ANHIG/IMGTHLA/commit/432ebf6dddf39319f93a984938d160f5fdd86b02   \n",
-       "521                                                                               NaN   \n",
-       "522  https://github.com/ANHIG/IMGTHLA/commit/59ed1d6dffcc2787bf974f4ea69092a9072cc184   \n",
-       "523                                                                               NaN   \n",
-       "524  https://github.com/ANHIG/IMGTHLA/commit/46a38e4abbd2392c57350f023b5c855070e44cf7   \n",
-       "525                                                                               NaN   \n",
-       "526  https://github.com/ANHIG/IMGTHLA/commit/9ad7336fb1b7b6307310efb0308f6f7362133e8c   \n",
-       "527                                                                               NaN   \n",
-       "528  https://github.com/ANHIG/IMGTHLA/commit/c436780fea7228df63f493451531be6fd448854e   \n",
-       "529                                                                               NaN   \n",
-       "530  https://github.com/ANHIG/IMGTHLA/commit/d6c74bdb8f18dc13086d95ff3072af1422b61889   \n",
-       "531                                                                               NaN   \n",
-       "532                                                                               NaN   \n",
-       "533                                                                               NaN   \n",
-       "534  https://github.com/ANHIG/IMGTHLA/commit/41b3364db96b56b6dd596d776385657e9f2d96a2   \n",
-       "535                                                                               NaN   \n",
-       "536  https://github.com/ANHIG/IMGTHLA/commit/5ef0d330953fba1889653b120bdf50d22cc571a7   \n",
-       "537                                                                               NaN   \n",
-       "538                                                                               NaN   \n",
-       "539                                                                               NaN   \n",
-       "540  https://github.com/ANHIG/IMGTHLA/commit/e9eb52c8016d15233e9c70537d830181bc28fec5   \n",
-       "541                                                                               NaN   \n",
-       "542                                                                               NaN   \n",
-       "543                                                                               NaN   \n",
-       "544  https://github.com/ANHIG/IMGTHLA/commit/7a7d58ec828e8295dd4011f4f460f961a2b4428a   \n",
-       "545                                                                               NaN   \n",
-       "546  https://github.com/ANHIG/IMGTHLA/commit/03ded64be9b290287ab0101891ca6f338861c2fe   \n",
-       "547                                                                               NaN   \n",
-       "548  https://github.com/ANHIG/IMGTHLA/commit/25c04ea1f8bc4a9915417998310a563bdbb48115   \n",
-       "549                                                                               NaN   \n",
-       "550                                                                               NaN   \n",
-       "551  https://github.com/ANHIG/IMGTHLA/commit/2fdc68adf24ec02e28fba5657c7f31c1373491d2   \n",
-       "552                                                                               NaN   \n",
-       "553  https://github.com/ANHIG/IMGTHLA/commit/5df8b7ecec0e249df5485dd622efed8b35758540   \n",
-       "554                                                                               NaN   \n",
-       "555                                                                               NaN   \n",
-       "556                                                                               NaN   \n",
-       "557                                                                               NaN   \n",
-       "558                                                                               NaN   \n",
-       "559  https://github.com/ANHIG/IMGTHLA/commit/a65fcca04e51ba8a9d48d2ee676be1de7ff01746   \n",
-       "560                                                                               NaN   \n",
-       "561                                                                               NaN   \n",
-       "562                                                                               NaN   \n",
-       "563                                                                               NaN   \n",
-       "564                                                                               NaN   \n",
-       "565                                                                               NaN   \n",
-       "566                                                                               NaN   \n",
-       "567                                                                               NaN   \n",
-       "568                                                                               NaN   \n",
-       "569                                                                               NaN   \n",
-       "570                                                                               NaN   \n",
-       "571                                                                               NaN   \n",
-       "572                                                                               NaN   \n",
-       "573                                                                               NaN   \n",
-       "574                                                                               NaN   \n",
-       "575                                                                               NaN   \n",
-       "576                                                                               NaN   \n",
-       "577                                                                               NaN   \n",
-       "578                                                                               NaN   \n",
-       "579                                                                               NaN   \n",
-       "580                                                                               NaN   \n",
-       "581                                                                               NaN   \n",
-       "582                                                                               NaN   \n",
-       "583                                                                               NaN   \n",
-       "584                                                                               NaN   \n",
-       "585                                                                               NaN   \n",
-       "586                                                                               NaN   \n",
-       "587                                                                               NaN   \n",
-       "588                                                                               NaN   \n",
-       "589                                                                               NaN   \n",
-       "590                                                                               NaN   \n",
-       "591                                                                               NaN   \n",
-       "592                                                                               NaN   \n",
-       "593  https://github.com/ANHIG/IMGTHLA/commit/c37267e1ee355c619a3058da5a7135e19e6522de   \n",
-       "594                                                                               NaN   \n",
-       "595  https://github.com/ANHIG/IMGTHLA/commit/7b746d5303493fb53214ceffbd9b365c8ef4a126   \n",
-       "596                                                                               NaN   \n",
-       "597  https://github.com/ANHIG/IMGTHLA/commit/4240ef4cf17e503c44b177ff0f7b740258ac2e70   \n",
-       "598  https://github.com/ANHIG/IMGTHLA/commit/a2726dfb0cde8a5d567ce9a115d4f254f2af3851   \n",
-       "599                                                                               NaN   \n",
-       "600                                                                               NaN   \n",
-       "601  https://github.com/ANHIG/IMGTHLA/commit/cf8ed2bb499fae21b7ed1544177ef3589a8246b1   \n",
-       "602                                                                               NaN   \n",
-       "603                                                                               NaN   \n",
-       "604                                                                               NaN   \n",
-       "605                                                                               NaN   \n",
-       "606                                                                               NaN   \n",
-       "607                                                                               NaN   \n",
-       "608                                                                               NaN   \n",
-       "609                                                                               NaN   \n",
-       "610                                                                               NaN   \n",
-       "611  https://github.com/ANHIG/IMGTHLA/commit/4871325c65b16d5fc1a0fb406ebf539c3cbcf054   \n",
-       "612  https://github.com/ANHIG/IMGTHLA/commit/2f6878301950dfea48a8147a6d8bd012be564063   \n",
-       "613                                                                               NaN   \n",
-       "614  https://github.com/ANHIG/IMGTHLA/commit/ee9eefb21f878da18c72bdc04b31d6ec5d8ade06   \n",
-       "615                                                                               NaN   \n",
-       "616                                                                               NaN   \n",
-       "617                                                                               NaN   \n",
-       "618                                                                               NaN   \n",
-       "619                                                                               NaN   \n",
-       "620                                                                               NaN   \n",
-       "621  https://github.com/ANHIG/IMGTHLA/commit/b57de92d58da2bf787e5af34ab09e0e8ee6cea6c   \n",
-       "622                                                                               NaN   \n",
-       "623  https://github.com/ANHIG/IMGTHLA/commit/89b57278869c7b46fbbaf94825ed336328f3567a   \n",
-       "624                                                                               NaN   \n",
-       "625  https://github.com/ANHIG/IMGTHLA/commit/d3fd19b04d4256600e8c90a27a2b317d61514c86   \n",
-       "626                                                                               NaN   \n",
-       "627  https://github.com/ANHIG/IMGTHLA/commit/1a3007e433ed7ccffc4a2c7c36ed8013d6105d4d   \n",
-       "628                                                                               NaN   \n",
-       "629  https://github.com/ANHIG/IMGTHLA/commit/8f892b2675dd6464f526d32f1ad1d3fd62fa3b03   \n",
-       "630                                                                               NaN   \n",
-       "631                                                                               NaN   \n",
-       "632  https://github.com/ANHIG/IMGTHLA/commit/352813601073bcdc3d5eb08d1be07be904276a9a   \n",
-       "633                                                                               NaN   \n",
-       "634                                                                               NaN   \n",
-       "635                                                                               NaN   \n",
-       "636  https://github.com/ANHIG/IMGTHLA/commit/d53cfe39089bd2ce40cf0fa06167d0ae38e3e4ea   \n",
-       "637                                                                               NaN   \n",
-       "638  https://github.com/ANHIG/IMGTHLA/commit/ddda708da9f2f41ae7e7d122973c2eddb141d949   \n",
-       "639                                                                               NaN   \n",
-       "640  https://github.com/ANHIG/IMGTHLA/commit/3f46491c0fe377fd922412c93137efb6a4879b05   \n",
-       "641                                                                               NaN   \n",
-       "642  https://github.com/ANHIG/IMGTHLA/commit/178c68cca2044cbd5032cbff23e4c06b738aed2a   \n",
-       "643                                                                               NaN   \n",
-       "644                                                                               NaN   \n",
-       "645                                                                               NaN   \n",
-       "646                                                                               NaN   \n",
-       "647  https://github.com/ANHIG/IMGTHLA/commit/d86bdd9983424c792691269fa10e6f022ccf2191   \n",
-       "648                                                                               NaN   \n",
-       "649                                                                               NaN   \n",
-       "650  https://github.com/ANHIG/IMGTHLA/commit/fc712c5a4dd00f534e845982a29f46a14e22b292   \n",
-       "651  https://github.com/ANHIG/IMGTHLA/commit/db46d2a0209720c5fa0ab8b03403f7009f69d2d6   \n",
-       "652                                                                               NaN   \n",
-       "653                                                                               NaN   \n",
-       "654                                                                               NaN   \n",
-       "655  https://github.com/ANHIG/IMGTHLA/commit/8ab272288e81fa9a49fd4765579b066c2c03cc10   \n",
-       "656                                                                               NaN   \n",
-       "657  https://github.com/ANHIG/IMGTHLA/commit/db33aee5dc0b44251b64ff4c2e2f05d59e4e3a2d   \n",
-       "658                                                                               NaN   \n",
-       "659                                                                               NaN   \n",
-       "660  https://github.com/ANHIG/IMGTHLA/commit/5e1d9764c8e96749bc11d52807eea1f7cc38ce5c   \n",
-       "661                                                                               NaN   \n",
-       "662  https://github.com/ANHIG/IMGTHLA/commit/4d33035dd296826bbde200e17e5281910ac8be13   \n",
-       "663                                                                               NaN   \n",
-       "664                                                                               NaN   \n",
-       "665                                                                               NaN   \n",
-       "666                                                                               NaN   \n",
-       "667  https://github.com/ANHIG/IMGTHLA/commit/d1dd2ac5e2b6a8abef9e33ed397807ece52a22fe   \n",
-       "668  https://github.com/ANHIG/IMGTHLA/commit/c90cc62006b35061c8db4b6f8da1b86de7650b23   \n",
-       "669                                                                               NaN   \n",
-       "670  https://github.com/ANHIG/IMGTHLA/commit/8732e7d4739a911e01f69d2c5bda82ca15ca68a9   \n",
-       "671                                                                               NaN   \n",
-       "672                                                                               NaN   \n",
-       "673  https://github.com/ANHIG/IMGTHLA/commit/1fd937e6c0ff8452f64152aec9632f0586f981d1   \n",
-       "674                                                                               NaN   \n",
-       "675  https://github.com/ANHIG/IMGTHLA/commit/8f80f24d49797595d8a18b8d4d1f59846fbf3fe1   \n",
-       "676                                                                               NaN   \n",
-       "677                                                                               NaN   \n",
-       "678  https://github.com/ANHIG/IMGTHLA/commit/2c631a4b61d529ff1c0635750888f6f6d79c2703   \n",
-       "679                                                                               NaN   \n",
-       "680  https://github.com/ANHIG/IMGTHLA/commit/2d38d3313229fdc5f8aa00052a2db21b35be3d2d   \n",
-       "681                                                                               NaN   \n",
-       "682                                                                               NaN   \n",
-       "683                                                                               NaN   \n",
-       "684                                                                               NaN   \n",
-       "685                                                                               NaN   \n",
-       "686                                                                               NaN   \n",
-       "687                                                                               NaN   \n",
-       "688                                                                               NaN   \n",
-       "689                                                                               NaN   \n",
-       "690                                                                               NaN   \n",
-       "691                                                                               NaN   \n",
-       "692                                                                               NaN   \n",
-       "693                                                                               NaN   \n",
-       "694                                                                               NaN   \n",
-       "695                                                                               NaN   \n",
-       "696                                                                               NaN   \n",
-       "697                                                                               NaN   \n",
-       "698                                                                               NaN   \n",
-       "699                                                                               NaN   \n",
-       "700                                                                               NaN   \n",
-       "701                                                                               NaN   \n",
-       "702                                                                               NaN   \n",
-       "703  https://github.com/ANHIG/IMGTHLA/commit/36220a1c5c2d6954f4873a552544cc0e55b61d0a   \n",
-       "704                                                                               NaN   \n",
-       "705                                                                               NaN   \n",
-       "706  https://github.com/ANHIG/IMGTHLA/commit/4b8432c7d56121c84d6ef1d75a1c7185c628c13d   \n",
-       "707                                                                               NaN   \n",
-       "708  https://github.com/ANHIG/IMGTHLA/commit/def376dc6955b339b17f0a4b840e80eb6b9c744b   \n",
-       "709                                                                               NaN   \n",
-       "710                                                                               NaN   \n",
-       "711                                                                               NaN   \n",
-       "712                                                                               NaN   \n",
-       "713                                                                               NaN   \n",
-       "714                                                                               NaN   \n",
-       "715                                                                               NaN   \n",
-       "716                                                                               NaN   \n",
-       "717  https://github.com/ANHIG/IMGTHLA/commit/62945381d236dcdb2770daf1fa861b216b99635c   \n",
-       "718                                                                               NaN   \n",
-       "719  https://github.com/ANHIG/IMGTHLA/commit/9283ea834c9036298d0ffeec455cb00e80998157   \n",
-       "720                                                                               NaN   \n",
-       "721  https://github.com/ANHIG/IMGTHLA/commit/8bbbfb664b7d9787893860b9b199118363f0d29f   \n",
-       "722                                                                               NaN   \n",
-       "723  https://github.com/ANHIG/IMGTHLA/commit/dd94105b16d0b851349385f7a6366ea63a7ab41f   \n",
-       "724                                                                               NaN   \n",
-       "725  https://github.com/ANHIG/IMGTHLA/commit/83aa94b540407ccdfcb452c77439b86c543f849d   \n",
-       "726                                                                               NaN   \n",
-       "727  https://github.com/ANHIG/IMGTHLA/commit/f71eae6423f6fc21208543a100271fb1f3594ca0   \n",
-       "728                                                                               NaN   \n",
-       "729  https://github.com/ANHIG/IMGTHLA/commit/860f0e2963f4e17a3a4ee6631b00f85831414b7c   \n",
-       "730                                                                               NaN   \n",
-       "731  https://github.com/ANHIG/IMGTHLA/commit/37db1de2825438e8850de308d43a162a6d5c0ebd   \n",
-       "732                                                                               NaN   \n",
-       "733  https://github.com/ANHIG/IMGTHLA/commit/7d00d7b49cbcc987e07752845bd8b14986316ab4   \n",
-       "734                                                                               NaN   \n",
-       "735                                                                               NaN   \n",
-       "736  https://github.com/ANHIG/IMGTHLA/commit/9269ebc7d683892d200250d1cb9b50e65775adf1   \n",
-       "737                                                                               NaN   \n",
-       "738  https://github.com/ANHIG/IMGTHLA/commit/e4fd1e39a4d9f1da8e7efe4a7f699320e287dcdb   \n",
-       "\n",
-       "     author  committer  \n",
-       "0       NaN        NaN  \n",
-       "1       NaN        NaN  \n",
-       "2       NaN        NaN  \n",
-       "3       NaN        NaN  \n",
-       "4       NaN        NaN  \n",
-       "5       NaN        NaN  \n",
-       "6       NaN        NaN  \n",
-       "7       NaN        NaN  \n",
-       "8       NaN        NaN  \n",
-       "9       NaN        NaN  \n",
-       "10      NaN        NaN  \n",
-       "11      NaN        NaN  \n",
-       "12      NaN        NaN  \n",
-       "13      NaN        NaN  \n",
-       "14      NaN        NaN  \n",
-       "15      NaN        NaN  \n",
-       "16      NaN        NaN  \n",
-       "17      NaN        NaN  \n",
-       "18      NaN        NaN  \n",
-       "19      NaN        NaN  \n",
-       "20      NaN        NaN  \n",
-       "21      NaN        NaN  \n",
-       "22      NaN        NaN  \n",
-       "23      NaN        NaN  \n",
-       "24      NaN        NaN  \n",
-       "25      NaN        NaN  \n",
-       "26      NaN        NaN  \n",
-       "27      NaN        NaN  \n",
-       "28      NaN        NaN  \n",
-       "29      NaN        NaN  \n",
-       "30      NaN        NaN  \n",
-       "31      NaN        NaN  \n",
-       "32      NaN        NaN  \n",
-       "33      NaN        NaN  \n",
-       "34      NaN        NaN  \n",
-       "35      NaN        NaN  \n",
-       "36      NaN        NaN  \n",
-       "37      NaN        NaN  \n",
-       "38      NaN        NaN  \n",
-       "39      NaN        NaN  \n",
-       "40      NaN        NaN  \n",
-       "41      NaN        NaN  \n",
-       "42      NaN        NaN  \n",
-       "43      NaN        NaN  \n",
-       "44      NaN        NaN  \n",
-       "45      NaN        NaN  \n",
-       "46      NaN        NaN  \n",
-       "47      NaN        NaN  \n",
-       "48      NaN        NaN  \n",
-       "49      NaN        NaN  \n",
-       "50      NaN        NaN  \n",
-       "51      NaN        NaN  \n",
-       "52      NaN        NaN  \n",
-       "53      NaN        NaN  \n",
-       "54      NaN        NaN  \n",
-       "55      NaN        NaN  \n",
-       "56      NaN        NaN  \n",
-       "57      NaN        NaN  \n",
-       "58      NaN        NaN  \n",
-       "59      NaN        NaN  \n",
-       "60      NaN        NaN  \n",
-       "61      NaN        NaN  \n",
-       "62      NaN        NaN  \n",
-       "63      NaN        NaN  \n",
-       "64      NaN        NaN  \n",
-       "65      NaN        NaN  \n",
-       "66      NaN        NaN  \n",
-       "67      NaN        NaN  \n",
-       "68      NaN        NaN  \n",
-       "69      NaN        NaN  \n",
-       "70      NaN        NaN  \n",
-       "71      NaN        NaN  \n",
-       "72      NaN        NaN  \n",
-       "73      NaN        NaN  \n",
-       "74      NaN        NaN  \n",
-       "75      NaN        NaN  \n",
-       "76      NaN        NaN  \n",
-       "77      NaN        NaN  \n",
-       "78      NaN        NaN  \n",
-       "79      NaN        NaN  \n",
-       "80      NaN        NaN  \n",
-       "81      NaN        NaN  \n",
-       "82      NaN        NaN  \n",
-       "83      NaN        NaN  \n",
-       "84      NaN        NaN  \n",
-       "85      NaN        NaN  \n",
-       "86      NaN        NaN  \n",
-       "87      NaN        NaN  \n",
-       "88      NaN        NaN  \n",
-       "89      NaN        NaN  \n",
-       "90      NaN        NaN  \n",
-       "91      NaN        NaN  \n",
-       "92      NaN        NaN  \n",
-       "93      NaN        NaN  \n",
-       "94      NaN        NaN  \n",
-       "95      NaN        NaN  \n",
-       "96      NaN        NaN  \n",
-       "97      NaN        NaN  \n",
-       "98      NaN        NaN  \n",
-       "99      NaN        NaN  \n",
-       "100     NaN        NaN  \n",
-       "101     NaN        NaN  \n",
-       "102     NaN        NaN  \n",
-       "103     NaN        NaN  \n",
-       "104     NaN        NaN  \n",
-       "105     NaN        NaN  \n",
-       "106     NaN        NaN  \n",
-       "107     NaN        NaN  \n",
-       "108     NaN        NaN  \n",
-       "109     NaN        NaN  \n",
-       "110     NaN        NaN  \n",
-       "111     NaN        NaN  \n",
-       "112     NaN        NaN  \n",
-       "113     NaN        NaN  \n",
-       "114     NaN        NaN  \n",
-       "115     NaN        NaN  \n",
-       "116     NaN        NaN  \n",
-       "117     NaN        NaN  \n",
-       "118     NaN        NaN  \n",
-       "119     NaN        NaN  \n",
-       "120     NaN        NaN  \n",
-       "121     NaN        NaN  \n",
-       "122     NaN        NaN  \n",
-       "123     NaN        NaN  \n",
-       "124     NaN        NaN  \n",
-       "125     NaN        NaN  \n",
-       "126     NaN        NaN  \n",
-       "127     NaN        NaN  \n",
-       "128     NaN        NaN  \n",
-       "129     NaN        NaN  \n",
-       "130     NaN        NaN  \n",
-       "131     NaN        NaN  \n",
-       "132     NaN        NaN  \n",
-       "133     NaN        NaN  \n",
-       "134     NaN        NaN  \n",
-       "135     NaN        NaN  \n",
-       "136     NaN        NaN  \n",
-       "137     NaN        NaN  \n",
-       "138     NaN        NaN  \n",
-       "139     NaN        NaN  \n",
-       "140     NaN        NaN  \n",
-       "141     NaN        NaN  \n",
-       "142     NaN        NaN  \n",
-       "143     NaN        NaN  \n",
-       "144     NaN        NaN  \n",
-       "145     NaN        NaN  \n",
-       "146     NaN        NaN  \n",
-       "147     NaN        NaN  \n",
-       "148     NaN        NaN  \n",
-       "149     NaN        NaN  \n",
-       "150     NaN        NaN  \n",
-       "151     NaN        NaN  \n",
-       "152     NaN        NaN  \n",
-       "153     NaN        NaN  \n",
-       "154     NaN        NaN  \n",
-       "155     NaN        NaN  \n",
-       "156     NaN        NaN  \n",
-       "157     NaN        NaN  \n",
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-       "720     NaN        NaN  \n",
-       "721     NaN        NaN  \n",
-       "722     NaN        NaN  \n",
-       "723     NaN        NaN  \n",
-       "724     NaN        NaN  \n",
-       "725     NaN        NaN  \n",
-       "726     NaN        NaN  \n",
-       "727     NaN        NaN  \n",
-       "728     NaN        NaN  \n",
-       "729     NaN        NaN  \n",
-       "730     NaN        NaN  \n",
-       "731     NaN        NaN  \n",
-       "732     NaN        NaN  \n",
-       "733     NaN        NaN  \n",
-       "734     NaN        NaN  \n",
-       "735     NaN        NaN  \n",
-       "736     NaN        NaN  \n",
-       "737     NaN        NaN  \n",
-       "738     NaN        NaN  "
+       "{'name': '3550',\n",
+       " 'commit': {'sha': 'e4fd1e39a4d9f1da8e7efe4a7f699320e287dcdb',\n",
+       "  'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/commits/e4fd1e39a4d9f1da8e7efe4a7f699320e287dcdb'},\n",
+       " 'protected': False}"
       ]
      },
-     "execution_count": 24,
+     "execution_count": 29,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "unique_commits_df"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### Handling Error SHAs\n",
-    "Some SHAs do not allow files to be retrieved using the GitHub REST API:\n",
-    "```json\n",
-    "[\n",
-    "    \"8d77b3dd93959663d58ae5b626289d0746edd0e7\",\n",
-    "    \"252d7c5dc9d2f7671447fd11fe6bb004c438f34b\",\n",
-    "    \"e1cd1ec3e66f4ab2b218f6758ed315f557778655\",\n",
-    "    \"fa208da83a7f96d62c1e4efee2018074bbd805e0\",\n",
-    "    \"09ed08b9abcd97622d59ec37e31b4706dc9a9391\",\n",
-    "    \"8db938b1eb58dd8c77cba9b7524f84cf8ffe719c\",\n",
-    "    \"041318439bf0ba291f990faaa27cd6ad0a062d13\",\n",
-    "    \"ba5cb3d05c7b3ba5024cdafa192d89af186f08a9\",\n",
-    "    \"7ca4eb239a96884142d3ef0b0182d3bc84ec1bba\",\n",
-    "    \"3abe7e12dcbc3824315959af4428c53bd760c6e7\",\n",
-    "    \"c4d3f67ef7ef4b5f6571b4f1d4aa5b928d2a3d56\",\n",
-    "    \"23044ee80c27f75bb34c9f9ac689b1c68cd65914\"\n",
-    "]\n",
-    "```\n",
-    "\n",
-    "In this case version 300 is still missing."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 28,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "commit = get_commit(GITHUB_REPOSITORY_OWNER, GITHUB_REPOSITORY_NAME, \"ba5cb3d05c7b3ba5024cdafa192d89af186f08a9\")"
+    "all_branches[-2]"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 29,
+   "execution_count": 30,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "{'sha': 'ba5cb3d05c7b3ba5024cdafa192d89af186f08a9',\n",
-       " 'node_id': 'MDY6Q29tbWl0MjQ1NDAxMzY6YmE1Y2IzZDA1YzdiM2JhNTAyNGNkYWZhMTkyZDg5YWYxODZmMDhhOQ==',\n",
-       " 'commit': {'author': {'name': 'anhig',\n",
-       "   'email': 'james.robinson@anthonynolan.org',\n",
-       "   'date': '2017-06-07T13:49:28Z'},\n",
-       "  'committer': {'name': 'anhig',\n",
-       "   'email': 'james.robinson@anthonynolan.org',\n",
-       "   'date': '2017-06-07T13:49:28Z'},\n",
-       "  'message': 'Addition of historical WMDA files\\n\\nAddition of historical WMDA files',\n",
-       "  'tree': {'sha': '9eafc92b0944c5e08f7c4b9faeb75c491d293a8a',\n",
-       "   'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/git/trees/9eafc92b0944c5e08f7c4b9faeb75c491d293a8a'},\n",
-       "  'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/git/commits/ba5cb3d05c7b3ba5024cdafa192d89af186f08a9',\n",
-       "  'comment_count': 0,\n",
-       "  'verification': {'verified': False,\n",
-       "   'reason': 'unsigned',\n",
-       "   'signature': None,\n",
-       "   'payload': None}},\n",
-       " 'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/commits/ba5cb3d05c7b3ba5024cdafa192d89af186f08a9',\n",
-       " 'html_url': 'https://github.com/ANHIG/IMGTHLA/commit/ba5cb3d05c7b3ba5024cdafa192d89af186f08a9',\n",
-       " 'comments_url': 'https://api.github.com/repos/ANHIG/IMGTHLA/commits/ba5cb3d05c7b3ba5024cdafa192d89af186f08a9/comments',\n",
-       " 'author': {'login': 'jrob119',\n",
-       "  'id': 19726400,\n",
-       "  'node_id': 'MDQ6VXNlcjE5NzI2NDAw',\n",
-       "  'avatar_url': 'https://avatars.githubusercontent.com/u/19726400?v=4',\n",
-       "  'gravatar_id': '',\n",
-       "  'url': 'https://api.github.com/users/jrob119',\n",
-       "  'html_url': 'https://github.com/jrob119',\n",
-       "  'followers_url': 'https://api.github.com/users/jrob119/followers',\n",
-       "  'following_url': 'https://api.github.com/users/jrob119/following{/other_user}',\n",
-       "  'gists_url': 'https://api.github.com/users/jrob119/gists{/gist_id}',\n",
-       "  'starred_url': 'https://api.github.com/users/jrob119/starred{/owner}{/repo}',\n",
-       "  'subscriptions_url': 'https://api.github.com/users/jrob119/subscriptions',\n",
-       "  'organizations_url': 'https://api.github.com/users/jrob119/orgs',\n",
-       "  'repos_url': 'https://api.github.com/users/jrob119/repos',\n",
-       "  'events_url': 'https://api.github.com/users/jrob119/events{/privacy}',\n",
-       "  'received_events_url': 'https://api.github.com/users/jrob119/received_events',\n",
-       "  'type': 'User',\n",
-       "  'site_admin': False},\n",
-       " 'committer': {'login': 'jrob119',\n",
-       "  'id': 19726400,\n",
-       "  'node_id': 'MDQ6VXNlcjE5NzI2NDAw',\n",
-       "  'avatar_url': 'https://avatars.githubusercontent.com/u/19726400?v=4',\n",
-       "  'gravatar_id': '',\n",
-       "  'url': 'https://api.github.com/users/jrob119',\n",
-       "  'html_url': 'https://github.com/jrob119',\n",
-       "  'followers_url': 'https://api.github.com/users/jrob119/followers',\n",
-       "  'following_url': 'https://api.github.com/users/jrob119/following{/other_user}',\n",
-       "  'gists_url': 'https://api.github.com/users/jrob119/gists{/gist_id}',\n",
-       "  'starred_url': 'https://api.github.com/users/jrob119/starred{/owner}{/repo}',\n",
-       "  'subscriptions_url': 'https://api.github.com/users/jrob119/subscriptions',\n",
-       "  'organizations_url': 'https://api.github.com/users/jrob119/orgs',\n",
-       "  'repos_url': 'https://api.github.com/users/jrob119/repos',\n",
-       "  'events_url': 'https://api.github.com/users/jrob119/events{/privacy}',\n",
-       "  'received_events_url': 'https://api.github.com/users/jrob119/received_events',\n",
-       "  'type': 'User',\n",
-       "  'site_admin': False},\n",
-       " 'parents': [{'sha': '8db938b1eb58dd8c77cba9b7524f84cf8ffe719c',\n",
-       "   'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/commits/8db938b1eb58dd8c77cba9b7524f84cf8ffe719c',\n",
-       "   'html_url': 'https://github.com/ANHIG/IMGTHLA/commit/8db938b1eb58dd8c77cba9b7524f84cf8ffe719c'}],\n",
-       " 'stats': {'total': 17268, 'additions': 17268, 'deletions': 0},\n",
-       " 'files': [{'sha': '0e2ae53e68f235327b0e5d6f6263bbb54fa53067',\n",
-       "   'filename': 'wmda/hla_nom.txt',\n",
-       "   'status': 'added',\n",
-       "   'additions': 4997,\n",
-       "   'deletions': 0,\n",
-       "   'changes': 4997,\n",
-       "   'blob_url': 'https://github.com/ANHIG/IMGTHLA/blob/ba5cb3d05c7b3ba5024cdafa192d89af186f08a9/wmda%2Fhla_nom.txt',\n",
-       "   'raw_url': 'https://github.com/ANHIG/IMGTHLA/raw/ba5cb3d05c7b3ba5024cdafa192d89af186f08a9/wmda%2Fhla_nom.txt',\n",
-       "   'contents_url': 'https://api.github.com/repos/ANHIG/IMGTHLA/contents/wmda%2Fhla_nom.txt?ref=ba5cb3d05c7b3ba5024cdafa192d89af186f08a9'},\n",
-       "  {'sha': 'f2c9461fe914d7ff2e5690846547f608b42dfaa3',\n",
-       "   'filename': 'wmda/hla_nom_g.txt',\n",
-       "   'status': 'added',\n",
-       "   'additions': 4191,\n",
-       "   'deletions': 0,\n",
-       "   'changes': 4191,\n",
-       "   'blob_url': 'https://github.com/ANHIG/IMGTHLA/blob/ba5cb3d05c7b3ba5024cdafa192d89af186f08a9/wmda%2Fhla_nom_g.txt',\n",
-       "   'raw_url': 'https://github.com/ANHIG/IMGTHLA/raw/ba5cb3d05c7b3ba5024cdafa192d89af186f08a9/wmda%2Fhla_nom_g.txt',\n",
-       "   'contents_url': 'https://api.github.com/repos/ANHIG/IMGTHLA/contents/wmda%2Fhla_nom_g.txt?ref=ba5cb3d05c7b3ba5024cdafa192d89af186f08a9'},\n",
-       "  {'sha': 'bbc39091ddc891e26720077c58ababdd979643f4',\n",
-       "   'filename': 'wmda/hla_nom_p.txt',\n",
-       "   'status': 'added',\n",
-       "   'additions': 3292,\n",
-       "   'deletions': 0,\n",
-       "   'changes': 3292,\n",
-       "   'blob_url': 'https://github.com/ANHIG/IMGTHLA/blob/ba5cb3d05c7b3ba5024cdafa192d89af186f08a9/wmda%2Fhla_nom_p.txt',\n",
-       "   'raw_url': 'https://github.com/ANHIG/IMGTHLA/raw/ba5cb3d05c7b3ba5024cdafa192d89af186f08a9/wmda%2Fhla_nom_p.txt',\n",
-       "   'contents_url': 'https://api.github.com/repos/ANHIG/IMGTHLA/contents/wmda%2Fhla_nom_p.txt?ref=ba5cb3d05c7b3ba5024cdafa192d89af186f08a9'},\n",
-       "  {'sha': '57ecd4d5a56abcfe3535f36405889536bd5b69a3',\n",
-       "   'filename': 'wmda/md5checksum.txt',\n",
-       "   'status': 'added',\n",
-       "   'additions': 6,\n",
-       "   'deletions': 0,\n",
-       "   'changes': 6,\n",
-       "   'blob_url': 'https://github.com/ANHIG/IMGTHLA/blob/ba5cb3d05c7b3ba5024cdafa192d89af186f08a9/wmda%2Fmd5checksum.txt',\n",
-       "   'raw_url': 'https://github.com/ANHIG/IMGTHLA/raw/ba5cb3d05c7b3ba5024cdafa192d89af186f08a9/wmda%2Fmd5checksum.txt',\n",
-       "   'contents_url': 'https://api.github.com/repos/ANHIG/IMGTHLA/contents/wmda%2Fmd5checksum.txt?ref=ba5cb3d05c7b3ba5024cdafa192d89af186f08a9',\n",
-       "   'patch': '@@ -0,0 +1,6 @@\\n+MD5 (Icon\\r) = d41d8cd98f00b204e9800998ecf8427e\\n+MD5 (hla_nom.txt) = bd0fb59dcd892539442a76e6925e7526\\n+MD5 (hla_nom_g.txt) = 404a41e44d1890e2f13afcf71cb4dc1b\\n+MD5 (hla_nom_p.txt) = 486ea94ed70c45da1867024fdff3338f\\n+MD5 (rel_dna_ser.txt) = 13f0b5a2cda109ed02c0bc2bafc5e7da\\n+MD5 (rel_ser_ser.txt) = cb6f32d2e07272a7671df6db72f208ff'},\n",
-       "  {'sha': '54d8df17ec28852c8cb4f415ee13f59dfb693386',\n",
-       "   'filename': 'wmda/rel_dna_ser.txt',\n",
-       "   'status': 'added',\n",
-       "   'additions': 4747,\n",
-       "   'deletions': 0,\n",
-       "   'changes': 4747,\n",
-       "   'blob_url': 'https://github.com/ANHIG/IMGTHLA/blob/ba5cb3d05c7b3ba5024cdafa192d89af186f08a9/wmda%2Frel_dna_ser.txt',\n",
-       "   'raw_url': 'https://github.com/ANHIG/IMGTHLA/raw/ba5cb3d05c7b3ba5024cdafa192d89af186f08a9/wmda%2Frel_dna_ser.txt',\n",
-       "   'contents_url': 'https://api.github.com/repos/ANHIG/IMGTHLA/contents/wmda%2Frel_dna_ser.txt?ref=ba5cb3d05c7b3ba5024cdafa192d89af186f08a9'},\n",
-       "  {'sha': 'f3b4c1d04df7a3065862b255f2a169b1afbee68d',\n",
-       "   'filename': 'wmda/rel_ser_ser.txt',\n",
-       "   'status': 'added',\n",
-       "   'additions': 35,\n",
-       "   'deletions': 0,\n",
-       "   'changes': 35,\n",
-       "   'blob_url': 'https://github.com/ANHIG/IMGTHLA/blob/ba5cb3d05c7b3ba5024cdafa192d89af186f08a9/wmda%2Frel_ser_ser.txt',\n",
-       "   'raw_url': 'https://github.com/ANHIG/IMGTHLA/raw/ba5cb3d05c7b3ba5024cdafa192d89af186f08a9/wmda%2Frel_ser_ser.txt',\n",
-       "   'contents_url': 'https://api.github.com/repos/ANHIG/IMGTHLA/contents/wmda%2Frel_ser_ser.txt?ref=ba5cb3d05c7b3ba5024cdafa192d89af186f08a9',\n",
-       "   'patch': '@@ -0,0 +1,35 @@\\n+# file: rel_ser_ser.txt\\n+# date: 2010-04-01\\n+# origin: http://hla.alleles.org/wmda/rel_ser_ser.txt\\n+# author: WHO, Steven G. E. Marsh (steven.marsh@ucl.ac.uk)\\n+A;2;;203/210\\n+A;9;23/24;\\n+A;10;25/26/34/66;\\n+A;19;29/30/31/32/33/74;\\n+A;24;;2403\\n+A;28;68/69;\\n+B;5;51/52;\\n+B;7;;703\\n+B;12;44/45;\\n+B;14;64/65;\\n+B;15;62/63/75/76/77;\\n+B;16;38/39;\\n+B;17;57/58;\\n+B;21;49/50;4005\\n+B;22;54/55/56;\\n+B;27;;2708\\n+B;39;;3901/3902\\n+B;40;60/61;\\n+B;51;;5102/5103\\n+B;70;71/72;\\n+Cw;3;9/10;\\n+DQ;1;5/6;\\n+DQ;3;7/8/9;\\n+DR;1;;103\\n+DR;2;15/16;\\n+DR;3;17/18;\\n+DR;5;11/12;\\n+DR;6;13/14;\\n+DR;14;;1403/1404\\n+Dw;6;18/19;\\n+Dw;7;11/17;\\n\\\\ No newline at end of file'}]}"
+       "[{'name': '3520',\n",
+       "  'commit': {'sha': '62945381d236dcdb2770daf1fa861b216b99635c',\n",
+       "   'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/commits/62945381d236dcdb2770daf1fa861b216b99635c'},\n",
+       "  'protected': False},\n",
+       " {'name': '3530',\n",
+       "  'commit': {'sha': '83aa94b540407ccdfcb452c77439b86c543f849d',\n",
+       "   'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/commits/83aa94b540407ccdfcb452c77439b86c543f849d'},\n",
+       "  'protected': False},\n",
+       " {'name': '3540',\n",
+       "  'commit': {'sha': '7d00d7b49cbcc987e07752845bd8b14986316ab4',\n",
+       "   'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/commits/7d00d7b49cbcc987e07752845bd8b14986316ab4'},\n",
+       "  'protected': False},\n",
+       " {'name': '3550',\n",
+       "  'commit': {'sha': 'e4fd1e39a4d9f1da8e7efe4a7f699320e287dcdb',\n",
+       "   'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/commits/e4fd1e39a4d9f1da8e7efe4a7f699320e287dcdb'},\n",
+       "  'protected': False},\n",
+       " {'name': 'Latest',\n",
+       "  'commit': {'sha': 'df6ba6f80a2c5f999590f06fced6c4c4ff56b89d',\n",
+       "   'url': 'https://api.github.com/repos/ANHIG/IMGTHLA/commits/df6ba6f80a2c5f999590f06fced6c4c4ff56b89d'},\n",
+       "  'protected': False}]"
       ]
      },
-     "execution_count": 29,
+     "execution_count": 30,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "commit"
+    "all_branches[-5:]"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 31,
    "metadata": {},
    "outputs": [],
-   "source": []
+   "source": [
+    "# write json to file for all-branches\n",
+    "with open(root_dir / \"all-branches.json\", \"w\") as f:\n",
+    "    json.dump(all_branches, f, indent=4)"
+   ]
   }
  ],
  "metadata": {
diff --git a/notebooks/0.2-github-api-eda.ipynb b/notebooks/0.2-github-api-eda.ipynb
index 77729da0..a77fecef 100644
--- a/notebooks/0.2-github-api-eda.ipynb
+++ b/notebooks/0.2-github-api-eda.ipynb
@@ -77,26 +77,6 @@
     "GITHUB_REPOSITORY_NAME = \"IMGTHLA\" # os.environ[\"GITHUB_REPOSITORY_NAME\"]\n"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "'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'"
-      ]
-     },
-     "execution_count": 4,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "GITHUB_PERSONAL_ACCESS_TOKEN"
-   ]
-  },
   {
    "cell_type": "code",
    "execution_count": 5,
@@ -306,26 +286,6 @@
     "paginator = GitHubPaginator(GITHUB_PERSONAL_ACCESS_TOKEN)"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": 13,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "'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'"
-      ]
-     },
-     "execution_count": 13,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "GITHUB_PERSONAL_ACCESS_TOKEN"
-   ]
-  },
   {
    "cell_type": "code",
    "execution_count": 20,

From 65eb9e7dd5b4eb33c2ada7947ade1c8ff234c14b Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 10 Mar 2024 18:19:18 -0700
Subject: [PATCH 327/367] update target asset regex

---
 gfe-db/pipeline/config/source-config.json | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/gfe-db/pipeline/config/source-config.json b/gfe-db/pipeline/config/source-config.json
index ac8a87fd..67f0d1ff 100644
--- a/gfe-db/pipeline/config/source-config.json
+++ b/gfe-db/pipeline/config/source-config.json
@@ -1,6 +1,6 @@
 {
-    "created_utc": "2024-02-11T23:36:40.352Z",
-    "updated_utc": "2024-02-11T23:36:40.352Z",
+    "created_utc": "2024-03-10T21:08:25.742Z",
+    "updated_utc": "2024-03-10T21:08:25.742Z",
     "repositories": {
         "ANHIG/IMGTHLA": {
             "owner": "ANHIG",
@@ -20,22 +20,22 @@
                     {
                         "description": "Extract release version metadata for commits from 3a71348 to current",
                         "asset_path": "alignments/V_nuc.txt",
-                        "metadata_regex": "[1-9]\\d{0,1}\\.[1-9]\\d{0,2}\\.0(?:\\.\\d{1,2})?(?=\\s|$)"
+                        "metadata_regex": "[1-9]\\d{0,1}\\.[0-9]\\d{0,2}\\.[0-9](?:\\.\\d{1,2})?(?=\\s|$)"
                     },
                     {
                         "description": "Extract release version metadata for commits from 8632b0d to 3645f26",
                         "asset_path": "aligments/V_nuc.txt",
-                        "metadata_regex": "[1-9]\\d{0,1}\\.[1-9]\\d{0,2}\\.0(?:\\.\\d{1,2})?(?=\\s|$)"
+                        "metadata_regex": "[1-9]\\d{0,1}\\.[0-9]\\d{0,2}\\.[0-9](?:\\.\\d{1,2})?(?=\\s|$)"
                     },
                     {
                         "description": "Extract release version metadata for commits from af54d28 to 9d8f585",
                         "asset_path": "Alignments/V_nuc.txt",
-                        "metadata_regex": "[1-9]\\d{0,1}\\.[1-9]\\d{0,2}\\.0(?:\\.\\d{1,2})?(?=\\s|$)"
+                        "metadata_regex": "[1-9]\\d{0,1}\\.[0-9]\\d{0,2}\\.[0-9](?:\\.\\d{1,2})?(?=\\s|$)"
                     },
                     {
                         "description": "Extract release version metadata for all commits including and before 08e0ef9",
                         "asset_path": "V_nuc.txt",
-                        "metadata_regex": "[1-9]\\d{0,1}\\.[1-9]\\d{0,2}\\.0(?:\\.\\d{1,2})?(?=\\s|$)"
+                        "metadata_regex": "[1-9]\\d{0,1}\\.[0-9]\\d{0,2}\\.[0-9](?:\\.\\d{1,2})?(?=\\s|$)"
                     }
                 ]
             },

From c98b8db6065bac5079c470b22f6ebce6e5f311f1 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 28 Apr 2024 14:18:24 -0700
Subject: [PATCH 328/367] skip branch if name is not a release version

---
 .../gfe_db_models/gfedbmodels/types.py          | 17 +++++++++++------
 gfe-db/pipeline/scripts/state/build.py          |  6 +++++-
 2 files changed, 16 insertions(+), 7 deletions(-)

diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
index 014df353..a231688a 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
@@ -85,12 +85,17 @@ def url_is_valid(v):
 release_version_re = r"^[1-9][0-9]{1,2}0$"
 
 
-def version_is_valid(v):
-    if not re.match(release_version_re, str(v)):
-        raise ValueError(
-            f"Release version must match regex pattern `{release_version_re}`"
-        )
-    return v
+def version_is_valid(v, return_bool=False):
+
+    if not return_bool:
+        if not re.match(release_version_re, str(v)):
+            raise ValueError(
+                f"Release version must match regex pattern `{release_version_re}`"
+            )
+        return v
+    
+    elif return_bool:
+        return bool(re.match(release_version_re, str(v)))
 
 
 # validate that commit sha is a 40 character hex string
diff --git a/gfe-db/pipeline/scripts/state/build.py b/gfe-db/pipeline/scripts/state/build.py
index 194ce623..aa21d30a 100644
--- a/gfe-db/pipeline/scripts/state/build.py
+++ b/gfe-db/pipeline/scripts/state/build.py
@@ -19,6 +19,7 @@
 from pygethub import list_branches, GitHubPaginator
 from gfedbmodels.utils import get_utc_now, select_keys, filter_nested_nulls, get_commit
 from gfedbmodels.types import (
+    version_is_valid,
     SourceConfig,
     RepositoryConfig,
     Commit,
@@ -40,7 +41,10 @@ def get_branch_commits(branches):
 
     for item in branches:
 
-        if item["name"].lower() == "latest":
+        # if item["name"].lower() == "latest":
+        #     continue
+
+        if not version_is_valid(item["name"], return_bool=True):
             continue
 
         release_version = item["name"]

From 5c273f2707e85dcbb930bcfe21cab810ad8c85c0 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 28 Apr 2024 15:36:52 -0700
Subject: [PATCH 329/367] handle both user and new commits concurrently

---
 gfe-db/pipeline/config/source-config.json     |   4 +-
 .../functions/check_source_update/app.py      | 363 ++++++++++--------
 .../check_source_update/user-event.json       |   2 +-
 .../gfe_db_models/gfedbmodels/types.py        |   1 -
 gfe-db/pipeline/scripts/requirements.txt      |   2 +-
 gfe-db/pipeline/scripts/state/build.py        |   3 -
 6 files changed, 214 insertions(+), 161 deletions(-)

diff --git a/gfe-db/pipeline/config/source-config.json b/gfe-db/pipeline/config/source-config.json
index 67f0d1ff..9077d048 100644
--- a/gfe-db/pipeline/config/source-config.json
+++ b/gfe-db/pipeline/config/source-config.json
@@ -1,6 +1,6 @@
 {
-    "created_utc": "2024-03-10T21:08:25.742Z",
-    "updated_utc": "2024-03-10T21:08:25.742Z",
+    "created_utc": "2024-04-28T21:16:47.663Z",
+    "updated_utc": "2024-04-28T21:16:47.663Z",
     "repositories": {
         "ANHIG/IMGTHLA": {
             "owner": "ANHIG",
diff --git a/gfe-db/pipeline/functions/check_source_update/app.py b/gfe-db/pipeline/functions/check_source_update/app.py
index 754fd66d..8df9f9c3 100644
--- a/gfe-db/pipeline/functions/check_source_update/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/app.py
@@ -23,6 +23,7 @@
 from pygethub import list_branches, GitHubPaginator
 from gfedbmodels.constants import session, pipeline
 from gfedbmodels.types import (
+    version_is_valid,
     str_to_datetime,
     str_from_datetime,
     InputParameters,
@@ -60,17 +61,19 @@
 logger = logging.getLogger()
 logger.setLevel(logging.INFO)
 
-logger.info(
-    f"Fetching source config from {data_bucket_name}/{PIPELINE_SOURCE_CONFIG_S3_PATH}"
-)
+STAGE = os.environ["STAGE"]
+APP_NAME = os.environ["APP_NAME"]
+GITHUB_PERSONAL_ACCESS_TOKEN = pipeline.secrets.GitHubPersonalAccessToken
 
 s3 = session.client("s3")
 dynamodb = session.resource("dynamodb")
 queue = session.resource("sqs")
 
-STAGE = os.environ["STAGE"]
-APP_NAME = os.environ["APP_NAME"]
-GITHUB_PERSONAL_ACCESS_TOKEN = pipeline.secrets.GitHubPersonalAccessToken
+gfedb_processing_queue = queue.Queue(gfedb_processing_queue_url)
+
+logger.info(
+    f"Fetching source config from {data_bucket_name}/{PIPELINE_SOURCE_CONFIG_S3_PATH}"
+)
 
 # Get data source configuration
 source_config = read_source_config(
@@ -80,8 +83,8 @@
 )
 
 source_repo_config = source_config.repositories[f"{GITHUB_REPOSITORY_OWNER}/{GITHUB_REPOSITORY_NAME}"]
+default_input_parameters = source_repo_config.default_input_parameters
 
-gfedb_processing_queue = queue.Queue(gfedb_processing_queue_url)
 
 # TODO validate commits against tracked source files requiring ingestion
 def lambda_handler(event, context):
@@ -121,19 +124,18 @@ def lambda_handler(event, context):
 
         # Extract commit sha, release version  into tuples from both the app and repo states for set operations
         app_state_commits = set([(item.commit.sha, item.execution.version) for item in execution_state_items])
-        # app_state_commits = set([(item.commit.sha, item.execution.version) for item in execution_state_items][:-1]) # todo: for testing, remove before deploy
         repo_state_commits = set([(item.commit.sha, item.execution.version) for item in repo_state])
 
         # get the difference between the two states
         new_items = []
         if app_state_commits != repo_state_commits:
-            new_commits = repo_state_commits - app_state_commits
+            new_app_state_commits = repo_state_commits - app_state_commits
 
             # update the outdated records in app state with the new records from repo state
-            logger.info(f"Updating execution state with new commits: {new_commits}")
+            logger.info(f"Updating execution state with new commits: {new_app_state_commits}")
             
             # get the new records from the repo state
-            new_items.extend([item for item in repo_state if (item.commit.sha, item.execution.version) in new_commits])
+            new_items.extend([item for item in repo_state if (item.commit.sha, item.execution.version) in new_app_state_commits])
 
             # insert the new records into the remote app state
             items = format_execution_state_items(new_items)
@@ -147,17 +149,26 @@ def lambda_handler(event, context):
             execution_state_items, key=lambda x: x.commit.date_utc, reverse=False
         )
 
+        # # Reassign the app state commits to the updated state
+        # app_state_commits = new_app_state_commits
+
     except Exception as e:
         import traceback
         message = f"Error syncing app state: {e}\n{traceback.format_exc()}\n{json.dumps(event)}"
         logger.error(message)
         raise Exception(message)
 
+
+
+
+
     ### Process New and User Requested Release Versions ###
-    unprocessed_execution_state_items = []
+    unprocessed_execution_state_items_with_params = []
+    unprocessed_commits = set()
 
     # Parse event for user input
     user_items = []
+    user_input_parameters = None
     if is_user_event:
 
         # Get the state items for each release given by the user
@@ -167,160 +178,202 @@ def lambda_handler(event, context):
             synced_execution_state_items
         ))
 
-    # Combine the new items and user items
-    unprocessed_execution_state_items.extend(new_items + user_items)
-
-    # TODO Convert unprocessed items to state machine payload
-    # TODO deduplicate and sort the unprocessed_execution_state_items by date
+        user_input_parameters = InputParameters(**event)
 
-    try:
-        commits_with_releases = []
-        # Handle manually triggered pipeline execution
-        if "releases" in event:
-            is_user_event = True
 
-            logger.info(f"Processing release(s) from user: {event['releases']}")
+    # TODO BOOKMARK 3/10/24
+    # Remove duplicate releases before combining new and user items
+    if bool(new_items and user_items):
+        user_commits = set([(item.commit.sha, item.execution.version) for item in user_items])
 
-            # TODO marshal releases to InputPayloadItem instead of casting to int
-            # extract the most recent record for the release value passed in the event
-            releases = [int(release) for release in event["releases"].split(",")]
+        # Remove duplicate release versions
+        new_item_commits = list(set(new_app_state_commits) - set(user_commits))
+        new_items = [ item for item in new_items if (item.commit.sha, item.execution.version) in new_item_commits ]
 
-            # Filter the execution state for the release version(s) provided in the input event
-            for release in releases:
-                commits_with_releases.extend(list(filter(
-                    lambda record: record.execution.version == release,
-                    execution_state
-                )))
+        unprocessed_execution_state_items_with_params.extend(
+            [ (default_input_parameters, item) for item in new_items + user_items ]
+        )
 
-            releases_without_commits = list(set(releases) - set([item.execution.version for item in execution_state]))
+    # Combine the new items and user items paired with respective input parameters
+    if bool(new_items and not user_items):
+        unprocessed_execution_state_items_with_params.extend(
+            [ (default_input_parameters, item) for item in new_items ]
+        )
+    if bool(not new_items and user_items):
+        unprocessed_execution_state_items_with_params.extend(
+            [ (user_input_parameters, item) for item in user_items ]
+        )
 
-            if not commits_with_releases or releases_without_commits:
-                logger.info("No commits found for release version(s) provided, fetching most recent commits...")
-                most_recent_commits = get_most_recent_commits(execution_state)
-            else:
-                most_recent_commits = []
+    # Return if there are no new or user requested items
+    if not unprocessed_execution_state_items_with_params:
+        message = "No new commits found"
+        logger.info(message)
+        return {
+            "statusCode": 200,
+            "body": json.dumps({"message": message}),
+        }
 
-            # Set input parameters for manual pipeline execution from event
-            input_parameters = InputParameters(**event)
+    # TODO Convert unprocessed items to state machine payload
+    # TODO deduplicate and sort the unprocessed_execution_state_items by date
 
-        # Handle scheduled pipeline execution
-        else:
-            is_user_event = False
-
-            # Use default parameters for automated pipeline execution
-            input_parameters = source_repo_config.default_input_parameters
-            # 2) Get the most recent commits from github since the most recent commit date retrieved from DynamoDB
-            most_recent_commits = get_most_recent_commits(execution_state)
-
-            # Return if no commits are found, otherwise process the new commits
-            if not most_recent_commits:
-                message = "No new commits found"
-                logger.info(message)
-                return {
-                    "statusCode": 200,
-                    "body": json.dumps({"message": message}),
-                }
-            
-            logger.info(
-                f"Found {len(most_recent_commits)} commit(s) not yet processed\n{json.dumps([commit['sha'] for commit in most_recent_commits], indent=2)}"
-            )
 
-        logger.info(f"Getting release versions")
-
-
-        if most_recent_commits:
-            for commit in most_recent_commits:
-                sha = commit["sha"]
-
-                # Loop through available file assets containing release version metadata
-                for asset_config in source_repo_config.target_metadata_config.items:
-                    try:
-
-                        # Get the release version for the commit by examining file asset contents
-                        release_version = get_release_version_for_commit(
-                            commit=commit, 
-                            owner=GITHUB_REPOSITORY_OWNER,
-                            repo=GITHUB_REPOSITORY_NAME,
-                            token=GITHUB_PERSONAL_ACCESS_TOKEN,
-                            asset_path=asset_config.asset_path,
-                            metadata_regex=asset_config.metadata_regex
-                        )
-                        logger.info(
-                            f"Found release version {release_version} for commit {sha}"
-                        )
-
-                        # Build the execution object to be stored in the state table (`execution__*` fields)
-                        execution_detail = ExecutionDetailsConfig(
-                            **{
-                                "version": release_version, 
-                                "status": ExecutionStatus.NOT_PROCESSED
-                            }
-                        )
-
-                        # Build the repository object to be stored in the state table (`repository__*` fields)
-                        repository_config = RepositoryConfig(
-                            **{
-                                "owner": GITHUB_REPOSITORY_OWNER,
-                                "name": GITHUB_REPOSITORY_NAME,
-                                "url": f"https://github.com/{GITHUB_REPOSITORY_OWNER}/{GITHUB_REPOSITORY_NAME}",
-                                # TODO remove default params from state table, they are retrieved from source config file in S3
-                                # "default_input_parameters": source_repo_config.default_input_parameters,
-                            }
-                        )
-
-                        # Assemble the execution state item for the new commit
-                        execution_state_item = ExecutionStateItem(
-                            created_utc=utc_now,
-                            execution=execution_detail,
-                            repository=repository_config,
-                            commit=Commit.from_response_json(commit),
-                        )
-
-                        commits_with_releases.append(execution_state_item)
-                        # break the loop if successful
-                        break
-                    except Exception as e:
-                        logger.info(f"Error getting release version for commit {sha}: {e}")
-
-        logger.info("Updating execution state")
-        if is_user_event:
-            recent_commits_for_release = select_most_recent_commit_for_release(commits_with_releases, releases)
-        else:
-            ### Process each release using the most recent commit for that version ###
-            # 1a) Mark the most recent commit for each release as PENDING
-            # input_parameters = source_repo_config.default_input_parameters
-            recent_commits_for_release = select_most_recent_commit_for_release(commits_with_releases)
+    # try:
+        # commits_with_releases = []
+        # # Handle manually triggered pipeline execution
+        # if "releases" in event:
+        #     is_user_event = True
+
+        #     logger.info(f"Processing release(s) from user: {event['releases']}")
+
+        #     # TODO marshal releases to InputPayloadItem instead of casting to int
+        #     # extract the most recent record for the release value passed in the event
+        #     releases = [int(release) for release in event["releases"].split(",")]
+
+        #     # Filter the execution state for the release version(s) provided in the input event
+        #     for release in releases:
+        #         commits_with_releases.extend(list(filter(
+        #             lambda record: record.execution.version == release,
+        #             execution_state
+        #         )))
+
+        #     releases_without_commits = list(set(releases) - set([item.execution.version for item in execution_state]))
+
+        #     if not commits_with_releases or releases_without_commits:
+        #         logger.info("No commits found for release version(s) provided, fetching most recent commits...")
+        #         most_recent_commits = get_most_recent_commits(execution_state)
+        #     else:
+        #         most_recent_commits = []
+
+        #     # Set input parameters for manual pipeline execution from event
+        #     input_parameters = InputParameters(**event)
+
+        # # Handle scheduled pipeline execution
+        # is_user_event = False
+
+        # # Use default parameters for automated pipeline execution
+        # input_parameters = source_repo_config.default_input_parameters
+        # # 2) Get the most recent commits from github since the most recent commit date retrieved from DynamoDB
+        # most_recent_commits = get_most_recent_commits(execution_state)
+
+        # TODO (optional) Re-fetch app state from the table and compare it to the local app state to ensure they are in sync
+        # # This block can be used to further separate responsibilities if state syncing and release processing are split into separate functions
+        # # Get all items from app state table
+        # execution_state = get_execution_state(table)
+        # execution_state_items = execution_state.items
+        # # Compare the app state with the local app state to find new commits
+        # if execution_state_items != synced_execution_state_items:
+        #     raise Exception("App state is out of sync with the local app state")
+
+        # logger.info(f"Getting release versions")
+        # if most_recent_commits:
+        #     for commit in most_recent_commits:
+        #         sha = commit["sha"]
+
+        #         # Loop through available file assets containing release version metadata
+        #         for asset_config in source_repo_config.target_metadata_config.items:
+        #             try:
+
+        #                 # Get the release version for the commit by examining file asset contents
+        #                 release_version = get_release_version_for_commit(
+        #                     commit=commit, 
+        #                     owner=GITHUB_REPOSITORY_OWNER,
+        #                     repo=GITHUB_REPOSITORY_NAME,
+        #                     token=GITHUB_PERSONAL_ACCESS_TOKEN,
+        #                     asset_path=asset_config.asset_path,
+        #                     metadata_regex=asset_config.metadata_regex
+        #                 )
+        #                 logger.info(
+        #                     f"Found release version {release_version} for commit {sha}"
+        #                 )
+
+        #                 # Build the execution object to be stored in the state table (`execution__*` fields)
+        #                 execution_detail = ExecutionDetailsConfig(
+        #                     **{
+        #                         "version": release_version, 
+        #                         "status": ExecutionStatus.NOT_PROCESSED
+        #                     }
+        #                 )
+
+        #                 # Build the repository object to be stored in the state table (`repository__*` fields)
+        #                 repository_config = RepositoryConfig(
+        #                     **{
+        #                         "owner": GITHUB_REPOSITORY_OWNER,
+        #                         "name": GITHUB_REPOSITORY_NAME,
+        #                         "url": f"https://github.com/{GITHUB_REPOSITORY_OWNER}/{GITHUB_REPOSITORY_NAME}",
+        #                         # TODO remove default params from state table, they are retrieved from source config file in S3
+        #                         # "default_input_parameters": source_repo_config.default_input_parameters,
+        #                     }
+        #                 )
+
+        #                 # Assemble the execution state item for the new commit
+        #                 execution_state_item = ExecutionStateItem(
+        #                     created_utc=utc_now,
+        #                     execution=execution_detail,
+        #                     repository=repository_config,
+        #                     commit=Commit.from_response_json(commit),
+        #                 )
+
+        #                 commits_with_releases.append(execution_state_item)
+        #                 # break the loop if successful
+        #                 break
+        #             except Exception as e:
+        #                 logger.info(f"Error getting release version for commit {sha}: {e}")
+
+    logger.info("Updating execution state for pending release versions")
+        # if is_user_event:
+        #     recent_commits_for_release = select_most_recent_commit_for_release(commits_with_releases, releases)
+        # else:
+        ### Process each release using the most recent commit for that version ###
+        # 1a) Mark the most recent commit for each release as PENDING
+        # input_parameters = source_repo_config.default_input_parameters
+        # recent_commits_for_release = select_most_recent_commit_for_release(commits_with_releases)
+
+        # recent_commits_for_release = select_most_recent_commit_for_release(unprocessed_execution_state_items)
         
-        pending_commits = [
+        # pending_commits = [
+        #     update_execution_state_item(
+        #         execution_state_item=execution_state_item,
+        #         invocation_id=invocation_id,
+        #         status=ExecutionStatus.PENDING,
+        #         timestamp=utc_now,
+        #         input_parameters=input_parameters,
+        #         version=version,
+        #     )
+        #     for item in recent_commits_for_release
+        #     for version, execution_state_item in item.items()
+        # ]
+
+        # # 1b) Mark the older commits for each release as SKIPPED *only* if they are marked as NOT_PROCESSED
+        # skipped_commits = [
+        #     update_execution_state_item(
+        #         execution_state_item=execution_state_item, 
+        #         invocation_id=invocation_id,
+        #         status=ExecutionStatus.SKIPPED,
+        #         timestamp=utc_now
+        #     )
+        #     for execution_state_item in commits_with_releases
+        #     if (execution_state_item not in pending_commits and execution_state_item.execution.status == ExecutionStatus.NOT_PROCESSED)
+        # ]
+
+        # # 1c) Combine the pending and skipped commits
+        # new_execution_state = sorted(
+        #     pending_commits + skipped_commits, key=lambda x: x.commit.date_utc, reverse=False
+        # )
+
+    try:
+        # Update the status of unprocessed items to PENDING
+        new_execution_state = [
             update_execution_state_item(
-                execution_state_item=execution_state_item,
+                execution_state_item=item,
                 invocation_id=invocation_id,
                 status=ExecutionStatus.PENDING,
                 timestamp=utc_now,
-                input_parameters=input_parameters,
-                version=version,
-            )
-            for item in recent_commits_for_release
-            for version, execution_state_item in item.items()
-        ]
-
-        # 1b) Mark the older commits for each release as SKIPPED *only* if they are marked as NOT_PROCESSED
-        skipped_commits = [
-            update_execution_state_item(
-                execution_state_item=execution_state_item, 
-                invocation_id=invocation_id,
-                status=ExecutionStatus.SKIPPED,
-                timestamp=utc_now
+                input_parameters=input_params,
+                version=item.execution.version
             )
-            for execution_state_item in commits_with_releases
-            if (execution_state_item not in pending_commits and execution_state_item.execution.status == ExecutionStatus.NOT_PROCESSED)
+            for input_params, item in unprocessed_execution_state_items_with_params
         ]
 
-        # 1c) Combine the pending and skipped commits
-        new_execution_state = sorted(
-            pending_commits + skipped_commits, key=lambda x: x.commit.date_utc, reverse=False
-        )
-
         # validate that at least one commit is pending, otherwise raise an error
         if not any([item.execution.status == ExecutionStatus.PENDING for item in new_execution_state]):
             message = "Commits were found but none are marked PENDING."
@@ -334,6 +387,9 @@ def lambda_handler(event, context):
 
         # 3) Load new commit records to the state table
         if len(items) > 0:
+            # Sort by execution__version key
+            items = sorted(items, key=lambda x: x["execution__version"], reverse=False)
+
             with table.batch_writer() as batch:
                 logger.info(
                     f"Loading {len(items)} items to {execution_state_table_name}"
@@ -347,7 +403,7 @@ def lambda_handler(event, context):
         # 4) Send pending commits to the state machine for build and load
         execution_payload = [
             ExecutionPayloadItem.from_execution_state_item(item).model_dump()
-            for item in pending_commits
+            for item in new_execution_state
         ]
         execution_payload = sorted(
             execution_payload, key=lambda x: x["version"], reverse=False
@@ -379,6 +435,7 @@ def lambda_handler(event, context):
         logger.error(message)
         raise Exception(message)
 
+    return
 
 def generate_execution_id(sha: str, timestamp: str, version: int = None) -> str:
     """Generate an execution id for the state machine execution with format:
@@ -450,7 +507,7 @@ def select_most_recent_commit_for_release(commits: list[ExecutionStateItem], sel
     if select_release_versions:
         release_versions = list(set([item.execution.version for item in commits if item.execution.version in select_release_versions]))
     else:
-    # group by release version and get most recent by commit date (max date_utc)
+        # group by release version and get most recent by commit date (max date_utc)
         release_versions = list(set([item.execution.version for item in commits]))
 
     return [
@@ -521,7 +578,7 @@ def get_branch_commits(branches: list[dict]) -> list[ExecutionStateItem]:
 
     for item in branches:
 
-        if item["name"].lower() == "latest":
+        if not version_is_valid(item["name"], return_bool=True):
             continue
 
         release_version = item["name"]
@@ -596,7 +653,7 @@ def build_execution_state(branches, utc_now=None):
     from pathlib import Path
 
     # event = json.loads((Path(__file__).parent / "schedule-event.json").read_text())
-    event = json.loads((Path(__file__).parent / "error-event.json").read_text())
+    event = json.loads((Path(__file__).parent / "user-event.json").read_text())
 
     class MockContext:
         aws_request_id = "1234"
diff --git a/gfe-db/pipeline/functions/check_source_update/user-event.json b/gfe-db/pipeline/functions/check_source_update/user-event.json
index e7bc710b..b1aed161 100644
--- a/gfe-db/pipeline/functions/check_source_update/user-event.json
+++ b/gfe-db/pipeline/functions/check_source_update/user-event.json
@@ -2,7 +2,7 @@
     "align": false,
     "kir": false,
     "limit": 1000,
-    "releases": "3540",
+    "releases": "3540,3550",
     "mem_profile": false,
     "use_existing_build": true
 }
\ No newline at end of file
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
index a231688a..61a0d2f4 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/types.py
@@ -84,7 +84,6 @@ def url_is_valid(v):
 
 release_version_re = r"^[1-9][0-9]{1,2}0$"
 
-
 def version_is_valid(v, return_bool=False):
 
     if not return_bool:
diff --git a/gfe-db/pipeline/scripts/requirements.txt b/gfe-db/pipeline/scripts/requirements.txt
index 375faf7e..d286715d 100644
--- a/gfe-db/pipeline/scripts/requirements.txt
+++ b/gfe-db/pipeline/scripts/requirements.txt
@@ -2,4 +2,4 @@ pydantic~=2.0.0
 requests~=2.31.0
 boto3~=1.15.3
 aws-parameters~=0.1.8
-pygethub~=0.1.1
\ No newline at end of file
+pygethub~=0.1.2
\ No newline at end of file
diff --git a/gfe-db/pipeline/scripts/state/build.py b/gfe-db/pipeline/scripts/state/build.py
index aa21d30a..a2fed766 100644
--- a/gfe-db/pipeline/scripts/state/build.py
+++ b/gfe-db/pipeline/scripts/state/build.py
@@ -41,9 +41,6 @@ def get_branch_commits(branches):
 
     for item in branches:
 
-        # if item["name"].lower() == "latest":
-        #     continue
-
         if not version_is_valid(item["name"], return_bool=True):
             continue
 

From 61bb03ef8c4c7fcc22a8d5bfa748763707f22cb2 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 28 Apr 2024 15:41:47 -0700
Subject: [PATCH 330/367] clean up

---
 .../functions/check_source_update/app.py      | 157 ------------------
 1 file changed, 157 deletions(-)

diff --git a/gfe-db/pipeline/functions/check_source_update/app.py b/gfe-db/pipeline/functions/check_source_update/app.py
index 8df9f9c3..d7e2d50f 100644
--- a/gfe-db/pipeline/functions/check_source_update/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/app.py
@@ -149,19 +149,12 @@ def lambda_handler(event, context):
             execution_state_items, key=lambda x: x.commit.date_utc, reverse=False
         )
 
-        # # Reassign the app state commits to the updated state
-        # app_state_commits = new_app_state_commits
-
     except Exception as e:
         import traceback
         message = f"Error syncing app state: {e}\n{traceback.format_exc()}\n{json.dumps(event)}"
         logger.error(message)
         raise Exception(message)
 
-
-
-
-
     ### Process New and User Requested Release Versions ###
     unprocessed_execution_state_items_with_params = []
     unprocessed_commits = set()
@@ -180,8 +173,6 @@ def lambda_handler(event, context):
 
         user_input_parameters = InputParameters(**event)
 
-
-    # TODO BOOKMARK 3/10/24
     # Remove duplicate releases before combining new and user items
     if bool(new_items and user_items):
         user_commits = set([(item.commit.sha, item.execution.version) for item in user_items])
@@ -213,152 +204,7 @@ def lambda_handler(event, context):
             "body": json.dumps({"message": message}),
         }
 
-    # TODO Convert unprocessed items to state machine payload
-    # TODO deduplicate and sort the unprocessed_execution_state_items by date
-
-
-    # try:
-        # commits_with_releases = []
-        # # Handle manually triggered pipeline execution
-        # if "releases" in event:
-        #     is_user_event = True
-
-        #     logger.info(f"Processing release(s) from user: {event['releases']}")
-
-        #     # TODO marshal releases to InputPayloadItem instead of casting to int
-        #     # extract the most recent record for the release value passed in the event
-        #     releases = [int(release) for release in event["releases"].split(",")]
-
-        #     # Filter the execution state for the release version(s) provided in the input event
-        #     for release in releases:
-        #         commits_with_releases.extend(list(filter(
-        #             lambda record: record.execution.version == release,
-        #             execution_state
-        #         )))
-
-        #     releases_without_commits = list(set(releases) - set([item.execution.version for item in execution_state]))
-
-        #     if not commits_with_releases or releases_without_commits:
-        #         logger.info("No commits found for release version(s) provided, fetching most recent commits...")
-        #         most_recent_commits = get_most_recent_commits(execution_state)
-        #     else:
-        #         most_recent_commits = []
-
-        #     # Set input parameters for manual pipeline execution from event
-        #     input_parameters = InputParameters(**event)
-
-        # # Handle scheduled pipeline execution
-        # is_user_event = False
-
-        # # Use default parameters for automated pipeline execution
-        # input_parameters = source_repo_config.default_input_parameters
-        # # 2) Get the most recent commits from github since the most recent commit date retrieved from DynamoDB
-        # most_recent_commits = get_most_recent_commits(execution_state)
-
-        # TODO (optional) Re-fetch app state from the table and compare it to the local app state to ensure they are in sync
-        # # This block can be used to further separate responsibilities if state syncing and release processing are split into separate functions
-        # # Get all items from app state table
-        # execution_state = get_execution_state(table)
-        # execution_state_items = execution_state.items
-        # # Compare the app state with the local app state to find new commits
-        # if execution_state_items != synced_execution_state_items:
-        #     raise Exception("App state is out of sync with the local app state")
-
-        # logger.info(f"Getting release versions")
-        # if most_recent_commits:
-        #     for commit in most_recent_commits:
-        #         sha = commit["sha"]
-
-        #         # Loop through available file assets containing release version metadata
-        #         for asset_config in source_repo_config.target_metadata_config.items:
-        #             try:
-
-        #                 # Get the release version for the commit by examining file asset contents
-        #                 release_version = get_release_version_for_commit(
-        #                     commit=commit, 
-        #                     owner=GITHUB_REPOSITORY_OWNER,
-        #                     repo=GITHUB_REPOSITORY_NAME,
-        #                     token=GITHUB_PERSONAL_ACCESS_TOKEN,
-        #                     asset_path=asset_config.asset_path,
-        #                     metadata_regex=asset_config.metadata_regex
-        #                 )
-        #                 logger.info(
-        #                     f"Found release version {release_version} for commit {sha}"
-        #                 )
-
-        #                 # Build the execution object to be stored in the state table (`execution__*` fields)
-        #                 execution_detail = ExecutionDetailsConfig(
-        #                     **{
-        #                         "version": release_version, 
-        #                         "status": ExecutionStatus.NOT_PROCESSED
-        #                     }
-        #                 )
-
-        #                 # Build the repository object to be stored in the state table (`repository__*` fields)
-        #                 repository_config = RepositoryConfig(
-        #                     **{
-        #                         "owner": GITHUB_REPOSITORY_OWNER,
-        #                         "name": GITHUB_REPOSITORY_NAME,
-        #                         "url": f"https://github.com/{GITHUB_REPOSITORY_OWNER}/{GITHUB_REPOSITORY_NAME}",
-        #                         # TODO remove default params from state table, they are retrieved from source config file in S3
-        #                         # "default_input_parameters": source_repo_config.default_input_parameters,
-        #                     }
-        #                 )
-
-        #                 # Assemble the execution state item for the new commit
-        #                 execution_state_item = ExecutionStateItem(
-        #                     created_utc=utc_now,
-        #                     execution=execution_detail,
-        #                     repository=repository_config,
-        #                     commit=Commit.from_response_json(commit),
-        #                 )
-
-        #                 commits_with_releases.append(execution_state_item)
-        #                 # break the loop if successful
-        #                 break
-        #             except Exception as e:
-        #                 logger.info(f"Error getting release version for commit {sha}: {e}")
-
     logger.info("Updating execution state for pending release versions")
-        # if is_user_event:
-        #     recent_commits_for_release = select_most_recent_commit_for_release(commits_with_releases, releases)
-        # else:
-        ### Process each release using the most recent commit for that version ###
-        # 1a) Mark the most recent commit for each release as PENDING
-        # input_parameters = source_repo_config.default_input_parameters
-        # recent_commits_for_release = select_most_recent_commit_for_release(commits_with_releases)
-
-        # recent_commits_for_release = select_most_recent_commit_for_release(unprocessed_execution_state_items)
-        
-        # pending_commits = [
-        #     update_execution_state_item(
-        #         execution_state_item=execution_state_item,
-        #         invocation_id=invocation_id,
-        #         status=ExecutionStatus.PENDING,
-        #         timestamp=utc_now,
-        #         input_parameters=input_parameters,
-        #         version=version,
-        #     )
-        #     for item in recent_commits_for_release
-        #     for version, execution_state_item in item.items()
-        # ]
-
-        # # 1b) Mark the older commits for each release as SKIPPED *only* if they are marked as NOT_PROCESSED
-        # skipped_commits = [
-        #     update_execution_state_item(
-        #         execution_state_item=execution_state_item, 
-        #         invocation_id=invocation_id,
-        #         status=ExecutionStatus.SKIPPED,
-        #         timestamp=utc_now
-        #     )
-        #     for execution_state_item in commits_with_releases
-        #     if (execution_state_item not in pending_commits and execution_state_item.execution.status == ExecutionStatus.NOT_PROCESSED)
-        # ]
-
-        # # 1c) Combine the pending and skipped commits
-        # new_execution_state = sorted(
-        #     pending_commits + skipped_commits, key=lambda x: x.commit.date_utc, reverse=False
-        # )
 
     try:
         # Update the status of unprocessed items to PENDING
@@ -545,9 +391,6 @@ def update_execution_state_item(
             f"s3://{data_bucket_name}/data/{execution_state_item.execution.version}"
         )
 
-        # execution.date_utc is updated by the state machine. This is different from created_utc which is set by this function
-        # execution_state_item.execution.date_utc = timestamp
-
         # Reset error if present from previous executions
         if execution_state_item.error is not None or execution_state_item.execution.date_utc is not None:
             execution_state_item.error = None

From fdd544c7c157e54d3fb7a4aecbeb554802b3b24f Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 12 May 2024 15:07:44 -0700
Subject: [PATCH 331/367] handle new zip file format for hla.dat

---
 gfe-db/pipeline/jobs/build/Dockerfile |  1 +
 gfe-db/pipeline/jobs/build/run.sh     | 95 +++++++++++++++++----------
 gfe-db/pipeline/jobs/build/src/app.py |  1 +
 3 files changed, 62 insertions(+), 35 deletions(-)

diff --git a/gfe-db/pipeline/jobs/build/Dockerfile b/gfe-db/pipeline/jobs/build/Dockerfile
index 2913e0f0..1c4951c5 100644
--- a/gfe-db/pipeline/jobs/build/Dockerfile
+++ b/gfe-db/pipeline/jobs/build/Dockerfile
@@ -6,6 +6,7 @@ RUN apt update && \
         curl \
         git \
         jq \
+        unzip \
     && pip3 install --upgrade pip \
     && apt-get clean
 
diff --git a/gfe-db/pipeline/jobs/build/run.sh b/gfe-db/pipeline/jobs/build/run.sh
index 598ec31b..27e79545 100755
--- a/gfe-db/pipeline/jobs/build/run.sh
+++ b/gfe-db/pipeline/jobs/build/run.sh
@@ -36,8 +36,18 @@ get_download_url() {
 
     # GET request with headers and ref parameter
     # response=$(curl -s -H "${auth_header}" -H "${content_type_header}" -H "${accept_header}" -H "${x_github_api_version_header}" "${url}?ref=${commit_sha}")
+    # echo "${url}?ref=${commit_sha}"
     response=$(curl -s -H "${content_type_header}" -H "${accept_header}" -H "${x_github_api_version_header}" "${url}?ref=${commit_sha}")
 
+    # catch errors if .download_url is missing from response
+    if [ "$(echo "${response}" | jq -r '.download_url')" = "null" ]; then
+        echo "ERROR: `download_url` is null for asset: ${asset_path}, please check the asset path."
+        # exit 1
+    elif [ "$(echo "${response}" | jq -r '.download_url')" = "" ]; then
+        echo "ERROR: `download_url` is empty for asset: ${asset_path}, please check the asset path."
+        # exit 1
+    fi
+
     # Print the response
     echo "${response}" | jq -r '.download_url'
 
@@ -47,26 +57,41 @@ get_download_url() {
 get_asset() {
     download_url="$1"
     asset_path="$2"
+    unzip_path="$3"
+
+    echo "INFO: Received download url: $download_url"
+    echo "INFO: Downloading asset to: $asset_path"
 
     # Download the asset
-    response=$(curl -sSL -o "${asset_path}" -w "%{http_code}" "${download_url}")
+    response=$(curl -sSL -o "${asset_path}" "${download_url}")
 
-    if [ "$response" -ne 200 ]; then
-        echo "Failed to download asset. HTTP response code: $response"
-        exit 1
-    else
-        echo "Successfully downloaded asset. HTTP response code: $response"
+    # check that the file was downloaded
+    if [ ! -f "${asset_path}" ]; then
+        echo "ERROR: Failed to download asset. File not found: ${asset_path}"
+        echo $response  jq -r
+        # exit 1
     fi
+
+    echo "INFO: Successfully downloaded asset ${asset_path}"
+
+    # unzip if unzip_path is provided
+    if [ -n "$unzip_path" ]; then
+        echo "INFO: Unzipping asset to: $unzip_path"   
+        unzip "${asset_path}" -d "${unzip_path}" -x "__MACOSX/*"
+        mv -f "$DATA_DIR/$version/hla.dat" "$DATA_DIR/$version/hla.$version.dat"
+        rm -f "$DATA_DIR/$version/hla.$version.dat.zip"
+    fi
+
 }
 
 # TODO use receive-message from SQS instead environment variables
 # Using environment variables requires a job to deploy for *every* release version
 if [[ -z "${EVENT}" ]]; then
-	echo "No event found. Exiting..."
+	echo "ERROR: No event found. Exiting..."
     exit 1
 else
-	echo "Found event"
-    echo "$EVENT"
+	echo "INFO: Found event"
+    echo "INFO: $EVENT"
 fi
 
 # parse event
@@ -83,44 +108,44 @@ s3_path=$(echo "$EVENT" | jq -r '.input.s3_path')
 # Refactor the above variable validations into a for loop
 for var in version commit_sha align kir mem_profile limit repository_owner repository_name s3_path; do
     if [[ -z "${!var}" ]] || [[ "${!var}" == "null" ]]; then
-        echo "\`$var\` not set. Please specify a value."
+        echo "ERROR: \`$var\` not set. Please specify a value."
         exit 1
     fi
     echo "$var: ${!var}"
 done
 
 if [[ "${limit}" == "-1" ]] || [[ -z "${limit}" ]]; then
-    echo "No limit set, building GFEs for all alleles"
+    echo "INFO: No limit set, building GFEs for all alleles"
 elif [[ "${limit}" =~ ^[0-9]+$ ]] && [[ "${limit}" -gt 0 ]]; then
-    echo "Build is limited to $limit alleles"
+    echo "INFO: Build is limited to $limit alleles"
 else
-    echo "Invalid limit specified. Please specify either a positive integer or -1 for no limit."
+    echo "ERROR: Invalid limit specified. Please specify either a positive integer or -1 for no limit."
     exit 1
 fi
 
-echo "Found environment variables"
+echo "INFO: Found environment variables"
 
 # Check if data directory exists
 # TODO: get full path for each
 if [ ! -d "$DATA_DIR" ]; then
-	echo "Creating new directory in root: $DATA_DIR"
+	echo "INFO: Creating new directory in root: $DATA_DIR"
 	mkdir -p "$DATA_DIR"
 else
-	echo "Data directory: $DATA_DIR"
+	echo "INFO: Data directory: $DATA_DIR"
 fi
 
 # Check if logs directory exists
 if [ ! -d "$LOGS_DIR" ]; then
-	echo "Creating logs directory: $LOGS_DIR"
+	echo "INFO: Creating logs directory: $LOGS_DIR"
 	mkdir -p "$LOGS_DIR"
 else
-	echo "Logs directory: $LOGS_DIR"
+	echo "INFO: Logs directory: $LOGS_DIR"
 fi
 
 # TODO test memory profiling for build job
 # Memory profiling
 if [ "$mem_profile" == "true" ]; then
-	echo "Memory profiling is set to $mem_profile."
+	echo "INFO: Memory profiling is set to $mem_profile."
 	MEM_PROFILE_FLAG="-p"
 	touch "$LOGS_DIR/mem_profile_agg.txt"
 	touch "$LOGS_DIR/mem_profile_diff.txt"
@@ -130,7 +155,7 @@ fi
 
 # Load kir data
 if [ "$kir" == "true" ]; then
-	echo "Loading kir = $kir"
+	echo "INFO: Loading kir = $kir"
 	KIRFLAG="-k"
 else
 	KIRFLAG=""
@@ -138,7 +163,7 @@ fi
 
 # Load alignments data
 if [ "$align" == "true" ]; then
-	echo "Loading alignments..."
+	echo "INFO: Loading alignments..."
 	ALIGNFLAG="-a"
 	sh "$BIN_DIR/get_alignments.sh"
 else
@@ -147,35 +172,35 @@ fi
 
 # Check for FEATURE_SERVICE_URL
 if [[ -z "${FEATURE_SERVICE_URL}" ]]; then
-	echo "No FEATURE_SERVICE_URL set, building GFEs with default feature service."
+	echo "ERROR: No FEATURE_SERVICE_URL set, building GFEs with default feature service."
 else
-	echo "Using Feature Service: ${FEATURE_SERVICE_URL}"
+	echo "INFO: Using Feature Service: ${FEATURE_SERVICE_URL}"
 fi
 
 # Build csv files
 RELEASES=$(echo "${RELEASES}" | sed s'/"//'g | sed s'/,/ /g')
 # exit 1 # TODO test state machine error handling
 
-echo "Processing release version: $version"
+echo "INFO: Processing release version: $version"
 
 # Check if data directory exists
 # TODO: get full path for each
 if [ ! -d "$DATA_DIR/$version/csv" ]; then
-    echo "Creating new directory in root: $DATA_DIR/$version/csv"
+    echo "INFO: Creating new directory in root: $DATA_DIR/$version/csv"
     mkdir -p "$DATA_DIR/$version/csv"
 else
-    echo "CSV directory: $DATA_DIR/$version/csv"
+    echo "INFO: CSV directory: $DATA_DIR/$version/csv"
 fi
 
 # Check if DAT file exists
 if [ -f "$DATA_DIR/$version/hla.$version.dat" ]; then
-    echo "DAT file for release $version already exists"
+    echo "INFO: DAT file for release $version already exists"
 else
 
     # download_url works for all releases including 3440 and earlier
-    echo "Fetching DAT file for release $version..."
-    download_url="$(get_download_url "$repository_owner" "$repository_name" "hla.dat" "$commit_sha")"
-    get_asset "$download_url" "$DATA_DIR/$version/hla.$version.dat"
+    echo "INFO: Fetching DAT file for release $version..."
+    download_url="$(get_download_url "$repository_owner" "$repository_name" "hla.dat.zip" "$commit_sha")"
+    get_asset "$download_url" "$DATA_DIR/$version/hla.$version.dat.zip" "$DATA_DIR/$version"
 fi
 
 # Builds CSV files
@@ -192,7 +217,7 @@ python3 "$SRC_DIR"/app.py \
     -u $FEATURE_SERVICE_URL
     
 build_exit_status=$?
-echo "Build exit status (1:CRITICAL, 2:WARNING): $build_exit_status"
+echo "INFO: Build exit status (0: SUCCESS, 1:CRITICAL, 2:WARNING): $build_exit_status"
 
 # Notify missing alleles
 if [ $build_exit_status -eq 2 ]; then
@@ -206,7 +231,7 @@ exit 1
 fi
 
 # TODO: Use this S3 hierarchy: root/release/data/csv | logs
-echo -e "Uploading data to s3://$GFE_BUCKET/data/$version"
+echo -e "INFO: Uploading data to s3://$GFE_BUCKET/data/$version"
 res=$(aws s3 cp --recursive "$DATA_DIR/$version/" "s3://$GFE_BUCKET/data/$version/")
 
 echo $res
@@ -216,16 +241,16 @@ if [ "$mem_profile" == "true" ]; then
 	mv "$LOGS_DIR/mem_profile_diff.txt" "$LOGS_DIR/mem_profile_diff.$version.txt"
 fi
 
-echo -e "Uploading logs to s3://$GFE_BUCKET/logs/$version"
+echo -e "INFO: Uploading logs to s3://$GFE_BUCKET/logs/$version"
 aws s3 --recursive cp "$LOGS_DIR/" s3://$GFE_BUCKET/logs/pipeline/build/$version/logs/
 
 
 END_EXECUTION=$(( SECONDS - $START_EXECUTION ))
-echo "Finished in $END_EXECUTION seconds"
+echo "INFO: Finished in $END_EXECUTION seconds"
 
 # For debugging to keep the build server running
 if [ "$DEBUG" == "true" ]; then
-    echo "DEBUG mode is set to $DEBUG. Sleeping..."
+    echo "INFO: DEBUG mode is set to $DEBUG. Sleeping..."
     while true; do sleep 1000; done
 fi
 
diff --git a/gfe-db/pipeline/jobs/build/src/app.py b/gfe-db/pipeline/jobs/build/src/app.py
index 4a525d62..a8f52ebe 100755
--- a/gfe-db/pipeline/jobs/build/src/app.py
+++ b/gfe-db/pipeline/jobs/build/src/app.py
@@ -565,6 +565,7 @@ def process_allele(allele, alignments_dict, csv_path=None):
     #data_dir = f'{data_dir}/{dbversion}'
     # data_dir = os.path.dirname(__file__) + f"/../data/{dbversion}"
     data_dir = os.environ["DATA_DIR"] + f"/{dbversion}"
+    logger.info(f"Found data directory: {data_dir}")
 
     # Load alignments data
     if align:

From e4495aa78ac48c97d3cdcfb5ef3dec1034d64a69 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Mon, 13 May 2024 11:30:28 -0700
Subject: [PATCH 332/367] update Lambda function dependencies

---
 .../functions/validate_build_output/app.py    |  2 +-
 .../validate_build_output/error-event.json    | 25 ++++++++++++-------
 .../validate_build_output/requirements.txt    |  4 +--
 3 files changed, 19 insertions(+), 12 deletions(-)

diff --git a/gfe-db/pipeline/functions/validate_build_output/app.py b/gfe-db/pipeline/functions/validate_build_output/app.py
index 0df17d60..3270a75f 100644
--- a/gfe-db/pipeline/functions/validate_build_output/app.py
+++ b/gfe-db/pipeline/functions/validate_build_output/app.py
@@ -225,7 +225,7 @@ def default(self, obj):
 if __name__ == "__main__":
     from pathlib import Path
 
-    event_path = Path(__file__).parent / "event.json"
+    event_path = Path(__file__).parent / "error-event.json"
 
     with open(event_path, "r") as file:
         event = json.load(file)
diff --git a/gfe-db/pipeline/functions/validate_build_output/error-event.json b/gfe-db/pipeline/functions/validate_build_output/error-event.json
index 7dcb54e8..0fa5bf52 100644
--- a/gfe-db/pipeline/functions/validate_build_output/error-event.json
+++ b/gfe-db/pipeline/functions/validate_build_output/error-event.json
@@ -1,13 +1,20 @@
 {
-    "execution_id": "arn:aws:states:us-east-1:810526023897:execution:UsePublicSubnetConditionUpdatePipelineStateMachine-vKSrXyQEhEW3:d4f6c52e-542b-410b-be8f-ac75f3c7b783",
+    "execution_id": "arn:aws:states:us-east-1:810526023897:execution:UpdatePipelineStateMachine-b50xUAEHaEFZ:3560_b5542c829f8666f309307fd60d0fc7c46a71b4c6_20240512_215646",
     "input": {
-        "ALIGN": "False",
-        "KIR": "False",
-        "LIMIT": "1000",
-        "MEM_PROFILE": "False",
-        "USE_EXISTING_BUILD": "False",
-        "SKIP_LOAD": "False",
-        "RELEASES": "3450"
+        "id": "3560_b5542c829f8666f309307fd60d0fc7c46a71b4c6_20240512_215646",
+        "version": 3560,
+        "invocation_id": "4ecf0f40-d308-4bf1-83fb-2d0e542bf345",
+        "commit_sha": "b5542c829f8666f309307fd60d0fc7c46a71b4c6",
+        "input_parameters": {
+            "align": false,
+            "kir": false,
+            "mem_profile": false,
+            "limit": 10,
+            "use_existing_build": false,
+            "skip_load": false
+        },
+        "s3_path": "s3://nmdpff-gfe-db-810526023897-us-east-1/data/3560",
+        "receipt_handle": "AQEBi23GZuMPvrFqjVy0N8AV279qtmiUg1murJ5RsNDRlTwHCoXiy0TzrMcYfay8pTjprdSy++qbr8vOh5LCHrVup2H1b6w76XmqeBWucz+Uyz0pYfwRbgxVTr5nqFpuldKz85KTeW+v44Xd++Pr+9xwP7SBRDCtPKCEqepzWBkJVt8X/D6WdZGptoAQpxDeZEaWdZllLI8Zb5Dvcnall+F0eznzTrm7lbIY9zWAmQliKNzhrdJT3tOTERu0vY2kvE5i5jlqEQSpx4ajvtaiLMvN765PtKu9bCvxo85eLw/35gk6TTqCrIsDOTyaBdc+PDkWT6/wDROuppXNC/QoKiZ1hg=="
     },
-    "execution_start_time": "2023-10-29T18:53:54.523Z"
+    "execution_start_time": "2024-05-12T21:57:00.815Z"
 }
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/validate_build_output/requirements.txt b/gfe-db/pipeline/functions/validate_build_output/requirements.txt
index 64ba8184..feb8b2c1 100644
--- a/gfe-db/pipeline/functions/validate_build_output/requirements.txt
+++ b/gfe-db/pipeline/functions/validate_build_output/requirements.txt
@@ -1,2 +1,2 @@
-polars~=0.18.3
-s3fs~=2023.6.0
+polars~=0.20.25
+s3fs~=2024.3.1

From fb77ae06e6c20bfa59ddc687c8c391840eef9a34 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 13 Jul 2024 18:34:30 -0700
Subject: [PATCH 333/367] require python path

---
 Makefile                                  | 2 +-
 gfe-db/pipeline/config/source-config.json | 4 ++--
 gfe-db/pipeline/template.yaml             | 1 +
 3 files changed, 4 insertions(+), 3 deletions(-)

diff --git a/Makefile b/Makefile
index 956b1602..fe494fbe 100644
--- a/Makefile
+++ b/Makefile
@@ -59,7 +59,7 @@ export NEO4J_DATABASE_NAME ?= gfedb
 # Required environment variables
 REQUIRED_VARS := STAGE APP_NAME AWS_ACCOUNT AWS_REGION AWS_PROFILE SUBSCRIBE_EMAILS \
 	GITHUB_REPOSITORY_OWNER GITHUB_REPOSITORY_NAME GITHUB_PERSONAL_ACCESS_TOKEN \
-	ADMIN_EMAIL UBUNTU_AMI_ID NEO4J_PASSWORD GDS_VERSION
+	ADMIN_EMAIL UBUNTU_AMI_ID NEO4J_PASSWORD GDS_VERSION PYTHON
 
 BOOLEAN_VARS := CREATE_VPC USE_PRIVATE_SUBNET CREATE_SSM_VPC_ENDPOINT CREATE_SECRETSMANAGER_VPC_ENDPOINT \
 	DEPLOY_NAT_GATEWAY DEPLOY_BASTION_SERVER
diff --git a/gfe-db/pipeline/config/source-config.json b/gfe-db/pipeline/config/source-config.json
index 9077d048..47abc3b0 100644
--- a/gfe-db/pipeline/config/source-config.json
+++ b/gfe-db/pipeline/config/source-config.json
@@ -1,6 +1,6 @@
 {
-    "created_utc": "2024-04-28T21:16:47.663Z",
-    "updated_utc": "2024-04-28T21:16:47.663Z",
+    "created_utc": "2024-07-14T00:11:43.490Z",
+    "updated_utc": "2024-07-14T00:11:43.490Z",
     "repositories": {
         "ANHIG/IMGTHLA": {
             "owner": "ANHIG",
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 1b798304..66d59bf5 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -37,6 +37,7 @@ Conditions:
     - !Ref usePrivateSubnet
     - "true"
 Resources:
+# TODO duplicate in infrastructure layer
   GitHubPersonalAccessTokenSecret:
     Type: AWS::SecretsManager::Secret
     UpdateReplacePolicy: Delete

From e269dc2fc10e662e416ea82c3459bb9431b1cd30 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 14 Jul 2024 11:05:08 -0700
Subject: [PATCH 334/367] handle state machine errors

---
 .../load-concurrency-manager.asl.json         | 30 ++++++++++++++++++-
 1 file changed, 29 insertions(+), 1 deletion(-)

diff --git a/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json b/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
index 09317236..8d91dd23 100644
--- a/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
+++ b/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
@@ -5,7 +5,25 @@
             "Type": "Task",
             "Resource": "${InvokeBackupScriptFunctionArn}",
             "ResultPath": "$.backups.pre",
-            "Next": "Receive SQS Message"
+            "Next": "Receive SQS Message",
+            "Retry": [
+                {
+                    "ErrorEquals": [
+                        "States.ALL"
+                    ],
+                    "IntervalSeconds": 5,
+                    "MaxAttempts": 2,
+                    "BackoffRate": 1.5
+                }
+            ],
+            "Catch": [
+                {
+                    "ErrorEquals": [
+                        "States.ALL"
+                    ],
+                    "Next": "Receive SQS Message"
+                }
+            ]            
         },
         "Receive SQS Message": {
             "Type": "Task",
@@ -216,6 +234,16 @@
             "Type": "Task",
             "Resource": "${InvokeBackupScriptFunctionArn}",
             "ResultPath": "$.backups.post",
+            "Retry": [
+                {
+                    "ErrorEquals": [
+                        "States.ALL"
+                    ],
+                    "IntervalSeconds": 5,
+                    "MaxAttempts": 2,
+                    "BackoffRate": 1.5
+                }
+            ],
             "End": true
         }
     }

From 3482f2e232541837389f438bce6bee94120cf81e Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 14 Jul 2024 11:30:53 -0700
Subject: [PATCH 335/367] add retries to waiter

---
 .../functions/invoke_backup_script/app.py     | 21 ++++++++++++++-----
 1 file changed, 16 insertions(+), 5 deletions(-)

diff --git a/gfe-db/pipeline/functions/invoke_backup_script/app.py b/gfe-db/pipeline/functions/invoke_backup_script/app.py
index c8df2886..d571f8ba 100644
--- a/gfe-db/pipeline/functions/invoke_backup_script/app.py
+++ b/gfe-db/pipeline/functions/invoke_backup_script/app.py
@@ -2,6 +2,7 @@
 import logging
 import json
 import boto3
+from botocore.exceptions import WaiterError
 
 logger = logging.getLogger()
 logger.setLevel(logging.INFO)
@@ -44,11 +45,21 @@ def lambda_handler(event, context):
             logger.info(f"Neo4j backup invoked on instance {neo4j_database_instance_id}")
             
             # wait for the command to complete successfully
-            waiter = ssm.get_waiter('command_executed')
-            waiter.wait(
-                CommandId=response['Command']['CommandId'],
-                InstanceId=neo4j_database_instance_id
-            )
+            max_retries = 4
+            retries = 0
+            try:
+                waiter = ssm.get_waiter('command_executed')
+                waiter.wait(
+                    CommandId=response['Command']['CommandId'],
+                    InstanceId=neo4j_database_instance_id
+                )
+            except WaiterError as e:
+                logger.error(str(e))
+                retries  = 1
+
+            if retries >= max_retries:
+                logger.error(f"Failed to wait for command to complete after {max_retries} retries")
+                raise e
 
             logger.info(f"Neo4j backup completed on instance {neo4j_database_instance_id}")
 

From 49565189d1ac5cf8d068cdddcd41ecf22d9d52ed Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 20 Jul 2024 19:08:41 -0700
Subject: [PATCH 336/367] update comments

---
 gfe-db/pipeline/functions/check_source_update/app.py       | 7 +++----
 gfe-db/pipeline/functions/evaluate_query_results/app.py    | 2 +-
 .../lambda_layers/gfe_db_models/gfedbmodels/ingest.py      | 2 +-
 notebooks/0.0-github-api-commits-by-branch-eda.ipynb       | 2 +-
 4 files changed, 6 insertions(+), 7 deletions(-)

diff --git a/gfe-db/pipeline/functions/check_source_update/app.py b/gfe-db/pipeline/functions/check_source_update/app.py
index d7e2d50f..a0148195 100644
--- a/gfe-db/pipeline/functions/check_source_update/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/app.py
@@ -6,11 +6,10 @@
 - commit__sha (hash or primary key)
 - execution__version (range or sort key)
 
-There will usually be multiple commits for each release, so the script will determine the most recent commit for each and process only that.
+Only the most recent commit for the release is processed. Processing takes place if these conditions are met:
+1. There is a new commit sha for a release
+2. One of the tracked files (assets) has been changed. (Tracked files contain updates to the data, eg. `.dat`)
 
-Note: this function is only responsible for checking and processing the most recent commits. It is not responsible for 
-syncing state. If old commits are deleted on the Execution state table while the most recent commits remain, 
-this function will not reprocess the deleted commits.
 """
 import os
 if __name__ != "app":
diff --git a/gfe-db/pipeline/functions/evaluate_query_results/app.py b/gfe-db/pipeline/functions/evaluate_query_results/app.py
index edbe6846..b013b8fd 100644
--- a/gfe-db/pipeline/functions/evaluate_query_results/app.py
+++ b/gfe-db/pipeline/functions/evaluate_query_results/app.py
@@ -52,7 +52,7 @@ def lambda_handler(event, context):
     # if not has_unique_release_count_increased_by_1 and not is_release_version_already_loaded:
     #     errors.append("Unique release count has not increased by 1")
 
-    # TODO BOOKMARK 1/19/24 - Allow for the same release version to be loaded multiple times without failing the load validation
+    # TODO 1/19/24 - Allow for the same release version to be loaded multiple times without failing the load validation
     if is_release_version_already_loaded:
         is_load_successful = (
             is_release_version_loaded
diff --git a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/ingest.py b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/ingest.py
index 6a6a88da..f5d7ed71 100644
--- a/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/ingest.py
+++ b/gfe-db/pipeline/lambda_layers/gfe_db_models/gfedbmodels/ingest.py
@@ -205,7 +205,7 @@ def get_release_version_for_commit(
 
     if release_version is None:
 
-        # TODO BOOKMARK 2/12/24 save these shas (`fatal: reference is not a tree`) for debugging, need to get the file contents
+        # TODO 2/12/24 save these shas (`fatal: reference is not a tree`) for debugging, need to get the file contents
         raise Exception(f"Release version not found for commit {sha}")
 
     return int(release_version.replace(".", "")[:4])
diff --git a/notebooks/0.0-github-api-commits-by-branch-eda.ipynb b/notebooks/0.0-github-api-commits-by-branch-eda.ipynb
index 9f52093e..5b729274 100644
--- a/notebooks/0.0-github-api-commits-by-branch-eda.ipynb
+++ b/notebooks/0.0-github-api-commits-by-branch-eda.ipynb
@@ -280,7 +280,7 @@
     "# branch_pages = paginator.get_paginator(list_branches, owner=GITHUB_REPOSITORY_OWNER, repo=GITHUB_REPOSITORY_NAME)\n",
     "# all_branches = list(branch_pages)\n",
     "\n",
-    "# # TODO BOOKMARK 2/10/24\n",
+    "# # TODO 2/10/24\n",
     "# # TODO extract the branch names\n",
     "# branch_names = [branch[\"name\"] for branch in all_branches]"
    ]

From ad2a4a94d197dbba32b2227a14d4e0a74207d776 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 21 Jul 2024 15:56:51 -0700
Subject: [PATCH 337/367] remove duplicate targets

---
 Makefile                         | 17 -----------------
 gfe-db/database/scripts/Makefile |  4 ----
 2 files changed, 21 deletions(-)

diff --git a/Makefile b/Makefile
index 3eb1e370..c278ebb6 100644
--- a/Makefile
+++ b/Makefile
@@ -332,23 +332,6 @@ endif
 endif
 endif
 
-env.validate.create-neo4j-users:
-	@if [ -n "${CREATE_NEO4J_USERS}" ]; then \
-	    valid_format=1; \
-	    IFS=',' read -ra ADDR <<< "${CREATE_NEO4J_USERS}"; \
-	    for user_pass in "$${ADDR[@]}"; do \
-	        if [[ ! $$user_pass =~ ^[^:]+:[^:]+$$ ]]; then \
-	            valid_format=0; \
-	            break; \
-	        fi; \
-	    done; \
-	    if [[ $$valid_format -eq 0 ]]; then \
-	        echo "\033[0;31mERROR: Invalid Neo4j user format. Please use the format \`username:password\`.\033[0m"; \
-	    fi; \
-	else \
-	    echo "\033[0;34mNo Neo4j users defined, skipping validation.\033[0m"; \
-	fi
-
 env.validate.create-neo4j-users:
 	@if [ -n "${CREATE_NEO4J_USERS}" ]; then \
 	    valid_format=1; \
diff --git a/gfe-db/database/scripts/Makefile b/gfe-db/database/scripts/Makefile
index 83024515..635cc5b2 100644
--- a/gfe-db/database/scripts/Makefile
+++ b/gfe-db/database/scripts/Makefile
@@ -116,10 +116,6 @@ neo4j.query.create-users: #=> users=<username:password,...>
 	@echo "Creating users"
 	@bash init/create_users.sh "$$users"
 
-neo4j.query.create-users: #=> users=<username:password,...>
-	@echo "Creating users"
-	@bash init/create_users.sh "$$users"
-
 neo4j.query: #=> query=<cypher string>
 ifeq ($(USE_PRIVATE_SUBNET),true)
 	@echo "$$query" | ${NEO4J_HOME}/bin/cypher-shell -u ${NEO4J_USERNAME} -p ${NEO4J_PASSWORD} -a bolt://127.0.0.1:7687 --encryption false

From ea6a324a4ba235e0d6f6d1e9d1d61aa93afdc678 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 21 Jul 2024 15:57:09 -0700
Subject: [PATCH 338/367] fix config paths

---
 gfe-db/database/Makefile      |  6 ++++--
 gfe-db/database/template.yaml | 14 ++++++++++----
 2 files changed, 14 insertions(+), 6 deletions(-)

diff --git a/gfe-db/database/Makefile b/gfe-db/database/Makefile
index 90548aef..0b9ed206 100644
--- a/gfe-db/database/Makefile
+++ b/gfe-db/database/Makefile
@@ -34,14 +34,14 @@ service.config.scripts.sync: service.config.scripts.deploy service.config.neo4j.
 service.config.cloudwatch-agent.deploy:
 	@mkdir -p amazon-cloudwatch-agent/tmp/ 
 	@cat amazon-cloudwatch-agent/amazon-cloudwatch-agent.json | sed "s/STAGE/$${STAGE}/g" | sed "s/APP_NAME/$${APP_NAME}/g" > amazon-cloudwatch-agent/tmp/_amazon-cloudwatch-agent.json
-	@config_s3_path=s3://$$DATA_BUCKET_NAME/config/amazon-cloudwatch-agent/amazon-cloudwatch-agent.json && \
+	@config_s3_path=s3://${DATA_BUCKET_NAME}/${CONFIG_S3_PATH}/${SERVICE}/amazon-cloudwatch-agent/amazon-cloudwatch-agent.json && \
 	echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deploying amazon-cloudwatch-agent config to $$config_s3_path" 2>&1 \
 		| tee -a $$CFN_LOG_PATH && \
 	aws s3 cp amazon-cloudwatch-agent/tmp/_amazon-cloudwatch-agent.json $$config_s3_path
 	@rm -rf amazon-cloudwatch-agent/tmp/
 
 service.config.neo4j.deploy:
-	@aws s3 cp --recursive --quiet neo4j/cypher/ s3://$$DATA_BUCKET_NAME/config/neo4j/cypher/ 2>&1 | tee -a $$CFN_LOG_PATH
+	@aws s3 cp --recursive --quiet neo4j/cypher/ s3://${DATA_BUCKET_NAME}/${CONFIG_S3_PATH}/${SERVICE}/neo4j/cypher/ 2>&1 | tee -a $$CFN_LOG_PATH
 
 service.config.deploy: service.config.scripts.deploy service.config.cloudwatch-agent.deploy service.config.neo4j.deploy
 
@@ -76,6 +76,8 @@ service.deploy:
 			Neo4jAmiId="$${NEO4J_AMI_ID}" \
 			Neo4jDatabaseName="$${NEO4J_DATABASE_NAME}" \
 			Neo4jPassword="$${NEO4J_PASSWORD}" \
+			ServiceName="${SERVICE}" \
+			ConfigS3Path="$${CONFIG_S3_PATH}" \
 			CreateNeo4jUsers="$${CREATE_NEO4J_USERS}" \
 			DatabaseVolumeSize="$${DATABASE_VOLUME_SIZE}" \
 			HostDomain="$${HOST_DOMAIN}" \
diff --git a/gfe-db/database/template.yaml b/gfe-db/database/template.yaml
index ccf08065..165e40b7 100644
--- a/gfe-db/database/template.yaml
+++ b/gfe-db/database/template.yaml
@@ -45,6 +45,10 @@ Parameters:
     Type: String
   GDSVersion:
     Type: String
+  ConfigS3Path:
+    Type: String
+  ServiceName:
+    Type: String
 Conditions:
   UsePrivateSubnet: !Equals
     - !Ref usePrivateSubnet
@@ -70,9 +74,9 @@ Resources:
       Value: !Ref Neo4jCredentialsSecret
   Neo4jDatabaseInstance:
     Type: AWS::EC2::Instance
-    CreationPolicy:
-      ResourceSignal:
-        Timeout: PT5M
+    # CreationPolicy:
+    #   ResourceSignal:
+    #     Timeout: PT5M
     Properties:
       KeyName: !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/EC2KeyPairName}}"
       DisableApiTermination: false
@@ -183,6 +187,8 @@ Resources:
           echo "NEO4J_HOME=$NEO4J_HOME" >> $EC2_USER_HOME/env.sh
           echo "STAGE=${Stage}" >> $EC2_USER_HOME/env.sh
           echo "APP_NAME=${AppName}" >> $EC2_USER_HOME/env.sh
+          echo "CONFIG_S3_PATH=${ConfigS3Path}" >> $EC2_USER_HOME/env.sh
+          echo "SERVICE_NAME=${ServiceName}" >> $EC2_USER_HOME/env.sh
           echo "USE_PRIVATE_SUBNET=$USE_PRIVATE_SUBNET" >> $EC2_USER_HOME/env.sh
           echo "AWS_REGION=us-east-1" >> $EC2_USER_HOME/env.sh
           echo "DATA_BUCKET_NAME=${DataBucketName}" >> $EC2_USER_HOME/env.sh
@@ -332,7 +338,7 @@ Resources:
           echo "INFO: Initiliazing Neo4j database"
           install_neo4j
           echo "INFO: Downloading scripts"
-          aws s3 cp --quiet --recursive s3://${!DATA_BUCKET_NAME}/config/scripts/ $EC2_USER_HOME/
+          aws s3 cp --quiet --recursive s3://${!DATA_BUCKET_NAME}/${!CONFIG_S3_PATH}/${!SERVICE_NAME}/scripts/ $EC2_USER_HOME/
           cd $EC2_USER_HOME && make neo4j
           CREATE_NEO4J_USERS=${CreateNeo4jUsers}
           if [ ! -z "$CREATE_NEO4J_USERS" ]; then

From 94b9621e61ee8ca05d9c6d0e7f85f7f31010a1bd Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 21 Jul 2024 16:43:55 -0700
Subject: [PATCH 339/367] remove unsued condition

---
 gfe-db/pipeline/template.yaml | 51 +++++++++++++++++------------------
 1 file changed, 25 insertions(+), 26 deletions(-)

diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 5f1868dc..02c5f7ec 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -13,11 +13,14 @@ Parameters:
   #   AllowedValues:
   #     - "true"
   #     - "false"
-  usePrivateSubnet:
+  # usePrivateSubnet:
+  #   Type: String
+  #   AllowedValues:
+  #     - "true"
+  #     - "false"
+  ServiceName:
     Type: String
-    AllowedValues:
-      - "true"
-      - "false"
+    Description: Name of the service
   ConfigS3Path:
     Type: String
     Description: S3 path to config file
@@ -34,6 +37,8 @@ Parameters:
     Type: String
   FeatureServiceUrl:
     Type: String
+  # Ec2KeyPairName:
+  #   Type: String
 # Conditions:
 #   UsePrivateSubnet: !Equals
 #     - !Ref usePrivateSubnet
@@ -305,8 +310,8 @@ Resources:
       ComputeResources:
         Type: EC2
         AllocationStrategy: BEST_FIT_PROGRESSIVE
-        # # Testing only, comment before production deployment
-        Ec2KeyPair: !Ref Ec2KeyPairName
+        # # # Testing only, comment before production deployment
+        # Ec2KeyPair: !Ref Ec2KeyPairName
         MinvCpus: 0
         DesiredvCpus: 0
         MaxvCpus: 32
@@ -587,13 +592,11 @@ Resources:
         Variables:
           STAGE: !Ref Stage
           APP_NAME: !Ref AppName
-      VpcConfig: !If
-        - UsePrivateSubnet
-        - SubnetIds:
-            - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/PrivateSubnetId}}"
-          SecurityGroupIds:
-            - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseSecurityGroupId}}"
-        - !Ref AWS::NoValue
+      VpcConfig:
+        SubnetIds:
+          - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/PrivateSubnetId}}"
+        SecurityGroupIds:
+          - !Sub "{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/Neo4jDatabaseSecurityGroupId}}"
       # If UsePrivateSubnet is true, attach AWSLambdaVPCAccessExecutionRole, otherwise attach AWSLambdaBasicExecutionRole
       Policies:
         - Version: "2012-10-17"
@@ -615,19 +618,15 @@ Resources:
         - Version: "2012-10-17"
           Statement:
             - Effect: Allow
-              Action: !If
-                - UsePrivateSubnet
-                - - logs:CreateLogGroup
-                  - logs:CreateLogStream
-                  - logs:PutLogEvents
-                  - ec2:CreateNetworkInterface
-                  - ec2:DescribeNetworkInterfaces
-                  - ec2:DeleteNetworkInterface
-                  - ec2:AssignPrivateIpAddresses
-                  - ec2:UnassignPrivateIpAddresses
-                - - logs:CreateLogGroup
-                  - logs:CreateLogStream
-                  - logs:PutLogEvents
+              Action:
+                - logs:CreateLogGroup
+                - logs:CreateLogStream
+                - logs:PutLogEvents
+                - ec2:CreateNetworkInterface
+                - ec2:DescribeNetworkInterfaces
+                - ec2:DeleteNetworkInterface
+                - ec2:AssignPrivateIpAddresses
+                - ec2:UnassignPrivateIpAddresses
               Resource:
                 - "*"
   InvokeBackupScriptFunction:

From d24288fe0b2dfd0d37b462699a58a1ff428bd334 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 31 Aug 2024 15:18:52 -0700
Subject: [PATCH 340/367] access instance in private subnet using Session
 Manager

---
 Makefile                 | 3 +++
 gfe-db/database/Makefile | 3 +++
 2 files changed, 6 insertions(+)

diff --git a/Makefile b/Makefile
index c278ebb6..4144d6bf 100644
--- a/Makefile
+++ b/Makefile
@@ -473,6 +473,9 @@ else
 	$(MAKE) -C ${APP_NAME}/database/ service.connect
 endif
 
+database.start-session:
+	$(MAKE) -C ${APP_NAME}/database/ service.start-session
+
 database.ui.connect:
 ifeq ($(USE_PRIVATE_SUBNET),true)
 	$(MAKE) -C ${APP_NAME}/infrastructure/access-services/bastion-server/ service.ui.connect
diff --git a/gfe-db/database/Makefile b/gfe-db/database/Makefile
index 0b9ed206..b1cb6d7d 100644
--- a/gfe-db/database/Makefile
+++ b/gfe-db/database/Makefile
@@ -141,6 +141,9 @@ service.connect:
 	echo "Connecting to Neo4j EC2 instance at $$instance_ip" && \
 	ssh -o "IdentitiesOnly yes" -tt -i ${ROOT_DIR}/${EC2_KEY_PAIR_NAME}.pem ec2-user@$$instance_ip
 
+service.start-session:
+	@res=$$(aws ssm get-parameters --names "/${APP_NAME}/${STAGE}/${AWS_REGION}/Neo4jDatabaseInstanceId" | jq -r '.Parameters[0].Value') && \
+	aws ssm start-session --target "$$res"
 
 delete: ##=> Delete resources
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deleting ${SERVICE} service" 2>&1 | tee -a $$CFN_LOG_PATH

From a48372dc78c8109b62641987bb643d84a6088119 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 31 Aug 2024 16:56:28 -0700
Subject: [PATCH 341/367] target to abort pipeline and purge queues

---
 Makefile                 | 27 +++++++++++++++++
 gfe-db/pipeline/Makefile | 64 ++++++++++++++++++++++++++++++++++++++++
 2 files changed, 91 insertions(+)

diff --git a/Makefile b/Makefile
index 4144d6bf..d9f85b74 100644
--- a/Makefile
+++ b/Makefile
@@ -505,6 +505,33 @@ pipeline.state.deploy:
 	$(MAKE) -C ${APP_NAME}/pipeline/ service.state.build
 	$(MAKE) -C ${APP_NAME}/pipeline/ service.state.load
 
+pipeline.statemachine.update-pipeline.stop:
+	$(MAKE) -C ${APP_NAME}/pipeline/ service.statemachine.update-pipeline.stop
+
+pipeline.statemachine.load-concurrency-manager.stop:
+	$(MAKE) -C ${APP_NAME}/pipeline/ service.statemachine.load-concurrency-manager.stop
+
+pipeline.queue.gfe-db-load.purge:
+	$(MAKE) -C ${APP_NAME}/pipeline/ service.queue.gfe-db-load.purge
+
+pipeline.queue.gfe-db-processing.purge:
+	$(MAKE) -C ${APP_NAME}/pipeline/ service.queue.gfe-db-processing.purge
+
+pipeline.abort:
+	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Aborting pipeline execution" 2>&1 | tee -a $${CFN_LOG_PATH}
+	$(MAKE) -C ${APP_NAME}/pipeline/ service.statemachine.update-pipeline.stop
+	$(MAKE) -C ${APP_NAME}/pipeline/ service.statemachine.load-concurrency-manager.stop
+	@purge=$${purge:-false}; \
+	if [ "$$purge" = "true" ]; then \
+		echo "Purging queues..."; \
+		$(MAKE) -C ${APP_NAME}/pipeline/ service.queue.gfe-db-load.purge; \
+		$(MAKE) -C ${APP_NAME}/pipeline/ service.queue.gfe-db-processing.purge; \
+	else \
+		echo "\033[0;33mNote: SQS queues were not purged. To purge queues, run with 'purge=true'.\033[0m"; \
+	fi
+	@echo "\033[0;33mPipeline execution aborted\033[0m"
+
+
 config.deploy:
 	$(MAKE) database.config.deploy
 	$(MAKE) pipeline.config.deploy
diff --git a/gfe-db/pipeline/Makefile b/gfe-db/pipeline/Makefile
index d95bf898..6c25a85f 100644
--- a/gfe-db/pipeline/Makefile
+++ b/gfe-db/pipeline/Makefile
@@ -65,6 +65,70 @@ service.config.pipeline-params.deploy:
 	echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deploying config to $$config_s3_path" 2>&1 | tee -a $$CFN_LOG_PATH && \
 	aws s3 cp --recursive config/ $$config_s3_path 2>&1 | tee -a $$CFN_LOG_PATH
 
+service.statemachine.update-pipeline.stop:
+	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Stopping UpdatePipeline state machine" 2>&1 | tee -a $${CFN_LOG_PATH}
+	@state_machine_arn=$$(aws ssm get-parameter \
+		--name "/$${APP_NAME}/$${STAGE}/$${AWS_REGION}/UpdatePipelineStateMachineArn" \
+		--query "Parameter.Value" \
+		--output text) && \
+	executions=$$(aws stepfunctions list-executions \
+		--state-machine-arn "$$state_machine_arn" \
+		--status-filter RUNNING \
+		--query "executions[*].executionArn" \
+		--output text) && \
+	if [ -n "$$executions" ]; then \
+		for execution in $$executions; do \
+			res=$$(aws stepfunctions stop-execution --execution-arn "$$execution") && \
+			echo "$$res" | jq -r && \
+			echo "\033[0;32mStopped execution:\033[0m" && \
+			echo "\033[0;32m$$execution\033[0m"; \
+		done; \
+	else \
+		echo "\033[0;32mNo running executions found for UpdatePipeline state machine\033[0m"; \
+	fi
+	
+service.statemachine.load-concurrency-manager.stop:
+	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Stopping LoadConcurrencyManager state machine" 2>&1 | tee -a $${CFN_LOG_PATH}
+	@state_machine_arn=$$(aws ssm get-parameter \
+		--name "/$${APP_NAME}/$${STAGE}/$${AWS_REGION}/LoadConcurrencyManagerStateMachineArn" \
+		--query "Parameter.Value" \
+		--output text) && \
+	executions=$$(aws stepfunctions list-executions \
+		--state-machine-arn "$$state_machine_arn" \
+		--status-filter RUNNING \
+		--query "executions[*].executionArn" \
+		--output text) && \
+	if [ -n "$$executions" ]; then \
+		for execution in $$executions; do \
+			res=$$(aws stepfunctions stop-execution --execution-arn "$$execution") && \
+			echo "$$res" | jq -r && \
+			echo "\033[0;32mStopped execution:\033[0m" && \
+			echo "\033[0;32m$$execution\033[0m"; \
+		done; \
+	else \
+		echo "\033[0;32mNo running executions found for LoadConcurrencyManager state machine\033[0m"; \
+	fi
+
+service.queue.gfe-db-load.purge:
+	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Purging GfeDbLoadQueue" 2>&1 | tee -a $${CFN_LOG_PATH}
+	@queue_url=$$(aws ssm get-parameter \
+		--name "/$${APP_NAME}/$${STAGE}/$${AWS_REGION}/GfeDbLoadQueueUrl" \
+		--query "Parameter.Value" \
+		--output text) && \
+	res=$$(aws sqs purge-queue --queue-url "$$queue_url") && \
+	echo "$$res" | jq -r 2>&1 | tee -a $${CFN_LOG_PATH} && \
+	echo "\033[0;32mGfeDbLoadQueue purged successfully\033[0m"
+
+service.queue.gfe-db-processing.purge:
+	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Purging GfeDbProcessingQueue" 2>&1 | tee -a $${CFN_LOG_PATH}
+	@queue_url=$$(aws ssm get-parameter \
+		--name "/$${APP_NAME}/$${STAGE}/$${AWS_REGION}/GfeDbProcessingQueueUrl" \
+		--query "Parameter.Value" \
+		--output text) && \
+	res=$$(aws sqs purge-queue --queue-url "$$queue_url") && \
+	echo "$$res" | jq -r 2>&1 | tee -a $${CFN_LOG_PATH} && \
+	echo "\033[0;32mGfeDbProcessingQueue purged successfully\033[0m"
+
 service.delete:
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deleting ${SERVICE} service" 2>&1 | tee -a $$CFN_LOG_PATH
 	$(MAKE) service.jobs.delete

From 178b62d2ce8f51dcf7eb1f2a213c8e0dfcf33e5f Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 31 Aug 2024 17:15:29 -0700
Subject: [PATCH 342/367] get alarm status

---
 Makefile | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/Makefile b/Makefile
index d9f85b74..82116c9a 100644
--- a/Makefile
+++ b/Makefile
@@ -531,6 +531,8 @@ pipeline.abort:
 	fi
 	@echo "\033[0;33mPipeline execution aborted\033[0m"
 
+pipeline.alarm.update-pipeline-execution.status:
+	$(MAKE) -C ${APP_NAME}/pipeline/ service.alarm.update-pipeline-execution.status
 
 config.deploy:
 	$(MAKE) database.config.deploy

From e492843a5eac237fb47fa66850eb148ea12abf11 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 1 Sep 2024 12:59:45 -0700
Subject: [PATCH 343/367] wait for alarm status to change using target

---
 Makefile                      |  5 ++++-
 gfe-db/pipeline/Makefile      | 37 +++++++++++++++++++++++++++++++++++
 gfe-db/pipeline/template.yaml | 10 ++++++++++
 3 files changed, 51 insertions(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 82116c9a..f304408e 100644
--- a/Makefile
+++ b/Makefile
@@ -529,11 +529,14 @@ pipeline.abort:
 	else \
 		echo "\033[0;33mNote: SQS queues were not purged. To purge queues, run with 'purge=true'.\033[0m"; \
 	fi
-	@echo "\033[0;33mPipeline execution aborted\033[0m"
+	@echo "\033[0;33m*** Pipeline execution aborted ***\033[0m"
 
 pipeline.alarm.update-pipeline-execution.status:
 	$(MAKE) -C ${APP_NAME}/pipeline/ service.alarm.update-pipeline-execution.status
 
+pipeline.alarm.update-pipeline-execution.wait:
+	$(MAKE) -C ${APP_NAME}/pipeline/ service.alarm.update-pipeline-execution.wait
+
 config.deploy:
 	$(MAKE) database.config.deploy
 	$(MAKE) pipeline.config.deploy
diff --git a/gfe-db/pipeline/Makefile b/gfe-db/pipeline/Makefile
index 6c25a85f..56f84ae1 100644
--- a/gfe-db/pipeline/Makefile
+++ b/gfe-db/pipeline/Makefile
@@ -129,6 +129,43 @@ service.queue.gfe-db-processing.purge:
 	echo "$$res" | jq -r 2>&1 | tee -a $${CFN_LOG_PATH} && \
 	echo "\033[0;32mGfeDbProcessingQueue purged successfully\033[0m"
 
+service.alarm.update-pipeline-execution.status:
+	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Fetching status of UpdatePipelineStateMachineExecutionAlarm" 2>&1 | tee -a $${CFN_LOG_PATH}
+	@alarm_name=$$(aws ssm get-parameter \
+		--name "/$${APP_NAME}/$${STAGE}/$${AWS_REGION}/UpdatePipelineStateMachineExecutionAlarmName" \
+		--query "Parameter.Value" \
+		--output text) && \
+	alarm_status=$$(aws cloudwatch describe-alarms \
+		--alarm-names "$$alarm_name" \
+		--query "MetricAlarms[0].StateValue" \
+		--output text) && \
+	echo "\033[0;32mUpdatePipelineStateMachineExecutionAlarm status: $$alarm_status\033[0m" 2>&1 | tee -a $${CFN_LOG_PATH}
+
+service.alarm.update-pipeline-execution.wait: # arg: poll_interval (default: 10)
+	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Waiting for UpdatePipelineStateMachineExecutionAlarm status change" 2>&1 | tee -a $${CFN_LOG_PATH}
+	@poll_interval=$${1:-10}; \
+	alarm_name=$$(aws ssm get-parameter \
+		--name "/$${APP_NAME}/$${STAGE}/$${AWS_REGION}/UpdatePipelineStateMachineExecutionAlarmName" \
+		--query "Parameter.Value" \
+		--output text) && \
+	initial_status=$$(aws cloudwatch describe-alarms \
+		--alarm-names "$$alarm_name" \
+		--query "MetricAlarms[0].StateValue" \
+		--output text) && \
+	echo "Initial status: $$initial_status" && \
+	while true; do \
+		current_status=$$(aws cloudwatch describe-alarms \
+			--alarm-names "$$alarm_name" \
+			--query "MetricAlarms[0].StateValue" \
+			--output text) && \
+		if [ "$$current_status" != "$$initial_status" ]; then \
+			echo "\033[0;32mAlarm status changed to: $$current_status\033[0m" 2>&1 | tee -a $${CFN_LOG_PATH} && \
+			break; \
+		fi; \
+		echo "Current status: $$current_status. Waiting for $$poll_interval seconds..." && \
+		sleep $$poll_interval; \
+	done
+
 service.delete:
 	@echo "$$(gdate -u +'%Y-%m-%d %H:%M:%S.%3N') - Deleting ${SERVICE} service" 2>&1 | tee -a $$CFN_LOG_PATH
 	$(MAKE) service.jobs.delete
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 02c5f7ec..fc9dd83b 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -1281,6 +1281,16 @@ Resources:
       ComparisonOperator: GreaterThanThreshold
       Threshold: 0
       EvaluationPeriods: 1
+
+  UpdatePipelineStateMachineExecutionAlarmNameParameter:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Type: String
+      Name: !Sub /${AppName}/${Stage}/${AWS::Region}/UpdatePipelineStateMachineExecutionAlarmName
+      Description: !Sub 'Name of ${Stage}-${AppName} UpdatePipeline state machine execution alarm'
+      Value: !Ref UpdatePipelineStateMachineExecutionAlarm
+
+      
   LoadConcurrencyManagerLogGroup:
     Type: AWS::Logs::LogGroup
     UpdateReplacePolicy: Delete

From 9655a1147c45a902706464318550935280278daa Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 1 Sep 2024 13:02:51 -0700
Subject: [PATCH 344/367] debug statements

---
 gfe-db/database/scripts/load_db.sh | 22 +++++++++++++++++-----
 1 file changed, 17 insertions(+), 5 deletions(-)

diff --git a/gfe-db/database/scripts/load_db.sh b/gfe-db/database/scripts/load_db.sh
index 3ed759d1..0008e7b4 100644
--- a/gfe-db/database/scripts/load_db.sh
+++ b/gfe-db/database/scripts/load_db.sh
@@ -8,17 +8,17 @@ if [ -z $EC2_USER_HOME ]; then
     exit 1
 fi
 if [ -z $APP_NAME ]; then
-    echo "ERROR:  APP_NAME not set"
+    echo "ERROR: APP_NAME not set"
     exit 1
 fi
 
 if [ -z $STAGE ]; then
-    echo "ERROR:  STAGE not set"
+    echo "ERROR: STAGE not set"
     exit 1
 fi
 
 if [ -z $SERVICE_NAME ]; then
-    echo "ERROR:  SERVICE_NAME not set"
+    echo "ERROR: SERVICE_NAME not set"
     exit 1
 fi
 
@@ -41,7 +41,9 @@ S3_NEO4J_CYPHER_PATH=config/$SERVICE_NAME/neo4j/cypher
 S3_CSV_PATH=data/$RELEASE/csv
 
 if [[ -z $AWS_REGION ]]; then
+    echo "DEBUG: About to get AWS_REGION using jq"
     export AWS_REGION=$(curl --silent http://169.254.169.254/latest/dynamic/instance-identity/document | jq -r '.region')
+    echo "DEBUG: AWS_REGION result: $AWS_REGION"
 fi
 
 if [[ -z $RELEASE ]]; then
@@ -52,17 +54,27 @@ else
 fi
 
 # Get Neo4j Credentials
+echo "DEBUG: About to get NEO4J_CREDENTIALS using jq"
 NEO4J_CREDENTIALS=$(aws secretsmanager get-secret-value \
     --region $AWS_REGION \
     --secret-id /${APP_NAME}/${STAGE}/${AWS_REGION}/Neo4jCredentials | jq -r '.SecretString')
+echo "DEBUG: NEO4J_CREDENTIALS result: [REDACTED]"
+
+echo "DEBUG: About to get NEO4J_USERNAME using jq"
 NEO4J_USERNAME=$(echo $NEO4J_CREDENTIALS | jq -r '.NEO4J_USERNAME')
+echo "DEBUG: NEO4J_USERNAME result: $NEO4J_USERNAME"
+
+echo "DEBUG: About to get NEO4J_PASSWORD using jq"
 NEO4J_PASSWORD=$(echo $NEO4J_CREDENTIALS | jq -r '.NEO4J_PASSWORD')
+echo "DEBUG: NEO4J_PASSWORD result: [REDACTED]"
 
 # Get data bucket name
+echo "DEBUG: About to get DATA_BUCKET_NAME using jq"
 DATA_BUCKET_NAME=$(aws ssm get-parameters \
     --region $(curl -s http://169.254.169.254/latest/meta-data/placement/availability-zone | sed 's/\(.*\)[a-z]/\1/') \
     --names "/${APP_NAME}/${STAGE}/${AWS_REGION}/DataBucketName" \
     | jq -r '.Parameters[0].Value')
+echo "DEBUG: DATA_BUCKET_NAME result: $DATA_BUCKET_NAME"
 
 if [[ -z $DATA_BUCKET_NAME ]]; then
     echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - S3 bucket not found."
@@ -127,9 +139,9 @@ else
 fi
 
 if [[ $LOAD_EXIT_STATUS -eq 0 ]]; then
-    echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Load complete"
+    echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Load succeeded: $LOAD_EXIT_STATUS"
 else
-    echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Load failed"
+    echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Load failed: $LOAD_EXIT_STATUS"
 fi
 
 # TODO: Conditional queries for alignments, KIR (requires running separate Cypher scripts)

From 00cd05bc4bba2ef27f01fb8d619e68434ccdf7cb Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 8 Sep 2024 08:38:49 -0700
Subject: [PATCH 345/367] add debug statements

---
 gfe-db/database/scripts/load_db.sh            |  4 +--
 gfe-db/database/scripts/start_task.sh         | 35 ++++++-------------
 gfe-db/pipeline/config/source-config.json     |  4 +--
 .../functions/check_source_update/app.py      |  6 ++--
 4 files changed, 17 insertions(+), 32 deletions(-)

diff --git a/gfe-db/database/scripts/load_db.sh b/gfe-db/database/scripts/load_db.sh
index 0008e7b4..a584531b 100644
--- a/gfe-db/database/scripts/load_db.sh
+++ b/gfe-db/database/scripts/load_db.sh
@@ -58,7 +58,7 @@ echo "DEBUG: About to get NEO4J_CREDENTIALS using jq"
 NEO4J_CREDENTIALS=$(aws secretsmanager get-secret-value \
     --region $AWS_REGION \
     --secret-id /${APP_NAME}/${STAGE}/${AWS_REGION}/Neo4jCredentials | jq -r '.SecretString')
-echo "DEBUG: NEO4J_CREDENTIALS result: [REDACTED]"
+echo "DEBUG: NEO4J_CREDENTIALS result: $NEO4J_CREDENTIALS"
 
 echo "DEBUG: About to get NEO4J_USERNAME using jq"
 NEO4J_USERNAME=$(echo $NEO4J_CREDENTIALS | jq -r '.NEO4J_USERNAME')
@@ -66,7 +66,7 @@ echo "DEBUG: NEO4J_USERNAME result: $NEO4J_USERNAME"
 
 echo "DEBUG: About to get NEO4J_PASSWORD using jq"
 NEO4J_PASSWORD=$(echo $NEO4J_CREDENTIALS | jq -r '.NEO4J_PASSWORD')
-echo "DEBUG: NEO4J_PASSWORD result: [REDACTED]"
+echo "DEBUG: NEO4J_PASSWORD result: $NEO4J_PASSWORD"
 
 # Get data bucket name
 echo "DEBUG: About to get DATA_BUCKET_NAME using jq"
diff --git a/gfe-db/database/scripts/start_task.sh b/gfe-db/database/scripts/start_task.sh
index c4630e13..c4e7ed03 100644
--- a/gfe-db/database/scripts/start_task.sh
+++ b/gfe-db/database/scripts/start_task.sh
@@ -1,26 +1,21 @@
 #!/bin/bash -x
 
-# Exit immediately if a command exits with a non-zero status
 set -e
 
-# get APP_NAME and STAGE from arguments
-APP_NAME=$1
-STAGE=$2
-ERR_MSG=null
+set -a
+source "$(dirname "$0")/env.sh"
+set +a
 
 if [[ -z $APP_NAME ]]; then
-    ERR_MSG="APP_NAME environment variable not set"
-    echo $ERR_MSG >&2
+    echo "ERROR: APP_NAME not set in env.sh" >&2
     exit 1
 fi
 
 if [[ -z $STAGE ]]; then
-    ERR_MSG="STAGE environment variable not set"
-    echo $ERR_MSG >&2
+    echo "ERROR: STAGE not set in env.sh" >&2
     exit 1
 fi
 
-# check that AWS_REGION is set from the environment
 if [[ -z $AWS_REGION ]]; then
     export AWS_REGION=$(curl --silent http://169.254.169.254/latest/dynamic/instance-identity/document | jq -r '.region')
 fi
@@ -37,7 +32,6 @@ if [[ -z $ACTIVITY_ARN ]]; then
     exit 1
 fi
 
-# Send task failure if script errors
 send_result () {
     if [[ $status = "SUCCESS" ]]; then
         echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Sending task success"
@@ -55,14 +49,9 @@ send_result () {
     fi
 }
 
-# This will send task failure if any error is encountered, but sometimes errors can occur that do not affect that actual loading process
 trap 'cause="Error on line $LINENO: $ERR_MSG" && error=$? && send_result && kill 0' ERR
 
-# start_time=$(date +%s)
-# timeout=120
 while true; do
-
-    # Poll StepFunctions API for new activities
     echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Polling for new activities..."
     export ACTIVITY=$(aws stepfunctions get-activity-task \
         --activity-arn "$ACTIVITY_ARN" \
@@ -73,12 +62,10 @@ while true; do
     if [[ -z $ACTIVITY ]]; then
         echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - No activities found"
         break
-
     else
         echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Activity found"
         echo "$ACTIVITY"
 
-        # Check for task token
         export TASK_TOKEN=$(echo "$ACTIVITY" | jq -r '.taskToken')
         if [[ -z $TASK_TOKEN ]]; then
             ERR_MSG="TASK_TOKEN not found"
@@ -88,7 +75,6 @@ while true; do
             echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Found task token"
         fi
 
-        # Check for release argument
         release=$(echo "$ACTIVITY" | jq -r '.input' | jq -r '.input.version')
         if [[ -z $release || "$release" == "null" || ! $release =~ ^[0-9]{1,4}$ ]]; then
             ERR_MSG="Release version not found, is 'null', or is not a 1-4 digit integer"
@@ -102,26 +88,25 @@ while true; do
         echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Begin task heartbeat"
         bash send_heartbeat.sh &
         send_heartbeat_pid=$!
+        echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Heartbeat process started with PID: $send_heartbeat_pid"
 
-        # Run task - invoke load script 
-        # TODO get s3 path from step functions payload
         bash load_db.sh $release
         TASK_EXIT_STATUS=$?
         
-        # Send TaskSuccess token to StepFunctions
         if [[ $TASK_EXIT_STATUS != "0" ]]; then
             status="FAILED"
             error="Non-zero exit code: $TASK_EXIT_STATUS"
             cause="Error on line $LINENO"
             send_result
             kill 0
-
         else
             status="SUCCESS"
             send_result
-            kill $send_heartbeat_pid
+            if ps -p $send_heartbeat_pid > /dev/null; then
+                kill $send_heartbeat_pid
+            fi
         fi
     fi
 done
 
-exit 0
\ No newline at end of file
+exit 0
diff --git a/gfe-db/pipeline/config/source-config.json b/gfe-db/pipeline/config/source-config.json
index 47abc3b0..45078b81 100644
--- a/gfe-db/pipeline/config/source-config.json
+++ b/gfe-db/pipeline/config/source-config.json
@@ -1,6 +1,6 @@
 {
-    "created_utc": "2024-07-14T00:11:43.490Z",
-    "updated_utc": "2024-07-14T00:11:43.490Z",
+    "created_utc": "2024-09-07T22:43:34.928Z",
+    "updated_utc": "2024-09-07T22:43:34.928Z",
     "repositories": {
         "ANHIG/IMGTHLA": {
             "owner": "ANHIG",
diff --git a/gfe-db/pipeline/functions/check_source_update/app.py b/gfe-db/pipeline/functions/check_source_update/app.py
index a0148195..9af755a2 100644
--- a/gfe-db/pipeline/functions/check_source_update/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/app.py
@@ -117,13 +117,13 @@ def lambda_handler(event, context):
         all_branches = list(branch_pages)
 
         repo_state = build_execution_state(all_branches, utc_now)
-        repo_state = repo_state.items
+        repo_state_items = repo_state.items
 
         # 3) Compare the app state with the repo state to find new commits
 
         # Extract commit sha, release version  into tuples from both the app and repo states for set operations
         app_state_commits = set([(item.commit.sha, item.execution.version) for item in execution_state_items])
-        repo_state_commits = set([(item.commit.sha, item.execution.version) for item in repo_state])
+        repo_state_commits = set([(item.commit.sha, item.execution.version) for item in repo_state_items])
 
         # get the difference between the two states
         new_items = []
@@ -134,7 +134,7 @@ def lambda_handler(event, context):
             logger.info(f"Updating execution state with new commits: {new_app_state_commits}")
             
             # get the new records from the repo state
-            new_items.extend([item for item in repo_state if (item.commit.sha, item.execution.version) in new_app_state_commits])
+            new_items.extend([item for item in repo_state_items if (item.commit.sha, item.execution.version) in new_app_state_commits])
 
             # insert the new records into the remote app state
             items = format_execution_state_items(new_items)

From 1248947a2e1f3bef4bfc59fde188160c6f4b2ae6 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 13 Sep 2024 16:35:14 -0700
Subject: [PATCH 346/367] run build job despite errors

---
 gfe-db/pipeline/jobs/build/run.sh | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/gfe-db/pipeline/jobs/build/run.sh b/gfe-db/pipeline/jobs/build/run.sh
index 27e79545..bcbb35cd 100755
--- a/gfe-db/pipeline/jobs/build/run.sh
+++ b/gfe-db/pipeline/jobs/build/run.sh
@@ -1,7 +1,7 @@
 #!/bin/bash
 
-# Exit immediately if a command exits with a non-zero status
-set -e
+# # Exit immediately if a command exits with a non-zero status
+# set -e
 
 START_EXECUTION=$SECONDS
 

From ce310ab0b093b827bb25da52a7af91705655e802 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 13 Sep 2024 16:40:18 -0700
Subject: [PATCH 347/367] revert load scripts

---
 gfe-db/database/scripts/load_db.sh    | 22 ++++-------------
 gfe-db/database/scripts/start_task.sh | 35 +++++++++++++++++++--------
 2 files changed, 30 insertions(+), 27 deletions(-)

diff --git a/gfe-db/database/scripts/load_db.sh b/gfe-db/database/scripts/load_db.sh
index a584531b..3ed759d1 100644
--- a/gfe-db/database/scripts/load_db.sh
+++ b/gfe-db/database/scripts/load_db.sh
@@ -8,17 +8,17 @@ if [ -z $EC2_USER_HOME ]; then
     exit 1
 fi
 if [ -z $APP_NAME ]; then
-    echo "ERROR: APP_NAME not set"
+    echo "ERROR:  APP_NAME not set"
     exit 1
 fi
 
 if [ -z $STAGE ]; then
-    echo "ERROR: STAGE not set"
+    echo "ERROR:  STAGE not set"
     exit 1
 fi
 
 if [ -z $SERVICE_NAME ]; then
-    echo "ERROR: SERVICE_NAME not set"
+    echo "ERROR:  SERVICE_NAME not set"
     exit 1
 fi
 
@@ -41,9 +41,7 @@ S3_NEO4J_CYPHER_PATH=config/$SERVICE_NAME/neo4j/cypher
 S3_CSV_PATH=data/$RELEASE/csv
 
 if [[ -z $AWS_REGION ]]; then
-    echo "DEBUG: About to get AWS_REGION using jq"
     export AWS_REGION=$(curl --silent http://169.254.169.254/latest/dynamic/instance-identity/document | jq -r '.region')
-    echo "DEBUG: AWS_REGION result: $AWS_REGION"
 fi
 
 if [[ -z $RELEASE ]]; then
@@ -54,27 +52,17 @@ else
 fi
 
 # Get Neo4j Credentials
-echo "DEBUG: About to get NEO4J_CREDENTIALS using jq"
 NEO4J_CREDENTIALS=$(aws secretsmanager get-secret-value \
     --region $AWS_REGION \
     --secret-id /${APP_NAME}/${STAGE}/${AWS_REGION}/Neo4jCredentials | jq -r '.SecretString')
-echo "DEBUG: NEO4J_CREDENTIALS result: $NEO4J_CREDENTIALS"
-
-echo "DEBUG: About to get NEO4J_USERNAME using jq"
 NEO4J_USERNAME=$(echo $NEO4J_CREDENTIALS | jq -r '.NEO4J_USERNAME')
-echo "DEBUG: NEO4J_USERNAME result: $NEO4J_USERNAME"
-
-echo "DEBUG: About to get NEO4J_PASSWORD using jq"
 NEO4J_PASSWORD=$(echo $NEO4J_CREDENTIALS | jq -r '.NEO4J_PASSWORD')
-echo "DEBUG: NEO4J_PASSWORD result: $NEO4J_PASSWORD"
 
 # Get data bucket name
-echo "DEBUG: About to get DATA_BUCKET_NAME using jq"
 DATA_BUCKET_NAME=$(aws ssm get-parameters \
     --region $(curl -s http://169.254.169.254/latest/meta-data/placement/availability-zone | sed 's/\(.*\)[a-z]/\1/') \
     --names "/${APP_NAME}/${STAGE}/${AWS_REGION}/DataBucketName" \
     | jq -r '.Parameters[0].Value')
-echo "DEBUG: DATA_BUCKET_NAME result: $DATA_BUCKET_NAME"
 
 if [[ -z $DATA_BUCKET_NAME ]]; then
     echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - S3 bucket not found."
@@ -139,9 +127,9 @@ else
 fi
 
 if [[ $LOAD_EXIT_STATUS -eq 0 ]]; then
-    echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Load succeeded: $LOAD_EXIT_STATUS"
+    echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Load complete"
 else
-    echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Load failed: $LOAD_EXIT_STATUS"
+    echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Load failed"
 fi
 
 # TODO: Conditional queries for alignments, KIR (requires running separate Cypher scripts)
diff --git a/gfe-db/database/scripts/start_task.sh b/gfe-db/database/scripts/start_task.sh
index c4e7ed03..c4630e13 100644
--- a/gfe-db/database/scripts/start_task.sh
+++ b/gfe-db/database/scripts/start_task.sh
@@ -1,21 +1,26 @@
 #!/bin/bash -x
 
+# Exit immediately if a command exits with a non-zero status
 set -e
 
-set -a
-source "$(dirname "$0")/env.sh"
-set +a
+# get APP_NAME and STAGE from arguments
+APP_NAME=$1
+STAGE=$2
+ERR_MSG=null
 
 if [[ -z $APP_NAME ]]; then
-    echo "ERROR: APP_NAME not set in env.sh" >&2
+    ERR_MSG="APP_NAME environment variable not set"
+    echo $ERR_MSG >&2
     exit 1
 fi
 
 if [[ -z $STAGE ]]; then
-    echo "ERROR: STAGE not set in env.sh" >&2
+    ERR_MSG="STAGE environment variable not set"
+    echo $ERR_MSG >&2
     exit 1
 fi
 
+# check that AWS_REGION is set from the environment
 if [[ -z $AWS_REGION ]]; then
     export AWS_REGION=$(curl --silent http://169.254.169.254/latest/dynamic/instance-identity/document | jq -r '.region')
 fi
@@ -32,6 +37,7 @@ if [[ -z $ACTIVITY_ARN ]]; then
     exit 1
 fi
 
+# Send task failure if script errors
 send_result () {
     if [[ $status = "SUCCESS" ]]; then
         echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Sending task success"
@@ -49,9 +55,14 @@ send_result () {
     fi
 }
 
+# This will send task failure if any error is encountered, but sometimes errors can occur that do not affect that actual loading process
 trap 'cause="Error on line $LINENO: $ERR_MSG" && error=$? && send_result && kill 0' ERR
 
+# start_time=$(date +%s)
+# timeout=120
 while true; do
+
+    # Poll StepFunctions API for new activities
     echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Polling for new activities..."
     export ACTIVITY=$(aws stepfunctions get-activity-task \
         --activity-arn "$ACTIVITY_ARN" \
@@ -62,10 +73,12 @@ while true; do
     if [[ -z $ACTIVITY ]]; then
         echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - No activities found"
         break
+
     else
         echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Activity found"
         echo "$ACTIVITY"
 
+        # Check for task token
         export TASK_TOKEN=$(echo "$ACTIVITY" | jq -r '.taskToken')
         if [[ -z $TASK_TOKEN ]]; then
             ERR_MSG="TASK_TOKEN not found"
@@ -75,6 +88,7 @@ while true; do
             echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Found task token"
         fi
 
+        # Check for release argument
         release=$(echo "$ACTIVITY" | jq -r '.input' | jq -r '.input.version')
         if [[ -z $release || "$release" == "null" || ! $release =~ ^[0-9]{1,4}$ ]]; then
             ERR_MSG="Release version not found, is 'null', or is not a 1-4 digit integer"
@@ -88,25 +102,26 @@ while true; do
         echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Begin task heartbeat"
         bash send_heartbeat.sh &
         send_heartbeat_pid=$!
-        echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Heartbeat process started with PID: $send_heartbeat_pid"
 
+        # Run task - invoke load script 
+        # TODO get s3 path from step functions payload
         bash load_db.sh $release
         TASK_EXIT_STATUS=$?
         
+        # Send TaskSuccess token to StepFunctions
         if [[ $TASK_EXIT_STATUS != "0" ]]; then
             status="FAILED"
             error="Non-zero exit code: $TASK_EXIT_STATUS"
             cause="Error on line $LINENO"
             send_result
             kill 0
+
         else
             status="SUCCESS"
             send_result
-            if ps -p $send_heartbeat_pid > /dev/null; then
-                kill $send_heartbeat_pid
-            fi
+            kill $send_heartbeat_pid
         fi
     fi
 done
 
-exit 0
+exit 0
\ No newline at end of file

From 159a6379f5c708b8478b6e1d461f4e13a1d1ccb7 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 14 Sep 2024 20:39:06 -0700
Subject: [PATCH 348/367] send Run Command logs to CloudWatch

---
 gfe-db/database/Makefile | 12 ++++++++----
 1 file changed, 8 insertions(+), 4 deletions(-)

diff --git a/gfe-db/database/Makefile b/gfe-db/database/Makefile
index b1cb6d7d..6715289d 100644
--- a/gfe-db/database/Makefile
+++ b/gfe-db/database/Makefile
@@ -21,7 +21,8 @@ service.config.scripts.sync: service.config.scripts.deploy service.config.neo4j.
 	res=$$(aws ssm send-command \
 		--document-name "$$document_name" \
 		--targets "Key=instanceids,Values=$${INSTANCE_ID}" \
-		--comment "${STAGE}-${APP_NAME} sync scripts to database server") && \
+		--comment "${STAGE}-${APP_NAME} sync scripts to database server" \
+		--cloud-watch-output-config '{"CloudWatchOutputEnabled":true}') && \
 	command_id=$$(echo "$$res" | jq -r '.Command.CommandId') && \
 	echo "\033[0;34mWaiting for command $$command_id to complete on server $${INSTANCE_ID}\033[0m" && \
 	aws ssm wait command-executed \
@@ -50,7 +51,8 @@ service.ssl.renew-cert:
 		--document-name "AWS-RunShellScript" \
 		--parameters "commands=[cd /home/ec2-user && sudo make ssl.renew-cert]" \
 		--targets "Key=instanceids,Values=$${INSTANCE_ID}" \
-		--comment "${STAGE}-${APP_NAME} SSL certificate renewal utility") && \
+		--comment "${STAGE}-${APP_NAME} SSL certificate renewal utility" \
+		--cloud-watch-output-config '{"CloudWatchOutputEnabled":true}') && \
 	command_id=$$(echo "$$res" | jq -r '.Command.CommandId') && \
 	aws ssm wait command-executed \
 		--command-id "$$command_id" \
@@ -91,7 +93,8 @@ service.backup:
 		--document-name "AWS-RunShellScript" \
 		--parameters "commands=[cd /home/ec2-user && sudo make neo4j.backup]" \
 		--targets "Key=instanceids,Values=$${INSTANCE_ID}" \
-		--comment "${STAGE}=${APP_NAME} backup service") && \
+		--comment "${STAGE}=${APP_NAME} backup service" \
+		--cloud-watch-output-config '{"CloudWatchOutputEnabled":true}') && \
 	command_id=$$(echo "$$res" | jq -r '.Command.CommandId') && \
 	aws ssm wait command-executed \
 		--command-id "$$command_id" \
@@ -118,7 +121,8 @@ service.restore: #from_path=s3://<backup path>
 		--document-name "AWS-RunShellScript" \
 		--parameters "commands=[cd /home/ec2-user && sudo make neo4j.restore from_path=$$from_path]" \
 		--targets "Key=instanceids,Values=$${INSTANCE_ID}" \
-		--comment "${STAGE}=${APP_NAME} restore service") && \
+		--comment "${STAGE}=${APP_NAME} restore service" \
+		--cloud-watch-output-config '{"CloudWatchOutputEnabled":true}') && \
 	command_id=$$(echo "$$res" | jq -r '.Command.CommandId') && \
 	aws ssm wait command-executed \
 		--command-id "$$command_id" \

From f04caa940e4bb4406ffedb37cd00ff684fcba05f Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 14 Sep 2024 21:22:50 -0700
Subject: [PATCH 349/367] fix config paths

---
 gfe-db/database/template.yaml                       | 4 ++--
 gfe-db/pipeline/functions/invoke_load_script/app.py | 2 +-
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/gfe-db/database/template.yaml b/gfe-db/database/template.yaml
index 165e40b7..5a8ff3d9 100644
--- a/gfe-db/database/template.yaml
+++ b/gfe-db/database/template.yaml
@@ -164,7 +164,7 @@ Resources:
           echo "INFO: Installing CloudWatch Logs Agent"
           mkdir -p /usr/share/collectd/
           touch /usr/share/collectd/types.db
-          aws s3 cp --quiet s3://${DataBucketName}/config/amazon-cloudwatch-agent/amazon-cloudwatch-agent.json /opt/aws/amazon-cloudwatch-agent/etc/amazon-cloudwatch-agent.json
+          aws s3 cp --quiet s3://${DataBucketName}/config/${ServiceName}/amazon-cloudwatch-agent/amazon-cloudwatch-agent.json /opt/aws/amazon-cloudwatch-agent/etc/amazon-cloudwatch-agent.json
           /opt/aws/amazon-cloudwatch-agent/bin/amazon-cloudwatch-agent-ctl -a fetch-config -m ec2 -s -c file:/opt/aws/amazon-cloudwatch-agent/etc/amazon-cloudwatch-agent.json
           [ $(amazon-cloudwatch-agent-ctl -a status | jq -r '.status') = running ] && echo "INFO: CloudWatch Logs Agent is running" || \
             (msg="ERROR: CloudWatch Logs Agent did not initialize correctly" && echo $msg && cfn_signal 1 "$msg" && exit 1)
@@ -573,7 +573,7 @@ Resources:
             type: "StringMap"
             description: !Sub "Downloads all files under the ${AppName} scripts prefix"
             default:
-              path: !Sub 'https://{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}.s3.amazonaws.com/config/scripts/'
+              path: !Sub 'https://{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}.s3.amazonaws.com/config/${ServiceName}/scripts/'
           copyCypherScripts:
             type: "String"
             description: "Copies Cypher scripts to the database"
diff --git a/gfe-db/pipeline/functions/invoke_load_script/app.py b/gfe-db/pipeline/functions/invoke_load_script/app.py
index d6e8bcbc..0218becf 100644
--- a/gfe-db/pipeline/functions/invoke_load_script/app.py
+++ b/gfe-db/pipeline/functions/invoke_load_script/app.py
@@ -41,7 +41,7 @@ def lambda_handler(event, context):
         --document-name "dev-gfe-db-database-Neo4jLoadQueryDocument-UgYcOg48yiQB" \
         --document-version "1" \
         --targets '[{"Key":"InstanceIds","Values":["i-0f8ec07e314226283"]}]' \
-        --parameters '{"executionTimeout":["3600"],"sourceInfo":["{\"path\":\"https://<data bucket name>.s3.amazonaws.com/config/scripts/load_db.sh\"}"],"sourceType":["S3"],"workingDirectory":["/home/ec2-user"],"commandLine":["bash load_db.sh"]}' \
+        --parameters '{"executionTimeout":["3600"],"sourceInfo":["{\"path\":\"https://<data bucket name>.s3.amazonaws.com/config/database/scripts/load_db.sh\"}"],"sourceType":["S3"],"workingDirectory":["/home/ec2-user"],"commandLine":["bash load_db.sh"]}' \
         --timeout-seconds 600 \
         --max-concurrency "50" \
         --max-errors "0" \

From ed142bbf6e2d21f1f3e2cb37338076248345f629 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Mon, 16 Sep 2024 14:16:47 -0700
Subject: [PATCH 350/367] poll SSM until Run Command succeeds or fails

---
 .../functions/invoke_load_script/app.py       |  19 +-
 .../functions/invoke_load_script/event.json   | 287 +++++++++++++++++-
 .../load-concurrency-manager.asl.json         |  66 +++-
 gfe-db/pipeline/template.yaml                 |  15 +-
 4 files changed, 363 insertions(+), 24 deletions(-)

diff --git a/gfe-db/pipeline/functions/invoke_load_script/app.py b/gfe-db/pipeline/functions/invoke_load_script/app.py
index 0218becf..80fd4868 100644
--- a/gfe-db/pipeline/functions/invoke_load_script/app.py
+++ b/gfe-db/pipeline/functions/invoke_load_script/app.py
@@ -79,13 +79,24 @@ def lambda_handler(event, context):
             message = f"Command `{cmd}` invoked on instance {neo4j_database_instance_id}"
             logger.info(message)
     
+            return {
+                "message": message,
+                "data": {
+                    "command_id": response["Command"]["CommandId"],
+                    "instance_id": neo4j_database_instance_id,
+                    "document_name": neo4j_load_query_document_name,
+                    "document_parameters": neo4j_load_query_document_parameters,
+                    "command_line": cmd,
+                    "source_info": source_info_default,
+                },
+                "CommandId": response["Command"]["CommandId"],
+                "InstanceId": neo4j_database_instance_id,
+            }
+        
     except Exception as err:
         logger.error(err)
         raise err
 
-    return {
-        "message": message
-    }
 
 
 # Serializes datetime objects in JSON responses
@@ -107,7 +118,7 @@ def default(self, obj):
 if __name__ == "__main__":
     from pathlib import Path
 
-    event_path = Path(__file__).parent / "error-event.json"
+    event_path = Path(__file__).parent / "event.json"
 
     with open(event_path, "r") as file:
         event = json.load(file)
diff --git a/gfe-db/pipeline/functions/invoke_load_script/event.json b/gfe-db/pipeline/functions/invoke_load_script/event.json
index f483038c..b4d7733d 100644
--- a/gfe-db/pipeline/functions/invoke_load_script/event.json
+++ b/gfe-db/pipeline/functions/invoke_load_script/event.json
@@ -1,11 +1,280 @@
 {
-    "version": 3470,
-    "commit_sha": "cada41a6bfac5a8bf88ed2107a0b856b9b9785a0",
-    "input_parameters": {
-        "align": false,
-        "kir": false,
-        "mem_profile": false,
-        "limit": -1
+    "backups": {
+      "pre": {
+        "document_name": "nmdpp-gfe-db-database-Neo4jBackupDocument-9X7UOkmPUPW1",
+        "command_id": "127870fc-cb84-4cd3-aa36-747d5cc5fbba"
+      }
     },
-    "s3_path": "s3://dev-gfe-db-531868584498-us-east-1/data/3470"
-}
\ No newline at end of file
+    "sqs": {
+      "MessageId": "a878b74b-c6bb-4057-9b1e-05292f3cf10d",
+      "ReceiptHandle": "AQEBUJ0zJFmtPVSNU9/AqjROuAbeqeL6Mbg4iU3SUu/VmFbrWO7GpYbl9bKfPxzVrtW8PDlC/Dt0DQSfzg4T6kHhsFtRD7rj5t6TY3/5Ugb9AnCIgSBgm0F7XPp1Hw/GiCoOEdKlQ/zCfbJ1nR1lZgfz1q0GNvDZnYAY8haeQw12cxqbOvn0n+giqpSXwqZAnV5sr3r09c81la+vxsfGTXpY0+98/osgU330FtZfTHNQJG/cBr5hC2c1fb4j949xNpcxyquS7omSQCH1ptHBfK/cV7PurDHCCRBWhfENykCsFTgnJ+DkLQOBHrqZONJt05u77QRWsjEHfV5RFUW0SnyqWw==",
+      "MD5OfBody": "d608814dd540987afc6e3cd58c6c5af2",
+      "Body": {
+        "input": {
+          "id": "3560_10fd73e97ca3ba28e84b58f6aae586440ec8bc6f_20240915_050557",
+          "version": 3560,
+          "invocation_id": "0f122c24-b4e1-4f3e-82a4-6a5fb0a595d3",
+          "commit_sha": "10fd73e97ca3ba28e84b58f6aae586440ec8bc6f",
+          "input_parameters": {
+            "align": false,
+            "kir": false,
+            "mem_profile": false,
+            "limit": -1,
+            "use_existing_build": true,
+            "skip_load": false
+          },
+          "s3_path": "s3://nmdpp-gfe-db-810526023897-us-east-1/data/3560",
+          "receipt_handle": "AQEBcDIVQq6xPO03mTzYaVmnkY7Qg3njkQD1S0zOYm8ukapfuMjFNeJtdWuMKu/igSHRvEx+GLDi1VrkD8Gx+H1Sr8pJMG9sX3PZ4cEnQ5VEIy8gpt+m8QdsEYc7iHX9NURkOD8chXt21iwVGFJ45nPwC/ALNcmmpy5CxuoJzQrRYG3UjhLahfT4GWA8OQFKv5+W6VYgqathtSQJUhc7D8mQY8lU1j+i/ll2Ll4bhbu1Th5pIKyiM//y0WYbTWK9+uP5oJID7cQhsM+OhoCvadx7c+Zdmt9n0z+41ZHusfROMxwi+ezcVUDF8DFLIu4/V/rLGX0ftb5eZ9mSWVkYuGbiwg=="
+        },
+        "validations": {
+          "queries": {
+            "pre": {
+              "node_counts": [
+                {
+                  "node": "GFE",
+                  "count": 38640
+                },
+                {
+                  "node": "IPD_Accession",
+                  "count": 38640
+                },
+                {
+                  "node": "IPD_Allele",
+                  "count": 38360
+                },
+                {
+                  "node": "Sequence",
+                  "count": 38640
+                },
+                {
+                  "node": "Feature",
+                  "count": 39174
+                },
+                {
+                  "node": "Submitter",
+                  "count": 1
+                }
+              ],
+              "has_ipd_allele_release_counts": [
+                {
+                  "release_version": 3550,
+                  "count": 36762
+                },
+                {
+                  "release_version": 3560,
+                  "count": 37720
+                },
+                {
+                  "release_version": 3570,
+                  "count": 38316
+                }
+              ],
+              "ipd_accession_release_counts": [
+                {
+                  "release_version": "3.55.0",
+                  "count": 36762
+                },
+                {
+                  "release_version": "3.56.0",
+                  "count": 1104
+                },
+                {
+                  "release_version": "3.57.0",
+                  "count": 774
+                }
+              ]
+            }
+          },
+          "check_existing_build": {
+            "Contents": [
+              {
+                "ETag": "\"898a10e4982984927c7292570861a952-6\"",
+                "Key": "data/3560/csv/all_cds.3560.csv",
+                "LastModified": "2024-09-13T23:20:52Z",
+                "Owner": {
+                  "DisplayName": "gclindsey+awstesting",
+                  "Id": "c7bf5cd354a38116b91f478b895cf40889f01091a7d26941d8a367727278b611"
+                },
+                "Size": 45638720,
+                "StorageClass": "STANDARD"
+              },
+              {
+                "ETag": "\"93e0460fe3ae1ca026d8c140551e5583-17\"",
+                "Key": "data/3560/csv/all_features.3560.csv",
+                "LastModified": "2024-09-13T23:20:52Z",
+                "Owner": {
+                  "DisplayName": "gclindsey+awstesting",
+                  "Id": "c7bf5cd354a38116b91f478b895cf40889f01091a7d26941d8a367727278b611"
+                },
+                "Size": 135303168,
+                "StorageClass": "STANDARD"
+              },
+              {
+                "ETag": "\"bda5142e1e5634541e1d13993382fa9f-2\"",
+                "Key": "data/3560/csv/all_groups.3560.csv",
+                "LastModified": "2024-09-13T23:20:52Z",
+                "Owner": {
+                  "DisplayName": "gclindsey+awstesting",
+                  "Id": "c7bf5cd354a38116b91f478b895cf40889f01091a7d26941d8a367727278b611"
+                },
+                "Size": 11185560,
+                "StorageClass": "STANDARD"
+              },
+              {
+                "ETag": "\"227172e93a81800a1fdce912abeb5038-13\"",
+                "Key": "data/3560/csv/gfe_sequences.3560.csv",
+                "LastModified": "2024-09-13T23:20:52Z",
+                "Owner": {
+                  "DisplayName": "gclindsey+awstesting",
+                  "Id": "c7bf5cd354a38116b91f478b895cf40889f01091a7d26941d8a367727278b611"
+                },
+                "Size": 101976098,
+                "StorageClass": "STANDARD"
+              }
+            ],
+            "IsTruncated": false,
+            "Marker": "",
+            "MaxKeys": 1000,
+            "Name": "nmdpp-gfe-db-810526023897-us-east-1",
+            "Prefix": "data/3560/csv/"
+          },
+          "build_outputs": {
+            "release_version": 3560,
+            "details": [
+              {
+                "schema": "all_cds",
+                "release": 3560,
+                "file_path": "s3://nmdpp-gfe-db-810526023897-us-east-1/data/3560/csv/all_cds.3560.csv",
+                "cols": [
+                  "gfe_name",
+                  "bp_seq_id",
+                  "bp_sequence",
+                  "aa_seq_id",
+                  "aa_sequence"
+                ],
+                "num_rows": 37713,
+                "created_utc": "2024-09-13T23:20:52.000Z",
+                "details": {
+                  "is_valid_csv_filename": true,
+                  "is_valid_csv_header": true,
+                  "is_valid_csv_rows": true
+                },
+                "num_errors": 0,
+                "is_valid_csv": true
+              },
+              {
+                "schema": "all_features",
+                "release": 3560,
+                "file_path": "s3://nmdpp-gfe-db-810526023897-us-east-1/data/3560/csv/all_features.3560.csv",
+                "cols": [
+                  "accession",
+                  "hash_code",
+                  "locus",
+                  "rank",
+                  "sequence",
+                  "term",
+                  "gfe_name",
+                  "allele_id",
+                  "hla_name",
+                  "imgt_release"
+                ],
+                "num_rows": 349965,
+                "created_utc": "2024-09-13T23:20:52.000Z",
+                "details": {
+                  "is_valid_csv_filename": true,
+                  "is_valid_csv_header": true,
+                  "is_valid_csv_rows": true
+                },
+                "num_errors": 0,
+                "is_valid_csv": true
+              },
+              {
+                "schema": "all_groups",
+                "release": 3560,
+                "file_path": "s3://nmdpp-gfe-db-810526023897-us-east-1/data/3560/csv/all_groups.3560.csv",
+                "cols": [
+                  "gfe_name",
+                  "allele_id",
+                  "hla_name",
+                  "ard_id",
+                  "ard_name",
+                  "locus",
+                  "imgt_release"
+                ],
+                "num_rows": 113160,
+                "created_utc": "2024-09-13T23:20:52.000Z",
+                "details": {
+                  "is_valid_csv_filename": true,
+                  "is_valid_csv_header": true,
+                  "is_valid_csv_rows": true
+                },
+                "num_errors": 0,
+                "is_valid_csv": true
+              },
+              {
+                "schema": "gfe_sequences",
+                "release": 3560,
+                "file_path": "s3://nmdpp-gfe-db-810526023897-us-east-1/data/3560/csv/gfe_sequences.3560.csv",
+                "cols": [
+                  "gfe_name",
+                  "acc_name",
+                  "locus",
+                  "hla_name",
+                  "seq_id",
+                  "sequence",
+                  "length",
+                  "imgt_release"
+                ],
+                "num_rows": 37720,
+                "created_utc": "2024-09-13T23:20:52.000Z",
+                "details": {
+                  "is_valid_csv_filename": true,
+                  "is_valid_csv_header": true,
+                  "is_valid_csv_rows": true
+                },
+                "num_errors": 0,
+                "is_valid_csv": true
+              }
+            ],
+            "errors": [],
+            "expected_artifacts": [
+              "all_cds.3560.csv",
+              "all_features.3560.csv",
+              "all_groups.3560.csv",
+              "gfe_sequences.3560.csv"
+            ],
+            "is_valid_build": true
+          }
+        },
+        "state": {
+          "created_utc": "2024-09-15T05:05:57.960Z",
+          "updated_utc": "2024-09-15T05:05:57.806Z",
+          "repository": {
+            "owner": "ANHIG",
+            "name": "IMGTHLA",
+            "url": "https://github.com/ANHIG/IMGTHLA"
+          },
+          "commit": {
+            "sha": "10fd73e97ca3ba28e84b58f6aae586440ec8bc6f",
+            "date_utc": "2024-06-14T08:52:52.000Z",
+            "message": "Update README.md",
+            "html_url": "https://github.com/ANHIG/IMGTHLA/commit/10fd73e97ca3ba28e84b58f6aae586440ec8bc6f"
+          },
+          "execution": {
+            "id": "3560_10fd73e97ca3ba28e84b58f6aae586440ec8bc6f_20240915_050557",
+            "invocation_id": "0f122c24-b4e1-4f3e-82a4-6a5fb0a595d3",
+            "version": 3560,
+            "status": "LOAD_IN_PROGRESS",
+            "input_parameters": {
+              "align": false,
+              "kir": false,
+              "mem_profile": false,
+              "limit": -1,
+              "use_existing_build": false,
+              "skip_load": false
+            }
+          }
+        }
+      }
+    }
+  }
\ No newline at end of file
diff --git a/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json b/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
index 8d91dd23..ac312801 100644
--- a/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
+++ b/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
@@ -40,9 +40,9 @@
                     "Next": "Load Stage"
                 }
             ],
-            "Default": "Sleep 30"
+            "Default": "Wait for Message"
         },
-        "Sleep 30": {
+        "Wait for Message": {
             "Type": "Wait",
             "Seconds": 30,
             "Next": "Check Alarm State"
@@ -58,15 +58,67 @@
                         "Execute Load Query": {
                             "Type": "Task",
                             "Resource": "${InvokeLoadScriptFunctionArn}",
-                            "ResultPath": null,
+                            "ResultPath": "$",
+                            "Next": "Get Load Command Status"
+                        },
+                        "Get Load Command Status": {
+                            "Type": "Task",
+                            "Resource": "arn:aws:states:::aws-sdk:ssm:getCommandInvocation",
+                            "Parameters": {
+                                "CommandId.$": "$.CommandId",
+                                "InstanceId.$": "$.InstanceId"
+                            },
+                            "ResultPath": "$",
+                            "Next": "Evaluate Load Command Status"
+                        },
+                        "Evaluate Load Command Status": {
+                            "Type": "Choice",
+                            "Choices": [
+                                {
+                                    "Or": [
+                                        {
+                                            "Variable": "$.Status",
+                                            "StringEquals": "Failed"
+                                        },
+                                        {
+                                            "Variable": "$.Status",
+                                            "StringEquals": "Cancelled"
+                                        },
+                                        {
+                                            "Variable": "$.Status",
+                                            "StringEquals": "TimedOut"
+                                        }
+                                    ],
+                                    "Next": "Handle Load Command Failure"
+                                },
+                                {
+                                    "Variable": "$.Status",
+                                    "StringEquals": "Success",
+                                    "Next": "Load Success"
+                                }
+                            ],
+                            "Default": "Wait for Status"
+                        },
+                        "Handle Load Command Failure": {
+                            "Type": "Fail",
+                            "Error": "LoadCommandFailed",
+                            "Cause": "Load command execution failed"
+                        },
+                        "Wait for Status": {
+                            "Type": "Wait",
+                            "Seconds": 30,
+                            "Next": "Get Load Command Status"
+                        },
+                        "Load Success": {
+                            "Type": "Pass",
                             "End": true
                         }
                     }
                 },
                 {
-                    "StartAt": "Wait For Load 🕗",
+                    "StartAt": "Load Task",
                     "States": {
-                        "Wait For Load 🕗": {
+                        "Load Task": {
                             "Type": "Task",
                             "Resource": "${LoadReleaseActivityArn}",
                             "InputPath": "$.sqs.Body",
@@ -78,11 +130,11 @@
                                     "ErrorEquals": [
                                         "States.ALL"
                                     ],
-                                    "Next": "Handle Failure"
+                                    "Next": "Handle Load Task Failure"
                                 }
                             ]
                         },
-                        "Handle Failure": {
+                        "Handle Load Task Failure": {
                             "Type": "Pass",
                             "ResultPath": null,
                             "End": true
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index fc9dd83b..3a79b9ad 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -1016,6 +1016,13 @@ Resources:
                 - cloudwatch:DescribeAlarms
               Resource:
                 - !GetAtt UpdatePipelineStateMachineExecutionAlarm.Arn
+        - Version: "2012-10-17"
+          Statement:
+            - Effect: Allow
+              Action:
+                - ssm:GetCommandInvocation
+              Resource:
+                - !Sub 'arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:*'
       Logging:
         Destinations:
           - CloudWatchLogsLogGroup:
@@ -1234,7 +1241,7 @@ Resources:
               Dimensions:
                 - Name: StateMachineArn
                   Value: !GetAtt UpdatePipelineStateMachine.Arn
-            Period: 86400
+            Period: 300
             Stat: Sum
             Unit: Count
           ReturnData: false
@@ -1246,7 +1253,7 @@ Resources:
               Dimensions:
                 - Name: StateMachineArn
                   Value: !GetAtt UpdatePipelineStateMachine.Arn
-            Period: 86400
+            Period: 300
             Stat: Sum
             Unit: Count
           ReturnData: false
@@ -1258,7 +1265,7 @@ Resources:
               Dimensions:
                 - Name: StateMachineArn
                   Value: !GetAtt UpdatePipelineStateMachine.Arn
-            Period: 86400
+            Period: 300
             Stat: Sum
             Unit: Count
           ReturnData: false
@@ -1270,7 +1277,7 @@ Resources:
               Dimensions:
                 - Name: StateMachineArn
                   Value: !GetAtt UpdatePipelineStateMachine.Arn
-            Period: 86400
+            Period: 300
             Stat: Sum
             Unit: Count
           ReturnData: false

From c96f2d42b55ad4a0c15d01963c3cbdc4b063d4d0 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Mon, 16 Sep 2024 17:16:38 -0700
Subject: [PATCH 351/367] include sqs payload

---
 .../functions/invoke_load_script/app.py       | 15 +++++----------
 .../load-concurrency-manager.asl.json         | 19 ++++++++++++-------
 2 files changed, 17 insertions(+), 17 deletions(-)

diff --git a/gfe-db/pipeline/functions/invoke_load_script/app.py b/gfe-db/pipeline/functions/invoke_load_script/app.py
index 80fd4868..0a328cfa 100644
--- a/gfe-db/pipeline/functions/invoke_load_script/app.py
+++ b/gfe-db/pipeline/functions/invoke_load_script/app.py
@@ -81,16 +81,11 @@ def lambda_handler(event, context):
     
             return {
                 "message": message,
-                "data": {
-                    "command_id": response["Command"]["CommandId"],
-                    "instance_id": neo4j_database_instance_id,
-                    "document_name": neo4j_load_query_document_name,
-                    "document_parameters": neo4j_load_query_document_parameters,
-                    "command_line": cmd,
-                    "source_info": source_info_default,
-                },
-                "CommandId": response["Command"]["CommandId"],
-                "InstanceId": neo4j_database_instance_id,
+                "sqs": event["sqs"],
+                "ssm": {
+                    "CommandId": response["Command"]["CommandId"],
+                    "InstanceId": neo4j_database_instance_id,
+                }
             }
         
     except Exception as err:
diff --git a/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json b/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
index ac312801..3a3bc038 100644
--- a/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
+++ b/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
@@ -65,11 +65,16 @@
                             "Type": "Task",
                             "Resource": "arn:aws:states:::aws-sdk:ssm:getCommandInvocation",
                             "Parameters": {
+                                "CommandId.$": "$.ssm.CommandId",
+                                "InstanceId.$": "$.ssm.InstanceId"
+                            },
+                            "Next": "Evaluate Load Command Status",
+                            "ResultSelector": {
                                 "CommandId.$": "$.CommandId",
-                                "InstanceId.$": "$.InstanceId"
+                                "InstanceId.$": "$.InstanceId",
+                                "Status.$": "$.Status"
                             },
-                            "ResultPath": "$",
-                            "Next": "Evaluate Load Command Status"
+                            "ResultPath": "$.ssm"
                         },
                         "Evaluate Load Command Status": {
                             "Type": "Choice",
@@ -77,22 +82,22 @@
                                 {
                                     "Or": [
                                         {
-                                            "Variable": "$.Status",
+                                            "Variable": "$.ssm.Status",
                                             "StringEquals": "Failed"
                                         },
                                         {
-                                            "Variable": "$.Status",
+                                            "Variable": "$.ssm.Status",
                                             "StringEquals": "Cancelled"
                                         },
                                         {
-                                            "Variable": "$.Status",
+                                            "Variable": "$.ssm.Status",
                                             "StringEquals": "TimedOut"
                                         }
                                     ],
                                     "Next": "Handle Load Command Failure"
                                 },
                                 {
-                                    "Variable": "$.Status",
+                                    "Variable": "$.ssm.Status",
                                     "StringEquals": "Success",
                                     "Next": "Load Success"
                                 }

From b6ff4c3656d370bcbf5f96adf5400982bbfc102e Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Mon, 16 Sep 2024 19:16:42 -0700
Subject: [PATCH 352/367] stop execution if run command fails

---
 .../statemachines/load-concurrency-manager.asl.json | 13 ++++++++-----
 .../pipeline/statemachines/update-pipeline.asl.json | 11 ++++++++++-
 gfe-db/pipeline/template.yaml                       |  7 +++++++
 3 files changed, 25 insertions(+), 6 deletions(-)

diff --git a/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json b/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
index 3a3bc038..5bb1545d 100644
--- a/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
+++ b/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
@@ -94,7 +94,7 @@
                                             "StringEquals": "TimedOut"
                                         }
                                     ],
-                                    "Next": "Handle Load Command Failure"
+                                    "Next": "Stop Execution"
                                 },
                                 {
                                     "Variable": "$.ssm.Status",
@@ -104,10 +104,13 @@
                             ],
                             "Default": "Wait for Status"
                         },
-                        "Handle Load Command Failure": {
-                            "Type": "Fail",
-                            "Error": "LoadCommandFailed",
-                            "Cause": "Load command execution failed"
+                        "Stop Execution": {
+                            "Type": "Task",
+                            "Resource": "arn:aws:states:::aws-sdk:sfn:stopExecution",
+                            "Parameters": {
+                                "ExecutionArn.$": "$.sqs.Body.execution_arn"
+                            },
+                            "End": true
                         },
                         "Wait for Status": {
                             "Type": "Wait",
diff --git a/gfe-db/pipeline/statemachines/update-pipeline.asl.json b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
index 92391bd4..28a221b0 100644
--- a/gfe-db/pipeline/statemachines/update-pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
@@ -352,8 +352,17 @@
                     }
                 },
                 {
-                    "StartAt": "Queue Load",
+                    "StartAt": "Append Execution Id",
                     "States": {
+                        "Append Execution Id": {
+                            "Type": "Pass",
+                            "Parameters": {
+                                "input.$": "$.input",
+                                "execution_arn.$": "$$.Execution.Id"
+                            },
+                            "ResultPath": "$",
+                            "Next": "Queue Load"
+                        },
                         "Queue Load": {
                             "Type": "Task",
                             "Resource": "arn:aws:states:::aws-sdk:sqs:sendMessage",
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index 3a79b9ad..d23b0eb5 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -1023,6 +1023,13 @@ Resources:
                 - ssm:GetCommandInvocation
               Resource:
                 - !Sub 'arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:*'
+        - Version: "2012-10-17"
+          Statement:
+            - Effect: Allow
+              Action:
+                - states:StopExecution
+              Resource:
+                - !Sub 'arn:aws:states:${AWS::Region}:${AWS::AccountId}:execution:${UpdatePipelineStateMachine.Name}:*'
       Logging:
         Destinations:
           - CloudWatchLogsLogGroup:

From c224f9b449fb73fc5ffd5e3e8216ad7843857ad4 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Wed, 18 Sep 2024 15:49:54 -0700
Subject: [PATCH 353/367] fix path

---
 gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json | 1 +
 1 file changed, 1 insertion(+)

diff --git a/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json b/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
index 5bb1545d..6dbac28f 100644
--- a/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
+++ b/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
@@ -110,6 +110,7 @@
                             "Parameters": {
                                 "ExecutionArn.$": "$.sqs.Body.execution_arn"
                             },
+                            "ResultPath": "$.ssm",
                             "End": true
                         },
                         "Wait for Status": {

From ebc7f68b2c5bfd39b986e943f7b5ea075046a118 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Wed, 18 Sep 2024 15:52:01 -0700
Subject: [PATCH 354/367] fix environment variables

---
 gfe-db/database/scripts/load_db.sh    | 6 +++---
 gfe-db/database/scripts/start_task.sh | 8 +++++---
 2 files changed, 8 insertions(+), 6 deletions(-)

diff --git a/gfe-db/database/scripts/load_db.sh b/gfe-db/database/scripts/load_db.sh
index 3ed759d1..e507cde1 100644
--- a/gfe-db/database/scripts/load_db.sh
+++ b/gfe-db/database/scripts/load_db.sh
@@ -8,17 +8,17 @@ if [ -z $EC2_USER_HOME ]; then
     exit 1
 fi
 if [ -z $APP_NAME ]; then
-    echo "ERROR:  APP_NAME not set"
+    echo "ERROR: APP_NAME not set"
     exit 1
 fi
 
 if [ -z $STAGE ]; then
-    echo "ERROR:  STAGE not set"
+    echo "ERROR: STAGE not set"
     exit 1
 fi
 
 if [ -z $SERVICE_NAME ]; then
-    echo "ERROR:  SERVICE_NAME not set"
+    echo "ERROR: SERVICE_NAME not set"
     exit 1
 fi
 
diff --git a/gfe-db/database/scripts/start_task.sh b/gfe-db/database/scripts/start_task.sh
index c4630e13..b4ceb3d0 100644
--- a/gfe-db/database/scripts/start_task.sh
+++ b/gfe-db/database/scripts/start_task.sh
@@ -3,9 +3,11 @@
 # Exit immediately if a command exits with a non-zero status
 set -e
 
-# get APP_NAME and STAGE from arguments
-APP_NAME=$1
-STAGE=$2
+# source /home/ec2-user/env.sh
+
+# # get APP_NAME and STAGE from arguments
+# APP_NAME=$1
+# STAGE=$2
 ERR_MSG=null
 
 if [[ -z $APP_NAME ]]; then

From ce35e29b2be2e018b284289d6812e7fdd1876558 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Wed, 18 Sep 2024 17:25:18 -0700
Subject: [PATCH 355/367] remove unecessary activity state and logic

---
 gfe-db/database/scripts/send_heartbeat.sh     |  23 ---
 gfe-db/database/scripts/start_task.sh         | 118 ++-----------
 .../functions/invoke_load_script/app.py       |  15 +-
 .../load-concurrency-manager.asl.json         | 163 +++++++-----------
 gfe-db/pipeline/template.yaml                 |  38 ++--
 5 files changed, 105 insertions(+), 252 deletions(-)
 delete mode 100644 gfe-db/database/scripts/send_heartbeat.sh

diff --git a/gfe-db/database/scripts/send_heartbeat.sh b/gfe-db/database/scripts/send_heartbeat.sh
deleted file mode 100644
index 78a354c7..00000000
--- a/gfe-db/database/scripts/send_heartbeat.sh
+++ /dev/null
@@ -1,23 +0,0 @@
-#!/bin/bash -x
-
-# This script sends heartbeats back to the StepFunctions API during the task execution.
-
-set -e
-
-while true
-do
-    echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Sending task heartbeat"
-    res=$(aws stepfunctions send-task-heartbeat \
-        --task-token "$TASK_TOKEN" \
-        --region $AWS_REGION)
-
-    # TODO exit if StepFunctions returns activity timeout
-    echo $res | jq -r
-
-    # Send TaskSuccess token to StepFunctions
-    if [[ $? != "0" ]]; then
-        exit 1
-    fi
-
-    sleep $HEARTBEAT_INTERVAL
-done
diff --git a/gfe-db/database/scripts/start_task.sh b/gfe-db/database/scripts/start_task.sh
index b4ceb3d0..c4338823 100644
--- a/gfe-db/database/scripts/start_task.sh
+++ b/gfe-db/database/scripts/start_task.sh
@@ -3,11 +3,6 @@
 # Exit immediately if a command exits with a non-zero status
 set -e
 
-# source /home/ec2-user/env.sh
-
-# # get APP_NAME and STAGE from arguments
-# APP_NAME=$1
-# STAGE=$2
 ERR_MSG=null
 
 if [[ -z $APP_NAME ]]; then
@@ -27,103 +22,26 @@ if [[ -z $AWS_REGION ]]; then
     export AWS_REGION=$(curl --silent http://169.254.169.254/latest/dynamic/instance-identity/document | jq -r '.region')
 fi
 
-ACTIVITY_ARN=$(aws ssm get-parameter \
-    --name "/${APP_NAME}/${STAGE}/${AWS_REGION}/LoadReleaseActivityArn" \
-    --query "Parameter.Value" \
-    --output text \
-    --region "$AWS_REGION")
-
-if [[ -z $ACTIVITY_ARN ]]; then
-    ERR_MSG="ACTIVITY_ARN environment variable not set"
-    echo $ERR_MSG >&2
+# Check for load event argument from command line
+if [[ -z $1 ]]; then
+    ERR_MSG="No load event provided"
+    echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - $ERR_MSG" >&2
     exit 1
 fi
 
-# Send task failure if script errors
-send_result () {
-    if [[ $status = "SUCCESS" ]]; then
-        echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Sending task success"
-        aws stepfunctions send-task-success \
-            --task-token "$TASK_TOKEN" \
-            --task-output "{\"status\":\"$status\"}" \
-            --region "$AWS_REGION"
-    else
-        echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Sending task failure"
-        aws stepfunctions send-task-failure \
-            --task-token "$TASK_TOKEN" \
-            --cause "$cause" \
-            --error "$error" \
-            --region "$AWS_REGION"
-    fi
-}
-
-# This will send task failure if any error is encountered, but sometimes errors can occur that do not affect that actual loading process
-trap 'cause="Error on line $LINENO: $ERR_MSG" && error=$? && send_result && kill 0' ERR
-
-# start_time=$(date +%s)
-# timeout=120
-while true; do
-
-    # Poll StepFunctions API for new activities
-    echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Polling for new activities..."
-    export ACTIVITY=$(aws stepfunctions get-activity-task \
-        --activity-arn "$ACTIVITY_ARN" \
-        --worker-name "$APP_NAME" \
-        --region "$AWS_REGION" \
-        --cli-connect-timeout 65)
-
-    if [[ -z $ACTIVITY ]]; then
-        echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - No activities found"
-        break
-
-    else
-        echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Activity found"
-        echo "$ACTIVITY"
-
-        # Check for task token
-        export TASK_TOKEN=$(echo "$ACTIVITY" | jq -r '.taskToken')
-        if [[ -z $TASK_TOKEN ]]; then
-            ERR_MSG="TASK_TOKEN not found"
-            echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - $ERR_MSG" >&2
-            exit 1
-        else
-            echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Found task token"
-        fi
-
-        # Check for release argument
-        release=$(echo "$ACTIVITY" | jq -r '.input' | jq -r '.input.version')
-        if [[ -z $release || "$release" == "null" || ! $release =~ ^[0-9]{1,4}$ ]]; then
-            ERR_MSG="Release version not found, is 'null', or is not a 1-4 digit integer"
-            echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - $ERR_MSG" >&2
-            exit 1
-        else
-            echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Starting load process for $release"
-        fi
-
-        export HEARTBEAT_INTERVAL=30
-        echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Begin task heartbeat"
-        bash send_heartbeat.sh &
-        send_heartbeat_pid=$!
-
-        # Run task - invoke load script 
-        # TODO get s3 path from step functions payload
-        bash load_db.sh $release
-        TASK_EXIT_STATUS=$?
-        
-        # Send TaskSuccess token to StepFunctions
-        if [[ $TASK_EXIT_STATUS != "0" ]]; then
-            status="FAILED"
-            error="Non-zero exit code: $TASK_EXIT_STATUS"
-            cause="Error on line $LINENO"
-            send_result
-            kill 0
+load_event=$1
+release=$(echo "$load_event" | jq -r '.input.version')
+if [[ -z $release || "$release" == "null" || ! $release =~ ^[0-9]{1,4}$ ]]; then
+    ERR_MSG="Release version not found, is 'null', or is not a 1-4 digit integer"
+    echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - $ERR_MSG" >&2
+    exit 1
+else
+    echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Starting load process for $release"
+fi
 
-        else
-            status="SUCCESS"
-            send_result
-            kill $send_heartbeat_pid
-        fi
-    fi
-done
+# Run task - invoke load script 
+bash load_db.sh $release
+TASK_EXIT_STATUS=$?
 
-exit 0
\ No newline at end of file
+# Exit with the status of the load_db.sh script
+exit $TASK_EXIT_STATUS
\ No newline at end of file
diff --git a/gfe-db/pipeline/functions/invoke_load_script/app.py b/gfe-db/pipeline/functions/invoke_load_script/app.py
index 0a328cfa..a4b0f84e 100644
--- a/gfe-db/pipeline/functions/invoke_load_script/app.py
+++ b/gfe-db/pipeline/functions/invoke_load_script/app.py
@@ -19,7 +19,6 @@
 
 neo4j_load_query_document_name = pipeline.params.Neo4jLoadQueryDocumentName
 neo4j_database_instance_id = database.params.Neo4jDatabaseInstanceId
-load_release_activity_arn = pipeline.params.LoadReleaseActivityArn
 
 # Get SSM Document Neo4jLoadQuery
 ssm = session.clients["ssm"]
@@ -28,7 +27,6 @@
 
 # Extract document parameters
 neo4j_load_query_document_parameters = neo4j_load_query_document_content["parameters"]
-command_line_default = neo4j_load_query_document_parameters["commandLine"]["default"]
 source_info_default = neo4j_load_query_document_parameters["sourceInfo"]["default"]
 
 
@@ -41,7 +39,7 @@ def lambda_handler(event, context):
         --document-name "dev-gfe-db-database-Neo4jLoadQueryDocument-UgYcOg48yiQB" \
         --document-version "1" \
         --targets '[{"Key":"InstanceIds","Values":["i-0f8ec07e314226283"]}]' \
-        --parameters '{"executionTimeout":["3600"],"sourceInfo":["{\"path\":\"https://<data bucket name>.s3.amazonaws.com/config/database/scripts/load_db.sh\"}"],"sourceType":["S3"],"workingDirectory":["/home/ec2-user"],"commandLine":["bash load_db.sh"]}' \
+        --parameters '{"executionTimeout":["3600"],"sourceInfo":["{\"path\":\"https://<data bucket name>.s3.amazonaws.com/config/database/scripts/load_db.sh\"}"],"sourceType":["S3"],"workingDirectory":["/home/ec2-user"],"LoadEvent":["{\"key\":\"value\"}"]}' \
         --timeout-seconds 600 \
         --max-concurrency "50" \
         --max-errors "0" \
@@ -55,8 +53,6 @@ def lambda_handler(event, context):
     # TODO BOOKMARK 5/31/23: Check if Neo4jLoadQueryDocument is already running, if it is exit 0 (makes service idempotent)
     # Note: Neo4jLoadQueryDocument only needs to be triggered once and it will fetch the next release until there are no more left
 
-    cmd = command_line_default
-
     try:
         response = ssm.send_command(
             InstanceIds=[
@@ -64,8 +60,11 @@ def lambda_handler(event, context):
             ],
             DocumentName=neo4j_load_query_document_name,
             Parameters={
-                "commandLine": [cmd],
+                "sourceType": ["S3"],
                 "sourceInfo": [json.dumps(source_info_default)],
+                "workingDirectory": ["/home/ec2-user"],
+                "executionTimeout": ["28800"],
+                "LoadEvent": [json.dumps(event)],
             },
             MaxConcurrency="1",
             CloudWatchOutputConfig={"CloudWatchOutputEnabled": True},
@@ -73,10 +72,10 @@ def lambda_handler(event, context):
 
         if response["ResponseMetadata"]["HTTPStatusCode"] != 200:
             logger.error(json.dumps(response, cls=DatetimeEncoder))
-            message = f"Failed to send command `{cmd}` to instance {neo4j_database_instance_id}"
+            message = f"Failed to send command to instance {neo4j_database_instance_id}"
             raise Exception("Failed to send command")
         else:
-            message = f"Command `{cmd}` invoked on instance {neo4j_database_instance_id}"
+            message = f"Command invoked on instance {neo4j_database_instance_id}"
             logger.info(message)
     
             return {
diff --git a/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json b/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
index 6dbac28f..c6cc11b5 100644
--- a/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
+++ b/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
@@ -37,7 +37,7 @@
                 {
                     "Variable": "$.sqs.MessageId",
                     "IsPresent": true,
-                    "Next": "Load Stage"
+                    "Next": "Execute Load Query"
                 }
             ],
             "Default": "Wait for Message"
@@ -47,123 +47,80 @@
             "Seconds": 30,
             "Next": "Check Alarm State"
         },
-        "Load Stage": {
-            "Type": "Parallel",
-            "OutputPath": "$",
-            "Next": "Evaluate Load Status",
-            "Branches": [
+        "Execute Load Query": {
+            "Type": "Task",
+            "Resource": "${InvokeLoadScriptFunctionArn}",
+            "ResultPath": "$",
+            "Next": "Get Load Command Status"
+        },
+        "Get Load Command Status": {
+            "Type": "Task",
+            "Resource": "arn:aws:states:::aws-sdk:ssm:getCommandInvocation",
+            "Parameters": {
+                "CommandId.$": "$.ssm.CommandId",
+                "InstanceId.$": "$.ssm.InstanceId"
+            },
+            "Next": "Evaluate Load Command Status",
+            "ResultSelector": {
+                "CommandId.$": "$.CommandId",
+                "InstanceId.$": "$.InstanceId",
+                "Status.$": "$.Status"
+            },
+            "ResultPath": "$.ssm"
+        },
+        "Evaluate Load Command Status": {
+            "Type": "Choice",
+            "Choices": [
                 {
-                    "StartAt": "Execute Load Query",
-                    "States": {
-                        "Execute Load Query": {
-                            "Type": "Task",
-                            "Resource": "${InvokeLoadScriptFunctionArn}",
-                            "ResultPath": "$",
-                            "Next": "Get Load Command Status"
-                        },
-                        "Get Load Command Status": {
-                            "Type": "Task",
-                            "Resource": "arn:aws:states:::aws-sdk:ssm:getCommandInvocation",
-                            "Parameters": {
-                                "CommandId.$": "$.ssm.CommandId",
-                                "InstanceId.$": "$.ssm.InstanceId"
-                            },
-                            "Next": "Evaluate Load Command Status",
-                            "ResultSelector": {
-                                "CommandId.$": "$.CommandId",
-                                "InstanceId.$": "$.InstanceId",
-                                "Status.$": "$.Status"
-                            },
-                            "ResultPath": "$.ssm"
+                    "Or": [
+                        {
+                            "Variable": "$.ssm.Status",
+                            "StringEquals": "Failed"
                         },
-                        "Evaluate Load Command Status": {
-                            "Type": "Choice",
-                            "Choices": [
-                                {
-                                    "Or": [
-                                        {
-                                            "Variable": "$.ssm.Status",
-                                            "StringEquals": "Failed"
-                                        },
-                                        {
-                                            "Variable": "$.ssm.Status",
-                                            "StringEquals": "Cancelled"
-                                        },
-                                        {
-                                            "Variable": "$.ssm.Status",
-                                            "StringEquals": "TimedOut"
-                                        }
-                                    ],
-                                    "Next": "Stop Execution"
-                                },
-                                {
-                                    "Variable": "$.ssm.Status",
-                                    "StringEquals": "Success",
-                                    "Next": "Load Success"
-                                }
-                            ],
-                            "Default": "Wait for Status"
+                        {
+                            "Variable": "$.ssm.Status",
+                            "StringEquals": "Cancelled"
                         },
-                        "Stop Execution": {
-                            "Type": "Task",
-                            "Resource": "arn:aws:states:::aws-sdk:sfn:stopExecution",
-                            "Parameters": {
-                                "ExecutionArn.$": "$.sqs.Body.execution_arn"
-                            },
-                            "ResultPath": "$.ssm",
-                            "End": true
-                        },
-                        "Wait for Status": {
-                            "Type": "Wait",
-                            "Seconds": 30,
-                            "Next": "Get Load Command Status"
-                        },
-                        "Load Success": {
-                            "Type": "Pass",
-                            "End": true
+                        {
+                            "Variable": "$.ssm.Status",
+                            "StringEquals": "TimedOut"
                         }
-                    }
+                    ],
+                    "Next": "Stop Execution"
                 },
                 {
-                    "StartAt": "Load Task",
-                    "States": {
-                        "Load Task": {
-                            "Type": "Task",
-                            "Resource": "${LoadReleaseActivityArn}",
-                            "InputPath": "$.sqs.Body",
-                            "HeartbeatSeconds": 60,
-                            "ResultPath": null,
-                            "End": true,
-                            "Catch": [
-                                {
-                                    "ErrorEquals": [
-                                        "States.ALL"
-                                    ],
-                                    "Next": "Handle Load Task Failure"
-                                }
-                            ]
-                        },
-                        "Handle Load Task Failure": {
-                            "Type": "Pass",
-                            "ResultPath": null,
-                            "End": true
-                        }
-                    }
+                    "Variable": "$.ssm.Status",
+                    "StringEquals": "Success",
+                    "Next": "Evaluate Load Result"
                 }
-            ]
+            ],
+            "Default": "Check Status"
+        },
+        "Stop Execution": {
+            "Type": "Task",
+            "Resource": "arn:aws:states:::aws-sdk:sfn:stopExecution",
+            "Parameters": {
+                "ExecutionArn.$": "$.sqs.Body.execution_arn"
+            },
+            "End": true
+        },
+        "Check Status": {
+            "Type": "Wait",
+            "Seconds": 30,
+            "Next": "Get Load Command Status"
         },
-        "Evaluate Load Status": {
+        "Evaluate Load Result": {
             "Type": "Choice",
             "Choices": [
                 {
                     "Variable": "$[1].Error",
                     "IsPresent": true,
-                    "Next": "Return Message"
+                    "Next": "Return Message to Load Queue"
                 }
             ],
-            "Default": "Delete Message"
+            "Default": "Delete Message from Load Queue"
         },
-        "Return Message": {
+        "Return Message to Load Queue": {
             "Type": "Task",
             "InputPath": "$[0]",
             "Resource": "arn:aws:states:::aws-sdk:sqs:changeMessageVisibility",
@@ -213,7 +170,7 @@
                 }
             }
         },
-        "Delete Message": {
+        "Delete Message from Load Queue": {
             "Type": "Task",
             "InputPath": "$[0]",
             "Resource": "arn:aws:states:::aws-sdk:sqs:deleteMessage",
diff --git a/gfe-db/pipeline/template.yaml b/gfe-db/pipeline/template.yaml
index d23b0eb5..c148a514 100644
--- a/gfe-db/pipeline/template.yaml
+++ b/gfe-db/pipeline/template.yaml
@@ -980,7 +980,7 @@ Resources:
         InvokeBackupScriptFunctionArn: !GetAtt InvokeBackupScriptFunction.Arn
         LcmReceiveMessageFunctionArn: !GetAtt LcmReceiveMessageFunction.Arn
         UpdatePipelineStateMachineExecutionAlarmName: !Ref UpdatePipelineStateMachineExecutionAlarm
-        LoadReleaseActivityArn: !Ref LoadReleaseActivity
+        # LoadReleaseActivityArn: !Ref LoadReleaseActivity
         InvokeLoadScriptFunctionArn: !GetAtt InvokeLoadScriptFunction.Arn
         GfeDbExecutionStateTable: !Ref GfeDbExecutionStateTable
         GfeDbLoadQueueUrl: !GetAtt GfeDbLoadQueue.QueueUrl
@@ -1144,17 +1144,20 @@ Resources:
   #           Condition:
   #             ArnEquals:
   #               aws:SourceArn: !Ref GfeDbExecutionResultTopic
-  LoadReleaseActivity:
-    Type: AWS::StepFunctions::Activity
-    Properties:
-      Name: !Sub ${AppName}-${Stage}-LoadReleaseActivity
-  LoadReleaseActivityArnParameter:
-    Type: AWS::SSM::Parameter
-    Properties:
-      Type: String
-      Name: !Sub /${AppName}/${Stage}/${AWS::Region}/LoadReleaseActivityArn
-      Description: ARN of gfe-db load release activity
-      Value: !GetAtt LoadReleaseActivity.Arn
+
+  # TODO remove
+  # LoadReleaseActivity:
+  #   Type: AWS::StepFunctions::Activity
+  #   Properties:
+  #     Name: !Sub ${AppName}-${Stage}-LoadReleaseActivity
+  # LoadReleaseActivityArnParameter:
+  #   Type: AWS::SSM::Parameter
+  #   Properties:
+  #     Type: String
+  #     Name: !Sub /${AppName}/${Stage}/${AWS::Region}/LoadReleaseActivityArn
+  #     Description: ARN of gfe-db load release activity
+  #     Value: !GetAtt LoadReleaseActivity.Arn
+
   UpdatePipelineLogGroup:
     Type: AWS::Logs::LogGroup
     UpdateReplacePolicy: Delete
@@ -1441,10 +1444,6 @@ Resources:
             description: !Sub Downloads all files under the ${AppName} scripts prefix
             default:
               path: !Sub https://{{resolve:ssm:/${AppName}/${Stage}/${AWS::Region}/DataBucketName}}.s3.amazonaws.com/${ConfigS3Path}/database/scripts/
-          commandLine:
-            type: "String"
-            description: "These commands are invoked by a Lambda script which sets the correct parameters (Refer to documentation)."
-            default: 'make neo4j.start && bash start_task.sh'
           workingDirectory:
             type: "String"
             description: "Working directory"
@@ -1453,6 +1452,9 @@ Resources:
             type: String
             description: (Optional) The time in seconds for a command to complete before it is considered to have failed. Default is 3600 (1 hour). Maximum is 28800 (8 hours).
             default: "28800"
+          LoadEvent:
+            type: String
+            description: "JSON string containing load event details"
         mainSteps:
           - action: aws:downloadContent
             name: downloadContent
@@ -1467,7 +1469,8 @@ Resources:
                 - ""
                 - directory=$(pwd)
                 - export PATH=$PATH:$directory
-                - " {{ commandLine }} "
+                - 'echo ''{{ LoadEvent }}'' > load_event.json'
+                - 'make neo4j.start && bash start_task.sh "$(cat load_event.json)"'
                 - ""
               workingDirectory: "{{ workingDirectory }}"
               timeoutSeconds: "{{ executionTimeout }}"
@@ -1495,7 +1498,6 @@ Resources:
               "/${AppName}/${Stage}/${AWS::Region}/BuildServiceRepositoryName",
               "/${AppName}/${Stage}/${AWS::Region}/GfeDbProcessingQueueUrl",
               "/${AppName}/${Stage}/${AWS::Region}/GfeDbLoadQueueUrl",
-              "/${AppName}/${Stage}/${AWS::Region}/LoadReleaseActivityArn",
               "/${AppName}/${Stage}/${AWS::Region}/UpdatePipelineStateMachineArn",
               "/${AppName}/${Stage}/${AWS::Region}/LoadConcurrencyManagerStateMachineArn",
               "/${AppName}/${Stage}/${AWS::Region}/Neo4jLoadQueryDocumentName",

From 3c7c225cbabba6731cc8fff67c91461a7693a098 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Thu, 19 Sep 2024 10:49:27 -0700
Subject: [PATCH 356/367] return message after stopping execution

---
 .../load-concurrency-manager.asl.json         | 50 ++++++++-----------
 1 file changed, 20 insertions(+), 30 deletions(-)

diff --git a/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json b/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
index c6cc11b5..a65a15c9 100644
--- a/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
+++ b/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
@@ -91,38 +91,28 @@
                 {
                     "Variable": "$.ssm.Status",
                     "StringEquals": "Success",
-                    "Next": "Evaluate Load Result"
+                    "Next": "Delete Message from Load Queue"
                 }
             ],
             "Default": "Check Status"
         },
+        "Check Status": {
+            "Type": "Wait",
+            "Seconds": 30,
+            "Next": "Get Load Command Status"
+        },
         "Stop Execution": {
             "Type": "Task",
             "Resource": "arn:aws:states:::aws-sdk:sfn:stopExecution",
             "Parameters": {
                 "ExecutionArn.$": "$.sqs.Body.execution_arn"
             },
-            "End": true
-        },
-        "Check Status": {
-            "Type": "Wait",
-            "Seconds": 30,
-            "Next": "Get Load Command Status"
-        },
-        "Evaluate Load Result": {
-            "Type": "Choice",
-            "Choices": [
-                {
-                    "Variable": "$[1].Error",
-                    "IsPresent": true,
-                    "Next": "Return Message to Load Queue"
-                }
-            ],
-            "Default": "Delete Message from Load Queue"
+            "ResultPath": null,
+            "Next": "Return Message to Load Queue"
         },
         "Return Message to Load Queue": {
             "Type": "Task",
-            "InputPath": "$[0]",
+            "InputPath": "$",
             "Resource": "arn:aws:states:::aws-sdk:sqs:changeMessageVisibility",
             "Parameters": {
                 "QueueUrl": "${GfeDbLoadQueueUrl}",
@@ -135,7 +125,7 @@
         "Update Status → LOAD_FAILED": {
             "Type": "Pass",
             "Result": "LOAD_FAILED",
-            "ResultPath": "$[0].sqs.Body.state.execution.status",
+            "ResultPath": "$.sqs.Body.state.execution.status",
             "Next": "Sync State → LOAD_FAILED"
         },
         "Sync State → LOAD_FAILED": {
@@ -147,32 +137,32 @@
                 "TableName": "${GfeDbExecutionStateTable}",
                 "Key": {
                     "commit__sha": {
-                        "S.$": "$[0].sqs.Body.state.commit.sha"
+                        "S.$": "$.sqs.Body.input.commit_sha"
                     },
                     "execution__version": {
-                        "N.$": "States.Format('{}', $[0].sqs.Body.state.execution.version)"
+                        "N.$": "States.Format('{}', $.sqs.Body.input.version)"
                     }
                 },
                 "UpdateExpression": "SET execution__status = :status, updated_utc = :updated_utc, error__message = :error, error__cause = :cause",
                 "ExpressionAttributeValues": {
                     ":status": {
-                        "S.$": "$[0].sqs.Body.state.execution.status"
+                        "S.$": "$.sqs.Body.state.execution.status"
                     },
                     ":updated_utc": {
                         "S.$": "$$.State.EnteredTime"
                     },
                     ":error": {
-                        "S.$": "$[1].Error"
+                        "S": "$[1].Error"
                     },
                     ":cause": {
-                        "S.$": "$[1].Cause"
+                        "S": "$[1].Cause"
                     }
                 }
             }
         },
         "Delete Message from Load Queue": {
             "Type": "Task",
-            "InputPath": "$[0]",
+            "InputPath": "$",
             "Resource": "arn:aws:states:::aws-sdk:sqs:deleteMessage",
             "Parameters": {
                 "QueueUrl": "${GfeDbLoadQueueUrl}",
@@ -184,23 +174,23 @@
         "Update Status → LOAD_COMPLETE": {
             "Type": "Pass",
             "Result": "LOAD_COMPLETE",
-            "ResultPath": "$[0].sqs.Body.state.execution.status",
+            "ResultPath": "$.sqs.Body.state.execution.status",
             "Next": "Sync State → LOAD_COMPLETE"
         },
         "Sync State → LOAD_COMPLETE": {
             "Type": "Task",
             "Resource": "arn:aws:states:::dynamodb:updateItem",
-            "InputPath": "$[0]",
+            "InputPath": "$",
             "ResultPath": null,
             "Next": "Check Alarm State",
             "Parameters": {
                 "TableName": "${GfeDbExecutionStateTable}",
                 "Key": {
                     "commit__sha": {
-                        "S.$": "$.sqs.Body.state.commit.sha"
+                        "S.$": "$.sqs.Body.input.commit_sha"
                     },
                     "execution__version": {
-                        "N.$": "States.Format('{}', $.sqs.Body.state.execution.version)"
+                        "N.$": "States.Format('{}', $.sqs.Body.input.version)"
                     }
                 },
                 "UpdateExpression": "SET execution__status = :status, updated_utc = :updated_utc",

From 4a3d138f07bf84e8d9965a12872d60d2f9da04bc Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Wed, 25 Sep 2024 16:12:34 -0700
Subject: [PATCH 357/367] fix missing variables

---
 gfe-db/database/scripts/start_task.sh | 9 +++++++--
 1 file changed, 7 insertions(+), 2 deletions(-)

diff --git a/gfe-db/database/scripts/start_task.sh b/gfe-db/database/scripts/start_task.sh
index c4338823..ded3f94f 100644
--- a/gfe-db/database/scripts/start_task.sh
+++ b/gfe-db/database/scripts/start_task.sh
@@ -5,6 +5,8 @@ set -e
 
 ERR_MSG=null
 
+source /home/ec2-user/env.sh
+
 if [[ -z $APP_NAME ]]; then
     ERR_MSG="APP_NAME environment variable not set"
     echo $ERR_MSG >&2
@@ -30,9 +32,12 @@ if [[ -z $1 ]]; then
 fi
 
 load_event=$1
-release=$(echo "$load_event" | jq -r '.input.version')
+# Log the load event
+echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - Load event: $load_event"
+
+release=$(echo "$load_event" | jq -r '.sqs.Body.input.version')
 if [[ -z $release || "$release" == "null" || ! $release =~ ^[0-9]{1,4}$ ]]; then
-    ERR_MSG="Release version not found, is 'null', or is not a 1-4 digit integer"
+    ERR_MSG="Release version \"$release\" not found, is \"null\", or is not a 1-4 digit integer"
     echo "$(date -u +'%Y-%m-%d %H:%M:%S.%3N') - $ERR_MSG" >&2
     exit 1
 else

From e075a6aa373e3c632c64eddb138bb9f47fcdea71 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 27 Sep 2024 15:46:53 -0700
Subject: [PATCH 358/367] use standard error handling approach

---
 .../functions/check_source_update/app.py      |   4 +-
 .../functions/evaluate_query_results/app.py   | 153 +++++++++---------
 .../functions/invoke_update_pipeline/app.py   |   5 +-
 .../functions/update_execution_state/app.py   |   9 +-
 4 files changed, 88 insertions(+), 83 deletions(-)

diff --git a/gfe-db/pipeline/functions/check_source_update/app.py b/gfe-db/pipeline/functions/check_source_update/app.py
index 9af755a2..66e80c3a 100644
--- a/gfe-db/pipeline/functions/check_source_update/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/app.py
@@ -275,12 +275,10 @@ def lambda_handler(event, context):
     
     except Exception as e:
         import traceback
-
         message = f"Error processing releases: {e}\n{traceback.format_exc()}\n{json.dumps(event)}"
         logger.error(message)
         raise Exception(message)
-
-    return
+    
 
 def generate_execution_id(sha: str, timestamp: str, version: int = None) -> str:
     """Generate an execution id for the state machine execution with format:
diff --git a/gfe-db/pipeline/functions/evaluate_query_results/app.py b/gfe-db/pipeline/functions/evaluate_query_results/app.py
index b013b8fd..b3beef19 100644
--- a/gfe-db/pipeline/functions/evaluate_query_results/app.py
+++ b/gfe-db/pipeline/functions/evaluate_query_results/app.py
@@ -20,86 +20,93 @@
 
 def lambda_handler(event, context):
 
-    release_version = event['input']['version']
-    query_results = event['validations']['queries']
-
-    release_version = event['input']['version']
+    try:
+        release_version = event['input']['version']
+        query_results = event['validations']['queries']
+
+        release_version = event['input']['version']
+
+        # Initialize errors array
+        errors = []
+
+        # Release has been added to the database
+        unique_releases_in_db_pre_load = sorted([ item['release_version'] for item in query_results['pre']['has_ipd_allele_release_counts'] ])
+        unique_releases_in_db_post_load = sorted([ item['release_version'] for item in query_results['post']['has_ipd_allele_release_counts'] ])
+        # is_release_version_loaded = set(unique_releases_in_db_post_load) - set(unique_releases_in_db_pre_load) == set([int(release_version)]) or \
+        
+        is_release_version_already_loaded = release_version in unique_releases_in_db_pre_load
+        is_release_version_loaded = release_version in unique_releases_in_db_post_load
+        if not is_release_version_loaded:
+            errors.append("Release version not loaded")
+
+        # Number of nodes in the database has increased
+        node_counts_pre_load = sum(sorted([ item['count'] for item in query_results['pre']['node_counts'] ]))
+        node_counts_post_load = sum(sorted([ item['count'] for item in query_results['post']['node_counts'] ]))
+        have_node_counts_increased = node_counts_post_load > node_counts_pre_load
+        if not have_node_counts_increased and not is_release_version_already_loaded:
+            errors.append("Node count has not increased")
+
+        # # Number of unique release versions in the database has increased by one
+        # num_unique_releases_in_db_post_load = len(unique_releases_in_db_post_load)
+        # num_unique_releases_in_db_pre_load = len(unique_releases_in_db_pre_load)
+        # has_unique_release_count_increased_by_1 = num_unique_releases_in_db_post_load == num_unique_releases_in_db_pre_load + 1
+        # if not has_unique_release_count_increased_by_1 and not is_release_version_already_loaded:
+        #     errors.append("Unique release count has not increased by 1")
+
+        # TODO 1/19/24 - Allow for the same release version to be loaded multiple times without failing the load validation
+        if is_release_version_already_loaded:
+            is_load_successful = (
+                is_release_version_loaded
+            )
+        else:
+            is_load_successful = (
+                is_release_version_loaded
+                and have_node_counts_increased
+                # and has_unique_release_count_increased_by_1
+            )
+
+        payload = {
+            "is_load_successful": {
+                "value": is_load_successful,
+                "details": {
+                    "unique_releases_in_db_pre_load": unique_releases_in_db_pre_load,
+                    "unique_releases_in_db_post_load": unique_releases_in_db_post_load
+                }
+            },
+        }
 
-    # Initialize errors array
-    errors = []
+        # TODO Validate based on node metadata if is_release_version_already_loaded is True
+        # These validations will cause a failure if the release version has already been loaded
+        if not is_release_version_already_loaded:
 
-    # Release has been added to the database
-    unique_releases_in_db_pre_load = sorted([ item['release_version'] for item in query_results['pre']['has_ipd_allele_release_counts'] ])
-    unique_releases_in_db_post_load = sorted([ item['release_version'] for item in query_results['post']['has_ipd_allele_release_counts'] ])
-    # is_release_version_loaded = set(unique_releases_in_db_post_load) - set(unique_releases_in_db_pre_load) == set([int(release_version)]) or \
-    
-    is_release_version_already_loaded = release_version in unique_releases_in_db_pre_load
-    is_release_version_loaded = release_version in unique_releases_in_db_post_load
-    if not is_release_version_loaded:
-        errors.append("Release version not loaded")
-
-    # Number of nodes in the database has increased
-    node_counts_pre_load = sum(sorted([ item['count'] for item in query_results['pre']['node_counts'] ]))
-    node_counts_post_load = sum(sorted([ item['count'] for item in query_results['post']['node_counts'] ]))
-    have_node_counts_increased = node_counts_post_load > node_counts_pre_load
-    if not have_node_counts_increased and not is_release_version_already_loaded:
-        errors.append("Node count has not increased")
-
-    # # Number of unique release versions in the database has increased by one
-    # num_unique_releases_in_db_post_load = len(unique_releases_in_db_post_load)
-    # num_unique_releases_in_db_pre_load = len(unique_releases_in_db_pre_load)
-    # has_unique_release_count_increased_by_1 = num_unique_releases_in_db_post_load == num_unique_releases_in_db_pre_load + 1
-    # if not has_unique_release_count_increased_by_1 and not is_release_version_already_loaded:
-    #     errors.append("Unique release count has not increased by 1")
-
-    # TODO 1/19/24 - Allow for the same release version to be loaded multiple times without failing the load validation
-    if is_release_version_already_loaded:
-        is_load_successful = (
-            is_release_version_loaded
-        )
-    else:
-        is_load_successful = (
-            is_release_version_loaded
-            and have_node_counts_increased
-            # and has_unique_release_count_increased_by_1
-        )
-
-    payload = {
-        "is_load_successful": {
-            "value": is_load_successful,
-            "details": {
-                "unique_releases_in_db_pre_load": unique_releases_in_db_pre_load,
-                "unique_releases_in_db_post_load": unique_releases_in_db_post_load
+            payload["have_node_counts_increased"] = {
+                "value": have_node_counts_increased,
+                "details": {
+                    "node_counts_pre_load": node_counts_pre_load,
+                    "node_counts_post_load": node_counts_post_load
+                },
             }
-        },
-    }
-
-    # TODO Validate based on node metadata if is_release_version_already_loaded is True
-    # These validations will cause a failure if the release version has already been loaded
-    if not is_release_version_already_loaded:
-
-        payload["have_node_counts_increased"] = {
-            "value": have_node_counts_increased,
-            "details": {
-                "node_counts_pre_load": node_counts_pre_load,
-                "node_counts_post_load": node_counts_post_load
-            },
-        }
 
-        # payload["has_unique_release_count_increased_by_1"] = {
-        #     "value": has_unique_release_count_increased_by_1,
-        #     "details": {
-        #         "num_unique_releases_in_db_pre_load": num_unique_releases_in_db_pre_load,
-        #         "num_unique_releases_in_db_post_load": num_unique_releases_in_db_post_load
-        #     }
-        # }
+            # payload["has_unique_release_count_increased_by_1"] = {
+            #     "value": has_unique_release_count_increased_by_1,
+            #     "details": {
+            #         "num_unique_releases_in_db_pre_load": num_unique_releases_in_db_pre_load,
+            #         "num_unique_releases_in_db_post_load": num_unique_releases_in_db_post_load
+            #     }
+            # }
 
-    if errors:
-        payload["errors"] = errors
+        if errors:
+            payload["errors"] = errors
 
-    logger.info(json.dumps(payload))
+        logger.info(json.dumps(payload))
 
-    return payload
+        return payload
+    
+    except Exception as e:
+        import traceback
+        message = f"Error evaluating query results: {e}\n{traceback.format_exc()}\n{json.dumps(event)}"
+        logger.error(message)
+        raise Exception(message)
 
 if __name__ == "__main__":
     from pathlib import Path
diff --git a/gfe-db/pipeline/functions/invoke_update_pipeline/app.py b/gfe-db/pipeline/functions/invoke_update_pipeline/app.py
index 1882657b..cd66e6dd 100644
--- a/gfe-db/pipeline/functions/invoke_update_pipeline/app.py
+++ b/gfe-db/pipeline/functions/invoke_update_pipeline/app.py
@@ -82,9 +82,8 @@ def lambda_handler(event, context):
 
         except Exception as e:
             import traceback
-
-            msg = f'Error processing commit {message["commit_sha"]}: {e}\n{traceback.format_exc()}'
-            logger.error(msg)
+            message = f'Error processing commit {message["commit_sha"]}: {e}\n{traceback.format_exc()}'
+            logger.error(message)
             errors += 1
             continue
 
diff --git a/gfe-db/pipeline/functions/update_execution_state/app.py b/gfe-db/pipeline/functions/update_execution_state/app.py
index 68057798..1da83ea9 100644
--- a/gfe-db/pipeline/functions/update_execution_state/app.py
+++ b/gfe-db/pipeline/functions/update_execution_state/app.py
@@ -9,8 +9,7 @@
     sys.path.append(os.environ["GFEDBMODELS_PATH"])
 import logging
 import json
-import traceback
-from gfedbmodels.types import ExecutionPayloadItem, ExecutionStateItem
+from gfedbmodels.types import ExecutionPayloadItem
 from gfedbmodels.constants import session, pipeline
 from gfedbmodels.utils import get_utc_now
 
@@ -53,8 +52,10 @@ def lambda_handler(event, context):
         return 0
 
     except Exception as e:
-        logger.error(json.dumps(event))
-        logger.error(traceback.format_exc())
+        import traceback
+        message = f"Error updating execution state: {e}\n{traceback.format_exc()}\n{json.dumps(event)}"
+        logger.error(message)
+        raise Exception(message)
 
         return 1
 

From cab53277d9273e7dfe9213089fef1bf7225ead00 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Fri, 27 Sep 2024 15:47:11 -0700
Subject: [PATCH 359/367] increase wait time between polling load status

---
 gfe-db/pipeline/statemachines/update-pipeline.asl.json | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/gfe-db/pipeline/statemachines/update-pipeline.asl.json b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
index 28a221b0..f0fffb90 100644
--- a/gfe-db/pipeline/statemachines/update-pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
@@ -377,7 +377,7 @@
                         },
                         "Wait for Load Status": {
                             "Type": "Wait",
-                            "Seconds": 10,
+                            "Seconds": 60,
                             "Next": "Check Status"
                         },
                         "Check Status": {

From 54bba08598eca52e70dc9a8dde799098b50f1528 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 28 Sep 2024 15:58:41 -0700
Subject: [PATCH 360/367] add missing fields to state

---
 gfe-db/pipeline/config/source-config.json                   | 4 ++--
 gfe-db/pipeline/functions/evaluate_query_results/app.py     | 3 ++-
 gfe-db/pipeline/functions/execute_validation_queries/app.py | 2 --
 gfe-db/pipeline/statemachines/update-pipeline.asl.json      | 2 ++
 4 files changed, 6 insertions(+), 5 deletions(-)

diff --git a/gfe-db/pipeline/config/source-config.json b/gfe-db/pipeline/config/source-config.json
index 45078b81..24d98014 100644
--- a/gfe-db/pipeline/config/source-config.json
+++ b/gfe-db/pipeline/config/source-config.json
@@ -1,6 +1,6 @@
 {
-    "created_utc": "2024-09-07T22:43:34.928Z",
-    "updated_utc": "2024-09-07T22:43:34.928Z",
+    "created_utc": "2024-09-27T23:49:29.030Z",
+    "updated_utc": "2024-09-27T23:49:29.030Z",
     "repositories": {
         "ANHIG/IMGTHLA": {
             "owner": "ANHIG",
diff --git a/gfe-db/pipeline/functions/evaluate_query_results/app.py b/gfe-db/pipeline/functions/evaluate_query_results/app.py
index b3beef19..33bcbafc 100644
--- a/gfe-db/pipeline/functions/evaluate_query_results/app.py
+++ b/gfe-db/pipeline/functions/evaluate_query_results/app.py
@@ -104,8 +104,9 @@ def lambda_handler(event, context):
     
     except Exception as e:
         import traceback
-        message = f"Error evaluating query results: {e}\n{traceback.format_exc()}\n{json.dumps(event)}"
+        message = f"Error evaluating query results: {e}\n{traceback.format_exc()}"
         logger.error(message)
+        logger.error(f"Event: {json.dumps(event)}")
         raise Exception(message)
 
 if __name__ == "__main__":
diff --git a/gfe-db/pipeline/functions/execute_validation_queries/app.py b/gfe-db/pipeline/functions/execute_validation_queries/app.py
index a69ebcd8..7c9b3113 100644
--- a/gfe-db/pipeline/functions/execute_validation_queries/app.py
+++ b/gfe-db/pipeline/functions/execute_validation_queries/app.py
@@ -1,7 +1,5 @@
 """
 This function executes pre-load and post-load validation queries against the Neo4j database and returns the results.
-If USE_PRIVATE_SUBNET is true, this function will run inside a VPC and private subnet. 
-If USE_PRIVATE_SUBNET is false, this function will run outside a VPC and in a public subnet.
 """
 import os
 import logging
diff --git a/gfe-db/pipeline/statemachines/update-pipeline.asl.json b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
index f0fffb90..6b996b94 100644
--- a/gfe-db/pipeline/statemachines/update-pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
@@ -358,6 +358,8 @@
                             "Type": "Pass",
                             "Parameters": {
                                 "input.$": "$.input",
+                                "validations.$": "$.validations",
+                                "state.$": "$.state",
                                 "execution_arn.$": "$$.Execution.Id"
                             },
                             "ResultPath": "$",

From a4b4e2ed03cb19ddb97a40cbcb54f8b85033c20d Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 28 Sep 2024 17:11:34 -0700
Subject: [PATCH 361/367] fix target so bastion server doesn't deploy when set
 to false

---
 Makefile | 4 +---
 1 file changed, 1 insertion(+), 3 deletions(-)

diff --git a/Makefile b/Makefile
index f304408e..cbf957a1 100644
--- a/Makefile
+++ b/Makefile
@@ -405,9 +405,7 @@ infrastructure.service.deploy:
 	$(MAKE) -C ${APP_NAME}/infrastructure/ service.deploy
 
 infrastructure.access-services.deploy:
-	$(MAKE) -C ${APP_NAME}/infrastructure/access-services/nat-gateway/ deploy
-	$(MAKE) -C ${APP_NAME}/infrastructure/access-services/bastion-server/ deploy
-	$(MAKE) -C ${APP_NAME}/infrastructure/access-services/vpc-endpoints/ deploy
+	$(MAKE) -C ${APP_NAME}/infrastructure/ service.access-services.deploy
 
 infrastructure.access-services.nat-gateway.deploy:
 	$(MAKE) -C ${APP_NAME}/infrastructure/access-services/nat-gateway/ deploy

From d6379651328635dd66d852d36d217f1f4f60c489 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 28 Sep 2024 17:12:35 -0700
Subject: [PATCH 362/367] stagger messages to maintain processing order

---
 gfe-db/pipeline/functions/check_source_update/app.py | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/gfe-db/pipeline/functions/check_source_update/app.py b/gfe-db/pipeline/functions/check_source_update/app.py
index 66e80c3a..4aff45ef 100644
--- a/gfe-db/pipeline/functions/check_source_update/app.py
+++ b/gfe-db/pipeline/functions/check_source_update/app.py
@@ -18,6 +18,7 @@
 import logging
 from decimal import Decimal
 from datetime import datetime, timedelta
+import time
 import json
 from pygethub import list_branches, GitHubPaginator
 from gfedbmodels.constants import session, pipeline
@@ -67,7 +68,6 @@
 s3 = session.client("s3")
 dynamodb = session.resource("dynamodb")
 queue = session.resource("sqs")
-
 gfedb_processing_queue = queue.Queue(gfedb_processing_queue_url)
 
 logger.info(
@@ -263,6 +263,9 @@ def lambda_handler(event, context):
                 MessageBody=json.dumps(item)
             )
 
+            # wait n seconds so that the messages are processed in order
+            time.sleep(5)
+
         message = f"Queued {len(execution_payload)} release(s) for processing"
         logger.info(message)
         return {

From 1ba04580dcefadf90db2885c0736e4cefac65dc6 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 28 Sep 2024 17:12:59 -0700
Subject: [PATCH 363/367] retry if state fails from ServiceUnavailable

---
 gfe-db/pipeline/statemachines/update-pipeline.asl.json | 10 +++++++++-
 1 file changed, 9 insertions(+), 1 deletion(-)

diff --git a/gfe-db/pipeline/statemachines/update-pipeline.asl.json b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
index 6b996b94..76525890 100644
--- a/gfe-db/pipeline/statemachines/update-pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
@@ -413,7 +413,15 @@
                             "Type": "Task",
                             "Resource": "${ExecuteValidationQueriesFunctionArn}",
                             "ResultPath": "$.validations.queries.post",
-                            "Next": "Evaluate Query Results"
+                            "Next": "Evaluate Query Results",
+                            "Retry": [
+                                {
+                                    "ErrorEquals": ["States.ALL"],
+                                    "IntervalSeconds": 2,
+                                    "MaxAttempts": 3,
+                                    "BackoffRate": 2
+                                }
+                            ]
                         },
                         "Evaluate Query Results": {
                             "Type": "Task",

From c19408997e1758e39eea425be2132121b36320ab Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 29 Sep 2024 17:08:31 -0700
Subject: [PATCH 364/367] handle load failures

---
 .../load-concurrency-manager.asl.json         | 339 ++++++++++--------
 1 file changed, 195 insertions(+), 144 deletions(-)

diff --git a/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json b/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
index a65a15c9..3ea95e44 100644
--- a/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
+++ b/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
@@ -37,7 +37,7 @@
                 {
                     "Variable": "$.sqs.MessageId",
                     "IsPresent": true,
-                    "Next": "Execute Load Query"
+                    "Next": "Handle Load Query Execution"
                 }
             ],
             "Default": "Wait for Message"
@@ -47,162 +47,213 @@
             "Seconds": 30,
             "Next": "Check Alarm State"
         },
-        "Execute Load Query": {
-            "Type": "Task",
-            "Resource": "${InvokeLoadScriptFunctionArn}",
-            "ResultPath": "$",
-            "Next": "Get Load Command Status"
-        },
-        "Get Load Command Status": {
-            "Type": "Task",
-            "Resource": "arn:aws:states:::aws-sdk:ssm:getCommandInvocation",
-            "Parameters": {
-                "CommandId.$": "$.ssm.CommandId",
-                "InstanceId.$": "$.ssm.InstanceId"
-            },
-            "Next": "Evaluate Load Command Status",
-            "ResultSelector": {
-                "CommandId.$": "$.CommandId",
-                "InstanceId.$": "$.InstanceId",
-                "Status.$": "$.Status"
-            },
-            "ResultPath": "$.ssm"
-        },
-        "Evaluate Load Command Status": {
-            "Type": "Choice",
-            "Choices": [
+        "Handle Load Query Execution": {
+            "Type": "Parallel",
+            "OutputPath": "$.[0]",
+            "Next": "Handle Load Success",
+            "Catch": [
                 {
-                    "Or": [
-                        {
-                            "Variable": "$.ssm.Status",
-                            "StringEquals": "Failed"
+                    "ErrorEquals": [
+                        "States.ALL"
+                    ],
+                    "Next": "Handle Load Failure"
+                }
+            ],
+            "Branches": [
+                {
+                    "StartAt": "Execute Load Query",
+                    "States": {
+                        "Execute Load Query": {
+                            "Type": "Task",
+                            "Resource": "${InvokeLoadScriptFunctionArn}",
+                            "ResultPath": "$",
+                            "Next": "Get Load Command Status"
+                        },
+                        "Get Load Command Status": {
+                            "Type": "Task",
+                            "Resource": "arn:aws:states:::aws-sdk:ssm:getCommandInvocation",
+                            "Parameters": {
+                                "CommandId.$": "$.ssm.CommandId",
+                                "InstanceId.$": "$.ssm.InstanceId"
+                            },
+                            "Next": "Evaluate Load Command Status",
+                            "ResultSelector": {
+                                "CommandId.$": "$.CommandId",
+                                "InstanceId.$": "$.InstanceId",
+                                "Status.$": "$.Status"
+                            },
+                            "ResultPath": "$.ssm"
+                        },
+                        "Evaluate Load Command Status": {
+                            "Type": "Choice",
+                            "Choices": [
+                                {
+                                    "Or": [
+                                        {
+                                            "Variable": "$.ssm.Status",
+                                            "StringEquals": "Failed"
+                                        },
+                                        {
+                                            "Variable": "$.ssm.Status",
+                                            "StringEquals": "Cancelled"
+                                        },
+                                        {
+                                            "Variable": "$.ssm.Status",
+                                            "StringEquals": "TimedOut"
+                                        }
+                                    ],
+                                    "Next": "Load Failed"
+                                },
+                                {
+                                    "Variable": "$.ssm.Status",
+                                    "StringEquals": "Success",
+                                    "Next": "Load Succeeded"
+                                }
+                            ],
+                            "Default": "Check Status"
                         },
-                        {
-                            "Variable": "$.ssm.Status",
-                            "StringEquals": "Cancelled"
+                        "Check Status": {
+                            "Type": "Wait",
+                            "Seconds": 30,
+                            "Next": "Get Load Command Status"
                         },
-                        {
-                            "Variable": "$.ssm.Status",
-                            "StringEquals": "TimedOut"
+                        "Load Failed": {
+                            "Type": "Fail"
+                        },
+                        "Load Succeeded": {
+                            "Type": "Pass",
+                            "End": true
                         }
-                    ],
-                    "Next": "Stop Execution"
-                },
-                {
-                    "Variable": "$.ssm.Status",
-                    "StringEquals": "Success",
-                    "Next": "Delete Message from Load Queue"
+                    }
                 }
-            ],
-            "Default": "Check Status"
-        },
-        "Check Status": {
-            "Type": "Wait",
-            "Seconds": 30,
-            "Next": "Get Load Command Status"
-        },
-        "Stop Execution": {
-            "Type": "Task",
-            "Resource": "arn:aws:states:::aws-sdk:sfn:stopExecution",
-            "Parameters": {
-                "ExecutionArn.$": "$.sqs.Body.execution_arn"
-            },
-            "ResultPath": null,
-            "Next": "Return Message to Load Queue"
-        },
-        "Return Message to Load Queue": {
-            "Type": "Task",
-            "InputPath": "$",
-            "Resource": "arn:aws:states:::aws-sdk:sqs:changeMessageVisibility",
-            "Parameters": {
-                "QueueUrl": "${GfeDbLoadQueueUrl}",
-                "ReceiptHandle.$": "$.sqs.ReceiptHandle",
-                "VisibilityTimeout": 0
-            },
-            "ResultPath": null,
-            "Next": "Update Status → LOAD_FAILED"
-        },
-        "Update Status → LOAD_FAILED": {
-            "Type": "Pass",
-            "Result": "LOAD_FAILED",
-            "ResultPath": "$.sqs.Body.state.execution.status",
-            "Next": "Sync State → LOAD_FAILED"
+            ]
         },
-        "Sync State → LOAD_FAILED": {
-            "Type": "Task",
-            "Resource": "arn:aws:states:::dynamodb:updateItem",
-            "ResultPath": null,
+        "Handle Load Failure": {
+            "Type": "Parallel",
+            "OutputPath": "$.[0]",
             "Next": "Check Alarm State",
-            "Parameters": {
-                "TableName": "${GfeDbExecutionStateTable}",
-                "Key": {
-                    "commit__sha": {
-                        "S.$": "$.sqs.Body.input.commit_sha"
-                    },
-                    "execution__version": {
-                        "N.$": "States.Format('{}', $.sqs.Body.input.version)"
-                    }
-                },
-                "UpdateExpression": "SET execution__status = :status, updated_utc = :updated_utc, error__message = :error, error__cause = :cause",
-                "ExpressionAttributeValues": {
-                    ":status": {
-                        "S.$": "$.sqs.Body.state.execution.status"
-                    },
-                    ":updated_utc": {
-                        "S.$": "$$.State.EnteredTime"
-                    },
-                    ":error": {
-                        "S": "$[1].Error"
-                    },
-                    ":cause": {
-                        "S": "$[1].Cause"
+            "Branches": [
+                {
+                    "StartAt": "Stop Execution",
+                    "States": {
+                        "Stop Execution": {
+                            "Type": "Task",
+                            "Resource": "arn:aws:states:::aws-sdk:sfn:stopExecution",
+                            "Parameters": {
+                                "ExecutionArn.$": "$.sqs.Body.execution_arn"
+                            },
+                            "ResultPath": null,
+                            "Next": "Return Message to Load Queue"
+                        },
+                        "Return Message to Load Queue": {
+                            "Type": "Task",
+                            "InputPath": "$",
+                            "Resource": "arn:aws:states:::aws-sdk:sqs:changeMessageVisibility",
+                            "Parameters": {
+                                "QueueUrl": "${GfeDbLoadQueueUrl}",
+                                "ReceiptHandle.$": "$.sqs.ReceiptHandle",
+                                "VisibilityTimeout": 0
+                            },
+                            "ResultPath": null,
+                            "Next": "Update Status → LOAD_FAILED"
+                        },
+                        "Update Status → LOAD_FAILED": {
+                            "Type": "Pass",
+                            "Result": "LOAD_FAILED",
+                            "ResultPath": "$.sqs.Body.state.execution.status",
+                            "Next": "Sync State → LOAD_FAILED"
+                        },
+                        "Sync State → LOAD_FAILED": {
+                            "Type": "Task",
+                            "Resource": "arn:aws:states:::dynamodb:updateItem",
+                            "ResultPath": null,
+                            "End": true,
+                            "Parameters": {
+                                "TableName": "${GfeDbExecutionStateTable}",
+                                "Key": {
+                                    "commit__sha": {
+                                        "S.$": "$.sqs.Body.input.commit_sha"
+                                    },
+                                    "execution__version": {
+                                        "N.$": "States.Format('{}', $.sqs.Body.input.version)"
+                                    }
+                                },
+                                "UpdateExpression": "SET execution__status = :status, updated_utc = :updated_utc, error__message = :error, error__cause = :cause",
+                                "ExpressionAttributeValues": {
+                                    ":status": {
+                                        "S.$": "$.sqs.Body.state.execution.status"
+                                    },
+                                    ":updated_utc": {
+                                        "S.$": "$$.State.EnteredTime"
+                                    },
+                                    ":error": {
+                                        "S": "$[1].Error"
+                                    },
+                                    ":cause": {
+                                        "S": "$[1].Cause"
+                                    }
+                                }
+                            }
+                        }    
                     }
                 }
-            }
+            ]
         },
-        "Delete Message from Load Queue": {
-            "Type": "Task",
-            "InputPath": "$",
-            "Resource": "arn:aws:states:::aws-sdk:sqs:deleteMessage",
-            "Parameters": {
-                "QueueUrl": "${GfeDbLoadQueueUrl}",
-                "ReceiptHandle.$": "$.sqs.ReceiptHandle"
-            },
-            "ResultPath": null,
-            "Next": "Update Status → LOAD_COMPLETE"
-        },
-        "Update Status → LOAD_COMPLETE": {
-            "Type": "Pass",
-            "Result": "LOAD_COMPLETE",
-            "ResultPath": "$.sqs.Body.state.execution.status",
-            "Next": "Sync State → LOAD_COMPLETE"
-        },
-        "Sync State → LOAD_COMPLETE": {
-            "Type": "Task",
-            "Resource": "arn:aws:states:::dynamodb:updateItem",
-            "InputPath": "$",
-            "ResultPath": null,
+        "Handle Load Success": {
+            "Type": "Parallel",
+            "OutputPath": "$.[0]",
             "Next": "Check Alarm State",
-            "Parameters": {
-                "TableName": "${GfeDbExecutionStateTable}",
-                "Key": {
-                    "commit__sha": {
-                        "S.$": "$.sqs.Body.input.commit_sha"
-                    },
-                    "execution__version": {
-                        "N.$": "States.Format('{}', $.sqs.Body.input.version)"
-                    }
-                },
-                "UpdateExpression": "SET execution__status = :status, updated_utc = :updated_utc",
-                "ExpressionAttributeValues": {
-                    ":status": {
-                        "S.$": "$.sqs.Body.state.execution.status"
-                    },
-                    ":updated_utc": {
-                        "S.$": "$$.State.EnteredTime"
+            "Branches": [
+                {
+                    "StartAt": "Delete Message from Load Queue",
+                    "States": {
+                        "Delete Message from Load Queue": {
+                            "Type": "Task",
+                            "InputPath": "$",
+                            "Resource": "arn:aws:states:::aws-sdk:sqs:deleteMessage",
+                            "Parameters": {
+                                "QueueUrl": "${GfeDbLoadQueueUrl}",
+                                "ReceiptHandle.$": "$.sqs.ReceiptHandle"
+                            },
+                            "ResultPath": null,
+                            "Next": "Update Status → LOAD_COMPLETE"
+                        },
+                        "Update Status → LOAD_COMPLETE": {
+                            "Type": "Pass",
+                            "Result": "LOAD_COMPLETE",
+                            "ResultPath": "$.sqs.Body.state.execution.status",
+                            "Next": "Sync State → LOAD_COMPLETE"
+                        },
+                        "Sync State → LOAD_COMPLETE": {
+                            "Type": "Task",
+                            "Resource": "arn:aws:states:::dynamodb:updateItem",
+                            "InputPath": "$",
+                            "ResultPath": null,
+                            "End": true,
+                            "Parameters": {
+                                "TableName": "${GfeDbExecutionStateTable}",
+                                "Key": {
+                                    "commit__sha": {
+                                        "S.$": "$.sqs.Body.input.commit_sha"
+                                    },
+                                    "execution__version": {
+                                        "N.$": "States.Format('{}', $.sqs.Body.input.version)"
+                                    }
+                                },
+                                "UpdateExpression": "SET execution__status = :status, updated_utc = :updated_utc",
+                                "ExpressionAttributeValues": {
+                                    ":status": {
+                                        "S.$": "$.sqs.Body.state.execution.status"
+                                    },
+                                    ":updated_utc": {
+                                        "S.$": "$$.State.EnteredTime"
+                                    }
+                                }
+                            }
+                        }
                     }
                 }
-            }
+            ]
         },
         "Check Alarm State": {
             "Type": "Task",

From 2dab57eff5c60a9dc1a6453a293e7729864f42f5 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sat, 5 Oct 2024 13:22:14 -0700
Subject: [PATCH 365/367] handle failure inside execution handler block

---
 .../load-concurrency-manager.asl.json         | 82 ++++++-------------
 .../statemachines/update-pipeline.asl.json    | 38 ++++-----
 2 files changed, 44 insertions(+), 76 deletions(-)

diff --git a/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json b/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
index 3ea95e44..bf983bf5 100644
--- a/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
+++ b/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
@@ -50,13 +50,13 @@
         "Handle Load Query Execution": {
             "Type": "Parallel",
             "OutputPath": "$.[0]",
-            "Next": "Handle Load Success",
+            "Next": "Check Alarm State",
             "Catch": [
                 {
                     "ErrorEquals": [
                         "States.ALL"
                     ],
-                    "Next": "Handle Load Failure"
+                    "Next": "Check Alarm State"
                 }
             ],
             "Branches": [
@@ -67,7 +67,15 @@
                             "Type": "Task",
                             "Resource": "${InvokeLoadScriptFunctionArn}",
                             "ResultPath": "$",
-                            "Next": "Get Load Command Status"
+                            "Next": "Get Load Command Status",
+                            "Retry": [
+                                {
+                                    "ErrorEquals": ["States.ALL"],
+                                    "IntervalSeconds": 2,
+                                    "MaxAttempts": 3,
+                                    "BackoffRate": 2.0
+                                }
+                            ]
                         },
                         "Get Load Command Status": {
                             "Type": "Task",
@@ -102,49 +110,16 @@
                                             "StringEquals": "TimedOut"
                                         }
                                     ],
-                                    "Next": "Load Failed"
+                                    "Next": "Return Message to Load Queue"
                                 },
                                 {
                                     "Variable": "$.ssm.Status",
                                     "StringEquals": "Success",
-                                    "Next": "Load Succeeded"
+                                    "Next": "Delete Message from Load Queue"
                                 }
                             ],
                             "Default": "Check Status"
                         },
-                        "Check Status": {
-                            "Type": "Wait",
-                            "Seconds": 30,
-                            "Next": "Get Load Command Status"
-                        },
-                        "Load Failed": {
-                            "Type": "Fail"
-                        },
-                        "Load Succeeded": {
-                            "Type": "Pass",
-                            "End": true
-                        }
-                    }
-                }
-            ]
-        },
-        "Handle Load Failure": {
-            "Type": "Parallel",
-            "OutputPath": "$.[0]",
-            "Next": "Check Alarm State",
-            "Branches": [
-                {
-                    "StartAt": "Stop Execution",
-                    "States": {
-                        "Stop Execution": {
-                            "Type": "Task",
-                            "Resource": "arn:aws:states:::aws-sdk:sfn:stopExecution",
-                            "Parameters": {
-                                "ExecutionArn.$": "$.sqs.Body.execution_arn"
-                            },
-                            "ResultPath": null,
-                            "Next": "Return Message to Load Queue"
-                        },
                         "Return Message to Load Queue": {
                             "Type": "Task",
                             "InputPath": "$",
@@ -161,9 +136,9 @@
                             "Type": "Pass",
                             "Result": "LOAD_FAILED",
                             "ResultPath": "$.sqs.Body.state.execution.status",
-                            "Next": "Sync State → LOAD_FAILED"
+                            "Next": "Sync Status → LOAD_FAILED"
                         },
-                        "Sync State → LOAD_FAILED": {
+                        "Sync Status → LOAD_FAILED": {
                             "Type": "Task",
                             "Resource": "arn:aws:states:::dynamodb:updateItem",
                             "ResultPath": null,
@@ -187,26 +162,19 @@
                                         "S.$": "$$.State.EnteredTime"
                                     },
                                     ":error": {
-                                        "S": "$[1].Error"
+                                        "S": "$[0].Error"
                                     },
                                     ":cause": {
-                                        "S": "$[1].Cause"
+                                        "S": "$[0].Cause"
                                     }
                                 }
                             }
-                        }    
-                    }
-                }
-            ]
-        },
-        "Handle Load Success": {
-            "Type": "Parallel",
-            "OutputPath": "$.[0]",
-            "Next": "Check Alarm State",
-            "Branches": [
-                {
-                    "StartAt": "Delete Message from Load Queue",
-                    "States": {
+                        },
+                        "Check Status": {
+                            "Type": "Wait",
+                            "Seconds": 30,
+                            "Next": "Get Load Command Status"
+                        },
                         "Delete Message from Load Queue": {
                             "Type": "Task",
                             "InputPath": "$",
@@ -222,9 +190,9 @@
                             "Type": "Pass",
                             "Result": "LOAD_COMPLETE",
                             "ResultPath": "$.sqs.Body.state.execution.status",
-                            "Next": "Sync State → LOAD_COMPLETE"
+                            "Next": "Sync Status → LOAD_COMPLETE"
                         },
-                        "Sync State → LOAD_COMPLETE": {
+                        "Sync Status → LOAD_COMPLETE": {
                             "Type": "Task",
                             "Resource": "arn:aws:states:::dynamodb:updateItem",
                             "InputPath": "$",
diff --git a/gfe-db/pipeline/statemachines/update-pipeline.asl.json b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
index 76525890..78bfe7ca 100644
--- a/gfe-db/pipeline/statemachines/update-pipeline.asl.json
+++ b/gfe-db/pipeline/statemachines/update-pipeline.asl.json
@@ -53,9 +53,9 @@
             ],
             "Branches": [
                 {
-                    "StartAt": "Sync State → BUILD_IN_PROGRESS",
+                    "StartAt": "Sync Status → BUILD_IN_PROGRESS",
                     "States": {
-                        "Sync State → BUILD_IN_PROGRESS": {
+                        "Sync Status → BUILD_IN_PROGRESS": {
                             "Type": "Task",
                             "Resource": "arn:aws:states:::dynamodb:updateItem",
                             "ResultPath": null,
@@ -170,9 +170,9 @@
                             "Type": "Pass",
                             "Result": "BUILD_SUCCESS",
                             "ResultPath": "$.state.execution.status",
-                            "Next": "Sync State → BUILD_SUCCESS"
+                            "Next": "Sync Status → BUILD_SUCCESS"
                         },
-                        "Sync State → BUILD_SUCCESS": {
+                        "Sync Status → BUILD_SUCCESS": {
                             "Type": "Task",
                             "Resource": "arn:aws:states:::dynamodb:updateItem",
                             "ResultPath": null,
@@ -202,9 +202,9 @@
                             "Type": "Pass",
                             "Result": "BUILD_FAILURE",
                             "ResultPath": "$.state.execution.status",
-                            "Next": "Sync State → BUILD_FAILURE"
+                            "Next": "Sync Status → BUILD_FAILURE"
                         },
-                        "Sync State → BUILD_FAILURE": {
+                        "Sync Status → BUILD_FAILURE": {
                             "Type": "Task",
                             "Resource": "arn:aws:states:::dynamodb:updateItem",
                             "ResultPath": null,
@@ -268,9 +268,9 @@
                             "Type": "Pass",
                             "Result": "LOAD_SKIPPED",
                             "ResultPath": "$.state.execution.status",
-                            "Next": "Sync State → LOAD_SKIPPED"
+                            "Next": "Sync Status → LOAD_SKIPPED"
                         },
-                        "Sync State → LOAD_SKIPPED": {
+                        "Sync Status → LOAD_SKIPPED": {
                             "Type": "Task",
                             "Resource": "arn:aws:states:::dynamodb:updateItem",
                             "ResultPath": null,
@@ -321,9 +321,9 @@
             ],
             "Branches": [
                 {
-                    "StartAt": "Sync State → LOAD_IN_PROGRESS",
+                    "StartAt": "Sync Status → LOAD_IN_PROGRESS",
                     "States": {
-                        "Sync State → LOAD_IN_PROGRESS": {
+                        "Sync Status → LOAD_IN_PROGRESS": {
                             "Type": "Task",
                             "Resource": "arn:aws:states:::dynamodb:updateItem",
                             "ResultPath": null,
@@ -444,9 +444,9 @@
                             "Type": "Pass",
                             "Result": "LOAD_SUCCESS",
                             "ResultPath": "$.state.execution.status",
-                            "Next": "Sync State → LOAD_SUCCESS"
+                            "Next": "Sync Status → LOAD_SUCCESS"
                         },
-                        "Sync State → LOAD_SUCCESS": {
+                        "Sync Status → LOAD_SUCCESS": {
                             "Type": "Task",
                             "Resource": "arn:aws:states:::dynamodb:updateItem",
                             "ResultPath": null,
@@ -476,9 +476,9 @@
                             "Type": "Pass",
                             "Result": "LOAD_INVALID",
                             "ResultPath": "$.state.execution.status",
-                            "Next": "Sync State → LOAD_FAILED"
+                            "Next": "Sync Status → LOAD_INVALID"
                         },
-                        "Sync State → LOAD_FAILED": {
+                        "Sync Status → LOAD_INVALID": {
                             "Type": "Task",
                             "Resource": "arn:aws:states:::dynamodb:updateItem",
                             "ResultPath": null,
@@ -519,9 +519,9 @@
             "Next": "Format Results",
             "Branches": [
                 {
-                    "StartAt": "Get Current State",
+                    "StartAt": "Get Current Status",
                     "States": {
-                        "Get Current State": {
+                        "Get Current Status": {
                             "Type": "Task",
                             "Resource": "${GetExecutionStateFunctionArn}",
                             "ResultPath": "$.state",
@@ -544,7 +544,7 @@
                                             "StringEquals": "LOAD_FAILED"
                                         }
                                     ],
-                                    "Next": "Sync State → EXECUTION_FAILED"
+                                    "Next": "Sync Error Status"
                                 }
                             ],
                             "Default": "Update Status → EXECUTION_FAILED"
@@ -553,9 +553,9 @@
                             "Type": "Pass",
                             "Result": "EXECUTION_FAILED",
                             "ResultPath": "$.state.execution.status",
-                            "Next": "Sync State → EXECUTION_FAILED"
+                            "Next": "Sync Error Status"
                         },
-                        "Sync State → EXECUTION_FAILED": {
+                        "Sync Error Status": {
                             "Type": "Task",
                             "Resource": "arn:aws:states:::dynamodb:updateItem",
                             "ResultPath": null,

From 6833986b6530078e2d1d0b7ffeaccb2bf17139af Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 6 Oct 2024 11:40:28 -0700
Subject: [PATCH 366/367] include stderr logs for failed load

---
 .../load-concurrency-manager.asl.json         | 28 +++++++++++++++----
 1 file changed, 22 insertions(+), 6 deletions(-)

diff --git a/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json b/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
index bf983bf5..2773e3ad 100644
--- a/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
+++ b/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
@@ -67,7 +67,7 @@
                             "Type": "Task",
                             "Resource": "${InvokeLoadScriptFunctionArn}",
                             "ResultPath": "$",
-                            "Next": "Get Load Command Status",
+                            "Next": "Sleep 10 Seconds",
                             "Retry": [
                                 {
                                     "ErrorEquals": ["States.ALL"],
@@ -77,20 +77,36 @@
                                 }
                             ]
                         },
+                        "Sleep 10 Seconds": {
+                            "Type": "Wait",
+                            "Seconds": 10,
+                            "Next": "Get Load Command Status"
+                        },
                         "Get Load Command Status": {
                             "Type": "Task",
                             "Resource": "arn:aws:states:::aws-sdk:ssm:getCommandInvocation",
                             "Parameters": {
                                 "CommandId.$": "$.ssm.CommandId",
-                                "InstanceId.$": "$.ssm.InstanceId"
+                                "InstanceId.$": "$.ssm.InstanceId",
+                                "PluginName": "runShellScript"
                             },
                             "Next": "Evaluate Load Command Status",
                             "ResultSelector": {
                                 "CommandId.$": "$.CommandId",
                                 "InstanceId.$": "$.InstanceId",
-                                "Status.$": "$.Status"
+                                "Status.$": "$.Status",
+                                "StandardOutputContent.$": "$.StandardOutputContent",
+                                "StandardErrorContent.$": "$.StandardErrorContent"
                             },
-                            "ResultPath": "$.ssm"
+                            "ResultPath": "$.ssm",
+                            "Retry": [
+                                {
+                                    "ErrorEquals": ["States.ALL"],
+                                    "IntervalSeconds": 2,
+                                    "MaxAttempts": 5,
+                                    "BackoffRate": 2.0
+                                }
+                            ]
                         },
                         "Evaluate Load Command Status": {
                             "Type": "Choice",
@@ -162,10 +178,10 @@
                                         "S.$": "$$.State.EnteredTime"
                                     },
                                     ":error": {
-                                        "S": "$[0].Error"
+                                        "S.$": "$.ssm.Status"
                                     },
                                     ":cause": {
-                                        "S": "$[0].Cause"
+                                        "S.$": "$.ssm.StandardErrorContent"
                                     }
                                 }
                             }

From 87ce805306bb48aa43bcaef49c4b8ed9648cbb63 Mon Sep 17 00:00:00 2001
From: Gregory Lindsey <gclindsey@gmail.com>
Date: Sun, 6 Oct 2024 11:53:46 -0700
Subject: [PATCH 367/367] increase retry interval

---
 .../statemachines/load-concurrency-manager.asl.json         | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json b/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
index 2773e3ad..dee61a32 100644
--- a/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
+++ b/gfe-db/pipeline/statemachines/load-concurrency-manager.asl.json
@@ -71,8 +71,8 @@
                             "Retry": [
                                 {
                                     "ErrorEquals": ["States.ALL"],
-                                    "IntervalSeconds": 2,
-                                    "MaxAttempts": 3,
+                                    "IntervalSeconds": 5,
+                                    "MaxAttempts": 5,
                                     "BackoffRate": 2.0
                                 }
                             ]
@@ -102,7 +102,7 @@
                             "Retry": [
                                 {
                                     "ErrorEquals": ["States.ALL"],
-                                    "IntervalSeconds": 2,
+                                    "IntervalSeconds": 5,
                                     "MaxAttempts": 5,
                                     "BackoffRate": 2.0
                                 }